diff --git a/poetry.lock b/poetry.lock
index f171d96..56f83f8 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -86,6 +86,70 @@ files = [
     {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
 ]
 
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+description = "Foreign Function Interface for Python calling C code."
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+python-versions = ">=3.8"
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+]
+
+[package.dependencies]
+pycparser = "*"
+
 [[package]]
 name = "cfgv"
 version = "3.4.0"
@@ -217,6 +281,69 @@ files = [
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+[package.extras]
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+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
+
 [[package]]
 name = "coverage"
 version = "7.3.1"
@@ -355,6 +482,21 @@ files = [
 [package.extras]
 dev = ["black (==22.3.0)", "hypothesis", "numpy", "pytest (>=5.30)", "pytest-xdist"]
 
+[[package]]
+name = "cycler"
+version = "0.12.1"
+description = "Composable style cycles"
+optional = false
+python-versions = ">=3.8"
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+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+
 [[package]]
 name = "deptry"
 version = "0.6.6"
@@ -489,6 +631,71 @@ docs = ["furo (>=2023.7.26)", "sphinx (>=7.1.2)", "sphinx-autodoc-typehints (>=1
 testing = ["covdefaults (>=2.3)", "coverage (>=7.3)", "diff-cover (>=7.7)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "pytest-timeout (>=2.1)"]
 typing = ["typing-extensions (>=4.7.1)"]
 
+[[package]]
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+description = "Tools to manipulate font files"
+optional = false
+python-versions = ">=3.8"
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+interpolatable = ["munkres", "scipy"]
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+plot = ["matplotlib"]
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+
 [[package]]
 name = "fsspec"
 version = "2023.9.2"
@@ -630,6 +837,24 @@ docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker
 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 = "importlib-resources"
+version = "6.1.1"
+description = "Read resources from Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
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+[package.dependencies]
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+
+[package.extras]
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+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -704,6 +929,29 @@ files = [
 [package.dependencies]
 referencing = ">=0.28.0"
 
+[[package]]
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+version = "8.6.0"
+description = "Jupyter protocol implementation and client libraries"
+optional = false
+python-versions = ">=3.8"
+files = [
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+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
+python-dateutil = ">=2.8.2"
+pyzmq = ">=23.0"
+tornado = ">=6.2"
+traitlets = ">=5.3"
+
+[package.extras]
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+test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
+
 [[package]]
 name = "jupyter-core"
 version = "5.5.0"
@@ -724,6 +972,119 @@ traitlets = ">=5.3"
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
 test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
+[[package]]
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+optional = false
+python-versions = ">=3.7"
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+
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 [package.extras]
 extra = ["pygments (>=2.12)"]
 
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+    {file = "pyzmq-25.1.1.tar.gz", hash = "sha256:259c22485b71abacdfa8bf79720cd7bcf4b9d128b30ea554f01ae71fdbfdaa23"},
+]
+
+[package.dependencies]
+cffi = {version = "*", markers = "implementation_name == \"pypy\""}
+
 [[package]]
 name = "referencing"
 version = "0.30.2"
@@ -2035,6 +2597,27 @@ 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 = "seaborn"
+version = "0.13.0"
+description = "Statistical data visualization"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "seaborn-0.13.0-py3-none-any.whl", hash = "sha256:70d740828c48de0f402bb17234e475eda687e3c65f4383ea25d0cc4728f7772e"},
+    {file = "seaborn-0.13.0.tar.gz", hash = "sha256:0e76abd2ec291c655b516703c6a022f0fd5afed26c8e714e8baef48150f73598"},
+]
+
+[package.dependencies]
+matplotlib = ">=3.3,<3.6.1 || >3.6.1"
+numpy = ">=1.20,<1.24.0 || >1.24.0"
+pandas = ">=1.2"
+
+[package.extras]
+dev = ["flake8", "flit", "mypy", "pandas-stubs", "pre-commit", "pytest", "pytest-cov", "pytest-xdist"]
+docs = ["ipykernel", "nbconvert", "numpydoc", "pydata_sphinx_theme (==0.10.0rc2)", "pyyaml", "sphinx (<6.0.0)", "sphinx-copybutton", "sphinx-design", "sphinx-issues"]
+stats = ["scipy (>=1.7)", "statsmodels (>=0.12)"]
+
 [[package]]
 name = "setuptools"
 version = "68.2.2"
@@ -2451,4 +3034,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.9.7 || >3.9.7,<3.13"
-content-hash = "f383901dc1f8f6a0152833c87217a1cd9abc2c1871ef05103cb5948df0fa65fb"
+content-hash = "810bd9867f57e51b26369ed4149bd8d7497693e1b02b1cef1bdc20b02aa63869"
diff --git a/pyproject.toml b/pyproject.toml
index a3039ef..e15a59d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,6 +26,9 @@ statsmodels = "^0.14.0"
 plotly-express = "^0.4.1"
 nbformat = "^5.9.2"
 streamlit = "^1.28.1"
+nbclient = "^0.9.0"
+matplotlib = "^3.8.1"
+seaborn = "^0.13.0"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.2.0"