diff --git a/poetry.lock b/poetry.lock
index 38f25e8..13f7245 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,10 +1,9 @@
-# This file is automatically @generated by Poetry and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "appdirs"
 version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -16,7 +15,6 @@ files = [
 name = "appnope"
 version = "0.1.3"
 description = "Disable App Nap on macOS >= 10.9"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -28,7 +26,6 @@ files = [
 name = "asttokens"
 version = "2.2.1"
 description = "Annotate AST trees with source code positions"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -46,7 +43,6 @@ test = ["astroid", "pytest"]
 name = "backcall"
 version = "0.2.0"
 description = "Specifications for callback functions passed in to an API"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -58,7 +54,6 @@ files = [
 name = "black"
 version = "22.1.0"
 description = "The uncompromising code formatter."
-category = "main"
 optional = false
 python-versions = ">=3.6.2"
 files = [
@@ -104,7 +99,6 @@ uvloop = ["uvloop (>=0.15.2)"]
 name = "blue"
 version = "0.9.1"
 description = "Blue -- Some folks like black but I prefer blue."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -120,7 +114,6 @@ flake8 = ">=3.8,<5.0.0"
 name = "cffi"
 version = "1.15.1"
 description = "Foreign Function Interface for Python calling C code."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -197,7 +190,6 @@ pycparser = "*"
 name = "click"
 version = "8.1.3"
 description = "Composable command line interface toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -212,7 +204,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 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 = [
@@ -224,7 +215,6 @@ files = [
 name = "comm"
 version = "0.1.3"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -244,7 +234,6 @@ typing = ["mypy (>=0.990)"]
 name = "contourpy"
 version = "1.0.7"
 description = "Python library for calculating contours of 2D quadrilateral grids"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -319,7 +308,6 @@ test-no-images = ["pytest"]
 name = "cycler"
 version = "0.11.0"
 description = "Composable style cycles"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -331,7 +319,6 @@ files = [
 name = "debugpy"
 version = "1.6.6"
 description = "An implementation of the Debug Adapter Protocol for Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -358,7 +345,6 @@ files = [
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -370,7 +356,6 @@ files = [
 name = "executing"
 version = "1.2.0"
 description = "Get the currently executing AST node of a frame, and other information"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -385,7 +370,6 @@ tests = ["asttokens", "littleutils", "pytest", "rich"]
 name = "flake8"
 version = "4.0.0"
 description = "the modular source code checker: pep8 pyflakes and co"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -402,7 +386,6 @@ pyflakes = ">=2.4.0,<2.5.0"
 name = "fonttools"
 version = "4.39.2"
 description = "Tools to manipulate font files"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -428,7 +411,6 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 name = "ipykernel"
 version = "6.22.0"
 description = "IPython Kernel for Jupyter"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -442,7 +424,7 @@ comm = ">=0.1.1"
 debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
 jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 matplotlib-inline = ">=0.1"
 nest-asyncio = "*"
 packaging = "*"
@@ -462,7 +444,6 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 name = "ipython"
 version = "8.11.0"
 description = "IPython: Productive Interactive Computing"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -501,7 +482,6 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa
 name = "jedi"
 version = "0.18.2"
 description = "An autocompletion tool for Python that can be used for text editors."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -521,7 +501,6 @@ testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 name = "jupyter-client"
 version = "8.1.0"
 description = "Jupyter protocol implementation and client libraries"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -530,7 +509,7 @@ files = [
 ]
 
 [package.dependencies]
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
 tornado = ">=6.2"
@@ -544,7 +523,6 @@ test = ["codecov", "coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-co
 name = "jupyter-core"
 version = "5.3.0"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -565,7 +543,6 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 name = "kiwisolver"
 version = "1.4.4"
 description = "A fast implementation of the Cassowary constraint solver"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -643,7 +620,6 @@ files = [
 name = "matplotlib"
 version = "3.7.1"
 description = "Python plotting package"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -705,7 +681,6 @@ python-dateutil = ">=2.7"
 name = "matplotlib-inline"
 version = "0.1.6"
 description = "Inline Matplotlib backend for Jupyter"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -720,7 +695,6 @@ traitlets = "*"
 name = "mccabe"
 version = "0.6.1"
 description = "McCabe checker, plugin for flake8"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -732,7 +706,6 @@ files = [
 name = "mizani"
 version = "0.8.1"
 description = "Scales for Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -756,7 +729,6 @@ testing = ["flake8", "pytest-cov"]
 name = "mypy-extensions"
 version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -768,7 +740,6 @@ files = [
 name = "nest-asyncio"
 version = "1.5.6"
 description = "Patch asyncio to allow nested event loops"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -780,7 +751,6 @@ files = [
 name = "numpy"
 version = "1.24.2"
 description = "Fundamental package for array computing in Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -818,7 +788,6 @@ files = [
 name = "packaging"
 version = "23.0"
 description = "Core utilities for Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -830,7 +799,6 @@ files = [
 name = "palettable"
 version = "3.3.0"
 description = "Color palettes for Python"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -842,7 +810,6 @@ files = [
 name = "pandas"
 version = "1.5.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -876,10 +843,7 @@ files = [
 ]
 
