diff --git a/.github/workflows/build-jupyter-singleuser-image.yml b/.github/workflows/build-jupyter-singleuser-image.yml
index 5dfbde9be4..fd968ec200 100644
--- a/.github/workflows/build-jupyter-singleuser-image.yml
+++ b/.github/workflows/build-jupyter-singleuser-image.yml
@@ -7,6 +7,10 @@ on:
     paths:
       - '.github/workflows/build-jupyter-singleuser-image.yml'
       - 'images/jupyter-singleuser/**'
+  pull_request:
+    paths:
+      - '.github/workflows/build-jupyter-singleuser-image.yml'
+      - 'images/jupyter-singleuser/**'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
diff --git a/images/jupyter-singleuser/docker-compose.yaml b/images/jupyter-singleuser/docker-compose.yaml
index 4feab09b7b..83b0d5e36c 100644
--- a/images/jupyter-singleuser/docker-compose.yaml
+++ b/images/jupyter-singleuser/docker-compose.yaml
@@ -1,4 +1,4 @@
-version: '3.8'
+version: '3.9'
 # from https://github.com/mikebirdgeneau/jupyterlab-docker/blob/master/docker-compose.yml
 services:
   jupyterlab:
diff --git a/images/jupyter-singleuser/poetry.lock b/images/jupyter-singleuser/poetry.lock
index 34971b094b..715997f48d 100644
--- a/images/jupyter-singleuser/poetry.lock
+++ b/images/jupyter-singleuser/poetry.lock
@@ -1,19 +1,23 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
 
 [[package]]
 name = "accessible-pygments"
-version = "0.0.4"
+version = "0.0.5"
 description = "A collection of accessible pygments styles"
 optional = false
-python-versions = "*"
+python-versions = ">=3.9"
 files = [
-    {file = "accessible-pygments-0.0.4.tar.gz", hash = "sha256:e7b57a9b15958e9601c7e9eb07a440c813283545a20973f2574a5f453d0e953e"},
-    {file = "accessible_pygments-0.0.4-py2.py3-none-any.whl", hash = "sha256:416c6d8c1ea1c5ad8701903a20fcedf953c6e720d64f33dc47bfb2d3f2fa4e8d"},
+    {file = "accessible_pygments-0.0.5-py3-none-any.whl", hash = "sha256:88ae3211e68a1d0b011504b2ffc1691feafce124b845bd072ab6f9f66f34d4b7"},
+    {file = "accessible_pygments-0.0.5.tar.gz", hash = "sha256:40918d3e6a2b619ad424cb91e556bd3bd8865443d9f22f1dcdf79e33c8046872"},
 ]
 
 [package.dependencies]
 pygments = ">=1.5"
 
+[package.extras]
+dev = ["pillow", "pkginfo (>=1.10)", "playwright", "pre-commit", "setuptools", "twine (>=5.0)"]
+tests = ["hypothesis", "pytest"]
+
 [[package]]
 name = "affine"
 version = "2.4.0"
@@ -31,13 +35,13 @@ test = ["pytest (>=4.6)", "pytest-cov"]
 
 [[package]]
 name = "agate"
-version = "1.7.1"
+version = "1.11.0"
 description = "A data analysis library that is optimized for humans instead of machines."
 optional = false
 python-versions = "*"
 files = [
-    {file = "agate-1.7.1-py2.py3-none-any.whl", hash = "sha256:23f9f412f74f97b72f82b1525ab235cc816bc8c8525d968a091576a0dbc54a5f"},
-    {file = "agate-1.7.1.tar.gz", hash = "sha256:eadf46d980168b8922d5d396d6258eecd5e7dbef7e6f0c0b71e968545ea96389"},
+    {file = "agate-1.11.0-py2.py3-none-any.whl", hash = "sha256:1466df58f95b85df834ac96ae8bfd0eb65e0e7974c7bca41d1316389001b9536"},
+    {file = "agate-1.11.0.tar.gz", hash = "sha256:57d9655bdebbfd61a71768202e1fb4847d6bba51f1800582da5c64c958952f4b"},
 ]
 
 [package.dependencies]
@@ -47,176 +51,186 @@ leather = ">=0.3.2"
 parsedatetime = ">=2.1,<2.5 || >2.5"
 python-slugify = ">=1.2.1"
 pytimeparse = ">=1.1.5"
+tzdata = {version = ">=2023.3", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-docs = ["Sphinx (>=1.2.2)", "sphinx-rtd-theme (>=0.1.6)"]
-test = ["PyICU (>=2.4.2)", "coverage (>=3.7.1)", "cssselect (>=0.9.1)", "lxml (>=3.6.0)", "pytest", "pytest-cov", "pytz (>=2015.4)"]
+test = ["PyICU (>=2.4.2)", "backports.zoneinfo", "coverage (>=3.7.1)", "cssselect (>=0.9.1)", "lxml (>=3.6.0)", "pytest", "pytest-cov"]
 
 [[package]]
 name = "agate-dbf"
-version = "0.2.2"
+version = "0.2.3"
 description = "agate-dbf adds read support for dbf files to agate."
 optional = false
 python-versions = "*"
 files = [
-    {file = "agate-dbf-0.2.2.tar.gz", hash = "sha256:589682b78c5c03f2dc8511e6e3edb659fb7336cd118e248896bb0b44c2f1917b"},
-    {file = "agate_dbf-0.2.2-py2.py3-none-any.whl", hash = "sha256:632a8826ecde3dffb28f15e3ccb9d523bc15b79eb157f063f2febc2c4078957a"},
+    {file = "agate-dbf-0.2.3.tar.gz", hash = "sha256:98a2b53757136cc74dc297e59e2101d34f6d48f41f74156bb6c0de26bba2aa3f"},
+    {file = "agate_dbf-0.2.3-py2.py3-none-any.whl", hash = "sha256:b36e5a8321f9c42f812750256cadd600f779a19e334a80fee6e032395c0b9aa0"},
 ]
 
 [package.dependencies]
 agate = ">=1.5.0"
 dbfread = ">=2.0.5"
 
+[package.extras]
+test = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "agate-excel"
-version = "0.2.5"
+version = "0.4.1"
 description = "agate-excel adds read support for Excel files (xls and xlsx) to agate."
 optional = false
 python-versions = "*"
 files = [
-    {file = "agate-excel-0.2.5.tar.gz", hash = "sha256:62315708433108772f7f610ca769996b468a4ead380076dbaf6ffe262831b153"},
-    {file = "agate_excel-0.2.5-py2.py3-none-any.whl", hash = "sha256:8963da01e0a09438a9d2743573948c14689f43e7e01bdd9add9865e9e24e294b"},
+    {file = "agate-excel-0.4.1.tar.gz", hash = "sha256:28426618c90747111e6d566e983d838f1e2fae641ea6970d7acb0e9d4b384091"},
+    {file = "agate_excel-0.4.1-py2.py3-none-any.whl", hash = "sha256:398f214cb24e3debcb6cc75f52dc558dee84d594f5f4b5e73997299c6c786158"},
 ]
 
 [package.dependencies]
 agate = ">=1.5.0"
 olefile = "*"
 openpyxl = ">=2.3.0"
-six = "*"
 xlrd = ">=0.9.4"
 
 [package.extras]
-docs = ["Sphinx (>=1.2.2)", "sphinx-rtd-theme (>=0.1.6)"]
-test = ["nose (>=1.1.2)"]
+test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "agate-sql"
-version = "0.5.9"
+version = "0.7.2"
 description = "agate-sql adds SQL read/write support to agate."
 optional = false
 python-versions = "*"
 files = [
-    {file = "agate-sql-0.5.9.tar.gz", hash = "sha256:30b642a32a5b671161abef9e8ec36352f2e78a24ce849054edac6946d8b9ddc6"},
-    {file = "agate_sql-0.5.9-py2.py3-none-any.whl", hash = "sha256:de199dc5863775fe813b139ec7357f309aab8fd785ae8ee456ad07ee4e24a0e0"},
+    {file = "agate-sql-0.7.2.tar.gz", hash = "sha256:9b1b30284a573fd416759437273dcc5c81022bdf2facb24b4aa029a62afd53b0"},
+    {file = "agate_sql-0.7.2-py2.py3-none-any.whl", hash = "sha256:be1cb9a99b3e4ec7f6106278dfb7b534be9629c8a983abb168c3effacc79dd10"},
 ]
 
 [package.dependencies]
 agate = ">=1.5.0"
-sqlalchemy = "<2"
+sqlalchemy = ">=1.4"
 
 [package.extras]
-docs = ["Sphinx (>=1.2.2)", "sphinx-rtd-theme (>=0.1.6)"]
 test = ["crate", "geojson", "pytest", "pytest-cov"]
 
 [[package]]
 name = "aiobotocore"
-version = "2.5.2"
+version = "2.13.0"
 description = "Async client for aws services using botocore and aiohttp"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "aiobotocore-2.5.2-py3-none-any.whl", hash = "sha256:337429ffd3cc367532572d40be809a84c7b5335f3f8eca2f23e09dfaa9a9ef90"},
-    {file = "aiobotocore-2.5.2.tar.gz", hash = "sha256:e7399f21570db1c287f1c0c814dd3475dfe1c8166722e2c77ce67f172cbcfa89"},
+    {file = "aiobotocore-2.13.0-py3-none-any.whl", hash = "sha256:f812afc678d71b0038fd1ce712ff111ab7f47bab81ce5b4c7d222d4b83bc0cb2"},
+    {file = "aiobotocore-2.13.0.tar.gz", hash = "sha256:4badf5cab6ad400216319d14278e2c99ad9b708e28a0f231605a412e632de401"},
 ]
 
 [package.dependencies]
-aiohttp = ">=3.3.1,<4.0.0"
+aiohttp = ">=3.9.2,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.29.161,<1.29.162"
+botocore = ">=1.34.70,<1.34.107"
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.27.161,<1.27.162)"]
-boto3 = ["boto3 (>=1.26.161,<1.26.162)"]
+awscli = ["awscli (>=1.32.70,<1.32.107)"]
+boto3 = ["boto3 (>=1.34.70,<1.34.107)"]
+
+[[package]]
+name = "aiofiles"
+version = "22.1.0"
+description = "File support for asyncio."
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
+    {file = "aiofiles-22.1.0-py3-none-any.whl", hash = "sha256:1142fa8e80dbae46bb6339573ad4c8c0841358f79c6eb50a493dceca14621bad"},
+    {file = "aiofiles-22.1.0.tar.gz", hash = "sha256:9107f1ca0b2a5553987a94a3c9959fe5b491fdf731389aa5b7b1bd0733e32de6"},
+]
 
 [[package]]
 name = "aiohttp"
-version = "3.9.0"
+version = "3.9.5"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "aiohttp-3.9.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c6021d296318cb6f9414b48e6a439a7f5d1f665464da507e8ff640848ee2a58a"},
+    {file = "aiohttp-3.9.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:239f975589a944eeb1bad26b8b140a59a3a320067fb3cd10b75c3092405a1372"},
+    {file = "aiohttp-3.9.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3b7b30258348082826d274504fbc7c849959f1989d86c29bc355107accec6cfb"},
+    {file = "aiohttp-3.9.5-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:cd2adf5c87ff6d8b277814a28a535b59e20bfea40a101db6b3bdca7e9926bc24"},
+    {file = "aiohttp-3.9.5-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e9a3d838441bebcf5cf442700e3963f58b5c33f015341f9ea86dcd7d503c07e2"},
+    {file = "aiohttp-3.9.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9e3a1ae66e3d0c17cf65c08968a5ee3180c5a95920ec2731f53343fac9bad106"},
+    {file = "aiohttp-3.9.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9c69e77370cce2d6df5d12b4e12bdcca60c47ba13d1cbbc8645dd005a20b738b"},
+    {file = "aiohttp-3.9.5-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:0cbf56238f4bbf49dab8c2dc2e6b1b68502b1e88d335bea59b3f5b9f4c001475"},
+    {file = "aiohttp-3.9.5-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:d1469f228cd9ffddd396d9948b8c9cd8022b6d1bf1e40c6f25b0fb90b4f893ed"},
+    {file = "aiohttp-3.9.5-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:45731330e754f5811c314901cebdf19dd776a44b31927fa4b4dbecab9e457b0c"},
+    {file = "aiohttp-3.9.5-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:3fcb4046d2904378e3aeea1df51f697b0467f2aac55d232c87ba162709478c46"},
+    {file = "aiohttp-3.9.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8cf142aa6c1a751fcb364158fd710b8a9be874b81889c2bd13aa8893197455e2"},
+    {file = "aiohttp-3.9.5-cp39-cp39-win32.whl", hash = "sha256:7b179eea70833c8dee51ec42f3b4097bd6370892fa93f510f76762105568cf09"},
+    {file = "aiohttp-3.9.5-cp39-cp39-win_amd64.whl", hash = "sha256:38d80498e2e169bc61418ff36170e0aad0cd268da8b38a17c4cf29d254a8b3f1"},
+    {file = "aiohttp-3.9.5.tar.gz", hash = "sha256:edea7d15772ceeb29db4aff55e482d4bcfb6ae160ce144f2682de02f6d693551"},
 ]
 
 [package.dependencies]
 aiosignal = ">=1.1.2"
-async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
@@ -236,9 +250,6 @@ files = [
     {file = "aioitertools-0.11.0.tar.gz", hash = "sha256:42c68b8dd3a69c2bf7f2233bf7df4bb58b557bca5252ac02ed5187bbc67d6831"},
 ]
 
