From 86cd8a445278633d144ecdb69394d7727631466e Mon Sep 17 00:00:00 2001
From: axif <muhamadasif570@gmail.com>
Date: Wed, 23 Oct 2024 17:08:47 +0600
Subject: [PATCH 1/8] check_unique_return_forms

---
 src/scribe_data/check/check_query_forms.py    | 43 +++++++++++++++++++
 .../adjectives/query_adjectives_2.sparql      |  1 +
 .../adjectives/query_adjectives.sparql        |  1 -
 3 files changed, 44 insertions(+), 1 deletion(-)

diff --git a/src/scribe_data/check/check_query_forms.py b/src/scribe_data/check/check_query_forms.py
index ac8c87662..d7bd70cd1 100644
--- a/src/scribe_data/check/check_query_forms.py
+++ b/src/scribe_data/check/check_query_forms.py
@@ -186,6 +186,43 @@ def return_correct_form_label(qids: list):
     return correct_label[:1].lower() + correct_label[1:]
 
 
+def check_unique_return_forms(query_text: str) -> bool:
+    """
+    Checks that each form returned by the SELECT statement is unique.
+
+    Parameters
+    ----------
+    query_text : str
+        The full text of the SPARQL query.
+
+    Returns
+    -------
+    bool
+        True if all returned forms are unique, False otherwise.
+    """
+    select_pattern = r"SELECT\s*(.*?)\s*WHERE"
+    if match := re.search(pattern=select_pattern, string=query_text, flags=re.DOTALL):
+        # Extracting forms after '?' and handling cases where 'AS' is used for aliasing
+        return_forms = []
+        for part in match[1].split():
+            if "?" in part:
+                form = part.split("?")[-1]
+                if "AS" in form:
+                    form = form.split("AS")[0].strip()
+                return_forms.append(form)
+
+        unique_forms = set(return_forms)
+        if len(return_forms) != len(unique_forms):
+            print(
+                "Duplicate forms found:",
+                [form for form in return_forms if return_forms.count(form) > 1],
+            )
+            return False
+        return True
+
+    return True
+
+
 def check_query_forms() -> None:
     """
     Validates SPARQL queries in the language data directory to check for correct form QIDs.
@@ -194,6 +231,12 @@ def check_query_forms() -> None:
     index = 0
     for query_file in LANGUAGE_DATA_EXTRACTION_DIR.glob("**/*.sparql"):
         query_file_str = str(query_file)
+        with open(query_file, "r", encoding="utf-8") as file:
+            query_text = file.read()
+
+        if not check_unique_return_forms(query_text):
+            error_output += f"\n{index}. {query_file_str}: Duplicate return form\n"
+            index += 1
         if extract_forms_from_sparql(query_file):
             query_form_check_dict = {}
             for form_text in extract_forms_from_sparql(query_file):
diff --git a/src/scribe_data/language_data_extraction/Danish/adjectives/query_adjectives_2.sparql b/src/scribe_data/language_data_extraction/Danish/adjectives/query_adjectives_2.sparql
index 695a59fa0..7b38aefd5 100644
--- a/src/scribe_data/language_data_extraction/Danish/adjectives/query_adjectives_2.sparql
+++ b/src/scribe_data/language_data_extraction/Danish/adjectives/query_adjectives_2.sparql
@@ -8,6 +8,7 @@ SELECT
   ?pluralPositive
   ?pluralSuperlative
   ?comparative
+  ?definiteSingularPositive
 
 WHERE {
   ?lexeme dct:language wd:Q9035 ;
diff --git a/src/scribe_data/language_data_extraction/Portuguese/adjectives/query_adjectives.sparql b/src/scribe_data/language_data_extraction/Portuguese/adjectives/query_adjectives.sparql
index aa7efc5ba..f54b61a2f 100644
--- a/src/scribe_data/language_data_extraction/Portuguese/adjectives/query_adjectives.sparql
+++ b/src/scribe_data/language_data_extraction/Portuguese/adjectives/query_adjectives.sparql
@@ -7,7 +7,6 @@ SELECT
   ?adjective
   ?femininePlural
   ?masculineSingular
-  ?femininePlural
   ?masculinePlural
 
 WHERE {

From 80d7e900cb805e861465f4c4dc36b85956796752 Mon Sep 17 00:00:00 2001
From: axif <muhamadasif570@gmail.com>
Date: Thu, 24 Oct 2024 03:32:01 +0600
Subject: [PATCH 2/8] Workflow for Check query

---
 src/scribe_data/check/check_query_forms.py    | 218 +++++++++++++++++-
 .../adjectives/query_adjectives.sparql        |   1 +
 2 files changed, 212 insertions(+), 7 deletions(-)

diff --git a/src/scribe_data/check/check_query_forms.py b/src/scribe_data/check/check_query_forms.py
index d7bd70cd1..79bc35aef 100644
--- a/src/scribe_data/check/check_query_forms.py
+++ b/src/scribe_data/check/check_query_forms.py
@@ -186,6 +186,7 @@ def return_correct_form_label(qids: list):
     return correct_label[:1].lower() + correct_label[1:]
 
 
+# MARK: Unique Return Forms
 def check_unique_return_forms(query_text: str) -> bool:
     """
     Checks that each form returned by the SELECT statement is unique.
@@ -200,6 +201,8 @@ def check_unique_return_forms(query_text: str) -> bool:
     bool
         True if all returned forms are unique, False otherwise.
     """
+
+    error_output = ""
     select_pattern = r"SELECT\s*(.*?)\s*WHERE"
     if match := re.search(pattern=select_pattern, string=query_text, flags=re.DOTALL):
         # Extracting forms after '?' and handling cases where 'AS' is used for aliasing
@@ -213,20 +216,199 @@ def check_unique_return_forms(query_text: str) -> bool:
 
         unique_forms = set(return_forms)
         if len(return_forms) != len(unique_forms):
-            print(
-                "Duplicate forms found:",
-                [form for form in return_forms if return_forms.count(form) > 1],
-            )
-            return False
+            error_output += f"\nDuplicate forms found: {', '.join([form for form in return_forms if return_forms.count(form) > 1])}"
+            return error_output
         return True
 
     return True
 
 
+# MARK: Unreturned Optional Forms
+def check_unreturned_optional_forms(query_text: str) -> str:
+    """
+    Checks if there are any optional forms in the query that aren't returned in the SELECT statement.
+
+    Parameters
+    ----------
+    query_text : str
+        The full text of the SPARQL query.
+
+    Returns
+    -------
+    str
+        Error message listing any unreturned forms, or empty string if all forms are returned.
+    """
+
+    # Extract forms from SELECT statement
+    select_pattern = r"SELECT\s*(.*?)\s*WHERE"
+    select_forms = set()
+    if select_match := re.search(
+        pattern=select_pattern, string=query_text, flags=re.DOTALL
+    ):
+        for part in select_match[1].split():
+            if "?" in part:
+                form = part.split("?")[-1]
+                if "AS" in form:
+                    form = form.split("AS")[0].strip()
+                select_forms.add(form)
+
+    # Extract forms from OPTIONAL blocks
+    optional_forms = set()
+    optional_pattern = r"OPTIONAL\s*\{([^}]*)\}"
+    for match in re.finditer(optional_pattern, query_text):
+        form_text = match.group(1)
+        rep_pattern = r"ontolex:representation\s+\?([\w]+)\s*;"
+        if rep_match := re.search(rep_pattern, form_text):
+            optional_forms.add(rep_match.group(1))
+
+    # Find forms that appear in OPTIONAL blocks but not in SELECT
+    unreturned_forms = optional_forms - select_forms
+
+    if unreturned_forms:
+        return f"Unreturned optional forms: {', '.join(sorted(unreturned_forms))}"
+    return ""
+
+
+# MARK: Undefined Return Forms
+def check_undefined_return_forms(query_text: str) -> str:
+    """
+    Checks if the query is trying to return forms that aren't defined in the WHERE clause
+    when there are no OPTIONAL blocks.
+
+    Parameters
+    ----------
+    query_text : str
+        The full text of the SPARQL query.
+
+    Returns
+    -------
+    str
+        Error message listing any undefined forms being returned, or empty string if all
+        returned forms are properly defined.
+    """
+
+    # Check if query has any OPTIONAL blocks
+    optional_pattern = r"OPTIONAL\s*\{"
+    has_optional_blocks = bool(re.search(optional_pattern, query_text))
+
+    if has_optional_blocks:
+        return ""  # Skip check for queries with OPTIONAL blocks
+
+    # Extract forms from SELECT statement and track aliases
+    select_pattern = r"SELECT\s*(.*?)\s*WHERE"
+    select_forms = set()
+    aliases = set()
+
+    if select_match := re.search(
+        pattern=select_pattern, string=query_text, flags=re.DOTALL
+    ):
+        select_clause = select_match.group(1)
+
+        # Process each SELECT item
+        items = select_clause.split("\n")
+        for item in items:
+            item = item.strip()
+            if not item:
+                continue
+
+            # Handle REPLACE...AS statements
+            if "AS ?" in item:
+                # Get the alias (the part after AS)
+                alias_match = re.search(r"AS \?(\w+)", item)
+                if alias_match:
+                    aliases.add(alias_match.group(1))
+                # Get the source variable
+                var_match = re.findall(r"\?(\w+)", item)
+                if var_match:
+                    select_forms.update(v for v in var_match if v not in aliases)
+            # Handle regular variables
+            elif "?" in item:
+                var_match = re.findall(r"\?(\w+)", item)
+                select_forms.update(var_match)
+
+    # Extract defined variables from WHERE clause
+    where_pattern = r"WHERE\s*\{(.*?)\}(?:\s*ORDER BY|\s*$)"
+    defined_vars = set()
+    if where_match := re.search(
+        pattern=where_pattern, string=query_text, flags=re.DOTALL
+    ):
+        where_clause = where_match.group(1)
+        var_pattern = r"\?(\w+)"
+        defined_vars = set(re.findall(var_pattern, where_clause))
+
+    # Find undefined forms, excluding aliases
+    undefined_forms = {
+        form for form in select_forms - defined_vars if form not in aliases
+    }
+
+    if undefined_forms:
+        return f"Undefined forms in SELECT: {', '.join(sorted(undefined_forms))}"
+    return ""
+
+
+# MARK: Defined Return Forms
+
+
+# Function to ensure all variables defined in WHERE are returned in SELECT
+def check_defined_return_forms(query_text: str) -> str:
+    """
+    Ensures that all variables defined in the WHERE clause are returned in the SELECT clause,
+    excluding specific variables that are allowed to be unreturned (e.g., 'infinitiveForm' in Ukrainian verbs query).
+
+    Parameters
+    ----------
+    query_text : str
+        The full text of the SPARQL query.
+
+    Returns
+    -------
+    str
+        Error message listing any defined but unreturned forms, or empty string if all forms are returned.
+    """
+    # Check if query has any OPTIONAL blocks.
+    optional_pattern = r"OPTIONAL\s*\{"
+    has_optional_blocks = bool(re.search(optional_pattern, query_text))
+
+    if has_optional_blocks:
+        return ""  # Skip check for queries with OPTIONAL blocks
+
+    # Extract forms from WHERE clause
+    where_pattern = r"WHERE\s*\{(.*?)\}"
+    where_forms = set()
+    if where_match := re.search(
+        pattern=where_pattern, string=query_text, flags=re.DOTALL
+    ):
+        where_clause = where_match.group(1)
+        where_forms = set(re.findall(r"\?(\w+)", where_clause))
+
+    # Extract forms from SELECT statement.
+    select_pattern = r"SELECT\s*(.*?)\s*WHERE"
+    select_forms = set()
+    if select_match := re.search(
+        pattern=select_pattern, string=query_text, flags=re.DOTALL
+    ):
+        select_clause = select_match.group(1)
+        select_forms = set(re.findall(r"\?(\w+)", select_clause))
+
+    # Define variables that are allowed to be unreturned.
+    allowed_unreturned_pattern = r"ontolex:lexicalForm\s+\?([\w]+)\s*."
+    allowed_unreturned = set(re.findall(allowed_unreturned_pattern, query_text))
+    # print(where_forms,select_forms,allowed_unreturned)
+
+    # Find forms that are defined but not returned, excluding allowed unreturned variables.
+    unreturned_forms = where_forms - select_forms - allowed_unreturned
+
+    if unreturned_forms:
+        return f"Defined but unreturned forms: {', '.join(sorted(unreturned_forms))}"
+    return ""
+
+
+# MARK: Main Query Forms Validation
 def check_query_forms() -> None:
     """
     Validates SPARQL queries in the language data directory to check for correct form QIDs.
     """
+
     error_output = ""
     index = 0
     for query_file in LANGUAGE_DATA_EXTRACTION_DIR.glob("**/*.sparql"):
@@ -234,8 +416,30 @@ def check_query_forms() -> None:
         with open(query_file, "r", encoding="utf-8") as file:
             query_text = file.read()
 
-        if not check_unique_return_forms(query_text):
-            error_output += f"\n{index}. {query_file_str}: Duplicate return form\n"
+        # Check for unique return forms and handle the error message if any
+        unique_check_result = check_unique_return_forms(query_text)
+        if unique_check_result is not True:
+            error_output += f"\n{index}. {query_file_str}: {unique_check_result}\n"
+            index += 1
+
+        # Check for undefined return forms
+        undefined_forms = check_undefined_return_forms(query_text)
+        if undefined_forms:
+            error_output += f"\n{index}. {query_file_str}: {undefined_forms}\n"
+            index += 1
+
+        # Check for unreturned optional forms
+        unreturned_optional_forms = check_unreturned_optional_forms(query_text)
+        if unreturned_optional_forms:
+            error_output += (
+                f"\n{index}. {query_file_str}: {unreturned_optional_forms}\n"
+            )
+            index += 1
+
+        # Check for defined but unreturned forms
+        defined_unreturned_forms = check_defined_return_forms(query_text)
+        if defined_unreturned_forms:
+            error_output += f"\n{index}. {query_file_str}: {defined_unreturned_forms}\n"
             index += 1
         if extract_forms_from_sparql(query_file):
             query_form_check_dict = {}
diff --git a/src/scribe_data/language_data_extraction/Portuguese/adjectives/query_adjectives.sparql b/src/scribe_data/language_data_extraction/Portuguese/adjectives/query_adjectives.sparql
index f54b61a2f..d1e11cda1 100644
--- a/src/scribe_data/language_data_extraction/Portuguese/adjectives/query_adjectives.sparql
+++ b/src/scribe_data/language_data_extraction/Portuguese/adjectives/query_adjectives.sparql
@@ -8,6 +8,7 @@ SELECT
   ?femininePlural
   ?masculineSingular
   ?masculinePlural
+  ?feminineSingular
 
 WHERE {
   ?lexeme dct:language wd:Q5146 ;

From 03fd214f2fa8d164d59d233089d19f3d3647e211 Mon Sep 17 00:00:00 2001
From: axif <muhamadasif570@gmail.com>
Date: Thu, 24 Oct 2024 04:22:07 +0600
Subject: [PATCH 3/8] migrate language

---
 .../Indonesian/emoji_keywords/__init__.py                        | 1 -
 .../language_data_extraction/Latin/emoji_keywords/__init__.py    | 1 -
 .../Arabic/adjectives/query_adjectives.sparql                    | 0
 .../language_data_extraction/Arabic/adverbs/query_adverbs.sparql | 0
 .../language_data_extraction/Arabic/nouns/query_nouns.sparql     | 0
 .../Arabic/proper_nouns/query_proper_nouns.sparql                | 0
 .../language_data_extraction/Arabic/verbs/query_verbs_1.sparql   | 0
 .../language_data_extraction/Arabic/verbs/query_verbs_2.sparql   | 0
 .../language_data_extraction/Arabic/verbs/query_verbs_3.sparql   | 0
 .../Basque/adjectives/query_adjectives.sparql                    | 0
 .../language_data_extraction/Basque/adverbs/query_adverbs.sparql | 0
 .../language_data_extraction/Basque/emoji_keywords/__init__.py   | 0
 .../Basque/emoji_keywords/generate_emoji_keywords.py             | 0
 .../language_data_extraction/Basque/nouns/query_nouns.sparql     | 0
 .../Basque/proper_nouns/query_proper_nouns.sparql                | 0
 .../language_data_extraction/Basque/verbs/query_verbs.sparql     | 0
 .../Bengali/adjectives/query_adjectives.sparql                   | 0
 .../Bengali/adverbs/query_adverbs.sparql                         | 0
 .../language_data_extraction/Bengali/nouns/query_nouns.sparql    | 0
 .../Bengali/postpositions/query_postpositions.sparql             | 0
 .../Bengali/prepositions/query_prepositions.sparql               | 0
 .../Bengali/proper_nouns/query_proper_nouns.sparql               | 0
 .../language_data_extraction/Bengali/verbs/query_verbs.sparql    | 0
 .../Chinese/Mandarin/adjectives/query_adjectives.sparql          | 0
 .../Chinese/Mandarin/adverbs/query_adverbs.sparql                | 0
 .../Chinese/Mandarin/emoji_keywords/__init__.py                  | 0
 .../Chinese/Mandarin/emoji_keywords/generate_emoji_keywords.py   | 0
 .../Chinese/Mandarin/nouns/query_nouns.sparql                    | 0
 .../Chinese/Mandarin/prepositions/query_prepositions.sparql      | 0
 .../Chinese/Mandarin/proper_nouns/query_proper_nouns.sparql      | 0
 .../Chinese/Mandarin/verbs/query_verbs.sparql                    | 0
 .../Czech/adjectives/query_adjectives_1.sparql                   | 0
 .../Czech/adjectives/query_adjectives_2.sparql                   | 0
 .../Czech/adjectives/query_adjectives_3.sparql                   | 0
 .../language_data_extraction/Czech/adverbs/query_adverbs.sparql  | 0
 .../language_data_extraction/Czech/emoji_keywords/__init__.py    | 0
 .../Czech/emoji_keywords/generate_emoji_keywords.py              | 1 -
 .../language_data_extraction/Czech/nouns/query_nouns.sparql      | 0
 .../Czech/prepositions/query_prepositions.sparql                 | 0
 .../Czech/proper_nouns/query_proper_nouns.sparql                 | 0
 .../language_data_extraction/Czech/verbs/query_verbs_1.sparql    | 0
 .../language_data_extraction/Czech/verbs/query_verbs_2.sparql    | 0
 .../Dagbani/adjectives/query_adjectives.sparql                   | 0
 .../Dagbani/adverbs/query_adverbs.sparql                         | 0
 .../language_data_extraction/Dagbani/nouns/query_nouns.sparql    | 0
 .../Dagbani/prepositions/query_prepositions.sparql               | 0
 .../language_data_extraction/Dagbani/verbs/query_verbs.sparql    | 0
 .../Danish/adjectives/query_adjectives_1.sparql                  | 0
 .../Danish/adjectives/query_adjectives_2.sparql                  | 0
 .../Danish/adjectives/query_adjectives_3.sparql                  | 0
 .../language_data_extraction/Danish/adverbs/query_adverbs.sparql | 0
 .../language_data_extraction/Danish/emoji_keywords/__init__.py   | 0
 .../Danish/emoji_keywords/generate_emoji_keywords.py             | 0
 .../language_data_extraction/Danish/nouns/query_nouns.sparql     | 0
 .../Danish/proper_nouns/query_proper_nouns.sparql                | 0
 .../language_data_extraction/Danish/verbs/query_verbs.sparql     | 0
 .../{ => wikidata}/language_data_extraction/English/__init__.py  | 0
 .../English/adjectives/query_adjectives.sparql                   | 0
 .../English/adverbs/query_adverbs.sparql                         | 0
 .../language_data_extraction/English/emoji_keywords/__init__.py  | 0
 .../English/emoji_keywords/generate_emoji_keywords.py            | 0
 .../language_data_extraction/English/nouns/__init__.py           | 0
 .../language_data_extraction/English/nouns/format_nouns.py       | 0
 .../language_data_extraction/English/nouns/query_nouns.sparql    | 0
 .../English/proper_nouns/query_proper_nouns.sparql               | 0
 .../language_data_extraction/English/verbs/__init__.py           | 0
 .../language_data_extraction/English/verbs/format_verbs.py       | 0
 .../language_data_extraction/English/verbs/query_verbs.sparql    | 0
 .../Esperanto/adjectives/query_adjectives.sparql                 | 0
 .../Esperanto/adverbs/query_adverbs.sparql                       | 0
 .../Esperanto/emoji_keywords/__init__.py                         | 0
 .../Esperanto/emoji_keywords/generate_emoji_keywords.py          | 0
 .../language_data_extraction/Esperanto/nouns/query_nouns.sparql  | 0
 .../Esperanto/personal_pronouns/query_personal_pronouns.sparql   | 0
 .../Esperanto/proper_nouns/query_proper_nouns.sparql             | 0
 .../language_data_extraction/Esperanto/verbs/query_verbs.sparql  | 0
 .../Estonian/adjectives/query_adjectives_1.sparql                | 0
 .../Estonian/adjectives/query_adjectives_2.sparql                | 0
 .../Estonian/adjectives/query_adjectives_3.sparql                | 0
 .../Estonian/adjectives/query_adjectives_4.sparql                | 0
 .../Estonian/adverbs/query_adverbs_1.sparql                      | 0
 .../Estonian/adverbs/query_adverbs_2.sparql                      | 0
 .../language_data_extraction/Estonian/emoji_keywords/__init__.py | 0
 .../Estonian/emoji_keywords/generate_emoji_keyword.py            | 0
 .../language_data_extraction/Estonian/nouns/query_nouns.sparql   | 0
 .../Estonian/postpositions/query_postpositions.sparql            | 0
 .../Estonian/prepositions/query_prepositions.sparql              | 0
 .../Estonian/proper_nouns/query_proper_nouns.sparql              | 0
 .../language_data_extraction/Estonian/verbs/query_verbs.sparql   | 0
 .../Finnish/adjectives/query_adjectives.sparql                   | 0
 .../Finnish/adverbs/query_adverbs.sparql                         | 0
 .../language_data_extraction/Finnish/emoji_keywords/__init__.py  | 0
 .../Finnish/emoji_keywords/generate_emoji_keywords.py            | 0
 .../language_data_extraction/Finnish/nouns/query_nouns.sparql    | 0
 .../Finnish/prepositions/query_prepositions.sparql               | 0
 .../Finnish/proper_nouns/query_proper_nouns.sparql               | 0
 .../language_data_extraction/Finnish/verbs/query_verbs.sparql    | 0
 .../{ => wikidata}/language_data_extraction/French/__init__.py   | 0
 .../French/adjectives/query_adjectives.sparql                    | 0
 .../language_data_extraction/French/adverbs/query_adverbs.sparql | 0
 .../language_data_extraction/French/emoji_keywords/__init__.py   | 0
 .../French/emoji_keywords/generate_emoji_keywords.py             | 0
 .../language_data_extraction/French/nouns/__init__.py            | 0
 .../language_data_extraction/French/nouns/format_nouns.py        | 0
 .../language_data_extraction/French/nouns/query_nouns.sparql     | 0
 .../French/prepositions/query_prepositions.sparql                | 0
 .../French/proper_nouns/query_proper_nouns.sparql                | 0
 .../language_data_extraction/French/verbs/__init__.py            | 0
 .../language_data_extraction/French/verbs/format_verbs.py        | 0
 .../language_data_extraction/French/verbs/query_verbs_1.sparql   | 0
 .../language_data_extraction/French/verbs/query_verbs_2.sparql   | 0
 .../{ => wikidata}/language_data_extraction/German/__init__.py   | 0
 .../German/adjectives/query_adjectives.sparql                    | 0
 .../language_data_extraction/German/adverbs/query_adverbs.sparql | 0
 .../language_data_extraction/German/emoji_keywords/__init__.py   | 0
 .../German/emoji_keywords/generate_emoji_keywords.py             | 0
 .../language_data_extraction/German/nouns/__init__.py            | 0
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 rename src/scribe_data/{ => wikidata}/language_data_extraction/Malay/proper_nouns/query_proper_nouns.sparql (100%)
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 rename src/scribe_data/{ => wikidata}/language_data_extraction/Malayalam/adjectives/query_adjectives.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Malayalam/adverbs/query_adverbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Portuguese => wikidata/language_data_extraction/Malayalam/emoji_keywords}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Malayalam/emoji_keywords/generate_emoji_keywords.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Malayalam/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Malayalam/postpositions/query_postpositions.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Malayalam/prepositions/query_prepositions.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Malayalam/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Malayalam/verbs/query_verbs.sparql (100%)
 rename "src/scribe_data/language_data_extraction/Norwegian/Bokm\303\245l/nouns/query_nouns.sparql" => "src/scribe_data/wikidata/language_data_extraction/Norwegian/Bokm\303\245l/nouns/query_nouns.sparql" (100%)
 rename "src/scribe_data/language_data_extraction/Norwegian/Bokm\303\245l/proper_nouns/query_proper_nouns.sparql" => "src/scribe_data/wikidata/language_data_extraction/Norwegian/Bokm\303\245l/proper_nouns/query_proper_nouns.sparql" (100%)
 rename "src/scribe_data/language_data_extraction/Norwegian/Bokm\303\245l/verbs/query_verbs.sparql" => "src/scribe_data/wikidata/language_data_extraction/Norwegian/Bokm\303\245l/verbs/query_verbs.sparql" (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Norwegian/Nynorsk/adjectives/query_adjectives.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Norwegian/Nynorsk/adverbs/query_adverbs.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Norwegian/Nynorsk/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Norwegian/Nynorsk/prepositions/query_prepositions.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Norwegian/Nynorsk/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Norwegian/Nynorsk/verbs/query_verbs.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Persian/adjectives/query_adjectives.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Persian/adverbs/query_adverbs.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Persian/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Persian/prepositions/query_prepositions.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Persian/verbs/query_verbs_1.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Persian/verbs/query_verbs_2.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Persian/verbs/query_verbs_3.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Persian/verbs/query_verbs_4.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Persian/verbs/query_verbs_5.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Pidgin/Nigerian/adverbs/query_adverbs.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Pidgin/Nigerian/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Pidgin/Nigerian/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Pidgin/Nigerian/verbs/query_verbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Portuguese => wikidata/language_data_extraction/Polish}/emoji_keywords/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Polish/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Polish/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Polish/verbs/query_verbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Portuguese/nouns => wikidata/language_data_extraction/Portuguese}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Portuguese/adjectives/query_adjectives.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Portuguese/adverbs/query_adverbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Portuguese/verbs => wikidata/language_data_extraction/Portuguese/emoji_keywords}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Portuguese/emoji_keywords/generate_emoji_keywords.py (100%)
 rename src/scribe_data/{language_data_extraction/Punjabi/Gurmukhi/emoji_keywords => wikidata/language_data_extraction/Portuguese/nouns}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Portuguese/nouns/format_nouns.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Portuguese/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Portuguese/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Punjabi/Shahmukhi/emoji_keywords => wikidata/language_data_extraction/Portuguese/verbs}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Portuguese/verbs/format_verbs.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Portuguese/verbs/query_verbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Russian => wikidata/language_data_extraction/Punjabi/Gurmukhi/emoji_keywords}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Punjabi/Gurmukhi/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Punjabi/Gurmukhi/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Punjabi/Gurmukhi/verbs/query_verbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Russian => wikidata/language_data_extraction/Punjabi/Shahmukhi}/emoji_keywords/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Punjabi/Shahmukhi/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Punjabi/Shahmukhi/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Punjabi/Shahmukhi/verbs/query_verbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Russian/nouns => wikidata/language_data_extraction/Russian}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Russian/adjectives/query_adjectives.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Russian/adverbs/query_adverbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Russian/prepositions => wikidata/language_data_extraction/Russian/emoji_keywords}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Russian/emoji_keywords/generate_emoji_keywords.py (100%)
 rename src/scribe_data/{language_data_extraction/Russian/verbs => wikidata/language_data_extraction/Russian/nouns}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Russian/nouns/format_nouns.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Russian/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Slovak/emoji_keywords => wikidata/language_data_extraction/Russian/prepositions}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Russian/prepositions/format_prepositions.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Russian/prepositions/query_prepositions.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Russian/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Spanish => wikidata/language_data_extraction/Russian/verbs}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Russian/verbs/format_verbs.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Russian/verbs/query_verbs.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Sami/Northern/adjectives/query_adjectives.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Sami/Northern/adverbs/query_adverbs.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Sami/Northern/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Sami/Northern/verbs/query_verbs.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Slovak/adjectives/query_adjectives.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Slovak/adjectives/query_adjectives_1.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Slovak/adjectives/query_adjectives_2.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Slovak/adjectives/query_adjectives_3.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Slovak/adjectives/query_adjectives_4.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Slovak/adjectives/query_adjectives_5.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Slovak/adjectives/query_adjectives_6.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Slovak/adverbs/query_adverbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Spanish => wikidata/language_data_extraction/Slovak}/emoji_keywords/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Slovak/emoji_keywords/generate_emoji_keywords.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Slovak/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Slovak/prepositions/query_prepositions.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Slovak/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Slovak/verbs/query_verbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Spanish/nouns => wikidata/language_data_extraction/Spanish}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Spanish/adjectives/query_adjectives.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Spanish/adverbs/query_adverbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Spanish/verbs => wikidata/language_data_extraction/Spanish/emoji_keywords}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Spanish/emoji_keywords/generate_emoji_keywords.py (100%)
 rename src/scribe_data/{language_data_extraction/Swahili/emoji_keywords => wikidata/language_data_extraction/Spanish/nouns}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Spanish/nouns/format_nouns.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Spanish/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Spanish/prepositions/query_prepositions.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Spanish/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Swedish => wikidata/language_data_extraction/Spanish/verbs}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Spanish/verbs/format_verbs.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Spanish/verbs/query_verbs_1.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Spanish/verbs/query_verbs_2.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Spanish/verbs/query_verbs_3.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swahili/adjectives/query_adjectives.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swahili/adverbs/query_adverbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Swedish => wikidata/language_data_extraction/Swahili}/emoji_keywords/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swahili/emoji_keywords/generate_emoji_keyword.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swahili/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swahili/prepositions/query_prepositions.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swahili/verbs/query_verbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Swedish/nouns => wikidata/language_data_extraction/Swedish}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swedish/adjectives/query_adjectives.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swedish/adverbs/query_adverbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Swedish/verbs => wikidata/language_data_extraction/Swedish/emoji_keywords}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swedish/emoji_keywords/generate_emoji_keywords.py (100%)
 rename src/scribe_data/{language_data_extraction/Tajik/emoji_keywords => wikidata/language_data_extraction/Swedish/nouns}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swedish/nouns/format_nouns.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swedish/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swedish/prepositions/query_prepositions.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swedish/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Tamil/emoji_keywords => wikidata/language_data_extraction/Swedish/verbs}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swedish/verbs/format_verbs.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Swedish/verbs/query_verbs.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Tajik/adjectives/query_adjectives.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Tajik/adverbs/query_adverbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Ukrainian => wikidata/language_data_extraction/Tajik}/emoji_keywords/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Tajik/emoji_keywords/generate_emoji_keywords.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Tajik/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Tajik/prepositions/query_prepositions.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Tajik/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Tajik/verbs/query_verbs.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Tamil/adjectives/query_adjectives.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Tamil/adverbs/query_adverbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction/Yoruba => wikidata/language_data_extraction/Tamil}/emoji_keywords/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Tamil/emoji_keywords/generate_emoji_keywords.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Tamil/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Tamil/prepositions/query_prepositions.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Tamil/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Tamil/verbs/query_verbs.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Ukrainian/adjectives/query_adjectives.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Ukrainian/adverbs/query_adverbs.sparql (100%)
 rename src/scribe_data/{language_data_extraction => wikidata/language_data_extraction/Ukrainian/emoji_keywords}/__init__.py (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Ukrainian/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Ukrainian/prepositions/query_prepositions.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Ukrainian/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Ukrainian/verbs/query_verbs.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Yoruba/adjectives/query_adjectives.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Yoruba/adverbs/query_adverbs.sparql (100%)
 create mode 100644 src/scribe_data/wikidata/language_data_extraction/Yoruba/emoji_keywords/__init__.py
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Yoruba/nouns/query_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Yoruba/prepositions/query_prepositions.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Yoruba/proper_nouns/query_proper_nouns.sparql (100%)
 rename src/scribe_data/{ => wikidata}/language_data_extraction/Yoruba/verbs/query_verbs.sparql (100%)
 create mode 100644 src/scribe_data/wikidata/language_data_extraction/__init__.py

diff --git a/src/scribe_data/language_data_extraction/Indonesian/emoji_keywords/__init__.py b/src/scribe_data/language_data_extraction/Indonesian/emoji_keywords/__init__.py
deleted file mode 100644
index 8b1378917..000000000
--- a/src/scribe_data/language_data_extraction/Indonesian/emoji_keywords/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/src/scribe_data/language_data_extraction/Latin/emoji_keywords/__init__.py b/src/scribe_data/language_data_extraction/Latin/emoji_keywords/__init__.py
deleted file mode 100644
index 8b1378917..000000000
--- a/src/scribe_data/language_data_extraction/Latin/emoji_keywords/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/src/scribe_data/language_data_extraction/Arabic/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Arabic/adjectives/query_adjectives.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Arabic/adjectives/query_adjectives.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Arabic/adjectives/query_adjectives.sparql
diff --git a/src/scribe_data/language_data_extraction/Arabic/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Arabic/adverbs/query_adverbs.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Arabic/adverbs/query_adverbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Arabic/adverbs/query_adverbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Arabic/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Arabic/nouns/query_nouns.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Arabic/nouns/query_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Arabic/nouns/query_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Arabic/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Arabic/proper_nouns/query_proper_nouns.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Arabic/proper_nouns/query_proper_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Arabic/proper_nouns/query_proper_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Arabic/verbs/query_verbs_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_1.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Arabic/verbs/query_verbs_1.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_1.sparql
diff --git a/src/scribe_data/language_data_extraction/Arabic/verbs/query_verbs_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_2.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Arabic/verbs/query_verbs_2.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_2.sparql
diff --git a/src/scribe_data/language_data_extraction/Arabic/verbs/query_verbs_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_3.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Arabic/verbs/query_verbs_3.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_3.sparql
diff --git a/src/scribe_data/language_data_extraction/Basque/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Basque/adjectives/query_adjectives.sparql
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rename from src/scribe_data/language_data_extraction/Basque/adjectives/query_adjectives.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Basque/adjectives/query_adjectives.sparql
diff --git a/src/scribe_data/language_data_extraction/Basque/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Basque/adverbs/query_adverbs.sparql
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rename from src/scribe_data/language_data_extraction/Basque/adverbs/query_adverbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Basque/adverbs/query_adverbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Basque/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Basque/emoji_keywords/__init__.py
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rename from src/scribe_data/language_data_extraction/Basque/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/Basque/emoji_keywords/__init__.py
diff --git a/src/scribe_data/language_data_extraction/Basque/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/Basque/emoji_keywords/generate_emoji_keywords.py
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rename from src/scribe_data/language_data_extraction/Basque/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/Basque/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/language_data_extraction/Basque/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Basque/nouns/query_nouns.sparql
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rename from src/scribe_data/language_data_extraction/Basque/nouns/query_nouns.sparql
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diff --git a/src/scribe_data/language_data_extraction/Basque/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Basque/proper_nouns/query_proper_nouns.sparql
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rename from src/scribe_data/language_data_extraction/Basque/proper_nouns/query_proper_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Basque/proper_nouns/query_proper_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Basque/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Basque/verbs/query_verbs.sparql
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rename from src/scribe_data/language_data_extraction/Basque/verbs/query_verbs.sparql
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diff --git a/src/scribe_data/language_data_extraction/Bengali/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Bengali/adjectives/query_adjectives.sparql
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rename from src/scribe_data/language_data_extraction/Bengali/adjectives/query_adjectives.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Bengali/adjectives/query_adjectives.sparql
diff --git a/src/scribe_data/language_data_extraction/Bengali/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Bengali/adverbs/query_adverbs.sparql
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rename from src/scribe_data/language_data_extraction/Bengali/adverbs/query_adverbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Bengali/adverbs/query_adverbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Bengali/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Bengali/nouns/query_nouns.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Bengali/nouns/query_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Bengali/nouns/query_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Bengali/postpositions/query_postpositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Bengali/postpositions/query_postpositions.sparql
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rename from src/scribe_data/language_data_extraction/Bengali/postpositions/query_postpositions.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Bengali/postpositions/query_postpositions.sparql
diff --git a/src/scribe_data/language_data_extraction/Bengali/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Bengali/prepositions/query_prepositions.sparql
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rename from src/scribe_data/language_data_extraction/Bengali/prepositions/query_prepositions.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Bengali/prepositions/query_prepositions.sparql
diff --git a/src/scribe_data/language_data_extraction/Bengali/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Bengali/proper_nouns/query_proper_nouns.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Bengali/proper_nouns/query_proper_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Bengali/proper_nouns/query_proper_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Bengali/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Bengali/verbs/query_verbs.sparql
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rename from src/scribe_data/language_data_extraction/Bengali/verbs/query_verbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Bengali/verbs/query_verbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Chinese/Mandarin/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/adjectives/query_adjectives.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Chinese/Mandarin/adjectives/query_adjectives.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/adjectives/query_adjectives.sparql
diff --git a/src/scribe_data/language_data_extraction/Chinese/Mandarin/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/adverbs/query_adverbs.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Chinese/Mandarin/adverbs/query_adverbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/adverbs/query_adverbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Chinese/Mandarin/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/language_data_extraction/Chinese/Mandarin/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/emoji_keywords/__init__.py
diff --git a/src/scribe_data/language_data_extraction/Chinese/Mandarin/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/language_data_extraction/Chinese/Mandarin/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/language_data_extraction/Chinese/Mandarin/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/nouns/query_nouns.sparql
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rename from src/scribe_data/language_data_extraction/Chinese/Mandarin/nouns/query_nouns.sparql
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diff --git a/src/scribe_data/language_data_extraction/Chinese/Mandarin/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/prepositions/query_prepositions.sparql
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rename from src/scribe_data/language_data_extraction/Chinese/Mandarin/prepositions/query_prepositions.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/prepositions/query_prepositions.sparql
diff --git a/src/scribe_data/language_data_extraction/Chinese/Mandarin/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/proper_nouns/query_proper_nouns.sparql
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rename from src/scribe_data/language_data_extraction/Chinese/Mandarin/proper_nouns/query_proper_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/proper_nouns/query_proper_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Chinese/Mandarin/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/verbs/query_verbs.sparql
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rename from src/scribe_data/language_data_extraction/Chinese/Mandarin/verbs/query_verbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/verbs/query_verbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Czech/adjectives/query_adjectives_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_1.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Czech/adjectives/query_adjectives_1.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_1.sparql
diff --git a/src/scribe_data/language_data_extraction/Czech/adjectives/query_adjectives_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_2.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Czech/adjectives/query_adjectives_2.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_2.sparql
diff --git a/src/scribe_data/language_data_extraction/Czech/adjectives/query_adjectives_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_3.sparql
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rename from src/scribe_data/language_data_extraction/Czech/adjectives/query_adjectives_3.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_3.sparql
diff --git a/src/scribe_data/language_data_extraction/Czech/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/adverbs/query_adverbs.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Czech/adverbs/query_adverbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Czech/adverbs/query_adverbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Czech/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Czech/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/language_data_extraction/Czech/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/Czech/emoji_keywords/__init__.py
diff --git a/src/scribe_data/language_data_extraction/Czech/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/Czech/emoji_keywords/generate_emoji_keywords.py
similarity index 99%
rename from src/scribe_data/language_data_extraction/Czech/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/Czech/emoji_keywords/generate_emoji_keywords.py
index 0723195e4..ddcfda1d4 100644
--- a/src/scribe_data/language_data_extraction/Czech/emoji_keywords/generate_emoji_keywords.py
+++ b/src/scribe_data/wikidata/language_data_extraction/Czech/emoji_keywords/generate_emoji_keywords.py
@@ -1,4 +1,3 @@
-
 """
 Generates keyword-emoji relationships from a selection of Czech words.
 
diff --git a/src/scribe_data/language_data_extraction/Czech/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/nouns/query_nouns.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Czech/nouns/query_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Czech/nouns/query_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Czech/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/prepositions/query_prepositions.sparql
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rename from src/scribe_data/language_data_extraction/Czech/prepositions/query_prepositions.sparql
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diff --git a/src/scribe_data/language_data_extraction/Czech/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/proper_nouns/query_proper_nouns.sparql
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rename from src/scribe_data/language_data_extraction/Czech/proper_nouns/query_proper_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Czech/proper_nouns/query_proper_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Czech/verbs/query_verbs_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/verbs/query_verbs_1.sparql
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rename from src/scribe_data/language_data_extraction/Czech/verbs/query_verbs_1.sparql
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diff --git a/src/scribe_data/language_data_extraction/Czech/verbs/query_verbs_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/verbs/query_verbs_2.sparql
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rename from src/scribe_data/language_data_extraction/Czech/verbs/query_verbs_2.sparql
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diff --git a/src/scribe_data/language_data_extraction/Dagbani/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Dagbani/adjectives/query_adjectives.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Dagbani/adjectives/query_adjectives.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Dagbani/adjectives/query_adjectives.sparql
diff --git a/src/scribe_data/language_data_extraction/Dagbani/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Dagbani/adverbs/query_adverbs.sparql
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rename from src/scribe_data/language_data_extraction/Dagbani/adverbs/query_adverbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Dagbani/adverbs/query_adverbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Dagbani/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Dagbani/nouns/query_nouns.sparql
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rename from src/scribe_data/language_data_extraction/Dagbani/nouns/query_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Dagbani/nouns/query_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Dagbani/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Dagbani/prepositions/query_prepositions.sparql
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rename from src/scribe_data/language_data_extraction/Dagbani/prepositions/query_prepositions.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Dagbani/prepositions/query_prepositions.sparql
diff --git a/src/scribe_data/language_data_extraction/Dagbani/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Dagbani/verbs/query_verbs.sparql
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rename from src/scribe_data/language_data_extraction/Dagbani/verbs/query_verbs.sparql
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diff --git a/src/scribe_data/language_data_extraction/Danish/adjectives/query_adjectives_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Danish/adjectives/query_adjectives_1.sparql
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rename from src/scribe_data/language_data_extraction/Danish/adjectives/query_adjectives_1.sparql
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diff --git a/src/scribe_data/language_data_extraction/Danish/adjectives/query_adjectives_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Danish/adjectives/query_adjectives_2.sparql
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rename from src/scribe_data/language_data_extraction/Danish/adjectives/query_adjectives_2.sparql
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diff --git a/src/scribe_data/language_data_extraction/Danish/adjectives/query_adjectives_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Danish/adjectives/query_adjectives_3.sparql
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rename from src/scribe_data/language_data_extraction/Danish/adjectives/query_adjectives_3.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Danish/adjectives/query_adjectives_3.sparql
diff --git a/src/scribe_data/language_data_extraction/Danish/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Danish/adverbs/query_adverbs.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Danish/adverbs/query_adverbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Danish/adverbs/query_adverbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Danish/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Danish/emoji_keywords/__init__.py
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rename from src/scribe_data/language_data_extraction/Danish/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/Danish/emoji_keywords/__init__.py
diff --git a/src/scribe_data/language_data_extraction/Danish/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/Danish/emoji_keywords/generate_emoji_keywords.py
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rename from src/scribe_data/language_data_extraction/Danish/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/Danish/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/language_data_extraction/Danish/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Danish/nouns/query_nouns.sparql
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rename from src/scribe_data/language_data_extraction/Danish/nouns/query_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Danish/nouns/query_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Danish/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Danish/proper_nouns/query_proper_nouns.sparql
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rename from src/scribe_data/language_data_extraction/Danish/proper_nouns/query_proper_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Danish/proper_nouns/query_proper_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Danish/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Danish/verbs/query_verbs.sparql
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rename from src/scribe_data/language_data_extraction/Danish/verbs/query_verbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Danish/verbs/query_verbs.sparql
diff --git a/src/scribe_data/language_data_extraction/English/__init__.py b/src/scribe_data/wikidata/language_data_extraction/English/__init__.py
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rename from src/scribe_data/language_data_extraction/English/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/English/__init__.py
diff --git a/src/scribe_data/language_data_extraction/English/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/English/adjectives/query_adjectives.sparql
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rename from src/scribe_data/language_data_extraction/English/adjectives/query_adjectives.sparql
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diff --git a/src/scribe_data/language_data_extraction/English/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/English/adverbs/query_adverbs.sparql
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rename from src/scribe_data/language_data_extraction/English/adverbs/query_adverbs.sparql
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diff --git a/src/scribe_data/language_data_extraction/English/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/English/emoji_keywords/__init__.py
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rename from src/scribe_data/language_data_extraction/English/emoji_keywords/__init__.py
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diff --git a/src/scribe_data/language_data_extraction/English/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/English/emoji_keywords/generate_emoji_keywords.py
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rename from src/scribe_data/language_data_extraction/English/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/English/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/language_data_extraction/English/nouns/__init__.py b/src/scribe_data/wikidata/language_data_extraction/English/nouns/__init__.py
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rename from src/scribe_data/language_data_extraction/Indonesian/nouns/query_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Indonesian/nouns/query_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Indonesian/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Indonesian/proper_nouns/query_proper_nouns.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Indonesian/proper_nouns/query_proper_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Indonesian/proper_nouns/query_proper_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Indonesian/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Indonesian/verbs/query_verbs.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Indonesian/verbs/query_verbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Indonesian/verbs/query_verbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Italian/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Italian/__init__.py
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rename from src/scribe_data/language_data_extraction/Italian/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/Italian/__init__.py
diff --git a/src/scribe_data/language_data_extraction/Italian/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/adjectives/query_adjectives.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Italian/adjectives/query_adjectives.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Italian/adjectives/query_adjectives.sparql
diff --git a/src/scribe_data/language_data_extraction/Italian/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/adverbs/query_adverbs.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Italian/adverbs/query_adverbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Italian/adverbs/query_adverbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Italian/nouns/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Italian/emoji_keywords/__init__.py
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rename from src/scribe_data/language_data_extraction/Italian/nouns/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/Italian/emoji_keywords/__init__.py
diff --git a/src/scribe_data/language_data_extraction/Italian/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/Italian/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/language_data_extraction/Italian/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/Italian/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/language_data_extraction/Italian/verbs/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Italian/nouns/__init__.py
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rename from src/scribe_data/language_data_extraction/Italian/verbs/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/Italian/nouns/__init__.py
diff --git a/src/scribe_data/language_data_extraction/Italian/nouns/format_nouns.py b/src/scribe_data/wikidata/language_data_extraction/Italian/nouns/format_nouns.py
similarity index 100%
rename from src/scribe_data/language_data_extraction/Italian/nouns/format_nouns.py
rename to src/scribe_data/wikidata/language_data_extraction/Italian/nouns/format_nouns.py
diff --git a/src/scribe_data/language_data_extraction/Italian/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/nouns/query_nouns.sparql
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rename from src/scribe_data/language_data_extraction/Italian/nouns/query_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Italian/nouns/query_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Italian/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/prepositions/query_prepositions.sparql
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rename from src/scribe_data/language_data_extraction/Italian/prepositions/query_prepositions.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Italian/prepositions/query_prepositions.sparql
diff --git a/src/scribe_data/language_data_extraction/Italian/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/proper_nouns/query_proper_nouns.sparql
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rename from src/scribe_data/language_data_extraction/Italian/proper_nouns/query_proper_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Italian/proper_nouns/query_proper_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Japanese/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/__init__.py
similarity index 100%
rename from src/scribe_data/language_data_extraction/Japanese/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/Italian/verbs/__init__.py
diff --git a/src/scribe_data/language_data_extraction/Italian/verbs/format_verbs.py b/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/format_verbs.py
similarity index 100%
rename from src/scribe_data/language_data_extraction/Italian/verbs/format_verbs.py
rename to src/scribe_data/wikidata/language_data_extraction/Italian/verbs/format_verbs.py
diff --git a/src/scribe_data/language_data_extraction/Italian/verbs/query_verbs_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_1.sparql
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rename from src/scribe_data/language_data_extraction/Italian/verbs/query_verbs_1.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_1.sparql
diff --git a/src/scribe_data/language_data_extraction/Italian/verbs/query_verbs_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_2.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Italian/verbs/query_verbs_2.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_2.sparql
diff --git a/src/scribe_data/language_data_extraction/Italian/verbs/query_verbs_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_3.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Italian/verbs/query_verbs_3.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_3.sparql
diff --git a/src/scribe_data/language_data_extraction/Japanese/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Japanese/adjectives/query_adjectives.sparql
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rename from src/scribe_data/language_data_extraction/Japanese/adjectives/query_adjectives.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Japanese/adjectives/query_adjectives.sparql
diff --git a/src/scribe_data/language_data_extraction/Japanese/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Japanese/adverbs/query_adverbs.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Japanese/adverbs/query_adverbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Japanese/adverbs/query_adverbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Kurmanji/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Japanese/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/language_data_extraction/Kurmanji/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/Japanese/emoji_keywords/__init__.py
diff --git a/src/scribe_data/language_data_extraction/Japanese/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/Japanese/emoji_keywords/generate_emoji_keywords.py
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rename from src/scribe_data/language_data_extraction/Japanese/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/Japanese/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/language_data_extraction/Japanese/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Japanese/nouns/query_nouns.sparql
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rename from src/scribe_data/language_data_extraction/Japanese/nouns/query_nouns.sparql
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diff --git a/src/scribe_data/language_data_extraction/Japanese/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Japanese/prepositions/query_prepositions.sparql
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rename from src/scribe_data/language_data_extraction/Japanese/prepositions/query_prepositions.sparql
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diff --git a/src/scribe_data/language_data_extraction/Japanese/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Japanese/proper_nouns/query_proper_nouns.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Japanese/proper_nouns/query_proper_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Japanese/proper_nouns/query_proper_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Japanese/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Japanese/verbs/query_verbs.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Japanese/verbs/query_verbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Japanese/verbs/query_verbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Korean/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Korean/adjectives/query_adjectives.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Korean/adjectives/query_adjectives.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Korean/adjectives/query_adjectives.sparql
diff --git a/src/scribe_data/language_data_extraction/Korean/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Korean/adverbs/query_adverbs.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Korean/adverbs/query_adverbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Korean/adverbs/query_adverbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Korean/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/Korean/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/language_data_extraction/Korean/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/Korean/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/language_data_extraction/Korean/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Korean/nouns/query_nouns.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Korean/nouns/query_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Korean/nouns/query_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Korean/postpositions/query_postpositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Korean/postpositions/query_postpositions.sparql
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rename from src/scribe_data/language_data_extraction/Korean/postpositions/query_postpositions.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Korean/postpositions/query_postpositions.sparql
diff --git a/src/scribe_data/language_data_extraction/Korean/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Korean/verbs/query_verbs.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Korean/verbs/query_verbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Korean/verbs/query_verbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Kurmanji/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Kurmanji/adjectives/query_adjectives.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Kurmanji/adjectives/query_adjectives.sparql
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diff --git a/src/scribe_data/language_data_extraction/Kurmanji/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Kurmanji/adverbs/query_adverbs.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Kurmanji/adverbs/query_adverbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Kurmanji/adverbs/query_adverbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Malayalam/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Kurmanji/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/language_data_extraction/Malayalam/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/Kurmanji/emoji_keywords/__init__.py
diff --git a/src/scribe_data/language_data_extraction/Kurmanji/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Kurmanji/nouns/query_nouns.sparql
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rename from src/scribe_data/language_data_extraction/Kurmanji/nouns/query_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Kurmanji/nouns/query_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Kurmanji/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Kurmanji/prepositions/query_prepositions.sparql
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rename from src/scribe_data/language_data_extraction/Kurmanji/prepositions/query_prepositions.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Kurmanji/prepositions/query_prepositions.sparql
diff --git a/src/scribe_data/language_data_extraction/Kurmanji/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Kurmanji/proper_nouns/query_proper_nouns.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Kurmanji/proper_nouns/query_proper_nouns.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Kurmanji/proper_nouns/query_proper_nouns.sparql
diff --git a/src/scribe_data/language_data_extraction/Kurmanji/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Kurmanji/verbs/query_verbs.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Kurmanji/verbs/query_verbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Kurmanji/verbs/query_verbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Latin/adjectives/query_adjectives_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/adjectives/query_adjectives_1.sparql
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rename from src/scribe_data/language_data_extraction/Latin/adjectives/query_adjectives_1.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Latin/adjectives/query_adjectives_1.sparql
diff --git a/src/scribe_data/language_data_extraction/Latin/adjectives/query_adjectives_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/adjectives/query_adjectives_2.sparql
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rename from src/scribe_data/language_data_extraction/Latin/adjectives/query_adjectives_2.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Latin/adjectives/query_adjectives_2.sparql
diff --git a/src/scribe_data/language_data_extraction/Latin/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/adverbs/query_adverbs.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Latin/adverbs/query_adverbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Latin/adverbs/query_adverbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Polish/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Latin/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/language_data_extraction/Polish/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/Latin/emoji_keywords/__init__.py
diff --git a/src/scribe_data/language_data_extraction/Latin/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/Latin/emoji_keywords/generate_emoji_keywords.py
similarity index 99%
rename from src/scribe_data/language_data_extraction/Latin/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/Latin/emoji_keywords/generate_emoji_keywords.py
index 818bb0d9f..30be12a81 100644
--- a/src/scribe_data/language_data_extraction/Latin/emoji_keywords/generate_emoji_keywords.py
+++ b/src/scribe_data/wikidata/language_data_extraction/Latin/emoji_keywords/generate_emoji_keywords.py
@@ -1,4 +1,3 @@
-
 """
 Generates keyword-emoji relationships from a selection of Latin words.
 
