diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index ed87413..34bd8ba 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -61,7 +61,7 @@ jobs:
         if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
         run: |
           poetry lock --no-update
-          poetry install
+          poetry install --with dev
           python -m pip install pytest-github-actions-annotate-failures
 
       - name: Run tests
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index cd7e78c..e97aaac 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -45,7 +45,7 @@ jobs:
         if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
         run: |
           poetry lock --no-update
-          poetry install
+          poetry install --only docs
 
       - name: Set up Quarto
         uses: quarto-dev/quarto-actions/setup@v2
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 24ef21d..4fafc8c 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -48,7 +48,7 @@ jobs:
         if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
         run: |
           poetry lock --no-update
-          poetry install
+          poetry install --with dev,release
           python -m pip install pytest-github-actions-annotate-failures
 
       - name: Run tests
diff --git a/poetry.lock b/poetry.lock
index 956a3ea..e8e143a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -33,6 +33,17 @@ doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphin
 test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (>=0.23)"]
 
+[[package]]
+name = "appdirs"
+version = "1.4.4"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+optional = false
+python-versions = "*"
+files = [
+    {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
+    {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
+]
+
 [[package]]
 name = "appnope"
 version = "0.1.4"
@@ -120,6 +131,23 @@ types-python-dateutil = ">=2.8.10"
 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 = "asgiref"
+version = "3.8.1"
+description = "ASGI specs, helper code, and adapters"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "asgiref-3.8.1-py3-none-any.whl", hash = "sha256:3e1e3ecc849832fe52ccf2cb6686b7a55f82bb1d6aee72a58826471390335e47"},
+    {file = "asgiref-3.8.1.tar.gz", hash = "sha256:c343bd80a0bec947a9860adb4c432ffa7db769836c64238fc34bdc3fec84d590"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
+
+[package.extras]
+tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
+
 [[package]]
 name = "asttokens"
 version = "2.4.1"
@@ -1634,6 +1662,26 @@ files = [
     {file = "kiwisolver-1.4.5.tar.gz", hash = "sha256:e57e563a57fb22a142da34f38acc2fc1a5c864bc29ca1517a88abc963e60d6ec"},
 ]
 
+[[package]]
+name = "linkify-it-py"
+version = "2.0.3"
+description = "Links recognition library with FULL unicode support."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "linkify-it-py-2.0.3.tar.gz", hash = "sha256:68cda27e162e9215c17d786649d1da0021a451bdc436ef9e0fa0ba5234b9b048"},
+    {file = "linkify_it_py-2.0.3-py3-none-any.whl", hash = "sha256:6bcbc417b0ac14323382aef5c5192c0075bf8a9d6b41820a2b66371eac6b6d79"},
+]
+
+[package.dependencies]
+uc-micro-py = "*"
+
+[package.extras]
+benchmark = ["pytest", "pytest-benchmark"]
+dev = ["black", "flake8", "isort", "pre-commit", "pyproject-flake8"]
+doc = ["myst-parser", "sphinx", "sphinx-book-theme"]
+test = ["coverage", "pytest", "pytest-cov"]
+
 [[package]]
 name = "lxml"
 version = "5.3.0"
@@ -1959,6 +2007,25 @@ files = [
 [package.dependencies]
 traitlets = "*"
 
+[[package]]
+name = "mdit-py-plugins"
+version = "0.4.1"
+description = "Collection of plugins for markdown-it-py"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "mdit_py_plugins-0.4.1-py3-none-any.whl", hash = "sha256:1020dfe4e6bfc2c79fb49ae4e3f5b297f5ccd20f010187acc52af2921e27dc6a"},
+    {file = "mdit_py_plugins-0.4.1.tar.gz", hash = "sha256:834b8ac23d1cd60cec703646ffd22ae97b7955a6d596eb1d304be1e251ae499c"},
+]
+
+[package.dependencies]
+markdown-it-py = ">=1.0.0,<4.0.0"
+
+[package.extras]
+code-style = ["pre-commit"]
+rtd = ["myst-parser", "sphinx-book-theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
 name = "mdurl"
 version = "0.1.2"
@@ -2857,6 +2924,20 @@ files = [
     {file = "python_json_logger-2.0.7-py3-none-any.whl", hash = "sha256:f380b826a991ebbe3de4d897aeec42760035ac760345e57b812938dc8b35e2bd"},
 ]
 
