From f76b4b1f3e89db33dd651d3f93a76196ce13f985 Mon Sep 17 00:00:00 2001 From: Manju Priya Yadav GS Date: Sat, 12 Oct 2024 12:17:48 +0200 Subject: [PATCH] removing rproj.user from tracking --- .Rproj.user/04D4551C/pcs/files-pane.pper | 9 - .Rproj.user/04D4551C/pcs/source-pane.pper | 3 - .../04D4551C/pcs/windowlayoutstate.pper | 14 -- .Rproj.user/04D4551C/pcs/workbench-pane.pper | 5 - .Rproj.user/04D4551C/sources/prop/2AF2256D | 6 - .Rproj.user/04D4551C/sources/prop/INDEX | 8 - .Rproj.user/DE046E5D/pcs/files-pane.pper | 9 - .Rproj.user/DE046E5D/pcs/source-pane.pper | 3 - .../DE046E5D/pcs/windowlayoutstate.pper | 14 -- .Rproj.user/DE046E5D/pcs/workbench-pane.pper | 5 - .Rproj.user/DE046E5D/sources/prop/486F43F7 | 6 - .Rproj.user/DE046E5D/sources/prop/INDEX | 1 - .../sources/session-a0c3b2e3/052592C6 | 34 ---- .../session-a0c3b2e3/052592C6-contents | 0 .../sources/session-a0c3b2e3/6438A486 | 34 ---- .../session-a0c3b2e3/6438A486-contents | 0 .../sources/session-a0c3b2e3/BA2D0378 | 27 --- .../session-a0c3b2e3/BA2D0378-contents | 22 --- .../sources/session-a0c3b2e3/DB6B3FE9 | 26 --- .../session-a0c3b2e3/DB6B3FE9-contents | 183 ------------------ .../sources/session-a0c3b2e3/FCD273EC | 34 ---- .../session-a0c3b2e3/FCD273EC-contents | 0 .../sources/session-a0c3b2e3/lock_file | 0 .../shared/notebooks/patch-chunk-names | 0 24 files changed, 443 deletions(-) delete mode 100644 .Rproj.user/04D4551C/pcs/files-pane.pper delete mode 100644 .Rproj.user/04D4551C/pcs/source-pane.pper delete mode 100644 .Rproj.user/04D4551C/pcs/windowlayoutstate.pper delete mode 100644 .Rproj.user/04D4551C/pcs/workbench-pane.pper delete mode 100644 .Rproj.user/04D4551C/sources/prop/2AF2256D delete mode 100644 .Rproj.user/04D4551C/sources/prop/INDEX delete mode 100644 .Rproj.user/DE046E5D/pcs/files-pane.pper delete mode 100644 .Rproj.user/DE046E5D/pcs/source-pane.pper delete mode 100644 .Rproj.user/DE046E5D/pcs/windowlayoutstate.pper delete mode 100644 .Rproj.user/DE046E5D/pcs/workbench-pane.pper delete mode 100644 .Rproj.user/DE046E5D/sources/prop/486F43F7 delete mode 100644 .Rproj.user/DE046E5D/sources/prop/INDEX delete mode 100644 .Rproj.user/DE046E5D/sources/session-a0c3b2e3/052592C6 delete mode 100644 .Rproj.user/DE046E5D/sources/session-a0c3b2e3/052592C6-contents delete mode 100644 .Rproj.user/DE046E5D/sources/session-a0c3b2e3/6438A486 delete mode 100644 .Rproj.user/DE046E5D/sources/session-a0c3b2e3/6438A486-contents delete mode 100644 .Rproj.user/DE046E5D/sources/session-a0c3b2e3/BA2D0378 delete mode 100644 .Rproj.user/DE046E5D/sources/session-a0c3b2e3/BA2D0378-contents delete mode 100644 .Rproj.user/DE046E5D/sources/session-a0c3b2e3/DB6B3FE9 delete mode 100644 .Rproj.user/DE046E5D/sources/session-a0c3b2e3/DB6B3FE9-contents delete mode 100644 .Rproj.user/DE046E5D/sources/session-a0c3b2e3/FCD273EC delete mode 100644 .Rproj.user/DE046E5D/sources/session-a0c3b2e3/FCD273EC-contents delete mode 100644 .Rproj.user/DE046E5D/sources/session-a0c3b2e3/lock_file delete mode 100644 .Rproj.user/shared/notebooks/patch-chunk-names diff --git a/.Rproj.user/04D4551C/pcs/files-pane.pper b/.Rproj.user/04D4551C/pcs/files-pane.pper deleted file mode 100644 index d02f92a..0000000 --- a/.Rproj.user/04D4551C/pcs/files-pane.pper +++ /dev/null @@ -1,9 +0,0 @@ -{ - "sortOrder": [ - { - "columnIndex": 2, - "ascending": true - } - ], - "path": "C:/Users/gyigi/IMDB-Binge-Factor/src/data_preparation" -} \ No newline at end of file diff --git a/.Rproj.user/04D4551C/pcs/source-pane.pper b/.Rproj.user/04D4551C/pcs/source-pane.pper deleted file mode 