diff --git a/src/scribe_data/language_data_extraction/Latin/nouns/query_nouns_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/nouns/query_nouns_1.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Latin/nouns/query_nouns_1.sparql
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diff --git a/src/scribe_data/language_data_extraction/Latin/nouns/query_nouns_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/nouns/query_nouns_2.sparql
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rename from src/scribe_data/language_data_extraction/Latin/nouns/query_nouns_2.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Latin/nouns/query_nouns_2.sparql
diff --git a/src/scribe_data/language_data_extraction/Latin/nouns/query_nouns_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/nouns/query_nouns_3.sparql
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rename from src/scribe_data/language_data_extraction/Latin/nouns/query_nouns_3.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Latin/nouns/query_nouns_3.sparql
diff --git a/src/scribe_data/language_data_extraction/Latin/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/prepositions/query_prepositions.sparql
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rename from src/scribe_data/language_data_extraction/Latin/prepositions/query_prepositions.sparql
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diff --git a/src/scribe_data/language_data_extraction/Latin/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/verbs/query_verbs.sparql
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rename from src/scribe_data/language_data_extraction/Latin/verbs/query_verbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Latin/verbs/query_verbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Latvian/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Latvian/adjectives/query_adjectives.sparql
similarity index 100%
rename from src/scribe_data/language_data_extraction/Latvian/adjectives/query_adjectives.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Latvian/adjectives/query_adjectives.sparql
diff --git a/src/scribe_data/language_data_extraction/Latvian/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Latvian/adverbs/query_adverbs.sparql
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rename from src/scribe_data/language_data_extraction/Latvian/adverbs/query_adverbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Latvian/adverbs/query_adverbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Latvian/nouns/nouns_query.sparql b/src/scribe_data/wikidata/language_data_extraction/Latvian/nouns/nouns_query.sparql
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rename from src/scribe_data/language_data_extraction/Latvian/nouns/nouns_query.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Latvian/nouns/nouns_query.sparql
diff --git a/src/scribe_data/language_data_extraction/Latvian/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Latvian/prepositions/query_prepositions.sparql
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rename from src/scribe_data/language_data_extraction/Latvian/prepositions/query_prepositions.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Latvian/prepositions/query_prepositions.sparql
diff --git a/src/scribe_data/language_data_extraction/Latvian/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Latvian/verbs/query_verbs.sparql
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rename from src/scribe_data/language_data_extraction/Latvian/verbs/query_verbs.sparql
rename to src/scribe_data/wikidata/language_data_extraction/Latvian/verbs/query_verbs.sparql
diff --git a/src/scribe_data/language_data_extraction/Malay/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Malay/nouns/query_nouns.sparql
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rename from src/scribe_data/language_data_extraction/Malay/nouns/query_nouns.sparql
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diff --git a/src/scribe_data/language_data_extraction/Malay/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Malay/proper_nouns/query_proper_nouns.sparql
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diff --git a/src/scribe_data/language_data_extraction/Malay/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Malay/verbs/query_verbs.sparql
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diff --git a/src/scribe_data/language_data_extraction/Malayalam/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Malayalam/adjectives/query_adjectives.sparql
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diff --git a/src/scribe_data/language_data_extraction/Portuguese/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Malayalam/emoji_keywords/__init__.py
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diff --git a/src/scribe_data/language_data_extraction/Malayalam/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Malayalam/nouns/query_nouns.sparql
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diff --git a/src/scribe_data/language_data_extraction/Malayalam/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Malayalam/verbs/query_verbs.sparql
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diff --git "a/src/scribe_data/language_data_extraction/Norwegian/Bokm\303\245l/nouns/query_nouns.sparql" "b/src/scribe_data/wikidata/language_data_extraction/Norwegian/Bokm\303\245l/nouns/query_nouns.sparql"
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diff --git "a/src/scribe_data/language_data_extraction/Norwegian/Bokm\303\245l/proper_nouns/query_proper_nouns.sparql" "b/src/scribe_data/wikidata/language_data_extraction/Norwegian/Bokm\303\245l/proper_nouns/query_proper_nouns.sparql"
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diff --git "a/src/scribe_data/language_data_extraction/Norwegian/Bokm\303\245l/verbs/query_verbs.sparql" "b/src/scribe_data/wikidata/language_data_extraction/Norwegian/Bokm\303\245l/verbs/query_verbs.sparql"
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diff --git a/src/scribe_data/language_data_extraction/Norwegian/Nynorsk/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/adjectives/query_adjectives.sparql
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diff --git a/src/scribe_data/language_data_extraction/Persian/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Persian/adjectives/query_adjectives.sparql
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diff --git a/src/scribe_data/language_data_extraction/Pidgin/Nigerian/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Pidgin/Nigerian/adverbs/query_adverbs.sparql
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diff --git a/src/scribe_data/language_data_extraction/Portuguese/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Polish/emoji_keywords/__init__.py
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diff --git a/src/scribe_data/language_data_extraction/Punjabi/Gurmukhi/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Portuguese/nouns/__init__.py
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diff --git a/src/scribe_data/language_data_extraction/Punjabi/Shahmukhi/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Portuguese/verbs/__init__.py
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diff --git a/src/scribe_data/language_data_extraction/Swedish/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Swahili/emoji_keywords/__init__.py
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rename from src/scribe_data/language_data_extraction/Swedish/emoji_keywords/__init__.py
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diff --git a/src/scribe_data/language_data_extraction/Swahili/emoji_keywords/generate_emoji_keyword.py b/src/scribe_data/wikidata/language_data_extraction/Swahili/emoji_keywords/generate_emoji_keyword.py
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rename from src/scribe_data/language_data_extraction/Swahili/emoji_keywords/generate_emoji_keyword.py
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diff --git a/src/scribe_data/language_data_extraction/Swahili/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Swahili/nouns/query_nouns.sparql
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diff --git a/src/scribe_data/language_data_extraction/Swahili/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Swahili/prepositions/query_prepositions.sparql
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diff --git a/src/scribe_data/language_data_extraction/Swahili/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Swahili/verbs/query_verbs.sparql
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diff --git a/src/scribe_data/language_data_extraction/Swedish/nouns/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Swedish/__init__.py
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diff --git a/src/scribe_data/language_data_extraction/Swedish/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Swedish/adverbs/query_adverbs.sparql
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diff --git a/src/scribe_data/language_data_extraction/Swedish/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/Swedish/emoji_keywords/generate_emoji_keywords.py
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diff --git a/src/scribe_data/language_data_extraction/Tajik/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Swedish/nouns/__init__.py
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diff --git a/src/scribe_data/language_data_extraction/Swedish/nouns/format_nouns.py b/src/scribe_data/wikidata/language_data_extraction/Swedish/nouns/format_nouns.py
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diff --git a/src/scribe_data/language_data_extraction/Swedish/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Swedish/nouns/query_nouns.sparql
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diff --git a/src/scribe_data/language_data_extraction/Swedish/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Swedish/proper_nouns/query_proper_nouns.sparql
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diff --git a/src/scribe_data/language_data_extraction/Tamil/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Swedish/verbs/__init__.py
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rename from src/scribe_data/language_data_extraction/Swedish/verbs/format_verbs.py
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diff --git a/src/scribe_data/language_data_extraction/Swedish/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Swedish/verbs/query_verbs.sparql
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diff --git a/src/scribe_data/language_data_extraction/Tajik/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Tajik/adjectives/query_adjectives.sparql
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diff --git a/src/scribe_data/language_data_extraction/Ukrainian/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Tajik/emoji_keywords/__init__.py
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rename from src/scribe_data/language_data_extraction/Ukrainian/emoji_keywords/__init__.py
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diff --git a/src/scribe_data/language_data_extraction/Tajik/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/Tajik/emoji_keywords/generate_emoji_keywords.py
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diff --git a/src/scribe_data/language_data_extraction/Tajik/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Tajik/nouns/query_nouns.sparql
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diff --git a/src/scribe_data/language_data_extraction/Tajik/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Tajik/verbs/query_verbs.sparql
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diff --git a/src/scribe_data/language_data_extraction/Yoruba/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Tamil/emoji_keywords/__init__.py
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diff --git a/src/scribe_data/language_data_extraction/Tamil/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/Tamil/emoji_keywords/generate_emoji_keywords.py
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diff --git a/src/scribe_data/language_data_extraction/Yoruba/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Yoruba/verbs/query_verbs.sparql
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From 3639f56988800cc45ad36420b20efcb0597947e9 Mon Sep 17 00:00:00 2001
From: Andrew Tavis McAllister <andrew.t.mcallister@gmail.com>
Date: Thu, 24 Oct 2024 01:43:28 +0200
Subject: [PATCH 4/8] Update language data directories to be lower case