+[[package]]
+name = "python-multipart"
+version = "0.0.9"
+description = "A streaming multipart parser for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "python_multipart-0.0.9-py3-none-any.whl", hash = "sha256:97ca7b8ea7b05f977dc3849c3ba99d51689822fab725c3703af7c866a0c2b215"},
+    {file = "python_multipart-0.0.9.tar.gz", hash = "sha256:03f54688c663f1b7977105f021043b0793151e4cb1c1a9d4a11fc13d622c4026"},
+]
+
+[package.extras]
+dev = ["atomicwrites (==1.4.1)", "attrs (==23.2.0)", "coverage (==7.4.1)", "hatch", "invoke (==2.2.0)", "more-itertools (==10.2.0)", "pbr (==6.0.0)", "pluggy (==1.4.0)", "py (==1.11.0)", "pytest (==8.0.0)", "pytest-cov (==4.1.0)", "pytest-timeout (==2.2.0)", "pyyaml (==6.0.1)", "ruff (==0.2.1)"]
+
 [[package]]
 name = "python-semantic-release"
 version = "8.7.0"
@@ -3192,6 +3273,20 @@ watchdog = ">=3.0.0"
 [package.extras]
 dev = ["jupyterlab", "jupytext", "pre-commit", "pytest (<8.0.0)", "syrupy"]
 
+[[package]]
+name = "questionary"
+version = "2.0.1"
+description = "Python library to build pretty command line user prompts ⭐️"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "questionary-2.0.1-py3-none-any.whl", hash = "sha256:8ab9a01d0b91b68444dff7f6652c1e754105533f083cbe27597c8110ecc230a2"},
+    {file = "questionary-2.0.1.tar.gz", hash = "sha256:bcce898bf3dbb446ff62830c86c5c6fb9a22a54146f0f5597d3da43b10d8fc8b"},
+]
+
+[package.dependencies]
+prompt_toolkit = ">=2.0,<=3.0.36"
+
 [[package]]
 name = "referencing"
 version = "0.35.1"
@@ -3483,6 +3578,45 @@ files = [
     {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
 ]
 
+[[package]]
+name = "shiny"
+version = "1.0.0"
+description = "A web development framework for Python."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "shiny-1.0.0-py3-none-any.whl", hash = "sha256:026d4178da20ee8541a3d0d6d03cafc9da09c1a23676768a5169395c0deb8c36"},
+    {file = "shiny-1.0.0.tar.gz", hash = "sha256:21a5dddb38a6486f8cf3713228563e0c697c2c6f36ee9bf8f59ab73d07292564"},
+]
+
+[package.dependencies]
+appdirs = ">=1.4.4"
+asgiref = ">=3.5.2"
+click = {version = ">=8.1.4", markers = "platform_system != \"Emscripten\""}
+htmltools = ">=0.5.2"
+linkify-it-py = ">=1.0"
+markdown-it-py = ">=1.1.0"
+mdit-py-plugins = ">=0.3.0"
+packaging = ">=20.9"
+prompt-toolkit = {version = "*", markers = "platform_system != \"Emscripten\""}
+python-multipart = [
+    {version = ">=0.0.7", markers = "platform_system != \"Emscripten\""},
+    {version = "*", markers = "platform_system == \"Emscripten\""},
+]
+questionary = {version = ">=2.0.0", markers = "platform_system != \"Emscripten\""}
+setuptools = {version = "*", markers = "python_version >= \"3.12\""}
+starlette = "*"
+typing-extensions = ">=4.10.0"
+uvicorn = {version = ">=0.16.0", markers = "platform_system != \"Emscripten\""}
+watchfiles = {version = ">=0.18.0", markers = "platform_system != \"Emscripten\""}
+websockets = ">=10.0"
+
+[package.extras]
+dev = ["aiohttp", "anthropic", "beautifulsoup4", "black (>=24.0)", "flake8 (>=6.0.0)", "flake8-bugbear (>=23.2.13)", "google-generativeai", "isort (>=5.10.1)", "langchain-core", "libsass (>=0.23.0)", "matplotlib", "numpy", "ollama", "openai", "pandas", "pandas-stubs", "polars", "pre-commit (>=2.15.0)", "pyright (==1.1.369)", "python-dotenv", "shinyswatch (>=0.2.4)", "tokenizers", "wheel"]
+doc = ["griffe", "jupyter", "jupyter-client (<8.0.0)", "pydantic (>=2.7.4)", "quartodoc (==0.7.5)", "shinylive", "tabulate"]
+test = ["astropy", "bokeh", "coverage", "duckdb", "faicons", "folium", "geodatasets", "geopandas", "great-tables", "holoviews", "ipyleaflet", "missingno", "palmerpenguins", "playwright (>=1.43.0)", "plotly", "plotnine", "psutil", "pytest (>=6.2.4)", "pytest-asyncio (>=0.17.2)", "pytest-cov", "pytest-playwright (>=0.3.0)", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist", "ridgeplot", "rsconnect-python", "scikit-learn", "seaborn", "shinywidgets", "suntime", "syrupy", "timezonefinder", "xarray"]
+theme = ["libsass (>=0.23.0)"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -3562,6 +3696,24 @@ pure-eval = "*"
 [package.extras]
 tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
+[[package]]
+name = "starlette"
+version = "0.38.2"
+description = "The little ASGI library that shines."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "starlette-0.38.2-py3-none-any.whl", hash = "sha256:4ec6a59df6bbafdab5f567754481657f7ed90dc9d69b0c9ff017907dd54faeff"},
+    {file = "starlette-0.38.2.tar.gz", hash = "sha256:c7c0441065252160993a1a37cf2a73bb64d271b17303e0b0c1eb7191cfb12d75"},
+]
+
+[package.dependencies]
+anyio = ">=3.4.0,<5"
+typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7)", "pyyaml"]
+
 [[package]]
 name = "tabulate"
 version = "0.9.0"
@@ -3732,6 +3884,20 @@ files = [
     {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
 ]
 
