diff --git a/poetry.lock b/poetry.lock
index 41efb57..1db61ea 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,9 +1,10 @@
-# This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
 
 [[package]]
 name = "abstention"
 version = "0.1.3.1"
 description = "Functions for abstention, calibration and label shift domain adaptation"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -15,10 +16,27 @@ numpy = ">=1.9"
 scikit-learn = ">=0.20.0"
 scipy = ">=1.1.0"
 
+[[package]]
+name = "ansi2html"
+version = "1.8.0"
+description = ""
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "ansi2html-1.8.0-py3-none-any.whl", hash = "sha256:ef9cc9682539dbe524fbf8edad9c9462a308e04bce1170c32daa8fdfd0001785"},
+    {file = "ansi2html-1.8.0.tar.gz", hash = "sha256:38b82a298482a1fa2613f0f9c9beb3db72a8f832eeac58eb2e47bf32cd37f6d5"},
+]
+
+[package.extras]
+docs = ["Sphinx", "setuptools-scm", "sphinx-rtd-theme"]
+test = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "appnope"
 version = "0.1.3"
 description = "Disable App Nap on macOS >= 10.9"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -30,6 +48,7 @@ files = [
 name = "asttokens"
 version = "2.4.1"
 description = "Annotate AST trees with source code positions"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -48,6 +67,7 @@ test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 name = "bcrypt"
 version = "4.0.1"
 description = "Modern password hashing for your software and your servers"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -82,6 +102,7 @@ typecheck = ["mypy"]
 name = "bleach"
 version = "6.1.0"
 description = "An easy safelist-based HTML-sanitizing tool."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -96,10 +117,23 @@ webencodings = "*"
 [package.extras]
 css = ["tinycss2 (>=1.1.0,<1.3)"]
 
+[[package]]
+name = "blinker"
+version = "1.7.0"
+description = "Fast, simple object-to-object and broadcast signaling"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "blinker-1.7.0-py3-none-any.whl", hash = "sha256:c3f865d4d54db7abc53758a01601cf343fe55b84c1de4e3fa910e420b438d5b9"},
+    {file = "blinker-1.7.0.tar.gz", hash = "sha256:e6820ff6fa4e4d1d8e2747c2283749c3f547e4fee112b98555cdcdae32996182"},
+]
+
 [[package]]
 name = "bokeh"
 version = "3.3.1"
 description = "Interactive plots and applications in the browser from Python"
+category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -122,6 +156,7 @@ xyzservices = ">=2021.09.1"
 name = "certifi"
 version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -133,6 +168,7 @@ files = [
 name = "cffi"
 version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -197,6 +233,7 @@ pycparser = "*"
 name = "charset-normalizer"
 version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -292,10 +329,26 @@ files = [
     {file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"},
 ]
 