---
 .../Arabic/adjectives/query_adjectives.sparql | 213 ---------------
 .../Arabic/adverbs/query_adverbs.sparql       |  13 -
 .../Arabic/nouns/query_nouns.sparql           | 217 ----------------
 .../proper_nouns/query_proper_nouns.sparql    |  13 -
 .../Arabic/verbs/query_verbs_1.sparql         |  92 -------
 .../Arabic/verbs/query_verbs_2.sparql         |  92 -------
 .../Arabic/verbs/query_verbs_3.sparql         |  50 ----
 .../Basque/adjectives/query_adjectives.sparql |  13 -
 .../Basque/adverbs/query_adverbs.sparql       |  13 -
 .../Basque/nouns/query_nouns.sparql           |  31 ---
 .../proper_nouns/query_proper_nouns.sparql    |  13 -
 .../Basque/verbs/query_verbs.sparql           |  60 -----
 .../adjectives/query_adjectives.sparql        |  13 -
 .../Bengali/adverbs/query_adverbs.sparql      |  13 -
 .../Bengali/nouns/query_nouns.sparql          |  47 ----
 .../postpositions/query_postpositions.sparql  |  26 --
 .../prepositions/query_prepositions.sparql    |  25 --
 .../proper_nouns/query_proper_nouns.sparql    |  47 ----
 .../Bengali/verbs/query_verbs.sparql          |  13 -
 .../adjectives/query_adjectives.sparql        |  13 -
 .../Mandarin/adverbs/query_adverbs.sparql     |  14 -
 .../Chinese/Mandarin/nouns/query_nouns.sparql |  13 -
 .../prepositions/query_prepositions.sparql    |  13 -
 .../proper_nouns/query_proper_nouns.sparql    |  13 -
 .../Chinese/Mandarin/verbs/query_verbs.sparql |  13 -
 .../adjectives/query_adjectives_1.sparql      |  22 --
 .../adjectives/query_adjectives_2.sparql      |  22 --
 .../adjectives/query_adjectives_3.sparql      |  22 --
 .../Czech/adverbs/query_adverbs.sparql        |  31 ---
 .../Czech/nouns/query_nouns.sparql            |  41 ---
 .../prepositions/query_prepositions.sparql    |  26 --
 .../proper_nouns/query_proper_nouns.sparql    |  34 ---
 .../Czech/verbs/query_verbs_1.sparql          | 138 ----------
 .../Czech/verbs/query_verbs_2.sparql          | 129 ----------
 .../adjectives/query_adjectives.sparql        |  31 ---
 .../Dagbani/adverbs/query_adverbs.sparql      |  76 ------
 .../Dagbani/nouns/query_nouns.sparql          |  20 --
 .../prepositions/query_prepositions.sparql    |  13 -
 .../Dagbani/verbs/query_verbs.sparql          |  48 ----
 .../adjectives/query_adjectives_1.sparql      |  29 ---
 .../adjectives/query_adjectives_2.sparql      |  47 ----
 .../adjectives/query_adjectives_3.sparql      |  29 ---
 .../Danish/adverbs/query_adverbs.sparql       |  13 -
 .../Danish/nouns/query_nouns.sparql           |  34 ---
 .../proper_nouns/query_proper_nouns.sparql    |  25 --
 .../Danish/verbs/query_verbs.sparql           |  96 -------
 .../adjectives/query_adjectives.sparql        |  13 -
 .../English/adverbs/query_adverbs.sparql      |  13 -
 .../English/nouns/format_nouns.py             | 106 --------
 .../English/nouns/query_nouns.sparql          |  22 --
 .../proper_nouns/query_proper_nouns.sparql    |  22 --
 .../English/verbs/format_verbs.py             | 149 -----------
 .../English/verbs/query_verbs.sparql          |  76 ------
 .../adjectives/query_adjectives.sparql        |  14 -
 .../Esperanto/adverbs/query_adverbs.sparql    |  14 -
 .../Esperanto/nouns/query_nouns.sparql        |  40 ---
 .../query_personal_pronouns.sparql            |  14 -
 .../proper_nouns/query_proper_nouns.sparql    |  40 ---
 .../Esperanto/verbs/query_verbs.sparql        |  65 -----
 .../adjectives/query_adjectives_1.sparql      |  61 -----
 .../adjectives/query_adjectives_2.sparql      |  77 ------
 .../adjectives/query_adjectives_3.sparql      |  77 ------
 .../adjectives/query_adjectives_4.sparql      |  60 -----
 .../Estonian/adverbs/query_adverbs_1.sparql   | 125 ---------
 .../Estonian/adverbs/query_adverbs_2.sparql   | 125 ---------
 .../Estonian/nouns/query_nouns.sparql         |  22 --
 .../postpositions/query_postpositions.sparql  |  25 --
 .../prepositions/query_prepositions.sparql    |  13 -
 .../proper_nouns/query_proper_nouns.sparql    |  22 --
 .../Estonian/verbs/query_verbs.sparql         |  31 ---
 .../adjectives/query_adjectives.sparql        |  13 -
 .../Finnish/adverbs/query_adverbs.sparql      |  13 -
 .../Finnish/nouns/query_nouns.sparql          |  22 --
 .../prepositions/query_prepositions.sparql    |  13 -
 .../proper_nouns/query_proper_nouns.sparql    |  22 --
 .../Finnish/verbs/query_verbs.sparql          |  13 -
 .../French/adjectives/query_adjectives.sparql |  13 -
 .../French/adverbs/query_adverbs.sparql       |  13 -
 .../French/nouns/format_nouns.py              | 111 --------
 .../French/nouns/query_nouns.sparql           |  34 ---
 .../prepositions/query_prepositions.sparql    |  13 -
 .../proper_nouns/query_proper_nouns.sparql    |  25 --
 .../French/verbs/format_verbs.py              |  90 -------
 .../French/verbs/query_verbs_1.sparql         | 106 --------
 .../French/verbs/query_verbs_2.sparql         | 106 --------
 .../German/adjectives/query_adjectives.sparql |  13 -
 .../German/adverbs/query_adverbs.sparql       |  13 -
 .../German/nouns/format_nouns.py              | 173 -------------
 .../German/nouns/query_nouns.sparql           |  34 ---
 .../prepositions/format_prepositions.py       | 103 --------
 .../prepositions/query_prepositions.sparql    |  26 --
 .../proper_nouns/query_proper_nouns.sparql    |  25 --
 .../German/verbs/format_verbs.py              | 169 ------------
 .../German/verbs/query_verbs_1.sparql         |  63 -----
 .../German/verbs/query_verbs_2.sparql         |  79 ------
 .../Greek/adjectives/query_adjectives.sparql  |  13 -
 .../Greek/adverbs/query_adverbs.sparql        |  13 -
 .../Greek/nouns/query_nouns.sparql            |  37 ---
 .../proper_nouns/query_proper_nouns.sparql    |  28 --
 .../Greek/verbs/query_verbs.sparql            |  62 -----
 .../Hausa/nouns/query_nouns.sparql            |  38 ---
 .../proper_nouns/query_proper_nouns.sparql    |  27 --
 .../Hausa/verbs/query_verbs.sparql            |  15 --
 .../Hebrew/adjectives/query_adjectives.sparql |  94 -------
 .../Hebrew/adverbs/query_adverbs.sparql       |  14 -
 .../Hebrew/nouns/query_nouns.sparql           |  36 ---
 .../proper_nouns/query_proper_nouns.sparql    |  26 --
 .../Hebrew/verbs/query_verbs_1.sparql         |  48 ----
 .../Hebrew/verbs/query_verbs_2.sparql         |  46 ----
 .../Hebrew/verbs/query_verbs_3.sparql         |  93 -------
 .../Hebrew/verbs/query_verbs_4.sparql         |  93 -------
 .../Hindi/adjectives/query_adjectives.sparql  | 138 ----------
 .../Hindi/adverbs/query_adverbs.sparql        |  16 --
 .../Hindustani/Hindi/nouns/query_nouns.sparql |  38 ---
 .../postpositions/query_postpositions.sparql  |  17 --
 .../prepositions/query_prepositions.sparql    |  17 --
 .../proper_nouns/query_proper_nouns.sparql    |  38 ---
 .../Hindustani/Hindi/verbs/query_verbs.sparql | 108 --------
 .../Urdu/adjectives/query_adjectives.sparql   | 138 ----------
 .../Urdu/adverbs/query_adverbs.sparql         |  16 --
 .../Hindustani/Urdu/nouns/query_nouns.sparql  |  38 ---
 .../postpositions/query_postpositions.sparql  |  17 --
 .../prepositions/query_prepositions.sparql    |  17 --
 .../proper_nouns/query_proper_nouns.sparql    |  38 ---
 .../Hindustani/Urdu/verbs/query_verbs.sparql  |  58 -----
 .../Igbo/adjectives/query_adjectives.sparql   |  31 ---
 .../Igbo/adverbs/query_adverbs.sparql         |  13 -
 .../Igbo/nouns/query_nouns.sparql             |  13 -
 .../prepositions/query_prepositions.sparql    |  22 --
 .../Igbo/verbs/query_verbs.sparql             |  13 -
 .../Indonesian/adverbs/query_adverbs.sparql   |  13 -
 .../Indonesian/nouns/query_nouns.sparql       |  13 -
 .../proper_nouns/query_proper_nouns.sparql    |  13 -
 .../Indonesian/verbs/query_verbs.sparql       |  14 -
 .../adjectives/query_adjectives.sparql        |  13 -
 .../Italian/adverbs/query_adverbs.sparql      |  13 -
 .../Italian/nouns/format_nouns.py             | 112 --------
 .../Italian/nouns/query_nouns.sparql          |  34 ---
 .../prepositions/query_prepositions.sparql    |  13 -
 .../proper_nouns/query_proper_nouns.sparql    |  26 --
 .../Italian/verbs/format_verbs.py             |  84 ------
 .../Italian/verbs/query_verbs_1.sparql        |  57 ----
 .../Italian/verbs/query_verbs_2.sparql        |  57 ----
 .../Italian/verbs/query_verbs_3.sparql        |  58 -----
 .../adjectives/query_adjectives.sparql        |  14 -
 .../Japanese/adverbs/query_adverbs.sparql     |  14 -
 .../Japanese/nouns/query_nouns.sparql         |  14 -
 .../prepositions/query_prepositions.sparql    |  14 -
 .../proper_nouns/query_proper_nouns.sparql    |  14 -
 .../Japanese/verbs/query_verbs.sparql         |  64 -----
 .../Korean/adjectives/query_adjectives.sparql |  13 -
 .../Korean/adverbs/query_adverbs.sparql       |  13 -
 .../Korean/nouns/query_nouns.sparql           |  13 -
 .../postpositions/query_postpositions.sparql  |  13 -
 .../Korean/verbs/query_verbs.sparql           |  13 -
 .../adjectives/query_adjectives.sparql        |  14 -
 .../Kurmanji/adverbs/query_adverbs.sparql     |  14 -
 .../Kurmanji/nouns/query_nouns.sparql         |  25 --
 .../prepositions/query_prepositions.sparql    |  14 -
 .../proper_nouns/query_proper_nouns.sparql    |  25 --
 .../Kurmanji/verbs/query_verbs.sparql         |  14 -
 .../adjectives/query_adjectives_1.sparql      |  29 ---
 .../adjectives/query_adjectives_2.sparql      |  29 ---
 .../Latin/adverbs/query_adverbs.sparql        |  31 ---
 .../Latin/nouns/query_nouns_1.sparql          |  29 ---
 .../Latin/nouns/query_nouns_2.sparql          |  29 ---
 .../Latin/nouns/query_nouns_3.sparql          |  29 ---
 .../prepositions/query_prepositions.sparql    |  32 ---
 .../Latin/verbs/query_verbs.sparql            |  13 -
 .../adjectives/query_adjectives.sparql        |  13 -
 .../Latvian/adverbs/query_adverbs.sparql      |  13 -
 .../Latvian/nouns/nouns_query.sparql          | 135 ----------
 .../prepositions/query_prepositions.sparql    |  13 -
 .../Latvian/verbs/query_verbs.sparql          |  13 -
 .../Malay/nouns/query_nouns.sparql            |  14 -
 .../proper_nouns/query_proper_nouns.sparql    |  14 -
 .../Malay/verbs/query_verbs.sparql            |  14 -
 .../adjectives/query_adjectives.sparql        |  13 -
 .../Malayalam/adverbs/query_adverbs.sparql    |  13 -
 .../Malayalam/nouns/query_nouns.sparql        |  25 --
 .../postpositions/query_postpositions.sparql  |  13 -
 .../prepositions/query_prepositions.sparql    |  13 -
 .../proper_nouns/query_proper_nouns.sparql    |  25 --
 .../Malayalam/verbs/query_verbs.sparql        |  53 ----
 .../Bokm\303\245l/nouns/query_nouns.sparql"   |  54 ----
 .../proper_nouns/query_proper_nouns.sparql"   |  15 --
 .../adjectives/query_adjectives.sparql        |  52 ----
 .../Nynorsk/adverbs/query_adverbs.sparql      |  15 --
 .../Nynorsk/nouns/query_nouns.sparql          |  54 ----
 .../prepositions/query_prepositions.sparql    |  15 --
 .../proper_nouns/query_proper_nouns.sparql    |  54 ----
 .../Nynorsk/verbs/query_verbs.sparql          | 153 -----------
 .../adjectives/query_adjectives.sparql        |  32 ---
 .../Persian/adverbs/query_adverbs.sparql      |  13 -
 .../Persian/nouns/query_nouns.sparql          |  22 --
 .../prepositions/query_prepositions.sparql    |  13 -
 .../Persian/verbs/query_verbs_1.sparql        |  49 ----
 .../Persian/verbs/query_verbs_2.sparql        |  63 -----
 .../Persian/verbs/query_verbs_3.sparql        |  57 ----
 .../Persian/verbs/query_verbs_4.sparql        |  57 ----
 .../Persian/verbs/query_verbs_5.sparql        |  57 ----
 .../Nigerian/adverbs/query_adverbs.sparql     |  13 -
 .../Pidgin/Nigerian/nouns/query_nouns.sparql  |  34 ---
 .../proper_nouns/query_proper_nouns.sparql    |  13 -
 .../Pidgin/Nigerian/verbs/query_verbs.sparql  |  13 -
 .../Polish/emoji_keywords/__init__.py         |   0
 .../Polish/nouns/query_nouns.sparql           |  41 ---
 .../proper_nouns/query_proper_nouns.sparql    |  41 ---
 .../Polish/verbs/query_verbs.sparql           | 173 -------------
 .../Portuguese/__init__.py                    |   0
 .../adjectives/query_adjectives.sparql        |  41 ---
 .../Portuguese/adverbs/query_adverbs.sparql   |  13 -
 .../Portuguese/emoji_keywords/__init__.py     |   0
 .../Portuguese/nouns/__init__.py              |   0
 .../Portuguese/nouns/format_nouns.py          | 112 --------
 .../Portuguese/nouns/query_nouns.sparql       |  34 ---
 .../proper_nouns/query_proper_nouns.sparql    |  34 ---
 .../Portuguese/verbs/__init__.py              |   0
 .../Portuguese/verbs/format_verbs.py          |  84 ------
 .../Portuguese/verbs/query_verbs.sparql       | 198 --------------
 .../Gurmukhi/emoji_keywords/__init__.py       |   0
 .../Punjabi/Gurmukhi/nouns/query_nouns.sparql |  38 ---
 .../proper_nouns/query_proper_nouns.sparql    |  38 ---
 .../Punjabi/Gurmukhi/verbs/query_verbs.sparql |  16 --
 .../Shahmukhi/emoji_keywords/__init__.py      |   0
 .../Shahmukhi/nouns/query_nouns.sparql        |  39 ---
 .../proper_nouns/query_proper_nouns.sparql    |  39 ---
 .../Shahmukhi/verbs/query_verbs.sparql        |  16 --
 .../Russian/__init__.py                       |   0
 .../adjectives/query_adjectives.sparql        | 243 ------------------
 .../Russian/adverbs/query_adverbs.sparql      |  13 -
 .../Russian/emoji_keywords/__init__.py        |   0
 .../Russian/nouns/__init__.py                 |   0
 .../Russian/nouns/format_nouns.py             | 173 -------------
 .../Russian/nouns/query_nouns.sparql          |  41 ---
 .../Russian/prepositions/__init__.py          |   0
 .../prepositions/format_prepositions.py       |  68 -----
 .../prepositions/query_prepositions.sparql    |  26 --
 .../proper_nouns/query_proper_nouns.sparql    |  41 ---
 .../Russian/verbs/__init__.py                 |   0
 .../Russian/verbs/format_verbs.py             |  70 -----
 .../Russian/verbs/query_verbs.sparql          |  98 -------
 .../adjectives/query_adjectives.sparql        |  13 -
 .../Northern/adverbs/query_adverbs.sparql     |  13 -
 .../Sami/Northern/nouns/query_nouns.sparql    | 123 ---------
 .../Sami/Northern/verbs/query_verbs.sparql    |  13 -
 .../Slovak/adjectives/query_adjectives.sparql |  13 -
 .../adjectives/query_adjectives_1.sparql      |  50 ----
 .../adjectives/query_adjectives_2.sparql      |  43 ----
 .../adjectives/query_adjectives_3.sparql      |  43 ----
 .../adjectives/query_adjectives_4.sparql      |  57 ----
 .../adjectives/query_adjectives_5.sparql      |  43 ----
 .../adjectives/query_adjectives_6.sparql      |  43 ----
 .../Slovak/adverbs/query_adverbs.sparql       |  13 -
 .../Slovak/emoji_keywords/__init__.py         |   0
 .../Slovak/nouns/query_nouns.sparql           |  34 ---
 .../prepositions/query_prepositions.sparql    |  13 -
 .../proper_nouns/query_proper_nouns.sparql    |  25 --
 .../Slovak/verbs/query_verbs.sparql           |  14 -
 .../Spanish/__init__.py                       |   0
 .../adjectives/query_adjectives.sparql        |  85 ------
 .../Spanish/adverbs/query_adverbs.sparql      |  13 -
 .../Spanish/emoji_keywords/__init__.py        |   0
 .../Spanish/nouns/__init__.py                 |   0
 .../Spanish/nouns/format_nouns.py             | 142 ----------
 .../Spanish/nouns/query_nouns.sparql          |  66 -----
 .../prepositions/query_prepositions.sparql    |  14 -
 .../proper_nouns/query_proper_nouns.sparql    |  66 -----
 .../Spanish/verbs/__init__.py                 |   0
 .../Spanish/verbs/format_verbs.py             |  84 ------
 .../Spanish/verbs/query_verbs_1.sparql        |  62 -----
 .../Spanish/verbs/query_verbs_2.sparql        |  61 -----
 .../Spanish/verbs/query_verbs_3.sparql        |  61 -----
 .../adjectives/query_adjectives.sparql        |  14 -
 .../Swahili/adverbs/query_adverbs.sparql      |  14 -
 .../Swahili/emoji_keywords/__init__.py        |   0
 .../Swahili/nouns/query_nouns.sparql          |  24 --
 .../prepositions/query_prepositions.sparql    |  14 -
 .../Swahili/verbs/query_verbs.sparql          |  14 -
 .../Swedish/__init__.py                       |   0
 .../adjectives/query_adjectives.sparql        |  13 -
 .../Swedish/adverbs/query_adverbs.sparql      |  13 -
 .../Swedish/emoji_keywords/__init__.py        |   0
 .../Swedish/nouns/__init__.py                 |   0
 .../Swedish/nouns/format_nouns.py             | 185 -------------
 .../Swedish/nouns/query_nouns.sparql          |  83 ------
 .../prepositions/query_prepositions.sparql    |  14 -
 .../proper_nouns/query_proper_nouns.sparql    |  25 --
 .../Swedish/verbs/__init__.py                 |   0
 .../Swedish/verbs/format_verbs.py             |  77 ------
 .../Swedish/verbs/query_verbs.sparql          |  80 ------
 .../Tajik/adjectives/query_adjectives.sparql  |  13 -
 .../Tajik/adverbs/query_adverbs.sparql        |  13 -
 .../Tajik/emoji_keywords/__init__.py          |   0
 .../Tajik/nouns/query_nouns.sparql            |  13 -
 .../prepositions/query_prepositions.sparql    |  13 -
 .../proper_nouns/query_proper_nouns.sparql    |  13 -
 .../Tajik/verbs/query_verbs.sparql            |  13 -
 .../Tamil/adjectives/query_adjectives.sparql  |  14 -
 .../Tamil/adverbs/query_adverbs.sparql        |  22 --
 .../Tamil/emoji_keywords/__init__.py          |   0
 .../Tamil/nouns/query_nouns.sparql            |  29 ---
 .../prepositions/query_prepositions.sparql    |  13 -
 .../proper_nouns/query_proper_nouns.sparql    |  22 --
 .../Tamil/verbs/query_verbs.sparql            |  13 -
 .../adjectives/query_adjectives.sparql        |  55 ----
 .../Ukrainian/adverbs/query_adverbs.sparql    |  13 -
 .../Ukrainian/emoji_keywords/__init__.py      |   0
 .../Ukrainian/nouns/query_nouns.sparql        |  79 ------
 .../prepositions/query_prepositions.sparql    |  27 --
 .../proper_nouns/query_proper_nouns.sparql    |  79 ------
 .../Ukrainian/verbs/query_verbs.sparql        |  17 --
 .../Yoruba/adjectives/query_adjectives.sparql |  13 -
 .../Yoruba/adverbs/query_adverbs.sparql       |  13 -
 .../Yoruba/emoji_keywords/__init__.py         |   0
 .../Yoruba/nouns/query_nouns.sparql           |  13 -
 .../prepositions/query_prepositions.sparql    |  13 -
 .../proper_nouns/query_proper_nouns.sparql    |  13 -
 .../Yoruba/verbs/query_verbs.sparql           |  13 -
 .../emoji_keywords/__init__.py                |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../mandarin}/emoji_keywords/__init__.py      |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords/__init__.py                |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../adjectives/query_adjectives_2.sparql      |   1 +
 .../emoji_keywords/__init__.py                |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords}/__init__.py               |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords/__init__.py                |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords}/__init__.py               |   0
 .../emoji_keywords/generate_emoji_keyword.py  |   0
 .../emoji_keywords}/__init__.py               |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords/__init__.py                |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords/__init__.py                |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords/__init__.py                |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../hindi}/emoji_keywords/___init__.py        |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../urdu/emoji_keywords}/__init__.py          |   0
 .../emoji_keywords/__init__.py                |   0
 .../emoji_keywords/genetate_emoji_keywords.py |   0
 .../emoji_keywords}/__init__.py               |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords}/__init__.py               |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords}/__init__.py               |   0
 .../emoji_keywords/__init__.py                |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords}/__init__.py               |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../bokm\303\245l/verbs/query_verbs.sparql"   |   0
 .../emoji_keywords}/__init__.py               |   0
 .../adjectives/query_adjectives.sparql        |   2 +-
 .../emoji_keywords}/__init__.py               |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../gurmukhi}/emoji_keywords/__init__.py      |   0
 .../shahmukhi}/emoji_keywords/__init__.py     |   0
 .../emoji_keywords/__init__.py                |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords}/__init__.py               |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords/__init__.py                |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords}/__init__.py               |   0
 .../emoji_keywords/generate_emoji_keyword.py  |   0
 .../emoji_keywords}/__init__.py               |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords/__init__.py                |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords/__init__.py                |   0
 .../emoji_keywords/generate_emoji_keywords.py |   0
 .../emoji_keywords/__init__.py                |   0
 .../emoji_keywords/__init__.py                |   0
 380 files changed, 2 insertions(+), 12334 deletions(-)
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/Arabic/adjectives/query_adjectives.sparql
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/Arabic/adverbs/query_adverbs.sparql
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/Arabic/nouns/query_nouns.sparql
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/Arabic/proper_nouns/query_proper_nouns.sparql
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_1.sparql
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_2.sparql
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_3.sparql
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diff --git a/src/scribe_data/wikidata/language_data_extraction/Arabic/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Arabic/adjectives/query_adjectives.sparql
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index eae27703e..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Arabic/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,213 +0,0 @@
-# tool: scribe-data
-# All Arabic (Q13955) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?nominativeFeminineIndefiniteSingular
-  ?nominativeMasculineIndefiniteSingular
-  ?nominativeFeminineIndefiniteDual
-  ?nominativeMasculineIndefiniteDual
-  ?nominativeFeminineIndefinitePlural
-  ?nominativeMasculineIndefinitePlural
-  ?accusativeFeminineIndefiniteSingular
-  ?accusativeMasculineIndefiniteSingular
-  ?accusativeFeminineIndefiniteDual
-  ?accusativeMasculineIndefiniteDual
-  ?accusativeFeminineIndefinitePlural
-  ?accusativeMasculineIndefinitePlural
-  ?genitiveFeminineIndefiniteSingular
-  ?genitiveMasculineIndefiniteSingular
-  ?genitiveFeminineIndefiniteDual
-  ?genitiveMasculineIndefiniteDual
-  ?genitiveFeminineIndefinitePlural
-  ?genitiveMasculineIndefinitePlural
-  ?pausalFeminineIndefiniteSingular
-  ?pausalMasculineIndefiniteSingular
-  ?pausalFeminineIndefiniteDual
-  ?pausalMasculineIndefiniteDual
-  ?pausalFeminineIndefinitePlural
-  ?pausalMasculineIndefinitePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q13955 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Nominative
-
-  # Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeFeminineIndefiniteSingularForm .
-    ?nominativeFeminineIndefiniteSingularForm ontolex:representation ?nominativeFeminineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q131105, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeMasculineIndefiniteSingularForm .
-    ?nominativeMasculineIndefiniteSingularForm ontolex:representation ?nominativeMasculineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q131105, wd:Q53997857 .
-  }
-
-  # Dual
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeFeminineIndefiniteDualForm .
-    ?nominativeFeminineIndefiniteDualForm ontolex:representation ?nominativeFeminineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110022, wd:Q131105, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeMasculineIndefiniteDualForm .
-    ?nominativeMasculineIndefiniteDualForm ontolex:representation ?nominativeMasculineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110022, wd:Q131105, wd:Q53997857 .
-  }
-
-  # Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeFeminineIndefinitePluralForm .
-    ?nominativeFeminineIndefinitePluralForm ontolex:representation ?nominativeFeminineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q131105, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeMasculineIndefinitePluralForm .
-    ?nominativeMasculineIndefinitePluralForm ontolex:representation ?nominativeMasculineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q131105, wd:Q53997857 .
-  }
-
-  # MARK: Accusative
-
-  # Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeFeminineIndefiniteSingularForm .
-    ?accusativeFeminineIndefiniteSingularForm ontolex:representation ?accusativeFeminineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q146078, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeMasculineIndefiniteSingularForm .
-    ?accusativeMasculineIndefiniteSingularForm ontolex:representation ?accusativeMasculineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q146078, wd:Q53997857 .
-  }
-
-  # Dual
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeFeminineIndefiniteDualForm .
-    ?accusativeFeminineIndefiniteDualForm ontolex:representation ?accusativeFeminineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110022, wd:Q146078, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeMasculineIndefiniteDualForm .
-    ?accusativeMasculineIndefiniteDualForm ontolex:representation ?accusativeMasculineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110022, wd:Q146078, wd:Q53997857 .
-  }
-
-  # Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeFeminineIndefinitePluralForm .
-    ?accusativeFeminineIndefinitePluralForm ontolex:representation ?accusativeFeminineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q146078, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeMasculineIndefinitePluralForm .
-    ?accusativeMasculineIndefinitePluralForm ontolex:representation ?accusativeMasculineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q146078, wd:Q53997857 .
-  }
-
-  # MARK: Genitive
-
-  # Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveFeminineIndefiniteSingularForm .
-    ?genitiveFeminineIndefiniteSingularForm ontolex:representation ?genitiveFeminineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q146233, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveMasculineIndefiniteSingularForm .
-    ?genitiveMasculineIndefiniteSingularForm ontolex:representation ?genitiveMasculineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q146233, wd:Q53997857 .
-  }
-
-  # Dual
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveFeminineIndefiniteDualForm .
-    ?genitiveFeminineIndefiniteDualForm ontolex:representation ?genitiveFeminineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110022, wd:Q146233, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveMasculineIndefiniteDualForm .
-    ?genitiveMasculineIndefiniteDualForm ontolex:representation ?genitiveMasculineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110022, wd:Q146233, wd:Q53997857 .
-  }
-
-  # Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveFeminineIndefinitePluralForm .
-    ?genitiveFeminineIndefinitePluralForm ontolex:representation ?genitiveFeminineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q146233, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveMasculineIndefinitePluralForm .
-    ?genitiveMasculineIndefinitePluralForm ontolex:representation ?genitiveMasculineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q146233, wd:Q53997857 .
-  }
-
-  # MARK: Pausal
-
-  # Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pausalFeminineIndefiniteSingularForm .
-    ?pausalFeminineIndefiniteSingularForm ontolex:representation ?pausalFeminineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q117262361, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pausalMasculineIndefiniteSingularForm .
-    ?pausalMasculineIndefiniteSingularForm ontolex:representation ?pausalMasculineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q117262361, wd:Q53997857 .
-  }
-
-  # Dual
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pausalFeminineIndefiniteDualForm .
-    ?pausalFeminineIndefiniteDualForm ontolex:representation ?pausalFeminineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110022, wd:Q117262361, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pausalMasculineIndefiniteDualForm .
-    ?pausalMasculineIndefiniteDualForm ontolex:representation ?pausalMasculineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110022, wd:Q117262361, wd:Q53997857 .
-  }
-
-  # Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pausalFeminineIndefinitePluralForm .
-    ?pausalFeminineIndefinitePluralForm ontolex:representation ?pausalFeminineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q117262361, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pausalMasculineIndefinitePluralForm .
-    ?pausalMasculineIndefinitePluralForm ontolex:representation ?pausalMasculineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q117262361, wd:Q53997857 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Arabic/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Arabic/adverbs/query_adverbs.sparql
deleted file mode 100644
index 8ba645fdd..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Arabic/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Arabic (Q13955) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q13955 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Arabic/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Arabic/nouns/query_nouns.sparql
deleted file mode 100644
index c321b9127..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Arabic/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,217 +0,0 @@
-# tool: scribe-data
-# All Arabic (Q13955) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-
-  ?nominativeFeminineIndefiniteSingular
-  ?nominativeMasculineIndefiniteSingular
-  ?nominativeFeminineIndefiniteDual
-  ?nominativeMasculineIndefiniteDual
-  ?nominativeFeminineIndefinitePlural
-  ?nominativeMasculineIndefinitePlural
-
-  ?accusativeFeminineIndefiniteSingular
-  ?accusativeMasculineIndefiniteSingular
-  ?accusativeFeminineIndefiniteDual
-  ?accusativeMasculineIndefiniteDual
-  ?accusativeFeminineIndefinitePlural
-  ?accusativeMasculineIndefinitePlural
-
-  ?genitiveFeminineIndefiniteSingular
-  ?genitiveMasculineIndefiniteSingular
-  ?genitiveFeminineIndefiniteDual
-  ?genitiveMasculineIndefiniteDual
-  ?genitiveFeminineIndefinitePlural
-  ?genitiveMasculineIndefinitePlural
-
-  ?pausalFeminineIndefiniteSingular
-  ?pausalMasculineIndefiniteSingular
-  ?pausalFeminineIndefiniteDual
-  ?pausalMasculineIndefiniteDual
-  ?pausalFeminineIndefinitePlural
-  ?pausalMasculineIndefinitePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q13955 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?noun .
-
-  # MARK: Nominative
-
-  # Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeFeminineIndefiniteSingularForm .
-    ?nominativeFeminineIndefiniteSingularForm ontolex:representation ?nominativeFeminineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q131105, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeMasculineIndefiniteSingularForm .
-    ?nominativeMasculineIndefiniteSingularForm ontolex:representation ?nominativeMasculineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q131105, wd:Q53997857 .
-  }
-
-  # Dual
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeFeminineIndefiniteDualForm .
-    ?nominativeFeminineIndefiniteDualForm ontolex:representation ?nominativeFeminineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110022, wd:Q131105, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeMasculineIndefiniteDualForm .
-    ?nominativeMasculineIndefiniteDualForm ontolex:representation ?nominativeMasculineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110022, wd:Q131105, wd:Q53997857 .
-  }
-
-  # Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeFeminineIndefinitePluralForm .
-    ?nominativeFeminineIndefinitePluralForm ontolex:representation ?nominativeFeminineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q131105, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeMasculineIndefinitePluralForm .
-    ?nominativeMasculineIndefinitePluralForm ontolex:representation ?nominativeMasculineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q131105, wd:Q53997857 .
-  }
-
-  # MARK: Accusative
-
-  # Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeFeminineIndefiniteSingularForm .
-    ?accusativeFeminineIndefiniteSingularForm ontolex:representation ?accusativeFeminineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q146078, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeMasculineIndefiniteSingularForm .
-    ?accusativeMasculineIndefiniteSingularForm ontolex:representation ?accusativeMasculineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q146078, wd:Q53997857 .
-  }
-
-  # Dual
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeFeminineIndefiniteDualForm .
-    ?accusativeFeminineIndefiniteDualForm ontolex:representation ?accusativeFeminineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110022, wd:Q146078, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeMasculineIndefiniteDualForm .
-    ?accusativeMasculineIndefiniteDualForm ontolex:representation ?accusativeMasculineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110022, wd:Q146078, wd:Q53997857 .
-  }
-
-  # Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeFeminineIndefinitePluralForm .
-    ?accusativeFeminineIndefinitePluralForm ontolex:representation ?accusativeFeminineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q146078, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeMasculineIndefinitePluralForm .
-    ?accusativeMasculineIndefinitePluralForm ontolex:representation ?accusativeMasculineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q146078, wd:Q53997857 .
-  }
-
-  # MARK: Genitive
-
-  # Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveFeminineIndefiniteSingularForm .
-    ?genitiveFeminineIndefiniteSingularForm ontolex:representation ?genitiveFeminineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q146233, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveMasculineIndefiniteSingularForm .
-    ?genitiveMasculineIndefiniteSingularForm ontolex:representation ?genitiveMasculineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q146233, wd:Q53997857 .
-  }
-
-  # Dual
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveFeminineIndefiniteDualForm .
-    ?genitiveFeminineIndefiniteDualForm ontolex:representation ?genitiveFeminineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110022, wd:Q146233, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveMasculineIndefiniteDualForm .
-    ?genitiveMasculineIndefiniteDualForm ontolex:representation ?genitiveMasculineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110022, wd:Q146233, wd:Q53997857 .
-  }
-
-  # Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveFeminineIndefinitePluralForm .
-    ?genitiveFeminineIndefinitePluralForm ontolex:representation ?genitiveFeminineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q146233, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveMasculineIndefinitePluralForm .
-    ?genitiveMasculineIndefinitePluralForm ontolex:representation ?genitiveMasculineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q146233, wd:Q53997857 .
-  }
-
-  # MARK: Pausal
-
-  # Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pausalFeminineIndefiniteSingularForm .
-    ?pausalFeminineIndefiniteSingularForm ontolex:representation ?pausalFeminineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q117262361, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pausalMasculineIndefiniteSingularForm .
-    ?pausalMasculineIndefiniteSingularForm ontolex:representation ?pausalMasculineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q117262361, wd:Q53997857 .
-  }
-
-  # Dual
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pausalFeminineIndefiniteDualForm .
-    ?pausalFeminineIndefiniteDualForm ontolex:representation ?pausalFeminineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110022, wd:Q117262361, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pausalMasculineIndefiniteDualForm .
-    ?pausalMasculineIndefiniteDualForm ontolex:representation ?pausalMasculineIndefiniteDual ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110022, wd:Q117262361, wd:Q53997857 .
-  }
-
-  # Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pausalFeminineIndefinitePluralForm .
-    ?pausalFeminineIndefinitePluralForm ontolex:representation ?pausalFeminineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q117262361, wd:Q53997857 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pausalMasculineIndefinitePluralForm .
-    ?pausalMasculineIndefinitePluralForm ontolex:representation ?pausalMasculineIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q117262361, wd:Q53997857 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Arabic/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Arabic/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 9c33a64f7..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Arabic/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Arabic (Q13955) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-
-WHERE {
-  ?lexeme dct:language wd:Q13955 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?properNoun .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_1.sparql
deleted file mode 100644
index 6251f4f11..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_1.sparql
+++ /dev/null
@@ -1,92 +0,0 @@
-# tool: scribe-data
-# All Arabic (Q13955) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-  ?indicativeFirstPersonSingularFiilMudari
-  ?feminineIndicativeSecondPersonSingularFiilMudari
-  ?masculineIndicativeSecondPersonSingularFiilMudari
-  ?feminineIndicativeThirdPersonSingularFiilMudari
-  ?masculineIndicativeThirdPersonSingularFiilMudari
-  ?indicativeSecondPersonDualFiilMudari
-  ?feminineIndicativeThirdPersonDualFiilMudari
-  ?masculineIndicativeThirdPersonDualFiilMudari
-  ?indicativeFirstPersonPluralFiilMudari
-  ?feminineIndicativeSecondPersonPluralFiilMudari
-  ?masculineIndicativeSecondPersonPluralFiilMudari
-
-WHERE {
-  ?lexeme dct:language wd:Q13955 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-
-  # MARK: Present
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeFirstPersonSingularFiilMudariForm .
-    ?indicativeFirstPersonSingularFiilMudariForm ontolex:representation ?indicativeFirstPersonSingularFiilMudari ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q682111, wd:Q12230930 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineIndicativeSecondPersonSingularFiilMudariForm .
-    ?feminineIndicativeSecondPersonSingularFiilMudariForm ontolex:representation ?feminineIndicativeSecondPersonSingularFiilMudari ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q1775415, wd:Q682111, wd:Q12230930 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineIndicativeSecondPersonSingularFiilMudariForm .
-    ?masculineIndicativeSecondPersonSingularFiilMudariForm ontolex:representation ?masculineIndicativeSecondPersonSingularFiilMudari ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q499327, wd:Q682111, wd:Q12230930 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineIndicativeThirdPersonSingularFiilMudariForm .
-    ?feminineIndicativeThirdPersonSingularFiilMudariForm ontolex:representation ?feminineIndicativeThirdPersonSingularFiilMudari ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q1775415, wd:Q682111, wd:Q12230930 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineIndicativeThirdPersonSingularFiilMudariForm .
-    ?masculineIndicativeThirdPersonSingularFiilMudariForm ontolex:representation ?masculineIndicativeThirdPersonSingularFiilMudari ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q499327, wd:Q682111, wd:Q12230930 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeSecondPersonDualFiilMudariForm .
-    ?indicativeSecondPersonDualFiilMudariForm ontolex:representation ?indicativeSecondPersonDualFiilMudari ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110022, wd:Q682111, wd:Q12230930 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineIndicativeThirdPersonDualFiilMudariForm .
-    ?feminineIndicativeThirdPersonDualFiilMudariForm ontolex:representation ?feminineIndicativeThirdPersonDualFiilMudari ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110022, wd:Q1775415, wd:Q682111, wd:Q12230930 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineIndicativeThirdPersonDualFiilMudariForm .
-    ?masculineIndicativeThirdPersonDualFiilMudariForm ontolex:representation ?masculineIndicativeThirdPersonDualFiilMudari ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110022, wd:Q499327, wd:Q682111, wd:Q12230930 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeFirstPersonPluralFiilMudariForm .
-    ?indicativeFirstPersonPluralFiilMudariForm ontolex:representation ?indicativeFirstPersonPluralFiilMudari ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q682111, wd:Q12230930 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineIndicativeSecondPersonPluralFiilMudariForm .
-    ?feminineIndicativeSecondPersonPluralFiilMudariForm ontolex:representation ?feminineIndicativeSecondPersonPluralFiilMudari ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q1775415, wd:Q682111, wd:Q12230930 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineIndicativeSecondPersonPluralFiilMudariForm .
-    ?masculineIndicativeSecondPersonPluralFiilMudariForm ontolex:representation ?masculineIndicativeSecondPersonPluralFiilMudari ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q499327, wd:Q682111, wd:Q12230930 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_2.sparql
deleted file mode 100644
index f69837ae1..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_2.sparql
+++ /dev/null
@@ -1,92 +0,0 @@
-# tool: scribe-data
-# All Arabic (Q13955) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-  ?activePerformativeFirstPersonSingular
-  ?feminineActivePerformativeSecondPersonSingular
-  ?masculineActivePerformativeSecondPersonSingular
-  ?feminineActivePerformativeThirdPersonSingular
-  ?masculineActivePerformativeThirdPersonSingular
-  ?activePerformativeSecondPersonDual
-  ?feminineActivePerformativeThirdPersonDual
-  ?masculineActivePerformativeThirdPersonDual
-  ?activePerformativeFirstPersonPlural
-  ?feminineActivePerformativeSecondPersonPlural
-  ?masculineActivePerformativeSecondPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q13955 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-
-  # MARK: Performative Past
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?activePerformativeFirstPersonSingularForm .
-    ?activePerformativeFirstPersonSingularForm ontolex:representation ?activePerformativeFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q1317831, wd:Q124351233 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineActivePerformativeSecondPersonSingularForm .
-    ?feminineActivePerformativeSecondPersonSingularForm ontolex:representation ?feminineActivePerformativeSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q1775415, wd:Q1317831, wd:Q124351233 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineActivePerformativeSecondPersonSingularForm .
-    ?masculineActivePerformativeSecondPersonSingularForm ontolex:representation ?masculineActivePerformativeSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q499327, wd:Q1317831, wd:Q124351233 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineActivePerformativeThirdPersonSingularForm .
-    ?feminineActivePerformativeThirdPersonSingularForm ontolex:representation ?feminineActivePerformativeThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q1775415, wd:Q1317831, wd:Q124351233 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineActivePerformativeThirdPersonSingularForm .
-    ?masculineActivePerformativeThirdPersonSingularForm ontolex:representation ?masculineActivePerformativeThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q499327, wd:Q1317831, wd:Q124351233 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?activePerformativeSecondPersonDualForm .
-    ?activePerformativeSecondPersonDualForm ontolex:representation ?activePerformativeSecondPersonDual ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110022, wd:Q1317831, wd:Q124351233 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineActivePerformativeThirdPersonDualForm .
-    ?feminineActivePerformativeThirdPersonDualForm ontolex:representation ?feminineActivePerformativeThirdPersonDual ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110022, wd:Q1775415, wd:Q1317831, wd:Q124351233 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineActivePerformativeThirdPersonDualForm .
-    ?masculineActivePerformativeThirdPersonDualForm ontolex:representation ?masculineActivePerformativeThirdPersonDual ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110022, wd:Q499327, wd:Q1317831, wd:Q124351233 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?activePerformativeFirstPersonPluralForm .
-    ?activePerformativeFirstPersonPluralForm ontolex:representation ?activePerformativeFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q1317831, wd:Q124351233 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineActivePerformativeSecondPersonPluralForm .
-    ?feminineActivePerformativeSecondPersonPluralForm ontolex:representation ?feminineActivePerformativeSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q1775415, wd:Q1317831, wd:Q124351233 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineActivePerformativeSecondPersonPluralForm .
-    ?masculineActivePerformativeSecondPersonPluralForm ontolex:representation ?masculineActivePerformativeSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q499327, wd:Q1317831, wd:Q124351233 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_3.sparql
deleted file mode 100644
index 4184579e9..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Arabic/verbs/query_verbs_3.sparql
+++ /dev/null
@@ -1,50 +0,0 @@
-# tool: scribe-data
-# All Arabic (Q13955) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-  ?masculineIndicativeSecondPersonSingularFiilMudari
-  ?feminineIndicativeSecondPersonSingularFiilMudari
-  ?indicativeSecondPersonDualFiilMudari
-  ?masculineIndicativeSecondPersonPluralFiilMudari
-  ?feminineIndicativeSecondPersonPluralFiilMudari
-
-WHERE {
-  ?lexeme dct:language wd:Q13955 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-
-  # MARK: Imperative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineIndicativeSecondPersonSingularFiilMudariForm .
-    ?masculineIndicativeSecondPersonSingularFiilMudariForm ontolex:representation ?masculineIndicativeSecondPersonSingularFiilMudari ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q499327, wd:Q682111, wd:Q12230930 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineIndicativeSecondPersonSingularFiilMudariForm .
-    ?feminineIndicativeSecondPersonSingularFiilMudariForm ontolex:representation ?feminineIndicativeSecondPersonSingularFiilMudari ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q1775415, wd:Q682111, wd:Q12230930 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeSecondPersonDualFiilMudariForm .
-    ?indicativeSecondPersonDualFiilMudariForm ontolex:representation ?indicativeSecondPersonDualFiilMudari ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110022, wd:Q682111, wd:Q12230930 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineIndicativeSecondPersonPluralFiilMudariForm .
-    ?masculineIndicativeSecondPersonPluralFiilMudariForm ontolex:representation ?masculineIndicativeSecondPersonPluralFiilMudari ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q499327, wd:Q682111, wd:Q12230930 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineIndicativeSecondPersonPluralFiilMudariForm .
-    ?feminineIndicativeSecondPersonPluralFiilMudariForm ontolex:representation ?feminineIndicativeSecondPersonPluralFiilMudari ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q1775415, wd:Q682111, wd:Q12230930 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Basque/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Basque/adjectives/query_adjectives.sparql
deleted file mode 100644
index 024f64ce0..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Basque/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Basque (Q8752) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q8752 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Basque/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Basque/adverbs/query_adverbs.sparql
deleted file mode 100644
index 8abe77bea..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Basque/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Basque (Q8752) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q8752;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Basque/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Basque/nouns/query_nouns.sparql
deleted file mode 100644
index 44cc0a4aa..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Basque/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,31 +0,0 @@
-# tool: scribe-data
-# All Basque (Q8752) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?absIndefinite
-  ?absolutiveSingular
-  ?absolutivePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q8752 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?absIndefinite .
-
-  # MARK: Absolutive Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?absolutiveSingularForm .
-    ?absolutiveSingularForm ontolex:representation ?absolutiveSingular ;
-      wikibase:grammaticalFeature wd:Q332734, wd:Q110786 .
-  }
-
-  # MARK: Absolutive Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?absolutivePluralForm .
-    ?absolutivePluralForm ontolex:representation ?absolutivePlural ;
-      wikibase:grammaticalFeature wd:Q332734, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Basque/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Basque/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 5414cef9d..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Basque/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Basque (Q8752) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-
-WHERE {
-  ?lexeme dct:language wd:Q8752 ;
-    wikibase:lexicalCategory wd:Q147276;
-    wikibase:lemma ?properNoun .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Basque/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Basque/verbs/query_verbs.sparql
deleted file mode 100644
index 8cd194e44..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Basque/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,60 +0,0 @@
-# tool: scribe-data
-# All Basque (Q8752) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?future
-  ?gerund
-  ?imperfective
-  ?nominalized
-  ?participle
-
-WHERE {
-  # MARK: Infinitive
-
-  ?lexeme dct:language wd:Q8752 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?infinitive .
-
-  # MARK: Future
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?futureForm .
-    ?futureForm ontolex:representation ?future ;
-      wikibase:grammaticalFeature wd:Q501405 .
-  }
-
-  # MARK: Gerund
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?gerundForm .
-    ?gerundForm ontolex:representation ?gerund ;
-      wikibase:grammaticalFeature wd:Q1923028 .
-  }
-
-  # MARK: Imperfective
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?imperfectiveForm .
-    ?imperfectiveForm ontolex:representation ?imperfective ;
-      wikibase:grammaticalFeature wd:Q54556033 .
-  }
-
-  # MARK: Nominalized
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominalizedForm .
-    ?nominalizedForm ontolex:representation ?nominalized ;
-      wikibase:grammaticalFeature wd:Q74674960 .
-  }
-
-  # MARK: Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?participleForm .
-    ?participleForm ontolex:representation ?participle ;
-      wikibase:grammaticalFeature wd:Q814722 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Bengali/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Bengali/adjectives/query_adjectives.sparql
deleted file mode 100644
index ec89ff98b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Bengali/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Bengali (Bangla Q9610) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q9610 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Bengali/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Bengali/adverbs/query_adverbs.sparql
deleted file mode 100644
index 713eb9e06..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Bengali/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Bengali (Bangla Q9610) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q9610 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Bengali/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Bengali/nouns/query_nouns.sparql
deleted file mode 100644
index b57a0517c..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Bengali/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,47 +0,0 @@
-# tool: scribe-data
-# All Bengali (Bangla Q9610) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominative
-  ?genitive
-  ?accusative
-  ?locative
-
-WHERE {
-  ?lexeme dct:language wd:Q9610 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-
-  # MARK: Nminative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeForm .
-    ?nominativeForm ontolex:representation ?nominative ;
-      wikibase:grammaticalFeature wd:Q131105 .
-  }
-
-  # MARK: Genitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveForm .
-    ?genitiveForm ontolex:representation ?genitive ;
-      wikibase:grammaticalFeature wd:Q146233 .
-  }
-
-  # MARK: Accusative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeForm .
-    ?accusativeForm ontolex:representation ?accusative ;
-      wikibase:grammaticalFeature wd:Q146078 .
-  }
-
-  # MARK: Locative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?locativeForm .
-    ?locativeForm ontolex:representation ?locative ;
-      wikibase:grammaticalFeature wd:Q202142 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Bengali/postpositions/query_postpositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Bengali/postpositions/query_postpositions.sparql
deleted file mode 100644
index 7802100fd..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Bengali/postpositions/query_postpositions.sparql
+++ /dev/null
@@ -1,26 +0,0 @@
-# tool: scribe-data
-# All Bengali (Bangla Q9610) postpositions (Q161873) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-  ?case
-
-WHERE {
-  ?lexeme dct:language wd:Q9610 ;
-    wikibase:lexicalCategory wd:Q161873 ;
-    wikibase:lemma ?preposition .
-
-  # MARK: Corresponding Case
-
-  OPTIONAL {
-    ?lexeme wdt:P5713 ?caseForm .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?caseForm rdfs:label ?case .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Bengali/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Bengali/prepositions/query_prepositions.sparql
deleted file mode 100644
index 501f0b578..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Bengali/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,25 +0,0 @@
-# tool: scribe-data
-# All Bengali (Bangla Q9610) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-  ?case
-
-WHERE {
-  ?lexeme dct:language wd:Q9610 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-
-  # MARK: Corresponding Case
-
-  OPTIONAL {
-    ?lexeme wdt:P5713 ?caseForm .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?caseForm rdfs:label ?case .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Bengali/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Bengali/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index f795cc083..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Bengali/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,47 +0,0 @@
-# tool: scribe-data
-# All Bengali (Bangla Q9610) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominative
-  ?genitive
-  ?accusative
-  ?locative
-
-WHERE {
-  ?lexeme dct:language wd:Q9610 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-
-  # MARK: Nminative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeForm .
-    ?nominativeForm ontolex:representation ?nominative ;
-      wikibase:grammaticalFeature wd:Q131105 .
-  }
-
-  # MARK: Genitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveForm .
-    ?genitiveForm ontolex:representation ?genitive ;
-      wikibase:grammaticalFeature wd:Q146233 .
-  }
-
-  # MARK: Accusative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeForm .
-    ?accusativeForm ontolex:representation ?accusative ;
-      wikibase:grammaticalFeature wd:Q146078 .
-  }
-
-  # MARK: Locative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?locativeForm .
-    ?locativeForm ontolex:representation ?locative ;
-      wikibase:grammaticalFeature wd:Q202142 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Bengali/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Bengali/verbs/query_verbs.sparql
deleted file mode 100644
index 43e2abe2d..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Bengali/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Bengali (Bangla Q9610) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q9610 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/adjectives/query_adjectives.sparql
deleted file mode 100644
index 8607dff7b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Mandarin Chinese (Q727694) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q727694 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/adverbs/query_adverbs.sparql
deleted file mode 100644
index b5d675545..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Standard Mandarin Chinese (Q727694) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q727694 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-    FILTER(LANG(?adverb) = "zh")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/nouns/query_nouns.sparql
deleted file mode 100644
index 473c493b9..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Standard Mandarin Chinese (Q727694) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-
-WHERE {
-  ?lexeme dct:language wd:Q727694 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?noun .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/prepositions/query_prepositions.sparql
deleted file mode 100644
index 024bf9597..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Standard Mandarin Chinese (Q727694) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q727694 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index c41b898e0..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Standard Mandarin Chinese (Q727694) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-
-WHERE {
-  ?lexeme dct:language wd:Q727694 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?properNoun .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/verbs/query_verbs.sparql
deleted file mode 100644
index 285f51f49..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Mandarin Chinese (Q727694) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q727694 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_1.sparql
deleted file mode 100644
index 21ee729f6..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_1.sparql
+++ /dev/null
@@ -1,22 +0,0 @@
-# tool: scribe-data
-# All Czech (Q9056) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?nominative
-
-WHERE {
-  ?lexeme dct:language wd:Q9056 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Nominative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeForm .
-    ?nominativeForm ontolex:representation ?nominative ;
-      wikibase:grammaticalFeature wd:Q131105 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_2.sparql
deleted file mode 100644
index 340fef953..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_2.sparql
+++ /dev/null
@@ -1,22 +0,0 @@
-# tool: scribe-data
-# All Czech (Q9056) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?genitive
-
-WHERE {
-  ?lexeme dct:language wd:Q9056 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Genitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveForm .
-    ?genitiveForm ontolex:representation ?genitive ;
-      wikibase:grammaticalFeature wd:Q146233 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_3.sparql
deleted file mode 100644
index 29b8c22c0..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Czech/adjectives/query_adjectives_3.sparql
+++ /dev/null
@@ -1,22 +0,0 @@
-# tool: scribe-data
-# All Czech (Q9056) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?locative
-
-WHERE {
-  ?lexeme dct:language wd:Q9056 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Locative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?locativeForm .
-    ?locativeForm ontolex:representation ?locative ;
-      wikibase:grammaticalFeature wd:Q202142 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Czech/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/adverbs/query_adverbs.sparql
deleted file mode 100644
index fc58c2a2c..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Czech/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,31 +0,0 @@
-# tool: scribe-data
-# All Czech (Q9056) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-  ?comparative
-  ?superlative
-
-WHERE {
-  ?lexeme dct:language wd:Q9056 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-
-  # MARK: Comparative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?comparativeForm .
-    ?comparativeForm ontolex:representation ?comparative ;
-      wikibase:grammaticalFeature wd:Q14169499 .
-  }
-
-  # MARK: Superlative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?superlativeForm .
-    ?superlativeForm ontolex:representation ?superlative ;
-      wikibase:grammaticalFeature wd:Q1817208 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Czech/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/nouns/query_nouns.sparql
deleted file mode 100644
index f8e9f77cb..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Czech/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,41 +0,0 @@
-# tool: scribe-data
-# All Czeck (Q9056) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?nominativePlural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q9056 ;
-    wikibase:lexicalCategory wd:Q1084 .
-
-  # MARK: Nominative Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeSingularForm .
-    ?nominativeSingularForm ontolex:representation ?nominativeSingular ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q110786 .
-  }
-
-  # MARK: Nominative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Czech/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/prepositions/query_prepositions.sparql
deleted file mode 100644
index eb39ddaf5..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Czech/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,26 +0,0 @@
-# tool: scribe-data
-# All Czech (Q9056) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-  ?case
-
-WHERE {
-  ?lexeme dct:language wd:Q9056 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?lemma .
-
-  # MARK: Corresponding Cases
-
-  OPTIONAL {
-    ?lexeme wdt:P5713 ?caseForm .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?lemma rdfs:label ?preposition .
-    ?caseForm rdfs:label ?case .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Czech/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index bc730b44f..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Czech/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,34 +0,0 @@
-# tool: scribe-data
-# All Czeck (Q9056) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-  ?nominativePlural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q9056 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?properNoun .
-
-  # MARK: Nominative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Czech/verbs/query_verbs_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/verbs/query_verbs_1.sparql
deleted file mode 100644
index f3c32b63f..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Czech/verbs/query_verbs_1.sparql
+++ /dev/null
@@ -1,138 +0,0 @@
-# tool: scribe-data
-# All Czech (Q9056) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?indicativePresentFirstPersonSingular
-  ?indicativePresentSecondPersonSingular
-  ?indicativePresentThirdPersonSingular
-  ?indicativePresentFirstPersonPlural
-  ?indicativePresentSecondPersonPlural
-  ?indicativePresentThirdPersonPlural
-  ?imperativeFirstPersonPlural
-  ?imperativeSecondPersonSingular
-  ?imperativeSecondPersonPlural
-  ?feminineSingularActiveParticiple
-  ?masculineAnimateSingularActiveParticiple
-  ?masculineInanimateSingularActiveParticiple
-  ?neuterSingularActiveParticiple
-  ?femininePluralActiveParticiple
-  ?masculineAnimatePluralActiveParticiple
-  ?masculineInanimatePluralActiveParticiple
-  ?neuterPluralActiveParticiple
-
-WHERE {
-  ?lexeme dct:language wd:Q9056 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?infinitive .
-
-  # MARK: Indicative Present
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentFirstPersonSingularForm .
-    ?indicativePresentFirstPersonSingularForm ontolex:representation ?indicativePresentFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentSecondPersonSingularForm .
-    ?indicativePresentSecondPersonSingularForm ontolex:representation ?indicativePresentSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentThirdPersonSingularForm .
-    ?indicativePresentThirdPersonSingularForm ontolex:representation ?indicativePresentThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentFirstPersonPluralForm .
-    ?indicativePresentFirstPersonPluralForm ontolex:representation ?indicativePresentFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentSecondPersonPluralForm .
-    ?indicativePresentSecondPersonPluralForm ontolex:representation ?indicativePresentSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentThirdPersonPluralForm .
-    ?indicativePresentThirdPersonPluralForm ontolex:representation ?indicativePresentThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  # MARK: Imperative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?imperativeFirstPersonPluralForm .
-    ?imperativeFirstPersonPluralForm ontolex:representation ?imperativeFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q22716 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?imperativeSecondPersonSingularForm .
-    ?imperativeSecondPersonSingularForm ontolex:representation ?imperativeSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q22716 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?imperativeSecondPersonPluralForm .
-    ?imperativeSecondPersonPluralForm ontolex:representation ?imperativeSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q22716 .
-  }
-
-  # MARK: Active Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineSingularActiveParticipleForm .
-    ?feminineSingularActiveParticipleForm ontolex:representation ?feminineSingularActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q72249355 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineAnimateSingularActiveParticipleForm .
-    ?masculineAnimateSingularActiveParticipleForm ontolex:representation ?masculineAnimateSingularActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q54020116, wd:Q110786, wd:Q72249355 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineInanimateSingularActiveParticipleForm .
-    ?masculineInanimateSingularActiveParticipleForm ontolex:representation ?masculineInanimateSingularActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q52943434, wd:Q110786, wd:Q72249355 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterSingularActiveParticipleForm .
-    ?neuterSingularActiveParticipleForm ontolex:representation ?neuterSingularActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q110786, wd:Q72249355 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePluralActiveParticipleForm .
-    ?femininePluralActiveParticipleForm ontolex:representation ?femininePluralActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q72249355 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineAnimatePluralActiveParticipleForm .
-    ?masculineAnimatePluralActiveParticipleForm ontolex:representation ?masculineAnimatePluralActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q54020116, wd:Q146786, wd:Q72249355 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineInanimatePluralActiveParticipleForm .
-    ?masculineInanimatePluralActiveParticipleForm ontolex:representation ?masculineInanimatePluralActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q52943434, wd:Q146786, wd:Q72249355 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterPluralActiveParticipleForm .
-    ?neuterPluralActiveParticipleForm ontolex:representation ?neuterPluralActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q146786, wd:Q72249355 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Czech/verbs/query_verbs_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Czech/verbs/query_verbs_2.sparql
deleted file mode 100644
index 1100549bf..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Czech/verbs/query_verbs_2.sparql
+++ /dev/null
@@ -1,129 +0,0 @@
-# tool: scribe-data
-# All Czech (Q9056) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-
-  ?feminineSingularPassiveParticiple
-  ?masculineAnimateSingularPassiveParticiple
-  ?masculineInanimateSingularPassiveParticiple
-  ?neuterSingularPassiveParticiple
-  ?femininePluralPassiveParticiple
-  ?masculineAnimatePluralPassiveParticiple
-  ?masculineInanimatePluralPassiveParticiple
-  ?neuterPluralPassiveParticiple
-
-  ?femininePastTransgressiveSingular
-  ?masculineAnimatePastTransgressiveSingular
-  ?masculineInanimatePastTransgressiveSingular
-  ?neuterPastTransgressiveSingular
-  ?femininePastTransgressivePlural
-  ?masculineAnimatePastTransgressivePlural
-  ?masculineInanimatePastTransgressivePlural
-  ?neuterPastTransgressivePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9056 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Passive Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineSingularPassiveParticipleForm .
-    ?feminineSingularPassiveParticipleForm ontolex:representation ?feminineSingularPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q72249544 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineAnimateSingularPassiveParticipleForm .
-    ?masculineAnimateSingularPassiveParticipleForm ontolex:representation ?masculineAnimateSingularPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q54020116, wd:Q110786, wd:Q72249544 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineInanimateSingularPassiveParticipleForm .
-    ?masculineInanimateSingularPassiveParticipleForm ontolex:representation ?masculineInanimateSingularPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q52943434, wd:Q110786, wd:Q72249544 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterSingularPassiveParticipleForm .
-    ?neuterSingularPassiveParticipleForm ontolex:representation ?neuterSingularPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q110786, wd:Q72249544 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePluralPassiveParticipleForm .
-    ?femininePluralPassiveParticipleForm ontolex:representation ?femininePluralPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q72249544 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineAnimatePluralPassiveParticipleForm .
-    ?masculineAnimatePluralPassiveParticipleForm ontolex:representation ?masculineAnimatePluralPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q54020116, wd:Q146786, wd:Q72249544 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineInanimatePluralPassiveParticipleForm .
-    ?masculineInanimatePluralPassiveParticipleForm ontolex:representation ?masculineInanimatePluralPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q52943434, wd:Q146786, wd:Q72249544 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterPluralPassiveParticipleForm .
-    ?neuterPluralPassiveParticipleForm ontolex:representation ?neuterPluralPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q146786, wd:Q72249544 .
-  }
-
-  # MARK: Past Transgressive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePastTransgressiveSingularForm .
-    ?femininePastTransgressiveSingularForm ontolex:representation ?femininePastTransgressiveSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q12750232 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineAnimatePastTransgressiveSingularForm .
-    ?masculineAnimatePastTransgressiveSingularForm ontolex:representation ?masculineAnimatePastTransgressiveSingular ;
-      wikibase:grammaticalFeature wd:Q54020116, wd:Q110786, wd:Q12750232 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineInanimatePastTransgressiveSingularForm .
-    ?masculineInanimatePastTransgressiveSingularForm ontolex:representation ?masculineInanimatePastTransgressiveSingular ;
-      wikibase:grammaticalFeature wd:Q52943434, wd:Q110786, wd:Q12750232 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterPastTransgressiveSingularForm .
-    ?neuterPastTransgressiveSingularForm ontolex:representation ?neuterPastTransgressiveSingular ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q110786, wd:Q12750232 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePastTransgressivePluralForm .
-    ?femininePastTransgressivePluralForm ontolex:representation ?femininePastTransgressivePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q12750232 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineAnimatePastTransgressivePluralForm .
-    ?masculineAnimatePastTransgressivePluralForm ontolex:representation ?masculineAnimatePastTransgressivePlural ;
-      wikibase:grammaticalFeature wd:Q54020116, wd:Q146786, wd:Q12750232 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineInanimatePastTransgressivePluralForm .
-    ?masculineInanimatePastTransgressivePluralForm ontolex:representation ?masculineInanimatePastTransgressivePlural ;
-      wikibase:grammaticalFeature wd:Q52943434, wd:Q146786, wd:Q12750232 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterPastTransgressivePluralForm .
-    ?neuterPastTransgressivePluralForm ontolex:representation ?neuterPastTransgressivePlural ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q146786, wd:Q12750232 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Dagbani/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Dagbani/adjectives/query_adjectives.sparql
deleted file mode 100644
index c755d0dbe..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Dagbani/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,31 +0,0 @@
-# tool: scribe-data
-# Dagbani (Q32238) adjectives and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?singular
-  ?plural
-
-WHERE {
-  ?lexeme dct:language wd:Q32238 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?singularForm .
-    ?singularForm ontolex:representation ?singular ;
-      wikibase:grammaticalFeature wd:Q110786 .
-  }
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Dagbani/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Dagbani/adverbs/query_adverbs.sparql
deleted file mode 100644
index 348528412..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Dagbani/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,76 +0,0 @@
-# tool: scribe-data
-# All Dagbani (Q32238) adverbs and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-  ?adverbial
-  ?plural
-  ?present
-  ?adverbialLocation
-  ?past
-  ?singular
-  ?adverbOfManner
-  ?phrase
-  ?locativeAdverb
-
-WHERE {
-  ?lexeme dct:language wd:Q32238 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?adverbialForm .
-    ?adverbialForm ontolex:representation ?adverbial ;
-      wikibase:grammaticalFeature wd:Q380012 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentForm .
-    ?presentForm ontolex:representation ?present ;
-      wikibase:grammaticalFeature wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?adverbialLocationForm .
-    ?adverbialLocationForm ontolex:representation ?adverbialLocation ;
-      wikibase:grammaticalFeature wd:Q5978303 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastForm .
-    ?pastForm ontolex:representation ?past ;
-      wikibase:grammaticalFeature wd:Q1994301 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?singularForm .
-    ?singularForm ontolex:representation ?singular ;
-      wikibase:grammaticalFeature wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?adverbOfMannerForm .
-    ?adverbOfMannerForm ontolex:representation ?adverbOfManner ;
-      wikibase:grammaticalFeature wd:Q113320444 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?phraseForm .
-    ?phraseForm ontolex:representation ?phrase ;
-      wikibase:grammaticalFeature wd:Q187931 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?locativeAdverbForm .
-    ?locativeAdverbForm ontolex:representation ?locativeAdverb ;
-      wikibase:grammaticalFeature wd:Q1522423 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Dagbani/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Dagbani/nouns/query_nouns.sparql
deleted file mode 100644
index cf4a924ab..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Dagbani/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,20 +0,0 @@
-# tool: scribe-data
-# All Dagbani (Q32238) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-  ?plural
-
-WHERE {
-  ?lexeme dct:language wd:Q32238 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?noun .
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Dagbani/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Dagbani/prepositions/query_prepositions.sparql
deleted file mode 100644
index 5b3ab8e27..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Dagbani/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Dagbani (Q32238) prepositions and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q32238 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Dagbani/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Dagbani/verbs/query_verbs.sparql
deleted file mode 100644
index bbef66d7b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Dagbani/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,48 +0,0 @@
-# tool: scribe-data
-# Dagbani (Q32238) verbs and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-  ?presentContinuous
-  ?past
-  ?future
-  ?imperative
-
-WHERE {
-  ?lexeme dct:language wd:Q32238 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-
-  # MARK: Present Continuous
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentContinuousForm .
-    ?presentContinuousForm ontolex:representation ?presentContinuous ;
-      wikibase:grammaticalFeature wd:Q7240943 .
-  }
-
-  # MARK: Past
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastForm .
-    ?pastForm ontolex:representation ?past ;
-      wikibase:grammaticalFeature wd:Q1994301 .
-  }
-
-  # MARK: Future
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?futureForm .
-    ?futureForm ontolex:representation ?future ;
-      wikibase:grammaticalFeature wd:Q501405 .
-  }
-
-  # MARK: Imperative
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?imperativeForm .
-    ?imperativeForm ontolex:representation ?imperative ;
-      wikibase:grammaticalFeature wd:Q22716 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Danish/adjectives/query_adjectives_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Danish/adjectives/query_adjectives_1.sparql
deleted file mode 100644
index bae6a9c17..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Danish/adjectives/query_adjectives_1.sparql
+++ /dev/null
@@ -1,29 +0,0 @@
-# tool: scribe-data
-# All Danish (Q9035) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?commonIndefiniteSingularPositive
-  ?neuterIndefiniteSingularPositive
-
-WHERE {
-  ?lexeme dct:language wd:Q9035 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Indefinite
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?commonIndefiniteSingularPositiveForm .
-    ?commonIndefiniteSingularPositiveForm ontolex:representation ?commonIndefiniteSingularPositive ;
-      wikibase:grammaticalFeature wd:Q1305037, wd:Q110786, wd:Q53997857, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterIndefiniteSingularPositiveForm .
-    ?neuterIndefiniteSingularPositiveForm ontolex:representation ?neuterIndefiniteSingularPositive ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q110786, wd:Q53997857, wd:Q3482678 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Danish/adjectives/query_adjectives_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Danish/adjectives/query_adjectives_2.sparql
deleted file mode 100644
index 7b38aefd5..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Danish/adjectives/query_adjectives_2.sparql
+++ /dev/null
@@ -1,47 +0,0 @@
-# tool: scribe-data
-# All Danish (Q9035) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?pluralPositive
-  ?pluralSuperlative
-  ?comparative
-  ?definiteSingularPositive
-
-WHERE {
-  ?lexeme dct:language wd:Q9035 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Definite
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?definiteSingularPositiveForm .
-    ?definiteSingularPositiveForm ontolex:representation ?definiteSingularPositive ;
-      wikibase:grammaticalFeature wd:Q110786, wd:Q53997851, wd:Q3482678 .
-  }
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralPositiveForm .
-    ?pluralPositiveForm ontolex:representation ?pluralPositive ;
-      wikibase:grammaticalFeature wd:Q146786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralSuperlativeForm .
-    ?pluralSuperlativeForm ontolex:representation ?pluralSuperlative ;
-      wikibase:grammaticalFeature wd:Q146786, wd:Q1817208 .
-  }
-
-  # MARK: Comparative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?comparativeForm .
-    ?comparativeForm ontolex:representation ?comparative ;
-      wikibase:grammaticalFeature wd:Q14169499 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Danish/adjectives/query_adjectives_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Danish/adjectives/query_adjectives_3.sparql
deleted file mode 100644
index 20669f334..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Danish/adjectives/query_adjectives_3.sparql
+++ /dev/null
@@ -1,29 +0,0 @@
-# tool: scribe-data
-# All Danish (Q9035) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?indefiniteSingularSuperlative
-  ?definiteSingularSuperlative
-
-WHERE {
-  ?lexeme dct:language wd:Q9035 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Superlative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indefiniteSingularSuperlativeForm .
-    ?indefiniteSingularSuperlativeForm ontolex:representation ?indefiniteSingularSuperlative ;
-      wikibase:grammaticalFeature wd:Q110786, wd:Q53997857, wd:Q1817208 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?definiteSingularSuperlativeForm .
-    ?definiteSingularSuperlativeForm ontolex:representation ?definiteSingularSuperlative ;
-      wikibase:grammaticalFeature wd:Q110786, wd:Q53997851, wd:Q1817208 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Danish/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Danish/adverbs/query_adverbs.sparql
deleted file mode 100644
index 6d72a4766..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Danish/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Danish (Q9035) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q9035 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Danish/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Danish/nouns/query_nouns.sparql
deleted file mode 100644
index 6e2db09e2..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Danish/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,34 +0,0 @@
-# tool: scribe-data
-# All Danish (Q9035) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q9035 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Danish/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Danish/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index bb8202a9d..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Danish/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,25 +0,0 @@
-# tool: scribe-data
-# All Danish (Q9035) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q9035 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Danish/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Danish/verbs/query_verbs.sparql
deleted file mode 100644
index da4336526..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Danish/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,96 +0,0 @@
-# tool: scribe-data
-# All Danish (Q9035) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?activeInfinitive
-  ?activePresent
-  ?activePreterite
-  ?pastParticiple
-  ?presentParticiple
-  ?imperative
-  ?passivePresent
-  ?passivePreterite
-  ?passiveInfinitive
-
-WHERE {
-  # MARK: Infinitive
-
-  ?lexeme dct:language wd:Q9035 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?infinitive
-
-  # MARK: Infinitive Active
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?activeInfinitiveForm .
-    ?activeInfinitiveForm ontolex:representation ?activeInfinitive ;
-      wikibase:grammaticalFeature wd:Q179230, wd:Q1317831 .
-  }
-
-  # MARK: Present Active
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?activePresentForm .
-    ?activePresentForm ontolex:representation ?activePresent ;
-      wikibase:grammaticalFeature wd:Q192613, wd:Q1317831 .
-  }
-
-  # MARK: Preterite Active
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?activePreteriteForm .
-    ?activePreteriteForm ontolex:representation ?activePreterite ;
-      wikibase:grammaticalFeature wd:Q442485, wd:Q1317831 .
-  }
-
-  # MARK: Past Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastParticipleForm .
-    ?pastParticipleForm ontolex:representation ?pastParticiple ;
-      wikibase:grammaticalFeature wd:Q12717679 .
-  }
-
-  # MARK: Present Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentParticipleForm .
-    ?presentParticipleForm ontolex:representation ?presentParticiple ;
-      wikibase:grammaticalFeature wd:Q10345583 .
-  }
-
-  # MARK: Imperative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?imperativeForm .
-    ?imperativeForm ontolex:representation ?imperative ;
-      wikibase:grammaticalFeature wd:Q22716 .
-  }
-
-  # MARK: Present Passive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?passivePresentForm .
-    ?passivePresentForm ontolex:representation ?passivePresent ;
-      wikibase:grammaticalFeature wd:Q192613, wd:Q1194697 .
-  }
-
-  # MARK: Preterite Passive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?passivePreteriteForm .
-    ?passivePreteriteForm ontolex:representation ?passivePreterite ;
-      wikibase:grammaticalFeature wd:Q442485, wd:Q1194697 .
-  }
-
-  # MARK: Infinitive Passive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?passiveInfinitiveForm .
-    ?passiveInfinitiveForm ontolex:representation ?passiveInfinitive ;
-      wikibase:grammaticalFeature wd:Q179230, wd:Q1194697 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/English/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/English/adjectives/query_adjectives.sparql
deleted file mode 100644
index 66302f614..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/English/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All English (Q1860) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q1860 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/English/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/English/adverbs/query_adverbs.sparql
deleted file mode 100644
index f327cfa9e..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/English/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All English (Q1860) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT DISTINCT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q1860 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/English/nouns/format_nouns.py b/src/scribe_data/wikidata/language_data_extraction/English/nouns/format_nouns.py
deleted file mode 100644
index 92a67e9b8..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/English/nouns/format_nouns.py
+++ /dev/null
@@ -1,106 +0,0 @@
-"""
-Formats the English nouns queried from Wikidata using query_nouns.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import export_formatted_data, load_queried_data
-
-LANGUAGE = "English"
-DATA_TYPE = "nouns"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-nouns_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-nouns_formatted = {}
-
-for noun_vals in nouns_list:
-    if "singular" in noun_vals.keys():
-        if noun_vals["singular"] not in nouns_formatted:
-            if "plural" in noun_vals.keys():
-                nouns_formatted[noun_vals["singular"]] = {
-                    "plural": noun_vals["plural"],
-                    "form": "",
-                }
-
-                # Assign plural as a new entry after checking if it's its own plural.
-                if noun_vals["plural"] not in nouns_formatted:
-                    if noun_vals["singular"] != noun_vals["plural"]:
-                        nouns_formatted[noun_vals["plural"]] = {
-                            "plural": "isPlural",
-                            "form": "PL",
-                        }
-
-                    else:
-                        nouns_formatted[noun_vals["plural"]] = {
-                            "plural": noun_vals["plural"],
-                            "form": "PL",
-                        }
-                else:
-                    # Mark plural as a possible form if it isn't already.
-                    if nouns_formatted[noun_vals["plural"]]["form"] == "":
-                        nouns_formatted[noun_vals["plural"]]["form"] = "PL"
-
-                    # Assign itself as a plural if possible (maybe wasn't for prior versions).
-                    if noun_vals["singular"] == noun_vals["plural"]:
-                        nouns_formatted[noun_vals["plural"]]["plural"] = noun_vals[
-                            "plural"
-                        ]
-            else:
-                nouns_formatted[noun_vals["singular"]] = {
-                    "plural": "",
-                    "form": "",
-                }
-
-    elif "plural" in noun_vals.keys():
-        if noun_vals["plural"] not in nouns_formatted:
-            nouns_formatted[noun_vals["plural"]] = {
-                "plural": "isPlural",
-                "form": "PL",
-            }
-
-        else:
-            # Mark plural as a possible form if it isn't already.
-            if (
-                "PL" not in nouns_formatted[noun_vals["plural"]]["form"]
-                and nouns_formatted[noun_vals["plural"]]["form"] != ""
-            ):
-                nouns_formatted[noun_vals["plural"]]["form"] = (
-                    nouns_formatted[noun_vals["plural"]]["form"] + "/PL"
-                )
-
-            elif nouns_formatted[noun_vals["plural"]]["form"] == "":
-                nouns_formatted[noun_vals["plural"]]["form"] = "PL"
-
-nouns_formatted = collections.OrderedDict(sorted(nouns_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=nouns_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/English/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/English/nouns/query_nouns.sparql
deleted file mode 100644
index 673fb009f..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/English/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,22 +0,0 @@
-# tool: scribe-data
-# All English (Q1860) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-
-WHERE {
-  ?lexeme dct:language wd:Q1860 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/English/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/English/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 732b7e61e..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/English/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,22 +0,0 @@
-# tool: scribe-data
-# All English (Q1860) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-
-WHERE {
-  ?lexeme dct:language wd:Q1860 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/English/verbs/format_verbs.py b/src/scribe_data/wikidata/language_data_extraction/English/verbs/format_verbs.py
deleted file mode 100644
index b9983352a..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/English/verbs/format_verbs.py
+++ /dev/null
@@ -1,149 +0,0 @@
-"""
-Formats the English verbs queried from Wikidata using query_verbs.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import export_formatted_data, load_queried_data
-
-LANGUAGE = "English"
-DATA_TYPE = "verbs"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-verbs_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-verbs_formatted = {}
-
-all_conjugations = [
-    "presSimp",
-    "presTPS",
-    "presPart",
-    "presFPSCont",
-    "prePluralCont",
-    "presTPSCont",
-    "presPerfSimp",
-    "presPerfTPS",
-    "presPerfSimpCont",
-    "presPerfTPSCont",
-    "pastSimp",
-    "pastSimpCont",
-    "pastSimpPluralCont",
-    "pastPerf",
-    "pastPerfCont",
-    "futSimp",
-    "futCont",
-    "futPerf",
-    "futPerfCont",
-    "condSimp",
-    "condCont",
-    "condPerf",
-    "condPerfCont",
-]
-
-for verb_vals in verbs_list:
-    # If infinitive is available add to formatted verbs, else no entry created.
-    infinitive_key = verb_vals["infinitive"]
-    if infinitive_key not in verbs_formatted.keys():
-        verbs_formatted[infinitive_key] = {}
-
-        # Present
-        verbs_formatted[infinitive_key]["presSimp"] = verb_vals.get("presSimp", "")
-        verbs_formatted[infinitive_key]["presTPS"] = verb_vals.get("presTPS", "")
-        verbs_formatted[infinitive_key]["presPart"] = verb_vals.get("presPart", "")
-        verbs_formatted[infinitive_key]["presFPSCont"] = "am " + verb_vals.get(
-            "presPart", ""
-        )
-        verbs_formatted[infinitive_key]["prePluralCont"] = "are " + verb_vals.get(
-            "presPart", ""
-        )
-        verbs_formatted[infinitive_key]["presTPSCont"] = "is " + verb_vals.get(
-            "presPart", ""
-        )
-        verbs_formatted[infinitive_key]["presPerfSimp"] = "have " + verb_vals.get(
-            "pastPart", ""
-        )
-        verbs_formatted[infinitive_key]["presPerfTPS"] = "has " + verb_vals.get(
-            "pastPart", ""
-        )
-        verbs_formatted[infinitive_key]["presPerfSimpCont"] = (
-            "have been " + verb_vals.get("presPart", "")
-        )
-        verbs_formatted[infinitive_key]["presPerfTPSCont"] = (
-            "has been " + verb_vals.get("presPart", "")
-        )
-
-        # Past
-        verbs_formatted[infinitive_key]["pastSimp"] = verb_vals.get("pastSimp", "")
-        verbs_formatted[infinitive_key]["pastSimpCont"] = "was " + verb_vals.get(
-            "presPart", ""
-        )
-        verbs_formatted[infinitive_key]["pastSimpPluralCont"] = "were " + verb_vals.get(
-            "presPart", ""
-        )
-        verbs_formatted[infinitive_key]["pastPerf"] = "had " + verb_vals.get(
-            "pastPart", ""
-        )
-        verbs_formatted[infinitive_key]["pastPerfCont"] = "had been " + verb_vals.get(
-            "presPart", ""
-        )
-
-        # Future
-        verbs_formatted[infinitive_key]["futSimp"] = "will " + verb_vals.get(
-            "presSimp", ""
-        )
-        verbs_formatted[infinitive_key]["futCont"] = "will be " + verb_vals.get(
-            "presPart", ""
-        )
-        verbs_formatted[infinitive_key]["futPerf"] = "will have " + verb_vals.get(
-            "pastPart", ""
-        )
-        verbs_formatted[infinitive_key]["futPerfCont"] = (
-            "will have been " + verb_vals.get("presPart", "")
-        )
-
-        # Conditional
-        verbs_formatted[infinitive_key]["condSimp"] = "would " + verb_vals.get(
-            "presSimp", ""
-        )
-        verbs_formatted[infinitive_key]["condCont"] = "would be " + verb_vals.get(
-            "presPart", ""
-        )
-        verbs_formatted[infinitive_key]["condPerf"] = "would have " + verb_vals.get(
-            "pastPart", ""
-        )
-        verbs_formatted[infinitive_key]["condPerfCont"] = (
-            "would have been " + verb_vals.get("presPart", "")
-        )
-
-verbs_formatted = collections.OrderedDict(sorted(verbs_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=verbs_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/English/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/English/verbs/query_verbs.sparql
deleted file mode 100644
index 4b3a226c8..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/English/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,76 +0,0 @@
-# tool: scribe-data
-# All English (Q1860) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?simplePresent
-  ?simplePresentThirdPersonSingular
-  ?presentParticiple
-  ?simplePast
-  ?pastParticiple
-
-WHERE {
-  # MARK: Infinitive
-
-  ?lexeme dct:language wd:Q1860 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?infinitive .
-
-  # MARK: Simple Present
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?simplePresentForm .
-    ?simplePresentForm ontolex:representation ?simplePresent ;
-      wikibase:grammaticalFeature wd:Q3910936 .
-      FILTER NOT EXISTS { ?simplePresentForm wikibase:grammaticalFeature wd:Q51929074 . }
-      FILTER NOT EXISTS { ?simplePresentForm wdt:P6191 wd:Q181970 . }
-      FILTER NOT EXISTS { ?simplePresentForm wikibase:grammaticalFeature wd:Q126473 . }
-      FILTER(LANG(?simplePresent) = "en")
-  }
-
-  # MARK: Third-person Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?simplePresentThirdPersonSingularForm .
-    ?simplePresentThirdPersonSingularForm ontolex:representation ?simplePresentThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q3910936 .
-      FILTER NOT EXISTS { ?simplePresentThirdPersonSingularForm wdt:P6191 wd:Q181970 . }
-      FILTER NOT EXISTS { ?simplePresentThirdPersonSingularForm wikibase:grammaticalFeature wd:Q126473 . }
-      FILTER(LANG(?simplePresentThirdPersonSingular) = "en")
-  }
-
-  # MARK: Present Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentParticipleForm .
-    ?presentParticipleForm ontolex:representation ?presentParticiple ;
-      wikibase:grammaticalFeature wd:Q10345583 .
-      FILTER NOT EXISTS { ?presentParticipleForm wdt:P6191 wd:Q181970 . }
-      FILTER NOT EXISTS { ?presentParticipleForm wikibase:grammaticalFeature wd:Q126473 . }
-      FILTER(LANG(?presentParticiple) = "en")
-  }
-
-  # MARK: Simple Past
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?simplePastForm .
-    ?simplePastForm ontolex:representation ?simplePast ;
-      wikibase:grammaticalFeature wd:Q1392475 .
-      FILTER NOT EXISTS { ?simplePastForm wdt:P6191 wd:Q181970 . }
-      FILTER NOT EXISTS { ?simplePastForm wikibase:grammaticalFeature wd:Q126473 . }
-      FILTER(LANG(?simplePast) = "en")
-  }
-
-  # MARK: Past Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastParticipleForm .
-    ?pastParticipleForm ontolex:representation ?pastParticiple ;
-      wikibase:grammaticalFeature wd:Q1230649 .
-      FILTER NOT EXISTS { ?pastParticipleForm wdt:P6191 wd:Q181970 . }
-      FILTER NOT EXISTS { ?pastParticipleForm wikibase:grammaticalFeature wd:Q126473 . }
-      FILTER(LANG(?pastParticiple) = "en")
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Esperanto/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Esperanto/adjectives/query_adjectives.sparql
deleted file mode 100644
index cc83891ef..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Esperanto/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Esperanto (Q143) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q143 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-    FILTER(LANG(?adjective) = "eo")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Esperanto/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Esperanto/adverbs/query_adverbs.sparql
deleted file mode 100644
index 0cb91d265..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Esperanto/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Esperanto (Q143) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q143 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-    FILTER(LANG(?adverb) = "eo")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Esperanto/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Esperanto/nouns/query_nouns.sparql
deleted file mode 100644
index 9ad7a9424..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Esperanto/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,40 +0,0 @@
-# tool: scribe-data
-# All Esperanto (Q143) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?accusativeSingular
-  ?nominativePlural
-  ?accusativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q143 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?nominativeSingular .
-
-  # MARK: Accusative Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeSingularForm .
-    ?accusativeSingularForm ontolex:representation ?accusativeSingular ;
-      wikibase:grammaticalFeature wd:Q146078, wd:Q110786 .
-  }
-
-  # MARK: Nominative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Accusative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativePluralForm .
-    ?accusativePluralForm ontolex:representation ?accusativePlural ;
-      wikibase:grammaticalFeature wd:Q146078, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Esperanto/personal_pronouns/query_personal_pronouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Esperanto/personal_pronouns/query_personal_pronouns.sparql
deleted file mode 100644
index a734bbe0f..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Esperanto/personal_pronouns/query_personal_pronouns.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Esperanto (Q143) personal pronouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?personalPronouns
-
-WHERE {
-  ?lexeme dct:language wd:Q143 ;
-    wikibase:lexicalCategory wd:Q468801 ;
-    wikibase:lemma ?personalPronouns .
-    FILTER(LANG(?personalPronouns) = "eo")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Esperanto/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Esperanto/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 32cc3b03e..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Esperanto/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,40 +0,0 @@
-# tool: scribe-data
-# All Esperanto (Q143) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?accusativeSingular
-  ?nominativePlural
-  ?accusativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q143 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?nominativeSingular .
-
-  # MARK: Accusative Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeSingularForm .
-    ?accusativeSingularForm ontolex:representation ?accusativeSingular ;
-      wikibase:grammaticalFeature wd:Q146078, wd:Q110786 .
-  }
-
-  # MARK: Nominative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Accusative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativePluralForm .
-    ?accusativePluralForm ontolex:representation ?accusativePlural ;
-      wikibase:grammaticalFeature wd:Q146078, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Esperanto/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Esperanto/verbs/query_verbs.sparql
deleted file mode 100644
index 38b86a61b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Esperanto/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,65 +0,0 @@
-# tool: scribe-data
-# All Esperanto (Q143) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?indicativePresent
-  ?indicativePast
-  ?indicativeFuture
-  ?conditional
-  ?volitive
-
-WHERE {
-  # MARK: Infinitive
-
-  ?lexeme dct:language wd:Q143 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?infinitive .
-
-  # MARK: Present Tense
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentForm .
-    ?indicativePresentForm ontolex:representation ?indicativePresent ;
-      wikibase:grammaticalFeature wd:Q192613, wd:Q682111 .
-      FILTER(LANG(?indicativePresent) = "eo")
-  }
-
-  # MARK: Past Tense
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastForm .
-    ?indicativePastForm ontolex:representation ?indicativePast ;
-      wikibase:grammaticalFeature wd:Q1994301, wd:Q682111 .
-      FILTER(LANG(?indicativePast) = "eo")
-  }
-
-  # MARK: Future Tense
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeFutureForm .
-    ?indicativeFutureForm ontolex:representation ?indicativeFuture ;
-      wikibase:grammaticalFeature wd:Q501405, wd:Q682111 .
-      FILTER(LANG(?indicativeFuture) = "eo")
-  }
-
-  # MARK: Conditional
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?conditionalForm .
-    ?conditionalForm ontolex:representation ?conditional ;
-      wikibase:grammaticalFeature wd:Q625581 .
-      FILTER(LANG(?conditional) = "eo")
-  }
-
-  # MARK: Volitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?volitiveForm .
-    ?volitiveForm ontolex:representation ?volitive ;
-      wikibase:grammaticalFeature wd:Q2532941 .
-      FILTER(LANG(?volitive) = "eo")
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Estonian/adjectives/query_adjectives_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Estonian/adjectives/query_adjectives_1.sparql
deleted file mode 100644
index 5e92e85d8..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Estonian/adjectives/query_adjectives_1.sparql
+++ /dev/null
@@ -1,61 +0,0 @@
-# tool: scribe-data
-# All Estonian (Q9072) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?nominativeSingular
-  ?nominativePlural
-  ?genitiveSingular
-  ?genitivePlural
-  ?partitiveSingular
-  ?partitivePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9072 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Nominative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeSingularForm .
-    ?nominativeSingularForm ontolex:representation ?nominativeSingular ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Genitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveSingularForm .
-    ?genitiveSingularForm ontolex:representation ?genitiveSingular ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitivePluralForm .
-    ?genitivePluralForm ontolex:representation ?genitivePlural ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q146786 .
-  }
-
-  # MARK: Partitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?partitiveSingularForm .
-    ?partitiveSingularForm ontolex:representation ?partitiveSingular ;
-      wikibase:grammaticalFeature wd:Q857325, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?partitivePluralForm .
-    ?partitivePluralForm ontolex:representation ?partitivePlural ;
-      wikibase:grammaticalFeature wd:Q857325, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Estonian/adjectives/query_adjectives_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Estonian/adjectives/query_adjectives_2.sparql
deleted file mode 100644
index 8670f7bcc..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Estonian/adjectives/query_adjectives_2.sparql
+++ /dev/null
@@ -1,77 +0,0 @@
-# tool: scribe-data
-# All Estonian (Q9072) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?illativeSingular
-  ?illativePlural
-  ?inessiveSingular
-  ?inessivePlural
-  ?elativeSingular
-  ?elativePlural
-  ?allativeSingular
-  ?allativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9072 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Illative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?illativeSingularForm .
-    ?illativeSingularForm ontolex:representation ?illativeSingular ;
-      wikibase:grammaticalFeature wd:Q474668, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?illativePluralForm .
-    ?illativePluralForm ontolex:representation ?illativePlural ;
-      wikibase:grammaticalFeature wd:Q474668, wd:Q146786 .
-  }
-
-  # MARK: Inessive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?inessiveSingularForm .
-    ?inessiveSingularForm ontolex:representation ?inessiveSingular ;
-      wikibase:grammaticalFeature wd:Q282031, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?inessivePluralForm .
-    ?inessivePluralForm ontolex:representation ?inessivePlural ;
-      wikibase:grammaticalFeature wd:Q282031, wd:Q146786 .
-  }
-
-  # MARK: Elative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?elativeSingularForm .
-    ?elativeSingularForm ontolex:representation ?elativeSingular ;
-      wikibase:grammaticalFeature wd:Q394253, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?elativePluralForm .
-    ?elativePluralForm ontolex:representation ?elativePlural ;
-      wikibase:grammaticalFeature wd:Q394253, wd:Q146786 .
-  }
-
-  # MARK: Allative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?allativeSingularForm .
-    ?allativeSingularForm ontolex:representation ?allativeSingular ;
-      wikibase:grammaticalFeature wd:Q655020, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?allativePluralForm .
-    ?allativePluralForm ontolex:representation ?allativePlural ;
-      wikibase:grammaticalFeature wd:Q655020, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Estonian/adjectives/query_adjectives_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Estonian/adjectives/query_adjectives_3.sparql
deleted file mode 100644
index 7d2864d76..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Estonian/adjectives/query_adjectives_3.sparql
+++ /dev/null
@@ -1,77 +0,0 @@
-# tool: scribe-data
-# All Estonian (Q9072) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adessiveSingular
-  ?adessivePlural
-  ?ablativeSingular
-  ?ablativePlural
-  ?translativeSingular
-  ?translativePlural
-  ?terminativeSingular
-  ?terminativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9072 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Adessive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?adessiveSingularForm .
-    ?adessiveSingularForm ontolex:representation ?adessiveSingular ;
-      wikibase:grammaticalFeature wd:Q281954, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?adessivePluralForm .
-    ?adessivePluralForm ontolex:representation ?adessivePlural ;
-      wikibase:grammaticalFeature wd:Q281954, wd:Q146786 .
-  }
-
-  # MARK: Ablative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?ablativeSingularForm .
-    ?ablativeSingularForm ontolex:representation ?ablativeSingular ;
-      wikibase:grammaticalFeature wd:Q156986, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?ablativePluralForm .
-    ?ablativePluralForm ontolex:representation ?ablativePlural ;
-      wikibase:grammaticalFeature wd:Q156986, wd:Q146786 .
-  }
-
-  # MARK: Translative
-
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?translativeSingularForm .
-    ?translativeSingularForm ontolex:representation ?translativeSingular ;
-      wikibase:grammaticalFeature wd:Q950170, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?translativePluralForm .
-    ?translativePluralForm ontolex:representation ?translativePlural ;
-      wikibase:grammaticalFeature wd:Q950170, wd:Q146786 .
-  }
-
-  # MARK: Terminative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?terminativeSingularForm .
-    ?terminativeSingularForm ontolex:representation ?terminativeSingular ;
-      wikibase:grammaticalFeature wd:Q747019, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?terminativePluralForm .
-    ?terminativePluralForm ontolex:representation ?terminativePlural ;
-      wikibase:grammaticalFeature wd:Q747019, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Estonian/adjectives/query_adjectives_4.sparql b/src/scribe_data/wikidata/language_data_extraction/Estonian/adjectives/query_adjectives_4.sparql
deleted file mode 100644
index 66f545532..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Estonian/adjectives/query_adjectives_4.sparql
+++ /dev/null
@@ -1,60 +0,0 @@
-# tool: scribe-data
-# All Estonian (Q9072) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?essiveSingular
-  ?essivePlural
-  ?abessiveSingular
-  ?abessivePlural
-  ?comitativeSingular
-  ?comitativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9072 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Essive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?essiveSingularForm .
-    ?essiveSingularForm ontolex:representation ?essiveSingular ;
-      wikibase:grammaticalFeature wd:Q148465, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?essivePluralForm .
-    ?essivePluralForm ontolex:representation ?essivePlural ;
-      wikibase:grammaticalFeature wd:Q148465, wd:Q146786 .
-  }
-
-  # MARK: Abessive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?abessiveSingularForm .
-    ?abessiveSingularForm ontolex:representation ?abessiveSingular ;
-      wikibase:grammaticalFeature wd:Q319822, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?abessivePluralForm .
-    ?abessivePluralForm ontolex:representation ?abessivePlural ;
-      wikibase:grammaticalFeature wd:Q319822, wd:Q146786 .
-  }
-
-  # MARK: Comitative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?comitativeSingularForm .
-    ?comitativeSingularForm ontolex:representation ?comitativeSingular ;
-      wikibase:grammaticalFeature wd:Q838581, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?comitativePluralForm .
-    ?comitativePluralForm ontolex:representation ?comitativePlural ;
-      wikibase:grammaticalFeature wd:Q838581, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Estonian/adverbs/query_adverbs_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Estonian/adverbs/query_adverbs_1.sparql
deleted file mode 100644
index 14d08b526..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Estonian/adverbs/query_adverbs_1.sparql
+++ /dev/null
@@ -1,125 +0,0 @@
-# tool: scribe-data
-# All Estonian (Q380057) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-  ?nominativeSingular
-  ?nominativePlural
-  ?genitiveSingular
-  ?genitivePlural
-  ?partitiveSingular
-  ?partitivePlural
-  ?illativeSingular
-  ?illativePlural
-  ?inessiveSingular
-  ?inessivePlural
-  ?elativeSingular
-  ?elativePlural
-  ?allativeSingular
-  ?allativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9072 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-
-  # MARK: Nominative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeSingularForm .
-    ?nominativeSingularForm ontolex:representation ?nominativeSingular ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Genitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveSingularForm .
-    ?genitiveSingularForm ontolex:representation ?genitiveSingular ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitivePluralForm .
-    ?genitivePluralForm ontolex:representation ?genitivePlural ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q146786 .
-  }
-
-  # MARK: Partive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?partitiveSingularForm .
-    ?partitiveSingularForm ontolex:representation ?partitiveSingular ;
-      wikibase:grammaticalFeature wd:Q857325, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?partitivePluralForm .
-    ?partitivePluralForm ontolex:representation ?partitivePlural ;
-      wikibase:grammaticalFeature wd:Q857325, wd:Q146786 .
-  }
-
-  # MARK: Illative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?illativeSingularForm .
-    ?illativeSingularForm ontolex:representation ?illativeSingular ;
-      wikibase:grammaticalFeature wd:Q474668, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?illativePluralForm .
-    ?illativePluralForm ontolex:representation ?illativePlural ;
-      wikibase:grammaticalFeature wd:Q474668, wd:Q146786 .
-  }
-
-  # MARK: Inessive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?inessiveSingularForm .
-    ?inessiveSingularForm ontolex:representation ?inessiveSingular ;
-      wikibase:grammaticalFeature wd:Q282031, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?inessivePluralForm .
-    ?inessivePluralForm ontolex:representation ?inessivePlural ;
-      wikibase:grammaticalFeature wd:Q282031, wd:Q146786 .
-  }
-
-  # MARK: Elative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?elativeSingularForm .
-    ?elativeSingularForm ontolex:representation ?elativeSingular ;
-      wikibase:grammaticalFeature wd:Q394253, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?elativePluralForm .
-    ?elativePluralForm ontolex:representation ?elativePlural ;
-      wikibase:grammaticalFeature wd:Q394253, wd:Q146786 .
-  }
-
-  # MARK: Allative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?allativeSingularForm .
-    ?allativeSingularForm ontolex:representation ?allativeSingular ;
-      wikibase:grammaticalFeature wd:Q655020, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?allativePluralForm .
-    ?allativePluralForm ontolex:representation ?allativePlural ;
-      wikibase:grammaticalFeature wd:Q655020, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Estonian/adverbs/query_adverbs_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Estonian/adverbs/query_adverbs_2.sparql
deleted file mode 100644
index fb2f97a79..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Estonian/adverbs/query_adverbs_2.sparql
+++ /dev/null
@@ -1,125 +0,0 @@
-# tool: scribe-data
-# All Estonian (Q380057) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-  ?adessiveSingular
-  ?adessivePlural
-  ?ablativeSingular
-  ?ablativePlural
-  ?translativeSingular
-  ?translativePlural
-  ?terminativeSingular
-  ?terminativePlural
-  ?essiveSingular
-  ?essivePlural
-  ?abessiveSingular
-  ?abessivePlural
-  ?comitativeSingular
-  ?comitativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9072 ;
-      wikibase:lexicalCategory wd:Q380057 ;
-      wikibase:lemma ?adverb .
-
-  # MARK: Adessive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?adessiveSingularForm .
-    ?adessiveSingularForm ontolex:representation ?adessiveSingular ;
-      wikibase:grammaticalFeature wd:Q281954, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?adessivePluralForm .
-    ?adessivePluralForm ontolex:representation ?adessivePlural ;
-      wikibase:grammaticalFeature wd:Q281954, wd:Q146786 .
-  }
-
-  # MARK: Ablative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?ablativeSingularForm .
-    ?ablativeSingularForm ontolex:representation ?ablativeSingular ;
-      wikibase:grammaticalFeature wd:Q156986, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?ablativePluralForm .
-    ?ablativePluralForm ontolex:representation ?ablativePlural ;
-      wikibase:grammaticalFeature wd:Q156986, wd:Q146786 .
-  }
-
-  # MARK: Translative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?translativeSingularForm .
-    ?translativeSingularForm ontolex:representation ?translativeSingular ;
-      wikibase:grammaticalFeature wd:Q950170, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?translativePluralForm .
-    ?translativePluralForm ontolex:representation ?translativePlural ;
-      wikibase:grammaticalFeature wd:Q950170, wd:Q146786 .
-  }
-
-  # MARK: Terminative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?terminativeSingularForm .
-    ?terminativeSingularForm ontolex:representation ?terminativeSingular ;
-      wikibase:grammaticalFeature wd:Q747019, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?terminativePluralForm .
-    ?terminativePluralForm ontolex:representation ?terminativePlural ;
-      wikibase:grammaticalFeature wd:Q747019, wd:Q146786 .
-  }
-
-  # MARK: Essive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?essiveSingularForm .
-    ?essiveSingularForm ontolex:representation ?essiveSingular ;
-      wikibase:grammaticalFeature wd:Q148465, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?essivePluralForm .
-    ?essivePluralForm ontolex:representation ?essivePlural ;
-      wikibase:grammaticalFeature wd:Q148465, wd:Q146786 .
-  }
-
-  # MARK: Abessive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?abessiveSingularForm .
-    ?abessiveSingularForm ontolex:representation ?abessiveSingular ;
-      wikibase:grammaticalFeature wd:Q319822, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?abessivePluralForm .
-    ?abessivePluralForm ontolex:representation ?abessivePlural ;
-      wikibase:grammaticalFeature wd:Q319822, wd:Q146786 .
-  }
-
-  # MARK: Comitative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?comitativeSingularForm .
-    ?comitativeSingularForm ontolex:representation ?comitativeSingular ;
-      wikibase:grammaticalFeature wd:Q838581, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?comitativePluralForm .
-    ?comitativePluralForm ontolex:representation ?comitativePlural ;
-      wikibase:grammaticalFeature wd:Q838581, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Estonian/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Estonian/nouns/query_nouns.sparql
deleted file mode 100644
index 3ae902144..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Estonian/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,22 +0,0 @@
-# tool: scribe-data
-# All Estonian (Q9072) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?nominativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9072 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Estonian/postpositions/query_postpositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Estonian/postpositions/query_postpositions.sparql
deleted file mode 100644
index 5fb588605..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Estonian/postpositions/query_postpositions.sparql
+++ /dev/null
@@ -1,25 +0,0 @@
-# tool: scribe-data
-# All Estonian (Q9072) postpositions (Q161873) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-  ?case
-
-WHERE {
-  ?lexeme dct:language wd:Q9072 ;
-    wikibase:lexicalCategory wd:Q161873 ;
-    wikibase:lemma ?preposition .
-
-  # MARK: Corresponding Case
-
-  OPTIONAL {
-    ?lexeme wdt:P5713 ?caseForm .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?caseForm rdfs:label ?case .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Estonian/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Estonian/prepositions/query_prepositions.sparql
deleted file mode 100644
index f8f1cb2b4..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Estonian/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Estonian (Q9072) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q9072 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Estonian/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Estonian/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 215d99803..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Estonian/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,22 +0,0 @@
-# tool: scribe-data
-# All Estonian (Q9072) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?nominativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9072 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Estonian/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Estonian/verbs/query_verbs.sparql
deleted file mode 100644
index 7e3f6af66..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Estonian/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,31 +0,0 @@
-# tool: scribe-data
-# All Estonian (Q9072) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q9072 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-
-  # MARK: Supine
-
-  # MARK: Present
-
-  # MARK: Present Conditional
-
-  # MARK: Present Quotative
-
-  # MARK: Present Imperative
-
-  # MARK: Past
-
-  # MARK: Past Imperfect
-
-  # MARK: Past Conditional
-
-  #MARK: Past Quotative
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Finnish/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Finnish/adjectives/query_adjectives.sparql
deleted file mode 100644
index 519ad2a86..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Finnish/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Finnish (Q1412) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q1412 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Finnish/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Finnish/adverbs/query_adverbs.sparql
deleted file mode 100644
index da2131c78..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Finnish/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Finnish (Q1412) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q1412 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Finnish/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Finnish/nouns/query_nouns.sparql
deleted file mode 100644
index 11c95a44b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Finnish/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,22 +0,0 @@
-# tool: scribe-data
-# All Finnish (Q1412) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?nominativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q1412 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?nominativeSingular .
-
-  # MARK: Nominative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Finnish/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Finnish/prepositions/query_prepositions.sparql
deleted file mode 100644
index b4912ff30..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Finnish/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Finnish (Q1412) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q1412 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Finnish/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Finnish/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 78c6b30ba..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Finnish/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,22 +0,0 @@
-# tool: scribe-data
-# All Finnish (Q1412) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?nominativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q1412 ;
-    wikibase:lexicalCategory wd:Q147276;
-    wikibase:lemma ?nominativeSingular .
-
-  # MARK: Nominative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Finnish/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Finnish/verbs/query_verbs.sparql
deleted file mode 100644
index fead64e2c..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Finnish/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Finnish (Q1412) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q1412 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/French/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/French/adjectives/query_adjectives.sparql
deleted file mode 100644
index 5ce6eccff..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/French/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All French (Q150) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q150 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/French/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/French/adverbs/query_adverbs.sparql
deleted file mode 100644
index 7b1e714a5..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/French/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All French (Q150) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q150 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/French/nouns/format_nouns.py b/src/scribe_data/wikidata/language_data_extraction/French/nouns/format_nouns.py
deleted file mode 100644
index e5aa68c33..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/French/nouns/format_nouns.py
+++ /dev/null
@@ -1,111 +0,0 @@
-"""
-Formats the French nouns queried from Wikidata using query_nouns.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import (
-    export_formatted_data,
-    load_queried_data,
-    map_genders,
-    order_annotations,
-)
-
-LANGUAGE = "French"
-DATA_TYPE = "nouns"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-nouns_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-nouns_formatted = {}
-
-for noun_vals in nouns_list:
-    if "singular" in noun_vals.keys():
-        if noun_vals["singular"] not in nouns_formatted:
-            nouns_formatted[noun_vals["singular"]] = {"plural": "", "form": ""}
-
-            if "gender" in noun_vals.keys():
-                nouns_formatted[noun_vals["singular"]]["form"] = map_genders(
-                    noun_vals["gender"]
-                )
-
-            if "plural" in noun_vals.keys():
-                nouns_formatted[noun_vals["singular"]]["plural"] = noun_vals["plural"]
-
-                if noun_vals["plural"] not in nouns_formatted:
-                    nouns_formatted[noun_vals["plural"]] = {
-                        "plural": "isPlural",
-                        "form": "PL",
-                    }
-
-                # Plural is same as singular.
-                else:
-                    nouns_formatted[noun_vals["singular"]]["plural"] = noun_vals[
-                        "plural"
-                    ]
-                    nouns_formatted[noun_vals["singular"]]["form"] = (
-                        nouns_formatted[noun_vals["singular"]]["form"] + "/PL"
-                    )
-
-        else:
-            if "gender" in noun_vals.keys():
-                if (
-                    nouns_formatted[noun_vals["singular"]]["form"]
-                    != noun_vals["gender"]
-                ):
-                    nouns_formatted[noun_vals["singular"]]["form"] += "/" + map_genders(
-                        noun_vals["gender"]
-                    )
-
-                elif nouns_formatted[noun_vals["singular"]]["gender"] == "":
-                    nouns_formatted[noun_vals["singular"]]["gender"] = map_genders(
-                        noun_vals["gender"]
-                    )
-
-    # Plural only noun.
-    elif "plural" in noun_vals.keys():
-        if noun_vals["plural"] not in nouns_formatted:
-            nouns_formatted[noun_vals["plural"]] = {"plural": "isPlural", "form": "PL"}
-
-        # Plural is same as singular.
-        elif "singular" in noun_vals.keys():
-            nouns_formatted[noun_vals["singular"]]["plural"] = noun_vals["plural"]
-            nouns_formatted[noun_vals["singular"]]["form"] = (
-                nouns_formatted[noun_vals["singular"]]["form"] + "/PL"
-            )
-
-for k in nouns_formatted:
-    nouns_formatted[k]["form"] = order_annotations(nouns_formatted[k]["form"])
-
-nouns_formatted = collections.OrderedDict(sorted(nouns_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=nouns_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/French/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/French/nouns/query_nouns.sparql
deleted file mode 100644
index d26db76bd..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/French/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,34 +0,0 @@
-# tool: scribe-data
-# All French (Q150) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q150 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/French/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/French/prepositions/query_prepositions.sparql
deleted file mode 100644
index cdb6404d4..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/French/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All French (Q150) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q150 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/French/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/French/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 43681835b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/French/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,25 +0,0 @@
-# tool: scribe-data
-# All French (Q150) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q150 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/French/verbs/format_verbs.py b/src/scribe_data/wikidata/language_data_extraction/French/verbs/format_verbs.py
deleted file mode 100644
index f81d88af5..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/French/verbs/format_verbs.py
+++ /dev/null
@@ -1,90 +0,0 @@
-"""
-Formats the French verbs queried from Wikidata using query_verbs.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import export_formatted_data, load_queried_data
-
-LANGUAGE = "French"
-DATA_TYPE = "verbs"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-verbs_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-verbs_formatted = {}
-
-all_conjugations = [
-    "presFPS",
-    "presSPS",
-    "presTPS",
-    "presFPP",
-    "presSPP",
-    "presTPP",
-    "pretFPS",
-    "pretSPS",
-    "pretTPS",
-    "pretFPP",
-    "pretSPP",
-    "pretTPP",
-    "impFPS",
-    "impSPS",
-    "impTPS",
-    "impFPP",
-    "impSPP",
-    "impTPP",
-    "futFPS",
-    "futSPS",
-    "futTPS",
-    "futFPP",
-    "futSPP",
-    "futTPP",
-]
-
-for verb_vals in verbs_list:
-    if verb_vals["infinitive"] not in verbs_formatted:
-        verbs_formatted[verb_vals["infinitive"]] = {}
-
-        for conj in all_conjugations:
-            if conj in verb_vals.keys():
-                verbs_formatted[verb_vals["infinitive"]][conj] = verb_vals[conj]
-            else:
-                verbs_formatted[verb_vals["infinitive"]][conj] = ""
-
-    else:
-        for conj in all_conjugations:
-            if conj in verb_vals.keys():
-                verbs_formatted[verb_vals["infinitive"]][conj] = verb_vals[conj]
-
-verbs_formatted = collections.OrderedDict(sorted(verbs_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=verbs_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/French/verbs/query_verbs_1.sparql b/src/scribe_data/wikidata/language_data_extraction/French/verbs/query_verbs_1.sparql
deleted file mode 100644
index 0340e80a2..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/French/verbs/query_verbs_1.sparql
+++ /dev/null
@@ -1,106 +0,0 @@
-# tool: scribe-data
-# All French (Q150) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?indicativePresentFirstPersonSingular
-  ?indicativePresentSecondPersonSingular
-  ?indicativePresentThirdPersonSingular
-  ?indicativePresentFirstPersonPlural
-  ?indicativePresentSecondPersonPlural
-  ?indicativePresentThirdPersonPlural
-  ?indicativePreteriteFirstPersonSingular
-  ?indicativePreteriteSecondPersonSingular
-  ?indicativePreteriteThirdPersonSingular
-  ?indicativePreteriteFirstPersonPlural
-  ?indicativePreteriteSecondPersonPlural
-  ?indicativePreteriteThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q150 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Infinitive
-
-  ?lexeme ontolex:lexicalForm ?infinitiveForm .
-  ?infinitiveForm ontolex:representation ?infinitive ;
-    wikibase:grammaticalFeature wd:Q179230 ;
-
-  # MARK: Indicative Present
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentFirstPersonSingularForm .
-    ?indicativePresentFirstPersonSingularForm ontolex:representation ?indicativePresentFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentSecondPersonSingularForm .
-    ?indicativePresentSecondPersonSingularForm ontolex:representation ?indicativePresentSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentThirdPersonSingularForm .
-    ?indicativePresentThirdPersonSingularForm ontolex:representation ?indicativePresentThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentFirstPersonPluralForm .
-    ?indicativePresentFirstPersonPluralForm ontolex:representation ?indicativePresentFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentSecondPersonPluralForm .
-    ?indicativePresentSecondPersonPluralForm ontolex:representation ?indicativePresentSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentThirdPersonPluralForm .
-    ?indicativePresentThirdPersonPluralForm ontolex:representation ?indicativePresentThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  # MARK: Indicative Preterite
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePreteriteFirstPersonSingularForm .
-    ?indicativePreteriteFirstPersonSingularForm ontolex:representation ?indicativePreteriteFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q682111, wd:Q442485 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePreteriteSecondPersonSingularForm .
-    ?indicativePreteriteSecondPersonSingularForm ontolex:representation ?indicativePreteriteSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q682111, wd:Q442485 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePreteriteThirdPersonSingularForm .
-    ?indicativePreteriteThirdPersonSingularForm ontolex:representation ?indicativePreteriteThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q682111, wd:Q442485 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePreteriteFirstPersonPluralForm .
-    ?indicativePreteriteFirstPersonPluralForm ontolex:representation ?indicativePreteriteFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q682111, wd:Q442485 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePreteriteSecondPersonPluralForm .
-    ?indicativePreteriteSecondPersonPluralForm ontolex:representation ?indicativePreteriteSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q682111, wd:Q442485 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePreteriteThirdPersonPluralForm .
-    ?indicativePreteriteThirdPersonPluralForm ontolex:representation ?indicativePreteriteThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q682111, wd:Q442485 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/French/verbs/query_verbs_2.sparql b/src/scribe_data/wikidata/language_data_extraction/French/verbs/query_verbs_2.sparql
deleted file mode 100644
index b21114424..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/French/verbs/query_verbs_2.sparql
+++ /dev/null
@@ -1,106 +0,0 @@
-# tool: scribe-data
-# All French (Q150) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?indicativeImperfectFirstPersonSingular
-  ?indicativeImperfectSecondPersonSingular
-  ?indicativeImperfectThirdPersonSingular
-  ?indicativeImperfectFirstPersonPlural
-  ?indicativeImperfectSecondPersonPlural
-  ?indicativeImperfectThirdPersonPlural
-  ?indicativeSimpleFutureFirstPersonSingular
-  ?indicativeSimpleFutureSecondPersonSingular
-  ?indicativeSimpleFutureThirdPersonSingular
-  ?indicativeSimpleFutureFirstPersonPlural
-  ?indicativeSimpleFutureSecondPersonPlural
-  ?indicativeSimpleFutureThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q150 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Infinitive
-
-  ?lexeme ontolex:lexicalForm ?infinitiveForm .
-  ?infinitiveForm ontolex:representation ?infinitive ;
-    wikibase:grammaticalFeature wd:Q179230 ;
-
-  # MARK: Imperfect
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeImperfectFirstPersonSingularForm .
-    ?indicativeImperfectFirstPersonSingularForm ontolex:representation ?indicativeImperfectFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q682111, wd:Q108524486 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeImperfectSecondPersonSingularForm .
-    ?indicativeImperfectSecondPersonSingularForm ontolex:representation ?indicativeImperfectSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q682111, wd:Q108524486 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeImperfectThirdPersonSingularForm .
-    ?indicativeImperfectThirdPersonSingularForm ontolex:representation ?indicativeImperfectThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q682111, wd:Q108524486 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeImperfectFirstPersonPluralForm .
-    ?indicativeImperfectFirstPersonPluralForm ontolex:representation ?indicativeImperfectFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q682111, wd:Q108524486 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeImperfectSecondPersonPluralForm .
-    ?indicativeImperfectSecondPersonPluralForm ontolex:representation ?indicativeImperfectSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q682111, wd:Q108524486 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeImperfectThirdPersonPluralForm .
-    ?indicativeImperfectThirdPersonPluralForm ontolex:representation ?indicativeImperfectThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q682111, wd:Q108524486 .
-  }
-
-  # MARK: Future
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeSimpleFutureFirstPersonSingularForm .
-    ?indicativeSimpleFutureFirstPersonSingularForm ontolex:representation ?indicativeSimpleFutureFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q682111, wd:Q1475560 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeSimpleFutureSecondPersonSingularForm .
-    ?indicativeSimpleFutureSecondPersonSingularForm ontolex:representation ?indicativeSimpleFutureSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q682111, wd:Q1475560 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeSimpleFutureThirdPersonSingularForm .
-    ?indicativeSimpleFutureThirdPersonSingularForm ontolex:representation ?indicativeSimpleFutureThirdPersonSingular  ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q682111, wd:Q1475560 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeSimpleFutureFirstPersonPluralForm .
-    ?indicativeSimpleFutureFirstPersonPluralForm ontolex:representation ?indicativeSimpleFutureFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q682111, wd:Q1475560 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeSimpleFutureSecondPersonPluralForm .
-    ?indicativeSimpleFutureSecondPersonPluralForm ontolex:representation ?indicativeSimpleFutureSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q682111, wd:Q1475560 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeSimpleFutureThirdPersonPluralForm .
-    ?indicativeSimpleFutureThirdPersonPluralForm ontolex:representation ?indicativeSimpleFutureThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q682111, wd:Q1475560 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/German/adjectives/query_adjectives.sparql
deleted file mode 100644
index a2f68a7a8..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/German/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All German (Q188) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q188 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/German/adverbs/query_adverbs.sparql
deleted file mode 100644
index bc71ac6b8..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/German/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All German (Q188) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q188 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/nouns/format_nouns.py b/src/scribe_data/wikidata/language_data_extraction/German/nouns/format_nouns.py
deleted file mode 100644
index b7c7d2606..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/German/nouns/format_nouns.py
+++ /dev/null
@@ -1,173 +0,0 @@
-"""
-Formats the German nouns queried from Wikidata using query_nouns.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import (
-    export_formatted_data,
-    load_queried_data,
-    map_genders,
-    order_annotations,
-)
-
-LANGUAGE = "German"
-DATA_TYPE = "nouns"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-nouns_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-nouns_formatted = {}
-
-for noun_vals in nouns_list:
-    if "nomSingular" in noun_vals.keys():
-        if noun_vals["nomSingular"] not in nouns_formatted:
-            # Get plural and gender.
-            if "nomPlural" in noun_vals.keys() and "gender" in noun_vals.keys():
-                nouns_formatted[noun_vals["nomSingular"]] = {
-                    "plural": noun_vals["nomPlural"],
-                    "form": map_genders(noun_vals["gender"]),
-                }
-
-                # Assign plural as a new entry after checking if it's its own plural.
-                if noun_vals["nomPlural"] not in nouns_formatted:
-                    if noun_vals["nomSingular"] != noun_vals["nomPlural"]:
-                        nouns_formatted[noun_vals["nomPlural"]] = {
-                            "plural": "isPlural",
-                            "form": "PL",
-                        }
-
-                    else:
-                        nouns_formatted[noun_vals["nomPlural"]] = {
-                            "plural": noun_vals["nomPlural"],
-                            "form": "PL",
-                        }
-                else:
-                    # Mark plural as a possible form if it isn't already.
-                    if (
-                        "PL" not in nouns_formatted[noun_vals["nomPlural"]]["form"]
-                        and nouns_formatted[noun_vals["nomPlural"]]["form"] != ""
-                    ):
-                        nouns_formatted[noun_vals["nomPlural"]]["form"] = (
-                            nouns_formatted[noun_vals["nomPlural"]]["form"] + "/PL"
-                        )
-
-                    elif nouns_formatted[noun_vals["nomPlural"]]["form"] == "":
-                        nouns_formatted[noun_vals["nomPlural"]]["form"] = "PL"
-
-                    # Assign itself as a plural if possible (maybe wasn't for prior versions).
-                    if noun_vals["nomSingular"] == noun_vals["nomPlural"]:
-                        nouns_formatted[noun_vals["nomPlural"]]["plural"] = noun_vals[
-                            "nomPlural"
-                        ]
-
-            # Get plural and assign it as a noun.
-            elif "nomPlural" in noun_vals.keys() and "gender" not in noun_vals.keys():
-                nouns_formatted[noun_vals["nomSingular"]] = {
-                    "plural": noun_vals["nomPlural"],
-                    "form": "",
-                }
-
-                # Assign plural as a new entry after checking if it's its own plural.
-                if noun_vals["nomPlural"] not in nouns_formatted:
-                    if noun_vals["nomSingular"] != noun_vals["nomPlural"]:
-                        nouns_formatted[noun_vals["nomPlural"]] = {
-                            "plural": "isPlural",
-                            "form": "PL",
-                        }
-
-                    else:
-                        nouns_formatted[noun_vals["nomPlural"]] = {
-                            "plural": noun_vals["nomPlural"],
-                            "form": "PL",
-                        }
-                else:
-                    # Mark plural as a possible form if it isn't already.
-                    if (
-                        "PL" not in nouns_formatted[noun_vals["nomPlural"]]["form"]
-                        and nouns_formatted[noun_vals["nomPlural"]]["form"] != ""
-                    ):
-                        nouns_formatted[noun_vals["nomPlural"]]["form"] = (
-                            nouns_formatted[noun_vals["nomPlural"]]["form"] + "/PL"
-                        )
-
-                    elif nouns_formatted[noun_vals["nomPlural"]]["form"] == "":
-                        nouns_formatted[noun_vals["nomPlural"]]["form"] = "PL"
-
-                    # Assign itself as a plural if possible (maybe wasn't for prior versions).
-                    if noun_vals["nomSingular"] == noun_vals["nomPlural"]:
-                        nouns_formatted[noun_vals["nomPlural"]]["plural"] = noun_vals[
-                            "nomPlural"
-                        ]
-
-            elif "nomPlural" not in noun_vals.keys() and "gender" in noun_vals.keys():
-                nouns_formatted[noun_vals["nomSingular"]] = {
-                    "plural": "noPlural",
-                    "form": map_genders(noun_vals["gender"]),
-                }
-
-        # The nomSingular already exists - there might be another gender of it for a different meaning.
-        else:
-            if (
-                "gender" in noun_vals.keys()
-                and nouns_formatted[noun_vals["nomSingular"]]["form"]
-                != noun_vals["gender"]
-            ):
-                nouns_formatted[noun_vals["nomSingular"]]["form"] += "/" + map_genders(
-                    noun_vals["gender"]
-                )
-
-    elif "nomPlural" in noun_vals.keys():
-        if noun_vals["nomPlural"] not in nouns_formatted:
-            nouns_formatted[noun_vals["nomPlural"]] = {
-                "plural": "isPlural",
-                "form": "PL",
-            }
-        else:
-            # Mark nomPlural as a possible form if it isn't already.
-            if (
-                "PL" not in nouns_formatted[noun_vals["nomPlural"]]["form"]
-                and nouns_formatted[noun_vals["nomPlural"]]["form"] != ""
-            ):
-                nouns_formatted[noun_vals["nomPlural"]]["form"] = (
-                    nouns_formatted[noun_vals["nomPlural"]]["form"] + "/PL"
-                )
-
-            elif nouns_formatted[noun_vals["nomPlural"]]["form"] == "":
-                nouns_formatted[noun_vals["nomPlural"]]["form"] = "PL"
-
-for k in nouns_formatted:
-    nouns_formatted[k]["form"] = order_annotations(nouns_formatted[k]["form"])
-
-nouns_formatted = collections.OrderedDict(sorted(nouns_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=nouns_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/German/nouns/query_nouns.sparql
deleted file mode 100644
index 70ef2ac04..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/German/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,34 +0,0 @@
-# tool: scribe-data
-# All German (Q188) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?nominativePlural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q188 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?nominativeSingular .
-
-  # MARK: Nominative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q146786, wd:Q131105 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/prepositions/format_prepositions.py b/src/scribe_data/wikidata/language_data_extraction/German/prepositions/format_prepositions.py
deleted file mode 100644
index 713db6a2a..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/German/prepositions/format_prepositions.py
+++ /dev/null
@@ -1,103 +0,0 @@
-"""
-Formats the German prepositions queried from Wikidata using query_prepositions.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import (
-    export_formatted_data,
-    load_queried_data,
-    map_cases,
-    order_annotations,
-)
-
-LANGUAGE = "German"
-DATA_TYPE = "prepositions"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-prepositions_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-
-prepositions_formatted = {}
-
-for prep_vals in prepositions_list:
-    if "preposition" in prep_vals.keys():
-        if "case" in prep_vals.keys():
-            if prep_vals["preposition"] not in prepositions_formatted:
-                prepositions_formatted[prep_vals["preposition"]] = map_cases(
-                    prep_vals["case"]
-                )
-
-            else:
-                prepositions_formatted[prep_vals["preposition"]] += "/" + map_cases(
-                    prep_vals["case"]
-                )
-
-        elif (
-            "case" not in prep_vals.keys() and prep_vals["preposition"] != "a"
-        ):  # à is the correct preposition
-            prepositions_formatted[prep_vals["preposition"]] = ""
-
-for k in prepositions_formatted:
-    prepositions_formatted[k] = order_annotations(prepositions_formatted[k])
-
-    # Contracted versions of German prepositions (ex: an + dem = am).
-contractedGermanPrepositions = {
-    "am": "Acc/Dat",
-    "ans": "Acc/Dat",
-    "aufs": "Acc/Dat",
-    "beim": "Dat",
-    "durchs": "Acc",
-    "fürs": "Acc",
-    "hinters": "Acc/Dat",
-    "hinterm": "Acc/Dat",
-    "ins": "Acc/Dat",
-    "im": "Acc/Dat",
-    "übers": "Acc/Dat",
-    "überm": "Acc/Dat",
-    "ums": "Acc",
-    "unters": "Acc/Dat",
-    "unterm": "Acc/Dat",
-    "vom": "Dat",
-    "vors": "Acc/Dat",
-    "vorm": "Acc/Dat",
-    "zum": "Dat",
-    "zur": "Dat",
-}
-
-for p in contractedGermanPrepositions:
-    if p not in prepositions_formatted:
-        prepositions_formatted[p] = contractedGermanPrepositions[p]
-
-prepositions_formatted = collections.OrderedDict(sorted(prepositions_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=prepositions_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/German/prepositions/query_prepositions.sparql
deleted file mode 100644
index 0f8d52a5b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/German/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,26 +0,0 @@
-# tool: scribe-data
-# All German (Q188) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-  ?case
-
-WHERE {
-  ?lexeme dct:language wd:Q188 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?lemma .
-
-  # MARK: Corresponding Case
-
-  OPTIONAL {
-    ?lexeme wdt:P5713 ?caseForm .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?lemma rdfs:label ?preposition .
-    ?caseForm rdfs:label ?case .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/German/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index fef840fba..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/German/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,25 +0,0 @@
-# tool: scribe-data
-# All German (Q188) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q188 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?nominativeSingular .
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/verbs/format_verbs.py b/src/scribe_data/wikidata/language_data_extraction/German/verbs/format_verbs.py
deleted file mode 100644
index b892dcccb..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/German/verbs/format_verbs.py
+++ /dev/null
@@ -1,169 +0,0 @@
-"""
-Formats the German verbs queried from Wikidata using query_verbs.sparql.
-
-Attn: The formatting in the file is significantly more complex than for other verbs.
-    - We have two queries: query_verbs_1 and query_verbs_2.
-    - For the second query we could get two different auxiliary verbs (could be sein and haben).
-    - We thus need to get the results for the first and then check if we need to combine the second.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import export_formatted_data, load_queried_data
-
-LANGUAGE = "German"
-DATA_TYPE = "verbs"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-verbs_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-verbs_formatted = {}
-
-# Note: The following are combined later: perfFPS, perfSPS, perfTPS, perfFPP, perfSPP, perfTPP
-all_query_1_conjugations = [
-    "presFPS",
-    "presSPS",
-    "presTPS",
-    "presFPP",
-    "presSPP",
-    "presTPP",
-]
-
-all_query_2_conjugations = [
-    "pastParticiple",
-    "auxiliaryVerb",
-    "pretFPS",
-    "pretSPS",
-    "pretTPS",
-    "pretFPP",
-    "pretSPP",
-    "pretTPP",
-]
-
-
-def assign_past_participle(verb, tense):
-    """
-    Assigns the past participle after the auxiliary verb or by itself.
-    """
-    if verbs_formatted[verb][tense] == "":
-        verbs_formatted[verb][tense] = verbs_formatted[verb]["pastParticiple"]
-    else:
-        verbs_formatted[verb][tense] += f" {verbs_formatted[verb]['pastParticiple']}"
-
-
-for verb_vals in verbs_list:
-    if verb_vals["infinitive"] not in verbs_formatted.keys():
-        verbs_formatted[verb_vals["infinitive"]] = {}
-
-    # Note: query_verbs_1 result - we want all values.
-    if "auxiliaryVerb" not in verb_vals.keys():
-        for k in all_query_1_conjugations:
-            if k in verb_vals.keys():
-                verbs_formatted[verb_vals["infinitive"]][k] = verb_vals[k]
-            else:
-                verbs_formatted[verb_vals["infinitive"]][k] = ""
-
-    # Note: query_verbs_2 first time seeing verb - we want all values.
-    elif (
-        "auxiliaryVerb" in verb_vals.keys()
-        and "auxiliaryVerb" not in verbs_formatted[verb_vals["infinitive"]].keys()
-    ):
-        for k in all_query_2_conjugations:
-            if k in verb_vals.keys():
-                verbs_formatted[verb_vals["infinitive"]][k] = verb_vals[k]
-            else:
-                verbs_formatted[verb_vals["infinitive"]][k] = ""
-
-        # Note: Sein
-        if verb_vals["auxiliaryVerb"] == "L1761":
-            verbs_formatted[verb_vals["infinitive"]]["auxiliaryVerb"] = "sein"
-
-            verbs_formatted[verb_vals["infinitive"]]["perfFPS"] = "bin"
-            verbs_formatted[verb_vals["infinitive"]]["perfSPS"] = "bist"
-            verbs_formatted[verb_vals["infinitive"]]["perfTPS"] = "ist"
-            verbs_formatted[verb_vals["infinitive"]]["perfFPP"] = "sind"
-            verbs_formatted[verb_vals["infinitive"]]["perfSPP"] = "seid"
-            verbs_formatted[verb_vals["infinitive"]]["perfTPP"] = "sind"
-
-        # Note: Haben
-        elif verb_vals["auxiliaryVerb"] == "L4179":
-            verbs_formatted[verb_vals["infinitive"]]["auxiliaryVerb"] = "haben"
-
-            verbs_formatted[verb_vals["infinitive"]]["perfFPS"] = "habe"
-            verbs_formatted[verb_vals["infinitive"]]["perfSPS"] = "hast"
-            verbs_formatted[verb_vals["infinitive"]]["perfTPS"] = "hat"
-            verbs_formatted[verb_vals["infinitive"]]["perfFPP"] = "haben"
-            verbs_formatted[verb_vals["infinitive"]]["perfSPP"] = "habt"
-            verbs_formatted[verb_vals["infinitive"]]["perfTPP"] = "haben"
-
-        # Note: No auxiliaryVerb for this verb.
-        elif verb_vals["auxiliaryVerb"] == "":
-            verbs_formatted[verb_vals["infinitive"]]["perfFPS"] = ""
-            verbs_formatted[verb_vals["infinitive"]]["perfSPS"] = ""
-            verbs_formatted[verb_vals["infinitive"]]["perfTPS"] = ""
-            verbs_formatted[verb_vals["infinitive"]]["perfFPP"] = ""
-            verbs_formatted[verb_vals["infinitive"]]["perfSPP"] = ""
-            verbs_formatted[verb_vals["infinitive"]]["perfTPP"] = ""
-
-    # Note: query_verbs_2 second time seeing verb.
-    elif (
-        "auxiliaryVerb" in verb_vals.keys()
-        and "auxiliaryVerb" in verbs_formatted[verb_vals["infinitive"]].keys()
-    ):
-        # Note: Neither is "" and they're not the same, so we have the same verb with two different auxiliaries.
-        if (
-            verbs_formatted[verb_vals["infinitive"]]["auxiliaryVerb"] != ""
-            and verb_vals["auxiliaryVerb"] != ""
-        ) and (
-            verbs_formatted[verb_vals["infinitive"]]["auxiliaryVerb"]
-            != verb_vals["auxiliaryVerb"]
-        ):
-            verbs_formatted[verb_vals["infinitive"]]["auxiliaryVerb"] = "sein/haben"
-
-            verbs_formatted[verb_vals["infinitive"]]["perfFPS"] = "bin/habe"
-            verbs_formatted[verb_vals["infinitive"]]["perfSPS"] = "bist/hast"
-            verbs_formatted[verb_vals["infinitive"]]["perfTPS"] = "ist/hat"
-            verbs_formatted[verb_vals["infinitive"]]["perfFPP"] = "sind/haben"
-            verbs_formatted[verb_vals["infinitive"]]["perfSPP"] = "seid/habt"
-            verbs_formatted[verb_vals["infinitive"]]["perfTPP"] = "sind/haben"
-
-for k in verbs_formatted.keys():
-    assign_past_participle(verb=k, tense="perfFPS")
-    assign_past_participle(verb=k, tense="perfSPS")
-    assign_past_participle(verb=k, tense="perfTPS")
-    assign_past_participle(verb=k, tense="perfFPP")
-    assign_past_participle(verb=k, tense="perfSPP")
-    assign_past_participle(verb=k, tense="perfTPP")
-
-verbs_formatted = collections.OrderedDict(sorted(verbs_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=verbs_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/verbs/query_verbs_1.sparql b/src/scribe_data/wikidata/language_data_extraction/German/verbs/query_verbs_1.sparql
deleted file mode 100644
index 22a4a08c9..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/German/verbs/query_verbs_1.sparql
+++ /dev/null
@@ -1,63 +0,0 @@
-# tool: scribe-data
-# All German (Q188) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Not SELECT as we want to get verbs with both sein and haben as auxiliaries
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?indicativePresentFirstPersonSingular
-  ?indicativePresentSecondPersonSingular
-  ?indicativePresentThirdPersonSingular
-  ?indicativePresentFirstPersonPlural
-  ?indicativePresentSecondPersonPlural
-  ?indicativePresentThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q188 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Infinitive
-
-  ?lexeme ontolex:lexicalForm ?infinitiveForm .
-  ?infinitiveForm ontolex:representation ?infinitive ;
-    wikibase:grammaticalFeature wd:Q179230 .
-
-  # MARK: Indicative Present
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentFirstPersonSingularForm .
-    ?indicativePresentFirstPersonSingularForm ontolex:representation ?indicativePresentFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentSecondPersonSingularForm .
-    ?indicativePresentSecondPersonSingularForm ontolex:representation ?indicativePresentSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentThirdPersonSingularForm .
-    ?indicativePresentThirdPersonSingularForm ontolex:representation ?indicativePresentThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentFirstPersonPluralForm .
-    ?indicativePresentFirstPersonPluralForm ontolex:representation ?indicativePresentFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentSecondPersonPluralForm .
-    ?indicativePresentSecondPersonPluralForm ontolex:representation ?indicativePresentSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentThirdPersonPluralForm .
-    ?indicativePresentThirdPersonPluralForm ontolex:representation ?indicativePresentThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?auxiliaryVerbFrom rdfs:label ?auxiliaryVerb .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/verbs/query_verbs_2.sparql b/src/scribe_data/wikidata/language_data_extraction/German/verbs/query_verbs_2.sparql
deleted file mode 100644
index 92a60b863..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/German/verbs/query_verbs_2.sparql
+++ /dev/null
@@ -1,79 +0,0 @@
-# tool: scribe-data
-# All German (Q188) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Not SELECT as we want to get verbs with both sein and haben as auxiliaries
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?pastParticiple
-  ?auxiliaryVerb
-  ?indicativePreteriteFirstPersonSingular
-  ?indicativePreteriteSecondPersonSingular
-  ?indicativePreteriteThirdPersonSingular
-  ?indicativePreteriteFirstPersonPlural
-  ?indicativePreteriteSecondPersonPlural
-  ?indicativePreteriteThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q188 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Infinitive
-
-  ?lexeme ontolex:lexicalForm ?infinitiveForm .
-  ?infinitiveForm ontolex:representation ?infinitive ;
-    wikibase:grammaticalFeature wd:Q179230 .
-
-  # MARK: Past Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastParticipleForm .
-    ?pastParticipleForm ontolex:representation ?pastParticiple ;
-      wikibase:grammaticalFeature wd:Q12717679 .
-  }
-
-  # MARK: Auxiliary Verb(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5401 ?auxiliaryVerbFrom .
-  }
-
-  # MARK: Indicative Preterite
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePreteriteFirstPersonSingularForm .
-    ?indicativePreteriteFirstPersonSingularForm ontolex:representation ?indicativePreteriteFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q682111, wd:Q442485 .
-  }
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePreteriteSecondPersonSingularForm .
-    ?indicativePreteriteSecondPersonSingularForm ontolex:representation ?indicativePreteriteSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q682111, wd:Q442485 .
-  }
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePreteriteThirdPersonSingularForm .
-    ?indicativePreteriteThirdPersonSingularForm ontolex:representation ?indicativePreteriteThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q682111, wd:Q442485 .
-  }
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePreteriteFirstPersonPluralForm .
-    ?indicativePreteriteFirstPersonPluralForm ontolex:representation ?indicativePreteriteFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q682111, wd:Q442485 .
-  }
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePreteriteSecondPersonPluralForm .
-    ?indicativePreteriteSecondPersonPluralForm ontolex:representation ?indicativePreteriteSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q682111, wd:Q442485 .
-  }
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePreteriteThirdPersonPluralForm .
-    ?indicativePreteriteThirdPersonPluralForm ontolex:representation ?indicativePreteriteThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q682111, wd:Q442485 .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?auxiliaryVerbFrom rdfs:label ?auxiliaryVerb .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Greek/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Greek/adjectives/query_adjectives.sparql
deleted file mode 100644
index 5fa97c3e6..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Greek/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Greek (Q36510) adjectives and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q36510 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Greek/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Greek/adverbs/query_adverbs.sparql
deleted file mode 100644
index fc5905da5..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Greek/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Greek (Q36510) adverbs and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q36510 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Greek/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Greek/nouns/query_nouns.sparql
deleted file mode 100644
index 02e509e8e..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Greek/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,37 +0,0 @@
-# tool: scribe-data
-# All Greek (Q36510) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?nominativePlural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q36510;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-    FILTER NOT EXISTS {
-      ?lexeme wdt:P31 wd:Q202444 .
-    }
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Greek/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Greek/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 0c33b4c2b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Greek/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,28 +0,0 @@
-# tool: scribe-data
-# All Greek (Q36510) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q36510;
-    wikibase:lexicalCategory wd:Q147276;
-    wikibase:lemma ?singular .
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-    FILTER NOT EXISTS {
-      ?lexeme wdt:P31 wd:Q202444
-    }
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Greek/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Greek/verbs/query_verbs.sparql
deleted file mode 100644
index 4012aabbb..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Greek/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,62 +0,0 @@
-# tool: scribe-data
-# All Greek (Q36510) verb (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?presentFirstPersonSingular
-  ?presentSecondPersonSingular
-  ?presentThirdPersonSingular
-  ?presentFirstPersonPlural
-  ?presentSecondPersonPlural
-  ?presentThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q36510 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Infinitive
-
-  ?lexeme ontolex:lexicalForm ?infinitiveForm .
-  ?infinitiveForm ontolex:representation ?infinitive ;
-    wikibase:grammaticalFeature wd:Q179230 ;
-
-  # MARK: Present
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentFirstPersonSingularForm .
-    ?presentFirstPersonSingularForm ontolex:representation ?presentFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentSecondPersonSingularForm .
-    ?presentSecondPersonSingularForm ontolex:representation ?presentSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentThirdPersonSingularForm .
-    ?presentThirdPersonSingularForm ontolex:representation ?presentThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentFirstPersonPluralForm .
-    ?presentFirstPersonPluralForm ontolex:representation ?presentFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentSecondPersonPluralForm .
-    ?presentSecondPersonPluralForm ontolex:representation ?presentSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentThirdPersonPluralForm .
-    ?presentThirdPersonPluralForm ontolex:representation ?presentThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q192613 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hausa/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Hausa/nouns/query_nouns.sparql
deleted file mode 100644
index aab808508..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hausa/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,38 +0,0 @@
-# tool: scribe-data
-# All Hausa (Q56475) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q56475 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?singular .
-    FILTER(lang(?singular) = "ha")
-    # FILTER(lang(?singular) = "ha-arabic")
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-      FILTER(lang(?plural) = "ha")
-      # FILTER(lang(?plural) = "ha-arabic")
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hausa/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Hausa/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 47eee9390..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hausa/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,27 +0,0 @@
-# tool: scribe-data
-# All Hausa (Q56475) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q56475 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?singular .
-    FILTER(lang(?singular) = "ha")
-    # FILTER(lang(?singular) = "ha-arabic")
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hausa/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Hausa/verbs/query_verbs.sparql
deleted file mode 100644
index ed84e2dd4..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hausa/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,15 +0,0 @@
-# tool: scribe-data
-# All Hausa (Q56475) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q56475 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-    FILTER(lang(?verb) = "ha")
-    # FILTER(lang(?verb) = "ha-arabic")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hebrew/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Hebrew/adjectives/query_adjectives.sparql
deleted file mode 100644
index 317eb4827..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hebrew/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,94 +0,0 @@
-# tool: scribe-data
-# All Hebrew (Q9288) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?feminineSingular
-  ?feminineSingularConstruct
-  ?femininePlural
-  ?femininePluralConstruct
-  ?masculineSingular
-  ?masculineSingularConstruct
-  ?masculinePlural
-  ?masculinePluralConstruct
-
-WHERE {
-  ?lexeme dct:language wd:Q9288 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-    FILTER(lang(?adjective) = "he")
-
-  # MARK: Feminine
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineSingularForm .
-    ?feminineSingularForm ontolex:representation ?feminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786 .
-    FILTER NOT EXISTS {
-      ?feminineSingularForm wikibase:grammaticalFeature wd:Q1641446 .
-    }
-    FILTER(lang(?feminineSingular) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineSingularConstructForm .
-    ?feminineSingularConstructForm ontolex:representation ?feminineSingularConstruct ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q1641446 .
-      FILTER(lang(?feminineSingularConstruct) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePluralForm .
-    ?femininePluralForm ontolex:representation ?femininePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786 .
-    FILTER NOT EXISTS {
-      ?femininePluralForm wikibase:grammaticalFeature wd:Q1641446 .
-    }
-    FILTER(lang(?femininePlural) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePluralConstructForm .
-    ?femininePluralConstructForm ontolex:representation ?femininePluralConstruct ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q1641446 .
-    FILTER(lang(?femininePluralConstruct) = "he")
-  }
-
-  # MARK: Masculine
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineSingularForm .
-    ?masculineSingularForm ontolex:representation ?masculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786 .
-    FILTER NOT EXISTS {
-      ?masculineSingularForm wikibase:grammaticalFeature wd:Q1641446 .
-    }
-    FILTER(lang(?masculineSingular) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineSingularConstructForm .
-    ?masculineSingularConstructForm ontolex:representation ?masculineSingularConstruct ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q1641446 .
-    FILTER(lang(?masculineSingularConstruct) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculinePluralForm .
-    ?masculinePluralForm ontolex:representation ?masculinePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786 .
-    FILTER NOT EXISTS {
-      ?masculinePluralForm wikibase:grammaticalFeature wd:Q1641446 .
-    }
-    FILTER(lang(?masculinePlural) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculinePluralConstructForm .
-    ?masculinePluralConstructForm ontolex:representation ?masculinePluralConstruct ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q1641446 .
-      FILTER(lang(?masculinePluralConstruct) = "he")
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hebrew/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Hebrew/adverbs/query_adverbs.sparql
deleted file mode 100644
index 866d37a4d..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hebrew/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Hebrew (Q9288) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q9288 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-    FILTER(lang(?adverb) = "he")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hebrew/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Hebrew/nouns/query_nouns.sparql
deleted file mode 100644
index 6578ec433..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hebrew/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,36 +0,0 @@
-# tool: scribe-data
-# All Hebrew (Q9288) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q9288 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?noun .
-    FILTER(lang(?noun) = "he")
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-      FILTER(lang(?plural) = "he")
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hebrew/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Hebrew/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index c252b0b60..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hebrew/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,26 +0,0 @@
-# tool: scribe-data
-# All Hebrew (Q9288) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q9288 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?noun .
-    FILTER(lang(?noun) = "he")
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hebrew/verbs/query_verbs_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Hebrew/verbs/query_verbs_1.sparql
deleted file mode 100644
index 73b62a2b6..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hebrew/verbs/query_verbs_1.sparql
+++ /dev/null
@@ -1,48 +0,0 @@
-# tool: scribe-data
-# All Hebrew (Q9288) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?femininePresentSingular
-  ?masculinePresentSingular
-  ?femininePresentPlural
-  ?masculinePresentPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9288 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?infinitive .
-    FILTER(lang(?infinitive) = "he")
-
-  # MARK: Present
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePresentSingularForm .
-    ?femininePresentSingularForm ontolex:representation ?femininePresentSingular ;
-      wikibase:grammaticalFeature wd:Q110786, wd:Q192613, wd:Q1775415 .
-      FILTER(lang(?femininePresentSingular) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculinePresentSingularForm .
-    ?masculinePresentSingularForm ontolex:representation ?masculinePresentSingular ;
-      wikibase:grammaticalFeature wd:Q110786, wd:Q192613, wd:Q499327 .
-      FILTER(lang(?masculinePresentSingular) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePresentPluralForm .
-    ?femininePresentPluralForm ontolex:representation ?femininePresentPlural ;
-      wikibase:grammaticalFeature wd:Q146786, wd:Q192613, wd:Q1775415 .
-      FILTER(lang(?femininePresentPlural) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculinePresentPluralForm .
-    ?masculinePresentPluralForm ontolex:representation ?masculinePresentPlural ;
-      wikibase:grammaticalFeature wd:Q146786, wd:Q192613, wd:Q499327 .
-      FILTER(lang(?masculinePresentPlural) = "he")
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hebrew/verbs/query_verbs_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Hebrew/verbs/query_verbs_2.sparql
deleted file mode 100644
index 6a30175f1..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hebrew/verbs/query_verbs_2.sparql
+++ /dev/null
@@ -1,46 +0,0 @@
-# tool: scribe-data
-# All Hebrew (Q9288) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?feminineImperativeSecondPersonSingular
-  ?masculineImperativeSecondPersonSingular
-  ?feminineImperativeSecondPersonPlural
-  ?masculineImperativeSecondPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9288 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Imerpative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineImperativeSecondPersonSingularForm .
-    ?feminineImperativeSecondPersonSingularForm ontolex:representation ?feminineImperativeSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q22716, wd:Q1775415 .
-      FILTER(lang(?feminineImperativeSecondPersonSingular) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineImperativeSecondPersonSingularForm .
-    ?masculineImperativeSecondPersonSingularForm ontolex:representation ?masculineImperativeSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q22716, wd:Q499327 .
-      FILTER(lang(?masculineImperativeSecondPersonSingular) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineImperativeSecondPersonPluralForm .
-    ?feminineImperativeSecondPersonPluralForm ontolex:representation ?feminineImperativeSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q22716, wd:Q1775415 .
-      FILTER(lang(?feminineImperativeSecondPersonPlural) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineImperativeSecondPersonPluralForm .
-    ?masculineImperativeSecondPersonPluralForm ontolex:representation ?masculineImperativeSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q22716, wd:Q499327 .
-      FILTER(lang(?masculineImperativeSecondPersonPlural) = "he")
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hebrew/verbs/query_verbs_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Hebrew/verbs/query_verbs_3.sparql
deleted file mode 100644
index 7cc0b0421..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hebrew/verbs/query_verbs_3.sparql
+++ /dev/null
@@ -1,93 +0,0 @@
-# tool: scribe-data
-# All Hebrew (Q9288) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?pastFirstPersonSingular
-  ?femininePastSecondPersonSingular
-  ?masculinePastSecondPersonSingular
-  ?femininePastThirdPersonSingular
-  ?masculinePastThirdPersonSingular
-  ?pastFirstPersonPlural
-  ?femininePastSecondPersonPlural
-  ?masculinePastSecondPersonPlural
-  ?femininePastThirdPersonPlural
-  ?masculinePastThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9288 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Past
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastFirstPersonSingular .
-    ?pastFirstPersonSingular ontolex:representation ?pastFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q1994301 .
-      FILTER(lang(?pastTPP) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePastSecondPersonSingularForm .
-    ?femininePastSecondPersonSingularForm ontolex:representation ?femininePastSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q1994301, wd:Q1775415 .
-      FILTER(lang(?femininePastSecondPersonSingular) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculinePastSecondPersonSingularForm .
-    ?masculinePastSecondPersonSingularForm ontolex:representation ?masculinePastSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q1994301, wd:Q499327 .
-      FILTER(lang(?masculinePastSecondPersonSingular) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePastThirdPersonSingularForm .
-    ?femininePastThirdPersonSingularForm ontolex:representation ?femininePastThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q1994301, wd:Q1775415 .
-      FILTER(lang(?femininePastThirdPersonSingular) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculinePastThirdPersonSingularForm .
-    ?masculinePastThirdPersonSingularForm ontolex:representation ?masculinePastThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q1994301, wd:Q499327 .
-      FILTER(lang(?masculinePastThirdPersonSingular) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastFirstPersonPluralForm .
-    ?pastFirstPersonPluralForm ontolex:representation ?pastFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q1994301 .
-      FILTER(lang(?pastFirstPersonPlural) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePastSecondPersonPluralForm .
-    ?femininePastSecondPersonPluralForm ontolex:representation ?femininePastSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q1994301, wd:Q1775415 .
-      FILTER(lang(?femininePastSecondPersonPlural) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculinePastSecondPersonPluralForm .
-    ?masculinePastSecondPersonPluralForm ontolex:representation ?masculinePastSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q1994301, wd:Q499327 .
-      FILTER(lang(?masculinePastSecondPersonPlural) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePastThirdPersonPluralForm .
-    ?femininePastThirdPersonPluralForm ontolex:representation ?femininePastThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q1994301, wd:Q1775415 .
-      FILTER(lang(?femininePastThirdPersonPlural) = "he")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculinePastThirdPersonPluralForm .
-    ?masculinePastThirdPersonPluralForm ontolex:representation ?masculinePastThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q1994301, wd:Q499327 .
-      FILTER(lang(?masculinePastThirdPersonPlural) = "he")
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hebrew/verbs/query_verbs_4.sparql b/src/scribe_data/wikidata/language_data_extraction/Hebrew/verbs/query_verbs_4.sparql
deleted file mode 100644
index d16276b1b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hebrew/verbs/query_verbs_4.sparql
+++ /dev/null
@@ -1,93 +0,0 @@
-# tool: scribe-data
-# All Hebrew (Q9288) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?futureFirstPersonSingular
-  ?feminineFutureSecondPersonSingular
-  ?masculineFutureSecondPersonSingular
-  ?feminineFutureThirdPersonSingular
-  ?masculineFutureThirdPersonSingular
-  ?futureFirstPersonPlural
-  ?feminineFutureSecondPersonPlural
-  ?masculineFutureSecondPersonPlural
-  ?feminineFutureThirdPersonPlural
-  ?masculineFutureThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9288 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Future
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?futureFirstPersonSingularForm .
-    ?futureFirstPersonSingularForm ontolex:representation ?futureFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q501405 .
-      FILTER(lang(?futureFirstPersonSingular) = "he") .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineFutureSecondPersonSingularForm .
-    ?feminineFutureSecondPersonSingularForm ontolex:representation ?feminineFutureSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q501405, wd:Q1775415 .
-      FILTER(lang(?feminineFutureSecondPersonSingular) = "he") .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineFutureSecondPersonSingularForm .
-    ?masculineFutureSecondPersonSingularForm ontolex:representation ?masculineFutureSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q501405, wd:Q499327 .
-      FILTER(lang(?masculineFutureSecondPersonSingular) = "he") .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineFutureThirdPersonSingularForm .
-    ?feminineFutureThirdPersonSingularForm ontolex:representation ?feminineFutureThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q501405, wd:Q1775415 .
-      FILTER(lang(?feminineFutureThirdPersonSingular) = "he") .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineFutureThirdPersonSingularForm .
-    ?masculineFutureThirdPersonSingularForm ontolex:representation ?masculineFutureThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q501405, wd:Q499327 .
-      FILTER(lang(?masculineFutureThirdPersonSingular) = "he") .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?futureFirstPersonPluralForm .
-    ?futureFirstPersonPluralForm ontolex:representation ?futureFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q501405 .
-      FILTER(lang(?futureFirstPersonPlural) = "he") .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineFutureSecondPersonPluralForm .
-    ?feminineFutureSecondPersonPluralForm ontolex:representation ?feminineFutureSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q501405, wd:Q1775415 .
-      FILTER(lang(?feminineFutureSecondPersonPlural) = "he") .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineFutureSecondPersonPluralForm .
-    ?masculineFutureSecondPersonPluralForm ontolex:representation ?masculineFutureSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q501405, wd:Q499327 .
-      FILTER(lang(?masculineFutureSecondPersonPlural) = "he") .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineFutureThirdPersonPluralForm .
-    ?feminineFutureThirdPersonPluralForm ontolex:representation ?feminineFutureThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q501405, wd:Q1775415 .
-      FILTER(lang(?feminineFutureThirdPersonPlural) = "he") .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineFutureThirdPersonPluralForm .
-    ?masculineFutureThirdPersonPluralForm ontolex:representation ?masculineFutureThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q501405, wd:Q499327 .
-      FILTER(lang(?masculineFutureThirdPersonPlural) = "he") .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/adjectives/query_adjectives.sparql
deleted file mode 100644
index 1c83b4d13..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,138 +0,0 @@
-# tool: scribe-data
-# All Hindi (from Hindustani Q11051) adjectives (Q34698) and the given forms..
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "hi" to remove Urdu (ur) words.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?singular
-  ?plural
-  ?directFeminineSingular
-  ?directMasculineSingular
-  ?directFemininePlural
-  ?directMasculinePlural
-  ?obliqueFeminineSingular
-  ?obliqueMasculineSingular
-  ?obliqueFemininePlural
-  ?obliqueMasculinePlural
-  ?vocativeFeminineSingular
-  ?vocativeMasculineSingular
-  ?vocativeFemininePlural
-  ?vocativeMasculinePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q11051 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-    FILTER(lang(?adjective) = "hi")
-
-  # MARK: Singulative Numeral
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?singularForm .
-    ?singularForm ontolex:representation ?singular ;
-      wikibase:grammaticalFeature wd:Q110786 .
-      FILTER(LANG(?singular) = "hi")
-  }
-
-  # MARK: Collective Numeral
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-      FILTER(LANG(?plural) = "hi")
-  }
-
-  # MARK: Direct
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?directFeminineSingularForm .
-    ?directFeminineSingularForm ontolex:representation ?directFeminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q1751855 .
-      FILTER(LANG(?directFeminineSingular) = "hi")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?directMasculineSingularForm .
-    ?directMasculineSingularForm ontolex:representation ?directMasculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q1751855 .
-      FILTER(LANG(?directMasculineSingular) = "hi")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?directFemininePluralForm .
-    ?directFemininePluralForm ontolex:representation ?directFemininePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q1751855 .
-      FILTER(LANG(?directFemininePlural) = "hi")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?directMasculinePluralForm .
-    ?directMasculinePluralForm ontolex:representation ?directMasculinePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q1751855 .
-      FILTER(LANG(?directMasculinePlural) = "hi")
-  }
-
-  # MARK: Oblique
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?obliqueFeminineSingularForm .
-    ?obliqueFeminineSingularForm ontolex:representation ?obliqueFeminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q1233197 .
-      FILTER(LANG(?obliqueFeminineSingular) = "hi")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?obliqueMasculineSingularForm .
-    ?obliqueMasculineSingularForm ontolex:representation ?obliqueMasculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q1233197 .
-      FILTER(LANG(?obliqueMasculineSingular) = "hi")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?obliqueFemininePluralForm .
-    ?obliqueFemininePluralForm ontolex:representation ?obliqueFemininePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q1233197 .
-      FILTER(LANG(?obliqueFemininePlural) = "hi")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?obliqueMasculinePluralForm .
-    ?obliqueMasculinePluralForm ontolex:representation ?obliqueMasculinePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q1233197 .
-      FILTER(LANG(?obliqueMasculinePlural) = "hi")
-  }
-
-  # MARK: Vocative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?vocativeFeminineSingularForm .
-    ?vocativeFeminineSingularForm ontolex:representation ?vocativeFeminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q185077 .
-      FILTER(LANG(?vocativeFeminineSingular) = "hi")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?vocativeMasculineSingularForm .
-    ?vocativeMasculineSingularForm ontolex:representation ?vocativeMasculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q185077 .
-      FILTER(LANG(?vocativeMasculineSingular) = "hi")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?vocativeFemininePluralForm .
-    ?vocativeFemininePluralForm ontolex:representation ?vocativeFemininePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q185077 .
-      FILTER(LANG(?vocativeFemininePlural) = "hi")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?vocativeMasculinePluralForm .
-    ?vocativeMasculinePluralForm ontolex:representation ?vocativeMasculinePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q185077 .
-      FILTER(LANG(?vocativeMasculinePlural) = "hi")
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/adverbs/query_adverbs.sparql
deleted file mode 100644
index ab45b01cc..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,16 +0,0 @@
-# tool: scribe-data
-# All Hindi (from Hindustani Q11051) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "hi" to remove Urdu (ur) words.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q11051 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-    FILTER(lang(?adverb) = "hi")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/nouns/query_nouns.sparql
deleted file mode 100644
index 9b1d37a97..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,38 +0,0 @@
-# tool: scribe-data
-# All Hindi (from Hindustani Q11051) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "hi" to remove Urdu (ur) words.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q11051 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?singular .
-    FILTER(lang(?singular) = "hi")
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-      FILTER(lang(?plural) = "hi")
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/postpositions/query_postpositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/postpositions/query_postpositions.sparql
deleted file mode 100644
index 9416e0e9c..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/postpositions/query_postpositions.sparql
+++ /dev/null
@@ -1,17 +0,0 @@
-# tool: scribe-data
-# All Hindi (from Hindustani Q11051) postpositions (Q161873) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "hi" to remove Urdu (ur) words.
-
-SELECT
-  ?lexeme
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?postposition
-
-WHERE {
-  ?lexeme dct:language wd:Q11051 ;
-    wikibase:lexicalCategory wd:Q161873 ;
-    wikibase:lemma ?postposition .
-    FILTER(lang(?postposition) = "hi")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/prepositions/query_prepositions.sparql
deleted file mode 100644
index 5df65a582..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,17 +0,0 @@
-# tool: scribe-data
-# All Hindi (from Hindustani Q11051) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "hi" to remove Urdu (ur) words.
-
-SELECT
-  ?lexeme
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q11051 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-    FILTER(lang(?preposition) = "hi")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index d72eed835..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,38 +0,0 @@
-# tool: scribe-data
-# All Hindi (from Hindustani Q11051) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "hi" to remove Urdu (ur) words.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q11051 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?singular .
-    FILTER(lang(?singular) = "hi")
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-      FILTER(lang(?plural) = "hi")
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/verbs/query_verbs.sparql
deleted file mode 100644
index 9b24cdd3c..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,108 +0,0 @@
-# tool: scribe-data
-# All Hindi (from Hindustani Q11051) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "hi" to remove Urdu (ur) words.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?direct
-  ?gerund
-  ?intransitivePhase
-  ?basicPhase
-  ?conjunctiveParticiple
-  ?adverbial
-  ?absoluteConstruction
-  ?accusative
-  ?oblique
-
-WHERE {
-  # MARK: Infinitive
-
-  ?lexeme dct:language wd:Q11051 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?infinitive .
-    FILTER(lang(?infinitive) = "hi")
-
-  # MARK: Direct Case
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?directForm .
-    ?directForm ontolex:representation ?direct ;
-      wikibase:grammaticalFeature wd:Q1751855 .
-      FILTER(LANG(?direct) = "hi")
-  }
-
-  # MARK: Gerund
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?gerundForm .
-    ?gerundForm ontolex:representation ?gerund ;
-      wikibase:grammaticalFeature wd:Q1923028 .
-      FILTER(LANG(?gerund) = "hi")
-  }
-
-  # MARK: Intransitive Phase
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?intransitivePhaseForm .
-    ?intransitivePhaseForm ontolex:representation ?intransitivePhase ;
-      wikibase:grammaticalFeature wd:Q113330736 .
-      FILTER(LANG(?intransitivePhase) = "hi")
-  }
-
-  # MARK: Basic Phase
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?basicPhaseForm .
-    ?basicPhaseForm ontolex:representation ?basicPhase ;
-      wikibase:grammaticalFeature wd:Q113330960 .
-      FILTER(LANG(?basicPhase) = "hi")
-  }
-
-# MARK: Conjunctive Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?conjunctiveParticipleForm .
-    ?conjunctiveParticipleForm ontolex:representation ?conjunctiveParticiple ;
-      wikibase:grammaticalFeature wd:Q113133303 .
-      FILTER(LANG(?conjunctiveParticiple) = "hi")
-  }
-
-  # MARK: Adverbial
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?adverbialForm .
-    ?adverbialForm ontolex:representation ?adverbial ;
-      wikibase:grammaticalFeature wd:Q380012 .
-      FILTER(LANG(?adverbial) = "hi")
-  }
-
-  # MARK: Absolute Construction
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?absoluteConstructionForm .
-    ?absoluteConstructionForm ontolex:representation ?absoluteConstruction ;
-      wikibase:grammaticalFeature wd:Q4669807 .
-      FILTER(LANG(?absoluteConstruction) = "hi")
-  }
-
-  # MARK: Accusative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeForm .
-    ?accusativeForm ontolex:representation ?accusative ;
-      wikibase:grammaticalFeature wd:Q146078 .
-      FILTER(LANG(?accusative) = "hi")
-  }
-
-  # MARK: Oblique
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?obliqueForm .
-    ?obliqueForm ontolex:representation ?oblique ;
-      wikibase:grammaticalFeature wd:Q1233197 .
-      FILTER(LANG(?oblique) = "hi")
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/adjectives/query_adjectives.sparql
deleted file mode 100644
index e4148b310..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,138 +0,0 @@
-# tool: scribe-data
-# All Urdu (from Hindustani Q11051) adjectives (Q34698) and the given forms..
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "ur" to remove Hindi (hi) words.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?singular
-  ?plural
-  ?directFeminineSingular
-  ?directMasculineSingular
-  ?directFemininePlural
-  ?directMasculinePlural
-  ?obliqueFeminineSingular
-  ?obliqueMasculineSingular
-  ?obliqueFemininePlural
-  ?obliqueMasculinePlural
-  ?vocativeFeminineSingular
-  ?vocativeMasculineSingular
-  ?vocativeFemininePlural
-  ?vocativeMasculinePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q11051 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-    FILTER(lang(?adjective) = "ur")
-
-  # MARK: Singulative Numeral
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?singularForm .
-    ?singularForm ontolex:representation ?singular ;
-      wikibase:grammaticalFeature wd:Q110786 .
-      FILTER(LANG(?singular) = "ur")
-  }
-
-  # MARK: Collective Numeral
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-      FILTER(LANG(?plural) = "ur")
-  }
-
-  # MARK: Direct
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?directFeminineSingularForm .
-    ?directFeminineSingularForm ontolex:representation ?directFeminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q1751855 .
-      FILTER(LANG(?directFeminineSingular) = "ur")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?directMasculineSingularForm .
-    ?directMasculineSingularForm ontolex:representation ?directMasculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q1751855 .
-      FILTER(LANG(?directMasculineSingular) = "ur")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?directFemininePluralForm .
-    ?directFemininePluralForm ontolex:representation ?directFemininePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q1751855 .
-      FILTER(LANG(?directFemininePlural) = "ur")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?directMasculinePluralForm .
-    ?directMasculinePluralForm ontolex:representation ?directMasculinePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q1751855 .
-      FILTER(LANG(?directMasculinePlural) = "ur")
-  }
-
-  # MARK: Oblique
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?obliqueFeminineSingularForm .
-    ?obliqueFeminineSingularForm ontolex:representation ?obliqueFeminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q1233197 .
-      FILTER(LANG(?obliqueFeminineSingular) = "ur")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?obliqueMasculineSingularForm .
-    ?obliqueMasculineSingularForm ontolex:representation ?obliqueMasculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q1233197 .
-      FILTER(LANG(?obliqueMasculineSingular) = "ur")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?obliqueFemininePluralForm .
-    ?obliqueFemininePluralForm ontolex:representation ?obliqueFemininePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q1233197 .
-      FILTER(LANG(?obliqueFemininePlural) = "ur")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?obliqueMasculinePluralForm .
-    ?obliqueMasculinePluralForm ontolex:representation ?obliqueMasculinePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q1233197 .
-      FILTER(LANG(?obliqueMasculinePlural) = "ur")
-  }
-
-  # MARK: Vocative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?vocativeFeminineSingularForm .
-    ?vocativeFeminineSingularForm ontolex:representation ?vocativeFeminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q185077 .
-      FILTER(LANG(?vocativeFeminineSingular) = "ur")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?vocativeMasculineSingularForm .
-    ?vocativeMasculineSingularForm ontolex:representation ?vocativeMasculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q185077 .
-      FILTER(LANG(?vocativeMasculineSingular) = "ur")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?vocativeFemininePluralForm .
-    ?vocativeFemininePluralForm ontolex:representation ?vocativeFemininePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q185077 .
-      FILTER(LANG(?vocativeFemininePlural) = "ur")
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?vocativeMasculinePluralForm .
-    ?vocativeMasculinePluralForm ontolex:representation ?vocativeMasculinePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q185077 .
-      FILTER(LANG(?vocativeMasculinePlural) = "ur")
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/adverbs/query_adverbs.sparql
deleted file mode 100644
index 8d8c5ad48..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,16 +0,0 @@
-# tool: scribe-data
-# All Urdu (from Hindustani Q11051) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "ur" to remove Hindi (hi) words.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q11051 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-    FILTER(lang(?adverb) = "ur")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/nouns/query_nouns.sparql
deleted file mode 100644
index 9d25abb70..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,38 +0,0 @@
-# tool: scribe-data
-# All Urdu (from Hindustani Q11051) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "ur" to remove Hindi (hi) words.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q11051 ;
-    wikibase:lexicalCategory wd:Q1084;
-    wikibase:lemma ?singular .
-    FILTER(lang(?singular) = "ur")
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-      FILTER(lang(?plural) = "ur")
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/postpositions/query_postpositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/postpositions/query_postpositions.sparql
deleted file mode 100644
index f55f172af..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/postpositions/query_postpositions.sparql
+++ /dev/null
@@ -1,17 +0,0 @@
-# tool: scribe-data