100644 index 902cc6f..0000000 --- a/.Rproj.user/04D4551C/pcs/source-pane.pper +++ /dev/null @@ -1,3 +0,0 @@ -{ - "activeTab": 0 -} \ No newline at end of file diff --git a/.Rproj.user/04D4551C/pcs/windowlayoutstate.pper b/.Rproj.user/04D4551C/pcs/windowlayoutstate.pper deleted file mode 100644 index c4eb11e..0000000 --- a/.Rproj.user/04D4551C/pcs/windowlayoutstate.pper +++ /dev/null @@ -1,14 +0,0 @@ -{ - "left": { - "splitterpos": 347, - "topwindowstate": "NORMAL", - "panelheight": 822, - "windowheight": 860 - }, - "right": { - "splitterpos": 515, - "topwindowstate": "NORMAL", - "panelheight": 822, - "windowheight": 860 - } -} \ No newline at end of file diff --git a/.Rproj.user/04D4551C/pcs/workbench-pane.pper b/.Rproj.user/04D4551C/pcs/workbench-pane.pper deleted file mode 100644 index ab5e950..0000000 --- a/.Rproj.user/04D4551C/pcs/workbench-pane.pper +++ /dev/null @@ -1,5 +0,0 @@ -{ - "TabSet1": 3, - "TabSet2": 0, - "TabZoom": {} -} \ No newline at end of file diff --git a/.Rproj.user/04D4551C/sources/prop/2AF2256D b/.Rproj.user/04D4551C/sources/prop/2AF2256D deleted file mode 100644 index c6b6438..0000000 --- a/.Rproj.user/04D4551C/sources/prop/2AF2256D +++ /dev/null @@ -1,6 +0,0 @@ -{ - "source_window_id": "", - "Source": "Source", - "cursorPosition": "194,0", - "scrollLine": "177" -} \ No newline at end of file diff --git a/.Rproj.user/04D4551C/sources/prop/INDEX b/.Rproj.user/04D4551C/sources/prop/INDEX deleted file mode 100644 index 7297212..0000000 --- a/.Rproj.user/04D4551C/sources/prop/INDEX +++ /dev/null @@ -1,8 +0,0 @@ -C%3A%2FUsers%2Fgyigi%2FIMDB-Binge-Factor%2F.gitignore="966EF5CE" -C%3A%2FUsers%2Fgyigi%2FIMDB-Binge-Factor%2FDataPreparation.Rmd="991036E2" -C%3A%2FUsers%2Fgyigi%2FIMDB-Binge-Factor%2FInitial%20data%20exploration%20and%20analysis.R="AC08C79B" -C%3A%2FUsers%2Fgyigi%2FIMDB-Binge-Factor%2FLICENSE="CEFDE8AD" -C%3A%2FUsers%2Fgyigi%2FIMDB-Binge-Factor%2FR%20scripts%2FInitial%20data%20exploration%20and%20analysis.R="24DADDBB" -C%3A%2FUsers%2Fgyigi%2FIMDB-Binge-Factor%2FREADME.md="BC43BFD3" -C%3A%2FUsers%2Fgyigi%2FIMDB-Binge-Factor%2Fsrc%2Fdata_preparation%2Fdata_exploration.Rmd="36A1E57F" -C%3A%2FUsers%2Fgyigi%2Fteam-project-no-vs-code-team-03%2FR%20scripts%2FInitial%20data%20exploration%20and%20analysis.R="2AF2256D" diff --git a/.Rproj.user/DE046E5D/pcs/files-pane.pper b/.Rproj.user/DE046E5D/pcs/files-pane.pper deleted file mode 100644 index a8fa4e4..0000000 --- a/.Rproj.user/DE046E5D/pcs/files-pane.pper +++ /dev/null @@ -1,9 +0,0 @@ -{ - "sortOrder": [ - { - "columnIndex": 2, - "ascending": true - } - ], - "path": "~/dprep/drep team assignment/IMDB-Binge-Factor/R scripts" -} \ No newline at end of file diff --git a/.Rproj.user/DE046E5D/pcs/source-pane.pper b/.Rproj.user/DE046E5D/pcs/source-pane.pper deleted file mode 100644 index b074a4f..0000000 --- a/.Rproj.user/DE046E5D/pcs/source-pane.pper +++ /dev/null @@ -1,3 +0,0 @@ -{ - "activeTab": 1 -} \ No newline at end of file diff --git a/.Rproj.user/DE046E5D/pcs/windowlayoutstate.pper b/.Rproj.user/DE046E5D/pcs/windowlayoutstate.pper deleted file mode 100644 index c0d65e0..0000000 --- a/.Rproj.user/DE046E5D/pcs/windowlayoutstate.pper +++ /dev/null @@ -1,14 +0,0 @@ -{ - "left": { - "splitterpos": 391, - "topwindowstate": "NORMAL", - "panelheight": 939, - "windowheight": 977 - }, - "right": { - "splitterpos": 589, - "topwindowstate": "NORMAL", - "panelheight": 939, - "windowheight": 977 - } -} \ No newline at end of file diff --git a/.Rproj.user/DE046E5D/pcs/workbench-pane.pper b/.Rproj.user/DE046E5D/pcs/workbench-pane.pper