+[[package]]
+name = "click"
+version = "8.1.7"
+description = "Composable command line interface toolkit"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
+    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -307,6 +360,7 @@ files = [
 name = "comm"
 version = "0.2.0"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -324,6 +378,7 @@ test = ["pytest"]
 name = "contourpy"
 version = "1.2.0"
 description = "Python library for calculating contours of 2D quadrilateral grids"
+category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -387,6 +442,7 @@ test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 name = "coverage"
 version = "7.3.2"
 description = "Code coverage measurement for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -454,6 +510,7 @@ toml = ["tomli"]
 name = "cryptography"
 version = "41.0.5"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -499,6 +556,7 @@ test-randomorder = ["pytest-randomly"]
 name = "cycler"
 version = "0.12.1"
 description = "Composable style cycles"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -510,10 +568,100 @@ files = [
 docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
 tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
+[[package]]
+name = "dash"
+version = "2.14.1"
+description = "A Python framework for building reactive web-apps. Developed by Plotly."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "dash-2.14.1-py3-none-any.whl", hash = "sha256:ce440ef7416945c9daa8274948483a0aac928a4fec768c0384fd4e9a6196eaf2"},
+    {file = "dash-2.14.1.tar.gz", hash = "sha256:93dc9d665ec5d3720647d4cef4520a1c7cd1bde57e893ffeb7e6cd59781d3294"},
+]
+
+[package.dependencies]
+ansi2html = "*"
+dash-core-components = "2.0.0"
+dash-html-components = "2.0.0"
+dash-table = "5.0.0"
+Flask = ">=1.0.4,<3.1"
+importlib-metadata = {version = "*", markers = "python_version >= \"3.7\""}
+nest-asyncio = "*"
+plotly = ">=5.0.0"
+requests = "*"
+retrying = "*"
+setuptools = "*"
+typing-extensions = ">=4.1.1"
+Werkzeug = "<3.1"
+
+[package.extras]
+celery = ["celery[redis] (>=5.1.2)", "importlib-metadata (<5)", "redis (>=3.5.3)"]
+ci = ["black (==21.6b0)", "black (==22.3.0)", "dash-dangerously-set-inner-html", "dash-flow-example (==0.0.5)", "flake8 (==3.9.2)", "flaky (==3.7.0)", "flask-talisman (==1.0.0)", "isort (==4.3.21)", "jupyterlab (<4.0.0)", "mimesis", "mock (==4.0.3)", "numpy (<=1.25.2)", "openpyxl", "orjson (==3.5.4)", "orjson (==3.6.7)", "pandas (==1.1.5)", "pandas (>=1.4.0)", "preconditions", "pyarrow", "pyarrow (<3)", "pylint (==2.13.5)", "pytest-mock", "pytest-rerunfailures", "pytest-sugar (==0.9.6)", "xlrd (<2)", "xlrd (>=2.0.1)"]
+compress = ["flask-compress"]
+dev = ["PyYAML (>=5.4.1)", "coloredlogs (>=15.0.1)", "fire (>=0.4.0)"]
+diskcache = ["diskcache (>=5.2.1)", "multiprocess (>=0.70.12)", "psutil (>=5.8.0)"]
+testing = ["beautifulsoup4 (>=4.8.2)", "cryptography (<3.4)", "dash-testing-stub (>=0.0.2)", "lxml (>=4.6.2)", "multiprocess (>=0.70.12)", "percy (>=2.0.2)", "psutil (>=5.8.0)", "pytest (>=6.0.2)", "requests[security] (>=2.21.0)", "selenium (>=3.141.0,<=4.2.0)", "waitress (>=1.4.4)"]
+
+[[package]]
+name = "dash-bootstrap-components"
+version = "1.5.0"
+description = "Bootstrap themed components for use in Plotly Dash"
+category = "dev"
+optional = false
+python-versions = ">=3.7, <4"
+files = [
+    {file = "dash-bootstrap-components-1.5.0.tar.gz", hash = "sha256:083158c07434b9965e2d6c3e8ca72dbbe47dab23e676258cef9bf0ad47d2e250"},
+    {file = "dash_bootstrap_components-1.5.0-py3-none-any.whl", hash = "sha256:b487fec1a85e3d6a8564fe04c0a9cd9e846f75ea9e563456ed3879592889c591"},
+]
+
+[package.dependencies]
+dash = ">=2.0.0"
+
+[package.extras]
+pandas = ["numpy", "pandas"]
+
+[[package]]
+name = "dash-core-components"
+version = "2.0.0"
+description = "Core component suite for Dash"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "dash_core_components-2.0.0-py3-none-any.whl", hash = "sha256:52b8e8cce13b18d0802ee3acbc5e888cb1248a04968f962d63d070400af2e346"},
+    {file = "dash_core_components-2.0.0.tar.gz", hash = "sha256:c6733874af975e552f95a1398a16c2ee7df14ce43fa60bb3718a3c6e0b63ffee"},
+]
+
+[[package]]
+name = "dash-html-components"
+version = "2.0.0"
+description = "Vanilla HTML components for Dash"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "dash_html_components-2.0.0-py3-none-any.whl", hash = "sha256:b42cc903713c9706af03b3f2548bda4be7307a7cf89b7d6eae3da872717d1b63"},
+    {file = "dash_html_components-2.0.0.tar.gz", hash = "sha256:8703a601080f02619a6390998e0b3da4a5daabe97a1fd7a9cebc09d015f26e50"},
+]
+
+[[package]]
+name = "dash-table"
+version = "5.0.0"
+description = "Dash table"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "dash_table-5.0.0-py3-none-any.whl", hash = "sha256:19036fa352bb1c11baf38068ec62d172f0515f73ca3276c79dee49b95ddc16c9"},
+    {file = "dash_table-5.0.0.tar.gz", hash = "sha256:18624d693d4c8ef2ddec99a6f167593437a7ea0bf153aa20f318c170c5bc7308"},
+]
+
 [[package]]
 name = "debugpy"
 version = "1.8.0"
 description = "An implementation of the Debug Adapter Protocol for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -541,6 +689,7 @@ files = [
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -552,6 +701,7 @@ files = [
 name = "exceptiongroup"
 version = "1.1.3"
 description = "Backport of PEP 654 (exception groups)"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -566,6 +716,7 @@ test = ["pytest (>=6)"]
 name = "executing"
 version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -576,10 +727,34 @@ files = [
 [package.extras]
 tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
 