-# All Urdu (from Hindustani Q11051) postpositions (Q161873) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "ur" to remove Hindi (hi) words.
-
-SELECT
-  ?lexeme
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?postposition
-
-WHERE {
-  ?lexeme dct:language wd:Q11051 ;
-    wikibase:lexicalCategory wd:Q161873 ;
-    wikibase:lemma ?postposition .
-    FILTER(lang(?postposition) = "ur")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/prepositions/query_prepositions.sparql
deleted file mode 100644
index 9cb4d03f2..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,17 +0,0 @@
-# tool: scribe-data
-# All Urdu (from Hindustani Q11051) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "ur" to remove Hindi (hi) words.
-
-SELECT
-  ?lexeme
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q11051 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-    FILTER(lang(?preposition) = "ur")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index e9a0443fa..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,38 +0,0 @@
-# tool: scribe-data
-# All Urdu (from Hindustani Q11051) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "ur" to remove Hindi (hi) words.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q11051 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?singular .
-    FILTER(lang(?singular) = "ur")
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-      FILTER(lang(?plural) = "ur")
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/verbs/query_verbs.sparql
deleted file mode 100644
index fd6b9403b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,58 +0,0 @@
-# tool: scribe-data
-# All Urdu (from Hindustani Q11051) verbs and the currently implemented conjugations for each.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "ur" to remove Hindustani (hi) words.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?direct
-  ?gerund
-  ?intransitivePhase
-  ?basicPhase
-
-WHERE {
-  # MARK: Infinitive
-
-  ?lexeme dct:language wd:Q11051 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?infinitive .
-    FILTER(lang(?infinitive) = "ur")
-
-  # MARK: Direct Case
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?directForm .
-    ?directForm ontolex:representation ?direct ;
-      wikibase:grammaticalFeature wd:Q1751855 .
-      FILTER(LANG(?direct) = "ur")
-  }
-
-  # MARK: Gerund
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?gerundForm .
-    ?gerundForm ontolex:representation ?gerund ;
-      wikibase:grammaticalFeature wd:Q1923028 .
-      FILTER(LANG(?gerund) = "ur")
-  }
-
-  # MARK: Intransitive Phase
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?intransitivePhaseForm .
-    ?intransitivePhaseForm ontolex:representation ?intransitivePhase ;
-      wikibase:grammaticalFeature wd:Q113330736 .
-      FILTER(LANG(?intransitivePhase) = "ur")
-  }
-
-  # MARK: Basic Phase
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?basicPhaseForm .
-    ?basicPhaseForm ontolex:representation ?basicPhase ;
-      wikibase:grammaticalFeature wd:Q113330960 .
-      FILTER(LANG(?basicPhase) = "ur")
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Igbo/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Igbo/adjectives/query_adjectives.sparql
deleted file mode 100644
index 2a5804a47..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Igbo/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,31 +0,0 @@
-# tool: scribe-data
-# All Igbo (Q33578) adjective (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?singular
-  ?plural
-
-WHERE {
-  ?lexeme dct:language wd:Q33578;
-    wikibase:lexicalCategory wd:Q34698;
-    wikibase:lemma ?adjective .
-
-  # MARK: Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?singularForm .
-    ?singularForm ontolex:representation ?singular ;
-      wikibase:grammaticalFeature wd:Q110786 .
-  }
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Igbo/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Igbo/adverbs/query_adverbs.sparql
deleted file mode 100644
index f0a8b891a..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Igbo/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Igbo (Q33578) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q33578 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Igbo/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Igbo/nouns/query_nouns.sparql
deleted file mode 100644
index 1c615a564..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Igbo/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Igbo (Q33578) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-
-WHERE {
-  ?lexeme dct:language wd:Q33578 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?noun .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Igbo/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Igbo/prepositions/query_prepositions.sparql
deleted file mode 100644
index 405635ca3..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Igbo/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,22 +0,0 @@
-# tool: scribe-data
-# All Igbo (Q33578) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-  ?contraction
-
-WHERE {
-  ?lexeme dct:language wd:Q33578 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-
-  # MARK: Contraction
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?contractionForm .
-    ?contractionForm ontolex:representation ?contraction ;
-      wikibase:grammaticalFeature wd:Q126473 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Igbo/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Igbo/verbs/query_verbs.sparql
deleted file mode 100644
index 9d59dc5fc..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Igbo/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Igbo (Q33578) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q33578 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Indonesian/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Indonesian/adverbs/query_adverbs.sparql
deleted file mode 100644
index c9013fc04..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Indonesian/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Indonesian (Q9240) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q9240 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Indonesian/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Indonesian/nouns/query_nouns.sparql
deleted file mode 100644
index 65aba8a89..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Indonesian/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Indonesian (Q9240) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-
-WHERE {
-  ?lexeme dct:language wd:Q9240 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?noun .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Indonesian/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Indonesian/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 62ed604e1..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Indonesian/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Indonesian (Q9240) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-
-WHERE {
-  ?lexeme dct:language wd:Q9240 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?properNoun .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Indonesian/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Indonesian/verbs/query_verbs.sparql
deleted file mode 100644
index 69d494b68..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Indonesian/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# tool: scribe-data
-# All Indonesian (Q9240) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q9240 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/adjectives/query_adjectives.sparql
deleted file mode 100644
index 58029768b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Italian/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Italian (Q652) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q652 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/adverbs/query_adverbs.sparql
deleted file mode 100644
index 409377c73..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Italian/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Italian (Q652) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q652 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/nouns/format_nouns.py b/src/scribe_data/wikidata/language_data_extraction/Italian/nouns/format_nouns.py
deleted file mode 100644
index 527d06520..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Italian/nouns/format_nouns.py
+++ /dev/null
@@ -1,112 +0,0 @@
-"""
-Formats the Italian nouns queried from Wikidata using query_nouns.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import (
-    export_formatted_data,
-    load_queried_data,
-    map_genders,
-    order_annotations,
-)
-
-LANGUAGE = "Italian"
-DATA_TYPE = "nouns"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-nouns_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-nouns_formatted = {}
-
-for noun_vals in nouns_list:
-    if "singular" in noun_vals.keys():
-        if noun_vals["singular"] not in nouns_formatted:
-            nouns_formatted[noun_vals["singular"]] = {"plural": "", "form": ""}
-
-            if "gender" in noun_vals.keys():
-                nouns_formatted[noun_vals["singular"]]["form"] = map_genders(
-                    noun_vals["gender"]
-                )
-
-            if "plural" in noun_vals.keys():
-                nouns_formatted[noun_vals["singular"]]["plural"] = noun_vals["plural"]
-
-                if noun_vals["plural"] not in nouns_formatted:
-                    nouns_formatted[noun_vals["plural"]] = {
-                        "plural": "isPlural",
-                        "form": "PL",
-                    }
-
-                # Plural is same as singular.
-                else:
-                    nouns_formatted[noun_vals["singular"]]["plural"] = noun_vals[
-                        "plural"
-                    ]
-                    nouns_formatted[noun_vals["singular"]]["form"] = (
-                        nouns_formatted[noun_vals["singular"]]["form"] + "/PL"
-                    )
-
-        else:
-            if "gender" in noun_vals.keys():
-                if (
-                    nouns_formatted[noun_vals["singular"]]["form"]
-                    != noun_vals["gender"]
-                ):
-                    nouns_formatted[noun_vals["singular"]]["form"] += "/" + map_genders(
-                        noun_vals["gender"]
-                    )
-
-                elif nouns_formatted[noun_vals["singular"]]["gender"] == "":
-                    nouns_formatted[noun_vals["singular"]]["gender"] = map_genders(
-                        noun_vals["gender"]
-                    )
-
-    # Plural only noun.
-    elif "plural" in noun_vals.keys():
-        if noun_vals["plural"] not in nouns_formatted:
-            nouns_formatted[noun_vals["plural"]] = {"plural": "isPlural", "form": "PL"}
-
-        # Plural is same as singular.
-        else:
-            if "singular" in noun_vals.keys():
-                nouns_formatted[noun_vals["singular"]]["plural"] = noun_vals["plural"]
-                nouns_formatted[noun_vals["singular"]]["form"] = (
-                    nouns_formatted[noun_vals["singular"]]["form"] + "/PL"
-                )
-
-for k in nouns_formatted:
-    nouns_formatted[k]["form"] = order_annotations(nouns_formatted[k]["form"])
-
-nouns_formatted = collections.OrderedDict(sorted(nouns_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=nouns_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/nouns/query_nouns.sparql
deleted file mode 100644
index 662624a78..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Italian/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,34 +0,0 @@
-# tool: scribe-data
-# All Italian (Q652) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q652 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/prepositions/query_prepositions.sparql
deleted file mode 100644
index 68e6974c3..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Italian/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Italian (Q652) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q652 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index f6f3518ab..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Italian/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,26 +0,0 @@
-# tool: scribe-data
-# All Italian (Q652) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q652 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/format_verbs.py b/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/format_verbs.py
deleted file mode 100644
index 31ba17fcd..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/format_verbs.py
+++ /dev/null
@@ -1,84 +0,0 @@
-"""
-Formats the Italian verbs queried from Wikidata using query_verbs.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import export_formatted_data, load_queried_data
-
-LANGUAGE = "Italian"
-DATA_TYPE = "verbs"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-verbs_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-verbs_formatted = {}
-
-all_conjugations = [
-    "presFPS",
-    "presSPS",
-    "presTPS",
-    "presFPP",
-    "presSPP",
-    "presTPP",
-    "pretFPS",
-    "pretSPS",
-    "pretTPS",
-    "pretFPP",
-    "pretSPP",
-    "pretTPP",
-    "impFPS",
-    "impSPS",
-    "impTPS",
-    "impFPP",
-    "impSPP",
-    "impTPP",
-]
-
-for verb_vals in verbs_list:
-    if verb_vals["infinitive"] not in verbs_formatted:
-        verbs_formatted[verb_vals["infinitive"]] = {}
-
-        for conj in all_conjugations:
-            if conj in verb_vals.keys():
-                verbs_formatted[verb_vals["infinitive"]][conj] = verb_vals[conj]
-            else:
-                verbs_formatted[verb_vals["infinitive"]][conj] = ""
-
-    else:
-        for conj in all_conjugations:
-            if conj in verb_vals.keys():
-                verbs_formatted[verb_vals["infinitive"]][conj] = verb_vals[conj]
-
-verbs_formatted = collections.OrderedDict(sorted(verbs_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=verbs_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_1.sparql
deleted file mode 100644
index cec1a21a2..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_1.sparql
+++ /dev/null
@@ -1,57 +0,0 @@
-# tool: scribe-data
-# All Italian (Q652) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?presentIndicativeFirstPersonSingular
-  ?presentIndicativeSecondPersonSingular
-  ?presentIndicativeThirdPersonSingular
-  ?presentIndicativeFirstPersonPlural
-  ?presentIndicativeSecondPersonPlural
-  ?presentIndicativeThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q652 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?infinitive .
-
-  # MARK: Present
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentIndicativeFirstPersonSingularForm .
-    ?presentIndicativeFirstPersonSingularForm ontolex:representation ?presentIndicativeFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q56682909, wd:Q21714344, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentIndicativeSecondPersonSingularForm .
-    ?presentIndicativeSecondPersonSingularForm ontolex:representation ?presentIndicativeSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q56682909, wd:Q51929049, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentIndicativeThirdPersonSingularForm .
-    ?presentIndicativeThirdPersonSingularForm ontolex:representation ?presentIndicativeThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q56682909, wd:Q51929074, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentIndicativeFirstPersonPluralForm .
-    ?presentIndicativeFirstPersonPluralForm ontolex:representation ?presentIndicativeFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q56682909, wd:Q21714344, wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentIndicativeSecondPersonPluralForm .
-    ?presentIndicativeSecondPersonPluralForm ontolex:representation ?presentIndicativeSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q56682909, wd:Q51929049, wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentIndicativeThirdPersonPluralForm .
-    ?presentIndicativeThirdPersonPluralForm ontolex:representation ?presentIndicativeThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q56682909, wd:Q51929074, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_2.sparql
deleted file mode 100644
index e9abfb7a4..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_2.sparql
+++ /dev/null
@@ -1,57 +0,0 @@
-# tool: scribe-data
-# All Italian (Q652) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?pastImperfectFirstPersonSingular
-  ?pastImperfectSecondPersonSingular
-  ?pastImperfectThirdPersonSingular
-  ?pastImperfectFirstPersonPlural
-  ?pastImperfectSecondPersonPlural
-  ?pastImperfectThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q652 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?infinitive .
-
-  # MARK: Imperfect
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastImperfectFirstPersonSingularForm .
-    ?pastImperfectFirstPersonSingularForm ontolex:representation ?pastImperfectFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q12547192, wd:Q21714344, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastImperfectSecondPersonSingularForm .
-    ?pastImperfectSecondPersonSingularForm ontolex:representation ?pastImperfectSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q12547192, wd:Q51929049, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastImperfectThirdPersonSingularForm .
-    ?pastImperfectThirdPersonSingularForm ontolex:representation ?pastImperfectThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q12547192, wd:Q51929074, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastImperfectFirstPersonPluralForm .
-    ?pastImperfectFirstPersonPluralForm ontolex:representation ?pastImperfectFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q12547192, wd:Q21714344, wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastImperfectSecondPersonPluralForm .
-    ?pastImperfectSecondPersonPluralForm ontolex:representation ?pastImperfectSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q12547192, wd:Q51929049, wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastImperfectThirdPersonPluralForm .
-    ?pastImperfectThirdPersonPluralForm ontolex:representation ?pastImperfectThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q12547192, wd:Q51929074, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_3.sparql
deleted file mode 100644
index 1116452c1..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/query_verbs_3.sparql
+++ /dev/null
@@ -1,58 +0,0 @@
-
-# tool: scribe-data
-# All Italian (Q652) verbs and the currently implemented tenses for each.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?preteriteFirstPersonSingular
-  ?preteriteSecondPersonSingular
-  ?preteriteThirdPersonSingular
-  ?preteriteFirstPersonPlural
-  ?preteriteSecondPersonPlural
-  ?preteriteThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q652 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?infinitive .
-
-  # MARK: Preterite
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?preteriteFirstPersonSingularForm .
-    ?preteriteFirstPersonSingularForm ontolex:representation ?preteriteFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q442485, wd:Q21714344, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?preteriteSecondPersonSingularForm .
-    ?preteriteSecondPersonSingularForm ontolex:representation ?preteriteSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q442485, wd:Q51929049, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?preteriteThirdPersonSingularForm .
-    ?preteriteThirdPersonSingularForm ontolex:representation ?preteriteThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q442485, wd:Q51929074, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?preteriteFirstPersonPluralForm .
-    ?preteriteFirstPersonPluralForm ontolex:representation ?preteriteFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q442485, wd:Q21714344, wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?preteriteSecondPersonPluralForm .
-    ?preteriteSecondPersonPluralForm ontolex:representation ?preteriteSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q442485, wd:Q51929049, wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?preteriteThirdPersonPluralForm .
-    ?preteriteThirdPersonPluralForm ontolex:representation ?preteriteThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q442485, wd:Q51929074, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Japanese/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Japanese/adjectives/query_adjectives.sparql
deleted file mode 100644
index 4b3d89c61..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Japanese/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Japanese (Q5287) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q5287 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-    FILTER(lang(?adjective) = "ja-hira")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Japanese/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Japanese/adverbs/query_adverbs.sparql
deleted file mode 100644
index 20121fc54..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Japanese/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Japanese (Q5287) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q5287 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-    FILTER(lang(?adverb) = "ja-hira")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Japanese/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Japanese/nouns/query_nouns.sparql
deleted file mode 100644
index 9af87efd3..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Japanese/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Japanese (Q5287) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-
-WHERE {
-  ?lexeme dct:language wd:Q5287 ;
-    wikibase:lexicalCategory wd:Q1084  ;
-    wikibase:lemma ?noun .
-    FILTER(lang(?noun) = "ja-hira")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Japanese/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Japanese/prepositions/query_prepositions.sparql
deleted file mode 100644
index f11a9a2bf..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Japanese/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Japanese (Q5287) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q5287 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-    FILTER(lang(?preposition) = "ja-hira")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Japanese/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Japanese/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 98761a1a7..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Japanese/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Japanese (Q5287) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-
-WHERE {
-  ?lexeme dct:language wd:Q5287 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?properNoun .
-    FILTER(lang(?properNoun) = "ja-hira")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Japanese/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Japanese/verbs/query_verbs.sparql
deleted file mode 100644
index 326a37441..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Japanese/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,64 +0,0 @@
-# tool: scribe-data
-# All Japanese (Q5287) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-  ?negative
-  ?conjunctive
-  ?imperfective
-  ?attributive
-  ?hypothetical
-
-WHERE {
-  ?lexeme dct:language wd:Q5287 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-    FILTER(lang(?verb) = "ja-hira")
-
-  # MARK: Negative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?negativeForm .
-    ?negativeForm ontolex:representation ?negative ;
-      wikibase:grammaticalFeature wd:Q15737187 .
-      FILTER(LANG(?negative) = "ja-hira")
-  }
-
-  # MARK: Conjunctive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?conjunctiveForm .
-    ?conjunctiveForm ontolex:representation ?conjunctive ;
-      wikibase:grammaticalFeature wd:Q2888577 .
-      FILTER(LANG(?conjunctive) = "ja-hira")
-  }
-
-  # MARK: Imperfective
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?imperfectiveForm .
-    ?imperfectiveForm ontolex:representation ?imperfective ;
-      wikibase:grammaticalFeature wd:Q2898727 .
-      FILTER(LANG(?imperfective) = "ja-hira")
-  }
-
-  # MARK: Attributive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?attributiveForm .
-    ?attributiveForm ontolex:representation ?attributive ;
-      wikibase:grammaticalFeature wd:Q53608953 .
-      FILTER(LANG(?attributive) = "ja-hira")
-  }
-
-  # MARK: Hypothetical
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?hypotheticalForm .
-    ?hypotheticalForm ontolex:representation ?hypothetical ;
-      wikibase:grammaticalFeature wd:Q53609593 .
-      FILTER(LANG(?hypothetical) = "ja-hira")
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Korean/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Korean/adjectives/query_adjectives.sparql
deleted file mode 100644
index ec6e54490..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Korean/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Korean (Q9176) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q9176 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Korean/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Korean/adverbs/query_adverbs.sparql
deleted file mode 100644
index f15bf82a9..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Korean/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Korean (Q9176) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q9176 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Korean/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Korean/nouns/query_nouns.sparql
deleted file mode 100644
index 9515d6958..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Korean/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Korean (Q9176) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-
-WHERE {
-  ?lexeme dct:language wd:Q9176 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?noun .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Korean/postpositions/query_postpositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Korean/postpositions/query_postpositions.sparql
deleted file mode 100644
index 9beb4228a..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Korean/postpositions/query_postpositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Korean (Q9176) postpositions (Q161873) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?postposition
-
-WHERE {
-  ?lexeme dct:language wd:Q9176 ;
-    wikibase:lexicalCategory wd:Q161873 ;
-    wikibase:lemma ?postposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Korean/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Korean/verbs/query_verbs.sparql
deleted file mode 100644
index 22d8426b4..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Korean/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Korean (Q9176) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q9176 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Kurmanji/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Kurmanji/adjectives/query_adjectives.sparql
deleted file mode 100644
index c1d681b5c..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Kurmanji/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Kurmanji (Q36163) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q36163 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-    FILTER(lang(?adjective) = "ku")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Kurmanji/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Kurmanji/adverbs/query_adverbs.sparql
deleted file mode 100644
index b192b3f61..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Kurmanji/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Kurmanji (Q36163) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q36163 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-    FILTER(lang(?adverb) = "ku")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Kurmanji/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Kurmanji/nouns/query_nouns.sparql
deleted file mode 100644
index c4e06d483..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Kurmanji/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,25 +0,0 @@
-# tool: scribe-data
-# All Kurmanji (Q36163) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?directDefSingular
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q36163 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?directDefSingular .
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Kurmanji/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Kurmanji/prepositions/query_prepositions.sparql
deleted file mode 100644
index 934b79c4a..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Kurmanji/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Kurmanji (Q36163) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q36163 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-    FILTER(lang(?preposition) = "ku")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Kurmanji/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Kurmanji/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 13f6609ae..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Kurmanji/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,25 +0,0 @@
-# tool: scribe-data
-# All Kurmanji (Q36163) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?directDefSingular
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q36163 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?directDefSingular .
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Kurmanji/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Kurmanji/verbs/query_verbs.sparql
deleted file mode 100644
index 63267846a..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Kurmanji/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Kurmanji (Q36163) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q36163 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-    FILTER(lang(?verb) = "ku")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latin/adjectives/query_adjectives_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/adjectives/query_adjectives_1.sparql
deleted file mode 100644
index 3dd06a5b7..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Latin/adjectives/query_adjectives_1.sparql
+++ /dev/null
@@ -1,29 +0,0 @@
-# tool: scribe-data
-# All Latin (Q397) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?nominativeSingular
-  ?nominativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q397 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Nominative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeSingularForm .
-    ?nominativeSingularForm ontolex:representation ?nominativeSingular ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latin/adjectives/query_adjectives_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/adjectives/query_adjectives_2.sparql
deleted file mode 100644
index 96c179a6a..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Latin/adjectives/query_adjectives_2.sparql
+++ /dev/null
@@ -1,29 +0,0 @@
-# tool: scribe-data
-# All Latin (Q397) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?genitiveSingular
-  ?genitivePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q397 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Genitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveSingularForm .
-    ?genitiveSingularForm ontolex:representation ?genitiveSingular ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitivePluralForm .
-    ?genitivePluralForm ontolex:representation ?genitivePlural ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latin/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/adverbs/query_adverbs.sparql
deleted file mode 100644
index 04904622d..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Latin/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,31 +0,0 @@
-# tool: scribe-data
-# All Latin language (Q397) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-  ?comparative
-  ?superlative
-
-WHERE {
-  ?lexeme dct:language wd:Q397 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-
-  # MARK: Comparative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?comparativeForm .
-    ?comparativeForm ontolex:representation ?comparative ;
-      wikibase:grammaticalFeature wd:Q14169499 .
-  }
-
-  # MARK: Superlative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?superlativeForm .
-    ?superlativeForm ontolex:representation ?superlative ;
-      wikibase:grammaticalFeature wd:Q1817208 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latin/nouns/query_nouns_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/nouns/query_nouns_1.sparql
deleted file mode 100644
index aabc09a75..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Latin/nouns/query_nouns_1.sparql
+++ /dev/null
@@ -1,29 +0,0 @@
-# tool: scribe-data
-# All Latin (Q397) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-  ?nominativeSingular
-  ?nominativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q397 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?noun .
-
-  # MARK: Nominative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeSingularForm .
-    ?nominativeSingularForm ontolex:representation ?nominativeSingular ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latin/nouns/query_nouns_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/nouns/query_nouns_2.sparql
deleted file mode 100644
index d1d9757bd..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Latin/nouns/query_nouns_2.sparql
+++ /dev/null
@@ -1,29 +0,0 @@
-# tool: scribe-data
-# All Latin (Q397) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-  ?genitiveSingular
-  ?genitivePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q397 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?noun .
-
-  # MARK: Genitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveSingularForm .
-    ?genitiveSingularForm ontolex:representation ?genitiveSingular ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitivePluralForm .
-    ?genitivePluralForm ontolex:representation ?genitivePlural ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latin/nouns/query_nouns_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/nouns/query_nouns_3.sparql
deleted file mode 100644
index e93bd6163..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Latin/nouns/query_nouns_3.sparql
+++ /dev/null
@@ -1,29 +0,0 @@
-# tool: scribe-data
-# All Latin (Q397) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-  ?ablativeSingular
-  ?ablativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q397 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?noun .
-
-  # MARK: Ablative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?ablativeSingularForm .
-    ?ablativeSingularForm ontolex:representation ?ablativeSingular ;
-      wikibase:grammaticalFeature wd:Q156986, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?ablativePluralForm .
-    ?ablativePluralForm ontolex:representation ?ablativePlural ;
-      wikibase:grammaticalFeature wd:Q156986, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latin/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/prepositions/query_prepositions.sparql
deleted file mode 100644
index 43a114a8e..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Latin/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,32 +0,0 @@
-# tool: scribe-data
-# All Latin language (Q397) postpositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-  ?accusative
-  ?ablative
-
-WHERE {
-  ?lexeme dct:language wd:Q397 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-
-
-  # MARK: Accusative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeForm .
-    ?accusativeForm ontolex:representation ?accusative ;
-      wikibase:grammaticalFeature wd:Q146078 .
-  }
-
-  # MARK: Ablative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?ablativeForm .
-    ?ablativeForm ontolex:representation ?ablative ;
-      wikibase:grammaticalFeature wd:Q156986 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latin/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Latin/verbs/query_verbs.sparql
deleted file mode 100644
index c996c6f16..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Latin/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Latin (Q397) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q397 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latvian/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Latvian/adjectives/query_adjectives.sparql
deleted file mode 100644
index a5d0ea95a..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Latvian/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Latvian (Q9078) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q9078 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latvian/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Latvian/adverbs/query_adverbs.sparql
deleted file mode 100644
index 228dab2a8..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Latvian/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Latvian (Q9078) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q9078 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latvian/nouns/nouns_query.sparql b/src/scribe_data/wikidata/language_data_extraction/Latvian/nouns/nouns_query.sparql
deleted file mode 100644
index 5ab1ed1d0..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Latvian/nouns/nouns_query.sparql
+++ /dev/null
@@ -1,135 +0,0 @@
-# tool: scribe-data
-# All Latvian (Q9078) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT DISTINCT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?nominativePlural
-  ?genitiveSingular
-  ?genitivePlural
-  ?dativeSingular
-  ?dativePlural
-  ?accusativeSingular
-  ?accusativePlural
-  ?instrumentalSingular
-  ?instrumentalPlural
-  ?locativeSingular
-  ?locativePlural
-  ?vocativeSingular
-  ?vocativePlural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q9078 ;
-    wikibase:lexicalCategory wd:Q1084 .
-
-  # MARK: Nominative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeSingularForm .
-    ?nominativeSingularForm ontolex:representation ?nominativeSingular ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Genitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveSingularForm .
-    ?genitiveSingularForm ontolex:representation ?genitiveSingular ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitivePluralForm .
-    ?genitivePluralForm ontolex:representation ?genitivePlural ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q146786 .
-  }
-
-  # MARK: Dative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?dativeSingularForm .
-    ?dativeSingularForm ontolex:representation ?dativeSingular ;
-      wikibase:grammaticalFeature wd:Q145599, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?dativePluralForm .
-    ?dativePluralForm ontolex:representation ?dativePlural ;
-      wikibase:grammaticalFeature wd:Q145599, wd:Q146786 .
-  }
-
-  # MARK: Accusative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeSingularForm .
-    ?accusativeSingularForm ontolex:representation ?accusativeSingular ;
-      wikibase:grammaticalFeature wd:Q146078, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativePluralForm .
-    ?accusativePluralForm ontolex:representation ?accusativePlural ;
-      wikibase:grammaticalFeature wd:Q146078, wd:Q146786 .
-  }
-
-  # MARK: Instrumental
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?instrumentalSingularForm .
-    ?instrumentalSingularForm ontolex:representation ?instrumentalSingular ;
-      wikibase:grammaticalFeature wd:Q192997, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?instrumentalPluralForm .
-    ?instrumentalPluralForm ontolex:representation ?instrumentalPlural ;
-      wikibase:grammaticalFeature wd:Q192997, wd:Q146786 .
-  }
-
-  # MARK: Locative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?locativeSingularForm .
-    ?locativeSingularForm ontolex:representation ?locativeSingular ;
-      wikibase:grammaticalFeature wd:Q202142, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?locativePluralForm .
-    ?locativePluralForm ontolex:representation ?locativePlural ;
-      wikibase:grammaticalFeature wd:Q202142, wd:Q146786 .
-  }
-
-  # MARK: Vocative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?vocativeSingularForm .
-    ?vocativeSingularForm ontolex:representation ?vocativeSingular ;
-      wikibase:grammaticalFeature wd:Q185077, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?vocativePluralForm .
-    ?vocativePluralForm ontolex:representation ?vocativePlural ;
-      wikibase:grammaticalFeature wd:Q185077, wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latvian/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Latvian/prepositions/query_prepositions.sparql
deleted file mode 100644
index 854eafb24..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Latvian/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Latvian language (Q9078) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q9078 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latvian/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Latvian/verbs/query_verbs.sparql
deleted file mode 100644
index a160e1aa8..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Latvian/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Latvian (Q9078) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q9078 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Malay/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Malay/nouns/query_nouns.sparql
deleted file mode 100644
index b16c36209..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Malay/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Malay (Q9237) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-
-WHERE {
-  ?lexeme dct:language wd:Q9237 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?noun .
-    FILTER(lang(?noun) = "ms")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Malay/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Malay/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 8c8f4c869..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Malay/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Malay (Q9237) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-
-WHERE {
-  ?lexeme dct:language wd:Q9237 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?properNoun .
-    FILTER(lang(?properNoun) = "ms")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Malay/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Malay/verbs/query_verbs.sparql
deleted file mode 100644
index 341809a24..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Malay/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Malay (Q9237) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q9237 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-    FILTER(lang(?verb) = "ms")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Malayalam/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Malayalam/adjectives/query_adjectives.sparql
deleted file mode 100644
index 83d7bc9ce..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Malayalam/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Malayalam (Q36236) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q36236 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Malayalam/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Malayalam/adverbs/query_adverbs.sparql
deleted file mode 100644
index 0bee7a6e7..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Malayalam/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Malayalam (Q36236) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q36236 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Malayalam/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Malayalam/nouns/query_nouns.sparql
deleted file mode 100644
index bb00a51ca..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Malayalam/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,25 +0,0 @@
-# tool: scribe-data
-# All Malayalam (Q36236) nouns (Q1084) and the given forms and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q36236 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?nominativeSingular .
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Malayalam/postpositions/query_postpositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Malayalam/postpositions/query_postpositions.sparql
deleted file mode 100644
index 5b2d2bcda..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Malayalam/postpositions/query_postpositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Malayalam (Q36236) postpositions (Q161873) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?postposition
-
-WHERE {
-  ?lexeme dct:language wd:Q36236 ;
-    wikibase:lexicalCategory wd:Q161873 ;
-    wikibase:lemma ?postposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Malayalam/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Malayalam/prepositions/query_prepositions.sparql
deleted file mode 100644
index 1f92bd5c4..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Malayalam/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Malayalam (Q36236) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q36236 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Malayalam/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Malayalam/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index b8d830057..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Malayalam/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,25 +0,0 @@
-# tool: scribe-data
-# All Malayalam (Q36236) nouns (Q1084) and the given forms and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q36236 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?nominativeSingular .
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Malayalam/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Malayalam/verbs/query_verbs.sparql
deleted file mode 100644
index 9a49e67a0..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Malayalam/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,53 +0,0 @@
-# tool: scribe-data
-# All Malayalam (Q36236) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-  ?presentInfinitive
-  ?simplePresent
-  ?simplePast
-  ?simpleFuture
-
-WHERE {
-  ?lexeme dct:language wd:Q36236 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-
-  # MARK: Present Infinitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentInfinitiveForm .
-    ?presentInfinitiveForm ontolex:representation ?presentInfinitive ;
-      wikibase:grammaticalFeature wd:Q52434245 .
-      FILTER(LANG(?presentInfinitive) = "ml")
-  }
-
-  # MARK: Simple Present
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?simplePresentForm .
-    ?simplePresentForm ontolex:representation ?simplePresent ;
-      wikibase:grammaticalFeature wd:Q3910936 .
-      FILTER(LANG(?simplePresent) = "ml")
-  }
-
-  # MARK: Simple Past
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?simplePastForm .
-    ?simplePastForm ontolex:representation ?simplePast ;
-      wikibase:grammaticalFeature wd:Q1392475 .
-      FILTER(LANG(?simplePast) = "ml")
-  }
-
-  # MARK: Simple Future
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?simpleFutureForm .
-    ?simpleFutureForm ontolex:representation ?simpleFuture ;
-      wikibase:grammaticalFeature wd:Q1475560 .
-      FILTER(LANG(?simpleFuture) = "ml")
-  }
-}
diff --git "a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Bokm\303\245l/nouns/query_nouns.sparql" "b/src/scribe_data/wikidata/language_data_extraction/Norwegian/Bokm\303\245l/nouns/query_nouns.sparql"
deleted file mode 100644
index 751e9f3ef..000000000
--- "a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Bokm\303\245l/nouns/query_nouns.sparql"
+++ /dev/null
@@ -1,54 +0,0 @@
-# tool: scribe-data
-# All Bokmål Norwegian (Q9043) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: This query is for Bokmål (Q25167) rather than Nynorsk (Q25164).
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?indefiniteSingular
-  ?definiteSingular
-  ?indefinitePlural
-  ?definitePlural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q25167 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?indefiniteSingular .
-
-  # MARK: Definite Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?definiteSingularForm .
-    ?definiteSingularForm ontolex:representation ?definiteSingular ;
-      wikibase:grammaticalFeature wd:Q110786, wd:Q53997851 .
-  }
-
-  # MARK: Indefinite Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indefinitePluralForm .
-    ?indefinitePluralForm ontolex:representation ?indefinitePlural ;
-      wikibase:grammaticalFeature wd:Q146786, wd:Q53997857 .
-  }
-
-  # MARK: Definite Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?definitePluralForm .
-    ?definitePluralForm ontolex:representation ?definitePlural ;
-      wikibase:grammaticalFeature wd:Q146786, wd:Q53997851 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git "a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Bokm\303\245l/proper_nouns/query_proper_nouns.sparql" "b/src/scribe_data/wikidata/language_data_extraction/Norwegian/Bokm\303\245l/proper_nouns/query_proper_nouns.sparql"
deleted file mode 100644
index 92bb54c71..000000000
--- "a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Bokm\303\245l/proper_nouns/query_proper_nouns.sparql"
+++ /dev/null
@@ -1,15 +0,0 @@
-# tool: scribe-data
-# All Bokmål Norwegian (Q9043) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: This query is for Bokmål (Q25167) rather than Nynorsk (Q25164).
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-
-WHERE {
-  ?lexeme dct:language wd:Q25167 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?properNoun .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/adjectives/query_adjectives.sparql
deleted file mode 100644
index 906c7c8be..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,52 +0,0 @@
-# tool: scribe-data
-# All Nynorsk Norwegian (Q25164) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: This query is for Nynorsk (Q25164) rather than Bokmål (Q25167).
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?feminineMasculineIndefiniteSingular
-  ?neuterIndefiniteSingular
-  ?definiteSingular
-  ?plural
-
-
-WHERE {
-  ?lexeme dct:language wd:Q25164 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Common Indefinite
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineMasculineIndefiniteSingularForm .
-    ?feminineMasculineIndefiniteSingularForm ontolex:representation ?feminineMasculineIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q499327, wd:Q110786, wd:Q53997857 .
-  }
-
-  # MARK: Neuter Indefinite
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterIndefiniteSingularForm .
-    ?neuterIndefiniteSingularForm ontolex:representation ?neuterIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q110786, wd:Q53997857 .
-  }
-
-  # MARK: Definite
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?definiteSingularForm .
-    ?definiteSingularForm ontolex:representation ?definiteSingular ;
-      wikibase:grammaticalFeature wd:Q110786, wd:Q53997851 .
-  }
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/adverbs/query_adverbs.sparql
deleted file mode 100644
index 358185281..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,15 +0,0 @@
-# tool: scribe-data
-# All Nynorsk Norwegian (Q25164) adverbs.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: This query is for Nynorsk (Q25164) rather than Bokmål (Q25167).
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q25164 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/nouns/query_nouns.sparql
deleted file mode 100644
index beeb5d364..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,54 +0,0 @@
-# tool: scribe-data
-# All Nynorsk Norwegian (Q25164) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: This query is for Nynorsk (Q25164) rather than Bokmål (Q25167).
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?indefiniteSingular
-  ?definiteSingular
-  ?indefinitePlural
-  ?definitePlural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q25164 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?indefiniteSingular .
-
-  # MARK: Definite Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?definiteSingularForm .
-    ?definiteSingularForm ontolex:representation ?definiteSingular ;
-      wikibase:grammaticalFeature wd:Q110786, wd:Q53997851 .
-  }
-
-  # MARK: Indefinite Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indefinitePluralForm .
-    ?indefinitePluralForm ontolex:representation ?indefinitePlural ;
-      wikibase:grammaticalFeature wd:Q146786, wd:Q53997857 .
-  }
-
-  # MARK: Definite Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?definitePluralForm .
-    ?definitePluralForm ontolex:representation ?definitePlural ;
-      wikibase:grammaticalFeature wd:Q146786, wd:Q53997851 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/prepositions/query_prepositions.sparql
deleted file mode 100644
index 017e77fba..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,15 +0,0 @@
-# tool: scribe-data
-# All Nynorsk Norwegian (Q25164) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: This query is for Nynorsk (Q25164) rather than Bokmål (Q25167).
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q25164 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index b8f61e4bf..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,54 +0,0 @@
-# tool: scribe-data
-# All Nynorsk Norwegian (Q25164) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: This query is for Nynorsk (Q25164) rather than Bokmål (Q25167).
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?indefiniteSingular
-  ?definiteSingular
-  ?indefinitePlural
-  ?definitePlural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q25164 ;
-    wikibase:lexicalCategory wd:Q147276;
-    wikibase:lemma ?indefiniteSingular .
-
-  # MARK: Definite Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?  ?definiteSingularForm .
-    ?definiteSingularForm ontolex:representation ?definiteSingular ;
-      wikibase:grammaticalFeature wd:Q110786, wd:Q53997851 .
-  }
-
-  # MARK: Indefinite Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indefinitePluralForm .
-    ?indefinitePluralForm ontolex:representation ?indefinitePlural ;
-      wikibase:grammaticalFeature wd:Q146786, wd:Q53997857 .
-  }
-
-  # MARK: Definite Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?definitePluralForm .
-    ?definitePluralForm ontolex:representation ?definitePlural ;
-      wikibase:grammaticalFeature wd:Q146786, wd:Q53997851 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/verbs/query_verbs.sparql
deleted file mode 100644
index 60c40afaa..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Nynorsk/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,153 +0,0 @@
-# tool: scribe-data
-# All Norwegian Nynorsk (Q25164) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: This query is for Nynorsk (Q25164) rather than Bokmål (Q25167).
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?activeAInfinitive
-  ?activeEInfinitive
-  ?activePresent
-  ?preterite
-  ?presentPreteritePerfect
-  ?imperative
-  ?feminineMasculineIndefiniteSingularPastParticiple
-  ?neuterIndefiniteSingularPastParticiple
-  ?definiteSingularPastParticiple
-  ?pluralPastParticiple
-  ?presentParticiple
-  ?passiveInfinitive
-  ?passivePresent
-
-WHERE {
-  # MARK: Infinitive
-
-  ?lexeme dct:language wd:Q25164 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?infinitive .
-    FILTER(LANG(?infinitive) = "nn")
-
-  # MARK: Active A Infinitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?activeAInfinitiveForm .
-    ?activeAInfinitiveForm ontolex:representation ?activeAInfinitive ;
-      wikibase:grammaticalFeature wd:Q1317831, wd:Q115223950 .
-      FILTER(LANG(?activeAInfinitive) = "nn")
-  }
-
-  # MARK: Active E Infinitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?activeEInfinitiveForm .
-    ?activeEInfinitiveForm ontolex:representation ?activeEInfinitive ;
-      wikibase:grammaticalFeature wd:Q1317831, wd:Q115223951 .
-      FILTER(LANG(?activeEInfinitive) = "nn")
-  }
-
-  # MARK: Present Tense Active
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?activePresentForm .
-    ?activePresentForm ontolex:representation ?activePresent ;
-      wikibase:grammaticalFeature wd:Q192613, wd:Q1317831 .
-      FILTER(LANG(?activePresent) = "nn")
-  }
-
-  # MARK: Preterite
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?preteriteForm .
-    ?preteriteForm ontolex:representation ?preterite ;
-      wikibase:grammaticalFeature wd:Q442485 .
-      FILTER(LANG(?preterite) = "nn")
-
-    FILTER NOT EXISTS {
-      ?preteriteForm wikibase:grammaticalFeature wd:Q192613 .  # Present tense
-      ?preteriteForm wikibase:grammaticalFeature wd:Q625420 .  # Perfect tense
-    }
-  }
-
-  # MARK: Present Tense, Preterite, Perfect Tense
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentPreteritePerfectForm .
-    ?presentPreteritePerfectForm ontolex:representation ?presentPreteritePerfect ;
-      wikibase:grammaticalFeature wd:Q192613, wd:Q442485, wd:Q625420 .
-      FILTER(LANG(?presentPreteritePerfect) = "nn")
-  }
-
-  # MARK: Imperative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?imperativeForm .
-    ?imperativeForm ontolex:representation ?imperative ;
-      wikibase:grammaticalFeature wd:Q22716 .
-      FILTER(LANG(?imperative) = "nn")
-  }
-
-  # MARK: Masculine/Feminine Singular Indefinite Past Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineMasculineIndefiniteSingularPastParticipleForm .
-    ?feminineMasculineIndefiniteSingularPastParticipleForm ontolex:representation ?feminineMasculineIndefiniteSingularPastParticiple ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q1775415, wd:Q110786, wd:Q53997857, wd:Q12717679 .
-      FILTER(LANG(?feminineMasculineIndefiniteSingularPastParticiple) = "nn")
-  }
-
-  # MARK: Neuter Singular Indefinite Past Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterIndefiniteSingularPastParticipleForm .
-    ?neuterIndefiniteSingularPastParticipleForm ontolex:representation ?neuterIndefiniteSingularPastParticiple ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q110786, wd:Q53997857, wd:Q12717679 .
-      FILTER(LANG(?neuterIndefiniteSingularPastParticiple) = "nn")
-  }
-
-  # MARK: Singular Definitive Past Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?definiteSingularPastParticipleForm .
-    ?definiteSingularPastParticipleForm ontolex:representation ?definiteSingularPastParticiple ;
-      wikibase:grammaticalFeature wd:Q110786, wd:Q53997851, wd:Q12717679 .
-      FILTER(LANG(?definiteSingularPastParticiple) = "nn")
-  }
-
-  # MARK: Plural Past Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralPastParticipleForm .
-    ?pluralPastParticipleForm ontolex:representation ?pluralPastParticiple ;
-      wikibase:grammaticalFeature wd:Q146786, wd:Q12717679 .
-      FILTER(LANG(?pluralPastParticiple) = "nn")
-  }
-
-  # MARK: Present Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentParticipleForm .
-    ?presentParticipleForm ontolex:representation ?presentParticiple ;
-      wikibase:grammaticalFeature wd:Q10345583 .
-      FILTER(LANG(?presentParticiple) = "nn")
-  }
-
-  # MARK: Infinitive Passive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?passiveInfinitiveForm .
-    ?passiveInfinitiveForm ontolex:representation ?passiveInfinitive ;
-      wikibase:grammaticalFeature wd:Q179230, wd:Q1194697 .
-      FILTER(LANG(?passiveInfinitive) = "nn")
-  }
-
-  # MARK: Present Passive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?passivePresentForm .
-    ?passivePresentForm ontolex:representation ?passivePresent ;
-      wikibase:grammaticalFeature wd:Q192613, wd:Q1194697 .
-      FILTER(LANG(?passivePresent) = "nn")
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Persian/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Persian/adjectives/query_adjectives.sparql
deleted file mode 100644
index e0e26a6c4..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Persian/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,32 +0,0 @@
-# tool: scribe-data
-# All Persian (Q9168) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?singular
-  ?plural
-
-WHERE {
-  ?lexeme dct:language wd:Q9168 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-    FILTER(lang(?adjective) = "fa")
-
-  # MARK: Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?singularForm .
-    ?singularForm ontolex:representation ?singular ;
-      wikibase:grammaticalFeature wd:Q110786 .
-  }
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Persian/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Persian/adverbs/query_adverbs.sparql
deleted file mode 100644
index d7aa2fd3a..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Persian/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Persian (Q9168) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q9168;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Persian/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Persian/nouns/query_nouns.sparql
deleted file mode 100644
index 1d405f718..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Persian/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,22 +0,0 @@
-# tool: scribe-data
-# All Persian (Q9168) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-
-WHERE {
-  ?lexeme dct:language wd:Q9168 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Persian/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Persian/prepositions/query_prepositions.sparql
deleted file mode 100644
index d93687702..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Persian/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All persian (Q9168) prepositions and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?prepositions
-
-WHERE {
-  ?lexeme dct:language wd:Q9168 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?prepositions .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_1.sparql
deleted file mode 100644
index f2d6841ec..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_1.sparql
+++ /dev/null
@@ -1,49 +0,0 @@
-# tool: scribe-data
-# All Persian (Q9168) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?presentParticiple
-  ?pastParticiple
-  ?presentWordStem
-  ?pastWordStem
-
-WHERE {
-  ?lexeme dct:language wd:Q9168;
-    wikibase:lexicalCategory wd:Q24905;
-    wikibase:lemma ?infinitive.
-
-  #MARK: Past Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentParticipleForm .
-    ?presentParticipleForm ontolex:representation ?presentParticiple ;
-      wikibase:grammaticalFeature wd:Q192613, wd:Q814722 .
-    FILTER(lang(?presentParticiple) = "fa").
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastParticipleForm .
-    ?pastParticipleForm ontolex:representation ?pastParticiple ;
-      wikibase:grammaticalFeature wd:Q814722, wd:Q1994301 .
-    FILTER(lang(?pastParticiple) = "fa").
-  }
-
-  #MARK: Word Stem
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentWordStemForm .
-    ?presentWordStemForm ontolex:representation ?presentWordStem ;
-      wikibase:grammaticalFeature wd:Q192613, wd:Q210523 .
-    FILTER(lang(?presentWordStem) = "fa").
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastWordStemForm .
-    ?pastWordStemForm ontolex:representation ?pastWordStem ;
-      wikibase:grammaticalFeature wd:Q1994301, wd:Q210523 .
-    FILTER(lang(?pastWordStem) = "fa").
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_2.sparql
deleted file mode 100644
index f729d67c1..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_2.sparql
+++ /dev/null
@@ -1,63 +0,0 @@
-# tool: scribe-data
-# All Persian (Q9168) verbs (Q24905) and their indicative aorist forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?indicativeFirstPersonAoristSingular
-  ?indicativeSecondPersonAoristSingular
-  ?indicativeThirdPersonAoristSingular
-  ?indicativeFirstPersonAoristPlural
-  ?indicativeSecondPersonAoristPlural
-  ?indicativeThirdPersonAoristPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9168;
-    wikibase:lexicalCategory wd:Q24905;
-    wikibase:lemma ?infinitive.
-
-  #MARK: Indicative Aorist
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeFirstPersonAoristSingularForm .
-    ?indicativeFirstPersonAoristSingularForm ontolex:representation ?indicativeFirstPersonAoristSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q682111, wd:Q216497 .
-    FILTER(lang(?indicativeFirstPersonAoristSingular) = "fa").
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeSecondPersonAoristSingularForm .
-    ?indicativeSecondPersonAoristSingularForm ontolex:representation ?indicativeSecondPersonAoristSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q682111, wd:Q216497 .
-    FILTER(lang(?indicativeSecondPersonAoristSingular) = "fa").
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeThirdPersonAoristSingularForm .
-    ?indicativeThirdPersonAoristSingularForm ontolex:representation ?indicativeThirdPersonAoristSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q682111, wd:Q216497 .
-    FILTER(lang(?indicativeThirdPersonAoristSingular) = "fa").
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeFirstPersonAoristPluralForm .
-    ?indicativeFirstPersonAoristPluralForm ontolex:representation ?indicativeFirstPersonAoristPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q682111, wd:Q216497 .
-    FILTER(lang(?indicativeFirstPersonAoristPlural) = "fa").
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeSecondPersonAoristPluralForm .
-    ?indicativeSecondPersonAoristPluralForm ontolex:representation ?indicativeSecondPersonAoristPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q682111, wd:Q216497 .
-    FILTER(lang(?indicativeSecondPersonAoristPlural) = "fa").
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativeThirdPersonAoristPluralForm .
-    ?indicativeThirdPersonAoristPluralForm ontolex:representation ?indicativeThirdPersonAoristPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q682111, wd:Q216497 .
-    FILTER(lang(?indicativeThirdPersonAoristPlural) = "fa").
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_3.sparql
deleted file mode 100644
index 93d4476f5..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_3.sparql
+++ /dev/null
@@ -1,57 +0,0 @@
-# tool: scribe-data
-# All Persian (Q9168) verbs (Q24905) and the given forms, including past tense.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?indicativePastFirstPersonSingular
-  ?indicativePastSecondPersonSingular
-  ?indicativePastThirdPersonSingular
-  ?indicativePastFirstPersonPlural
-  ?indicativePastSecondPersonPlural
-  ?indicativePastThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9168;
-    wikibase:lexicalCategory wd:Q24905;
-    wikibase:lemma ?infinitive.
-
-  # MARK: Past and Present Indicative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastFirstPersonSingularForm .
-    ?indicativePastFirstPersonSingularForm ontolex:representation ?indicativePastFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q1994301, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastSecondPersonSingularForm .
-    ?indicativePastSecondPersonSingularForm ontolex:representation ?indicativePastSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q1994301, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastThirdPersonSingularForm .
-    ?indicativePastThirdPersonSingularForm ontolex:representation ?indicativePastThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q1994301, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastFirstPersonPluralForm .
-    ?indicativePastFirstPersonPluralForm ontolex:representation ?indicativePastFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q1994301, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastSecondPersonPluralForm .
-    ?indicativePastSecondPersonPluralForm ontolex:representation ?indicativePastSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q1994301, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastThirdPersonPluralForm .
-    ?indicativePastThirdPersonPluralForm ontolex:representation ?indicativePastThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q1994301, wd:Q682111 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_4.sparql b/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_4.sparql
deleted file mode 100644
index cd7229879..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_4.sparql
+++ /dev/null
@@ -1,57 +0,0 @@
-# tool: scribe-data
-# All Persian (Q9168) verbs and the given present perfect tense forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?presentPerfectFirstPersonSingular
-  ?presentPerfectSecondPersonSingular
-  ?presentPerfectThirdPersonSingular
-  ?presentPerfectFirstPersonPlural
-  ?presentPerfectSecondPersonPlural
-  ?presentPerfectThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q9168;
-    wikibase:lexicalCategory wd:Q24905;
-    wikibase:lemma ?infinitive.
-
-  # MARK: Present Perfect
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentPerfectFirstPersonSingularForm .
-    ?presentPerfectFirstPersonSingularForm ontolex:representation ?presentPerfectFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q625420, wd:Q21714344, wd:Q192613, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentPerfectSecondPersonSingularForm .
-    ?presentPerfectSecondPersonSingularForm ontolex:representation ?presentPerfectSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q625420, wd:Q51929049, wd:Q192613, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentPerfectThirdPersonSingularForm .
-    ?presentPerfectThirdPersonSingularForm ontolex:representation ?presentPerfectThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q625420, wd:Q51929074, wd:Q192613, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentPerfectFirstPersonPluralForm .
-    ?presentPerfectFirstPersonPluralForm ontolex:representation ?presentPerfectFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q625420, wd:Q21714344, wd:Q192613, wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentPerfectSecondPersonPluralForm .
-    ?presentPerfectSecondPersonPluralForm ontolex:representation ?presentPerfectSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q625420, wd:Q51929049, wd:Q192613, wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentPerfectThirdPersonPluralForm .
-    ?presentPerfectThirdPersonPluralForm ontolex:representation ?presentPerfectThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q625420, wd:Q51929074, wd:Q192613, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_5.sparql b/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_5.sparql
deleted file mode 100644
index bf5c61fb5..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Persian/verbs/query_verbs_5.sparql
+++ /dev/null
@@ -1,57 +0,0 @@
-# tool: scribe-data
-# All Persian (Q9168) verbs (Q24905) and the given forms, including present subjunctive.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?presentFirstPersonSingularSubjunctive
-  ?presentSecondPersonSingularSubjunctive
-  ?presentThirdPersonSingularSubjunctive
-  ?presentFirstPersonPluralSubjunctive
-  ?presentSecondPersonPluralSubjunctive
-  ?presentThirdPersonPluralSubjunctive
-
-WHERE {
-  ?lexeme dct:language wd:Q9168 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?infinitive .
-
-  # MARK: Subjunctive Present and Past
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentFirstPersonSingularSubjunctiveForm .
-    ?presentFirstPersonSingularSubjunctiveForm ontolex:representation ?presentFirstPersonSingularSubjunctive ;
-      wikibase:grammaticalFeature wd:Q473746, wd:Q21714344, wd:Q192613, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentSecondPersonSingularSubjunctiveForm .
-    ?presentSecondPersonSingularSubjunctiveForm ontolex:representation ?presentSecondPersonSingularSubjunctive ;
-      wikibase:grammaticalFeature wd:Q473746, wd:Q51929049, wd:Q192613, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentThirdPersonSingularSubjunctiveForm .
-    ?presentThirdPersonSingularSubjunctiveForm ontolex:representation ?presentThirdPersonSingularSubjunctive ;
-      wikibase:grammaticalFeature wd:Q473746, wd:Q51929074, wd:Q192613, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentFirstPersonPluralSubjunctiveForm .
-    ?presentFirstPersonPluralSubjunctiveForm ontolex:representation ?presentFirstPersonPluralSubjunctive ;
-      wikibase:grammaticalFeature wd:Q473746, wd:Q21714344, wd:Q192613, wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentSecondPersonPluralSubjunctiveForm .
-    ?presentSecondPersonPluralSubjunctiveForm ontolex:representation ?presentSecondPersonPluralSubjunctive ;
-      wikibase:grammaticalFeature wd:Q473746, wd:Q51929049, wd:Q192613, wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?presentThirdPersonPluralSubjunctiveForm .
-    ?presentThirdPersonPluralSubjunctiveForm ontolex:representation ?presentThirdPersonPluralSubjunctive ;
-      wikibase:grammaticalFeature wd:Q473746, wd:Q51929074, wd:Q192613, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Pidgin/Nigerian/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Pidgin/Nigerian/adverbs/query_adverbs.sparql
deleted file mode 100644
index 70dc3ab3d..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Pidgin/Nigerian/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Nigerian Pidgin (Q33655) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q33655;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Pidgin/Nigerian/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Pidgin/Nigerian/nouns/query_nouns.sparql
deleted file mode 100644
index 21d40f85b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Pidgin/Nigerian/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,34 +0,0 @@
-# tool: scribe-data
-# All Nigerian Pidgin (Q33655) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q33655 ; # Nigerian Pidgin
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?properNoun .
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Pidgin/Nigerian/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Pidgin/Nigerian/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 455d8bd16..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Pidgin/Nigerian/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Nigerian Pidgin (Q33655) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-
-WHERE {
-  ?lexeme dct:language wd:Q33655 ; # Nigerian Pidgin
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?properNoun .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Pidgin/Nigerian/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Pidgin/Nigerian/verbs/query_verbs.sparql
deleted file mode 100644
index 82e71db5e..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Pidgin/Nigerian/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Nigerian Pidgin (Q33655) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q33655 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Polish/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Polish/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Polish/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Polish/nouns/query_nouns.sparql
deleted file mode 100644
index ecbd945d3..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Polish/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,41 +0,0 @@
-# tool: scribe-data
-# All Polish (Q809) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?nominativePlural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q809 ;
-    wikibase:lexicalCategory wd:Q1084 .
-
-  # MARK: Nominative Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeSingularForm .
-    ?nominativeSingularForm ontolex:representation ?nominativeSingular ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q110786 .
-  }
-
-  # MARK: Nominative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Polish/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Polish/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 1c0091615..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Polish/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,41 +0,0 @@
-# tool: scribe-data
-# All Polish (Q809) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?nominativePlural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q809 ;
-    wikibase:lexicalCategory wd:Q147276 .
-
-  # MARK: Nominative Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeSingularForm .
-    ?nominativeSingularForm ontolex:representation ?nominativeSingular ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q110786 .
-  }
-
-  # MARK: Nominative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Polish/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Polish/verbs/query_verbs.sparql
deleted file mode 100644
index 60749242f..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Polish/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,173 +0,0 @@
-# tool: scribe-data
-# All Polish (Q809) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?indicativePresentFirstPersonSingular
-  ?indicativePresentSecondPersonSingular
-  ?indicativePresentThirdPersonSingular
-  ?indicativePresentFirstPersonPlural
-  ?indicativePresentSecondPersonPlural
-  ?indicativePresentThirdPersonPlural
-  ?feminineSingularActiveParticiple
-  ?masculineAnimateSingularActiveParticiple
-  ?masculineInanimateSingularActiveParticiple
-  ?neuterSingularActiveParticiple
-  ?femininePluralActiveParticiple
-  ?masculineAnimatePluralActiveParticiple
-  ?masculineInanimatePluralActiveParticiple
-  ?neuterPluralActiveParticiple
-  ?feminineSingularPassiveParticiple
-  ?masculineAnimateSingularPassiveParticiple
-  ?masculineInanimateSingularPassiveParticiple
-  ?neuterSingularPassiveParticiple
-  ?femininePluralPassiveParticiple
-  ?masculineAnimatePluralPassiveParticiple
-  ?masculineInanimatePluralPassiveParticiple
-  ?neuterPluralPassiveParticiple
-
-WHERE {
-  ?lexeme dct:language wd:Q809 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?infinitive .
-
-  # MARK: Present
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentFirstPersonSingularForm .
-    ?indicativePresentFirstPersonSingularForm ontolex:representation ?indicativePresentFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q192613, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentSecondPersonSingularForm .
-    ?indicativePresentSecondPersonSingularForm ontolex:representation ?indicativePresentSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q192613, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentThirdPersonSingularForm .
-    ?indicativePresentThirdPersonSingularForm ontolex:representation ?indicativePresentThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q192613, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentFirstPersonPluralForm .
-    ?indicativePresentFirstPersonPluralForm ontolex:representation ?indicativePresentFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q192613, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentSecondPersonPluralForm .
-    ?indicativePresentSecondPersonPluralForm ontolex:representation ?indicativePresentSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q192613, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentThirdPersonPluralForm .
-    ?indicativePresentThirdPersonPluralForm ontolex:representation ?indicativePresentThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q192613, wd:Q682111 .
-  }
-
-  # MARK: Active Participle
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineSingularActiveParticipleForm .
-    ?feminineSingularActiveParticipleForm ontolex:representation ?feminineSingularActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q72249355 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineAnimateSingularActiveParticipleForm .
-    ?masculineAnimateSingularActiveParticipleForm ontolex:representation ?masculineAnimateSingularActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q54020116, wd:Q110786, wd:Q72249355 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineInanimateSingularActiveParticipleForm .
-    ?masculineInanimateSingularActiveParticipleForm ontolex:representation ?masculineInanimateSingularActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q52943434, wd:Q110786, wd:Q72249355 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterSingularActiveParticipleForm .
-    ?neuterSingularActiveParticipleForm ontolex:representation ?neuterSingularActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q110786, wd:Q72249355 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePluralActiveParticipleForm .
-    ?femininePluralActiveParticipleForm ontolex:representation ?femininePluralActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q72249355 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineAnimatePluralActiveParticipleForm .
-    ?masculineAnimatePluralActiveParticipleForm ontolex:representation ?masculineAnimatePluralActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q54020116, wd:Q146786, wd:Q72249355 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineInanimatePluralActiveParticipleForm .
-    ?masculineInanimatePluralActiveParticipleForm ontolex:representation ?masculineInanimatePluralActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q52943434, wd:Q146786, wd:Q72249355 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterPluralActiveParticipleForm .
-    ?neuterPluralActiveParticipleForm ontolex:representation ?neuterPluralActiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q146786, wd:Q72249355 .
-  }
-
-  # MARK: Passive Participle
-
-OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineSingularPassiveParticipleForm .
-    ?feminineSingularPassiveParticipleForm ontolex:representation ?feminineSingularPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q72249544 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineAnimateSingularPassiveParticipleForm .
-    ?masculineAnimateSingularPassiveParticipleForm ontolex:representation ?masculineAnimateSingularPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q54020116, wd:Q110786, wd:Q72249544 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineInanimateSingularPassiveParticipleForm .
-    ?masculineInanimateSingularPassiveParticipleForm ontolex:representation ?masculineInanimateSingularPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q52943434, wd:Q110786, wd:Q72249544 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterSingularPassiveParticipleForm .
-    ?neuterSingularPassiveParticipleForm ontolex:representation ?neuterSingularPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q110786, wd:Q72249544 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePluralPassiveParticipleForm .
-    ?femininePluralPassiveParticipleForm ontolex:representation ?femininePluralPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q72249544 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineAnimatePluralPassiveParticipleForm .
-    ?masculineAnimatePluralPassiveParticipleForm ontolex:representation ?masculineAnimatePluralPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q54020116, wd:Q146786, wd:Q72249544 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineInanimatePluralPassiveParticipleForm .
-    ?masculineInanimatePluralPassiveParticipleForm ontolex:representation ?masculineInanimatePluralPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q52943434, wd:Q146786, wd:Q72249544 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterPluralPassiveParticipleForm .
-    ?neuterPluralPassiveParticipleForm ontolex:representation ?neuterPluralPassiveParticiple ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q146786, wd:Q72249544 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Portuguese/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Portuguese/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Portuguese/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Portuguese/adjectives/query_adjectives.sparql
deleted file mode 100644
index d1e11cda1..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Portuguese/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,41 +0,0 @@
-# tool: scribe-data
-# All Portugese (Q5146) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?femininePlural
-  ?masculineSingular
-  ?masculinePlural
-  ?feminineSingular
-
-WHERE {
-  ?lexeme dct:language wd:Q5146 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineSingularForm .
-    ?feminineSingularForm ontolex:representation ?feminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineSingularForm .
-    ?masculineSingularForm ontolex:representation ?masculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePluralForm .
-    ?femininePluralForm ontolex:representation ?femininePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculinePluralForm .
-    ?masculinePluralForm ontolex:representation ?masculinePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Portuguese/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Portuguese/adverbs/query_adverbs.sparql
deleted file mode 100644
index 3828aceee..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Portuguese/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Portugese (Q5146) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q5146 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Portuguese/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Portuguese/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Portuguese/nouns/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Portuguese/nouns/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Portuguese/nouns/format_nouns.py b/src/scribe_data/wikidata/language_data_extraction/Portuguese/nouns/format_nouns.py
deleted file mode 100644
index 57e677f13..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Portuguese/nouns/format_nouns.py
+++ /dev/null
@@ -1,112 +0,0 @@
-"""
-Formats the Portuguese nouns queried from Wikidata using query_nouns.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import (
-    export_formatted_data,
-    load_queried_data,
-    map_genders,
-    order_annotations,
-)
-
-LANGUAGE = "Portuguese"
-DATA_TYPE = "nouns"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-nouns_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-nouns_formatted = {}
-
-for noun_vals in nouns_list:
-    if "singular" in noun_vals.keys():
-        if noun_vals["singular"] not in nouns_formatted:
-            nouns_formatted[noun_vals["singular"]] = {"plural": "", "form": ""}
-
-            if "gender" in noun_vals.keys():
-                nouns_formatted[noun_vals["singular"]]["form"] = map_genders(
-                    noun_vals["gender"]
-                )
-
-            if "plural" in noun_vals.keys():
-                nouns_formatted[noun_vals["singular"]]["plural"] = noun_vals["plural"]
-
-                if noun_vals["plural"] not in nouns_formatted:
-                    nouns_formatted[noun_vals["plural"]] = {
-                        "plural": "isPlural",
-                        "form": "PL",
-                    }
-
-                # Plural is same as singular.
-                else:
-                    nouns_formatted[noun_vals["singular"]]["plural"] = noun_vals[
-                        "plural"
-                    ]
-                    nouns_formatted[noun_vals["singular"]]["form"] = (
-                        nouns_formatted[noun_vals["singular"]]["form"] + "/PL"
-                    )
-
-        else:
-            if "gender" in noun_vals.keys():
-                if (
-                    nouns_formatted[noun_vals["singular"]]["form"]
-                    != noun_vals["gender"]
-                ):
-                    nouns_formatted[noun_vals["singular"]]["form"] += "/" + map_genders(
-                        noun_vals["gender"]
-                    )
-
-                elif nouns_formatted[noun_vals["singular"]]["gender"] == "":
-                    nouns_formatted[noun_vals["singular"]]["gender"] = map_genders(
-                        noun_vals["gender"]
-                    )
-
-    # Plural only noun.
-    elif "plural" in noun_vals.keys():
-        if noun_vals["plural"] not in nouns_formatted:
-            nouns_formatted[noun_vals["plural"]] = {"plural": "isPlural", "form": "PL"}
-
-        # Plural is same as singular.
-        else:
-            if "singular" in noun_vals.keys():
-                nouns_formatted[noun_vals["singular"]]["plural"] = noun_vals["plural"]
-                nouns_formatted[noun_vals["singular"]]["form"] = (
-                    nouns_formatted[noun_vals["singular"]]["form"] + "/PL"
-                )
-
-for k in nouns_formatted:
-    nouns_formatted[k]["form"] = order_annotations(nouns_formatted[k]["form"])
-
-nouns_formatted = collections.OrderedDict(sorted(nouns_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=nouns_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/Portuguese/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Portuguese/nouns/query_nouns.sparql
deleted file mode 100644
index 50fe44eae..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Portuguese/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,34 +0,0 @@
-# tool: scribe-data
-# All Portuguese (Q5146) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q5146 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Portuguese/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Portuguese/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 602bbdfde..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Portuguese/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,34 +0,0 @@
-# tool: scribe-data
-# All Portuguese (Q5146) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q5146 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Portuguese/verbs/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Portuguese/verbs/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Portuguese/verbs/format_verbs.py b/src/scribe_data/wikidata/language_data_extraction/Portuguese/verbs/format_verbs.py
deleted file mode 100644
index 62c8b99db..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Portuguese/verbs/format_verbs.py
+++ /dev/null
@@ -1,84 +0,0 @@
-"""
-Formats the Portuguese verbs queried from Wikidata using query_verbs.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import export_formatted_data, load_queried_data
-
-LANGUAGE = "Portuguese"
-DATA_TYPE = "verbs"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-verbs_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-verbs_formatted = {}
-
-all_conjugations = [
-    "presFPS",
-    "presSPS",
-    "presTPS",
-    "presFPP",
-    "presSPP",
-    "presTPP",
-    "perfFPS",
-    "perfSPS",
-    "perfTPS",
-    "perfFPP",
-    "perfSPP",
-    "perfTPP",
-    "impFPS",
-    "impSPS",
-    "impTPS",
-    "impFPP",
-    "impSPP",
-    "impTPP",
-    "fSimpFPS",
-    "fSimpSPS",
-    "fSimpTPS",
-    "fSimpFPP",
-    "fSimpSPP",
-    "fSimpTPP",
-]
-
-for verb_vals in verbs_list:
-    verbs_formatted[verb_vals["infinitive"]] = {}
-
-    for conj in all_conjugations:
-        if conj in verb_vals.keys():
-            verbs_formatted[verb_vals["infinitive"]][conj] = verb_vals[conj]
-        else:
-            verbs_formatted[verb_vals["infinitive"]][conj] = ""
-
-verbs_formatted = collections.OrderedDict(sorted(verbs_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=verbs_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/Portuguese/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Portuguese/verbs/query_verbs.sparql
deleted file mode 100644
index c66688f71..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Portuguese/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,198 +0,0 @@
-# tool: scribe-data
-# All Portuguese (Q5146) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?indicativePresentFirstPersonSingular
-  ?indicativePresentSecondPersonSingular
-  ?indicativePresentThirdPersonSingular
-  ?indicativePresentFirstPersonPlural
-  ?indicativePresentSecondPersonPlural
-  ?indicativePresentThirdPersonPlural
-  ?indicativePastPerfectFirstPersonSingular
-  ?indicativePastPerfectSecondPersonSingular
-  ?indicativePastPerfectThirdPersonSingular
-  ?indicativePastPerfectFirstPersonPlural
-  ?indicativePastPerfectSecondPersonPlural
-  ?indicativePastPerfectThirdPersonPlural
-  ?indicativePastImperfectFirstPersonSingular
-  ?indicativePastImperfectSecondPersonSingular
-  ?indicativePastImperfectThirdPersonSingular
-  ?indicativePastImperfectFirstPersonPlural
-  ?indicativePastImperfectSecondPersonPlural
-  ?indicativePastImperfectThirdPersonPlural
-  ?indicativePluperfectFirstPersonSingular
-  ?indicativePluperfectSecondPersonSingular
-  ?indicativePluperfectThirdPersonSingular
-  ?indicativePluperfectFirstPersonPlural
-  ?indicativePluperfectSecondPersonPlural
-  ?indicativePluperfectThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q5146 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Infinitive
-
-  VALUES ?infTypes { wd:Q179230 wd:Q64003131 }
-
-  ?lexeme ontolex:lexicalForm ?infinitiveForm .
-  ?infinitiveForm ontolex:representation ?infinitive ;
-    wikibase:grammaticalFeature ?infTypes ;
-
-  VALUES ?perfectTypes { wd:Q23663136 wd:Q64005357 }
-
-  # MARK: Present
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentFirstPersonSingularForm .
-    ?indicativePresentFirstPersonSingularForm ontolex:representation ?indicativePresentFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentSecondPersonSingularForm .
-    ?indicativePresentSecondPersonSingularForm ontolex:representation ?indicativePresentSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentThirdPersonSingularForm .
-    ?indicativePresentThirdPersonSingularForm ontolex:representation ?indicativePresentThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentFirstPersonPluralForm .
-    ?indicativePresentFirstPersonPluralForm ontolex:representation ?indicativePresentFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentSecondPersonPluralForm .
-    ?indicativePresentSecondPersonPluralForm ontolex:representation ?indicativePresentSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentThirdPersonPluralForm .
-    ?indicativePresentThirdPersonPluralForm ontolex:representation ?indicativePresentThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  # MARK: Past Perfect
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastPerfectFirstPersonSingularForm .
-    ?indicativePastPerfectFirstPersonSingularForm ontolex:representation ?indicativePastPerfectFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q682111, wd:Q64005357 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastPerfectSecondPersonSingularForm .
-    ?indicativePastPerfectSecondPersonSingularForm ontolex:representation ?indicativePastPerfectSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q682111, wd:Q64005357 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastPerfectThirdPersonSingularForm .
-    ?indicativePastPerfectThirdPersonSingularForm ontolex:representation ?indicativePastPerfectThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q682111, wd:Q64005357 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastPerfectFirstPersonPluralForm .
-    ?indicativePastPerfectFirstPersonPluralForm ontolex:representation ?indicativePastPerfectFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q682111, wd:Q64005357 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastPerfectSecondPersonPluralForm .
-    ?indicativePastPerfectSecondPersonPluralForm ontolex:representation ?indicativePastPerfectSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q682111, wd:Q64005357 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastPerfectThirdPersonPluralForm .
-    ?indicativePastPerfectThirdPersonPluralForm ontolex:representation ?indicativePastPerfectThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q682111, wd:Q64005357 .
-  }
-
-  # MARK: Past Imperfect
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastImperfectFirstPersonSingularForm .
-    ?indicativePastImperfectFirstPersonSingularForm ontolex:representation ?indicativePastImperfectFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q682111, wd:Q12547192 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastImperfectSecondPersonSingularForm .
-    ?indicativePastImperfectSecondPersonSingularForm ontolex:representation ?indicativePastImperfectSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q682111, wd:Q12547192 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastImperfectThirdPersonSingularForm .
-    ?indicativePastImperfectThirdPersonSingularForm ontolex:representation ?indicativePastImperfectThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q682111, wd:Q12547192 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastImperfectFirstPersonPluralForm .
-    ?indicativePastImperfectFirstPersonPluralForm ontolex:representation ?indicativePastImperfectFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q682111, wd:Q12547192 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastImperfectSecondPersonPluralForm .
-    ?indicativePastImperfectSecondPersonPluralForm ontolex:representation ?indicativePastImperfectSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q682111, wd:Q12547192 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastImperfectThirdPersonPluralForm .
-    ?indicativePastImperfectThirdPersonPluralForm ontolex:representation ?indicativePastImperfectThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q682111, wd:Q12547192 .
-  }
-
-  # MARK: Future Simple
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePluperfectFirstPersonSingularForm .
-    ?indicativePluperfectFirstPersonSingularForm ontolex:representation ?indicativePluperfectFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q623742, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePluperfectSecondPersonSingularForm .
-    ?indicativePluperfectSecondPersonSingularForm ontolex:representation ?indicativePluperfectSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q623742, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePluperfectThirdPersonSingularForm .
-    ?indicativePluperfectThirdPersonSingularForm ontolex:representation ?indicativePluperfectThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q623742, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePluperfectFirstPersonPluralForm .
-    ?indicativePluperfectFirstPersonPluralForm ontolex:representation ?indicativePluperfectFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q623742, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePluperfectSecondPersonPluralForm .
-    ?indicativePluperfectSecondPersonPluralForm ontolex:representation ?indicativePluperfectSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q623742, wd:Q682111 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePluperfectThirdPersonPluralForm .
-    ?indicativePluperfectThirdPersonPluralForm ontolex:representation ?indicativePluperfectThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q623742, wd:Q682111 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Punjabi/Gurmukhi/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Punjabi/Gurmukhi/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Punjabi/Gurmukhi/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Punjabi/Gurmukhi/nouns/query_nouns.sparql
deleted file mode 100644
index dcdad92af..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Punjabi/Gurmukhi/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,38 +0,0 @@
-# tool: scribe-data
-# All Gurmukhi (from Punjabi Q58635) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "pa" to select Gurmukhi words.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q58635 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?singular .
-    FILTER(lang(?singular) = "pa")
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-      FILTER(lang(?plural) = "pa")
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Punjabi/Gurmukhi/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Punjabi/Gurmukhi/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 3027ba33b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Punjabi/Gurmukhi/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,38 +0,0 @@
-# tool: scribe-data
-# All Gurmukhi (from Punjabi Q58635) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "pa" to select Gurmukhi words.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q58635 ;
-    wikibase:lexicalCategory wd:Q147276;
-    wikibase:lemma ?singular .
-    FILTER(lang(?singular) = "pa")
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-      FILTER(lang(?plural) = "pa")
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Punjabi/Gurmukhi/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Punjabi/Gurmukhi/verbs/query_verbs.sparql
deleted file mode 100644
index 48ea8499f..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Punjabi/Gurmukhi/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,16 +0,0 @@
-# tool: scribe-data
-# All Gurmukhi (from Punjabi Q58635) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "pa" to select Gurmukhi words.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q58635 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-    FILTER(lang(?verb) = "pa")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Punjabi/Shahmukhi/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Punjabi/Shahmukhi/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Punjabi/Shahmukhi/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Punjabi/Shahmukhi/nouns/query_nouns.sparql
deleted file mode 100644
index 107d7e513..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Punjabi/Shahmukhi/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,39 +0,0 @@
-# tool: scribe-data
-# All Shahmukhi (from Punjabi Q58635) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "pnb" to select Shahmukhi words.
-
-SELECT
-  ?lexeme
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q58635 ;   # Punjabi (Q58635)
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?singular .
-    FILTER(lang(?singular) = "pnb")
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-      FILTER(lang(?plural) = "pnb")
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Punjabi/Shahmukhi/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Punjabi/Shahmukhi/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index aef337511..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Punjabi/Shahmukhi/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,39 +0,0 @@
-# tool: scribe-data
-# All Shahmukhi (from Punjabi Q58635) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "pnb" to select Shahmukhi words.
-
-SELECT
-  ?lexeme
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q58635 ;   # Punjabi (Q58635)
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?singular .
-    FILTER(lang(?singular) = "pnb")
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-      FILTER(lang(?plural) = "pnb")
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Punjabi/Shahmukhi/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Punjabi/Shahmukhi/verbs/query_verbs.sparql
deleted file mode 100644
index e838d5f1c..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Punjabi/Shahmukhi/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,16 +0,0 @@
-# tool: scribe-data
-# All Shahmukhi (from Punjabi Q58635) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: We need to filter for "pnb" to select Shahmukhi words.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q58635 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-    FILTER(lang(?verb) = "pnb")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Russian/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Russian/adjectives/query_adjectives.sparql
deleted file mode 100644
index d5bd7994c..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Russian/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,243 +0,0 @@
-# tool: scribe-data
-# All Russian (Q7737) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?nominativeFeminineSingular
-  ?nominativeMasculineSingular
-  ?nominativeNeuterSingular
-  ?nominativePlural
-
-  ?genitiveFeminineSingular
-  ?genitiveMasculineSingular
-  ?genitiveNeuterSingular
-  ?genitivePlural
-
-  ?dativeFeminineSingular
-  ?dativeMasculineSingular
-  ?dativeNeuterSingular
-  ?dativePlural
-
-  ?accusativeFeminineAnimateSingular
-  ?accusativeMasculineAnimateSingular
-  ?accusativeAnimateNeuterSingular
-  ?accusativeAnimatePlural
-  ?accusativeInanimateSingular
-  ?accusativeInanimatePlural
-
-  ?instrumentalFeminineSingular
-  ?instrumentalMasculineSingular
-  ?instrumentalNeuterSingular
-  ?instrumentalPlural
-
-  ?prepositionalFeminineSingular
-  ?prepositionalMasculineSingular
-  ?prepositionalNeuterSingular
-  ?prepositionalPlural
-
-  ?feminineSingularShort
-  ?masculineSingularShort
-  ?neuterSingularShort
-  ?pluralShort
-
-WHERE {
-  ?lexeme dct:language wd:Q7737 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Nominative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeFeminineSingularForm .
-    ?nominativeFeminineSingularForm ontolex:representation ?nominativeFeminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q131105, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeMasculineSingularForm .
-    ?nominativeMasculineSingularForm ontolex:representation ?nominativeMasculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q131105, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeNeuterSingularForm .
-    ?nominativeNeuterSingularForm ontolex:representation ?nominativeNeuterSingular ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q131105, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Genitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveFeminineSingularForm .
-    ?genitiveFeminineSingularForm ontolex:representation ?genitiveFeminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146233, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveMasculineSingularForm .
-    ?genitiveMasculineSingularForm ontolex:representation ?genitiveMasculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146233, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveNeuterSingularForm .
-    ?genitiveNeuterSingularForm ontolex:representation ?genitiveNeuterSingular ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q146233, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitivePluralForm .
-    ?genitivePluralForm ontolex:representation ?genitivePlural ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q146786 .
-  }
-
-  # MARK: Dative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?dativeFeminineSingularForm .
-    ?dativeFeminineSingularForm ontolex:representation ?dativeFeminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q145599, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?dativeMasculineSingularForm .
-    ?dativeMasculineSingularForm ontolex:representation ?dativeMasculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q145599, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?dativeNeuterSingularForm .
-    ?dativeNeuterSingularForm ontolex:representation ?dativeNeuterSingular ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q145599, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?dativePluralForm .
-    ?dativePluralForm ontolex:representation ?dativePlural ;
-      wikibase:grammaticalFeature wd:Q145599, wd:Q146786 .
-  }
-
-  # MARK: Accusative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeFeminineAnimateSingularForm .
-    ?accusativeFeminineAnimateSingularForm ontolex:representation ?accusativeFeminineAnimateSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q51927507, wd:Q146078, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeMasculineAnimateSingularForm .
-    ?accusativeMasculineAnimateSingularForm ontolex:representation ?accusativeMasculineAnimateSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q51927507, wd:Q146078, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeAnimateNeuterSingularForm .
-    ?accusativeAnimateNeuterSingularForm ontolex:representation ?accusativeAnimateNeuterSingular ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q51927507, wd:Q146078, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeAnimatePluralForm .
-    ?accusativeAnimatePluralForm ontolex:representation ?accusativeAnimatePlural ;
-      wikibase:grammaticalFeature wd:Q51927507, wd:Q146078, wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeInanimateSingularForm .
-    ?accusativeInanimateSingularForm ontolex:representation ?accusativeInanimateSingular ;
-      wikibase:grammaticalFeature wd:Q51927539, wd:Q146078, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeInanimatePluralForm .
-    ?accusativeInanimatePluralForm ontolex:representation ?accusativeInanimatePlural ;
-      wikibase:grammaticalFeature wd:Q51927539, wd:Q146078, wd:Q146786 .
-  }
-
-  # MARK: Instrumental
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?instrumentalFeminineSingularForm .
-    ?instrumentalFeminineSingularForm ontolex:representation ?instrumentalFeminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q192997, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?instrumentalMasculineSingularForm .
-    ?instrumentalMasculineSingularForm ontolex:representation ?instrumentalMasculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q192997, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?instrumentalNeuterSingularForm .
-    ?instrumentalNeuterSingularForm ontolex:representation ?instrumentalNeuterSingular ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q192997, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?instrumentalPluralForm .
-    ?instrumentalPluralForm ontolex:representation ?instrumentalPlural ;
-      wikibase:grammaticalFeature wd:Q192997, wd:Q146786 .
-  }
-
-  # MARK: Prepositional
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?prepositionalFeminineSingularForm .
-    ?prepositionalFeminineSingularForm ontolex:representation ?prepositionalFeminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q2114906, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?prepositionalMasculineSingularForm .
-    ?prepositionalMasculineSingularForm ontolex:representation ?prepositionalMasculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q2114906, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?prepositionalNeuterSingularForm .
-    ?prepositionalNeuterSingularForm ontolex:representation ?prepositionalNeuterSingular ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q2114906, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?prepositionalPluralForm .
-    ?prepositionalPluralForm ontolex:representation ?prepositionalPlural ;
-      wikibase:grammaticalFeature wd:Q2114906, wd:Q146786 .
-  }
-
-  # MARK: Short
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineSingularShortForm .
-    ?feminineSingularShortForm ontolex:representation ?feminineSingularShort ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q4239848, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineSingularShortForm .
-    ?masculineSingularShortForm ontolex:representation ?masculineSingularShort ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q4239848, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterSingularShortForm .
-    ?neuterSingularShortForm ontolex:representation ?neuterSingularShort ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q4239848, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralShortForm .
-    ?pluralShortForm ontolex:representation ?pluralShort ;
-      wikibase:grammaticalFeature wd:Q4239848, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Russian/adverbs/query_adverbs.sparql
deleted file mode 100644
index 3e6d4e4ca..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Russian/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Russian (Q7737) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q7737 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Russian/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/nouns/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Russian/nouns/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/nouns/format_nouns.py b/src/scribe_data/wikidata/language_data_extraction/Russian/nouns/format_nouns.py
deleted file mode 100644
index 3a9bf425f..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Russian/nouns/format_nouns.py
+++ /dev/null
@@ -1,173 +0,0 @@
-"""
-Formats the Russian nouns queried from Wikidata using query_nouns.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import (
-    export_formatted_data,
-    load_queried_data,
-    map_genders,
-    order_annotations,
-)
-
-LANGUAGE = "Russian"
-DATA_TYPE = "nouns"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-nouns_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-nouns_formatted = {}
-
-for noun_vals in nouns_list:
-    if "nomSingular" in noun_vals.keys():
-        if noun_vals["nomSingular"] not in nouns_formatted:
-            # Get plural and gender.
-            if "nomPlural" in noun_vals.keys() and "gender" in noun_vals.keys():
-                nouns_formatted[noun_vals["nomSingular"]] = {
-                    "plural": noun_vals["nomPlural"],
-                    "form": map_genders(noun_vals["gender"]),
-                }
-
-                # Assign plural as a new entry after checking if it's its own plural.
-                if noun_vals["nomPlural"] not in nouns_formatted:
-                    if noun_vals["nomSingular"] != noun_vals["nomPlural"]:
-                        nouns_formatted[noun_vals["nomPlural"]] = {
-                            "plural": "isPlural",
-                            "form": "PL",
-                        }
-
-                    else:
-                        nouns_formatted[noun_vals["nomPlural"]] = {
-                            "plural": noun_vals["nomPlural"],
-                            "form": "PL",
-                        }
-                else:
-                    # Mark plural as a possible form if it isn't already.
-                    if (
-                        "PL" not in nouns_formatted[noun_vals["nomPlural"]]["form"]
-                        and nouns_formatted[noun_vals["nomPlural"]]["form"] != ""
-                    ):
-                        nouns_formatted[noun_vals["nomPlural"]]["form"] = (
-                            nouns_formatted[noun_vals["nomPlural"]]["form"] + "/PL"
-                        )
-
-                    elif nouns_formatted[noun_vals["nomPlural"]]["form"] == "":
-                        nouns_formatted[noun_vals["nomPlural"]]["form"] = "PL"
-
-                    # Assign itself as a plural if possible (maybe wasn't for prior versions).
-                    if noun_vals["nomSingular"] == noun_vals["nomPlural"]:
-                        nouns_formatted[noun_vals["nomPlural"]]["plural"] = noun_vals[
-                            "nomPlural"
-                        ]
-
-            # Get plural and assign it as a noun.
-            elif "nomPlural" in noun_vals.keys() and "gender" not in noun_vals.keys():
-                nouns_formatted[noun_vals["nomSingular"]] = {
-                    "plural": noun_vals["nomPlural"],
-                    "form": "",
-                }
-
-                # Assign plural as a new entry after checking if it's its own plural.
-                if noun_vals["nomPlural"] not in nouns_formatted:
-                    if noun_vals["nomSingular"] != noun_vals["nomPlural"]:
-                        nouns_formatted[noun_vals["nomPlural"]] = {
-                            "plural": "isPlural",
-                            "form": "PL",
-                        }
-
-                    else:
-                        nouns_formatted[noun_vals["nomPlural"]] = {
-                            "plural": noun_vals["nomPlural"],
-                            "form": "PL",
-                        }
-                else:
-                    # Mark plural as a possible form if it isn't already.
-                    if (
-                        "PL" not in nouns_formatted[noun_vals["nomPlural"]]["form"]
-                        and nouns_formatted[noun_vals["nomPlural"]]["form"] != "noForm"
-                    ):
-                        nouns_formatted[noun_vals["nomPlural"]]["form"] = (
-                            nouns_formatted[noun_vals["nomPlural"]]["form"] + "/PL"
-                        )
-
-                    elif nouns_formatted[noun_vals["nomPlural"]]["form"] == "noForm":
-                        nouns_formatted[noun_vals["nomPlural"]]["form"] = "PL"
-
-                    # Assign itself as a plural if possible (maybe wasn't for prior versions).
-                    if noun_vals["nomSingular"] == noun_vals["nomPlural"]:
-                        nouns_formatted[noun_vals["nomPlural"]]["plural"] = noun_vals[
-                            "nomPlural"
-                        ]
-
-            elif "nomPlural" not in noun_vals.keys() and "gender" in noun_vals.keys():
-                nouns_formatted[noun_vals["nomSingular"]] = {
-                    "plural": "noPlural",
-                    "form": map_genders(noun_vals["gender"]),
-                }
-
-        # The nomSingular already exists - there might be another gender of it for a different meaning.
-        else:
-            if (
-                "gender" in noun_vals.keys()
-                and nouns_formatted[noun_vals["nomSingular"]]["form"]
-                != noun_vals["gender"]
-            ):
-                nouns_formatted[noun_vals["nomSingular"]]["form"] += "/" + map_genders(
-                    noun_vals["gender"]
-                )
-
-    elif "nomPlural" in noun_vals.keys():
-        if noun_vals["nomPlural"] not in nouns_formatted:
-            nouns_formatted[noun_vals["nomPlural"]] = {
-                "plural": "isPlural",
-                "form": "PL",
-            }
-        else:
-            # Mark plural as a possible form if it isn't already.
-            if (
-                "PL" not in nouns_formatted[noun_vals["nomPlural"]]["form"]
-                and nouns_formatted[noun_vals["nomPlural"]]["form"] != "noForm"
-            ):
-                nouns_formatted[noun_vals["nomPlural"]]["form"] = (
-                    nouns_formatted[noun_vals["nomPlural"]]["form"] + "/PL"
-                )
-
-            elif nouns_formatted[noun_vals["nomPlural"]]["form"] == "noForm":
-                nouns_formatted[noun_vals["nomPlural"]]["form"] = "PL"
-
-for k in nouns_formatted:
-    nouns_formatted[k]["form"] = order_annotations(nouns_formatted[k]["form"])
-
-nouns_formatted = collections.OrderedDict(sorted(nouns_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=nouns_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Russian/nouns/query_nouns.sparql
deleted file mode 100644
index d79ced8c1..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Russian/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,41 +0,0 @@
-# tool: scribe-data
-# All Russian (Q7737) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?nominativePlural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q7737 ;
-    wikibase:lexicalCategory wd:Q1084 .
-
-  # MARK: Nominative Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeSingularForm .
-    ?nominativeSingularForm ontolex:representation ?nominativeSingular ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q110786 .
-  }
-
-  # MARK: Nominative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/prepositions/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Russian/prepositions/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/prepositions/format_prepositions.py b/src/scribe_data/wikidata/language_data_extraction/Russian/prepositions/format_prepositions.py
deleted file mode 100644
index a5d606805..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Russian/prepositions/format_prepositions.py
+++ /dev/null
@@ -1,68 +0,0 @@
-"""
-Formats the Russian prepositions queried from Wikidata using query_prepositions.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import (
-    export_formatted_data,
-    load_queried_data,
-    map_cases,
-    order_annotations,
-)
-
-LANGUAGE = "Russian"
-DATA_TYPE = "prepositions"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-prepositions_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-prepositions_formatted = {}
-
-for prep_vals in prepositions_list:
-    if "preposition" in prep_vals.keys() and "case" in prep_vals.keys():
-        if prep_vals["preposition"] not in prepositions_formatted:
-            prepositions_formatted[prep_vals["preposition"]] = map_cases(
-                prep_vals["case"]
-            )
-
-        else:
-            prepositions_formatted[prep_vals["preposition"]] += "/" + map_cases(
-                prep_vals["case"]
-            )
-
-for k in prepositions_formatted:
-    prepositions_formatted[k] = order_annotations(prepositions_formatted[k])
-
-prepositions_formatted = collections.OrderedDict(sorted(prepositions_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=prepositions_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Russian/prepositions/query_prepositions.sparql
deleted file mode 100644
index dd2bbb9af..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Russian/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,26 +0,0 @@
-# tool: scribe-data
-# All Russian (Q7737) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-  ?case
-
-WHERE {
-  ?lexeme dct:language wd:Q7737 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?lemma .
-
-  # MARK: Corresponding Case
-
-  OPTIONAL {
-    ?lexeme wdt:P5713 ?caseForm .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?lemma rdfs:label ?preposition .
-    ?caseForm rdfs:label ?case .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Russian/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 2f0e79f82..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Russian/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,41 +0,0 @@
-# tool: scribe-data
-# All Russian (Q7737) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?nominativePlural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q7737 ;
-    wikibase:lexicalCategory wd:Q147276 .
-
-  # MARK: Nominative Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeSingularForm .
-    ?nominativeSingularForm ontolex:representation ?nominativeSingular ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q110786 .
-  }
-
-  # MARK: Nominative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/verbs/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Russian/verbs/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/verbs/format_verbs.py b/src/scribe_data/wikidata/language_data_extraction/Russian/verbs/format_verbs.py
deleted file mode 100644
index 31df22977..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Russian/verbs/format_verbs.py
+++ /dev/null
@@ -1,70 +0,0 @@
-"""
-Formats the Russian verbs queried from Wikidata using query_verbs.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import export_formatted_data, load_queried_data
-
-LANGUAGE = "Russian"
-DATA_TYPE = "verbs"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-verbs_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-verbs_formatted = {}
-
-all_conjugations = [
-    "presFPS",
-    "presSPS",
-    "presTPS",
-    "presFPP",
-    "presSPP",
-    "presTPP",
-    "pastFeminine",
-    "pastMasculine",
-    "pastNeutral",
-    "pastPlural",
-]
-
-for verb_vals in verbs_list:
-    verbs_formatted[verb_vals["infinitive"]] = {}
-
-    for conj in all_conjugations:
-        if conj in verb_vals.keys():
-            verbs_formatted[verb_vals["infinitive"]][conj] = verb_vals[conj]
-        else:
-            verbs_formatted[verb_vals["infinitive"]][conj] = ""
-
-verbs_formatted = collections.OrderedDict(sorted(verbs_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=verbs_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Russian/verbs/query_verbs.sparql
deleted file mode 100644
index 76edcb08d..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Russian/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,98 +0,0 @@
-# tool: scribe-data
-# All Russian (Q7737) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?indicativePresentFirstPersonSingular
-  ?indicativePresentSecondPersonSingular
-  ?indicativePresentThirdPersonSingular
-  ?indicativePresentFirstPersonPlural
-  ?indicativePresentSecondPersonPlural
-  ?indicativePresentThirdPersonPlural
-  ?feminineIndicativePast
-  ?masculineIndicativePast
-  ?neuterIndicativePast
-  ?indicativePastPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q7737 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Infinitive
-
-  ?lexeme ontolex:lexicalForm ?infinitiveForm .
-  ?infinitiveForm ontolex:representation ?infinitive ;
-    wikibase:grammaticalFeature wd:Q179230 .
-
-  # MARK: Present
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentFirstPersonSingularForm .
-    ?indicativePresentFirstPersonSingularForm ontolex:representation ?indicativePresentFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentSecondPersonSingularForm .
-    ?indicativePresentSecondPersonSingularForm ontolex:representation ?indicativePresentSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentThirdPersonSingularForm .
-    ?indicativePresentThirdPersonSingularForm ontolex:representation ?indicativePresentThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentFirstPersonPluralForm .
-    ?indicativePresentFirstPersonPluralForm ontolex:representation ?indicativePresentFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentSecondPersonPluralForm .
-    ?indicativePresentSecondPersonPluralForm ontolex:representation ?indicativePresentSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentThirdPersonPluralForm .
-    ?indicativePresentThirdPersonPluralForm ontolex:representation ?indicativePresentThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  # MARK: Past Feminine
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineIndicativePastForm .
-    ?feminineIndicativePastForm ontolex:representation ?feminineIndicativePast ;
-      wikibase:grammaticalFeature wd:Q682111, wd:Q1994301, wd:Q1775415 .
-  }
-
-  # MARK: Past Masculine
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineIndicativePastForm .
-    ?masculineIndicativePastForm ontolex:representation ?masculineIndicativePast ;
-      wikibase:grammaticalFeature wd:Q682111, wd:Q1994301, wd:Q499327 .
-  }
-
-  # MARK: Past Neutral
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?neuterIndicativePastForm .
-    ?neuterIndicativePastForm ontolex:representation ?neuterIndicativePast ;
-      wikibase:grammaticalFeature wd:Q682111, wd:Q1994301, wd:Q1775461 .
-  }
-
-  # MARK: Past Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePastPluralForm .
-    ?indicativePastPluralForm ontolex:representation ?indicativePastPlural ;
-      wikibase:grammaticalFeature wd:Q146786, wd:Q682111, wd:Q1994301 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Sami/Northern/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Sami/Northern/adjectives/query_adjectives.sparql
deleted file mode 100644
index 769799438..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Sami/Northern/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Northern Sami(Q33947) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q33947 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Sami/Northern/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Sami/Northern/adverbs/query_adverbs.sparql
deleted file mode 100644
index f2d484928..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Sami/Northern/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Northern Sami(Q33947) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q33947 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Sami/Northern/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Sami/Northern/nouns/query_nouns.sparql
deleted file mode 100644
index 24205204e..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Sami/Northern/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,123 +0,0 @@
-# tool: scribe-data
-# All Northern Sami(Q33947) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT DISTINCT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?nominativePlural
-  ?genitiveSingular
-  ?genitivePlural
-  ?dativeSingular
-  ?dativePlural
-  ?accusativeSingular
-  ?accusativePlural
-  ?instrumentalSingular
-  ?instrumentalPlural
-  ?locativeSingular
-  ?locativePlural
-  ?vocativeSingular
-  ?vocativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q33947 ;
-    wikibase:lexicalCategory wd:Q1084 .
-
-  # MARK: Nominative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeSingularForm .
-    ?nominativeSingularForm ontolex:representation ?nominativeSingular ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Genitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveSingularForm .
-    ?genitiveSingularForm ontolex:representation ?genitiveSingular ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitivePluralForm .
-    ?genitivePluralForm ontolex:representation ?genitivePlural ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q146786 .
-  }
-
-  # MARK: Dative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?dativeSingularForm .
-    ?dativeSingularForm ontolex:representation ?dativeSingular ;
-      wikibase:grammaticalFeature wd:Q145599, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?dativePluralForm .
-    ?dativePluralForm ontolex:representation ?dativePlural ;
-      wikibase:grammaticalFeature wd:Q145599, wd:Q146786 .
-  }
-
-  # MARK: Accusative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeSingularForm .
-    ?accusativeSingularForm ontolex:representation ?accusativeSingular ;
-      wikibase:grammaticalFeature wd:Q146078, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativePluralForm .
-    ?accusativePluralForm ontolex:representation ?accusativePlural ;
-      wikibase:grammaticalFeature wd:Q146078, wd:Q146786 .
-  }
-
-  # MARK: Instrumental
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?instrumentalSingularForm .
-    ?instrumentalSingularForm ontolex:representation ?instrumentalSingular ;
-      wikibase:grammaticalFeature wd:Q192997, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?instrumentalPluralForm .
-    ?instrumentalPluralForm ontolex:representation ?instrumentalPlural ;
-      wikibase:grammaticalFeature wd:Q192997, wd:Q146786 .
-  }
-
-  # MARK: Locative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?locativeSingularForm .
-    ?locativeSingularForm ontolex:representation ?locativeSingular ;
-      wikibase:grammaticalFeature wd:Q202142, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?locativePluralForm .
-    ?locativePluralForm ontolex:representation ?locativePlural ;
-      wikibase:grammaticalFeature wd:Q202142, wd:Q146786 .
-  }
-
-  # MARK: Vocative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?vocativeSingularForm .
-    ?vocativeSingularForm ontolex:representation ?vocativeSingular ;
-      wikibase:grammaticalFeature wd:Q185077, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?vocativePluralForm .
-    ?vocativePluralForm ontolex:representation ?vocativePlural ;
-      wikibase:grammaticalFeature wd:Q185077, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Sami/Northern/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Sami/Northern/verbs/query_verbs.sparql
deleted file mode 100644
index 1c7d36de6..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Sami/Northern/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Northern Sami(Q33947) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q33947 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives.sparql
deleted file mode 100644
index 5a87d0ca8..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Slovak (Q9058) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q9058 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_1.sparql
deleted file mode 100644
index 07e33cf6c..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_1.sparql
+++ /dev/null
@@ -1,50 +0,0 @@
-# tool: scribe-data
-# All Slovak (Q9058) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?nominativeFeminineSingularPositive
-  ?nominativeMasculineSingularPositive
-  ?nominativeNeuterSingularPositive
-  ?nominativeMasculinePersonalPluralPositive
-  ?nominativeNotMasculinePersonalPluralPositive
-
-WHERE {
-  ?lexeme dct:language wd:Q9058;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Nominative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeFeminineSingularPositiveForm .
-    ?nominativeFeminineSingularPositiveForm ontolex:representation ?nominativeFeminineSingularPositive ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q131105, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeMasculineSingularPositiveForm .
-    ?nominativeMasculineSingularPositiveForm ontolex:representation ?nominativeMasculineSingularPositive ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q131105, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeNeuterSingularPositiveForm .
-    ?nominativeNeuterSingularPositiveForm ontolex:representation ?nominativeNeuterSingularPositive ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q131105, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeMasculinePersonalPluralPositiveForm .
-    ?nominativeMasculinePersonalPluralPositiveForm ontolex:representation ?nominativeMasculinePersonalPluralPositive ;
-      wikibase:grammaticalFeature wd:Q27918551, wd:Q131105, wd:Q146786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeNotMasculinePersonalPluralPositiveForm .
-    ?nominativeNotMasculinePersonalPluralPositiveForm ontolex:representation ?nominativeNotMasculinePersonalPluralPositive ;
-      wikibase:grammaticalFeature wd:Q54152717, wd:Q131105, wd:Q146786, wd:Q3482678 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_2.sparql
deleted file mode 100644
index abbc667cd..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_2.sparql
+++ /dev/null
@@ -1,43 +0,0 @@
-# tool: scribe-data
-# All Slovak (Q9058) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?genitiveFeminineSingularPositive
-  ?genitiveMasculineSingularPositive
-  ?genitiveNeuterSingularPositive
-  ?genitivePluralPositive
-
-WHERE {
-  ?lexeme dct:language wd:Q9058;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Genitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveFeminineSingularPositiveForm .
-    ?genitiveFeminineSingularPositiveForm ontolex:representation ?genitiveFeminineSingularPositive ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146233, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveMasculineSingularPositiveForm .
-    ?genitiveMasculineSingularPositiveForm ontolex:representation ?genitiveMasculineSingularPositive ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146233, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveNeuterSingularPositiveForm .
-    ?genitiveNeuterSingularPositiveForm ontolex:representation ?genitiveNeuterSingularPositive ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q146233, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitivePluralPositiveForm .
-    ?genitivePluralPositiveForm ontolex:representation ?genitivePluralPositive ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q146786, wd:Q3482678 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_3.sparql
deleted file mode 100644
index a1b8e1dc3..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_3.sparql
+++ /dev/null
@@ -1,43 +0,0 @@
-# tool: scribe-data
-# All Slovak (Q9058) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?dativeFeminineSingularPositive
-  ?dativeMasculineSingularPositive
-  ?dativeNeuterSingularPositive
-  ?dativePluralPositive
-
-WHERE {
-  ?lexeme dct:language wd:Q9058;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Dative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?dativeFeminineSingularPositiveForm .
-    ?dativeFeminineSingularPositiveForm ontolex:representation ?dativeFeminineSingularPositive ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q145599, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?dativeMasculineSingularPositiveForm .
-    ?dativeMasculineSingularPositiveForm ontolex:representation ?dativeMasculineSingularPositive ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q145599, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?dativeNeuterSingularPositiveForm .
-    ?dativeNeuterSingularPositiveForm ontolex:representation ?dativeNeuterSingularPositive ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q145599, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?dativePluralPositiveForm .
-    ?dativePluralPositiveForm ontolex:representation ?dativePluralPositive ;
-      wikibase:grammaticalFeature wd:Q145599, wd:Q146786, wd:Q3482678 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_4.sparql b/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_4.sparql
deleted file mode 100644
index 91ea51b0c..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_4.sparql
+++ /dev/null
@@ -1,57 +0,0 @@
-# tool: scribe-data
-# All Slovak (Q9058) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?accusativeFeminineSingularPositive
-  ?accusativeMasculineAnimateSingularPositive
-  ?accusativeMasculineInanimateSingularPositive
-  ?accusativeNeuterSingularPositive
-  ?accusativeMasculinePersonalPluralPositive
-  ?accusativeNotMasculinePersonalPluralPositive
-
-WHERE {
-  ?lexeme dct:language wd:Q9058;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Accustive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeFeminineSingularPositiveForm .
-    ?accusativeFeminineSingularPositiveForm ontolex:representation ?accusativeFeminineSingularPositive ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146078, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeMasculineAnimateSingularPositiveForm .
-    ?accusativeMasculineAnimateSingularPositiveForm ontolex:representation ?accusativeMasculineAnimateSingularPositive ;
-      wikibase:grammaticalFeature wd:Q54020116, wd:Q146078, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeMasculineInanimateSingularPositiveForm .
-    ?accusativeMasculineInanimateSingularPositiveForm ontolex:representation ?accusativeMasculineInanimateSingularPositive ;
-      wikibase:grammaticalFeature wd:Q52943434, wd:Q146078, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeNeuterSingularPositiveForm .
-    ?accusativeNeuterSingularPositiveForm ontolex:representation ?accusativeNeuterSingularPositive ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q146078, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeMasculinePersonalPluralPositiveForm .
-    ?accusativeMasculinePersonalPluralPositiveForm ontolex:representation ?accusativeMasculinePersonalPluralPositive ;
-      wikibase:grammaticalFeature wd:Q27918551, wd:Q146078, wd:Q146786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeNotMasculinePersonalPluralPositiveForm .
-    ?accusativeNotMasculinePersonalPluralPositiveForm ontolex:representation ?accusativeNotMasculinePersonalPluralPositive ;
-      wikibase:grammaticalFeature wd:Q54152717, wd:Q146078, wd:Q146786, wd:Q3482678 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_5.sparql b/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_5.sparql
deleted file mode 100644
index d404c2185..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_5.sparql
+++ /dev/null
@@ -1,43 +0,0 @@
-# tool: scribe-data
-# All Slovak (Q9058) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?locativeFeminineSingularPositive
-  ?locativeMasculineSingularPositive
-  ?locativeNeuterSingularPositive
-  ?locativePluralPositive
-
-WHERE {
-  ?lexeme dct:language wd:Q9058;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Locative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?locativeFeminineSingularPositiveForm .
-    ?locativeFeminineSingularPositiveForm ontolex:representation ?locativeFeminineSingularPositive ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q202142, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?locativeMasculineSingularPositiveForm .
-    ?locativeMasculineSingularPositiveForm ontolex:representation ?locativeMasculineSingularPositive ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q202142, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?locativeNeuterSingularPositiveForm .
-    ?locativeNeuterSingularPositiveForm ontolex:representation ?locativeNeuterSingularPositive ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q202142, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?locativePluralPositiveForm .
-    ?locativePluralPositiveForm ontolex:representation ?locativePluralPositive ;
-      wikibase:grammaticalFeature wd:Q202142, wd:Q146786, wd:Q3482678 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_6.sparql b/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_6.sparql
deleted file mode 100644
index f7d029f39..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Slovak/adjectives/query_adjectives_6.sparql
+++ /dev/null
@@ -1,43 +0,0 @@
-# tool: scribe-data
-# All Slovak (Q9058) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?instrumentalFeminineSingularPositive
-  ?instrumentalMasculineSingularPositive
-  ?instrumentalNeuterSingularPositive
-  ?instrumentalPluralPositive
-
-WHERE {
-  ?lexeme dct:language wd:Q9058;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Instrumental
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?instrumentalFeminineSingularPositiveForm .
-    ?instrumentalFeminineSingularPositiveForm ontolex:representation ?instrumentalFeminineSingularPositive ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q192997, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?instrumentalMasculineSingularPositiveForm .
-    ?instrumentalMasculineSingularPositiveForm ontolex:representation ?instrumentalMasculineSingularPositive ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q192997, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?instrumentalNeuterSingularPositiveForm .
-    ?instrumentalNeuterSingularPositiveForm ontolex:representation ?instrumentalNeuterSingularPositive ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q192997, wd:Q110786, wd:Q3482678 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?instrumentalPluralPositiveForm .
-    ?instrumentalPluralPositiveForm ontolex:representation ?instrumentalPluralPositive ;
-      wikibase:grammaticalFeature wd:Q192997, wd:Q146786, wd:Q3482678 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Slovak/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Slovak/adverbs/query_adverbs.sparql
deleted file mode 100644
index 493b7342b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Slovak/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Slovak (Q9058) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q9058 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Slovak/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Slovak/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Slovak/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Slovak/nouns/query_nouns.sparql
deleted file mode 100644
index 2b7f5bd6b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Slovak/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,34 +0,0 @@
-# tool: scribe-data
-# All Slovak (Q9058) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?nominativePlural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q9058 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?nominativeSingular .
-
-  # MARK: Nominative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Slovak/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Slovak/prepositions/query_prepositions.sparql
deleted file mode 100644
index c485bd0ed..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Slovak/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Slovak (Q9058) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q9058 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Slovak/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Slovak/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 7e313d90f..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Slovak/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,25 +0,0 @@
-# tool: scribe-data
-# All Slovak (Q9058) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q9058 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?properNoun .
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Slovak/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Slovak/verbs/query_verbs.sparql
deleted file mode 100644
index 616552b35..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Slovak/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Slovak (Q9058) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-
-  ?lexeme dct:language wd:Q9058 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Spanish/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Spanish/adjectives/query_adjectives.sparql
deleted file mode 100644
index 72a035d5e..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Spanish/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,85 +0,0 @@
-# tool: scribe-data
-# All Spanish (Q1321) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-  ?feminineSingular
-  ?feminineSingularSuperlative
-  ?femininePlural
-  ?femininePluralSuperlative
-  ?masculineSingular
-  ?masculineSingularSuperlative
-  ?masculinePlural
-  ?masculinePluralSuperlative
-
-WHERE {
-  ?lexeme dct:language wd:Q1321 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-
-  # MARK: Feminine
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineSingularForm .
-    ?feminineSingularForm ontolex:representation ?feminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786 .
-      FILTER NOT EXISTS {
-        ?feminineSingularForm wikibase:grammaticalFeature wd:Q1817208 .
-      }
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineSingularSuperlativeForm .
-    ?feminineSingularSuperlativeForm ontolex:representation ?feminineSingularSuperlative ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q1817208 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePluralForm .
-    ?femininePluralForm ontolex:representation ?femininePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786 .
-      FILTER NOT EXISTS {
-        ?femininePluralForm wikibase:grammaticalFeature wd:Q1817208 .
-      }
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePluralSuperlativeForm .
-    ?femininePluralSuperlativeForm ontolex:representation ?femininePluralSuperlative ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786, wd:Q1817208 .
-  }
-
-  # MARK: Masculine
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineSingularForm .
-    ?masculineSingularForm ontolex:representation ?masculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786 .
-      FILTER NOT EXISTS {
-        ?masculineSingularForm wikibase:grammaticalFeature wd:Q1817208 .
-      }
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineSingularSuperlativeForm .
-    ?masculineSingularSuperlativeForm ontolex:representation ?masculineSingularSuperlative ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q1817208 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculinePluralForm .
-    ?masculinePluralForm ontolex:representation ?masculinePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786 .
-      FILTER NOT EXISTS {
-        ?masculinePluralForm wikibase:grammaticalFeature wd:Q1817208 .
-      }
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculinePluralSuperlativeForm .
-    ?masculinePluralSuperlativeForm ontolex:representation ?masculinePluralSuperlative ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786, wd:Q1817208 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Spanish/adverbs/query_adverbs.sparql
deleted file mode 100644
index be911b6a5..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Spanish/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Spanish (Q1321) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q1321 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Spanish/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/nouns/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Spanish/nouns/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/nouns/format_nouns.py b/src/scribe_data/wikidata/language_data_extraction/Spanish/nouns/format_nouns.py
deleted file mode 100644
index 46d6f8c4f..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Spanish/nouns/format_nouns.py
+++ /dev/null
@@ -1,142 +0,0 @@
-"""
-Formats the Spanish nouns queried from Wikidata using query_nouns.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import (
-    export_formatted_data,
-    load_queried_data,
-    map_genders,
-    order_annotations,
-)
-
-LANGUAGE = "Spanish"
-DATA_TYPE = "nouns"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-nouns_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-nouns_formatted = {}
-
-for noun_vals in nouns_list:
-    # Check if the multiple genders of a word are being stored on the same lemma.
-    if "masSingular" in noun_vals.keys():
-        nouns_formatted[noun_vals["masSingular"]] = {"plural": "", "form": "M"}
-
-        if "masPlural" in noun_vals.keys():
-            nouns_formatted[noun_vals["masSingular"]]["plural"] = noun_vals["masPlural"]
-
-            nouns_formatted[noun_vals["masPlural"]] = {
-                "plural": "isPlural",
-                "form": "PL",
-            }
-
-    if "femSingular" in noun_vals.keys():
-        nouns_formatted[noun_vals["femSingular"]] = {"plural": "", "form": "F"}
-
-        if "femPlural" in noun_vals.keys():
-            nouns_formatted[noun_vals["femSingular"]]["plural"] = noun_vals["femPlural"]
-
-            nouns_formatted[noun_vals["femPlural"]] = {
-                "plural": "isPlural",
-                "form": "PL",
-            }
-
-    if "singular" in noun_vals.keys():
-        if noun_vals["singular"] not in nouns_formatted:
-            nouns_formatted[noun_vals["singular"]] = {"plural": "", "form": ""}
-
-            if "gender" in noun_vals.keys():
-                nouns_formatted[noun_vals["singular"]]["form"] = map_genders(
-                    noun_vals["gender"]
-                )
-
-            if "plural" in noun_vals.keys():
-                nouns_formatted[noun_vals["singular"]]["plural"] = noun_vals["plural"]
-
-                if noun_vals["plural"] not in nouns_formatted:
-                    nouns_formatted[noun_vals["plural"]] = {
-                        "plural": "isPlural",
-                        "form": "PL",
-                    }
-
-                # Plural is same as singular.
-                else:
-                    nouns_formatted[noun_vals["singular"]]["plural"] = noun_vals[
-                        "plural"
-                    ]
-                    nouns_formatted[noun_vals["singular"]]["form"] = (
-                        nouns_formatted[noun_vals["singular"]]["form"] + "/PL"
-                    )
-
-        else:
-            # Another version of the word may have a different gender.
-            if "gender" in noun_vals.keys() and (
-                "masSingular" not in noun_vals.keys()
-                or "femSingular" not in noun_vals.keys()
-            ):
-                if (
-                    nouns_formatted[noun_vals["singular"]]["form"]
-                    != noun_vals["gender"]
-                ):
-                    nouns_formatted[noun_vals["singular"]]["form"] += "/" + map_genders(
-                        noun_vals["gender"]
-                    )
-
-                elif nouns_formatted[noun_vals["singular"]]["gender"] == "":
-                    nouns_formatted[noun_vals["singular"]]["gender"] = map_genders(
-                        noun_vals["gender"]
-                    )
-
-    # Plural only noun.
-    elif "plural" in noun_vals.keys():
-        if noun_vals["plural"] not in nouns_formatted:
-            nouns_formatted[noun_vals["plural"]] = {
-                "plural": "isPlural",
-                "form": "PL",
-            }
-
-        # Plural is same as singular.
-        else:
-            if "singular" in noun_vals.keys():
-                nouns_formatted[noun_vals["singular"]]["plural"] = noun_vals["plural"]
-                nouns_formatted[noun_vals["singular"]]["form"] = (
-                    nouns_formatted[noun_vals["singular"]]["form"] + "/PL"
-                )
-
-for k in nouns_formatted:
-    nouns_formatted[k]["form"] = order_annotations(nouns_formatted[k]["form"])
-
-nouns_formatted = collections.OrderedDict(sorted(nouns_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=nouns_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Spanish/nouns/query_nouns.sparql
deleted file mode 100644
index ec40746f6..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Spanish/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,66 +0,0 @@
-# tool: scribe-data
-# All Spanish (Q1321) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-  ?masculineSingular
-  ?masculinePlural
-  ?feminineSingular
-  ?femininePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q1321 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  # Spansih sometimes has masculine and feminine versions on a single lexeme.
-
-  # MARK: masculine singular and plural forms.
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineSingularForm .
-    ?masculineSingularForm ontolex:representation ?masculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculinePluralForm .
-    ?masculinePluralForm ontolex:representation ?masculinePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786 .
-  }
-
-  # MARK: feminine singular and plural forms.
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineSingularForm .
-    ?feminineSingularForm ontolex:representation ?feminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePluralForm .
-    ?femininePluralForm ontolex:representation ?femininePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786 .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Spanish/prepositions/query_prepositions.sparql
deleted file mode 100644
index e1a33a4ba..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Spanish/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Spanish (Q1321) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q1321 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition ;
-    FILTER(lang(?preposition) = "es")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Spanish/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 3197d13b7..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Spanish/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,66 +0,0 @@
-# tool: scribe-data
-# All Spanish (Q1321) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-  ?gender
-  ?masculineSingular
-  ?masculinePlural
-  ?feminineSingular
-  ?femininePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q1321 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?singular .
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  # Spansih sometimes has masculine and feminine versions on a single lexeme.
-
-  # MARK: masculine singular and plural forms.
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculineSingularForm .
-    ?masculineSingularForm ontolex:representation ?masculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?masculinePluralForm .
-    ?masculinePluralForm ontolex:representation ?masculinePlural ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q146786 .
-  }
-
-  # MARK: feminine singular and plural forms.
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?feminineSingularForm .
-    ?feminineSingularForm ontolex:representation ?feminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?femininePluralForm .
-    ?femininePluralForm ontolex:representation ?femininePlural ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q146786 .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/verbs/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Spanish/verbs/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/verbs/format_verbs.py b/src/scribe_data/wikidata/language_data_extraction/Spanish/verbs/format_verbs.py
deleted file mode 100644
index 644f80dcd..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Spanish/verbs/format_verbs.py
+++ /dev/null
@@ -1,84 +0,0 @@
-"""
-Formats the Spanish verbs queried from Wikidata using query_verbs.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import export_formatted_data, load_queried_data
-
-LANGUAGE = "Spanish"
-DATA_TYPE = "verbs"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-verbs_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-verbs_formatted = {}
-
-all_conjugations = [
-    "presFPS",
-    "presSPS",
-    "presTPS",
-    "presFPP",
-    "presSPP",
-    "presTPP",
-    "pretFPS",
-    "pretSPS",
-    "pretTPS",
-    "pretFPP",
-    "pretSPP",
-    "pretTPP",
-    "impFPS",
-    "impSPS",
-    "impTPS",
-    "impFPP",
-    "impSPP",
-    "impTPP",
-]
-
-for verb_vals in verbs_list:
-    if verb_vals["infinitive"] not in verbs_formatted:
-        verbs_formatted[verb_vals["infinitive"]] = {}
-
-        for conj in all_conjugations:
-            if conj in verb_vals.keys():
-                verbs_formatted[verb_vals["infinitive"]][conj] = verb_vals[conj]
-            else:
-                verbs_formatted[verb_vals["infinitive"]][conj] = ""
-
-    else:
-        for conj in all_conjugations:
-            if conj in verb_vals.keys():
-                verbs_formatted[verb_vals["infinitive"]][conj] = verb_vals[conj]
-
-verbs_formatted = collections.OrderedDict(sorted(verbs_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=verbs_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/verbs/query_verbs_1.sparql b/src/scribe_data/wikidata/language_data_extraction/Spanish/verbs/query_verbs_1.sparql
deleted file mode 100644
index 6898dbd2f..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Spanish/verbs/query_verbs_1.sparql
+++ /dev/null
@@ -1,62 +0,0 @@
-# tool: scribe-data
-# All Spanish (Q1321) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?indicativePresentFirstPersonSingular
-  ?indicativePresentSecondPersonSingular
-  ?indicativePresentThirdPersonSingular
-  ?indicativePresentFirstPersonPlural
-  ?indicativePresentSecondPersonPlural
-  ?indicativePresentThirdPersonPlural
-
-
-WHERE {
-  ?lexeme dct:language wd:Q1321 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Infinitive
-  ?lexeme ontolex:lexicalForm ?infinitiveForm .
-  ?infinitiveForm ontolex:representation ?infinitive ;
-    wikibase:grammaticalFeature wd:Q179230 ;
-
-  # MARK: Present
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentFirstPersonSingularForm .
-    ?indicativePresentFirstPersonSingularForm ontolex:representation ?indicativePresentFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentSecondPersonSingularForm .
-    ?indicativePresentSecondPersonSingularForm ontolex:representation ?indicativePresentSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentThirdPersonSingularForm .
-    ?indicativePresentThirdPersonSingularForm ontolex:representation ?indicativePresentThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentFirstPersonPluralForm .
-    ?indicativePresentFirstPersonPluralForm ontolex:representation ?indicativePresentFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentSecondPersonPluralForm .
-    ?indicativePresentSecondPersonPluralForm ontolex:representation ?indicativePresentSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?indicativePresentThirdPersonPluralForm .
-    ?indicativePresentThirdPersonPluralForm ontolex:representation ?indicativePresentThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q682111, wd:Q192613 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/verbs/query_verbs_2.sparql b/src/scribe_data/wikidata/language_data_extraction/Spanish/verbs/query_verbs_2.sparql
deleted file mode 100644
index 15ef7a1c5..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Spanish/verbs/query_verbs_2.sparql
+++ /dev/null
@@ -1,61 +0,0 @@
-# tool: scribe-data
-# All Spanish (Q1321) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?preteriteFirstPersonSingular
-  ?preteriteSecondPersonSingular
-  ?preteriteThirdPersonSingular
-  ?preteriteFirstPersonPlural
-  ?preteriteSecondPersonPlural
-  ?preteriteThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q1321 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Infinitive
-  ?lexeme ontolex:lexicalForm ?infinitiveForm .
-  ?infinitiveForm ontolex:representation ?infinitive ;
-    wikibase:grammaticalFeature wd:Q179230 ;
-
-  # MARK: Preterite
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?preteriteFirstPersonSingularForm .
-    ?preteriteFirstPersonSingularForm ontolex:representation ?preteriteFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q442485 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?preteriteSecondPersonSingularForm .
-    ?preteriteSecondPersonSingularForm ontolex:representation ?preteriteSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q442485 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?preteriteThirdPersonSingularForm .
-    ?preteriteThirdPersonSingularForm ontolex:representation ?preteriteThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q442485 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?preteriteFirstPersonPluralForm .
-    ?preteriteFirstPersonPluralForm ontolex:representation ?preteriteFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q442485 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?preteriteSecondPersonPluralForm .
-    ?preteriteSecondPersonPluralForm ontolex:representation ?preteriteSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q442485 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?preteriteThirdPersonPluralForm .
-    ?preteriteThirdPersonPluralForm ontolex:representation ?preteriteThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q442485 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/verbs/query_verbs_3.sparql b/src/scribe_data/wikidata/language_data_extraction/Spanish/verbs/query_verbs_3.sparql
deleted file mode 100644
index 514841b7b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Spanish/verbs/query_verbs_3.sparql
+++ /dev/null
@@ -1,61 +0,0 @@
-# tool: scribe-data
-# All Spanish (Q1321) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?pastImperfectFirstPersonSingular
-  ?pastImperfectSecondPersonSingular
-  ?pastImperfectThirdPersonSingular
-  ?pastImperfectFirstPersonPlural
-  ?pastImperfectSecondPersonPlural
-  ?pastImperfectThirdPersonPlural
-
-WHERE {
-  ?lexeme dct:language wd:Q1321 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Infinitive
-  ?lexeme ontolex:lexicalForm ?infinitiveForm .
-  ?infinitiveForm ontolex:representation ?infinitive ;
-    wikibase:grammaticalFeature wd:Q179230 ;
-
-  # MARK: Imperfect
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastImperfectFirstPersonSingularForm .
-    ?pastImperfectFirstPersonSingularForm ontolex:representation ?pastImperfectFirstPersonSingular ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q110786, wd:Q12547192 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastImperfectSecondPersonSingularForm .
-    ?pastImperfectSecondPersonSingularForm ontolex:representation ?pastImperfectSecondPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q110786, wd:Q12547192 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastImperfectThirdPersonSingularForm .
-    ?pastImperfectThirdPersonSingularForm ontolex:representation ?pastImperfectThirdPersonSingular ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q110786, wd:Q12547192 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastImperfectFirstPersonPluralForm .
-    ?pastImperfectFirstPersonPluralForm ontolex:representation ?pastImperfectFirstPersonPlural ;
-      wikibase:grammaticalFeature wd:Q21714344, wd:Q146786, wd:Q12547192 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastImperfectSecondPersonPluralForm .
-    ?pastImperfectSecondPersonPluralForm ontolex:representation ?pastImperfectSecondPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929049, wd:Q146786, wd:Q12547192 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pastImperfectThirdPersonPluralForm .
-    ?pastImperfectThirdPersonPluralForm ontolex:representation ?pastImperfectThirdPersonPlural ;
-      wikibase:grammaticalFeature wd:Q51929074, wd:Q146786, wd:Q12547192 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swahili/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Swahili/adjectives/query_adjectives.sparql
deleted file mode 100644
index 49dbcd549..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Swahili/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Swahili (Q7838) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q7838 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-    FILTER(lang(?adjective) = "sw")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swahili/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Swahili/adverbs/query_adverbs.sparql
deleted file mode 100644
index 81ca120fd..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Swahili/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Swahili (Q7838) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q7838 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-    FILTER(lang(?adverb) = "sw")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swahili/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Swahili/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swahili/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Swahili/nouns/query_nouns.sparql
deleted file mode 100644
index 6a86a7517..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Swahili/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,24 +0,0 @@
-# tool: scribe-data
-# All Swahili (Q7838) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?singular
-  ?plural
-
-WHERE {
-  ?lexeme dct:language wd:Q7838 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?singular .
-    FILTER(lang(?singular) = "sw")
-
-  # MARK: Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?pluralForm .
-    ?pluralForm ontolex:representation ?plural ;
-      wikibase:grammaticalFeature wd:Q146786 .
-      FILTER(lang(?plural) = "sw")
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swahili/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Swahili/prepositions/query_prepositions.sparql
deleted file mode 100644
index ae188baa8..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Swahili/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Swahili (Q7838) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q7838 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-    FILTER(lang(?preposition) = "sw")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swahili/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Swahili/verbs/query_verbs.sparql
deleted file mode 100644
index 036d5a301..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Swahili/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Swahili (Q7838) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q7838 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-    FILTER(lang(?verb) = "sw")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swedish/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Swedish/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swedish/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Swedish/adjectives/query_adjectives.sparql
deleted file mode 100644
index 2b6e0efab..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Swedish/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Swedish (Q9027) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q9027 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swedish/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Swedish/adverbs/query_adverbs.sparql
deleted file mode 100644
index e94c1f16b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Swedish/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Swedish (Q9027) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q9027  ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swedish/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Swedish/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swedish/nouns/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Swedish/nouns/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swedish/nouns/format_nouns.py b/src/scribe_data/wikidata/language_data_extraction/Swedish/nouns/format_nouns.py
deleted file mode 100644
index edc40d791..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Swedish/nouns/format_nouns.py
+++ /dev/null
@@ -1,185 +0,0 @@
-"""
-Formats the Swedish nouns queried from Wikidata using query_nouns.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import (
-    export_formatted_data,
-    load_queried_data,
-    map_genders,
-    order_annotations,
-)
-
-LANGUAGE = "Swedish"
-DATA_TYPE = "nouns"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-nouns_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-nouns_formatted = {}
-
-for noun_vals in nouns_list:
-    if "nomIndefSingular" in noun_vals.keys():
-        if noun_vals["nomIndefSingular"] not in nouns_formatted:
-            nouns_formatted[noun_vals["nomIndefSingular"]] = {
-                "plural": "",
-                "form": "",
-            }
-
-            if "gender" in noun_vals.keys():
-                nouns_formatted[noun_vals["nomIndefSingular"]]["form"] = map_genders(
-                    noun_vals["gender"]
-                )
-
-            if "nomIndefPlural" in noun_vals.keys():
-                nouns_formatted[noun_vals["nomIndefSingular"]]["plural"] = noun_vals[
-                    "nomIndefPlural"
-                ]
-
-                if noun_vals["nomIndefPlural"] not in nouns_formatted:
-                    nouns_formatted[noun_vals["nomIndefPlural"]] = {
-                        "plural": "isPlural",
-                        "form": "PL",
-                    }
-
-                # Plural is same as singular.
-                else:
-                    nouns_formatted[noun_vals["nomIndefSingular"]]["plural"] = (
-                        noun_vals["nomIndefPlural"]
-                    )
-                    nouns_formatted[noun_vals["nomIndefSingular"]]["form"] = (
-                        nouns_formatted[noun_vals["nomIndefSingular"]]["form"] + "/PL"
-                    )
-
-        else:
-            if "gender" in noun_vals.keys():
-                if (
-                    nouns_formatted[noun_vals["nomIndefSingular"]]["form"]
-                    != noun_vals["gender"]
-                ):
-                    nouns_formatted[noun_vals["nomIndefSingular"]]["form"] += (
-                        "/" + map_genders(noun_vals["gender"])
-                    )
-
-                elif nouns_formatted[noun_vals["nomIndefSingular"]]["gender"] == "":
-                    nouns_formatted[noun_vals["nomIndefSingular"]]["gender"] = (
-                        map_genders(noun_vals["gender"])
-                    )
-
-    elif "genIndefSingular" in noun_vals.keys():
-        if noun_vals["genIndefSingular"] not in nouns_formatted:
-            nouns_formatted[noun_vals["genIndefSingular"]] = {
-                "plural": "",
-                "form": "",
-            }
-
-            if "gender" in noun_vals.keys():
-                nouns_formatted[noun_vals["genIndefSingular"]]["form"] = map_genders(
-                    noun_vals["gender"]
-                )
-
-            if "genIndefPlural" in noun_vals.keys():
-                nouns_formatted[noun_vals["genIndefSingular"]]["plural"] = noun_vals[
-                    "genIndefPlural"
-                ]
-
-                if noun_vals["genIndefPlural"] not in nouns_formatted:
-                    nouns_formatted[noun_vals["genIndefPlural"]] = {
-                        "plural": "isPlural",
-                        "form": "PL",
-                    }
-
-                # Plural is same as singular.
-                else:
-                    nouns_formatted[noun_vals["genIndefSingular"]]["plural"] = (
-                        noun_vals["genIndefPlural"]
-                    )
-                    nouns_formatted[noun_vals["genIndefSingular"]]["form"] = (
-                        nouns_formatted[noun_vals["genIndefSingular"]]["form"] + "/PL"
-                    )
-
-        else:
-            if "gender" in noun_vals.keys():
-                if (
-                    nouns_formatted[noun_vals["genIndefSingular"]]["form"]
-                    != noun_vals["gender"]
-                ):
-                    nouns_formatted[noun_vals["genIndefSingular"]]["form"] += (
-                        "/" + map_genders(noun_vals["gender"])
-                    )
-
-                elif nouns_formatted[noun_vals["genIndefSingular"]]["gender"] == "":
-                    nouns_formatted[noun_vals["genIndefSingular"]]["gender"] = (
-                        map_genders(noun_vals["gender"])
-                    )
-
-    # Plural only noun.
-    elif "nomIndefPlural" in noun_vals.keys():
-        if noun_vals["nomIndefPlural"] not in nouns_formatted:
-            nouns_formatted[noun_vals["nomIndefPlural"]] = {
-                "plural": "isPlural",
-                "form": "PL",
-            }
-
-        # Plural is same as singular.
-        else:
-            nouns_formatted[noun_vals["nomIndefSingular"]]["nomIndefPlural"] = (
-                noun_vals["nomIndefPlural"]
-            )
-            nouns_formatted[noun_vals["nomIndefSingular"]]["form"] = (
-                nouns_formatted[noun_vals["nomIndefSingular"]]["form"] + "/PL"
-            )
-
-    # Plural only noun.
-    elif "genIndefPlural" in noun_vals.keys():
-        if noun_vals["genIndefPlural"] not in nouns_formatted:
-            nouns_formatted[noun_vals["genIndefPlural"]] = {
-                "plural": "isPlural",
-                "form": "PL",
-            }
-
-        # Plural is same as singular.
-        else:
-            nouns_formatted[noun_vals["genIndefSingular"]]["genIndefPlural"] = (
-                noun_vals["genIndefPlural"]
-            )
-            nouns_formatted[noun_vals["genIndefSingular"]]["form"] = (
-                nouns_formatted[noun_vals["genIndefSingular"]]["form"] + "/PL"
-            )
-
-for k in nouns_formatted:
-    nouns_formatted[k]["form"] = order_annotations(nouns_formatted[k]["form"])
-
-nouns_formatted = collections.OrderedDict(sorted(nouns_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=nouns_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swedish/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Swedish/nouns/query_nouns.sparql
deleted file mode 100644
index d49206311..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Swedish/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,83 +0,0 @@
-# tool: scribe-data
-# All Swedish (Q9027) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeIndefiniteSingular
-  ?nominativeIndefinitePlural
-  ?genitiveIndefiniteSingular
-  ?genitiveIndefinitePlural
-  ?nominativeDefiniteSingular
-  ?nominativeDefinitePlural
-  ?genitiveDefiniteSingular
-  ?genitiveDefinitePlural
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q9027 ;
-    wikibase:lexicalCategory wd:Q1084 .
-
-  # MARK: Indefinite
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeIndefiniteSingularForm .
-    ?nominativeIndefiniteSingularForm ontolex:representation ?nominativeIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q53997857, wd:Q131105, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeIndefinitePluralForm .
-    ?nominativeIndefinitePluralForm ontolex:representation ?nominativeIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q53997857, wd:Q131105, wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveIndefiniteSingularForm .
-    ?genitiveIndefiniteSingularForm ontolex:representation ?genitiveIndefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q53997857, wd:Q146233, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveIndefinitePluralForm .
-    ?genitiveIndefinitePluralForm ontolex:representation ?genitiveIndefinitePlural ;
-      wikibase:grammaticalFeature wd:Q53997857, wd:Q146233, wd:Q146786 .
-  }
-
-  # MARK: Definite
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeDefiniteSingularForm .
-    ?nominativeDefiniteSingularForm ontolex:representation ?nominativeDefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q53997851, wd:Q131105, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeDefinitePluralForm .
-    ?nominativeDefinitePluralForm ontolex:representation ?nominativeDefinitePlural ;
-      wikibase:grammaticalFeature wd:Q53997851, wd:Q131105, wd:Q146786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveDefiniteSingularForm .
-    ?genitiveDefiniteSingularForm ontolex:representation ?genitiveDefiniteSingular ;
-      wikibase:grammaticalFeature wd:Q53997851, wd:Q146233, wd:Q110786 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveDefinitePluralForm .
-    ?genitiveDefinitePluralForm ontolex:representation ?genitiveDefinitePlural ;
-      wikibase:grammaticalFeature wd:Q53997851, wd:Q146233, wd:Q146786 .
-  }
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swedish/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Swedish/prepositions/query_prepositions.sparql
deleted file mode 100644
index 2db8660a5..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Swedish/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Swedish (Q9027) prepositions and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q9027 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-    FILTER(lang(?preposition) = "sv")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swedish/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Swedish/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index de285e243..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Swedish/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,25 +0,0 @@
-# tool: scribe-data
-# All Swedish (Q9027) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q9027 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?properNoun .
-
-  # MARK: Gender(s)
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swedish/verbs/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Swedish/verbs/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swedish/verbs/format_verbs.py b/src/scribe_data/wikidata/language_data_extraction/Swedish/verbs/format_verbs.py
deleted file mode 100644
index 13ab0d7c9..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Swedish/verbs/format_verbs.py
+++ /dev/null
@@ -1,77 +0,0 @@
-"""
-Formats the Swedish verbs queried from Wikidata using query_verbs.sparql.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-import collections
-
-from scribe_data.utils import export_formatted_data, load_queried_data
-
-LANGUAGE = "Swedish"
-DATA_TYPE = "verbs"
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-verbs_list, data_path = load_queried_data(
-    file_path=args.file_path, language=LANGUAGE, data_type=DATA_TYPE
-)
-
-verbs_formatted = {}
-
-# Any verbs occurring more than once will for now be deleted.
-verbs_not_included = []
-
-all_conjugations = [
-    "activeInfinitive",
-    "imperative",
-    "activeSupine",
-    "activePresent",
-    "activePreterite",
-    "passiveInfinitive",
-    "passiveSupine",
-    "passivePresent",
-    "passivePreterite",
-]
-
-for verb_vals in verbs_list:
-    if (
-        verb_vals["activeInfinitive"] not in verbs_formatted
-        and verb_vals["activeInfinitive"] not in verbs_not_included
-    ):
-        verbs_formatted[verb_vals["activeInfinitive"]] = {
-            conj: verb_vals[conj] if conj in verb_vals.keys() else ""
-            for conj in [c for c in all_conjugations if c != "activeInfinitive"]
-        }
-
-    elif verb_vals["activeInfinitive"] in verbs_formatted:
-        verbs_not_included.append(verb_vals["activeInfinitive"])
-        del verbs_formatted[verb_vals["activeInfinitive"]]
-
-verbs_formatted = collections.OrderedDict(sorted(verbs_formatted.items()))
-
-export_formatted_data(
-    file_path=args.file_path,
-    formatted_data=verbs_formatted,
-    language=LANGUAGE,
-    data_type=DATA_TYPE,
-)
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swedish/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Swedish/verbs/query_verbs.sparql
deleted file mode 100644
index f65f45b98..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Swedish/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,80 +0,0 @@
-# tool: scribe-data
-# All Swedish (Q9027) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?activeInfinitive ?imperative ?activeSupine
-  ?activePresent ?activePreterite
-  ?passiveInfinitive ?passiveSupine
-  ?passivePresent ?passivePreterite
-
-WHERE {
-  ?lexeme dct:language wd:Q9027 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Active Voice
-
-  # Infinitive
-  ?lexeme ontolex:lexicalForm ?activeInfinitiveForm .
-  ?activeInfinitiveForm ontolex:representation ?activeInfinitive ;
-    wikibase:grammaticalFeature wd:Q1317831, wd:Q179230 .
-
-  # Imperative
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?imperativeForm .
-    ?imperativeForm ontolex:representation ?imperative ;
-      wikibase:grammaticalFeature wd:Q22716 .
-  }
-
-  # Supine
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?activeSupineForm .
-    ?activeSupineForm ontolex:representation ?activeSupine ;
-      wikibase:grammaticalFeature wd:Q1317831, wd:Q548470 .
-  }
-
-  # Present
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?activePresentForm .
-    ?activePresentForm ontolex:representation ?activePresent ;
-      wikibase:grammaticalFeature wd:Q1317831, wd:Q192613 .
-  }
-
-  # Preterite
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?activePreteriteForm .
-    ?activePreteriteForm ontolex:representation ?activePreterite ;
-      wikibase:grammaticalFeature wd:Q1317831, wd:Q442485 .
-  }
-
-  # MARK: Passive Voice
-
-  # Infinitive
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?passiveInfinitiveForm .
-    ?passiveInfinitiveForm ontolex:representation ?passiveInfinitive ;
-      wikibase:grammaticalFeature wd:Q1194697, wd:Q179230 .
-  }
-
-  # Supine
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?passiveSupineForm .
-    ?passiveSupineForm ontolex:representation ?passiveSupine ;
-      wikibase:grammaticalFeature wd:Q1194697, wd:Q548470 .
-  }
-
-  # Present
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?passivePresentForm .
-    ?passivePresentForm ontolex:representation ?passivePresent ;
-      wikibase:grammaticalFeature wd:Q1194697, wd:Q192613 .
-  }
-
-  # Preterite
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?passivePreteriteForm .
-    ?passivePreteriteForm ontolex:representation ?passivePreterite ;
-      wikibase:grammaticalFeature wd:Q1194697, wd:Q442485 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tajik/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Tajik/adjectives/query_adjectives.sparql
deleted file mode 100644
index fe64a1935..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Tajik/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Tajik (Q9260) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT DISTINCT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q9260 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tajik/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Tajik/adverbs/query_adverbs.sparql
deleted file mode 100644
index 664300d39..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Tajik/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Tajik (Q9260) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT DISTINCT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q9260 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tajik/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Tajik/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tajik/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Tajik/nouns/query_nouns.sparql
deleted file mode 100644
index 08641dd3e..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Tajik/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Tajik (Q9260) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-
-WHERE {
-  ?lexeme dct:language wd:Q9260 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?noun .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tajik/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Tajik/prepositions/query_prepositions.sparql
deleted file mode 100644
index b554268a7..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Tajik/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Tajik (Q9260) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q9260 ;
-    wikibase:lexicalCategory wd:Q4833830  ;
-    wikibase:lemma ?preposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tajik/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Tajik/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 5fecf6c2c..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Tajik/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Tajik (Q9260) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-
-WHERE {
-  ?lexeme dct:language wd:Q9260 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?properNoun .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tajik/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Tajik/verbs/query_verbs.sparql
deleted file mode 100644
index 796f91de5..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Tajik/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Tajik (Q9260) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q9260 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tamil/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Tamil/adjectives/query_adjectives.sparql
deleted file mode 100644
index d5bb42538..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Tamil/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,14 +0,0 @@
-# tool: scribe-data
-# All Tamil (Q5885) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q5885 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-    FILTER(lang(?adjective) = "ta")
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tamil/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Tamil/adverbs/query_adverbs.sparql
deleted file mode 100644
index 234dfba0a..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Tamil/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,22 +0,0 @@
-# tool: scribe-data
-# All Tamil (Q5885) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-  ?vocative
-
-WHERE {
-  ?lexeme dct:language wd:Q5885 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-
-  # MARK: Vocative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?vocativeForm .
-    ?vocativeForm ontolex:representation ?vocative ;
-      wikibase:grammaticalFeature wd:Q185077 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tamil/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Tamil/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tamil/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Tamil/nouns/query_nouns.sparql
deleted file mode 100644
index e186f8c6a..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Tamil/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,29 +0,0 @@
-# tool: scribe-data
-# All Tamil (Q5885) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?nominativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q5885 ;
-    wikibase:lexicalCategory wd:Q1084 .
-
-  # MARK: Nominative Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeSingularForm .
-    ?nominativeSingularForm ontolex:representation ?nominativeSingular ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q110786 .
-  }
-
-  # MARK: Nominative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tamil/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Tamil/prepositions/query_prepositions.sparql
deleted file mode 100644
index 21e5e6de8..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Tamil/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Tamil (Q5885) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q5885 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tamil/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Tamil/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 9d225f60c..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Tamil/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,22 +0,0 @@
-# tool: scribe-data
-# All Tamil (Q5885) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-  ?nominativePlural
-
-WHERE {
-  ?lexeme dct:language wd:Q5885 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?properNoun .
-
-  # MARK: Nominative Plural
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tamil/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Tamil/verbs/query_verbs.sparql
deleted file mode 100644
index 8d68aab84..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Tamil/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Tamil (Q5885) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q5885 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Ukrainian/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Ukrainian/adjectives/query_adjectives.sparql
deleted file mode 100644
index ce6fe0d84..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Ukrainian/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,55 +0,0 @@
-# tool: scribe-data
-# All Ukrainian (Q8798) adjectives and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?lemma
-  ?nominativeFeminineSingular
-  ?nominativeMasculineSingular
-  ?nominativeNeuterSingular
-  ?nominativePlural
-  ?comparative
-  ?superlative
-
-WHERE {
-  ?lexeme dct:language wd:Q8798 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?lemma .
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeFeminineSingularForm .
-    ?nominativeFeminineSingularForm ontolex:representation ?nominativeFeminineSingular ;
-      wikibase:grammaticalFeature wd:Q1775415, wd:Q110786, wd:Q131105 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeMasculineSingularForm .
-    ?nominativeMasculineSingularForm ontolex:representation ?nominativeMasculineSingular ;
-      wikibase:grammaticalFeature wd:Q499327, wd:Q110786, wd:Q131105 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativeNeuterSingularForm .
-    ?nominativeNeuterSingularForm ontolex:representation ?nominativeNeuterSingular ;
-      wikibase:grammaticalFeature wd:Q1775461, wd:Q110786, wd:Q131105 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q146786, wd:Q131105 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?comparativeForm .
-    ?comparativeForm ontolex:representation ?comparative ;
-      wikibase:grammaticalFeature wd:Q14169499 .
-  }
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?superlativeForm .
-    ?superlativeForm ontolex:representation ?superlative ;
-      wikibase:grammaticalFeature wd:Q1817208 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Ukrainian/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Ukrainian/adverbs/query_adverbs.sparql
deleted file mode 100644
index bfd812d4f..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Ukrainian/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Ukrainian (Q8798) adverbs and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q8798 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Ukrainian/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Ukrainian/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Ukrainian/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Ukrainian/nouns/query_nouns.sparql
deleted file mode 100644
index a7921bd83..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Ukrainian/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,79 +0,0 @@
-# tool: scribe-data
-# All Ukrainian (Q8798) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?nominativePlural
-  ?genitiveSingular
-  ?dativeSingular
-  ?accusativeSingular
-  ?instrumentalSingular
-  ?locativeSingular
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q8798 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?nominativeSingular .
-
-  # MARK: Nominative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?nominativePluralForm .
-    ?nominativePluralForm ontolex:representation ?nominativePlural ;
-      wikibase:grammaticalFeature wd:Q131105, wd:Q146786 .
-  }
-
-  # MARK: Genitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveSingularForm .
-    ?genitiveSingularForm ontolex:representation ?genitiveSingular ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q110786 .
-  }
-
-  # MARK: Dative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?dativeSingularForm .
-    ?dativeSingularForm ontolex:representation ?dativeSingular ;
-      wikibase:grammaticalFeature wd:Q145599, wd:Q110786 .
-  }
-
-  # MARK: Accusative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeSingularForm .
-    ?accusativeSingularForm ontolex:representation ?accusativeSingular ;
-      wikibase:grammaticalFeature wd:Q146078, wd:Q110786 .
-  }
-
-  # MARK: Instrumental
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?instrumentalSingularForm .
-    ?instrumentalSingularForm ontolex:representation ?instrumentalSingular ;
-      wikibase:grammaticalFeature wd:Q192997, wd:Q110786 .
-  }
-
-  # MARK: Locative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?locativeSingularForm .
-    ?locativeSingularForm ontolex:representation ?locativeSingular ;
-      wikibase:grammaticalFeature wd:Q202142, wd:Q110786 .
-  }
-
-  # MARK: Gender
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Ukrainian/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Ukrainian/prepositions/query_prepositions.sparql
deleted file mode 100644
index 578bc672f..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Ukrainian/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,27 +0,0 @@
-# tool: scribe-data
-# All Ukrainian (Q8798) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-  ?case
-
-WHERE {
-  # All Ukrainian prepositions.
-  ?lexeme dct:language wd:Q8798 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?lemma .
-
-  # MARK: Corresponding Case
-
-  OPTIONAL {
-    ?lexeme wdt:P5713 ?caseForm .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?lemma rdfs:label ?preposition .
-    ?caseForm rdfs:label ?case .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Ukrainian/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Ukrainian/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index bda6fdf67..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Ukrainian/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,79 +0,0 @@
-# tool: scribe-data
-# All Ukrainian (Q8798) proper nouns (Q147276) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?nominativeSingular
-  ?genitiveSingular
-  ?dativeSingular
-  ?accusativeSingular
-  ?instrumentalSingular
-  ?locativeSingular
-  ?vocativeSingular
-  ?gender
-
-WHERE {
-  ?lexeme dct:language wd:Q8798 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?nominativeSingular .
-
-  # MARK: Genitive
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?genitiveSingularForm .
-    ?genitiveSingularForm ontolex:representation ?genitiveSingular ;
-      wikibase:grammaticalFeature wd:Q146233, wd:Q110786 .
-  }
-
-  # MARK: Dative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?dativeSingularForm .
-    ?dativeSingularForm ontolex:representation ?dativeSingular ;
-      wikibase:grammaticalFeature wd:Q145599, wd:Q110786 .
-  }
-
-  # MARK: Accusative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?accusativeSingularForm .
-    ?accusativeSingularForm ontolex:representation ?accusativeSingular ;
-      wikibase:grammaticalFeature wd:Q146078, wd:Q110786 .
-  }
-
-  # MARK: Instrumental
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?instrumentalSingularForm .
-    ?instrumentalSingularForm ontolex:representation ?instrumentalSingular ;
-      wikibase:grammaticalFeature wd:Q192997, wd:Q110786 .
-  }
-
-  # MARK: Locative
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?locativeSingularForm .
-    ?locativeSingularForm ontolex:representation ?locativeSingular ;
-      wikibase:grammaticalFeature wd:Q202142, wd:Q110786 .
-  }
-
-  # MARK: Vocative Singular
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?vocativeSingularForm .
-    ?vocativeSingularForm ontolex:representation ?vocativeSingular ;
-      wikibase:grammaticalFeature wd:Q185077, wd:Q110786 .
-  }
-
-  # MARK: Gender
-
-  OPTIONAL {
-    ?lexeme wdt:P5185 ?nounGender .
-  }
-
-  SERVICE wikibase:label {
-    bd:serviceParam wikibase:language "[AUTO_LANGUAGE]".
-    ?nounGender rdfs:label ?gender .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Ukrainian/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Ukrainian/verbs/query_verbs.sparql
deleted file mode 100644
index aad7d506f..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Ukrainian/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,17 +0,0 @@
-# tool: scribe-data
-# All Ukrainian (Q8798) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-
-WHERE {
-  ?lexeme dct:language wd:Q8798 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Infinitive
-  ?lexeme ontolex:lexicalForm ?infinitiveForm .
-  ?infinitiveForm ontolex:representation ?infinitive ;
-    wikibase:grammaticalFeature wd:Q179230 .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Yoruba/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/Yoruba/adjectives/query_adjectives.sparql
deleted file mode 100644
index a8c19afdc..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Yoruba/adjectives/query_adjectives.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Yoruba (Q34311) adjectives (Q34698) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adjective
-
-WHERE {
-  ?lexeme dct:language wd:Q34311 ;
-    wikibase:lexicalCategory wd:Q34698 ;
-    wikibase:lemma ?adjective .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Yoruba/adverbs/query_adverbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Yoruba/adverbs/query_adverbs.sparql
deleted file mode 100644
index 93d2f4681..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Yoruba/adverbs/query_adverbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Yoruba (Q34311) adverbs (Q380057) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?adverb
-
-WHERE {
-  ?lexeme dct:language wd:Q34311 ;
-    wikibase:lexicalCategory wd:Q380057 ;
-    wikibase:lemma ?adverb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Yoruba/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/Yoruba/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/Yoruba/nouns/query_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Yoruba/nouns/query_nouns.sparql
deleted file mode 100644
index d3d869224..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Yoruba/nouns/query_nouns.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Yoruba (Q34311) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?noun
-
-WHERE {
-  ?lexeme dct:language wd:Q34311 ;
-    wikibase:lexicalCategory wd:Q1084 ;
-    wikibase:lemma ?noun .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Yoruba/prepositions/query_prepositions.sparql b/src/scribe_data/wikidata/language_data_extraction/Yoruba/prepositions/query_prepositions.sparql
deleted file mode 100644
index e955421fc..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Yoruba/prepositions/query_prepositions.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Yoruba (Q34311) prepositions (Q4833830) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?preposition
-
-WHERE {
-  ?lexeme dct:language wd:Q34311 ;
-    wikibase:lexicalCategory wd:Q4833830 ;
-    wikibase:lemma ?preposition .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Yoruba/proper_nouns/query_proper_nouns.sparql b/src/scribe_data/wikidata/language_data_extraction/Yoruba/proper_nouns/query_proper_nouns.sparql
deleted file mode 100644
index 39332a043..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Yoruba/proper_nouns/query_proper_nouns.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Yoruba (Q34311) nouns (Q1084) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?properNoun
-
-WHERE {
-  ?lexeme dct:language wd:Q34311 ;
-    wikibase:lexicalCategory wd:Q147276 ;
-    wikibase:lemma ?properNoun .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Yoruba/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/Yoruba/verbs/query_verbs.sparql
deleted file mode 100644
index 1b57a8a27..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/Yoruba/verbs/query_verbs.sparql
+++ /dev/null
@@ -1,13 +0,0 @@
-# tool: scribe-data
-# All Yoruba (Q34311) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?verb
-
-WHERE {
-  ?lexeme dct:language wd:Q34311 ;
-    wikibase:lexicalCategory wd:Q24905 ;
-    wikibase:lemma ?verb .
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/Basque/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/basque/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Basque/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/basque/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Basque/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/basque/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Basque/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/basque/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/chinese/mandarin/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/chinese/mandarin/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/chinese/mandarin/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Chinese/Mandarin/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/chinese/mandarin/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Czech/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/czech/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Czech/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/czech/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Czech/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/czech/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Czech/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/czech/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/danish/adjectives/query_adjectives_2.sparql b/src/scribe_data/wikidata/language_data_extraction/danish/adjectives/query_adjectives_2.sparql
index 695a59fa0..7b38aefd5 100644
--- a/src/scribe_data/wikidata/language_data_extraction/danish/adjectives/query_adjectives_2.sparql
+++ b/src/scribe_data/wikidata/language_data_extraction/danish/adjectives/query_adjectives_2.sparql
@@ -8,6 +8,7 @@ SELECT
   ?pluralPositive
   ?pluralSuperlative
   ?comparative
+  ?definiteSingularPositive
 
