diff --git a/poetry.lock b/poetry.lock
index a5ccceb..7eb2131 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -27,6 +27,7 @@ python-versions = ">=3.6.2"
 
 [package.dependencies]
 lazy-object-proxy = ">=1.4.0"
+setuptools = ">=20.0"
 typed-ast = {version = ">=1.4.0,<2.0", markers = "implementation_name == \"cpython\" and python_version < \"3.8\""}
 typing-extensions = {version = ">=3.10", markers = "python_version < \"3.10\""}
 wrapt = ">=1.11,<1.14"
@@ -48,10 +49,10 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
-docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
+dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "sphinx", "sphinx-notfound-page", "zope.interface"]
+docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
+tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "zope.interface"]
+tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six"]
 
 [[package]]
 name = "avro"
@@ -77,8 +78,8 @@ optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-dev = ["pytest", "coverage", "tox", "flake8", "hypothesis", "pytest-cov", "python-coveralls"]
-docs = ["sphinx", "pallets-sphinx-themes", "sphinxcontrib-log-cabinet", "sphinx-issues"]
+dev = ["coverage", "flake8", "hypothesis", "pytest", "pytest-cov", "python-coveralls", "tox"]
+docs = ["pallets-sphinx-themes", "sphinx", "sphinx-issues", "sphinxcontrib-log-cabinet"]
 
 [[package]]
 name = "babel"
@@ -108,7 +109,7 @@ stevedore = ">=1.20.0"
 [package.extras]
 test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)", "toml"]
 toml = ["toml"]
-yaml = ["pyyaml"]
+yaml = ["PyYAML"]
 
 [[package]]
 name = "beautifulsoup4"
@@ -142,7 +143,7 @@ tomli = ">=0.2.6,<2.0.0"
 typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
 typing-extensions = [
     {version = ">=3.10.0.0", markers = "python_version < \"3.10\""},
-    {version = "!=3.10.0.1", markers = "python_version >= \"3.10\""},
+    {version = ">=3.10.0.0,<3.10.0.1 || >3.10.0.1", markers = "python_version >= \"3.10\""},
 ]
 
 [package.extras]
@@ -262,11 +263,11 @@ 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)"]
+celery = ["celery[redis] (>=5.1.2)", "redis (>=3.5.3)"]
+ci = ["black (==21.6b0)", "dash-dangerously-set-inner-html", "dash-flow-example (==0.0.5)", "flake8 (==3.9.2)", "flaky (==3.7.0)", "flask-talisman (==0.8.1)", "isort (==4.3.21)", "mimesis", "mock (==4.0.3)", "numpy", "openpyxl", "orjson (==3.5.4)", "orjson (==3.6.3)", "pandas (==1.1.5)", "pandas (>=1.4.0)", "preconditions", "pyarrow", "pyarrow (<3)", "pylint (==2.10.2)", "pytest-mock (==3.2.0)", "pytest-sugar (==0.9.4)", "xlrd (<2)", "xlrd (>=2.0.1)"]
+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)", "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 = ["beautifulsoup4 (>=4.8.2)", "cryptography (<3.4)", "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)"]
 
 [[package]]
 name = "dash-bootstrap-components"
@@ -359,15 +360,16 @@ pipenv = ["pipenv"]
 
 [[package]]
 name = "dtale"
-version = "1.61.1"
+version = "2.8.1"
 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 = "*"
@@ -379,19 +381,30 @@ 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 = "*", markers = "python_version > \"3.7\""},
+]
 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 = [
@@ -404,12 +417,12 @@ xlrd = "*"
 
 [package.extras]
 arctic = ["arctic (<=1.79.4)"]
-dash-bio = ["dash-bio (==0.7.1)", "dash-bio"]
+dash-bio = ["dash-bio", "dash-bio (==0.7.1)"]
 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 = ["importlib-metadata", "importlib-metadata (<=3.7.3)", "ipython (<8.0.0)", "mock", "nbconvert", "pytest", "pytest-cov", "pytest-server-fixtures"]
 