+[[package]]
+name = "flask"
+version = "3.0.0"
+description = "A simple framework for building complex web applications."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "flask-3.0.0-py3-none-any.whl", hash = "sha256:21128f47e4e3b9d597a3e8521a329bf56909b690fcc3fa3e477725aa81367638"},
+    {file = "flask-3.0.0.tar.gz", hash = "sha256:cfadcdb638b609361d29ec22360d6070a77d7463dcb3ab08d2c2f2f168845f58"},
+]
+
+[package.dependencies]
+blinker = ">=1.6.2"
+click = ">=8.1.3"
+itsdangerous = ">=2.1.2"
+Jinja2 = ">=3.1.2"
+Werkzeug = ">=3.0.0"
+
+[package.extras]
+async = ["asgiref (>=3.2)"]
+dotenv = ["python-dotenv"]
+
 [[package]]
 name = "fonttools"
 version = "4.44.0"
 description = "Tools to manipulate font files"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -645,6 +820,7 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -652,10 +828,31 @@ files = [
     {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
 ]
 
+[[package]]
+name = "importlib-metadata"
+version = "6.8.0"
+description = "Read metadata from Python packages"
+category = "dev"
+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"},
+]
+
+[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"]
+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"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -667,6 +864,7 @@ files = [
 name = "ipykernel"
 version = "6.26.0"
 description = "IPython Kernel for Jupyter"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -680,7 +878,7 @@ comm = ">=0.1.1"
 debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
 jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 matplotlib-inline = ">=0.1"
 nest-asyncio = "*"
 packaging = "*"
@@ -700,6 +898,7 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 name = "ipympl"
 version = "0.9.3"
 description = "Matplotlib Jupyter Extension"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -723,6 +922,7 @@ docs = ["Sphinx (>=1.5)", "myst-nb", "sphinx-book-theme", "sphinx-copybutton", "
 name = "ipython"
 version = "8.17.2"
 description = "IPython: Productive Interactive Computing"
+category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -760,6 +960,7 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pa
 name = "ipython-genutils"
 version = "0.2.0"
 description = "Vestigial utilities from IPython"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -771,6 +972,7 @@ files = [
 name = "ipywidgets"
 version = "8.1.1"
 description = "Jupyter interactive widgets"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -792,6 +994,7 @@ test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
 name = "ipywidgets-bokeh"
 version = "1.5.0"
 description = "Allows embedding of Jupyter widgets in Bokeh layouts."
+category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -800,17 +1003,30 @@ files = [
 ]
 
 [package.dependencies]
-bokeh = "==3.*"
-ipykernel = ">=6.dev0,<6.18.0 || >6.18.0,<7.dev0"
-ipywidgets = "==8.*"
+bokeh = ">=3.0.0,<4.0.0"
+ipykernel = ">=6.0.0,<6.18.0 || >6.18.0,<7.0.0"
+ipywidgets = ">=8.0.0,<9.0.0"
 
 [package.extras]
 dev = ["anywidget (>=0.3.0)", "panel (>=1.0.4)", "pytest (>=7.3.1)", "pytest-cov (>=4.1.0)", "pytest-playwright (>=0.3.3)"]
 
+[[package]]
+name = "itsdangerous"
+version = "2.1.2"
+description = "Safely pass data to untrusted environments and back."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "itsdangerous-2.1.2-py3-none-any.whl", hash = "sha256:2c2349112351b88699d8d4b6b075022c0808887cb7ad10069318a8b0bc88db44"},
+    {file = "itsdangerous-2.1.2.tar.gz", hash = "sha256:5dbbc68b317e5e42f327f9021763545dc3fc3bfe22e6deb96aaf1fc38874156a"},
+]
+
 [[package]]
 name = "jedi"
 version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -830,6 +1046,7 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -847,6 +1064,7 @@ i18n = ["Babel (>=2.7)"]
 name = "joblib"
 version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -858,6 +1076,7 @@ files = [
 name = "jupyter-client"
 version = "8.6.0"
 description = "Jupyter protocol implementation and client libraries"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -866,7 +1085,7 @@ files = [
 ]
 
