diff --git a/poetry.lock b/poetry.lock
index 2af65ce..0005f31 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -156,6 +156,24 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 [package.extras]
 development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
 
+[[package]]
+name = "contourpy"
+version = "1.0.6"
+description = "Python library for calculating contours of 2D quadrilateral grids"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+numpy = ">=1.16"
+
+[package.extras]
+bokeh = ["bokeh", "selenium"]
+docs = ["docutils (<0.18)", "sphinx (<=5.2.0)", "sphinx-rtd-theme"]
+test = ["Pillow", "flake8", "isort", "matplotlib", "pytest"]
+test-minimal = ["pytest"]
+test-no-codebase = ["Pillow", "matplotlib", "pytest"]
+
 [[package]]
 name = "coverage"
 version = "6.5.0"
@@ -292,15 +310,16 @@ pipenv = ["pipenv"]
 
 [[package]]
 name = "dtale"
-version = "1.61.1"
+version = "2.9.1"
 description = "Web Client for Visualizing Pandas Objects"
 category = "dev"
 optional = false
 python-versions = "*"
 
 [package.dependencies]
+certifi = {version = "*", markers = "python_version > \"3.0\""}
 cycler = {version = "*", markers = "python_version > \"3.0\""}
-dash = {version = ">=2.0.0", markers = "python_version > \"3.0\""}
+dash = {version = ">=2.0.0", markers = "python_version > \"3.6\""}
 dash-bootstrap-components = {version = "*", markers = "python_version > \"3.0\""}
 dash-colorscales = "*"
 dash-daq = "*"
@@ -312,19 +331,31 @@ future = ">=0.14.0"
 itsdangerous = {version = "*", markers = "python_version >= \"3.7\""}
 kaleido = {version = "*", markers = "python_version > \"3.6\""}
 lz4 = {version = "*", markers = "python_version > \"3.0\""}
-matplotlib = {version = "*", markers = "python_version > \"3.6\""}
+matplotlib = [
+    {version = "3.5.3", markers = "python_version == \"3.7\""},
+    {version = "3.6.0", markers = "python_version == \"3.8\" or python_version == \"3.9\""},
+    {version = "*", markers = "python_version > \"3.9\""},
+]
 missingno = "<=0.4.2"
-networkx = {version = "*", markers = "python_version >= \"3.0\""}
+networkx = [
+    {version = "2.6.3", markers = "python_version == \"3.7\""},
+    {version = "*", markers = "python_version > \"3.7\""},
+]
 numpy = {version = "*", markers = "python_version >= \"3.0\""}
 openpyxl = {version = "*", markers = "python_version >= \"3.0\""}
-packaging = {version = "<=21.0", markers = "python_version >= \"3.0\""}
+packaging = {version = "<=21.0", markers = "python_version == \"3.7\""}
 pandas = "*"
 plotly = {version = ">=5.0.0", markers = "python_version >= \"3.6\""}
-ppscore = {version = "*", markers = "python_version >= \"3.6\""}
-requests = "*"
-scikit-learn = {version = "0.24.2", markers = "python_version > \"3.0\""}
-scipy = {version = "*", markers = "python_version >= \"3.7\""}
-seaborn = {version = "*", markers = "python_version >= \"3.6\""}
+requests = {version = "*", markers = "python_version >= \"3.6\""}
+scikit-learn = [
+    {version = "1.0.2", markers = "python_version == \"3.7\""},
+    {version = "*", markers = "python_version > \"3.7\""},
+]
+scipy = [
+    {version = "1.7.3", markers = "python_version == \"3.7\""},
+    {version = "1.9.3", markers = "python_version >= \"3.8\""},
+]
+seaborn = {version = "*", markers = "python_version > \"3.6\""}
 six = "*"
 squarify = "*"
 statsmodels = [
@@ -342,7 +373,7 @@ r = ["rpy2"]
 redis = ["redislite"]
 streamlit = ["streamlit"]
 swifter = ["swifter"]
-tests = ["importlib-metadata", "importlib-metadata (<=3.7.3)", "ipython", "mock", "nbconvert", "pytest", "pytest-cov", "pytest-server-fixtures"]
+tests = ["importlib-metadata", "importlib-metadata (<=3.7.3)", "ipython (<8.0.0)", "mock", "nbconvert", "pytest", "pytest-cov", "pytest-server-fixtures"]
 
 [[package]]
 name = "et-xmlfile"
@@ -713,6 +744,26 @@ pyparsing = ">=2.2.1"
 python-dateutil = ">=2.7"
 setuptools_scm = ">=4,<7"
 