 [[package]]
 name = "et-xmlfile"
@@ -428,7 +441,7 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-codecs = ["python-snappy", "zstandard", "lz4"]
+codecs = ["lz4", "python-snappy", "zstandard"]
 lz4 = ["lz4"]
 snappy = ["python-snappy"]
 zstandard = ["zstandard"]
@@ -575,9 +588,9 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-all = ["fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "zopfli (>=0.1.4)", "lz4 (>=1.7.4.2)", "matplotlib", "sympy", "skia-pathops (>=0.5.0)", "brotlicffi (>=0.8.0)", "scipy", "brotli (>=1.0.1)", "munkres", "unicodedata2 (>=14.0.0)", "xattr"]
+all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "unicodedata2 (>=14.0.0)", "xattr", "zopfli (>=0.1.4)"]
 graphite = ["lz4 (>=1.7.4.2)"]
-interpolatable = ["scipy", "munkres"]
+interpolatable = ["munkres", "scipy"]
 lxml = ["lxml (>=4.0,<5)"]
 pathops = ["skia-pathops (>=0.5.0)"]
 plot = ["matplotlib"]
@@ -585,7 +598,7 @@ symfont = ["sympy"]
 type1 = ["xattr"]
 ufo = ["fs (>=2.2.0,<3)"]
 unicode = ["unicodedata2 (>=14.0.0)"]
-woff = ["zopfli (>=0.1.4)", "brotlicffi (>=0.8.0)", "brotli (>=1.0.1)"]
+woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
 [[package]]
 name = "furo"
@@ -671,8 +684,8 @@ typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
+docs = ["jaraco.packaging (>=8.2)", "rst.linker (>=1.9)", "sphinx"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pep517", "pyfakefs", "pytest (>=4.6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-flake8", "pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -759,7 +772,7 @@ python-versions = ">=3.7"
 [package.extras]
 docs = ["sphinx (>=1.6.0)", "sphinx-bootstrap-theme"]
 flake8 = ["flake8"]
-tests = ["pytest (!=3.3.0)", "psutil", "pytest-cov"]
+tests = ["psutil", "pytest (!=3.3.0)", "pytest-cov"]
 
 [[package]]
 name = "markupsafe"
@@ -788,6 +801,25 @@ pyparsing = ">=2.2.1"
 python-dateutil = ">=2.7"
 setuptools_scm = ">=4"
 
+[[package]]
+name = "matplotlib"
+version = "3.5.3"
+description = "Python plotting package"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+cycler = ">=0.10"
+fonttools = ">=4.22.0"
+kiwisolver = ">=1.0.1"
+numpy = ">=1.17"
+packaging = ">=20.0"
+pillow = ">=6.2.0"
+pyparsing = ">=2.2.1"
+python-dateutil = ">=2.7"
+setuptools_scm = ">=4,<7"
+
 [[package]]
 name = "mccabe"
 version = "0.6.1"
@@ -848,11 +880,11 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-default = ["numpy (>=1.19)", "scipy (>=1.5,!=1.6.1)", "matplotlib (>=3.3)", "pandas (>=1.1)"]
+default = ["matplotlib (>=3.3)", "numpy (>=1.19)", "pandas (>=1.1)", "scipy (>=1.5,!=1.6.1)"]
 developer = ["black (==21.5b1)", "pre-commit (>=2.12)"]
-doc = ["sphinx (>=4.0,<5.0)", "pydata-sphinx-theme (>=0.6,<1.0)", "sphinx-gallery (>=0.9,<1.0)", "numpydoc (>=1.1)", "pillow (>=8.2)", "nb2plots (>=0.6)", "texext (>=0.6.6)"]
-extra = ["lxml (>=4.5)", "pygraphviz (>=1.7)", "pydot (>=1.4.1)"]
-test = ["pytest (>=6.2)", "pytest-cov (>=2.12)", "codecov (>=2.1)"]
+doc = ["nb2plots (>=0.6)", "numpydoc (>=1.1)", "pillow (>=8.2)", "pydata-sphinx-theme (>=0.6,<1.0)", "sphinx (>=4.0,<5.0)", "sphinx-gallery (>=0.9,<1.0)", "texext (>=0.6.6)"]
+extra = ["lxml (>=4.5)", "pydot (>=1.4.1)", "pygraphviz (>=1.7)"]
+test = ["codecov (>=2.1)", "pytest (>=6.2)", "pytest-cov (>=2.12)"]
 