 WHERE {
   ?lexeme dct:language wd:Q9035 ;
diff --git a/src/scribe_data/wikidata/language_data_extraction/Danish/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/danish/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Danish/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/danish/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Danish/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/danish/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Danish/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/danish/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/English/__init__.py b/src/scribe_data/wikidata/language_data_extraction/english/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/English/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/english/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/English/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/english/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/English/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/english/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/English/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/esperanto/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/English/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/esperanto/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Esperanto/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/esperanto/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Esperanto/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/esperanto/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/English/nouns/__init__.py b/src/scribe_data/wikidata/language_data_extraction/estonian/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/English/nouns/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/estonian/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Estonian/emoji_keywords/generate_emoji_keyword.py b/src/scribe_data/wikidata/language_data_extraction/estonian/emoji_keywords/generate_emoji_keyword.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Estonian/emoji_keywords/generate_emoji_keyword.py
rename to src/scribe_data/wikidata/language_data_extraction/estonian/emoji_keywords/generate_emoji_keyword.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/English/verbs/__init__.py b/src/scribe_data/wikidata/language_data_extraction/finnish/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/English/verbs/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/finnish/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Finnish/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/finnish/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Finnish/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/finnish/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Esperanto/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/french/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Esperanto/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/french/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/French/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/french/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/French/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/french/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Estonian/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/german/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Estonian/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/german/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/german/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/German/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/german/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Finnish/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/hausa/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Finnish/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/hausa/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hausa/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/hausa/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Hausa/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/hausa/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/emoji_keywords/___init__.py b/src/scribe_data/wikidata/language_data_extraction/hindustani/hindi/emoji_keywords/___init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/emoji_keywords/___init__.py
rename to src/scribe_data/wikidata/language_data_extraction/hindustani/hindi/emoji_keywords/___init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/hindustani/hindi/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Hindustani/Hindi/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/hindustani/hindi/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/French/__init__.py b/src/scribe_data/wikidata/language_data_extraction/hindustani/urdu/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/French/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/hindustani/urdu/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/French/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/indonesian/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/French/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/indonesian/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Indonesian/emoji_keywords/genetate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/indonesian/emoji_keywords/genetate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Indonesian/emoji_keywords/genetate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/indonesian/emoji_keywords/genetate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/French/nouns/__init__.py b/src/scribe_data/wikidata/language_data_extraction/italian/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/French/nouns/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/italian/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/italian/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Italian/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/italian/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/French/verbs/__init__.py b/src/scribe_data/wikidata/language_data_extraction/japanese/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/French/verbs/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/japanese/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Japanese/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/japanese/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Japanese/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/japanese/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Korean/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/korean/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Korean/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/korean/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/__init__.py b/src/scribe_data/wikidata/language_data_extraction/kurmanji/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/German/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/kurmanji/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/latin/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/German/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/latin/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latin/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/latin/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Latin/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/latin/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/nouns/__init__.py b/src/scribe_data/wikidata/language_data_extraction/malayalam/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/German/nouns/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/malayalam/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Malayalam/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/malayalam/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Malayalam/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/malayalam/emoji_keywords/generate_emoji_keywords.py
diff --git "a/src/scribe_data/wikidata/language_data_extraction/Norwegian/Bokm\303\245l/verbs/query_verbs.sparql" "b/src/scribe_data/wikidata/language_data_extraction/norwegian/bokm\303\245l/verbs/query_verbs.sparql"
similarity index 100%
rename from "src/scribe_data/wikidata/language_data_extraction/Norwegian/Bokm\303\245l/verbs/query_verbs.sparql"
rename to "src/scribe_data/wikidata/language_data_extraction/norwegian/bokm\303\245l/verbs/query_verbs.sparql"
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/prepositions/__init__.py b/src/scribe_data/wikidata/language_data_extraction/polish/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/German/prepositions/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/polish/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/portuguese/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/portuguese/adjectives/query_adjectives.sparql
index aa7efc5ba..d1e11cda1 100644
--- a/src/scribe_data/wikidata/language_data_extraction/portuguese/adjectives/query_adjectives.sparql
+++ b/src/scribe_data/wikidata/language_data_extraction/portuguese/adjectives/query_adjectives.sparql
@@ -7,8 +7,8 @@ SELECT
   ?adjective
   ?femininePlural
   ?masculineSingular
-  ?femininePlural
   ?masculinePlural
+  ?feminineSingular
 
