diff --git a/poetry.lock b/poetry.lock
index a5ccceb..c9ee0bb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -262,11 +262,11 @@ flask-compress = "*"
 plotly = ">=5.0.0"
 
 [package.extras]
-celery = ["redis (>=3.5.3)", "celery[redis] (>=5.1.2)"]
-ci = ["black (==21.6b0)", "dash-flow-example (==0.0.5)", "dash-dangerously-set-inner-html", "flake8 (==3.9.2)", "flaky (==3.7.0)", "flask-talisman (==0.8.1)", "mimesis", "mock (==4.0.3)", "numpy", "preconditions", "pylint (==2.10.2)", "pytest-mock (==3.2.0)", "pytest-sugar (==0.9.4)", "isort (==4.3.21)", "orjson (==3.5.4)", "pyarrow (<3)", "pandas (==1.1.5)", "xlrd (<2)", "orjson (==3.6.3)", "pyarrow", "openpyxl", "pandas (>=1.4.0)", "xlrd (>=2.0.1)"]
-dev = ["coloredlogs (>=15.0.1)", "fire (>=0.4.0)", "PyYAML (>=5.4.1)"]
-diskcache = ["diskcache (>=5.2.1)", "multiprocess (>=0.70.12)", "psutil (>=5.8.0)"]
-testing = ["beautifulsoup4 (>=4.8.2)", "lxml (>=4.6.2)", "percy (>=2.0.2)", "pytest (>=6.0.2)", "requests[security] (>=2.21.0)", "selenium (>=3.141.0)", "waitress (>=1.4.4)", "cryptography (<3.4)"]
+testing = ["cryptography (<3.4)", "waitress (>=1.4.4)", "selenium (>=3.141.0)", "requests[security] (>=2.21.0)", "pytest (>=6.0.2)", "percy (>=2.0.2)", "lxml (>=4.6.2)", "beautifulsoup4 (>=4.8.2)"]
+diskcache = ["psutil (>=5.8.0)", "multiprocess (>=0.70.12)", "diskcache (>=5.2.1)"]
+dev = ["PyYAML (>=5.4.1)", "fire (>=0.4.0)", "coloredlogs (>=15.0.1)"]
+ci = ["xlrd (>=2.0.1)", "pandas (>=1.4.0)", "openpyxl", "pyarrow", "orjson (==3.6.3)", "xlrd (<2)", "pandas (==1.1.5)", "pyarrow (<3)", "orjson (==3.5.4)", "isort (==4.3.21)", "pytest-sugar (==0.9.4)", "pytest-mock (==3.2.0)", "pylint (==2.10.2)", "preconditions", "numpy", "mock (==4.0.3)", "mimesis", "flask-talisman (==0.8.1)", "flaky (==3.7.0)", "flake8 (==3.9.2)", "dash-dangerously-set-inner-html", "dash-flow-example (==0.0.5)", "black (==21.6b0)"]
+celery = ["celery[redis] (>=5.1.2)", "redis (>=3.5.3)"]
 
 [[package]]
 name = "dash-bootstrap-components"
@@ -280,7 +280,7 @@ python-versions = ">=3.6, <4"
 dash = ">=2.0.0"
 
 [package.extras]
-pandas = ["numpy", "pandas"]
+pandas = ["pandas", "numpy"]
 
 [[package]]
 name = "dash-colorscales"
@@ -359,15 +359,16 @@ pipenv = ["pipenv"]
 
 [[package]]
 name = "dtale"
-version = "1.61.1"
+version = "2.7.1"
 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 = "*"
@@ -381,17 +382,25 @@ kaleido = {version = "*", markers = "python_version > \"3.6\""}
 lz4 = {version = "*", markers = "python_version > \"3.0\""}
 matplotlib = {version = "*", markers = "python_version > \"3.6\""}
 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 = "*", markers = "python_version >= \"3.8\""},
+]
+seaborn = {version = "*", markers = "python_version > \"3.6\""}
 six = "*"
 squarify = "*"
 statsmodels = [
@@ -409,7 +418,7 @@ r = ["rpy2"]
 redis = ["redislite"]
 streamlit = ["streamlit"]
 swifter = ["swifter"]
-tests = ["ipython", "mock", "nbconvert", "pytest", "pytest-cov", "pytest-server-fixtures", "importlib-metadata", "importlib-metadata (<=3.7.3)"]
+tests = ["ipython (<8.0.0)", "mock", "nbconvert", "pytest", "pytest-cov", "pytest-server-fixtures", "importlib-metadata", "importlib-metadata (<=3.7.3)"]
 