 [package.dependencies]
-jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
 tornado = ">=6.2"
@@ -880,6 +1099,7 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 name = "jupyter-core"
 version = "5.5.0"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -900,6 +1120,7 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 name = "jupyterlab-widgets"
 version = "3.0.9"
 description = "Jupyter interactive widgets for JupyterLab"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -911,6 +1132,7 @@ files = [
 name = "kiwisolver"
 version = "1.4.5"
 description = "A fast implementation of the Cassowary constraint solver"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1024,6 +1246,7 @@ files = [
 name = "linkify-it-py"
 version = "2.0.2"
 description = "Links recognition library with FULL unicode support."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1044,6 +1267,7 @@ test = ["coverage", "pytest", "pytest-cov"]
 name = "logging"
 version = "0.4.9.6"
 description = "A logging module for Python"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1054,6 +1278,7 @@ files = [
 name = "markdown"
 version = "3.5.1"
 description = "Python implementation of John Gruber's Markdown."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1069,6 +1294,7 @@ testing = ["coverage", "pyyaml"]
 name = "markdown-it-py"
 version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1093,6 +1319,7 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "markupsafe"
 version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1162,6 +1389,7 @@ files = [
 name = "matplotlib"
 version = "3.8.1"
 description = "Python plotting package"
+category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -1210,6 +1438,7 @@ python-dateutil = ">=2.7"
 name = "matplotlib-inline"
 version = "0.1.6"
 description = "Inline Matplotlib backend for Jupyter"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1224,6 +1453,7 @@ traitlets = "*"
 name = "mdit-py-plugins"
 version = "0.4.0"
 description = "Collection of plugins for markdown-it-py"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1243,6 +1473,7 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "mdurl"
 version = "0.1.2"
 description = "Markdown URL utilities"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1254,6 +1485,7 @@ files = [
 name = "nest-asyncio"
 version = "1.5.8"
 description = "Patch asyncio to allow nested event loops"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1265,6 +1497,7 @@ files = [
 name = "numpy"
 version = "1.26.2"
 description = "Fundamental package for array computing in Python"
+category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -1310,6 +1543,7 @@ files = [
 name = "packaging"
 version = "23.2"
 description = "Core utilities for Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1321,6 +1555,7 @@ files = [
 name = "pandas"
 version = "2.1.2"
 description = "Powerful data structures for data analysis, time series, and statistics"
+category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -1389,6 +1624,7 @@ xml = ["lxml (>=4.8.0)"]
 name = "pandas-stubs"
 version = "2.1.1.230928"
 description = "Type annotations for pandas"
+category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -1404,6 +1640,7 @@ types-pytz = ">=2022.1.1"
 name = "panel"
 version = "1.3.1"
 description = "The powerful data exploration & web app framework for Python."
+category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -1441,6 +1678,7 @@ ui = ["jupyter-server", "playwright", "pytest-playwright"]
 name = "param"
 version = "2.0.1"
 description = "Make your Python code clearer and more reliable by declaring Parameters."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1462,6 +1700,7 @@ tests-full = ["cloudpickle", "gmpy", "ipython", "jsonschema", "nest-asyncio", "n
 name = "paramiko"
 version = "3.3.1"
 description = "SSH2 protocol library"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1483,6 +1722,7 @@ invoke = ["invoke (>=2.0)"]
 name = "parso"
 version = "0.8.3"
 description = "A Python Parser"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1498,6 +1738,7 @@ testing = ["docopt", "pytest (<6.0.0)"]
 name = "pexpect"
 version = "4.8.0"
 description = "Pexpect allows easy control of interactive console applications."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1512,6 +1753,7 @@ ptyprocess = ">=0.5"
 name = "pillow"
 version = "10.1.0"
 description = "Python Imaging Library (Fork)"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1579,6 +1821,7 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 name = "platformdirs"
 version = "4.0.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1590,10 +1833,27 @@ files = [
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
 