-[package.dependencies]
-typing_extensions = {version = ">=4.0", markers = "python_version < \"3.10\""}
-
 [[package]]
 name = "aiosignal"
 version = "1.3.1"
@@ -253,26 +264,44 @@ files = [
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
+[[package]]
+name = "aiosqlite"
+version = "0.20.0"
+description = "asyncio bridge to the standard sqlite3 module"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "aiosqlite-0.20.0-py3-none-any.whl", hash = "sha256:36a1deaca0cac40ebe32aac9977a6e2bbc7f5189f23f4a54d5908986729e5bd6"},
+    {file = "aiosqlite-0.20.0.tar.gz", hash = "sha256:6d35c8c256637f4672f843c31021464090805bf925385ac39473fb16eaaca3d7"},
+]
+
+[package.dependencies]
+typing_extensions = ">=4.0"
+
+[package.extras]
+dev = ["attribution (==1.7.0)", "black (==24.2.0)", "coverage[toml] (==7.4.1)", "flake8 (==7.0.0)", "flake8-bugbear (==24.2.6)", "flit (==3.9.0)", "mypy (==1.8.0)", "ufmt (==2.3.0)", "usort (==1.0.8.post1)"]
+docs = ["sphinx (==7.2.6)", "sphinx-mdinclude (==0.5.3)"]
+
 [[package]]
 name = "alabaster"
-version = "0.7.13"
-description = "A configurable sidebar-enabled Sphinx theme"
+version = "0.7.16"
+description = "A light, configurable Sphinx theme"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 files = [
-    {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"},
-    {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
+    {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
+    {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
 ]
 
 [[package]]
 name = "altair"
-version = "5.1.1"
+version = "5.3.0"
 description = "Vega-Altair: A declarative statistical visualization library for Python."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "altair-5.1.1-py3-none-any.whl", hash = "sha256:bb421459b53c80ad45f2bd009c87da2a81165b8f7d5a90658e0fc1ffc741bf34"},
-    {file = "altair-5.1.1.tar.gz", hash = "sha256:ad6cd6983c8db69a34dd68e42653f6172b7fc3775b7190005107f1b4fc60d64d"},
+    {file = "altair-5.3.0-py3-none-any.whl", hash = "sha256:7084a1dab4d83c5e7e5246b92dc1b4451a6c68fd057f3716ee9d315c8980e59a"},
+    {file = "altair-5.3.0.tar.gz", hash = "sha256:5a268b1a0983b23d8f9129f819f956174aa7aea2719ed55a52eba9979b9f6675"},
 ]
 
 [package.dependencies]
@@ -282,11 +311,11 @@ numpy = "*"
 packaging = "*"
 pandas = ">=0.25"
 toolz = "*"
-typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-dev = ["anywidget", "black (<24)", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pyarrow (>=11)", "pytest", "pytest-cov", "ruff", "types-jsonschema", "types-setuptools", "vega-datasets", "vegafusion[embed] (>=1.4.0)", "vl-convert-python (>=0.13.0)"]
-doc = ["docutils", "geopandas", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
+all = ["altair-tiles (>=0.3.0)", "anywidget (>=0.9.0)", "pyarrow (>=11)", "vega-datasets (>=0.9.0)", "vegafusion[embed] (>=1.6.6)", "vl-convert-python (>=1.3.0)"]
+dev = ["geopandas", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pytest", "pytest-cov", "ruff (>=0.3.0)", "types-jsonschema", "types-setuptools"]
+doc = ["docutils", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme (>=0.14.1)", "scipy", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
 
 [[package]]
 name = "altair-data-server"
@@ -337,19 +366,16 @@ altair = "*"
 altair-data-server = ">=0.4.0"
 
 [[package]]
-name = "ansiwrap"
-version = "0.8.4"
-description = "textwrap, but savvy to ANSI colors and styles"
+name = "ansicolors"
+version = "1.1.8"
+description = "ANSI colors for Python"
 optional = false
 python-versions = "*"
 files = [
-    {file = "ansiwrap-0.8.4-py2.py3-none-any.whl", hash = "sha256:7b053567c88e1ad9eed030d3ac41b722125e4c1271c8a99ade797faff1f49fb1"},
-    {file = "ansiwrap-0.8.4.zip", hash = "sha256:ca0c740734cde59bf919f8ff2c386f74f9a369818cdc60efe94893d01ea8d9b7"},
+    {file = "ansicolors-1.1.8-py2.py3-none-any.whl", hash = "sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187"},
+    {file = "ansicolors-1.1.8.zip", hash = "sha256:99f94f5e3348a0bcd43c82e5fc4414013ccc19d70bd939ad71e0133ce9c372e0"},
 ]
 
-[package.dependencies]
-textwrap3 = ">=0.9.2"
-
 [[package]]
 name = "anyio"
 version = "3.7.1"
@@ -362,7 +388,6 @@ files = [
 ]
 
 [package.dependencies]
-exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
 
@@ -384,33 +409,34 @@ files = [
 
 [[package]]
 name = "appnope"
-version = "0.1.3"
+version = "0.1.4"
 description = "Disable App Nap on macOS >= 10.9"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 files = [
-    {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
-    {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
+    {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
+    {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
 ]
 
 [[package]]
 name = "argon2-cffi"
-version = "21.3.0"
-description = "The secure Argon2 password hashing algorithm."
+version = "23.1.0"
+description = "Argon2 for Python"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "argon2-cffi-21.3.0.tar.gz", hash = "sha256:d384164d944190a7dd7ef22c6aa3ff197da12962bd04b17f64d4e93d934dba5b"},
-    {file = "argon2_cffi-21.3.0-py3-none-any.whl", hash = "sha256:8c976986f2c5c0e5000919e6de187906cfd81fb1c72bf9d88c01177e77da7f80"},
+    {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"},
+    {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"},
 ]
 
 [package.dependencies]
 argon2-cffi-bindings = "*"
 
 [package.extras]
-dev = ["cogapp", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "pre-commit", "pytest", "sphinx", "sphinx-notfound-page", "tomli"]
-docs = ["furo", "sphinx", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
+dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
+tests = ["hypothesis", "pytest"]
+typing = ["mypy"]
 
 [[package]]
 name = "argon2-cffi-bindings"
@@ -450,33 +476,42 @@ dev = ["cogapp", "pre-commit", "pytest", "wheel"]
 tests = ["pytest"]
 
 [[package]]
-name = "asttokens"
-version = "2.2.1"
-description = "Annotate AST trees with source code positions"
+name = "arrow"
+version = "1.3.0"
+description = "Better dates & times for Python"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
-    {file = "asttokens-2.2.1-py2.py3-none-any.whl", hash = "sha256:6b0ac9e93fb0335014d382b8fa9b3afa7df546984258005da0b9e7095b3deb1c"},
-    {file = "asttokens-2.2.1.tar.gz", hash = "sha256:4622110b2a6f30b77e1473affaa97e711bc2f07d3f10848420ff1898edbe94f3"},
+    {file = "arrow-1.3.0-py3-none-any.whl", hash = "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"},
+    {file = "arrow-1.3.0.tar.gz", hash = "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"},
 ]
 
 [package.dependencies]
-six = "*"
+python-dateutil = ">=2.7.0"
+types-python-dateutil = ">=2.8.10"
 
 [package.extras]
-test = ["astroid", "pytest"]
+doc = ["doc8", "sphinx (>=7.0.0)", "sphinx-autobuild", "sphinx-autodoc-typehints", "sphinx_rtd_theme (>=1.3.0)"]
+test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (==3.*)"]
 
 [[package]]
-name = "async-timeout"
-version = "4.0.2"
-description = "Timeout context manager for asyncio programs"
+name = "asttokens"
+version = "2.4.1"
+description = "Annotate AST trees with source code positions"
 optional = false
-python-versions = ">=3.6"
+python-versions = "*"
 files = [
-    {file = "async-timeout-4.0.2.tar.gz", hash = "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15"},
-    {file = "async_timeout-4.0.2-py3-none-any.whl", hash = "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"},
+    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
+    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
 ]
 
+[package.dependencies]
+six = ">=1.12.0"
+
+[package.extras]
+astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
+test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
+
 [[package]]
 name = "attrs"
 version = "21.4.0"
@@ -496,41 +531,36 @@ tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy"
 
 [[package]]
 name = "babel"
-version = "2.12.1"
+version = "2.15.0"
 description = "Internationalization utilities"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "Babel-2.12.1-py3-none-any.whl", hash = "sha256:b4246fb7677d3b98f501a39d43396d3cafdc8eadb045f4a31be01863f655c610"},
-    {file = "Babel-2.12.1.tar.gz", hash = "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"},
+    {file = "Babel-2.15.0-py3-none-any.whl", hash = "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb"},
+    {file = "babel-2.15.0.tar.gz", hash = "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"},
 ]
 
-[[package]]
-name = "backcall"
-version = "0.2.0"
-description = "Specifications for callback functions passed in to an API"
-optional = false
-python-versions = "*"
-files = [
-    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
-    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
-]
+[package.extras]
+dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.12.2"
+version = "4.12.3"
 description = "Screen-scraping library"
 optional = false
 python-versions = ">=3.6.0"
 files = [
-    {file = "beautifulsoup4-4.12.2-py3-none-any.whl", hash = "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"},
-    {file = "beautifulsoup4-4.12.2.tar.gz", hash = "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da"},
+    {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
+    {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
 ]
 
 [package.dependencies]
 soupsieve = ">1.2"
 
 [package.extras]
+cchardet = ["cchardet"]
+chardet = ["chardet"]
+charset-normalizer = ["charset-normalizer"]
 html5lib = ["html5lib"]
 lxml = ["lxml"]
 
@@ -571,8 +601,6 @@ click = ">=8.0.0"
 mypy-extensions = ">=0.4.3"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
@@ -582,13 +610,13 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "bleach"
-version = "6.0.0"
+version = "6.1.0"
 description = "An easy safelist-based HTML-sanitizing tool."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "bleach-6.0.0-py3-none-any.whl", hash = "sha256:33c16e3353dbd13028ab4799a0f89a83f113405c766e9c122df8a06f5b85b3f4"},
-    {file = "bleach-6.0.0.tar.gz", hash = "sha256:1a1a85c1595e07d8db14c5f09f09e6433502c51c595970edc090551f0db99414"},
+    {file = "bleach-6.1.0-py3-none-any.whl", hash = "sha256:3225f354cfc436b9789c66c4ee030194bee0568fbf9cbdad3bc8b5c26c5f12b6"},
+    {file = "bleach-6.1.0.tar.gz", hash = "sha256:0a31f1837963c41d46bbf1331b8778e1308ea0791db03cc4e7357b97cf42a8fe"},
 ]
 
 [package.dependencies]
@@ -596,48 +624,48 @@ six = ">=1.9.0"
 webencodings = "*"
 
 [package.extras]
-css = ["tinycss2 (>=1.1.0,<1.2)"]
+css = ["tinycss2 (>=1.1.0,<1.3)"]
 
 [[package]]
 name = "bokeh"
-version = "3.2.1"
+version = "3.4.1"
 description = "Interactive plots and applications in the browser from Python"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "bokeh-3.2.1-py3-none-any.whl", hash = "sha256:71b882c2c9233750d80b941ebb980e03d5112f27f84c7bb2293af5c210a8e21c"},
-    {file = "bokeh-3.2.1.tar.gz", hash = "sha256:2371e9a08fd60766879ee8607a4ae54267acfed1e5dee0cc6a20d8348e02e814"},
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 [package.dependencies]
-contourpy = ">=1"
+contourpy = ">=1.2"
 Jinja2 = ">=2.9"
 numpy = ">=1.16"
 packaging = ">=16.8"
 pandas = ">=1.2"
 pillow = ">=7.1.0"
 PyYAML = ">=3.10"
-tornado = ">=5.1"
+tornado = ">=6.2"
 xyzservices = ">=2021.09.1"
 
 [[package]]
 name = "botocore"
-version = "1.29.161"
+version = "1.34.106"
 description = "Low-level, data-driven core of boto 3."
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-python-versions = ">= 3.7"
+python-versions = ">=3.8"
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 python-dateutil = ">=2.1,<3.0.0"
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 [package.extras]
-crt = ["awscrt (==0.16.9)"]
+crt = ["awscrt (==0.20.9)"]
 
 [[package]]
 name = "branca"
@@ -655,30 +683,30 @@ jinja2 = "*"
 
 [[package]]
 name = "cachetools"
-version = "5.3.1"
+version = "5.3.3"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
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 name = "calitp-data-analysis"
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+version = "2024.5.28"
 description = "Shared code for querying Cal-ITP data in notebooks, primarily."
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-python-versions = "<3.10,>=3.9"
+python-versions = "<3.12,>=3.11"
 files = [
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 gcsfs = "!=2022.7.1"
 geopandas = ">=0.14.0,<0.15.0"
 gtfs-segments = "0.1.0"
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 requests = ">=2.31.0,<3.0.0"
 shapely = ">=2.0.1,<3.0.0"
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+siuba = "0.4.2"
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 sqlalchemy-bigquery = ">=1.6.1,<2.0.0"
 
 [[package]]
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-version = "2023.8.1"
+version = "2024.5.23"
 description = ""
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-python-versions = ">=3.9,<3.10"
+python-versions = "<3.12,>=3.11"
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 [package.dependencies]
@@ -715,86 +744,74 @@ typer = ">=0.9.0,<0.10.0"
 
 [[package]]
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+version = "2024.2.2"
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 [package.dependencies]
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 [[package]]
 name = "click"
-version = "8.1.6"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -945,13 +977,13 @@ test = ["pytest-cov"]
 
 [[package]]
 name = "cloudpickle"
-version = "2.2.1"
-description = "Extended pickling support for Python objects"
+version = "3.0.0"
+description = "Pickler class to extend the standard pickle.Pickler functionality"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -967,32 +999,30 @@ files = [
 
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 name = "comm"
-version = "0.1.3"
+version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
-traitlets = ">=5.3"
+traitlets = ">=4"
 
 [package.extras]
-lint = ["black (>=22.6.0)", "mdformat (>0.7)", "mdformat-gfm (>=0.3.5)", "ruff (>=0.0.156)"]
 test = ["pytest"]
-typing = ["mypy (>=0.990)"]
 
 [[package]]
 name = "contextily"
-version = "1.5.0"
+version = "1.6.0"
 description = "Context geo-tiles in Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -1007,75 +1037,76 @@ xyzservices = "*"
 
 [[package]]
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-version = "1.1.0"
+version = "1.2.1"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 ]
 