 [[package]]
 name = "et-xmlfile"
@@ -811,7 +820,7 @@ scipy = "*"
 seaborn = "*"
 
 [package.extras]
-tests = ["pytest", "pytest-mpl"]
+tests = ["pytest-mpl", "pytest"]
 
 [[package]]
 name = "mypy"
@@ -951,7 +960,7 @@ numpy = ">=1.4"
 six = "*"
 
 [package.extras]
-test = ["pytest", "pytest-cov", "scipy"]
+test = ["scipy", "pytest-cov", "pytest"]
 
 [[package]]
 name = "pbr"
@@ -1017,20 +1026,8 @@ python-versions = ">=3.6"
 importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 
 [package.extras]
-dev = ["pre-commit", "tox"]
-testing = ["pytest", "pytest-benchmark"]
-
-[[package]]
-name = "ppscore"
-version = "1.2.0"
-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,<1.0.0"
+testing = ["pytest-benchmark", "pytest"]
+dev = ["tox", "pre-commit"]
 
 [[package]]
 name = "pre-commit"
@@ -1275,6 +1272,26 @@ docs = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "s
 examples = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)"]
 tests = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "mypy (>=0.770)", "pyamg (>=4.0.0)"]
 
+[[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]
+tests = ["pyamg (>=4.0.0)", "mypy (>=0.770)", "black (>=21.6b0)", "flake8 (>=3.8.2)", "pytest-cov (>=2.9.0)", "pytest (>=5.0.1)", "pandas (>=0.25.0)", "scikit-image (>=0.14.5)", "matplotlib (>=2.2.3)"]
+examples = ["seaborn (>=0.9.0)", "pandas (>=0.25.0)", "scikit-image (>=0.14.5)", "matplotlib (>=2.2.3)"]
+docs = ["sphinxext-opengraph (>=0.4.2)", "sphinx-prompt (>=1.3.0)", "Pillow (>=7.1.2)", "numpydoc (>=1.0.0)", "sphinx-gallery (>=0.7.0)", "sphinx (>=4.0.1)", "memory-profiler (>=0.57.0)", "seaborn (>=0.9.0)", "pandas (>=0.25.0)", "scikit-image (>=0.14.5)", "matplotlib (>=2.2.3)"]
+benchmark = ["memory-profiler (>=0.57.0)", "pandas (>=0.25.0)", "matplotlib (>=2.2.3)"]
+
 [[package]]
 name = "scipy"
 version = "1.6.1"
@@ -1286,6 +1303,17 @@ python-versions = ">=3.7"
 [package.dependencies]
 numpy = ">=1.16.5"
 
+[[package]]
+name = "scipy"
+version = "1.7.3"
+description = "SciPy: Scientific Library for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7,<3.11"
+
+[package.dependencies]
+numpy = ">=1.16.5,<1.23.0"
+
 [[package]]
 name = "seaborn"
 version = "0.11.2"
@@ -1437,8 +1465,8 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
 test = ["pytest"]
+lint = ["docutils-stubs", "mypy", "flake8"]
 
 [[package]]
 name = "sphinxcontrib-devhelp"
@@ -1449,8 +1477,8 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
 test = ["pytest"]
+lint = ["docutils-stubs", "mypy", "flake8"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
@@ -1461,8 +1489,8 @@ optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
-test = ["pytest", "html5lib"]
+test = ["html5lib", "pytest"]
+lint = ["docutils-stubs", "mypy", "flake8"]
 
 [[package]]
 name = "sphinxcontrib-jsmath"
@@ -1473,7 +1501,7 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-test = ["pytest", "flake8", "mypy"]
+test = ["mypy", "flake8", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-qthelp"
@@ -1484,8 +1512,8 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
 test = ["pytest"]
+lint = ["docutils-stubs", "mypy", "flake8"]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
@@ -1773,9 +1801,9 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 
 [package.extras]
-build = ["wheel", "twine"]
+test = ["pytest-cov", "pytest"]
 docs = ["sphinx"]
-test = ["pytest", "pytest-cov"]
+build = ["twine", "wheel"]
 
 [[package]]
 name = "zipp"
@@ -1792,7 +1820,7 @@ testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.7.1"
-content-hash = "804b4a369d6ccc348634b659a7562a31e591abf9d89664561882e1832cdda695"
+content-hash = "ca972e83fc542def32b52a948add06162e7a3b79276d73cf271fdff350d67cad"
 