+[[package]]
+name = "plotly"
+version = "5.18.0"
+description = "An open-source, interactive data visualization library for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "plotly-5.18.0-py3-none-any.whl", hash = "sha256:23aa8ea2f4fb364a20d34ad38235524bd9d691bf5299e800bca608c31e8db8de"},
+    {file = "plotly-5.18.0.tar.gz", hash = "sha256:360a31e6fbb49d12b007036eb6929521343d6bee2236f8459915821baefa2cbb"},
+]
+
+[package.dependencies]
+packaging = "*"
+tenacity = ">=6.2.0"
+
 [[package]]
 name = "pluggy"
 version = "1.3.0"
 description = "plugin and hook calling mechanisms for python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1609,6 +1869,7 @@ testing = ["pytest", "pytest-benchmark"]
 name = "prompt-toolkit"
 version = "3.0.40"
 description = "Library for building powerful interactive command lines in Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -1623,6 +1884,7 @@ wcwidth = "*"
 name = "psutil"
 version = "5.9.6"
 description = "Cross-platform lib for process and system monitoring in Python."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
@@ -1651,6 +1913,7 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1662,6 +1925,7 @@ files = [
 name = "pure-eval"
 version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1676,6 +1940,7 @@ tests = ["pytest"]
 name = "pyarrow"
 version = "14.0.1"
 description = "Python library for Apache Arrow"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1724,6 +1989,7 @@ numpy = ">=1.16.6"
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1735,6 +2001,7 @@ files = [
 name = "pygments"
 version = "2.16.1"
 description = "Pygments is a syntax highlighting package written in Python."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1749,6 +2016,7 @@ plugins = ["importlib-metadata"]
 name = "pylance"
 version = "0.5.10"
 description = "python wrapper for lance-rs"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1770,6 +2038,7 @@ tests = ["duckdb", "ml_dtypes", "pandas (>=1.4)", "polars[pandas,pyarrow]", "pyt
 name = "pynacl"
 version = "1.5.0"
 description = "Python binding to the Networking and Cryptography (NaCl) library"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1796,6 +2065,7 @@ tests = ["hypothesis (>=3.27.0)", "pytest (>=3.2.1,!=3.3.0)"]
 name = "pyparsing"
 version = "3.1.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "main"
 optional = false
 python-versions = ">=3.6.8"
 files = [
@@ -1810,6 +2080,7 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "pytest"
 version = "7.4.3"
 description = "pytest: simple powerful testing with Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1832,6 +2103,7 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 name = "pytest-cov"
 version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1850,6 +2122,7 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 name = "pytest-mock"
 version = "3.12.0"
 description = "Thin-wrapper around the mock package for easier use with pytest"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1867,6 +2140,7 @@ dev = ["pre-commit", "pytest-asyncio", "tox"]
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -1881,6 +2155,7 @@ six = ">=1.5"
 name = "pytz"
 version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1892,6 +2167,7 @@ files = [
 name = "pyviz-comms"
 version = "3.0.0"
 description = "A JupyterLab extension for rendering HoloViz content."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1911,6 +2187,7 @@ tests = ["flake8", "pytest"]
 name = "pywin32"
 version = "306"
 description = "Python for Window Extensions"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1934,6 +2211,7 @@ files = [
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1993,6 +2271,7 @@ files = [
 name = "pyzmq"
 version = "25.1.1"
 description = "Python bindings for 0MQ"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2098,6 +2377,7 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 name = "quapy"
 version = "0.1.7"
 description = "QuaPy: a framework for Quantification in Python"
+category = "main"
 optional = false
 python-versions = ">=3.6, <4"
 files = [
@@ -2118,6 +2398,7 @@ xlrd = "*"
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2135,10 +2416,26 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "retrying"
+version = "1.3.4"
+description = "Retrying"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "retrying-1.3.4-py3-none-any.whl", hash = "sha256:8cc4d43cb8e1125e0ff3344e9de678fefd85db3b750b81b2240dc0183af37b35"},
+    {file = "retrying-1.3.4.tar.gz", hash = "sha256:345da8c5765bd982b1d1915deb9102fd3d1f7ad16bd84a9700b85f64d24e8f3e"},
+]
+
+[package.dependencies]
+six = ">=1.7.0"
+
 [[package]]
 name = "scikit-learn"
 version = "1.3.2"
 description = "A set of python modules for machine learning and data mining"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2186,6 +2483,7 @@ tests = ["black (>=23.3.0)", "matplotlib (>=3.1.3)", "mypy (>=1.3)", "numpydoc (
 name = "scipy"
 version = "1.11.4"
 description = "Fundamental algorithms for scientific computing in Python"
+category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -2224,10 +2522,28 @@ dev = ["click", "cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyl
 doc = ["jupytext", "matplotlib (>2)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"]
 test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
+[[package]]
+name = "setuptools"
+version = "69.0.2"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "setuptools-69.0.2-py3-none-any.whl", hash = "sha256:1e8fdff6797d3865f37397be788a4e3cba233608e9b509382a2777d25ebde7f2"},
+    {file = "setuptools-69.0.2.tar.gz", hash = "sha256:735896e78a4742605974de002ac60562d286fa8051a7e2299445e8e8fbb01aa6"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2239,6 +2555,7 @@ files = [
 name = "stack-data"
 version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2258,6 +2575,7 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 name = "tabulate"
 version = "0.9.0"
 description = "Pretty-print tabular data"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2268,10 +2586,26 @@ files = [
 [package.extras]
 widechars = ["wcwidth"]
 