 WHERE {
   ?lexeme dct:language wd:Q5146 ;
diff --git a/src/scribe_data/wikidata/language_data_extraction/German/verbs/__init__.py b/src/scribe_data/wikidata/language_data_extraction/portuguese/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/German/verbs/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/portuguese/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Portuguese/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/portuguese/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Portuguese/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/portuguese/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hausa/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/punjabi/gurmukhi/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Hausa/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/punjabi/gurmukhi/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/punjabi/shahmukhi/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Hindustani/Urdu/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/punjabi/shahmukhi/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Indonesian/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/russian/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Indonesian/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/russian/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Russian/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/russian/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Russian/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/russian/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/__init__.py b/src/scribe_data/wikidata/language_data_extraction/slovak/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Italian/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/slovak/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Slovak/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/slovak/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Slovak/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/slovak/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/spanish/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Italian/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/spanish/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Spanish/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/spanish/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Spanish/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/spanish/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/nouns/__init__.py b/src/scribe_data/wikidata/language_data_extraction/swahili/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Italian/nouns/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/swahili/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swahili/emoji_keywords/generate_emoji_keyword.py b/src/scribe_data/wikidata/language_data_extraction/swahili/emoji_keywords/generate_emoji_keyword.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Swahili/emoji_keywords/generate_emoji_keyword.py
rename to src/scribe_data/wikidata/language_data_extraction/swahili/emoji_keywords/generate_emoji_keyword.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Italian/verbs/__init__.py b/src/scribe_data/wikidata/language_data_extraction/swedish/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Italian/verbs/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/swedish/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Swedish/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/swedish/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Swedish/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/swedish/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Japanese/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/tajik/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Japanese/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/tajik/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tajik/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/tajik/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Tajik/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/tajik/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Kurmanji/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/tamil/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Kurmanji/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/tamil/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Tamil/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/tamil/emoji_keywords/generate_emoji_keywords.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Tamil/emoji_keywords/generate_emoji_keywords.py
rename to src/scribe_data/wikidata/language_data_extraction/tamil/emoji_keywords/generate_emoji_keywords.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Latin/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/ukrainian/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Latin/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/ukrainian/emoji_keywords/__init__.py
diff --git a/src/scribe_data/wikidata/language_data_extraction/Malayalam/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/yoruba/emoji_keywords/__init__.py
similarity index 100%
rename from src/scribe_data/wikidata/language_data_extraction/Malayalam/emoji_keywords/__init__.py
rename to src/scribe_data/wikidata/language_data_extraction/yoruba/emoji_keywords/__init__.py