 [metadata.files]
 alabaster = [
@@ -1988,15 +2016,18 @@ dash-colorscales = [
     {file = "dash_colorscales-0.0.4.tar.gz", hash = "sha256:e2eb8c78e702d03e9c13fb7ca888ed202152494dbb053f5aab6417b6f6d19f63"},
 ]
 dash-core-components = [
+    {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"},
 ]
 dash-daq = [
     {file = "dash_daq-0.5.0.tar.gz", hash = "sha256:a1d85b6799f7b885652fbc44aebdb58c41254616a8d350b943beeb42ade4256a"},
 ]
 dash-html-components = [
+    {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"},
 ]
 dash-table = [
+    {file = "dash_table-5.0.0-py3-none-any.whl", hash = "sha256:19036fa352bb1c11baf38068ec62d172f0515f73ca3276c79dee49b95ddc16c9"},
     {file = "dash_table-5.0.0.tar.gz", hash = "sha256:18624d693d4c8ef2ddec99a6f167593437a7ea0bf153aa20f318c170c5bc7308"},
 ]
 distlib = [
@@ -2012,13 +2043,14 @@ dparse = [
     {file = "dparse-0.5.1.tar.gz", hash = "sha256:a1b5f169102e1c894f9a7d5ccf6f9402a836a5d24be80a986c7ce9eaed78f367"},
 ]
 dtale = [
-    {file = "dtale-1.61.1-py2.7.egg", hash = "sha256:748448ec985acd383b0800143109abeae2fef0ed91d6fcd678e0a3892c1aafb1"},
-    {file = "dtale-1.61.1-py2.py3-none-any.whl", hash = "sha256:47c4135263c7ff43a840dd7dbb222aac35539d2cc4adebbf42f6debe1a812bbb"},
-    {file = "dtale-1.61.1-py3.6.egg", hash = "sha256:0cc3dbd2a6e9a25ed69aee105ad0dbc095f71fdab7731f84029971948732dd32"},
-    {file = "dtale-1.61.1-py3.7.egg", hash = "sha256:bafbffa77afa1aa7546a27efdf62b11b4bd16fa6ccaf3699402bde9d53ee1063"},
-    {file = "dtale-1.61.1-py3.8.egg", hash = "sha256:312a54ef1468978d95c2d4dc17d6e2af685eee3b80b693e1f2ecbdf1e7a2e7eb"},
-    {file = "dtale-1.61.1-py3.9.egg", hash = "sha256:b21048cd9dc555b8a20c69c60ece806c8681e0fd397839caca80c8e78e0b0426"},
-    {file = "dtale-1.61.1.tar.gz", hash = "sha256:c4838c9cc03ba6c6cd3496ee531f68572dd742a3a6e39df7753bf8d1e388941a"},
+    {file = "dtale-2.7.1-py2.7.egg", hash = "sha256:df25a31fdfabda030398c40fbe9f78130af96c0071e9ef1e819d34209f1c9335"},
+    {file = "dtale-2.7.1-py2.py3-none-any.whl", hash = "sha256:1d070896e7dee26b388367a6884eb6a619f648c579925f0aa2d4d11de46173d9"},
+    {file = "dtale-2.7.1-py3.10.egg", hash = "sha256:d04c90011a7136235d3e6c4c703b251371725d4c84e6688176f20ed59dc51b06"},
+    {file = "dtale-2.7.1-py3.6.egg", hash = "sha256:ebcdace31b04202026aac1a97e25ad6d3b36d12aa54c14a852c0bc3469ebaaca"},
+    {file = "dtale-2.7.1-py3.7.egg", hash = "sha256:5649ca472d21d5413f029fcb141177753d6a7cb55080f07863f05df76ce309bf"},
+    {file = "dtale-2.7.1-py3.8.egg", hash = "sha256:ada44daa0a92b2e771b818f4184f7f9e5815dd84e473b26e51e499708b28c726"},
+    {file = "dtale-2.7.1-py3.9.egg", hash = "sha256:58afceb8b19d9e138a69e17289a8111e7e8c1422a69c94d0018e5bfd88181c47"},
+    {file = "dtale-2.7.1.tar.gz", hash = "sha256:6190df706812b6b115d6fc82183ffa73e0ceeba85d49d9d510f8cb03b784f35f"},
 ]
 et-xmlfile = [
     {file = "et_xmlfile-1.1.0-py3-none-any.whl", hash = "sha256:a2ba85d1d6a74ef63837eed693bcb89c3f752169b0e3e7ae5b16ca5e1b3deada"},
@@ -2505,9 +2537,6 @@ pluggy = [
     {file = "pluggy-1.0.0-py2.py3-none-any.whl", hash = "sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"},
     {file = "pluggy-1.0.0.tar.gz", hash = "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159"},
 ]
-ppscore = [