+[[package]]
+name = "matplotlib"
+version = "3.6.0"
+description = "Python plotting package"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+contourpy = ">=1.0.1"
+cycler = ">=0.10"
+fonttools = ">=4.22.0"
+kiwisolver = ">=1.0.1"
+numpy = ">=1.19"
+packaging = ">=20.0"
+pillow = ">=6.2.0"
+pyparsing = ">=2.2.1"
+python-dateutil = ">=2.7"
+setuptools_scm = ">=7"
+
 [[package]]
 name = "mccabe"
 version = "0.6.1"
@@ -950,18 +1001,6 @@ importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
-[[package]]
-name = "ppscore"
-version = "1.3.0"
-description = "Python implementation of the Predictive Power Score (PPS)"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-pandas = ">=1.0.0,<2.0.0"
-scikit-learn = ">=0.20.2,<2.0.0"
-
 [[package]]
 name = "pycodestyle"
 version = "2.8.0"
@@ -1165,16 +1204,52 @@ docs = ["Pillow (>=7.1.2)", "matplotlib (>=2.1.1)", "memory-profiler (>=0.57.0)"
 examples = ["matplotlib (>=2.1.1)", "pandas (>=0.25.0)", "scikit-image (>=0.13)", "seaborn (>=0.9.0)"]
 tests = ["flake8 (>=3.8.2)", "matplotlib (>=2.1.1)", "mypy (>=0.770)", "pandas (>=0.25.0)", "pyamg (>=4.0.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "scikit-image (>=0.13)"]
 
+[[package]]
+name = "scikit-learn"
+version = "1.0.2"
+description = "A set of python modules for machine learning and data mining"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+joblib = ">=0.11"
+numpy = ">=1.14.6"
+scipy = ">=1.1.0"
+threadpoolctl = ">=2.0.0"
+
+[package.extras]
+benchmark = ["matplotlib (>=2.2.3)", "memory-profiler (>=0.57.0)", "pandas (>=0.25.0)"]
+docs = ["Pillow (>=7.1.2)", "matplotlib (>=2.2.3)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.0.0)", "pandas (>=0.25.0)", "scikit-image (>=0.14.5)", "seaborn (>=0.9.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
+examples = ["matplotlib (>=2.2.3)", "pandas (>=0.25.0)", "scikit-image (>=0.14.5)", "seaborn (>=0.9.0)"]
+tests = ["black (>=21.6b0)", "flake8 (>=3.8.2)", "matplotlib (>=2.2.3)", "mypy (>=0.770)", "pandas (>=0.25.0)", "pyamg (>=4.0.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "scikit-image (>=0.14.5)"]
+
 [[package]]
 name = "scipy"
-version = "1.6.1"
+version = "1.7.3"
 description = "SciPy: Scientific Library for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.7,<3.11"
+
+[package.dependencies]
+numpy = ">=1.16.5,<1.23.0"
+
+[[package]]
+name = "scipy"
+version = "1.9.3"
+description = "Fundamental algorithms for scientific computing in Python"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
 
 [package.dependencies]
-numpy = ">=1.16.5"
+numpy = ">=1.18.5,<1.26.0"
+
+[package.extras]
+dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"]
+doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"]
+test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "seaborn"
@@ -1225,6 +1300,24 @@ tomli = ">=1.0.0"
 test = ["pytest (>=6.2)", "virtualenv (>20)"]
 toml = ["setuptools (>=42)"]
 
+[[package]]
+name = "setuptools-scm"
+version = "7.1.0"
+description = "the blessed package to manage your versions by scm tags"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+packaging = ">=20.0"
+setuptools = "*"
+tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+typing-extensions = "*"
+
+[package.extras]
+test = ["pytest (>=6.2)", "virtualenv (>20)"]
+toml = ["setuptools (>=42)"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -1694,7 +1787,7 @@ testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools"
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.7.1"
-content-hash = "4e37b92f76deb528dd8d08327f0593576ff6e0fe7e3a5f9f8d6aa8421bc690c1"
+content-hash = "b6d91bb5799fdd70714e4d82a1caac1cbf3346c1c89fa0ccb269751425ca2818"
 
 [metadata.files]
 alabaster = [
@@ -1829,6 +1922,77 @@ colorlog = [
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     {file = "colorlog-6.7.0.tar.gz", hash = "sha256:bd94bd21c1e13fac7bd3153f4bc3a7dc0eb0974b8bc2fdf1a989e474f6e582e5"},
 ]
+contourpy = [
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@@ -2637,6 +2903,8 @@ setuptools = [
 setuptools-scm = [
     {file = "setuptools_scm-6.4.2-py3-none-any.whl", hash = "sha256:acea13255093849de7ccb11af9e1fb8bde7067783450cee9ef7a93139bddf6d4"},
     {file = "setuptools_scm-6.4.2.tar.gz", hash = "sha256:6833ac65c6ed9711a4d5d2266f8024cfa07c533a0e55f4c12f6eff280a5a9e30"},
+    {file = "setuptools_scm-7.1.0-py3-none-any.whl", hash = "sha256:73988b6d848709e2af142aa48c986ea29592bbcfca5375678064708205253d8e"},
+    {file = "setuptools_scm-7.1.0.tar.gz", hash = "sha256:6c508345a771aad7d56ebff0e70628bf2b0ec7573762be9960214730de278f27"},
 ]
 six = [
     {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
diff --git a/pyproject.toml b/pyproject.toml
index 5a2a3c0..be63ac5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,7 +43,7 @@ pyupgrade = "^2.29.1"
 furo = ">=2021.11.12"
 sphinx-autoapi = "^1.8.4"
 kaleido = "0.2.1"
-dtale = "^1.61.1"
+dtale = "^2.9.1"
 nox = "^2022.1.7"
 nox-poetry = "^1.0.2"