+[[package]]
+name = "tenacity"
+version = "8.2.3"
+description = "Retry code until it succeeds"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tenacity-8.2.3-py3-none-any.whl", hash = "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"},
+    {file = "tenacity-8.2.3.tar.gz", hash = "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a"},
+]
+
+[package.extras]
+doc = ["reno", "sphinx", "tornado (>=4.5)"]
+
 [[package]]
 name = "threadpoolctl"
 version = "3.2.0"
 description = "threadpoolctl"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2283,6 +2617,7 @@ files = [
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2294,6 +2629,7 @@ files = [
 name = "tornado"
 version = "6.3.3"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "dev"
 optional = false
 python-versions = ">= 3.8"
 files = [
@@ -2314,6 +2650,7 @@ files = [
 name = "tqdm"
 version = "4.66.1"
 description = "Fast, Extensible Progress Meter"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2334,6 +2671,7 @@ telegram = ["requests"]
 name = "traitlets"
 version = "5.13.0"
 description = "Traitlets Python configuration system"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2349,6 +2687,7 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.6.0)", "pre-commit", "pytest (>=7.0,
 name = "types-pytz"
 version = "2023.3.1.1"
 description = "Typing stubs for pytz"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2360,6 +2699,7 @@ files = [
 name = "typing-extensions"
 version = "4.8.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2371,6 +2711,7 @@ files = [
 name = "tzdata"
 version = "2023.3"
 description = "Provider of IANA time zone data"
+category = "main"
 optional = false
 python-versions = ">=2"
 files = [
@@ -2382,6 +2723,7 @@ files = [
 name = "uc-micro-py"
 version = "1.0.2"
 description = "Micro subset of unicode data files for linkify-it-py projects."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2396,6 +2738,7 @@ test = ["coverage", "pytest", "pytest-cov"]
 name = "urllib3"
 version = "2.0.7"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2413,6 +2756,7 @@ zstd = ["zstandard (>=0.18.0)"]
 name = "wcwidth"
 version = "0.2.9"
 description = "Measures the displayed width of unicode strings in a terminal"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2424,6 +2768,7 @@ files = [
 name = "webencodings"
 version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2431,10 +2776,29 @@ files = [
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
 ]
 
+[[package]]
+name = "werkzeug"
+version = "3.0.1"
+description = "The comprehensive WSGI web application library."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "werkzeug-3.0.1-py3-none-any.whl", hash = "sha256:90a285dc0e42ad56b34e696398b8122ee4c681833fb35b8334a095d82c56da10"},
+    {file = "werkzeug-3.0.1.tar.gz", hash = "sha256:507e811ecea72b18a404947aded4b3390e1db8f826b494d76550ef45bb3b1dcc"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
+[package.extras]
+watchdog = ["watchdog (>=2.3)"]
+
 [[package]]
 name = "widgetsnbextension"
 version = "4.0.9"
 description = "Jupyter interactive widgets for Jupyter Notebook"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2446,6 +2810,7 @@ files = [
 name = "xlrd"
 version = "2.0.1"
 description = "Library for developers to extract data from Microsoft Excel (tm) .xls spreadsheet files"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
@@ -2462,6 +2827,7 @@ test = ["pytest", "pytest-cov"]
 name = "xyzservices"
 version = "2023.10.1"
 description = "Source of XYZ tiles providers"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2469,7 +2835,23 @@ files = [
     {file = "xyzservices-2023.10.1.tar.gz", hash = "sha256:091229269043bc8258042edbedad4fcb44684b0473ede027b5672ad40dc9fa02"},
 ]
 
+[[package]]
+name = "zipp"
+version = "3.17.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "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"]
+
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "036900e0883a559f83033add6bf8aa6f3178bd1c8fe8ea68bf504610157a1543"
+content-hash = "afb078b3f01035785f27bb47194bd7ccf789d2f8ac50d26499cc4c9a2cd3b4a8"
diff --git a/pyproject.toml b/pyproject.toml
index 36cec09..150d7d4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,6 +18,7 @@ abstention = "^0.1.3.1"
 main = "quacc.main:main"
 run = "run:run"
 panel = "qcpanel.run:run"
+dash = "qcdash.app:run"
 sync_up = "remote:sync_code"
 sync_down = "remote:sync_output"
 merge_data = "merge_data:run"
@@ -48,6 +49,8 @@ ipympl = "^0.9.3"
 ipykernel = "^6.26.0"
 ipywidgets-bokeh = "^1.5.0"
 pandas-stubs = "^2.1.1.230928"
+dash = "^2.14.1"
+dash-bootstrap-components = "^1.5.0"
 
 [tool.pytest.ini_options]
 addopts = "--cov=quacc --capture=tee-sys"
diff --git a/qcdash/app.py b/qcdash/app.py
index 3d79b5d..3a67a52 100644
--- a/qcdash/app.py
+++ b/qcdash/app.py
@@ -1,43 +1,226 @@
+import os
+from collections import defaultdict
 from pathlib import Path
+from typing import List
 
+import dash_bootstrap_components as dbc
 import numpy as np
 import pandas as pd
 import plotly.graph_objects as go
-from dash import Dash, dash_table, dcc, html
+from dash import Dash, Input, Output, State, callback, dash_table, dcc, html
 
-from quacc.evaluation.report import DatasetReport
+from quacc import plot
+from quacc.evaluation.estimators import CE
+from quacc.evaluation.report import CompReport, DatasetReport
+
+backend = plot.get_backend("plotly")
+
+valid_plot_modes = defaultdict(lambda: CompReport._default_modes)
+valid_plot_modes["avg"] = DatasetReport._default_dr_modes
 