-    {file = "ppscore-1.2.0.tar.gz", hash = "sha256:f81f17007e23b917f54295689c8dee8a344206d2f16e5587d85e1c36395437e6"},
-]
 pre-commit = [
     {file = "pre_commit-2.17.0-py2.py3-none-any.whl", hash = "sha256:725fa7459782d7bec5ead072810e47351de01709be838c2ce1726b9591dad616"},
     {file = "pre_commit-2.17.0.tar.gz", hash = "sha256:c1a8040ff15ad3d648c70cc3e55b93e4d2d5b687320955505587fd79bbaed06a"},
@@ -2671,6 +2700,38 @@ scikit-learn = [
     {file = "scikit_learn-0.24.2-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:4e6198675a6f9d333774671bd536668680eea78e2e81c0b19e57224f58d17f37"},
     {file = "scikit_learn-0.24.2-cp39-cp39-win32.whl", hash = "sha256:cbdb0b3db99dd1d5f69d31b4234367d55475add31df4d84a3bd690ef017b55e2"},
     {file = "scikit_learn-0.24.2-cp39-cp39-win_amd64.whl", hash = "sha256:40556bea1ef26ef54bc678d00cf138a63069144a0b5f3a436eecd8f3468b903e"},
+    {file = "scikit-learn-1.0.2.tar.gz", hash = "sha256:b5870959a5484b614f26d31ca4c17524b1b0317522199dc985c3b4256e030767"},
+    {file = "scikit_learn-1.0.2-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:da3c84694ff693b5b3194d8752ccf935a665b8b5edc33a283122f4273ca3e687"},
+    {file = "scikit_learn-1.0.2-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:75307d9ea39236cad7eea87143155eea24d48f93f3a2f9389c817f7019f00705"},
+    {file = "scikit_learn-1.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f14517e174bd7332f1cca2c959e704696a5e0ba246eb8763e6c24876d8710049"},
+    {file = "scikit_learn-1.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d9aac97e57c196206179f674f09bc6bffcd0284e2ba95b7fe0b402ac3f986023"},
+    {file = "scikit_learn-1.0.2-cp310-cp310-win_amd64.whl", hash = "sha256:d93d4c28370aea8a7cbf6015e8a669cd5d69f856cc2aa44e7a590fb805bb5583"},
+    {file = "scikit_learn-1.0.2-cp37-cp37m-macosx_10_13_x86_64.whl", hash = "sha256:85260fb430b795d806251dd3bb05e6f48cdc777ac31f2bcf2bc8bbed3270a8f5"},
+    {file = "scikit_learn-1.0.2-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:a053a6a527c87c5c4fa7bf1ab2556fa16d8345cf99b6c5a19030a4a7cd8fd2c0"},
+    {file = "scikit_learn-1.0.2-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:245c9b5a67445f6f044411e16a93a554edc1efdcce94d3fc0bc6a4b9ac30b752"},
+    {file = "scikit_learn-1.0.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:158faf30684c92a78e12da19c73feff9641a928a8024b4fa5ec11d583f3d8a87"},
+    {file = "scikit_learn-1.0.2-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:08ef968f6b72033c16c479c966bf37ccd49b06ea91b765e1cc27afefe723920b"},
+    {file = "scikit_learn-1.0.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:16455ace947d8d9e5391435c2977178d0ff03a261571e67f627c8fee0f9d431a"},
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@@ -2692,6 +2753,35 @@ scipy = [
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 ]
 seaborn = [
     {file = "seaborn-0.11.2-py3-none-any.whl", hash = "sha256:85a6baa9b55f81a0623abddc4a26b334653ff4c6b18c418361de19dbba0ef283"},
diff --git a/pyproject.toml b/pyproject.toml
index bbd7729..56d0cbb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ pyupgrade = "^2.29.1"
 furo = ">=2021.11.12"
 sphinx-autoapi = "^1.8.4"
 kaleido = "0.2.1"
-dtale = "^1.61.1"
+dtale = "^2.7.1"
 
 [tool.poetry.scripts]
 gmn-python-api = "gmn_python_api.__main__:main"