 [package.extras]
@@ -1189,15 +1251,19 @@ test = ["coverage (>=4.4.2)", "mock (>=1.3.0)", "pytest", "pytest-cov"]
 
 [[package]]
 name = "cycler"
-version = "0.11.0"
+version = "0.12.1"
 description = "Composable style cycles"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
+[package.extras]
+docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+
 [[package]]
 name = "dacite"
 version = "1.8.1"
@@ -1213,30 +1279,32 @@ dev = ["black", "coveralls", "mypy", "pre-commit", "pylint", "pytest (>=5)", "py
 
 [[package]]
 name = "dask"
-version = "2022.8.1"
+version = "2024.5.1"
 description = "Parallel PyData with Task Scheduling"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
-cloudpickle = ">=1.1.1"
-fsspec = ">=0.6.0"
+click = ">=8.1"
+cloudpickle = ">=1.5.0"
+fsspec = ">=2021.09.0"
+importlib-metadata = {version = ">=4.13.0", markers = "python_version < \"3.12\""}
 packaging = ">=20.0"
-partd = ">=0.3.10"
+partd = ">=1.2.0"
 pyyaml = ">=5.3.1"
-toolz = ">=0.8.2"
+toolz = ">=0.10.0"
 
 [package.extras]
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-complete = ["bokeh (>=2.4.2)", "distributed (==2022.8.1)", "jinja2", "numpy (>=1.18)", "pandas (>=1.0)"]
-dataframe = ["numpy (>=1.18)", "pandas (>=1.0)"]
-diagnostics = ["bokeh (>=2.4.2)", "jinja2"]
-distributed = ["distributed (==2022.8.1)"]
-test = ["pandas[test]", "pre-commit", "pytest", "pytest-rerunfailures", "pytest-xdist"]
+array = ["numpy (>=1.21)"]
+complete = ["dask[array,dataframe,diagnostics,distributed]", "lz4 (>=4.3.2)", "pyarrow (>=7.0)", "pyarrow-hotfix"]
+dataframe = ["dask-expr (>=1.1,<1.2)", "dask[array]", "pandas (>=1.3)"]
+diagnostics = ["bokeh (>=2.4.2)", "jinja2 (>=2.10.3)"]
+distributed = ["distributed (==2024.5.1)"]
+test = ["pandas[test]", "pre-commit", "pytest", "pytest-cov", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist"]
 
 [[package]]
 name = "dask-bigquery"
@@ -1279,13 +1347,13 @@ pygeos = "*"
 
 [[package]]
 name = "dask-labextension"
-version = "5.3.0"
+version = "5.3.1"
 description = "A JupyterLab extension for Dask."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -1296,13 +1364,13 @@ jupyterlab = ">=3.0.0"
 
 [[package]]
 name = "db-dtypes"
-version = "1.1.1"
+version = "1.2.0"
 description = "Pandas Data Types for SQL systems (BigQuery, Spanner)"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1324,29 +1392,33 @@ files = [
 
 [[package]]
 name = "debugpy"
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 [[package]]
@@ -1388,52 +1460,52 @@ matplotlib = "*"
 
 [[package]]
 name = "distlib"
-version = "0.3.7"
+version = "0.3.8"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
 name = "distributed"
-version = "2022.8.1"
+version = "2024.5.1"
 description = "Distributed scheduler for Dask"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 [package.dependencies]
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+zict = ">=3.0.0"
 
 [[package]]
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 description = "Docutils -- Python Documentation Utilities"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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 [[package]]
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-
-[package.extras]
-test = ["pytest (>=6)"]
-
 [[package]]
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-version = "1.2.0"
+version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
-python-versions = "*"
+python-versions = ">=3.5"
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 ]
 
 [package.extras]
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+tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
 
 [[package]]
 name = "fastjsonschema"
-version = "2.18.0"
+version = "2.19.1"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.extras]
@@ -1502,50 +1560,49 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
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+python-versions = ">=3.9"
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 fsspec = "*"
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 packaging = "*"
 pandas = ">=1.5.0"
 
@@ -1645,46 +1702,51 @@ files = [
 
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 [package.dependencies]
@@ -1693,14 +1755,13 @@ certifi = "*"
 click = ">=8.0,<9.0"
 click-plugins = ">=1.0"
 cligj = ">=0.5"
-importlib-metadata = {version = "*", markers = "python_version < \"3.10\""}
 six = "*"
 
 [package.extras]
-all = ["Fiona[calc,s3,test]"]
+all = ["fiona[calc,s3,test]"]
 calc = ["shapely"]
 s3 = ["boto3 (>=1.3.1)"]
-test = ["Fiona[s3]", "pytest (>=7)", "pytest-cov", "pytz"]
+test = ["fiona[s3]", "pytest (>=7)", "pytest-cov", "pytz"]
 
 [[package]]
 name = "folium"
@@ -1724,140 +1785,175 @@ testing = ["pytest"]
 
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 ]
 
 [[package]]
 name = "fsspec"
-version = "2023.6.0"
+version = "2023.12.2"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1901,19 +1997,19 @@ six = ">=1.8.0"
 
 [[package]]
 name = "gcsfs"
-version = "2023.6.0"
+version = "2023.12.2.post1"
 description = "Convenient Filesystem interface over GCS"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1"
 decorator = ">4.1.2"
-fsspec = "2023.6.0"
+fsspec = "2023.12.2"
 google-auth = ">=1.2"
 google-auth-oauthlib = "*"
 google-cloud-storage = "*"
@@ -1954,17 +2050,18 @@ test = ["pytest", "pytest-cov", "shapely"]
 
 [[package]]
 name = "geopandas"
-version = "0.14.0"
+version = "0.14.4"
 description = "Geographic pandas extensions"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
 fiona = ">=1.8.21"
+numpy = ">=1.22"
 packaging = "*"
 pandas = ">=1.4.0"
 pyproj = ">=3.3.0"
@@ -1995,20 +2092,21 @@ timezone = ["pytz"]
 
 [[package]]
 name = "google-api-core"
-version = "2.11.1"
+version = "2.19.0"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
 google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
-grpcio = {version = ">=1.33.2,<2.0dev", optional = true, markers = "extra == \"grpc\""}
-grpcio-status = {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "extra == \"grpc\""}
+grpcio = {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}
+grpcio-status = {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}
+proto-plus = ">=1.22.3,<2.0.0dev"
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
 requests = ">=2.18.0,<3.0.0.dev0"
 
@@ -2019,21 +2117,19 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.22.0"
+version = "2.29.0"
 description = "Google Authentication Library"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
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+    {file = "google-auth-2.29.0.tar.gz", hash = "sha256:672dff332d073227550ffc7457868ac4218d6c500b155fe6cc17d2b13602c360"},
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 ]
 
 [package.dependencies]
 cachetools = ">=2.0.0,<6.0"
 pyasn1-modules = ">=0.2.1"
 rsa = ">=3.1.4,<5"
-six = ">=1.9.0"
-urllib3 = "<2.0"
 
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
@@ -2044,13 +2140,13 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "google-auth-oauthlib"
-version = "1.0.0"
+version = "1.2.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "google-auth-oauthlib-1.0.0.tar.gz", hash = "sha256:e375064964820b47221a7e1b7ee1fd77051b6323c3f9e3e19785f78ab67ecfc5"},
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+    {file = "google-auth-oauthlib-1.2.0.tar.gz", hash = "sha256:292d2d3783349f2b0734a0a0207b1e1e322ac193c2c09d8f7c613fb7cc501ea8"},
+    {file = "google_auth_oauthlib-1.2.0-py2.py3-none-any.whl", hash = "sha256:297c1ce4cb13a99b5834c74a1fe03252e1e499716718b190f56bcb9c4abc4faf"},
 ]
 
 [package.dependencies]
@@ -2062,66 +2158,66 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "google-cloud-bigquery"
-version = "3.11.4"
+version = "3.23.1"
 description = "Google BigQuery API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-bigquery-3.11.4.tar.gz", hash = "sha256:697df117241a2283bcbb93b21e10badc14e51c9a90800d2a7e1a3e1c7d842974"},
-    {file = "google_cloud_bigquery-3.11.4-py2.py3-none-any.whl", hash = "sha256:5fa7897743a0ed949ade25a0942fc9e7557d8fce307c6f8a76d1b604cf27f1b1"},
+    {file = "google-cloud-bigquery-3.23.1.tar.gz", hash = "sha256:4b4597f9291b42102c9667d3b4528f801d4c8f24ef2b12dd1ecb881273330955"},
+    {file = "google_cloud_bigquery-3.23.1-py2.py3-none-any.whl", hash = "sha256:9fb72884fdbec9c4643cea6b7f21e1ecf3eb61d5305f87493d271dc801647a9e"},
 ]
 
 [package.dependencies]
-google-api-core = {version = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0dev", extras = ["grpc"]}
+google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
+google-auth = ">=2.14.1,<3.0.0dev"
 google-cloud-core = ">=1.6.0,<3.0.0dev"
 google-resumable-media = ">=0.6.0,<3.0dev"
-grpcio = ">=1.47.0,<2.0dev"
 packaging = ">=20.0.0"
-proto-plus = ">=1.15.0,<2.0.0dev"
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 python-dateutil = ">=2.7.2,<3.0dev"
 requests = ">=2.21.0,<3.0.0dev"
 
 [package.extras]
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 bqstorage = ["google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "pyarrow (>=3.0.0)"]
-geopandas = ["Shapely (>=1.8.4,<2.0dev)", "geopandas (>=0.9.0,<1.0dev)"]
+geopandas = ["Shapely (>=1.8.4,<3.0.0dev)", "geopandas (>=0.9.0,<1.0dev)"]
 ipython = ["ipykernel (>=6.0.0)", "ipython (>=7.23.1,!=8.1.0)"]
 ipywidgets = ["ipykernel (>=6.0.0)", "ipywidgets (>=7.7.0)"]
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 tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"]
 
 [[package]]
 name = "google-cloud-bigquery-storage"
-version = "2.22.0"
+version = "2.25.0"
 description = "Google Cloud Bigquery Storage API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
 google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
-proto-plus = ">=1.22.0,<2.0.0dev"
+google-auth = ">=2.14.1,<3.0.0dev"
+proto-plus = {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""}
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
 
 [package.extras]
 fastavro = ["fastavro (>=0.21.2)"]
-pandas = ["pandas (>=0.21.1)"]
+pandas = ["importlib-metadata (>=1.0.0)", "pandas (>=0.21.1)"]
 pyarrow = ["pyarrow (>=0.15.0)"]
 
 [[package]]
 name = "google-cloud-core"
-version = "2.3.3"
+version = "2.4.1"
 description = "Google Cloud API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2129,24 +2225,25 @@ google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0dev"
 google-auth = ">=1.25.0,<3.0dev"
 
 [package.extras]
-grpc = ["grpcio (>=1.38.0,<2.0dev)"]
+grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-storage"
-version = "2.10.0"
+version = "2.16.0"
 description = "Google Cloud Storage API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
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-google-auth = ">=1.25.0,<3.0dev"
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+google-auth = ">=2.26.1,<3.0dev"
 google-cloud-core = ">=2.3.0,<3.0dev"
-google-resumable-media = ">=2.3.2"
+google-crc32c = ">=1.0,<2.0dev"
+google-resumable-media = ">=2.6.0"
 requests = ">=2.18.0,<3.0.0dev"
 
 [package.extras]
@@ -2234,31 +2331,31 @@ testing = ["pytest"]
 
 [[package]]
 name = "google-resumable-media"
-version = "2.5.0"
+version = "2.7.0"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
 optional = false
 python-versions = ">= 3.7"
 files = [
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 [package.dependencies]
 google-crc32c = ">=1.0,<2.0dev"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)"]
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 requests = ["requests (>=2.18.0,<3.0.0dev)"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.60.0"
+version = "1.63.0"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2269,168 +2366,163 @@ grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
 [[package]]
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-version = "0.20.1"
+version = "0.20.3"
 description = "Simple Python interface for Graphviz"
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-python-versions = ">=3.7"
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 files = [
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 ]
 
 [package.extras]
 dev = ["flake8", "pep8-naming", "tox (>=3)", "twine", "wheel"]
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-test = ["coverage", "mock (>=4)", "pytest (>=7)", "pytest-cov", "pytest-mock (>=3)"]
+docs = ["sphinx (>=5,<7)", "sphinx-autodoc-typehints", "sphinx-rtd-theme"]
+test = ["coverage", "pytest (>=7,<8.1)", "pytest-cov", "pytest-mock (>=3)"]
 
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 [[package]]
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 ]
 
 [package.extras]
@@ -2495,13 +2587,13 @@ tests = ["freezegun", "pytest", "pytest-cov"]
 
 [[package]]
 name = "identify"
-version = "2.5.26"
+version = "2.5.36"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "identify-2.5.26-py2.py3-none-any.whl", hash = "sha256:c22a8ead0d4ca11f1edd6c9418c3220669b3b7533ada0a0ffa6cc0ef85cf9b54"},
-    {file = "identify-2.5.26.tar.gz", hash = "sha256:7243800bce2f58404ed41b7c002e53d4d22bcf3ae1b7900c2d7aefd95394bf7f"},
+    {file = "identify-2.5.36-py2.py3-none-any.whl", hash = "sha256:37d93f380f4de590500d9dba7db359d0d3da95ffe7f9de1753faa159e71e7dfa"},
+    {file = "identify-2.5.36.tar.gz", hash = "sha256:e5e00f54165f9047fbebeb4a560f9acfb8af4c88232be60a488e9b68d122745d"},
 ]
 
 [package.extras]
@@ -2509,13 +2601,13 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
-    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+    {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
+    {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
 ]
 
 [[package]]
@@ -2548,22 +2640,22 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "6.8.0"
+version = "7.1.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-6.8.0-py3-none-any.whl", hash = "sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb"},
-    {file = "importlib_metadata-6.8.0.tar.gz", hash = "sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743"},
+    {file = "importlib_metadata-7.1.0-py3-none-any.whl", hash = "sha256:30962b96c0c223483ed6cc7280e7f0199feb01a0e40cfae4d4450fc6fab1f570"},
+    {file = "importlib_metadata-7.1.0.tar.gz", hash = "sha256:b78938b926ee8d5f020fc4772d487045805a55ddbad2ecf21c6d60938dc7fcd2"},
 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "inflection"
@@ -2670,13 +2762,13 @@ pyarrow = "*"
 