deleted file mode 100644 index ab5e950..0000000 --- a/.Rproj.user/DE046E5D/pcs/workbench-pane.pper +++ /dev/null @@ -1,5 +0,0 @@ -{ - "TabSet1": 3, - "TabSet2": 0, - "TabZoom": {} -} \ No newline at end of file diff --git a/.Rproj.user/DE046E5D/sources/prop/486F43F7 b/.Rproj.user/DE046E5D/sources/prop/486F43F7 deleted file mode 100644 index fd71848..0000000 --- a/.Rproj.user/DE046E5D/sources/prop/486F43F7 +++ /dev/null @@ -1,6 +0,0 @@ -{ - "source_window_id": "", - "Source": "Source", - "cursorPosition": "183,0", - "scrollLine": "184" -} \ No newline at end of file diff --git a/.Rproj.user/DE046E5D/sources/prop/INDEX b/.Rproj.user/DE046E5D/sources/prop/INDEX deleted file mode 100644 index 101c08c..0000000 --- a/.Rproj.user/DE046E5D/sources/prop/INDEX +++ /dev/null @@ -1 +0,0 @@ -~%2Fdprep%2Fdrep%20team%20assignment%2FIMDB-Binge-Factor%2FR%20scripts%2FInitial%20data%20exploration%20and%20analysis.R="486F43F7" diff --git a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/052592C6 b/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/052592C6 deleted file mode 100644 index 6ababcd..0000000 --- a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/052592C6 +++ /dev/null @@ -1,34 +0,0 @@ -{ - "id": "052592C6", - "path": null, - "project_path": null, - "type": "r_dataframe", - "hash": "0", - "contents": "", - "dirty": false, - "created": 1726683618908.0, - "source_on_save": false, - "relative_order": 5, - "properties": { - "expression": "merged_data", - "caption": "merged_data", - "totalObservations": "1814732", - "displayedObservations": "1814732", - "variables": "15", - "cacheKey": "44043657", - "object": "merged_data", - "environment": "", - "contentUrl": "grid_resource/gridviewer.html?env=&obj=merged_data&cache_key=44043657&max_display_columns=50", - "preview": "0", - "source_window_id": "", - "Source": "Source" - }, - "folds": "", - "lastKnownWriteTime": 2318265438588531822, - "encoding": "", - "collab_server": "", - "source_window": "", - "last_content_update": 1726683618908, - "read_only": false, - "read_only_alternatives": [] -} \ No newline at end of file diff --git a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/052592C6-contents b/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/052592C6-contents deleted file mode 100644 index e69de29..0000000 diff --git a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/6438A486 b/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/6438A486 deleted file mode 100644 index 5c5cd82..0000000 --- a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/6438A486 +++ /dev/null @@ -1,34 +0,0 @@ -{ - "id": "6438A486", - "path": null, - "project_path": null, - "type": "r_dataframe", - "hash": "0", - "contents": "", - "dirty": false, - "created": 1726683280438.0, - "source_on_save": false, - "relative_order": 3, - "properties": { - "expression": "title_basics_no_NAs", - "caption": "title_basics_no_NAs", - "totalObservations": "58178", - "displayedObservations": "58178", - "variables": "9", - "cacheKey": "60BD0BA5", - "object": "title_basics_no_NAs", - "environment": "", - "contentUrl": "grid_resource/gridviewer.html?env=&obj=title_basics_no_NAs&cache_key=60BD0BA5&max_display_columns=50", - "preview": "0", - "source_window_id": "", - "Source": "Source" - }, - "folds": "", - "lastKnownWriteTime": 14355447155130422, - "encoding": "", - "collab_server": "", - "source_window": "", - "last_content_update": 1726683280438, - "read_only": false, - "read_only_alternatives": [] -} \ No newline at end of file diff --git