From 556697968529bc9993403e6f385985482e14e778 Mon Sep 17 00:00:00 2001
From: Andrew Tavis McAllister <andrew.t.mcallister@gmail.com>
Date: Thu, 24 Oct 2024 01:51:08 +0200
Subject: [PATCH 5/8] Remove emoji keyword scripts

---
 .../basque/emoji_keywords/__init__.py         |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../mandarin/emoji_keywords/__init__.py       |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../czech/emoji_keywords/__init__.py          |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../danish/emoji_keywords/__init__.py         |  0
 .../emoji_keywords/generate_emoji_keywords.py | 39 ---------------
 .../english/emoji_keywords/__init__.py        |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../esperanto/emoji_keywords/__init__.py      |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../estonian/emoji_keywords/__init__.py       |  0
 .../emoji_keywords/generate_emoji_keyword.py  | 46 ------------------
 .../finnish/emoji_keywords/__init__.py        |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../french/emoji_keywords/__init__.py         |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../german/emoji_keywords/__init__.py         |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../hausa/emoji_keywords/__init__.py          |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../hindi/emoji_keywords/___init__.py         |  0
 .../emoji_keywords/generate_emoji_keywords.py | 47 -------------------
 .../urdu/emoji_keywords/__init__.py           |  0
 .../indonesian/emoji_keywords/__init__.py     |  0
 .../emoji_keywords/genetate_emoji_keywords.py | 46 ------------------
 .../italian/emoji_keywords/__init__.py        |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../japanese/emoji_keywords/__init__.py       |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../kurmanji/emoji_keywords/__init__.py       |  0
 .../latin/emoji_keywords/__init__.py          |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../malayalam/emoji_keywords/__init__.py      |  0
 .../emoji_keywords/generate_emoji_keywords.py | 39 ---------------
 .../polish/emoji_keywords/__init__.py         |  0
 .../portuguese/emoji_keywords/__init__.py     |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../gurmukhi/emoji_keywords/__init__.py       |  0
 .../shahmukhi/emoji_keywords/__init__.py      |  0
 .../russian/emoji_keywords/__init__.py        |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../slovak/emoji_keywords/__init__.py         |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../spanish/emoji_keywords/__init__.py        |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../swahili/emoji_keywords/__init__.py        |  0
 .../emoji_keywords/generate_emoji_keyword.py  | 46 ------------------
 .../swedish/emoji_keywords/__init__.py        |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../tajik/emoji_keywords/__init__.py          |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../tamil/emoji_keywords/__init__.py          |  0
 .../emoji_keywords/generate_emoji_keywords.py | 46 ------------------
 .../ukrainian/emoji_keywords/__init__.py      |  0
 .../yoruba/emoji_keywords/__init__.py         |  0
 58 files changed, 1183 deletions(-)
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/basque/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/basque/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/chinese/mandarin/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/chinese/mandarin/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/czech/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/czech/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/danish/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/danish/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/english/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/english/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/esperanto/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/esperanto/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/estonian/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/estonian/emoji_keywords/generate_emoji_keyword.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/finnish/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/finnish/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/french/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/french/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/german/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/german/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/hausa/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/hausa/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/hindustani/hindi/emoji_keywords/___init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/hindustani/hindi/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/hindustani/urdu/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/indonesian/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/indonesian/emoji_keywords/genetate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/italian/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/italian/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/japanese/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/japanese/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/korean/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/kurmanji/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/latin/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/latin/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/malayalam/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/malayalam/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/polish/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/portuguese/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/portuguese/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/punjabi/gurmukhi/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/punjabi/shahmukhi/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/russian/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/russian/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/slovak/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/slovak/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/spanish/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/spanish/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/swahili/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/swahili/emoji_keywords/generate_emoji_keyword.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/swedish/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/swedish/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/tajik/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/tajik/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/tamil/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/tamil/emoji_keywords/generate_emoji_keywords.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/ukrainian/emoji_keywords/__init__.py
 delete mode 100644 src/scribe_data/wikidata/language_data_extraction/yoruba/emoji_keywords/__init__.py