 [[package]]
 name = "ipykernel"
-version = "6.25.0"
+version = "6.29.4"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.25.0-py3-none-any.whl", hash = "sha256:f0042e867ac3f6bca1679e6a88cbd6a58ed93a44f9d0866aecde6efe8de76659"},
-    {file = "ipykernel-6.25.0.tar.gz", hash = "sha256:e342ce84712861be4b248c4a73472be4702c1b0dd77448bfd6bcfb3af9d5ddf9"},
+    {file = "ipykernel-6.29.4-py3-none-any.whl", hash = "sha256:1181e653d95c6808039c509ef8e67c4126b3b3af7781496c7cbfb5ed938a27da"},
+    {file = "ipykernel-6.29.4.tar.gz", hash = "sha256:3d44070060f9475ac2092b760123fadf105d2e2493c24848b6691a7c4f42af5c"},
 ]
 
 [package.dependencies]
@@ -2690,7 +2782,7 @@ matplotlib-inline = ">=0.1"
 nest-asyncio = "*"
 packaging = "*"
 psutil = "*"
-pyzmq = ">=20"
+pyzmq = ">=24"
 tornado = ">=6.1"
 traitlets = ">=5.4.0"
 
@@ -2699,7 +2791,7 @@ cov = ["coverage[toml]", "curio", "matplotlib", "pytest-cov", "trio"]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
 pyqt5 = ["pyqt5"]
 pyside6 = ["pyside6"]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov", "pytest-timeout"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.23.5)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "ipyleaflet"
@@ -2719,42 +2811,40 @@ xyzservices = ">=2021.8.1"
 
 [[package]]
 name = "ipython"
-version = "8.14.0"
+version = "8.24.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
-    {file = "ipython-8.14.0-py3-none-any.whl", hash = "sha256:248aca623f5c99a6635bc3857677b7320b9b8039f99f070ee0d20a5ca5a8e6bf"},
-    {file = "ipython-8.14.0.tar.gz", hash = "sha256:1d197b907b6ba441b692c48cf2a3a2de280dc0ac91a3405b39349a50272ca0a1"},
+    {file = "ipython-8.24.0-py3-none-any.whl", hash = "sha256:d7bf2f6c4314984e3e02393213bab8703cf163ede39672ce5918c51fe253a2a3"},
+    {file = "ipython-8.24.0.tar.gz", hash = "sha256:010db3f8a728a578bb641fdd06c063b9fb8e96a9464c63aec6310fbcb5e80501"},
 ]
 
 [package.dependencies]
-appnope = {version = "*", markers = "sys_platform == \"darwin\""}
-backcall = "*"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
 jedi = ">=0.16"
 matplotlib-inline = "*"
-pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-pickleshare = "*"
-prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
+prompt-toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
-traitlets = ">=5"
-typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
+traitlets = ">=5.13.0"
+typing-extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
 
 [package.extras]
-all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
+all = ["ipython[black,doc,kernel,matplotlib,nbconvert,nbformat,notebook,parallel,qtconsole]", "ipython[test,test-extra]"]
 black = ["black"]
-doc = ["docrepr", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
+doc = ["docrepr", "exceptiongroup", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "stack-data", "typing-extensions"]
 kernel = ["ipykernel"]
+matplotlib = ["matplotlib"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
+test = ["pickleshare", "pytest", "pytest-asyncio (<0.22)", "testpath"]
+test-extra = ["curio", "ipython[test]", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.23)", "pandas", "trio"]
 
 [[package]]
 name = "ipython-genutils"
@@ -2769,13 +2859,13 @@ files = [
 
 [[package]]
 name = "ipywidgets"
-version = "7.8.0"
+version = "7.8.1"
 description = "IPython HTML widgets for Jupyter"
 optional = false
 python-versions = "*"
 files = [
-    {file = "ipywidgets-7.8.0-py2.py3-none-any.whl", hash = "sha256:47e5d57c2f73f6464ea422978106a119ab2721d88e2d4982282ebb54eb59a88e"},
-    {file = "ipywidgets-7.8.0.tar.gz", hash = "sha256:6412eb61d1ccde049f731084266b3c946117b3e8c2769923fc20ea35633ef77c"},
+    {file = "ipywidgets-7.8.1-py2.py3-none-any.whl", hash = "sha256:29f7056d368bf0a7b35d51cf0c56b58582da57c78bb9f765965fef7c332e807c"},
+    {file = "ipywidgets-7.8.1.tar.gz", hash = "sha256:050b87bb9ac11641859af4c36cdb639ca072fb5e121f0f1a401f8a80f9fa008d"},
 ]
 
 [package.dependencies]
@@ -2784,7 +2874,7 @@ ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""}
 ipython-genutils = ">=0.2.0,<0.3.0"
 jupyterlab-widgets = {version = ">=1.0.0,<3", markers = "python_version >= \"3.6\""}
 traitlets = ">=4.3.1"
-widgetsnbextension = ">=3.6.5,<3.7.0"
+widgetsnbextension = ">=3.6.6,<3.7.0"
 
 [package.extras]
 test = ["ipykernel", "mock", "pytest (>=3.6.0)", "pytest-cov"]
@@ -2803,6 +2893,20 @@ files = [
 [package.dependencies]
 six = "*"
 
+[[package]]
+name = "isoduration"
+version = "20.11.0"
+description = "Operations with ISO 8601 durations"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "isoduration-20.11.0-py3-none-any.whl", hash = "sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042"},
+    {file = "isoduration-20.11.0.tar.gz", hash = "sha256:ac2f9015137935279eac671f94f89eb00584f940f5dc49462a0c4ee692ba1bd9"},
+]
+
+[package.dependencies]
+arrow = ">=0.15.0"
+
 [[package]]
 name = "isort"
 version = "5.10.1"
@@ -2833,13 +2937,13 @@ files = [
 
 [[package]]
 name = "jedi"
-version = "0.19.0"
+version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "jedi-0.19.0-py2.py3-none-any.whl", hash = "sha256:cb8ce23fbccff0025e9386b5cf85e892f94c9b822378f8da49970471335ac64e"},
-    {file = "jedi-0.19.0.tar.gz", hash = "sha256:bcf9894f1753969cbac8022a8c2eaee06bfa3724e4192470aaffe7eb6272b0c4"},
+    {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
+    {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"},
 ]
 
 [package.dependencies]
@@ -2848,17 +2952,17 @@ parso = ">=0.8.3,<0.9.0"
 [package.extras]
 docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
 qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
-testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.3"
+version = "3.1.4"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
-    {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
+    {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"},
+    {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"},
 ]
 
 [package.dependencies]
@@ -2880,49 +2984,63 @@ files = [
 
 [[package]]
 name = "joblib"
-version = "1.3.1"
+version = "1.4.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "joblib-1.3.1-py3-none-any.whl", hash = "sha256:89cf0529520e01b3de7ac7b74a8102c90d16d54c64b5dd98cafcd14307fdf915"},
-    {file = "joblib-1.3.1.tar.gz", hash = "sha256:1f937906df65329ba98013dc9692fe22a4c5e4a648112de500508b18a21b41e3"},
+    {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"},
+    {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
 ]
 
 [[package]]
 name = "json5"
-version = "0.9.14"
+version = "0.9.25"
 description = "A Python implementation of the JSON5 data format."
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
-    {file = "json5-0.9.14-py2.py3-none-any.whl", hash = "sha256:740c7f1b9e584a468dbb2939d8d458db3427f2c93ae2139d05f47e453eae964f"},
-    {file = "json5-0.9.14.tar.gz", hash = "sha256:9ed66c3a6ca3510a976a9ef9b8c0787de24802724ab1860bc0153c7fdd589b02"},
+    {file = "json5-0.9.25-py3-none-any.whl", hash = "sha256:34ed7d834b1341a86987ed52f3f76cd8ee184394906b6e22a1e0deb9ab294e8f"},
+    {file = "json5-0.9.25.tar.gz", hash = "sha256:548e41b9be043f9426776f05df8635a00fe06104ea51ed24b67f908856e151ae"},
 ]
 
-[package.extras]
-dev = ["hypothesis"]
+[[package]]
+name = "jsonpointer"
+version = "2.4"
+description = "Identify specific nodes in a JSON document (RFC 6901)"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+files = [
+    {file = "jsonpointer-2.4-py2.py3-none-any.whl", hash = "sha256:15d51bba20eea3165644553647711d150376234112651b4f1811022aecad7d7a"},
+    {file = "jsonpointer-2.4.tar.gz", hash = "sha256:585cee82b70211fa9e6043b7bb89db6e1aa49524340dde8ad6b63206ea689d88"},
+]
 
 [[package]]
 name = "jsonschema"
-version = "3.2.0"
+version = "4.17.3"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "jsonschema-3.2.0-py2.py3-none-any.whl", hash = "sha256:4e5b3cf8216f577bee9ce139cbe72eca3ea4f292ec60928ff24758ce626cd163"},
-    {file = "jsonschema-3.2.0.tar.gz", hash = "sha256:c8a85b28d377cc7737e46e2d9f2b4f44ee3c0e1deac6bf46ddefc7187d30797a"},
+    {file = "jsonschema-4.17.3-py3-none-any.whl", hash = "sha256:a870ad254da1a8ca84b6a2905cac29d265f805acc57af304784962a2aa6508f6"},
+    {file = "jsonschema-4.17.3.tar.gz", hash = "sha256:0f864437ab8b6076ba6707453ef8f98a6a0d512a80e93f8abdb676f737ecb60d"},
 ]
 
 [package.dependencies]
 attrs = ">=17.4.0"
-pyrsistent = ">=0.14.0"
-setuptools = "*"
-six = ">=1.11.0"
+fqdn = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
+idna = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
+isoduration = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
+jsonpointer = {version = ">1.13", optional = true, markers = "extra == \"format-nongpl\""}
+pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+rfc3339-validator = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
+rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
+uri-template = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
+webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-nongpl\""}
 
 [package.extras]
-format = ["idna", "jsonpointer (>1.13)", "rfc3987", "strict-rfc3339", "webcolors"]
-format-nongpl = ["idna", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "webcolors"]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
 
 [[package]]
 name = "jupyter"
@@ -3010,13 +3128,13 @@ testing = ["coverage", "ipykernel", "jupytext", "matplotlib", "nbdime", "nbforma
 
 [[package]]
 name = "jupyter-client"
-version = "7.3.4"
+version = "7.4.9"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "jupyter_client-7.3.4-py3-none-any.whl", hash = "sha256:17d74b0d0a7b24f1c8c527b24fcf4607c56bee542ffe8e3418e50b21e514b621"},
-    {file = "jupyter_client-7.3.4.tar.gz", hash = "sha256:aa9a6c32054b290374f95f73bb0cae91455c58dfb84f65c8591912b8f65e6d56"},
+    {file = "jupyter_client-7.4.9-py3-none-any.whl", hash = "sha256:214668aaea208195f4c13d28eb272ba79f945fc0cf3f11c7092c20b2ca1980e7"},
+    {file = "jupyter_client-7.4.9.tar.gz", hash = "sha256:52be28e04171f07aed8f20e1616a5a552ab9fee9cbbe6c1896ae170c3880d392"},
 ]
 
 [package.dependencies]
@@ -3025,12 +3143,12 @@ jupyter-core = ">=4.9.2"
 nest-asyncio = ">=1.5.4"
 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
-tornado = ">=6.0"
+tornado = ">=6.2"
 traitlets = "*"
 
 [package.extras]
 doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["codecov", "coverage", "ipykernel (>=6.5)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
+test = ["codecov", "coverage", "ipykernel (>=6.12)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-console"
@@ -3058,13 +3176,13 @@ test = ["flaky", "pexpect", "pytest"]
 
 [[package]]
 name = "jupyter-core"
-version = "5.3.1"
+version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_core-5.3.1-py3-none-any.whl", hash = "sha256:ae9036db959a71ec1cac33081eeb040a79e681f08ab68b0883e9a676c7a90dce"},
-    {file = "jupyter_core-5.3.1.tar.gz", hash = "sha256:5ba5c7938a7f97a6b0481463f7ff0dbac7c15ba48cf46fa4035ca6e838aa1aba"},
+    {file = "jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409"},
+    {file = "jupyter_core-5.7.2.tar.gz", hash = "sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9"},
 ]
 
 [package.dependencies]
@@ -3073,8 +3191,32 @@ pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_
 traitlets = ">=5.3"
 
 [package.extras]
-docs = ["myst-parser", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
-test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
+test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"]
+
+[[package]]
+name = "jupyter-events"
+version = "0.6.3"
+description = "Jupyter Event System library"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jupyter_events-0.6.3-py3-none-any.whl", hash = "sha256:57a2749f87ba387cd1bfd9b22a0875b889237dbf2edc2121ebb22bde47036c17"},
+    {file = "jupyter_events-0.6.3.tar.gz", hash = "sha256:9a6e9995f75d1b7146b436ea24d696ce3a35bfa8bfe45e0c33c334c79464d0b3"},
+]
+
+[package.dependencies]
+jsonschema = {version = ">=3.2.0", extras = ["format-nongpl"]}
+python-json-logger = ">=2.0.4"
+pyyaml = ">=5.3"
+rfc3339-validator = "*"
+rfc3986-validator = ">=0.1.1"
+traitlets = ">=5.3"
+
+[package.extras]
+cli = ["click", "rich"]
+docs = ["jupyterlite-sphinx", "myst-parser", "pydata-sphinx-theme", "sphinxcontrib-spelling"]
+test = ["click", "coverage", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "pytest-cov", "rich"]
 
 [[package]]
 name = "jupyter-resource-usage"
@@ -3127,6 +3269,25 @@ websocket-client = "*"
 [package.extras]
 test = ["coverage", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-mock", "pytest-timeout", "pytest-tornasync", "requests"]
 