a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/6438A486-contents b/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/6438A486-contents deleted file mode 100644 index e69de29..0000000 diff --git a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/BA2D0378 b/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/BA2D0378 deleted file mode 100644 index 2175c90..0000000 --- a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/BA2D0378 +++ /dev/null @@ -1,27 +0,0 @@ -{ - "id": "BA2D0378", - "path": null, - "project_path": null, - "type": "r_source", - "hash": "0", - "contents": "", - "dirty": true, - "created": 1726682210363.0, - "source_on_save": false, - "relative_order": 1, - "properties": { - "tempName": "Untitled1", - "source_window_id": "", - "Source": "Source", - "cursorPosition": "0,0", - "scrollLine": "0" - }, - "folds": "", - "lastKnownWriteTime": 32088581144051824, - "encoding": "", - "collab_server": "", - "source_window": "", - "last_content_update": 1726682213928, - "read_only": false, - "read_only_alternatives": [] -} \ No newline at end of file diff --git a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/BA2D0378-contents b/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/BA2D0378-contents deleted file mode 100644 index 901c11f..0000000 --- a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/BA2D0378-contents +++ /dev/null @@ -1,22 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - diff --git a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/DB6B3FE9 b/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/DB6B3FE9 deleted file mode 100644 index 87f01be..0000000 --- a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/DB6B3FE9 +++ /dev/null @@ -1,26 +0,0 @@ -{ - "id": "DB6B3FE9", - "path": "~/dprep/drep team assignment/IMDB-Binge-Factor/R scripts/Initial data exploration and analysis.R", - "project_path": "R scripts/Initial data exploration and analysis.R", - "type": "r_source", - "hash": "0", - "contents": "", - "dirty": false, - "created": 1726682219543.0, - "source_on_save": false, - "relative_order": 2, - "properties": { - "source_window_id": "", - "Source": "Source", - "cursorPosition": "183,0", - "scrollLine": "184" - }, - "folds": "", - "lastKnownWriteTime": 1726685134, - "encoding": "UTF-8", - "collab_server": "", - "source_window": "", - "last_content_update": 1726685134, - "read_only": false, - "read_only_alternatives": [] -} \ No newline at end of file diff --git a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/DB6B3FE9-contents b/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/DB6B3FE9-contents deleted file mode 100644 index b11bde4..0000000 --- a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/DB6B3FE9-contents +++ /dev/null @@ -1,183 +0,0 @@ -# To read tsv files, you need to load the readr package -install.packages('readr') -library(readr) - -# Load other packages that you will need to analyse the data -install.packages('tidyverse') -install.packages('dplyr') -library(tidyverse) -library(dplyr) - -# Create vectors containing the urls where the data is store, read them and load the datasets -# Create the vector -urls = c("https://datasets.imdbws.com/title.basics.tsv.gz", "https://datasets.imdbws.com/title.episode.tsv.gz", "https://datasets.imdbws.com/title.ratings.tsv.gz") - -# Use lapply to read in all files: -datasets <- lapply(urls, read_delim, delim='\t', na = '\\N') - -# Access individual datasets -title_basics <- datasets[[1]] -title_episode <- datasets[[2]] -title_ratings <- datasets[[3]] - -# To view the datasets, use