diff --git a/src/scribe_data/wikidata/language_data_extraction/basque/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/basque/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/basque/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/basque/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 94d7a8db2..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/basque/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Basque words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Basque"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/chinese/mandarin/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/chinese/mandarin/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/chinese/mandarin/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/chinese/mandarin/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index fb1e509b1..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/chinese/mandarin/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Mandarin Chinese words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Standard Mandarin"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/czech/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/czech/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/czech/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/czech/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index ddcfda1d4..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/czech/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Czech words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Czech"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/danish/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/danish/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/danish/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/danish/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 72f75a449..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/danish/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,39 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Danish words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Danish"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/english/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/english/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/english/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/english/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index d9a06eb4e..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/english/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of English words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "English"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/esperanto/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/esperanto/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/esperanto/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/esperanto/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 25f01b178..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/esperanto/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Esperanto words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Esperanto"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/estonian/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/estonian/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/estonian/emoji_keywords/generate_emoji_keyword.py b/src/scribe_data/wikidata/language_data_extraction/estonian/emoji_keywords/generate_emoji_keyword.py
deleted file mode 100644
index c7434cc20..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/estonian/emoji_keywords/generate_emoji_keyword.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Estonian words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Estonian"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/finnish/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/finnish/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/finnish/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/finnish/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 265ab9811..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/finnish/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Finnish words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Finnish"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/french/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/french/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/french/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/french/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 6e6dcb7f3..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/french/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of French words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "French"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/german/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/german/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/german/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/german/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index e904c2270..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/german/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of German words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "German"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/hausa/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/hausa/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/hausa/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/hausa/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 476fab10c..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/hausa/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Hausa words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Hausa"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/hindustani/hindi/emoji_keywords/___init__.py b/src/scribe_data/wikidata/language_data_extraction/hindustani/hindi/emoji_keywords/___init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/hindustani/hindi/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/hindustani/hindi/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 3003fbdd7..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/hindustani/hindi/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,47 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Hindi words, ensuring Urdu words are excluded.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Hindi"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-# Generating emoji lexicon but filter for Hindi specifically
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language="Hindi",  # Setting final language to Hindi for output purposes
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/hindustani/urdu/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/hindustani/urdu/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/indonesian/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/indonesian/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/indonesian/emoji_keywords/genetate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/indonesian/emoji_keywords/genetate_emoji_keywords.py
deleted file mode 100644
index c223516db..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/indonesian/emoji_keywords/genetate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Slovak words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Indonesian"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/italian/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/italian/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/italian/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/italian/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 1843e4851..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/italian/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Italian words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Italian"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/japanese/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/japanese/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/japanese/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/japanese/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 7ef3de7fe..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/japanese/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Japanese words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Japanese"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/korean/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/korean/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 8a710ceaa..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/korean/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Korean words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Korean"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/kurmanji/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/kurmanji/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/latin/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/latin/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/latin/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/latin/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 30be12a81..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/latin/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Latin words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Latin"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/malayalam/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/malayalam/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/malayalam/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/malayalam/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index fc4809fd5..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/malayalam/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,39 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Malayalam words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Malayalam"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/polish/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/polish/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/portuguese/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/portuguese/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/portuguese/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/portuguese/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index cdf55e86b..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/portuguese/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Portuguese words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Portuguese"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/punjabi/gurmukhi/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/punjabi/gurmukhi/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/punjabi/shahmukhi/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/punjabi/shahmukhi/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/russian/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/russian/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/russian/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/russian/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 2e6fbfdf3..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/russian/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Russian words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Russian"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/slovak/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/slovak/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/slovak/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/slovak/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 2b0baa7d3..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/slovak/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Slovak words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Slovak"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/spanish/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/spanish/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/spanish/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/spanish/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index b22344f69..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/spanish/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Spanish words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Spanish"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/swahili/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/swahili/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/swahili/emoji_keywords/generate_emoji_keyword.py b/src/scribe_data/wikidata/language_data_extraction/swahili/emoji_keywords/generate_emoji_keyword.py
deleted file mode 100644
index f04c2eb0e..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/swahili/emoji_keywords/generate_emoji_keyword.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Swahili words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Swahili"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/swedish/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/swedish/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/swedish/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/swedish/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 24de2b54d..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/swedish/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Swedish words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Swedish"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/tajik/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/tajik/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/tajik/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/tajik/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index bb4793e09..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/tajik/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Tajik words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Tajik"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/tamil/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/tamil/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/tamil/emoji_keywords/generate_emoji_keywords.py b/src/scribe_data/wikidata/language_data_extraction/tamil/emoji_keywords/generate_emoji_keywords.py
deleted file mode 100644
index 6840fbe70..000000000
--- a/src/scribe_data/wikidata/language_data_extraction/tamil/emoji_keywords/generate_emoji_keywords.py
+++ /dev/null
@@ -1,46 +0,0 @@
-"""
-Generates keyword-emoji relationships from a selection of Tamil words.
-
-.. raw:: html
-    <!--
-    * Copyright (C) 2024 Scribe
-    *
-    * This program is free software: you can redistribute it and/or modify
-    * it under the terms of the GNU General Public License as published by
-    * the Free Software Foundation, either version 3 of the License, or
-    * (at your option) any later version.
-    *
-    * This program is distributed in the hope that it will be useful,
-    * but WITHOUT ANY WARRANTY; without even the implied warranty of
-    * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    * GNU General Public License for more details.
-    *
-    * You should have received a copy of the GNU General Public License
-    * along with this program.  If not, see <https://www.gnu.org/licenses/>.
-    -->
-"""
-
-import argparse
-
-from scribe_data.unicode.process_unicode import gen_emoji_lexicon
-from scribe_data.utils import export_formatted_data
-
-LANGUAGE = "Tamil"
-DATA_TYPE = "emoji-keywords"
-emojis_per_keyword = 3
-
-parser = argparse.ArgumentParser()
-parser.add_argument("--file-path")
-args = parser.parse_args()
-
-if emoji_keywords_dict := gen_emoji_lexicon(
-    language=LANGUAGE,
-    emojis_per_keyword=emojis_per_keyword,
-):
-    export_formatted_data(
-        file_path=args.file_path,
-        formatted_data=emoji_keywords_dict,
-        query_data_in_use=True,
-        language=LANGUAGE,
-        data_type=DATA_TYPE,
-    )
diff --git a/src/scribe_data/wikidata/language_data_extraction/ukrainian/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/ukrainian/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/src/scribe_data/wikidata/language_data_extraction/yoruba/emoji_keywords/__init__.py b/src/scribe_data/wikidata/language_data_extraction/yoruba/emoji_keywords/__init__.py
deleted file mode 100644
index e69de29bb..000000000

From 48687c81a2b29cd8a6f728e0b367c91ea1aa7eec Mon Sep 17 00:00:00 2001
From: Andrew Tavis McAllister <andrew.t.mcallister@gmail.com>
Date: Thu, 24 Oct 2024 02:03:20 +0200
Subject: [PATCH 6/8] Remove ignoring pattern as query was wrong + query fix

---
 src/scribe_data/check/check_query_forms.py    | 110 +++++++++---------
 .../adjectives/query_adjectives_2.sparql      |   2 +-
 .../bokm\303\245l/verbs/query_verbs.sparql"   |  29 -----
 .../adjectives/query_adjectives.sparql        |   4 +-
 .../ukrainian/verbs/query_verbs.sparql        |  10 +-
 5 files changed, 62 insertions(+), 93 deletions(-)
 delete mode 100644 "src/scribe_data/wikidata/language_data_extraction/norwegian/bokm\303\245l/verbs/query_verbs.sparql"

diff --git a/src/scribe_data/check/check_query_forms.py b/src/scribe_data/check/check_query_forms.py
index fb558aee0..38340718c 100644
--- a/src/scribe_data/check/check_query_forms.py
+++ b/src/scribe_data/check/check_query_forms.py
@@ -36,6 +36,9 @@
     )
 
 
+# MARK: Extract Forms
+
+
 def extract_forms_from_sparql(file_path: Path) -> str:
     """
     Extracts the QID from a SPARQL query file based on the provided pattern.
@@ -71,6 +74,9 @@ def extract_forms_from_sparql(file_path: Path) -> str:
     return None
 
 
+# MARK: Check Label
+
+
 def check_form_label(form_text: str):
     """
     Checks that the label of the form matches the representation label.
@@ -110,6 +116,9 @@ def check_form_label(form_text: str):
     return form_rep_label == current_form_rep_label
 
 
+# MARK: Get Label
+
+
 def extract_form_rep_label(form_text: str):
     """
     Extracts the representation label from an optional query form.
@@ -131,6 +140,9 @@ def extract_form_rep_label(form_text: str):
             return label_match[1].strip()
 
 
+# MARK: Get QIDs
+
+
 def extract_form_qids(form_text: str):
     """
     Extracts all QIDs from an optional query form.
@@ -150,6 +162,9 @@ def extract_form_qids(form_text: str):
         return [q.split("wd:")[1].split(" .")[0] for q in match[0].split(", ")]
 
 
+# MARK: Correct Label
+
+
 def return_correct_form_label(qids: list):
     """
     Returns the correct label for a lexeme form representation given the QIDs that compose it.
@@ -183,26 +198,28 @@ def return_correct_form_label(qids: list):
     return correct_label[:1].lower() + correct_label[1:]
 
 
-# MARK: Unique Return Forms
+# MARK: Return Forms
+
+
 def check_unique_return_forms(query_text: str) -> bool:
     """
     Checks that each form returned by the SELECT statement is unique.
 
     Parameters
     ----------
-    query_text : str
-        The full text of the SPARQL query.
+        query_text : str
+            The full text of the SPARQL query.
 
     Returns
     -------
-    bool
-        True if all returned forms are unique, False otherwise.
+        bool
+            True if all returned forms are unique, False otherwise.
     """
 
     error_output = ""
     select_pattern = r"SELECT\s*(.*?)\s*WHERE"
     if match := re.search(pattern=select_pattern, string=query_text, flags=re.DOTALL):
-        # Extracting forms after '?' and handling cases where 'AS' is used for aliasing
+        # Extracting forms after '?' and handling cases where 'AS' is used for aliasing.
         return_forms = []
         for part in match[1].split():
             if "?" in part:
@@ -215,12 +232,15 @@ def check_unique_return_forms(query_text: str) -> bool:
         if len(return_forms) != len(unique_forms):
             error_output += f"\nDuplicate forms found: {', '.join([form for form in return_forms if return_forms.count(form) > 1])}"
             return error_output
+
         return True
 
     return True
 
 
-# MARK: Unreturned Optional Forms
+# MARK: Unreturned Forms
+
+
 def check_unreturned_optional_forms(query_text: str) -> str:
     """
     Checks if there are any optional forms in the query that aren't returned in the SELECT statement.
@@ -235,8 +255,7 @@ def check_unreturned_optional_forms(query_text: str) -> str:
     str
         Error message listing any unreturned forms, or empty string if all forms are returned.
     """
-
-    # Extract forms from SELECT statement
+    # Extract forms from SELECT statement.
     select_pattern = r"SELECT\s*(.*?)\s*WHERE"
     select_forms = set()
     if select_match := re.search(
@@ -256,13 +275,14 @@ def check_unreturned_optional_forms(query_text: str) -> str:
         form_text = match.group(1)
         rep_pattern = r"ontolex:representation\s+\?([\w]+)\s*;"
         if rep_match := re.search(rep_pattern, form_text):
-            optional_forms.add(rep_match.group(1))
+            optional_forms.add(rep_match[1])
 
     # Find forms that appear in OPTIONAL blocks but not in SELECT
     unreturned_forms = optional_forms - select_forms
 
     if unreturned_forms:
         return f"Unreturned optional forms: {', '.join(sorted(unreturned_forms))}"
+
     return ""
 
 
@@ -274,14 +294,14 @@ def check_undefined_return_forms(query_text: str) -> str:
 
     Parameters
     ----------
-    query_text : str
-        The full text of the SPARQL query.
+        query_text : str
+            The full text of the SPARQL query.
 
     Returns
     -------
-    str
-        Error message listing any undefined forms being returned, or empty string if all
-        returned forms are properly defined.
+        str
+            Error message listing any undefined forms being returned, or empty string if all
+            returned forms are properly defined.
     """
 
     # Check if query has any OPTIONAL blocks
@@ -299,7 +319,7 @@ def check_undefined_return_forms(query_text: str) -> str:
     if select_match := re.search(
         pattern=select_pattern, string=query_text, flags=re.DOTALL
     ):
-        select_clause = select_match.group(1)
+        select_clause = select_match[1]
 
         # Process each SELECT item
         items = select_clause.split("\n")
@@ -310,15 +330,12 @@ def check_undefined_return_forms(query_text: str) -> str:
 
             # Handle REPLACE...AS statements
             if "AS ?" in item:
-                # Get the alias (the part after AS)
-                alias_match = re.search(r"AS \?(\w+)", item)
-                if alias_match:
-                    aliases.add(alias_match.group(1))
-                # Get the source variable
-                var_match = re.findall(r"\?(\w+)", item)
-                if var_match:
+                if alias_match := re.search(r"AS \?(\w+)", item):
+                    aliases.add(alias_match[1])
+
+                if var_match := re.findall(r"\?(\w+)", item):
                     select_forms.update(v for v in var_match if v not in aliases)
-            # Handle regular variables
+
             elif "?" in item:
                 var_match = re.findall(r"\?(\w+)", item)
                 select_forms.update(var_match)
@@ -329,38 +346,34 @@ def check_undefined_return_forms(query_text: str) -> str:
     if where_match := re.search(
         pattern=where_pattern, string=query_text, flags=re.DOTALL
     ):
-        where_clause = where_match.group(1)
+        where_clause = where_match[1]
         var_pattern = r"\?(\w+)"
         defined_vars = set(re.findall(var_pattern, where_clause))
 
-    # Find undefined forms, excluding aliases
-    undefined_forms = {
+    if undefined_forms := {
         form for form in select_forms - defined_vars if form not in aliases
-    }
-
-    if undefined_forms:
+    }:
         return f"Undefined forms in SELECT: {', '.join(sorted(undefined_forms))}"
+
     return ""
 
 
 # MARK: Defined Return Forms
 
 
-# Function to ensure all variables defined in WHERE are returned in SELECT
 def check_defined_return_forms(query_text: str) -> str:
     """
-    Ensures that all variables defined in the WHERE clause are returned in the SELECT clause,
-    excluding specific variables that are allowed to be unreturned (e.g., 'infinitiveForm' in Ukrainian verbs query).
+    Ensures that all variables defined in the WHERE clause are returned in the SELECT clause.
 
     Parameters
     ----------
-    query_text : str
-        The full text of the SPARQL query.
+        query_text : str
+            The full text of the SPARQL query.
 
     Returns
     -------
-    str
-        Error message listing any defined but unreturned forms, or empty string if all forms are returned.
+        str
+            Error message listing any defined but unreturned forms, or empty string if all forms are returned.
     """
     # Check if query has any OPTIONAL blocks.
     optional_pattern = r"OPTIONAL\s*\{"
@@ -375,7 +388,7 @@ def check_defined_return_forms(query_text: str) -> str:
     if where_match := re.search(
         pattern=where_pattern, string=query_text, flags=re.DOTALL
     ):
-        where_clause = where_match.group(1)
+        where_clause = where_match[1]
         where_forms = set(re.findall(r"\?(\w+)", where_clause))
 
     # Extract forms from SELECT statement.
@@ -384,16 +397,11 @@ def check_defined_return_forms(query_text: str) -> str:
     if select_match := re.search(
         pattern=select_pattern, string=query_text, flags=re.DOTALL
     ):
-        select_clause = select_match.group(1)
+        select_clause = select_match[1]
         select_forms = set(re.findall(r"\?(\w+)", select_clause))
 
-    # Define variables that are allowed to be unreturned.
-    allowed_unreturned_pattern = r"ontolex:lexicalForm\s+\?([\w]+)\s*."
-    allowed_unreturned = set(re.findall(allowed_unreturned_pattern, query_text))
-    # print(where_forms,select_forms,allowed_unreturned)
-
     # Find forms that are defined but not returned, excluding allowed unreturned variables.
-    unreturned_forms = where_forms - select_forms - allowed_unreturned
+    unreturned_forms = where_forms - select_forms
 
     if unreturned_forms:
         return f"Defined but unreturned forms: {', '.join(sorted(unreturned_forms))}"
@@ -419,23 +427,17 @@ def check_query_forms() -> None:
             error_output += f"\n{index}. {query_file_str}: {unique_check_result}\n"
             index += 1
 
-        # Check for undefined return forms
-        undefined_forms = check_undefined_return_forms(query_text)
-        if undefined_forms:
+        if undefined_forms := check_undefined_return_forms(query_text):
             error_output += f"\n{index}. {query_file_str}: {undefined_forms}\n"
             index += 1
 
-        # Check for unreturned optional forms
-        unreturned_optional_forms = check_unreturned_optional_forms(query_text)
-        if unreturned_optional_forms:
+        if unreturned_optional_forms := check_unreturned_optional_forms(query_text):
             error_output += (
                 f"\n{index}. {query_file_str}: {unreturned_optional_forms}\n"
             )
             index += 1
 
-        # Check for defined but unreturned forms
-        defined_unreturned_forms = check_defined_return_forms(query_text)
-        if defined_unreturned_forms:
+        if defined_unreturned_forms := check_defined_return_forms(query_text):
             error_output += f"\n{index}. {query_file_str}: {defined_unreturned_forms}\n"
             index += 1
         if extract_forms_from_sparql(query_file):
diff --git a/src/scribe_data/wikidata/language_data_extraction/danish/adjectives/query_adjectives_2.sparql b/src/scribe_data/wikidata/language_data_extraction/danish/adjectives/query_adjectives_2.sparql
index 7b38aefd5..9ef5b845a 100644
--- a/src/scribe_data/wikidata/language_data_extraction/danish/adjectives/query_adjectives_2.sparql
+++ b/src/scribe_data/wikidata/language_data_extraction/danish/adjectives/query_adjectives_2.sparql
@@ -5,10 +5,10 @@
 SELECT
   (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
   ?adjective
+  ?definiteSingularPositive
   ?pluralPositive
   ?pluralSuperlative
   ?comparative
-  ?definiteSingularPositive
 
 WHERE {
   ?lexeme dct:language wd:Q9035 ;
diff --git "a/src/scribe_data/wikidata/language_data_extraction/norwegian/bokm\303\245l/verbs/query_verbs.sparql" "b/src/scribe_data/wikidata/language_data_extraction/norwegian/bokm\303\245l/verbs/query_verbs.sparql"
deleted file mode 100644
index ab75cdb42..000000000
--- "a/src/scribe_data/wikidata/language_data_extraction/norwegian/bokm\303\245l/verbs/query_verbs.sparql"
+++ /dev/null
@@ -1,29 +0,0 @@
-# tool: scribe-data
-# All Norwegian Bokmål (Q9043) verbs (Q24905) and the given forms.
-# Enter this query at https://query.wikidata.org/.
-
-# Note: This query is for Bokmål (Q25167) rather than Nynorsk (Q25164).
-
-SELECT
-  (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
-  ?activePresent
-
-WHERE {
-  ?lexeme dct:language wd:Q25167 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Active Infinitive
-
-  ?lexeme ontolex:lexicalForm ?infinitiveForm .
-  ?infinitiveForm ontolex:representation ?infinitive ;
-    wikibase:grammaticalFeature wd:Q179230, wd:Q1317831 .
-
-  # MARK: Active Present
-
-  OPTIONAL {
-    ?lexeme ontolex:lexicalForm ?activePresentForm .
-    ?activePresentForm ontolex:representation ?activePresent ;
-      wikibase:grammaticalFeature wd:Q192613, wd:Q1317831 .
-  }
-}
diff --git a/src/scribe_data/wikidata/language_data_extraction/portuguese/adjectives/query_adjectives.sparql b/src/scribe_data/wikidata/language_data_extraction/portuguese/adjectives/query_adjectives.sparql
index d1e11cda1..ea23e0ce0 100644
--- a/src/scribe_data/wikidata/language_data_extraction/portuguese/adjectives/query_adjectives.sparql
+++ b/src/scribe_data/wikidata/language_data_extraction/portuguese/adjectives/query_adjectives.sparql
@@ -5,10 +5,10 @@
 SELECT
   (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
   ?adjective
-  ?femininePlural
+  ?feminineSingular
   ?masculineSingular
+  ?femininePlural
   ?masculinePlural
-  ?feminineSingular
 
 WHERE {
   ?lexeme dct:language wd:Q5146 ;
diff --git a/src/scribe_data/wikidata/language_data_extraction/ukrainian/verbs/query_verbs.sparql b/src/scribe_data/wikidata/language_data_extraction/ukrainian/verbs/query_verbs.sparql
index aad7d506f..5d336cc43 100644
--- a/src/scribe_data/wikidata/language_data_extraction/ukrainian/verbs/query_verbs.sparql
+++ b/src/scribe_data/wikidata/language_data_extraction/ukrainian/verbs/query_verbs.sparql
@@ -4,14 +4,10 @@
 
 SELECT
   (REPLACE(STR(?lexeme), "http://www.wikidata.org/entity/", "") AS ?lexemeID)
-  ?infinitive
+  ?verb
 
 WHERE {
   ?lexeme dct:language wd:Q8798 ;
-    wikibase:lexicalCategory wd:Q24905 .
-
-  # MARK: Infinitive
-  ?lexeme ontolex:lexicalForm ?infinitiveForm .
-  ?infinitiveForm ontolex:representation ?infinitive ;
-    wikibase:grammaticalFeature wd:Q179230 .
+    wikibase:lexicalCategory wd:Q24905 ;
+    wikibase:lemma ?verb .
 }

From 166cadd750a992bf97a16c35570060a2b93e54af Mon Sep 17 00:00:00 2001
From: Andrew Tavis McAllister <andrew.t.mcallister@gmail.com>
Date: Thu, 24 Oct 2024 02:06:22 +0200
Subject: [PATCH 7/8] Minor fixes to comments

---
 src/scribe_data/check/check_query_forms.py | 20 +++++++++++---------
 1 file changed, 11 insertions(+), 9 deletions(-)

diff --git a/src/scribe_data/check/check_query_forms.py b/src/scribe_data/check/check_query_forms.py
index 38340718c..da5c3efd3 100644
--- a/src/scribe_data/check/check_query_forms.py
+++ b/src/scribe_data/check/check_query_forms.py
@@ -286,7 +286,9 @@ def check_unreturned_optional_forms(query_text: str) -> str:
     return ""
 
 
-# MARK: Undefined Return Forms
+# MARK: Undefined Forms
+
+
 def check_undefined_return_forms(query_text: str) -> str:
     """
     Checks if the query is trying to return forms that aren't defined in the WHERE clause
@@ -304,14 +306,14 @@ def check_undefined_return_forms(query_text: str) -> str:
             returned forms are properly defined.
     """
 
-    # Check if query has any OPTIONAL blocks
+    # Check if query has any OPTIONAL blocks.
     optional_pattern = r"OPTIONAL\s*\{"
     has_optional_blocks = bool(re.search(optional_pattern, query_text))
 
     if has_optional_blocks:
-        return ""  # Skip check for queries with OPTIONAL blocks
+        return ""  # skip check for queries with OPTIONAL blocks
 
-    # Extract forms from SELECT statement and track aliases
+    # Extract forms from SELECT statement and track aliases.
     select_pattern = r"SELECT\s*(.*?)\s*WHERE"
     select_forms = set()
     aliases = set()
@@ -321,14 +323,14 @@ def check_undefined_return_forms(query_text: str) -> str:
     ):
         select_clause = select_match[1]
 
-        # Process each SELECT item
+        # Process each SELECT item.
         items = select_clause.split("\n")
         for item in items:
             item = item.strip()
             if not item:
                 continue
 
-            # Handle REPLACE...AS statements
+            # Handle REPLACE...AS statements.
             if "AS ?" in item:
                 if alias_match := re.search(r"AS \?(\w+)", item):
                     aliases.add(alias_match[1])
@@ -340,7 +342,7 @@ def check_undefined_return_forms(query_text: str) -> str:
                 var_match = re.findall(r"\?(\w+)", item)
                 select_forms.update(var_match)
 
-    # Extract defined variables from WHERE clause
+    # Extract defined variables from WHERE clause.
     where_pattern = r"WHERE\s*\{(.*?)\}(?:\s*ORDER BY|\s*$)"
     defined_vars = set()
     if where_match := re.search(
@@ -380,9 +382,9 @@ def check_defined_return_forms(query_text: str) -> str:
     has_optional_blocks = bool(re.search(optional_pattern, query_text))
 
     if has_optional_blocks:
-        return ""  # Skip check for queries with OPTIONAL blocks
+        return ""  # skip check for queries with OPTIONAL blocks
 
-    # Extract forms from WHERE clause
+    # Extract forms from WHERE clause.
     where_pattern = r"WHERE\s*\{(.*?)\}"
     where_forms = set()
     if where_match := re.search(

From e6b3c20e5818d5ddb82165d61d9b8f457781031c Mon Sep 17 00:00:00 2001
From: Andrew Tavis McAllister <andrew.t.mcallister@gmail.com>
Date: Thu, 24 Oct 2024 02:07:43 +0200
Subject: [PATCH 8/8] Minor script formatting

---
 src/scribe_data/check/check_query_forms.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/scribe_data/check/check_query_forms.py b/src/scribe_data/check/check_query_forms.py
index da5c3efd3..58202e907 100644
--- a/src/scribe_data/check/check_query_forms.py
+++ b/src/scribe_data/check/check_query_forms.py
@@ -277,7 +277,7 @@ def check_unreturned_optional_forms(query_text: str) -> str:
         if rep_match := re.search(rep_pattern, form_text):
             optional_forms.add(rep_match[1])
 
-    # Find forms that appear in OPTIONAL blocks but not in SELECT
+    # Find forms that appear in OPTIONAL blocks but not in SELECT.
     unreturned_forms = optional_forms - select_forms
 
     if unreturned_forms:
@@ -423,7 +423,7 @@ def check_query_forms() -> None:
         with open(query_file, "r", encoding="utf-8") as file:
             query_text = file.read()
 
-        # Check for unique return forms and handle the error message if any
+        # Check for unique return forms and handle the error message.
         unique_check_result = check_unique_return_forms(query_text)
         if unique_check_result is not True:
             error_output += f"\n{index}. {query_file_str}: {unique_check_result}\n"
@@ -442,6 +442,7 @@ def check_query_forms() -> None:
         if defined_unreturned_forms := check_defined_return_forms(query_text):
             error_output += f"\n{index}. {query_file_str}: {defined_unreturned_forms}\n"
             index += 1
+
         if extract_forms_from_sparql(query_file):
             query_form_check_dict = {}
             for form_text in extract_forms_from_sparql(query_file):