+[[package]]
+name = "jupyter-server-fileid"
+version = "0.9.2"
+description = "Jupyter Server extension providing an implementation of the File ID service."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jupyter_server_fileid-0.9.2-py3-none-any.whl", hash = "sha256:76a2fbcea6950968485dcd509c2d6ac417ca11e61ab1ad447a475f0878ca808f"},
+    {file = "jupyter_server_fileid-0.9.2.tar.gz", hash = "sha256:ffb11460ca5f8567644f6120b25613fca8e3f3048b38d14c6e3fe1902f314a9b"},
+]
+
+[package.dependencies]
+jupyter-events = ">=0.5.0"
+jupyter-server = ">=1.15,<3"
+
+[package.extras]
+cli = ["click"]
+test = ["jupyter-server[test] (>=1.15,<3)", "pytest", "pytest-cov", "pytest-jupyter"]
+
 [[package]]
 name = "jupyter-server-proxy"
 version = "4.1.2"
@@ -3140,7 +3301,6 @@ files = [
 
 [package.dependencies]
 aiohttp = "*"
-importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
 jupyter-server = ">=1.0"
 simpervisor = ">=1.0"
 tornado = ">=5.1"
@@ -3152,15 +3312,52 @@ classic = ["jupyter-server (<2)", "jupyterlab (>=3.0.0,<4.0.0a0)", "notebook (<7
 lab = ["jupyter-server (>=2)", "jupyterlab (>=4.0.5,<5.0.0a0)", "nbclassic", "notebook (>=7)"]
 test = ["pytest", "pytest-asyncio", "pytest-cov", "pytest-html"]
 
+[[package]]
+name = "jupyter-server-ydoc"
+version = "0.8.0"
+description = "A Jupyter Server Extension Providing Y Documents."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jupyter_server_ydoc-0.8.0-py3-none-any.whl", hash = "sha256:969a3a1a77ed4e99487d60a74048dc9fa7d3b0dcd32e60885d835bbf7ba7be11"},
+    {file = "jupyter_server_ydoc-0.8.0.tar.gz", hash = "sha256:a6fe125091792d16c962cc3720c950c2b87fcc8c3ecf0c54c84e9a20b814526c"},
+]
+
+[package.dependencies]
+jupyter-server-fileid = ">=0.6.0,<1"
+jupyter-ydoc = ">=0.2.0,<0.4.0"
+ypy-websocket = ">=0.8.2,<0.9.0"
+
+[package.extras]
+test = ["coverage", "jupyter-server[test] (>=2.0.0a0)", "pytest (>=7.0)", "pytest-cov", "pytest-timeout", "pytest-tornasync"]
+
+[[package]]
+name = "jupyter-ydoc"
+version = "0.2.5"
+description = "Document structures for collaborative editing using Ypy"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jupyter_ydoc-0.2.5-py3-none-any.whl", hash = "sha256:5759170f112c70320a84217dd98d287699076ae65a7f88d458d57940a9f2b882"},
+    {file = "jupyter_ydoc-0.2.5.tar.gz", hash = "sha256:5a02ca7449f0d875f73e8cb8efdf695dddef15a8e71378b1f4eda6b7c90f5382"},
+]
+
+[package.dependencies]
+y-py = ">=0.6.0,<0.7.0"
+
+[package.extras]
+dev = ["click", "jupyter-releaser"]
+test = ["pre-commit", "pytest", "pytest-asyncio", "websockets (>=10.0)", "ypy-websocket (>=0.8.4,<0.9.0)"]
+
 [[package]]
 name = "jupyterlab"
-version = "3.5.3"
+version = "3.6.7"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "jupyterlab-3.5.3-py3-none-any.whl", hash = "sha256:8e1a4414b681dafd3f19bd45cb0c79cb713bc78ef4e8440b95d86881c23a9fe5"},
-    {file = "jupyterlab-3.5.3.tar.gz", hash = "sha256:51e889448ae194eeef8e50f63f5c4f487f728f477befe436e9749672f7511dbe"},
+    {file = "jupyterlab-3.6.7-py3-none-any.whl", hash = "sha256:d92d57d402f53922bca5090654843aa08e511290dff29fdb0809eafbbeb6df98"},
+    {file = "jupyterlab-3.6.7.tar.gz", hash = "sha256:2fadeaec161b0d1aec19f17721d8b803aef1d267f89c8b636b703be14f435c8f"},
 ]
 
 [package.dependencies]
@@ -3168,15 +3365,17 @@ ipython = "*"
 jinja2 = ">=2.1"
 jupyter-core = "*"
 jupyter-server = ">=1.16.0,<3"
-jupyterlab-server = ">=2.10,<3.0"
+jupyter-server-ydoc = ">=0.8.0,<0.9.0"
+jupyter-ydoc = ">=0.2.4,<0.3.0"
+jupyterlab-server = ">=2.19,<3.0"
 nbclassic = "*"
 notebook = "<7"
 packaging = "*"
-tomli = "*"
 tornado = ">=6.1.0"
 
 [package.extras]
-test = ["check-manifest", "coverage", "jupyterlab-server[test]", "pre-commit", "pytest (>=6.0)", "pytest-check-links (>=0.5)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.6.0)", "pytest-tornasync", "requests", "requests-cache", "virtualenv"]
+docs = ["jsx-lexer", "myst-parser", "pytest", "pytest-check-links", "pytest-tornasync", "sphinx (>=1.8)", "sphinx-copybutton", "sphinx-rtd-theme"]
+test = ["check-manifest", "coverage", "jupyterlab-server[test]", "pre-commit", "pytest (>=6.0)", "pytest-check-links (>=0.5)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "requests", "requests-cache", "virtualenv"]
 
 [[package]]
 name = "jupyterlab-code-formatter"
@@ -3194,52 +3393,49 @@ jupyterlab = ">=3.0,<4.0"
 
 [[package]]
 name = "jupyterlab-pygments"
-version = "0.2.2"
+version = "0.3.0"
 description = "Pygments theme using JupyterLab CSS variables"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab_pygments-0.2.2-py2.py3-none-any.whl", hash = "sha256:2405800db07c9f770863bcf8049a529c3dd4d3e28536638bd7c1c01d2748309f"},
-    {file = "jupyterlab_pygments-0.2.2.tar.gz", hash = "sha256:7405d7fde60819d905a9fa8ce89e4cd830e318cdad22a0030f7a901da705585d"},
+    {file = "jupyterlab_pygments-0.3.0-py3-none-any.whl", hash = "sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780"},
+    {file = "jupyterlab_pygments-0.3.0.tar.gz", hash = "sha256:721aca4d9029252b11cfa9d185e5b5af4d54772bb8072f9b7036f4170054d35d"},
 ]
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.16.6"
+version = "2.24.0"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "jupyterlab_server-2.16.6-py3-none-any.whl", hash = "sha256:df4cd2633068ca13449b05cbe1320ee69e64aa303f7a0d7492d10d1254a4b422"},
-    {file = "jupyterlab_server-2.16.6.tar.gz", hash = "sha256:5061b0ca0731d4ab346aac9ced7ad419f6751b058b3405eedfee66d013d8c355"},
+    {file = "jupyterlab_server-2.24.0-py3-none-any.whl", hash = "sha256:5f077e142bb8dc9b843d960f940c513581bceca3793a0d80f9c67d9522c4e876"},
+    {file = "jupyterlab_server-2.24.0.tar.gz", hash = "sha256:4e6f99e0a5579bbbc32e449c4dbb039561d4f1a7827d5733273ed56738f21f07"},
 ]
 
 [package.dependencies]
 babel = ">=2.10"
-importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
 jinja2 = ">=3.0.3"
 json5 = ">=0.9.0"
-jsonschema = ">=3.0.1"
+jsonschema = ">=4.17.3"
 jupyter-server = ">=1.21,<3"
 packaging = ">=21.3"
 requests = ">=2.28"
 
 [package.extras]
-docs = ["autodoc-traits", "docutils (<0.20)", "jinja2 (<3.2.0)", "mistune (<3)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi"]
-lint = ["black[jupyter] (>=22.6.0)", "mdformat (>0.7)", "mdformat-gfm (>=0.3.5)", "ruff (>=0.0.156)"]
-openapi = ["openapi-core (>=0.14.2)", "ruamel-yaml"]
-test = ["codecov", "ipykernel", "openapi-core (>=0.14.2,<0.15.0)", "openapi-spec-validator (<0.6)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6)", "pytest-timeout", "requests-mock", "ruamel-yaml", "strict-rfc3339"]
-typing = ["mypy (>=0.990)"]
+docs = ["autodoc-traits", "jinja2 (<3.2.0)", "mistune (<4)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi (>0.8)"]
+openapi = ["openapi-core (>=0.16.1,<0.17.0)", "ruamel-yaml"]
+test = ["hatch", "ipykernel", "jupyterlab-server[openapi]", "openapi-spec-validator (>=0.5.1,<0.7.0)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
 
 [[package]]
 name = "jupyterlab-widgets"
-version = "1.1.5"
+version = "1.1.7"
 description = "A JupyterLab extension."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "jupyterlab_widgets-1.1.5-py3-none-any.whl", hash = "sha256:7bc9a5642f6741945e873183695c28b02665a7f075aa36f7cca8b52ab984e581"},
-    {file = "jupyterlab_widgets-1.1.5.tar.gz", hash = "sha256:18565a93d88ade31cc69307ebd47edf6be774bc4772c1bf1a688d807f464e2a1"},
+    {file = "jupyterlab_widgets-1.1.7-py3-none-any.whl", hash = "sha256:0c4548cf42032e490447e4180f2c7d49ba5c30b42164992b38fb8c9d56c4e1b2"},
+    {file = "jupyterlab_widgets-1.1.7.tar.gz", hash = "sha256:318dab34267915d658e7b0dc57433ff0ce0d52b3e283986b73b66f7ab9017ae8"},
 ]
 
 [[package]]
@@ -3266,108 +3462,141 @@ toml = ["toml"]
 
 [[package]]
 name = "kiwisolver"
-version = "1.4.4"
+version = "1.4.5"
 description = "A fast implementation of the Cassowary constraint solver"
 optional = false
 python-versions = ">=3.7"
 files = [
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+scikit-learn = ">=1.0"
+scipy = ">=1.8"
 
 [package.extras]
+all = ["numba[dev,docs,speedups,tests]"]
+dev = ["black", "pre-commit", "ruff"]
 docs = ["nbsphinx", "numpydoc", "sphinx (>=1.4.3)", "sphinx-bootstrap-theme", "sphinx-gallery", "sphinxcontrib-bibtex"]
-speedups = ["numba"]
-tests = ["codecov", "geopandas", "libpysal", "networkx", "palettable", "pytest", "pytest-cov", "pytest-xdist"]
+speedups = ["numba (>=0.54)"]
+tests = ["geopandas", "libpysal", "matplotlib", "pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "markdown-it-py"
@@ -3609,71 +3887,71 @@ testing = ["coverage", "psutil", "pytest (>=3.6,<4)", "pytest-benchmark (>=3.2,<
 
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 [[package]]
 name = "multimethod"
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+version = "1.11.2"
 description = "Multiple argument dispatching."
 optional = false
-python-versions = ">=3.7"
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 files = [
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 [[package]]
@@ -3998,13 +4285,13 @@ files = [
 
 [[package]]
 name = "myst-nb"
-version = "1.0.0"
+version = "1.1.0"
 description = "A Jupyter Notebook Sphinx reader built on top of the MyST markdown parser."
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.dependencies]
@@ -4022,7 +4309,7 @@ typing-extensions = "*"
 [package.extras]
 code-style = ["pre-commit"]
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 [[package]]
 name = "myst-parser"
@@ -4052,33 +4339,20 @@ testing-docutils = ["pygments", "pytest (>=7,<8)", "pytest-param-files (>=0.3.4,
 
 [[package]]
 name = "nbclassic"
-version = "1.0.0"
+version = "1.1.0"
 description = "Jupyter Notebook as a Jupyter Server extension."
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 python-versions = ">=3.7"
 files = [
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 [package.extras]
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@@ -4145,19 +4419,19 @@ webpdf = ["pyppeteer (>=1,<1.1)"]
 
 [[package]]
 name = "nbformat"
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+version = "5.10.4"
 description = "The Jupyter Notebook format"
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 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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 jsonschema = ">=2.6"
-jupyter-core = "*"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 traitlets = ">=5.1"
 
 [package.extras]
@@ -4166,32 +4440,32 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.7"
+version = "1.6.0"
 description = "Patch asyncio to allow nested event loops"
 optional = false
 python-versions = ">=3.5"
 files = [
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 ]
 
 [[package]]
 name = "networkx"
-version = "3.1"
+version = "3.3"
 description = "Python package for creating and manipulating graphs and networks"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 files = [
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 ]
 
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-test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
+default = ["matplotlib (>=3.6)", "numpy (>=1.23)", "pandas (>=1.4)", "scipy (>=1.9,!=1.11.0,!=1.11.1)"]
+developer = ["changelist (==0.5)", "mypy (>=1.1)", "pre-commit (>=3.2)", "rtoml"]
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+test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
 name = "nodeenv"
@@ -4209,13 +4483,13 @@ setuptools = "*"
 
 [[package]]
 name = "notebook"
-version = "6.5.4"
+version = "6.5.7"
 description = "A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ipykernel = "*"
 ipython-genutils = "*"
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 ]
 
 [[package]]
@@ -4355,14 +4624,18 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
 [[package]]
 name = "olefile"
-version = "0.46"
+version = "0.47"
 description = "Python package to parse, read and write Microsoft OLE2 files (Structured Storage or Compound Document, Microsoft Office)"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
-    {file = "olefile-0.46.zip", hash = "sha256:133b031eaf8fd2c9399b78b8bc5b8fcbe4c31e85295749bb17a87cba8f3c3964"},
+    {file = "olefile-0.47-py2.py3-none-any.whl", hash = "sha256:543c7da2a7adadf21214938bb79c83ea12b473a4b6ee4ad4bf854e7715e13d1f"},
+    {file = "olefile-0.47.zip", hash = "sha256:599383381a0bf3dfbd932ca0ca6515acd174ed48870cbf7fee123d698c192c1c"},
 ]
 