 
-def get_fig(data: pd.DataFrame):
-    fig = go.Figure()
-    xs = data.index.to_numpy()
-    for col in data.columns.unique(0):
-        _line = go.Scatter(x=xs, y=data.loc[:, col], mode="lines+markers", name=col)
-        fig.add_trace(_line)
+def get_datasets(root: str | Path) -> List[DatasetReport]:
+    def explore_datasets(root: str | Path) -> List[Path]:
+        if isinstance(root, str):
+            root = Path(root)
 
-    fig.update_layout(xaxis_title="test_prevalence", yaxis_title="acc. error")
+        if root.name == "plot":
+            return []
 
-    return fig
+        if not root.exists():
+            return []
+
+        dr_paths = []
+        for f in os.listdir(root):
+            if (root / f).is_dir():
+                dr_paths += explore_datasets(root / f)
+            elif f == f"{root.name}.pickle":
+                dr_paths.append(root / f)
+
+        return dr_paths
+
+    dr_paths = sorted(explore_datasets(root), key=lambda t: (-len(t.parts), t))
+    return {str(drp.parent): DatasetReport.unpickle(drp) for drp in dr_paths}
 
 
-def app_instance():
-    dr: DatasetReport = DatasetReport.unpickle(Path("output/debug/imdb/imdb.pickle"))
-    data = dr.data(metric="acc").groupby(level=1).mean()
+def get_fig(dr: DatasetReport, metric, estimators, view, mode):
+    estimators = CE.name[estimators]
+    match (view, mode):
+        case ("avg", _):
+            return dr.get_plots(
+                mode=mode,
+                metric=metric,
+                estimators=estimators,
+                conf="plotly",
+                save_fig=False,
+                backend=backend,
+            )
+        case (_, _):
+            cr = dr.crs[[str(round(c.train_prev[1] * 100)) for c in dr.crs].index(view)]
+            return cr.get_plots(
+                mode=mode,
+                metric=metric,
+                estimators=estimators,
+                conf="plotly",
+                save_fig=False,
+                backend=backend,
+            )
 
-    app = Dash(__name__)
 
-    app.layout = html.Div(
-        [
-            # html.Div(children="Hello World"),
-            # dash_table.DataTable(data=df.to_dict("records")),
-            dcc.Graph(figure=get_fig(data), style={"height": "95vh"}),
-        ]
-    )
-    return app
+datasets = get_datasets("output")
+
+app = Dash(__name__, external_stylesheets=[dbc.themes.BOOTSTRAP])
+
+sidebar_style = {
+    "top": 0,
+    "left": 0,
+    "bottom": 0,
+    "padding": "1vw",
+    "padding-top": "2vw",
+    "margin": "0px",
+    "flex": 2,
+}
+
+content_style = {
+    # "margin-left": "18vw",
+    "flex": 9,
+}
+
+
+sidebar = html.Div(
+    children=[
+        html.H4("Parameters:", style={"margin-bottom": "1vw"}),
+        dbc.Select(
+            options=list(datasets.keys()),
+            value=list(datasets.keys())[0],
+            id="dataset",
+        ),
+        dbc.Select(
+            # clearable=False,
+            # searchable=False,
+            id="metric",
+            style={"margin-top": "1vh"},
+        ),
+        html.Div(
+            [
+                dbc.RadioItems(
+                    id="view",
+                    class_name="btn-group mt-3",
+                    input_class_name="btn-check",
+                    label_class_name="btn btn-outline-primary",
+                    label_checked_class_name="active",
+                ),
+                dbc.RadioItems(
+                    id="mode",
+                    class_name="btn-group mt-3",
+                    input_class_name="btn-check",
+                    label_class_name="btn btn-outline-primary",
+                    label_checked_class_name="active",
+                ),
+            ],
+            className="radio-group-v d-flex justify-content-around",
+        ),
+        html.Div(
+            [
+                dbc.Checklist(
+                    id="estimators",
+                    className="btn-group mt-3",
+                    inputClassName="btn-check",
+                    labelClassName="btn btn-outline-primary",
+                    labelCheckedClassName="active",
+                ),
+            ],
+            className="radio-group-wide",
+        ),
+    ],
+    style=sidebar_style,
+    id="app-sidebar",
+)
+
+content = html.Div(
+    children=[
+        dcc.Graph(
+            style={"margin": 0, "height": "100vh"},
+            id="graph1",
+        ),
+    ],
+    style=content_style,
+)
+
+app.layout = html.Div(
+    children=[sidebar, content],
+    style={"display": "flex", "flexDirection": "row"},
+)
+
+
+@callback(
+    Output("metric", "options"),
+    Output("metric", "value"),
+    Input("dataset", "value"),
+    State("metric", "value"),
+)
+def update_metrics(dataset, old_metric):
+    dr = datasets[dataset]
+    valid_metrics = [m for m in dr.data().columns.unique(0) if not m.endswith("_score")]
+    new_metric = old_metric if old_metric in valid_metrics else valid_metrics[0]
+    return valid_metrics, new_metric
+
+
+@callback(
+    Output("estimators", "options"),
+    Output("estimators", "value"),
+    Input("dataset", "value"),
+    Input("metric", "value"),
+    State("estimators", "value"),
+)
+def update_estimators(dataset, metric, old_estimators):
+    dr = datasets[dataset]
+    valid_estimators = dr.data(metric=metric).columns.unique(0).to_numpy()
+    new_estimators = valid_estimators[
+        np.isin(valid_estimators, old_estimators)
+    ].tolist()
+    return valid_estimators, new_estimators
+
+
+@callback(
+    Output("view", "options"),
+    Output("view", "value"),
+    Input("dataset", "value"),
+    State("view", "value"),
+)
+def update_view(dataset, old_view):
+    dr = datasets[dataset]
+    valid_views = ["avg"] + [str(round(cr.train_prev[1] * 100)) for cr in dr.crs]
+    new_view = old_view if old_view in valid_views else valid_views[0]
+    return valid_views, new_view
+
+
+@callback(
+    Output("mode", "options"),
+    Output("mode", "value"),
+    Input("view", "value"),
+    State("mode", "value"),
+)
+def update_mode(view, old_mode):
+    valid_modes = [m for m in valid_plot_modes[view] if not m.endswith("table")]
+    new_mode = old_mode if old_mode in valid_modes else valid_modes[0]
+    return valid_modes, new_mode
+
+
+@callback(
+    Output("graph1", "figure"),
+    Input("dataset", "value"),
+    Input("metric", "value"),
+    Input("estimators", "value"),
+    Input("view", "value"),
+    Input("mode", "value"),
+)
+def update_graph(dataset, metric, estimators, view, mode):
+    dr = datasets[dataset]
+    return get_fig(dr=dr, metric=metric, estimators=estimators, view=view, mode=mode)
 