 [[package]]
 name = "nodeenv"
@@ -1020,18 +1052,6 @@ importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 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"
-
 [[package]]
 name = "pre-commit"
 version = "2.17.0"
@@ -1254,6 +1274,7 @@ Click = ">=6.0"
 dparse = ">=0.5.1"
 packaging = "*"
 requests = "*"
+setuptools = "*"
 
 [[package]]
 name = "scikit-learn"
@@ -1270,10 +1291,30 @@ scipy = ">=0.19.1"
 threadpoolctl = ">=2.0.0"
 
 [package.extras]
-benchmark = ["matplotlib (>=2.1.1)", "pandas (>=0.25.0)", "memory-profiler (>=0.57.0)"]
-docs = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=3.2.0)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.0.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)"]
-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)"]
+benchmark = ["matplotlib (>=2.1.1)", "memory-profiler (>=0.57.0)", "pandas (>=0.25.0)"]
+docs = ["Pillow (>=7.1.2)", "matplotlib (>=2.1.1)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.0.0)", "pandas (>=0.25.0)", "scikit-image (>=0.13)", "seaborn (>=0.9.0)", "sphinx (>=3.2.0)", "sphinx-gallery (>=0.7.0)", "sphinx-prompt (>=1.3.0)"]
+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"
@@ -1286,6 +1327,17 @@ 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"
@@ -1300,6 +1352,19 @@ numpy = ">=1.15"
 pandas = ">=0.23"
 scipy = ">=1.0"
 
+[[package]]
+name = "setuptools"
+version = "65.3.0"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+
 [[package]]
 name = "setuptools-scm"
 version = "6.4.2"
@@ -1310,6 +1375,7 @@ python-versions = ">=3.6"
 
 [package.dependencies]
 packaging = ">=20.0"
+setuptools = "*"
 tomli = ">=1.0.0"
 
 [package.extras]
@@ -1366,6 +1432,7 @@ Jinja2 = ">=2.3"
 packaging = "*"
 Pygments = ">=2.0"
 requests = ">=2.5.0"
+setuptools = "*"
 snowballstemmer = ">=1.1"
 sphinxcontrib-applehelp = "*"
 sphinxcontrib-devhelp = "*"
@@ -1376,8 +1443,8 @@ sphinxcontrib-serializinghtml = ">=1.1.5"
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.920)", "docutils-stubs", "types-typed-ast", "types-pkg-resources", "types-requests"]
-test = ["pytest", "pytest-cov", "html5lib", "cython", "typed-ast"]
+lint = ["docutils-stubs", "flake8 (>=3.5.0)", "isort", "mypy (>=0.920)", "types-pkg-resources", "types-requests", "types-typed-ast"]
+test = ["cython", "html5lib", "pytest", "pytest-cov", "typed-ast"]
 
 [[package]]
 name = "sphinx-autoapi"
@@ -1437,7 +1504,7 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
+lint = ["docutils-stubs", "flake8", "mypy"]
 test = ["pytest"]
 
 [[package]]
@@ -1449,7 +1516,7 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
+lint = ["docutils-stubs", "flake8", "mypy"]
 test = ["pytest"]
 
 [[package]]
@@ -1461,8 +1528,8 @@ optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
-test = ["pytest", "html5lib"]
+lint = ["docutils-stubs", "flake8", "mypy"]
+test = ["html5lib", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-jsmath"
@@ -1473,7 +1540,7 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-test = ["pytest", "flake8", "mypy"]
+test = ["flake8", "mypy", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-qthelp"
@@ -1484,7 +1551,7 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
+lint = ["docutils-stubs", "flake8", "mypy"]
 test = ["pytest"]
 
 [[package]]
@@ -1496,7 +1563,7 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
+lint = ["docutils-stubs", "flake8", "mypy"]
 test = ["pytest"]
 
 [[package]]
@@ -1524,7 +1591,7 @@ scipy = ">=1.1"
 [package.extras]
 build = ["cython (>=0.29)"]
 develop = ["cython (>=0.29)"]
-docs = ["sphinx", "nbconvert", "jupyter-client", "ipykernel", "matplotlib", "nbformat", "numpydoc", "pandas-datareader"]
+docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "numpydoc", "pandas-datareader", "sphinx"]
 