the code View() - -View(title_basics) - -View(title_episode) - -View(title_ratings) - -# Get a quick overview of the data by using the code summary() - -summary(title_basics) - -summary(title_episode) - -summary(title_ratings) - -# Get specific summary statistics -#Summary statistics of title_episode - -title_episode_summary <- title_episode %>% - summarise(num_rows=n(), - num_cols=ncol(.), - missing_values_tconst=sum(is.na(tconst)), - missing_values_parentTconst=sum(is.na(parentTconst)), - missing_values_seasonNumber=sum(is.na(seasonNumber)), - missing_values_episodeNumber=sum(is.na(episodeNumber)) - )%>% - print() - -#Summary statistics of title_ratings - -title_ratings_summary <- title_ratings %>% - summarise(num_rows=n(), - num_cols=ncol(.), - missing_values_tconst = sum(is.na(tconst)), - missing_values_averageRating = sum(is.na(averageRating)), - missing_values_numVotes = sum(is.na(numVotes)) - ) %>% - print() - -#Summary statistics of title_basics - -title_basics_summary <- title_basics %>% - summarise(num_rows=n(), - num_cols=ncol(.), - missing_values_tconst = sum(is.na(tconst)), - missing_values_titleType = sum(is.na(titleType)), - missing_values_startYear= sum(is.na(startYear)), - missing_values_endYear= sum(is.na(endYear)) - )%>% - print() - -# filtering TV series alone using titleType(tvEpisode) from title_basics - -tv_series <- title_basics %>% - filter(titleType == "tvEpisode") - -# Merged with ratings using tconst - -tv_series_ratings <- tv_series %>% - inner_join(title_ratings, by = "tconst") -print(nrow(tv_series_ratings)) - -# Merging with title_episode using tconst to add parentTconst to tv_series_ratings - -tv_series_ratings_with_parent <- tv_series_ratings %>% - left_join(title_episode %>% - select(tconst,parentTconst), by= "tconst") -head(tv_series_ratings_with_parent) -View(tv_series_ratings_with_parent) - -# With the help of the package ggplot2 we can make plots (To only show the output and hide the code, we use echo = False) -# Plotting -library(ggplot2) - -ggplot(tv_series_ratings_with_parent, aes(y = averageRating)) + - geom_boxplot(fill = "blue", color = "black", outlier.color = "red") + - labs(title = "Boxplot of TV Series Average Ratings", y = "Average Rating") + - theme_minimal() + - theme(plot.title = element_text(hjust = 0.5, size = 14, face = "bold")) - - -ggplot(tv_series_ratings_with_parent, aes(x = averageRating))+ geom_bar() + - labs(title = "Distribution of Average Ratings for TV Series", x = "Average Rating", y = "Count") + - theme_minimal() + - theme(plot.title = element_text(hjust = 0.5, size = 14, face = "bold")) - -# Model free evidence to support our research question -# Plot for Series Length vs Average Rating -# Compute Series Length -# Calculate the length of each TV series based on the number of episodes. -# Compute the number of episodes for each series -total_episodes <- title_episode %>% - group_by(parentTconst) %>% - summarize(total_episodes = n(), .groups = 'drop') # Count episodes - -# Compute and sort the number of episodes for each series -total_episodes_sorted <- title_episode %>% - group_by(parentTconst) %>% - summarize(total_episodes = n(), .groups = 'drop') %>% - arrange(desc(total_episodes)) - -# Print the sorted result -View(total_episodes_sorted) - -# Select and rename the columns from tv_series_ratings_with_parent -ratings_to_merge <- tv_series_ratings_with_parent[, c("parentTconst", "averageRating")] -names(ratings_to_merge)[names(ratings_to_merge) == "averageRating"] <- "averageRating_series_wise" - -# Merge the two data