 [package.dependencies]
-numpy = [
-    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
-    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
-]
+numpy = {version = ">=1.23.2", markers = "python_version >= \"3.11\""}
 python-dateutil = ">=2.8.1"
 pytz = ">=2020.1"
 
@@ -890,7 +854,6 @@ test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
 name = "parso"
 version = "0.8.3"
 description = "A Python Parser"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -906,7 +869,6 @@ testing = ["docopt", "pytest (<6.0.0)"]
 name = "pathspec"
 version = "0.11.1"
 description = "Utility library for gitignore style pattern matching of file paths."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -918,7 +880,6 @@ files = [
 name = "patsy"
 version = "0.5.3"
 description = "A Python package for describing statistical models and for building design matrices."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -937,7 +898,6 @@ test = ["pytest", "pytest-cov", "scipy"]
 name = "pexpect"
 version = "4.8.0"
 description = "Pexpect allows easy control of interactive console applications."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -952,7 +912,6 @@ ptyprocess = ">=0.5"
 name = "pickleshare"
 version = "0.7.5"
 description = "Tiny 'shelve'-like database with concurrency support"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -962,100 +921,93 @@ files = [
 
 [[package]]
 name = "pillow"
-version = "9.4.0"
+version = "10.2.0"
 description = "Python Imaging Library (Fork)"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 [package.extras]
-docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-issues (>=3.0.1)", "sphinx-removed-in", "sphinxext-opengraph"]
+docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
+fpx = ["olefile"]
+mic = ["olefile"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+typing = ["typing-extensions"]
+xmp = ["defusedxml"]
 
 [[package]]
 name = "platformdirs"
 version = "3.1.1"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1071,7 +1023,6 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2.1)", "pytes
 name = "plotnine"
 version = "0.10.1"
 description = "A grammar of graphics for python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1099,7 +1050,6 @@ test = ["flake8", "pytest-cov"]
 name = "prompt-toolkit"
 version = "3.0.38"
 description = "Library for building powerful interactive command lines in Python"
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -1114,7 +1064,6 @@ wcwidth = "*"
 name = "psutil"
 version = "5.9.4"
 description = "Cross-platform lib for process and system monitoring in Python."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1141,7 +1090,6 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 name = "ptpython"
 version = "3.0.23"
 description = "Python REPL build on top of prompt_toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1163,7 +1111,6 @@ ptipython = ["ipython"]
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1175,7 +1122,6 @@ files = [
 name = "pure-eval"
 version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1190,7 +1136,6 @@ tests = ["pytest"]
 name = "pycodestyle"
 version = "2.8.0"
 description = "Python style guide checker"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -1202,7 +1147,6 @@ files = [
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1214,7 +1158,6 @@ files = [
 name = "pyflakes"
 version = "2.4.0"
 description = "passive checker of Python programs"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1226,7 +1169,6 @@ files = [
 name = "pygments"
 version = "2.14.0"
 description = "Pygments is a syntax highlighting package written in Python."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1241,7 +1183,6 @@ plugins = ["importlib-metadata"]
 name = "pyparsing"
 version = "3.0.9"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-category = "main"
 optional = false
 python-versions = ">=3.6.8"
 files = [
@@ -1256,7 +1197,6 @@ diagrams = ["jinja2", "railroad-diagrams"]
 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 = [
@@ -1271,7 +1211,6 @@ six = ">=1.5"
 name = "pytz"
 version = "2022.7.1"
 description = "World timezone definitions, modern and historical"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1283,7 +1222,6 @@ files = [
 name = "pywin32"
 version = "305"
 description = "Python for Window Extensions"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1307,7 +1245,6 @@ files = [
 name = "pyzmq"
 version = "25.0.2"
 description = "Python bindings for 0MQ"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1397,7 +1334,6 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 name = "scipy"
 version = "1.10.1"
 description = "Fundamental algorithms for scientific computing in Python"
-category = "main"
 optional = false
 python-versions = "<3.12,>=3.8"
 files = [
@@ -1436,7 +1372,6 @@ test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeo
 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 = [
@@ -1448,7 +1383,6 @@ files = [
 name = "stack-data"
 version = "0.6.2"
 description = "Extract data from python stack frames and tracebacks for informative displays"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1468,7 +1402,6 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 name = "statsmodels"
 version = "0.13.5"
 description = "Statistical computations and models for Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1515,7 +1448,6 @@ docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "n
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1527,7 +1459,6 @@ files = [
 name = "tornado"
 version = "6.3.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-category = "main"
 optional = false
 python-versions = ">= 3.8"
 files = [
@@ -1548,7 +1479,6 @@ files = [
 name = "traitlets"
 version = "5.9.0"
 description = "Traitlets Python configuration system"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1564,7 +1494,6 @@ test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
 name = "tzdata"
 version = "2022.7"
 description = "Provider of IANA time zone data"
-category = "main"
 optional = false
 python-versions = ">=2"
 files = [
@@ -1576,7 +1505,6 @@ files = [
 name = "wcwidth"
 version = "0.2.6"
 description = "Measures the displayed width of unicode strings in a terminal"
-category = "main"
 optional = false
 python-versions = "*"
 files = [