 [[package]]
 name = "statsmodels"
@@ -1543,7 +1610,7 @@ scipy = ">=1.3"
 [package.extras]
 build = ["cython (>=0.29.22)"]
 develop = ["cython (>=0.29.22)"]
-docs = ["sphinx", "nbconvert", "jupyter-client", "ipykernel", "matplotlib", "nbformat", "numpydoc", "pandas-datareader"]
+docs = ["ipykernel", "jupyter_client", "matplotlib", "nbconvert", "nbformat", "numpydoc", "pandas-datareader", "sphinx"]
 
 [[package]]
 name = "stevedore"
@@ -1633,8 +1700,8 @@ optional = false
 python-versions = ">=3.5.3"
 
 [package.extras]
-doc = ["sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"]
-test = ["pytest", "typing-extensions", "mypy"]
+doc = ["sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["mypy", "pytest", "typing-extensions"]
 
 [[package]]
 name = "types-requests"
@@ -1681,7 +1748,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
 
 [package.extras]
 brotli = ["brotlipy (>=0.6.0)"]
-secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
@@ -1701,7 +1768,7 @@ six = ">=1.9.0,<2"
 
 [package.extras]
 docs = ["proselint (>=0.10.2)", "sphinx (>=3)", "sphinx-argparse (>=0.2.5)", "sphinx-rtd-theme (>=0.4.3)", "towncrier (>=21.3)"]
-testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)", "pytest (>=4)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.1)", "pytest-mock (>=2)", "pytest-randomly (>=1)", "pytest-timeout (>=1)", "packaging (>=20.0)"]
+testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)", "packaging (>=20.0)", "pytest (>=4)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.1)", "pytest-mock (>=2)", "pytest-randomly (>=1)", "pytest-timeout (>=1)"]
 
 [[package]]
 name = "werkzeug"
@@ -1737,12 +1804,12 @@ pandas = ">=1.1"
 typing-extensions = {version = ">=3.7", markers = "python_version < \"3.8\""}
 
 [package.extras]
-accel = ["scipy", "bottleneck", "numbagg"]
-complete = ["netcdf4", "h5netcdf", "scipy", "pydap", "zarr", "fsspec", "cftime", "rasterio", "cfgrib", "pooch", "bottleneck", "numbagg", "dask", "matplotlib", "seaborn", "nc-time-axis"]
-docs = ["netcdf4", "h5netcdf", "scipy", "pydap", "zarr", "fsspec", "cftime", "rasterio", "cfgrib", "pooch", "bottleneck", "numbagg", "dask", "matplotlib", "seaborn", "nc-time-axis", "sphinx-autosummary-accessors", "sphinx-rtd-theme", "ipython", "ipykernel", "jupyter-client", "nbsphinx", "scanpydoc"]
-io = ["netcdf4", "h5netcdf", "scipy", "pydap", "zarr", "fsspec", "cftime", "rasterio", "cfgrib", "pooch"]
-parallel = ["dask"]
-viz = ["matplotlib", "seaborn", "nc-time-axis"]
+accel = ["bottleneck", "numbagg", "scipy"]
+complete = ["bottleneck", "cfgrib", "cftime", "dask[complete]", "fsspec", "h5netcdf", "matplotlib", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "rasterio", "scipy", "seaborn", "zarr"]
+docs = ["bottleneck", "cfgrib", "cftime", "dask[complete]", "fsspec", "h5netcdf", "ipykernel", "ipython", "jupyter-client", "matplotlib", "nbsphinx", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "rasterio", "scanpydoc", "scipy", "seaborn", "sphinx-autosummary-accessors", "sphinx-rtd-theme", "zarr"]
+io = ["cfgrib", "cftime", "fsspec", "h5netcdf", "netCDF4", "pooch", "pydap", "rasterio", "scipy", "zarr"]
+parallel = ["dask[complete]"]
+viz = ["matplotlib", "nc-time-axis", "seaborn"]
 
 [[package]]
 name = "xdoctest"
@@ -1758,11 +1825,11 @@ Pygments = {version = "*", optional = true, markers = "extra == \"colors\""}
 six = "*"
 