+[package.extras]
+tests = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "openpyxl"
 version = "3.0.9"
@@ -4393,13 +4666,13 @@ six = ">=1.8.0"
 
 [[package]]
 name = "outcome"
-version = "1.2.0"
+version = "1.3.0.post0"
 description = "Capture the outcome of Python function calls."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "outcome-1.2.0-py2.py3-none-any.whl", hash = "sha256:c4ab89a56575d6d38a05aa16daeaa333109c1f96167aba8901ab18b6b5e0f7f5"},
-    {file = "outcome-1.2.0.tar.gz", hash = "sha256:6f82bd3de45da303cf1f771ecafa1633750a358436a8bb60e06a1ceb745d2672"},
+    {file = "outcome-1.3.0.post0-py2.py3-none-any.whl", hash = "sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b"},
+    {file = "outcome-1.3.0.post0.tar.gz", hash = "sha256:9dcf02e65f2971b80047b377468e72a268e15c0af3cf1238e6ff14f7f91143b8"},
 ]
 
 [package.dependencies]
@@ -4407,13 +4680,13 @@ attrs = ">=19.2.0"
 
 [[package]]
 name = "packaging"
-version = "23.1"
+version = "24.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "packaging-23.1-py3-none-any.whl", hash = "sha256:994793af429502c4ea2ebf6bf664629d07c1a9fe974af92966e4b8d2df7edc61"},
-    {file = "packaging-23.1.tar.gz", hash = "sha256:a392980d2b6cffa644431898be54b0045151319d1e7ec34f0cfed48767dd334f"},
+    {file = "packaging-24.0-py3-none-any.whl", hash = "sha256:2ddfb553fdf02fb784c234c7ba6ccc288296ceabec964ad2eae3777778130bc5"},
+    {file = "packaging-24.0.tar.gz", hash = "sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9"},
 ]
 
 [[package]]
@@ -4453,7 +4726,7 @@ files = [
 ]
 
 [package.dependencies]
-numpy = {version = ">=1.20.3", markers = "python_version < \"3.10\""}
+numpy = {version = ">=1.23.2", markers = "python_version >= \"3.11\""}
 python-dateutil = ">=2.8.1"
 pytz = ">=2020.1"
 
@@ -4489,47 +4762,48 @@ tqdm = ["tqdm (>=4.23.0)"]
 
 [[package]]
 name = "pandocfilters"
-version = "1.5.0"
+version = "1.5.1"
 description = "Utilities for writing pandoc filters in python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
-    {file = "pandocfilters-1.5.0-py2.py3-none-any.whl", hash = "sha256:33aae3f25fd1a026079f5d27bdd52496f0e0803b3469282162bafdcbdf6ef14f"},
-    {file = "pandocfilters-1.5.0.tar.gz", hash = "sha256:0b679503337d233b4339a817bfc8c50064e2eff681314376a47cb582305a7a38"},
+    {file = "pandocfilters-1.5.1-py2.py3-none-any.whl", hash = "sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc"},
+    {file = "pandocfilters-1.5.1.tar.gz", hash = "sha256:002b4a555ee4ebc03f8b66307e287fa492e4a77b4ea14d3f934328297bb4939e"},
 ]
 
 [[package]]
 name = "papermill"
-version = "2.4.0"
-description = "Parametrize and run Jupyter and nteract Notebooks"
+version = "2.6.0"
+description = "Parameterize and run Jupyter and nteract Notebooks"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "papermill-2.4.0-py3-none-any.whl", hash = "sha256:baa76f0441257d9a25b3ad7c895e761341b94f9a70ca98cf419247fc728932d9"},
-    {file = "papermill-2.4.0.tar.gz", hash = "sha256:6f8f8a9b06b39677f207c09100c8d386bcf592f0cbbdda9f0f50e81445697627"},
+    {file = "papermill-2.6.0-py3-none-any.whl", hash = "sha256:0f09da6ef709f3f14dde77cb1af052d05b14019189869affff374c9e612f2dd5"},
+    {file = "papermill-2.6.0.tar.gz", hash = "sha256:9fe2a91912fd578f391b4cc8d6d105e73124dcd0cde2a43c3c4a1c77ac88ea24"},
 ]
 
 [package.dependencies]
-ansiwrap = "*"
+ansicolors = "*"
 click = "*"
 entrypoints = "*"
 nbclient = ">=0.2.0"
-nbformat = ">=5.1.2"
+nbformat = ">=5.2.0"
 pyyaml = "*"
 requests = "*"
-tenacity = "*"
+tenacity = ">=5.0.2"
 tqdm = ">=4.32.2"
 
 [package.extras]
-all = ["azure-datalake-store (>=0.0.30)", "azure-storage-blob (>=12.1.0)", "black (>=19.3b0)", "boto3", "gcsfs (>=0.2.0)", "pyarrow (>=2.0)", "requests (>=2.21.0)"]
-azure = ["azure-datalake-store (>=0.0.30)", "azure-storage-blob (>=12.1.0)", "requests (>=2.21.0)"]
+all = ["PyGithub (>=1.55)", "azure-datalake-store (>=0.0.30)", "azure-identity (>=1.3.1)", "azure-storage-blob (>=12.1.0)", "black (>=19.3b0)", "boto3", "gcsfs (>=0.2.0)", "pyarrow (>=2.0)", "requests (>=2.21.0)"]
+azure = ["azure-datalake-store (>=0.0.30)", "azure-identity (>=1.3.1)", "azure-storage-blob (>=12.1.0)", "requests (>=2.21.0)"]
 black = ["black (>=19.3b0)"]
-dev = ["attrs (>=17.4.0)", "azure-datalake-store (>=0.0.30)", "azure-storage-blob (>=12.1.0)", "black (>=19.3b0)", "boto3", "botocore", "bumpversion", "check-manifest", "codecov", "coverage", "flake8", "gcsfs (>=0.2.0)", "google-compute-engine", "ipython (>=5.0)", "ipywidgets", "moto", "notebook", "pip (>=18.1)", "pre-commit", "pyarrow (>=2.0)", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "pytest-env (>=0.6.2)", "pytest-mock (>=1.10)", "recommonmark", "requests (>=2.21.0)", "setuptools (>=38.6.0)", "tox", "twine (>=1.11.0)", "wheel (>=0.31.0)"]
+dev = ["attrs (>=17.4.0)", "azure-datalake-store (>=0.0.30)", "azure-identity (>=1.3.1)", "azure-storage-blob (>=12.1.0)", "black (>=19.3b0)", "boto3", "botocore", "bumpversion", "check-manifest", "codecov", "coverage", "gcsfs (>=0.2.0)", "google-compute-engine", "ipython (>=5.0)", "ipywidgets", "moto (>=5.0.0,<5.1.0)", "notebook", "pip (>=18.1)", "pre-commit", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "pytest-env (>=0.6.2)", "pytest-mock (>=1.10)", "recommonmark", "requests (>=2.21.0)", "setuptools (>=38.6.0)", "tox", "twine (>=1.11.0)", "wheel (>=0.31.0)"]
+docs = ["PyGithub (>=1.55)", "Sphinx (>=7.2.6)", "azure-datalake-store (>=0.0.30)", "azure-identity (>=1.3.1)", "azure-storage-blob (>=12.1.0)", "black (>=19.3b0)", "boto3", "entrypoints", "furo (>=2023.9.10)", "gcsfs (>=0.2.0)", "moto (>=4.2.8)", "myst-parser (>=2.0.0)", "nbformat", "pyarrow (>=2.0)", "requests (>=2.21.0)", "sphinx-copybutton (>=0.5.2)"]
 gcs = ["gcsfs (>=0.2.0)"]
 github = ["PyGithub (>=1.55)"]
 hdfs = ["pyarrow (>=2.0)"]
 s3 = ["boto3"]
-test = ["attrs (>=17.4.0)", "azure-datalake-store (>=0.0.30)", "azure-storage-blob (>=12.1.0)", "black (>=19.3b0)", "boto3", "botocore", "bumpversion", "check-manifest", "codecov", "coverage", "flake8", "gcsfs (>=0.2.0)", "google-compute-engine", "ipython (>=5.0)", "ipywidgets", "moto", "notebook", "pip (>=18.1)", "pre-commit", "pyarrow (>=2.0)", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "pytest-env (>=0.6.2)", "pytest-mock (>=1.10)", "recommonmark", "requests (>=2.21.0)", "setuptools (>=38.6.0)", "tox", "twine (>=1.11.0)", "wheel (>=0.31.0)"]
+test = ["attrs (>=17.4.0)", "azure-datalake-store (>=0.0.30)", "azure-identity (>=1.3.1)", "azure-storage-blob (>=12.1.0)", "black (>=19.3b0)", "boto3", "botocore", "bumpversion", "check-manifest", "codecov", "coverage", "gcsfs (>=0.2.0)", "google-compute-engine", "ipython (>=5.0)", "ipywidgets", "moto (>=5.0.0,<5.1.0)", "notebook", "pip (>=18.1)", "pre-commit", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "pytest-env (>=0.6.2)", "pytest-mock (>=1.10)", "recommonmark", "requests (>=2.21.0)", "setuptools (>=38.6.0)", "tox", "twine (>=1.11.0)", "wheel (>=0.31.0)"]
 
 [[package]]
 name = "parsedatetime"
@@ -4544,28 +4818,28 @@ files = [
 
 [[package]]
 name = "parso"
-version = "0.8.3"
+version = "0.8.4"
 description = "A Python Parser"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "parso-0.8.3-py2.py3-none-any.whl", hash = "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"},
-    {file = "parso-0.8.3.tar.gz", hash = "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0"},
+    {file = "parso-0.8.4-py2.py3-none-any.whl", hash = "sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18"},
+    {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"},
 ]
 
 [package.extras]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["docopt", "pytest (<6.0.0)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["docopt", "pytest"]
 
 [[package]]
 name = "partd"
-version = "1.4.0"
+version = "1.4.2"
 description = "Appendable key-value storage"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
-    {file = "partd-1.4.0-py3-none-any.whl", hash = "sha256:7a63529348cf0dff14b986db641cd1b83c16b5cb9fc647c2851779db03282ef8"},
-    {file = "partd-1.4.0.tar.gz", hash = "sha256:aa0ff35dbbcc807ae374db56332f4c1b39b46f67bf2975f5151e0b4186aed0d5"},
+    {file = "partd-1.4.2-py3-none-any.whl", hash = "sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f"},
+    {file = "partd-1.4.2.tar.gz", hash = "sha256:d022c33afbdc8405c226621b015e8067888173d85f7f5ecebb3cafed9a20f02c"},
 ]
 
 [package.dependencies]
@@ -4573,28 +4847,28 @@ locket = "*"
 toolz = "*"
 
 [package.extras]
-complete = ["blosc", "numpy (>=1.9.0)", "pandas (>=0.19.0)", "pyzmq"]
+complete = ["blosc", "numpy (>=1.20.0)", "pandas (>=1.3)", "pyzmq"]
 
 [[package]]
 name = "pathspec"
-version = "0.11.2"
+version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pathspec-0.11.2-py3-none-any.whl", hash = "sha256:1d6ed233af05e679efb96b1851550ea95bbb64b7c490b0f5aa52996c11e92a20"},
-    {file = "pathspec-0.11.2.tar.gz", hash = "sha256:e0d8d0ac2f12da61956eb2306b69f9469b42f4deb0f3cb6ed47b9cce9996ced3"},
+    {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
+    {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
 ]
 
 [[package]]
 name = "patsy"
-version = "0.5.3"
+version = "0.5.6"
 description = "A Python package for describing statistical models and for building design matrices."
 optional = false
 python-versions = "*"
 files = [
-    {file = "patsy-0.5.3-py2.py3-none-any.whl", hash = "sha256:7eb5349754ed6aa982af81f636479b1b8db9d5b1a6e957a6016ec0534b5c86b7"},
-    {file = "patsy-0.5.3.tar.gz", hash = "sha256:bdc18001875e319bc91c812c1eb6a10be4bb13cb81eb763f466179dca3b67277"},
+    {file = "patsy-0.5.6-py2.py3-none-any.whl", hash = "sha256:19056886fd8fa71863fa32f0eb090267f21fb74be00f19f5c70b2e9d76c883c6"},
+    {file = "patsy-0.5.6.tar.gz", hash = "sha256:95c6d47a7222535f84bff7f63d7303f2e297747a598db89cf5c67f0c0c7d2cdb"},
 ]
 
 [package.dependencies]
@@ -4640,13 +4914,13 @@ pytzdata = ">=2020.1"
 
 [[package]]
 name = "pexpect"
-version = "4.8.0"
+version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
 optional = false
 python-versions = "*"
 files = [
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 [package.dependencies]
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 docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
+fpx = ["olefile"]
+mic = ["olefile"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+typing = ["typing-extensions"]
+xmp = ["defusedxml"]
 
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+python-versions = ">=3.8"
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 [package.extras]
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
+docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
+type = ["mypy (>=1.8)"]
 
 [[package]]
 name = "plotly"
@@ -4825,13 +5109,13 @@ all = ["scikit-learn", "scikit-misc"]
 
 [[package]]
 name = "pluggy"
-version = "1.2.0"
+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -4840,13 +5124,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "portpicker"
-version = "1.5.2"
+version = "1.6.0"
 description = "A library to choose unique available network ports."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -4873,13 +5157,13 @@ virtualenv = ">=20.0.8"
 
 [[package]]
 name = "prometheus-client"
-version = "0.17.1"
+version = "0.20.0"
 description = "Python client for the Prometheus monitoring system."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -4887,13 +5171,13 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.39"
+version = "3.0.45"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -4901,13 +5185,13 @@ wcwidth = "*"
 
 [[package]]
 name = "proto-plus"
-version = "1.22.3"
+version = "1.23.0"
 description = "Beautiful, Pythonic protocol buffers."
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 python-versions = ">=3.6"
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 ]
 