+[[package]]
+name = "uc-micro-py"
+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-1.0.3.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"
@@ -3763,6 +3929,25 @@ h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[[package]]
+name = "uvicorn"
+version = "0.30.6"
+description = "The lightning-fast ASGI server."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "uvicorn-0.30.6-py3-none-any.whl", hash = "sha256:65fd46fe3fda5bdc1b03b94eb634923ff18cd35b2f084813ea79d1f103f711b5"},
+    {file = "uvicorn-0.30.6.tar.gz", hash = "sha256:4b15decdda1e72be08209e860a1e10e92439ad5b97cf44cc945fcbee66fc5788"},
+]
+
+[package.dependencies]
+click = ">=7.0"
+h11 = ">=0.8"
+typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
+
+[package.extras]
+standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
+
 [[package]]
 name = "virtualenv"
 version = "20.26.3"
@@ -3830,6 +4015,101 @@ files = [
 [package.extras]
 watchmedo = ["PyYAML (>=3.10)"]
 
+[[package]]
+name = "watchfiles"
+version = "0.24.0"
+description = "Simple, modern and high performance file watching and code reload in python."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "watchfiles-0.24.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:083dc77dbdeef09fa44bb0f4d1df571d2e12d8a8f985dccde71ac3ac9ac067a0"},
+    {file = "watchfiles-0.24.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e94e98c7cb94cfa6e071d401ea3342767f28eb5a06a58fafdc0d2a4974f4f35c"},
+    {file = "watchfiles-0.24.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:82ae557a8c037c42a6ef26c494d0631cacca040934b101d001100ed93d43f361"},
+    {file = "watchfiles-0.24.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:acbfa31e315a8f14fe33e3542cbcafc55703b8f5dcbb7c1eecd30f141df50db3"},
+    {file = "watchfiles-0.24.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b74fdffce9dfcf2dc296dec8743e5b0332d15df19ae464f0e249aa871fc1c571"},
+    {file = "watchfiles-0.24.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:449f43f49c8ddca87c6b3980c9284cab6bd1f5c9d9a2b00012adaaccd5e7decd"},
+    {file = "watchfiles-0.24.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4abf4ad269856618f82dee296ac66b0cd1d71450fc3c98532d93798e73399b7a"},
+    {file = "watchfiles-0.24.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9f895d785eb6164678ff4bb5cc60c5996b3ee6df3edb28dcdeba86a13ea0465e"},
+    {file = "watchfiles-0.24.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:7ae3e208b31be8ce7f4c2c0034f33406dd24fbce3467f77223d10cd86778471c"},
+    {file = "watchfiles-0.24.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:2efec17819b0046dde35d13fb8ac7a3ad877af41ae4640f4109d9154ed30a188"},
+    {file = "watchfiles-0.24.0-cp310-none-win32.whl", hash = "sha256:6bdcfa3cd6fdbdd1a068a52820f46a815401cbc2cb187dd006cb076675e7b735"},
+    {file = "watchfiles-0.24.0-cp310-none-win_amd64.whl", hash = "sha256:54ca90a9ae6597ae6dc00e7ed0a040ef723f84ec517d3e7ce13e63e4bc82fa04"},
+    {file = "watchfiles-0.24.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:bdcd5538e27f188dd3c804b4a8d5f52a7fc7f87e7fd6b374b8e36a4ca03db428"},