frames -total_episodes_sorted <- merge(total_episodes_sorted, - ratings_to_merge, - by = "parentTconst", - all.x = TRUE) - -# scatter plot -library(ggplot2) - -### title: "Plotting TV Series Length (total episodes) vs Average Ratings" - -ggplot(total_episodes_sorted, aes(x = total_episodes, y = averageRating_series_wise)) + - geom_jitter(na.rm = TRUE, alpha = 0.3, size = 1, width = 0.1) + # Add jitter - labs( - title = "Relationship between Total Episodes and Average Customer Ratings", - x = "Total number of Episodes", - y = "Average customer Rating" - ) + - theme_minimal() - - -### "Plotting TV Series Length (total years run) vs Average Ratings" - -# Convert endYear to character if it is numeric -tv_series_ratings_with_parent <- tv_series_ratings_with_parent %>% - mutate( - endYear = as.character(endYear), - endYear = na_if(endYear, '\\N'), - endYear = as.numeric(endYear), - startYear = as.numeric(startYear), - length = ifelse(is.na(endYear), 2024 - startYear, endYear - startYear) # Calculate length - ) - -ggplot(tv_series_ratings_with_parent, aes(x = length, y = averageRating)) + - geom_jitter(alpha = 0.2, size = 0.7, width = 0.1, height = 0.1) + # Further reduce point size and opacity - geom_smooth(method = "lm", color = "red", se = FALSE) + # Add a linear trend line - labs( - x = "Length of TV Series (years)", - y = "Average Rating", - title = "Length of TV Series vs. Average Rating" - ) + - theme_minimal(base_size = 15) + # Increase text size for better readability - theme( - plot.title = element_text(hjust = 0.5, face = "bold"), # Center the title and make it bold - axis.text.x = element_text(angle = 45, hjust = 1) # Rotate x-axis labels - ) - - -# Add new variable length of series -merged_data <- merged_data %>% - mutate(series_lengths = endYear - startYear - diff --git a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/FCD273EC b/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/FCD273EC deleted file mode 100644 index 4441618..0000000 --- a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/FCD273EC +++ /dev/null @@ -1,34 +0,0 @@ -{ - "id": "FCD273EC", - "path": null, - "project_path": null, - "type": "r_dataframe", - "hash": "0", - "contents": "", - "dirty": false, - "created": 1726683530670.0, - "source_on_save": false, - "relative_order": 4, - "properties": { - "expression": "title_episode_no_NAs", - "caption": "title_episode_no_NAs", - "totalObservations": 6784445, - "displayedObservations": 6784445, - "variables": 4, - "cacheKey": "101EA637", - "object": "title_episode_no_NAs", - "environment": "", - "contentUrl": "grid_resource/gridviewer.html?env=&obj=title_episode_no_NAs&cache_key=101EA637&max_display_columns=50", - "preview": 0, - "source_window_id": "", - "Source": "Source" - }, - "folds": "", - "lastKnownWriteTime": 8388363471307306083, - "encoding": "", - "collab_server": "", - "source_window": "", - "last_content_update": 1726683530670, - "read_only": false, - "read_only_alternatives": [] -} \ No newline at end of file diff --git a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/FCD273EC-contents b/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/FCD273EC-contents deleted file mode 100644 index e69de29..0000000 diff --git a/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/lock_file b/.Rproj.user/DE046E5D/sources/session-a0c3b2e3/lock_file deleted file mode 100644 index e69de29..0000000 diff --git a/.Rproj.user/shared/notebooks/patch-chunk-names b/.Rproj.user/shared/notebooks/patch-chunk-names deleted file mode 100644 index e69de29..0000000