 [package.dependencies]
@@ -4918,47 +5202,47 @@ testing = ["google-api-core[grpc] (>=1.31.5)"]
 
 [[package]]
 name = "protobuf"
-version = "4.23.4"
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 description = ""
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 [package.extras]
@@ -5023,47 +5307,47 @@ PyYAML = "*"
 
 [[package]]
 name = "pyarrow"
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 description = "Python library for Apache Arrow"
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 python-versions = ">=3.8"
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 name = "pybtex"
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 [package.dependencies]
@@ -5236,45 +5520,44 @@ test = ["pytest", "pytest-cov", "pytest-regressions"]
 
 [[package]]
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 cli = ["click (>=5.0)"]
 
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 [[package]]
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 [[package]]
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@@ -6062,30 +6414,31 @@ scipy = ">=1.0"
 
 [[package]]
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 [package.extras]
 docs = ["matplotlib", "numpydoc (==1.1.*)", "sphinx", "sphinx-book-theme", "sphinx-remove-toctrees"]
@@ -6232,13 +6586,13 @@ files = [
 
 [[package]]
 name = "sniffio"
-version = "1.3.0"
+version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -6283,37 +6637,36 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.4.1"
+version = "2.5"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "sphinx"
-version = "5.3.0"
+version = "6.2.1"
 description = "Python documentation generator"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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 babel = ">=2.9"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
-docutils = ">=0.14,<0.20"
+docutils = ">=0.18.1,<0.20"
 imagesize = ">=1.3"
-importlib-metadata = {version = ">=4.8", markers = "python_version < \"3.10\""}
 Jinja2 = ">=3.0"
 packaging = ">=21.0"
-Pygments = ">=2.12"
-requests = ">=2.5.0"
+Pygments = ">=2.13"
+requests = ">=2.25.0"
 snowballstemmer = ">=2.0"
 sphinxcontrib-applehelp = "*"
 sphinxcontrib-devhelp = "*"
@@ -6324,18 +6677,18 @@ sphinxcontrib-serializinghtml = ">=1.1.5"
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["docutils-stubs", "flake8 (>=3.5.0)", "flake8-bugbear", "flake8-comprehensions", "flake8-simplify", "isort", "mypy (>=0.981)", "sphinx-lint", "types-requests", "types-typed-ast"]
-test = ["cython", "html5lib", "pytest (>=4.6)", "typed_ast"]
+lint = ["docutils-stubs", "flake8 (>=3.5.0)", "flake8-simplify", "isort", "mypy (>=0.990)", "ruff", "sphinx-lint", "types-requests"]
+test = ["cython", "filelock", "html5lib", "pytest (>=4.6)"]
 
 [[package]]
 name = "sphinx-book-theme"
-version = "1.1.0"
+version = "1.1.2"
 description = "A clean book theme for scientific explanations and documentation with Sphinx"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -6386,13 +6739,13 @@ rtd = ["ipython", "myst-nb", "sphinx", "sphinx-book-theme", "sphinx-examples"]
 
 [[package]]
 name = "sphinx-design"
-version = "0.5.0"
+version = "0.6.0"
 description = "A sphinx extension for designing beautiful, view size responsive web components."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -6401,11 +6754,12 @@ sphinx = ">=5,<8"
 [package.extras]
 code-style = ["pre-commit (>=3,<4)"]
 rtd = ["myst-parser (>=1,<3)"]
-testing = ["myst-parser (>=1,<3)", "pytest (>=7.1,<8.0)", "pytest-cov", "pytest-regressions"]
-theme-furo = ["furo (>=2023.7.0,<2023.8.0)"]
-theme-pydata = ["pydata-sphinx-theme (>=0.13.0,<0.14.0)"]
-theme-rtd = ["sphinx-rtd-theme (>=1.0,<2.0)"]
-theme-sbt = ["sphinx-book-theme (>=1.0,<2.0)"]
+testing = ["defusedxml", "myst-parser (>=1,<3)", "pytest (>=7.1,<8.0)", "pytest-cov", "pytest-regressions"]
+theme-furo = ["furo (>=2024.5.4,<2024.6.0)"]
+theme-im = ["sphinx-immaterial (>=0.11.11,<0.12.0)"]
+theme-pydata = ["pydata-sphinx-theme (>=0.15.2,<0.16.0)"]
+theme-rtd = ["sphinx-rtd-theme (>=2.0,<3.0)"]
+theme-sbt = ["sphinx-book-theme (>=1.1,<2.0)"]
 
 [[package]]
 name = "sphinx-external-toc"
@@ -6470,13 +6824,13 @@ testing = ["coverage (<5.0)", "jupyter-book", "pytest (>=5.4,<6.0)", "pytest-cov
 
 [[package]]
 name = "sphinx-thebe"
-version = "0.3.0"
+version = "0.3.1"
 description = "Integrate interactive code blocks into your documentation with Thebe and Binder."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "sphinx_thebe-0.3.1.tar.gz", hash = "sha256:576047f45560e82f64aa5f15200b1eb094dcfe1c5b8f531a8a65bd208e25a493"},
 ]
 
 [package.dependencies]
@@ -6509,17 +6863,18 @@ sphinx = ["matplotlib", "myst-nb", "numpy", "sphinx-book-theme", "sphinx-design"
 
 [[package]]
 name = "sphinxcontrib-applehelp"
-version = "1.0.4"
+version = "1.0.8"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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-patsy = ">=0.5.2"
-scipy = ">=1.4,<1.9.2 || >1.9.2"
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+build = ["cython (>=0.29.33)"]
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 docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "numpydoc", "pandas-datareader", "sphinx"]
 
 [[package]]
@@ -6816,38 +7162,39 @@ files = [
 
 [[package]]
 name = "tblib"
-version = "2.0.0"
+version = "3.0.0"
 description = "Traceback serialization library."
 optional = false
-python-versions = ">=3.7"
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 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
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 [package.extras]
-doc = ["reno", "sphinx", "tornado (>=4.5)"]
+doc = ["reno", "sphinx"]
+test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
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+version = "0.18.1"
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 [package.dependencies]
@@ -6858,6 +7205,7 @@ tornado = ">=6.1.0"
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
+typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
 
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-python-versions = ">=3.7"
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 [package.dependencies]
@@ -6908,7 +7245,7 @@ webencodings = ">=0.4"
 
 [package.extras]
 doc = ["sphinx", "sphinx_rtd_theme"]
-test = ["flake8", "isort", "pytest"]
+test = ["pytest", "ruff"]
 
 [[package]]
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-
 [[package]]
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-python-versions = ">=3.5"
+python-versions = ">=3.7"
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+    {file = "tornado-6.4-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f0251554cdd50b4b44362f73ad5ba7126fc5b2c2895cc62b14a1c2d7ea32f212"},
+    {file = "tornado-6.4-cp38-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:fd03192e287fbd0899dd8f81c6fb9cbbc69194d2074b38f384cb6fa72b80e9c2"},
+    {file = "tornado-6.4-cp38-abi3-musllinux_1_1_i686.whl", hash = "sha256:88b84956273fbd73420e6d4b8d5ccbe913c65d31351b4c004ae362eba06e1f78"},
+    {file = "tornado-6.4-cp38-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:71ddfc23a0e03ef2df1c1397d859868d158c8276a0603b96cf86892bff58149f"},
+    {file = "tornado-6.4-cp38-abi3-win32.whl", hash = "sha256:6f8a6c77900f5ae93d8b4ae1196472d0ccc2775cc1dfdc9e7727889145c45052"},
+    {file = "tornado-6.4-cp38-abi3-win_amd64.whl", hash = "sha256:10aeaa8006333433da48dec9fe417877f8bcc21f48dda8d661ae79da357b2a63"},
+    {file = "tornado-6.4.tar.gz", hash = "sha256:72291fa6e6bc84e626589f1c29d90a5a6d593ef5ae68052ee2ef000dfd273dee"},
 ]
 
 [[package]]
 name = "tqdm"
-version = "4.65.0"
+version = "4.66.4"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.65.0-py3-none-any.whl", hash = "sha256:c4f53a17fe37e132815abceec022631be8ffe1b9381c2e6e30aa70edc99e9671"},
-    {file = "tqdm-4.65.0.tar.gz", hash = "sha256:1871fb68a86b8fb3b59ca4cdd3dcccbc7e6d613eeed31f4c332531977b89beb5"},
+    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
+    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.9.0"
+version = "5.14.3"
 description = "Traitlets Python configuration system"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "traitlets-5.9.0-py3-none-any.whl", hash = "sha256:9e6ec080259b9a5940c797d58b613b5e31441c2257b87c2e795c5228ae80d2d8"},
-    {file = "traitlets-5.9.0.tar.gz", hash = "sha256:f6cde21a9c68cf756af02035f72d5a723bf607e862e7be33ece505abf4a3bad9"},
+    {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"},
+    {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "traittypes"
@@ -7047,64 +7343,65 @@ test = ["numpy", "pandas", "pytest", "xarray"]
 
 [[package]]
 name = "trio"
-version = "0.22.2"
+version = "0.24.0"
 description = "A friendly Python library for async concurrency and I/O"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "trio-0.22.2-py3-none-any.whl", hash = "sha256:f43da357620e5872b3d940a2e3589aa251fd3f881b65a608d742e00809b1ec38"},
-    {file = "trio-0.22.2.tar.gz", hash = "sha256:3887cf18c8bcc894433420305468388dac76932e9668afa1c49aa3806b6accb3"},
+    {file = "trio-0.24.0-py3-none-any.whl", hash = "sha256:c3bd3a4e3e3025cd9a2241eae75637c43fe0b9e88b4c97b9161a55b9e54cd72c"},
+    {file = "trio-0.24.0.tar.gz", hash = "sha256:ffa09a74a6bf81b84f8613909fb0beaee84757450183a7a2e0b47b455c0cac5d"},
 ]
 
 [package.dependencies]
 attrs = ">=20.1.0"
 cffi = {version = ">=1.14", markers = "os_name == \"nt\" and implementation_name != \"pypy\""}
-exceptiongroup = {version = ">=1.0.0rc9", markers = "python_version < \"3.11\""}
 idna = "*"
 outcome = "*"
-sniffio = "*"
+sniffio = ">=1.3.0"
 sortedcontainers = "*"
 
 [[package]]
 name = "trio-websocket"
-version = "0.10.3"
+version = "0.11.1"
 description = "WebSocket library for Trio"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "trio-websocket-0.10.3.tar.gz", hash = "sha256:1a748604ad906a7dcab9a43c6eb5681e37de4793ba0847ef0bc9486933ed027b"},
-    {file = "trio_websocket-0.10.3-py3-none-any.whl", hash = "sha256:a9937d48e8132ebf833019efde2a52ca82d223a30a7ea3e8d60a7d28f75a4e3a"},
+    {file = "trio-websocket-0.11.1.tar.gz", hash = "sha256:18c11793647703c158b1f6e62de638acada927344d534e3c7628eedcb746839f"},
+    {file = "trio_websocket-0.11.1-py3-none-any.whl", hash = "sha256:520d046b0d030cf970b8b2b2e00c4c2245b3807853ecd44214acd33d74581638"},
 ]
 
 [package.dependencies]
-exceptiongroup = "*"
 trio = ">=0.11"
 wsproto = ">=0.14"
 
 [[package]]
 name = "typeguard"
-version = "2.13.3"
+version = "4.3.0"
 description = "Run-time type checker for Python"
 optional = false
-python-versions = ">=3.5.3"
+python-versions = ">=3.8"
 files = [
-    {file = "typeguard-2.13.3-py3-none-any.whl", hash = "sha256:5e3e3be01e887e7eafae5af63d1f36c849aaa94e3a0112097312aabfa16284f1"},
-    {file = "typeguard-2.13.3.tar.gz", hash = "sha256:00edaa8da3a133674796cf5ea87d9f4b4c367d77476e185e80251cc13dfbb8c4"},
+    {file = "typeguard-4.3.0-py3-none-any.whl", hash = "sha256:4d24c5b39a117f8a895b9da7a9b3114f04eb63bade45a4492de49b175b6f7dfa"},
+    {file = "typeguard-4.3.0.tar.gz", hash = "sha256:92ee6a0aec9135181eae6067ebd617fd9de8d75d714fb548728a4933b1dea651"},
 ]
 
+[package.dependencies]
+typing-extensions = ">=4.10.0"
+
 [package.extras]
-doc = ["sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["mypy", "pytest", "typing-extensions"]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.3.0)"]
+test = ["coverage[toml] (>=7)", "mypy (>=1.2.0)", "pytest (>=7)"]
 
 [[package]]
 name = "typer"
-version = "0.9.0"
+version = "0.9.4"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "typer-0.9.0-py3-none-any.whl", hash = "sha256:5d96d986a21493606a358cae4461bd8cdf83cbf33a5aa950ae629ca3b51467ee"},
-    {file = "typer-0.9.0.tar.gz", hash = "sha256:50922fd79aea2f4751a8e0408ff10d2662bd0c8bbfa84755a699f3bada2978b2"},
+    {file = "typer-0.9.4-py3-none-any.whl", hash = "sha256:aa6c4a4e2329d868b80ecbaf16f807f2b54e192209d7ac9dd42691d63f7a54eb"},
+    {file = "typer-0.9.4.tar.gz", hash = "sha256:f714c2d90afae3a7929fcd72a3abb08df305e1ff61719381384211c4070af57f"},
 ]
 
 [package.dependencies]
@@ -7115,62 +7412,88 @@ typing-extensions = ">=3.7.4.3"
 all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
 dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
 doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
-test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.910)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.971)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+
+[[package]]
+name = "types-python-dateutil"
+version = "2.9.0.20240316"
+description = "Typing stubs for python-dateutil"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "types-python-dateutil-2.9.0.20240316.tar.gz", hash = "sha256:5d2f2e240b86905e40944dd787db6da9263f0deabef1076ddaed797351ec0202"},
+    {file = "types_python_dateutil-2.9.0.20240316-py3-none-any.whl", hash = "sha256:6b8cb66d960771ce5ff974e9dd45e38facb81718cc1e208b10b1baccbfdbee3b"},
+]
 