+    {file = "watchfiles-0.24.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2dadf8a8014fde6addfd3c379e6ed1a981c8f0a48292d662e27cabfe4239c83c"},
+    {file = "watchfiles-0.24.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6509ed3f467b79d95fc62a98229f79b1a60d1b93f101e1c61d10c95a46a84f43"},
+    {file = "watchfiles-0.24.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:8360f7314a070c30e4c976b183d1d8d1585a4a50c5cb603f431cebcbb4f66327"},
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+    {file = "watchfiles-0.24.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:73bde715f940bea845a95247ea3e5eb17769ba1010efdc938ffcb967c634fa61"},
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+    {file = "watchfiles-0.24.0-cp311-none-win32.whl", hash = "sha256:49d617df841a63b4445790a254013aea2120357ccacbed00253f9c2b5dc24e2d"},
+    {file = "watchfiles-0.24.0-cp311-none-win_amd64.whl", hash = "sha256:d3dcb774e3568477275cc76554b5a565024b8ba3a0322f77c246bc7111c5bb9c"},
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+    {file = "watchfiles-0.24.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:7211b463695d1e995ca3feb38b69227e46dbd03947172585ecb0588f19b0d87a"},
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 [[package]]
 name = "wcwidth"
 version = "0.2.13"
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 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
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+    {file = "websockets-13.0.1.tar.gz", hash = "sha256:4d6ece65099411cfd9a48d13701d7438d9c34f479046b34c50ff60bb8834e43e"},
+]
+
 [[package]]
 name = "widgetsnbextension"
 version = "4.0.11"
@@ -3991,4 +4366,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9"
-content-hash = "a626d151f8bc70e15bdbd1501a24760dc1ead740c88966b53b18739777f6e373"
+content-hash = "3e12af7aa8bb1c5e2f401321217cb779ce44f7dccb5a2e22e7d27dce5d5532eb"
diff --git a/pyproject.toml b/pyproject.toml
index e961ba0..5e98679 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,17 +41,34 @@ numpy = ">=1.26"
 seaborn = ">=0.12"
 lxml = ">=5.1.0"
 htmltools = ">=0.5"
-jupyter = "^1.0.0"
 wrapt = "^1.16.0"
 
+# Optional dependencies
+jupyter = { version = ">=1.0.0", optional = true }
+shiny = { version = ">=1.0.0", optional = true }
+
+
+[tool.poetry.extras]
+datascience = ["jupyter"]
+dashboard = ["shiny"]
+all = ["datascience", "dashboard"]
+
+
+[tool.poetry.group.docs.dependencies]
+quartodoc = ">=0.7.5"
+
+
 [tool.poetry.group.dev.dependencies]
 black = "23.3.0"
 pre-commit = "^3.3.2"
 pytest = "^7.3.2"
-python-semantic-release = "^8.7.0"
 pytest-mock = "^3.12.0"
 tox = "^4.13.0"
-quartodoc = "^0.7.5"
+
+
+[tool.poetry.group.release.dependencies]
+python-semantic-release = "^8.7.0"
+
 
 [tool.black]
 line-length = 88
diff --git a/tox.ini b/tox.ini
index cd0df86..296f5ef 100644
--- a/tox.ini
+++ b/tox.ini
@@ -15,5 +15,5 @@ allowlist_externals =
   poetry
   pytest
 commands =
-  poetry install -v
+  poetry install --with dev --all-extras --without release -v
   pytest tests