 [package.extras]
-all = ["six", "codecov", "scikit-build", "cmake", "ninja", "pybind11", "pygments", "colorama", "pytest", "pytest", "pytest-cov", "pytest", "pytest", "pytest-cov", "typing", "nbformat", "nbconvert", "jupyter-client", "ipython", "ipykernel", "pytest", "pytest-cov"]
-colors = ["pygments", "colorama"]
-jupyter = ["nbformat", "nbconvert", "jupyter-client", "ipython", "ipykernel"]
-optional = ["pygments", "colorama", "nbformat", "nbconvert", "jupyter-client", "ipython", "ipykernel"]
-tests = ["codecov", "scikit-build", "cmake", "ninja", "pybind11", "pytest", "pytest", "pytest-cov", "pytest", "pytest", "pytest-cov", "typing", "nbformat", "nbconvert", "jupyter-client", "ipython", "ipykernel", "pytest", "pytest-cov"]
+all = ["IPython", "Pygments", "cmake", "codecov", "colorama", "ipykernel", "jupyter-client", "nbconvert", "nbformat", "ninja", "pybind11", "pytest", "pytest", "pytest", "pytest", "pytest", "pytest-cov", "pytest-cov", "pytest-cov", "scikit-build", "six", "typing"]
+colors = ["Pygments", "colorama"]
+jupyter = ["IPython", "ipykernel", "jupyter-client", "nbconvert", "nbformat"]
+optional = ["IPython", "Pygments", "colorama", "ipykernel", "jupyter-client", "nbconvert", "nbformat"]
+tests = ["IPython", "cmake", "codecov", "ipykernel", "jupyter-client", "nbconvert", "nbformat", "ninja", "pybind11", "pytest", "pytest", "pytest", "pytest", "pytest", "pytest-cov", "pytest-cov", "pytest-cov", "scikit-build", "typing"]
 
 [[package]]
 name = "xlrd"
@@ -1773,7 +1840,7 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 
 [package.extras]
-build = ["wheel", "twine"]
+build = ["twine", "wheel"]
 docs = ["sphinx"]
 test = ["pytest", "pytest-cov"]
 
@@ -1786,13 +1853,13 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy"]
+docs = ["jaraco.packaging (>=8.2)", "rst.linker (>=1.9)", "sphinx"]
+testing = ["func-timeout", "jaraco.itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-flake8", "pytest-mypy"]
 
 [metadata]
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 python-versions = "^3.7.1"
-content-hash = "804b4a369d6ccc348634b659a7562a31e591abf9d89664561882e1832cdda695"
+content-hash = "f04e64801852a7da852beab49704d5ce71ac75255a2c4173886ea562d875d296"
 
 [metadata.files]
 alabaster = [
@@ -1988,15 +2055,18 @@ dash-colorscales = [
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 ]
 dash-core-components = [
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 ]
 dash-html-components = [
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 ]
 dash-table = [
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 ]
 distlib = [
@@ -2012,13 +2082,14 @@ dparse = [
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@@ -2329,6 +2400,41 @@ matplotlib = [
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 ]
 seaborn = [
     {file = "seaborn-0.11.2-py3-none-any.whl", hash = "sha256:85a6baa9b55f81a0623abddc4a26b334653ff4c6b18c418361de19dbba0ef283"},
     {file = "seaborn-0.11.2.tar.gz", hash = "sha256:cf45e9286d40826864be0e3c066f98536982baf701a7caa386511792d61ff4f6"},
 ]
+setuptools = [
+    {file = "setuptools-65.3.0-py3-none-any.whl", hash = "sha256:2e24e0bec025f035a2e72cdd1961119f557d78ad331bb00ff82efb2ab8da8e82"},
+    {file = "setuptools-65.3.0.tar.gz", hash = "sha256:7732871f4f7fa58fb6bdcaeadb0161b2bd046c85905dbaa066bdcbcc81953b57"},
+]
 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"},
diff --git a/pyproject.toml b/pyproject.toml
index bbd7729..5336c59 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 = "^2.8.1"
 
 [tool.poetry.scripts]
 gmn-python-api = "gmn_python_api.__main__:main"