 
 def run():
-    app = app_instance()
     app.run(debug=True)
 
 
diff --git a/qcdash/assets/radio_group.css b/qcdash/assets/radio_group.css
new file mode 100644
index 0000000..b6d9e67
--- /dev/null
+++ b/qcdash/assets/radio_group.css
@@ -0,0 +1,86 @@
+/* restyle radio items */
+.radio-group .form-check {
+    padding-left: 0;
+}
+  
+.radio-group .btn-group > .form-check:not(:last-child) > .btn {
+    border-top-right-radius: 0;
+    border-bottom-right-radius: 0;
+}
+  
+.radio-group .btn-group > .form-check:not(:first-child) > .btn {
+    border-top-left-radius: 0;
+    border-bottom-left-radius: 0;
+    margin-left: -1px;
+}
+
+.radio-group-v{
+    padding: 0 10px;
+}
+.radio-group-v .form-check {
+    padding-top: 0;
+    padding-left: 2px;
+}
+
+.radio-group-v .btn-group {
+    flex-direction: column;
+    justify-content: center;
+    align-items: stretch;
+    flex-grow: 1;
+}
+
+.radio-group-v > .btn-group:first-child {
+    flex-grow: 0;
+}
+
+.radio-group-v > .btn-group:last-child {
+    margin-left: 20px;
+}
+
+.radio-group-v .btn-group > .form-check:not(:last-child) > .btn {
+    border-bottom-right-radius: 0;
+    border-bottom-left-radius: 0;
+}
+  
+.radio-group-v .btn-group > .form-check:not(:first-child) > .btn {
+    border-top-right-radius: 0;
+    border-top-left-radius: 0;
+    margin-top: -3px;
+}
+
+
+.radio-group-v .btn-group .btn{
+    width: 100%;
+}
+
+.radio-group-wide .form-check {
+    padding-left: 0px;
+}
+
+.radio-group-wide .btn-group{
+    flex-wrap: wrap;
+}
+
+.radio-group-wide .btn-group .form-check{
+    flex: 1;
+    margin-top: -3px;
+    margin-left: -1px;
+}
+
+
+.radio-group-wide .btn-group .form-check .btn{
+    width: 100%;
+    border-radius: 0;
+}
+
+.radio-group-wide .btn-group .form-check:first-child > .btn{
+    border-top-left-radius: 10px;
+}
+
+.radio-group-wide .btn-group .form-check:last-child > .btn{
+    border-bottom-right-radius: 10px;
+}
+
+div#app-sidebar{
+    border-right: 2px solid var(--primary);
+}
\ No newline at end of file