 [[package]]
 name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.12.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
-    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
+    {file = "typing_extensions-4.12.0-py3-none-any.whl", hash = "sha256:b349c66bea9016ac22978d800cfff206d5f9816951f12a7d0ec5578b0a819594"},
+    {file = "typing_extensions-4.12.0.tar.gz", hash = "sha256:8cbcdc8606ebcb0d95453ad7dc5065e6237b6aa230a31e81d0f440c30fed5fd8"},
 ]
 
 [[package]]
 name = "tzdata"
-version = "2023.3"
+version = "2024.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
-    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
+    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
+    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
 ]
 
 [[package]]
 name = "uc-micro-py"
-version = "1.0.2"
+version = "1.0.3"
 description = "Micro subset of unicode data files for linkify-it-py projects."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "uc-micro-py-1.0.2.tar.gz", hash = "sha256:30ae2ac9c49f39ac6dce743bd187fcd2b574b16ca095fa74cd9396795c954c54"},
-    {file = "uc_micro_py-1.0.2-py3-none-any.whl", hash = "sha256:8c9110c309db9d9e87302e2f4ad2c3152770930d88ab385cd544e7a7e75f3de0"},
+    {file = "uc-micro-py-1.0.3.tar.gz", hash = "sha256:d321b92cff673ec58027c04015fcaa8bb1e005478643ff4a500882eaab88c48a"},
+    {file = "uc_micro_py-1.0.3-py3-none-any.whl", hash = "sha256:db1dffff340817673d7b466ec86114a9dc0e9d4d9b5ba229d9d60e5c12600cd5"},
 ]
 
 [package.extras]
 test = ["coverage", "pytest", "pytest-cov"]
 
+[[package]]
+name = "uri-template"
+version = "1.3.0"
+description = "RFC 6570 URI Template Processor"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "uri-template-1.3.0.tar.gz", hash = "sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7"},
+    {file = "uri_template-1.3.0-py3-none-any.whl", hash = "sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"},
+]
+
+[package.extras]
+dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-modern-annotations", "flake8-noqa", "flake8-pyproject", "flake8-requirements", "flake8-typechecking-import", "flake8-use-fstring", "mypy", "pep8-naming", "types-PyYAML"]
+
 [[package]]
 name = "urllib3"
-version = "1.26.18"
+version = "2.2.1"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+python-versions = ">=3.8"
 files = [
-    {file = "urllib3-1.26.18-py2.py3-none-any.whl", hash = "sha256:34b97092d7e0a3a8cf7cd10e386f401b3737364026c45e622aa02903dffe0f07"},
-    {file = "urllib3-1.26.18.tar.gz", hash = "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"},
+    {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"},
+    {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"},
 ]
 
 [package.dependencies]
-PySocks = {version = ">=1.5.6,<1.5.7 || >1.5.7,<2.0", optional = true, markers = "extra == \"socks\""}
+pysocks = {version = ">=1.5.6,<1.5.7 || >1.5.7,<2.0", optional = true, markers = "extra == \"socks\""}
 
 [package.extras]
-brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+h2 = ["h2 (>=4,<5)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "utm"
@@ -7199,22 +7522,22 @@ pandas = ">=1.0.0,<2.0.0"
 
 [[package]]
 name = "virtualenv"
-version = "20.24.2"
+version = "20.26.2"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.24.2-py3-none-any.whl", hash = "sha256:43a3052be36080548bdee0b42919c88072037d50d56c28bd3f853cbe92b953ff"},
-    {file = "virtualenv-20.24.2.tar.gz", hash = "sha256:fd8a78f46f6b99a67b7ec5cf73f92357891a7b3a40fd97637c27f854aae3b9e0"},
+    {file = "virtualenv-20.26.2-py3-none-any.whl", hash = "sha256:a624db5e94f01ad993d476b9ee5346fdf7b9de43ccaee0e0197012dc838a0e9b"},
+    {file = "virtualenv-20.26.2.tar.gz", hash = "sha256:82bf0f4eebbb78d36ddaee0283d43fe5736b53880b8a8cdcd37390a07ac3741c"},
 ]
 
 [package.dependencies]
 distlib = ">=0.3.7,<1"
 filelock = ">=3.12.2,<4"
-platformdirs = ">=3.9.1,<4"
+platformdirs = ">=3.9.1,<5"
 
 [package.extras]
-docs = ["furo (>=2023.5.20)", "proselint (>=0.13)", "sphinx (>=7.0.1)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
 test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
 
 [[package]]
@@ -7274,15 +7597,30 @@ visual-test = ["bqplot", "ipympl (==0.8.7)", "ipyvolume", "jupyterlab (>=3.0,<4.
 
 [[package]]
 name = "wcwidth"
-version = "0.2.6"
+version = "0.2.13"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = "*"
 files = [
-    {file = "wcwidth-0.2.6-py2.py3-none-any.whl", hash = "sha256:795b138f6875577cd91bba52baf9e445cd5118fd32723b460e30a0af30ea230e"},
-    {file = "wcwidth-0.2.6.tar.gz", hash = "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"},
+    {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
+    {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
+]
+
+[[package]]
+name = "webcolors"
+version = "1.13"
+description = "A library for working with the color formats defined by HTML and CSS."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "webcolors-1.13-py3-none-any.whl", hash = "sha256:29bc7e8752c0a1bd4a1f03c14d6e6a72e93d82193738fa860cbff59d0fcc11bf"},
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 ]
 
+[package.extras]
+docs = ["furo", "sphinx", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-notfound-page", "sphinxext-opengraph"]
+tests = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "webencodings"
 version = "0.5.1"
@@ -7296,108 +7634,110 @@ files = [
 
 [[package]]
 name = "websocket-client"
-version = "1.6.1"
+version = "1.8.0"
 description = "WebSocket client for Python with low level API options"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 ]
 
 [package.extras]
-docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
+docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx-rtd-theme (>=1.1.0)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
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-version = "11.0.3"
+version = "12.0"
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 [package.dependencies]
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+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:db8e58b9d79200c76956cefd14d5c90af54416ff5353c5bfd7cbe58818e26ef0"},
+    {file = "yarl-1.9.4-cp39-cp39-win32.whl", hash = "sha256:c7224cab95645c7ab53791022ae77a4509472613e839dab722a72abe5a684575"},
+    {file = "yarl-1.9.4-cp39-cp39-win_amd64.whl", hash = "sha256:824d6c50492add5da9374875ce72db7a0733b29c2394890aef23d533106e2b15"},
+    {file = "yarl-1.9.4-py3-none-any.whl", hash = "sha256:928cecb0ef9d5a7946eb6ff58417ad2fe9375762382f1bf5c55e61645f2c43ad"},
+    {file = "yarl-1.9.4.tar.gz", hash = "sha256:566db86717cf8080b99b58b083b773a908ae40f06681e87e589a976faf8246bf"},
 ]
 
 [package.dependencies]
@@ -7725,13 +8168,13 @@ multidict = ">=4.0"
 
 [[package]]
 name = "ydata-profiling"
-version = "4.4.0"
+version = "4.6.0"
 description = "Generate profile report for pandas DataFrame"
 optional = false
 python-versions = ">=3.7, <3.12"
 files = [
-    {file = "ydata-profiling-4.4.0.tar.gz", hash = "sha256:739c899ce689edaa08042a1fba98b591f4bbf7ecf0b66a4d6012d01de4cab091"},
-    {file = "ydata_profiling-4.4.0-py2.py3-none-any.whl", hash = "sha256:a49a2b92dc6d3351bc6f52bde9f8e97f91bf5aa3ec176a643736e8b7b50813ac"},
+    {file = "ydata-profiling-4.6.0.tar.gz", hash = "sha256:978b2a75865976df9faf008bd5296ea37dbe51f3d04eb47882063ac2f6fec5b3"},
+    {file = "ydata_profiling-4.6.0-py2.py3-none-any.whl", hash = "sha256:c754e475705c57a1dece77bbcc5445814aa96a52c7ecd6116c0a05b2f46715c8"},
 ]
 
 [package.dependencies]
@@ -7742,9 +8185,10 @@ ipywidgets = {version = ">=7.5.1", optional = true, markers = "extra == \"notebo
 jinja2 = ">=2.11.1,<3.2"
 jupyter-client = {version = ">=5.3.4", optional = true, markers = "extra == \"notebook\""}
 jupyter-core = {version = ">=4.6.3", optional = true, markers = "extra == \"notebook\""}
-matplotlib = ">=3.2,<4"
+matplotlib = ">=3.2,<=3.7.3"
 multimethod = ">=1.4,<2"
-numpy = ">=1.16.0,<1.24"
+numba = ">=0.56.0,<0.59.0"
+numpy = ">=1.16.0,<1.26"
 pandas = ">1.1,<1.4.0 || >1.4.0,<2.1"
 phik = ">=0.11.1,<0.13"
 pydantic = ">=1.8.1,<2"
@@ -7754,7 +8198,7 @@ scipy = ">=1.4.1,<1.12"
 seaborn = ">=0.10.1,<0.13"
 statsmodels = ">=0.13.2,<1"
 tqdm = ">=4.48.2,<5"
-typeguard = ">=2.13.2,<3"
+typeguard = ">=4.1.2,<5"
 visions = {version = "0.7.5", extras = ["type-image-path"]}
 wordcloud = ">=1.9.1"
 
@@ -7762,6 +8206,25 @@ wordcloud = ">=1.9.1"
 notebook = ["ipywidgets (>=7.5.1)", "jupyter-client (>=5.3.4)", "jupyter-core (>=4.6.3)"]
 unicode = ["tangled-up-in-unicode (==0.2.0)"]
 
+[[package]]
+name = "ypy-websocket"
+version = "0.8.4"
+description = "WebSocket connector for Ypy"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "ypy_websocket-0.8.4-py3-none-any.whl", hash = "sha256:b1ba0dfcc9762f0ca168d2378062d3ca1299d39076b0f145d961359121042be5"},
+    {file = "ypy_websocket-0.8.4.tar.gz", hash = "sha256:43a001473f5c8abcf182f603049cf305cbc855ad8deaa9dfa0f3b5a7cea9d0ff"},
+]
+
+[package.dependencies]
+aiofiles = ">=22.1.0,<23"
+aiosqlite = ">=0.17.0,<1"
+y-py = ">=0.6.0,<0.7.0"
+
+[package.extras]
+test = ["mypy", "pre-commit", "pytest", "pytest-asyncio", "websockets (>=10.0)"]
+
 [[package]]
 name = "zict"
 version = "3.0.0"
@@ -7775,20 +8238,20 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.16.2"
+version = "3.19.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+    {file = "zipp-3.19.0-py3-none-any.whl", hash = "sha256:96dc6ad62f1441bcaccef23b274ec471518daf4fbbc580341204936a5a3dddec"},
+    {file = "zipp-3.19.0.tar.gz", hash = "sha256:952df858fb3164426c976d9338d3961e8e8b3758e2e059e0f754b8c4262625ee"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = "~3.9"
-content-hash = "2d7228126419c9118db6bafbc4255887aec1d7da5968a2ac73c63a7c66735433"
+python-versions = "~3.11"
+content-hash = "58aa99272b14194d3b4e0741890964561f4593ec6a3574d61f8bdea30305da90"
diff --git a/images/jupyter-singleuser/pyproject.toml b/images/jupyter-singleuser/pyproject.toml
index 5b01a8f163..25069c44dc 100644
--- a/images/jupyter-singleuser/pyproject.toml
+++ b/images/jupyter-singleuser/pyproject.toml
@@ -1,11 +1,11 @@
 [tool.poetry]
 name = "jupyter-singleuser"
-version = "2024.5.23"
+version = "2024.5.24"
 description = ""
 authors = ["Soren Spicknall <soren.s@jarv.us>"]
 
 [tool.poetry.dependencies]
-python = "~3.9"
+python = "~3.11"
 black = "22.3.0"
 intake = "0.6.4"
 intake-dcat = "0.4.0"
@@ -21,21 +21,21 @@ folium = "0.12.1.post1"
 branca = "0.4.2"
 altair-saver = "0.5.0"
 vega = "3.5.0"
-pygeos = "0.12.0"
+pygeos = "0.14.0"
 Rtree = "0.9.7"
 openpyxl = "3.0.9"
 python-dotenv = "0.19.2"
 isort = "5.10.1"
-seaborn = "0.11.2"
+seaborn = "^0.11.2"
 csvkit = "1.0.7"
 pre-commit = "2.18.1"
 jupyter-resource-usage = "0.6.1"
-dask-labextension = "5.3.0"
+dask-labextension = "^5.3.0"
 matplotlib = "<=3.5"
-dask-geopandas = "0.2.0"
+dask-geopandas = "^0.2.0"
 dask-bigquery = "^2022.5.0"
-dask = "~2022.8"
-distributed = "~2022.8"
+dask = "~2024.5"
+# distributed = "~2022.8" Should show up in package regardless
 pyodbc = "^4.0.34"
 sqlalchemy-bigquery = "^1.4.4"
 siuba = "^0.4.0"
@@ -44,15 +44,15 @@ ydata-profiling = {extras = ["notebook"], version = "^4.0.0"}
 # https://github.com/statsmodels/statsmodels/issues/8543
 statsmodels = "<0.13.3 || >0.13.3,<0.13.4 || >0.13.4,<0.13.5 || >0.13.5"
 pendulum = "^2.1.2"
-numba = "^0.56.4"
-calitp-data-analysis = "2024.3.27"
-calitp-map-utils = "2023.8.1"
+# numba = "^0.56.4"
+calitp-data-analysis = "2024.5.28"
+calitp-map-utils = "2024.5.23"
 jupyter-book = "1.0.0"
 jupyter-server-proxy = "^4.1.1"
 
 [tool.poetry.dev-dependencies]
 pytest = "^7.2.0"
-
+llvmlite= "^0.40.0"
 [tool.poetry.group.shared_utils.dependencies]
 cpi = "^1.0.17"
 xmltodict = "^0.13.0"