diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index b731601..edf7a97 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -17,9 +17,9 @@ jobs:
       fail-fast: false
       matrix:
         python-version:
-          - 3.7
-          - 3.8
-          - 3.9
+          - "3.8"
+          - "3.9"
+          - "3.10"
         os:
           - ubuntu-latest
           #- macOS-latest
diff --git a/poetry.lock b/poetry.lock
index 06dcac4..edee308 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.4.0 and should not be changed by hand.
 
 [[package]]
 name = "attrs"
@@ -82,169 +82,140 @@ files = [
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 
-[[package]]
-name = "commonmark"
-version = "0.9.1"
-description = "Python parser for the CommonMark Markdown spec"
-category = "dev"
-optional = false
-python-versions = "*"
-files = [
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-    {file = "commonmark-0.9.1.tar.gz", hash = "sha256:452f9dc859be7f06631ddcb328b6919c67984aca654e5fefb3914d54691aed60"},
-]
-
-[package.extras]
-test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
-
 [[package]]
 name = "contourpy"
-version = "1.0.6"
+version = "1.0.7"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -299,18 +270,18 @@ pyflakes = ">=3.0.0,<3.1.0"
 
 [[package]]
 name = "fonttools"
-version = "4.38.0"
+version = "4.39.0"
 description = "Tools to manipulate font files"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "fonttools-4.39.0.zip", hash = "sha256:909c104558835eac27faeb56be5a4c32694192dca123d073bf746ce9254054af"},
 ]
 
 [package.extras]
-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", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=14.0.0)", "xattr", "zopfli (>=0.1.4)"]
+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", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.0.0)", "xattr", "zopfli (>=0.1.4)"]
 graphite = ["lz4 (>=1.7.4.2)"]
 interpolatable = ["munkres", "scipy"]
 lxml = ["lxml (>=4.0,<5)"]
@@ -320,9 +291,28 @@ repacker = ["uharfbuzz (>=0.23.0)"]
 symfont = ["sympy"]
 type1 = ["xattr"]
 ufo = ["fs (>=2.2.0,<3)"]
-unicode = ["unicodedata2 (>=14.0.0)"]
+unicode = ["unicodedata2 (>=15.0.0)"]
 woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
+[[package]]
+name = "importlib-resources"
+version = "5.12.0"
+description = "Read resources from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "importlib_resources-5.12.0-py3-none-any.whl", hash = "sha256:7b1deeebbf351c7578e09bf2f63fa2ce8b5ffec296e0d349139d43cca061a81a"},
+    {file = "importlib_resources-5.12.0.tar.gz", hash = "sha256:4be82589bf5c1d7999aedf2a45159d10cb3ca4f19b2271f8792bc8e6da7b22f6"},
+]
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -337,19 +327,19 @@ files = [
 
 [[package]]
 name = "isort"
-version = "5.11.4"
+version = "5.12.0"
 description = "A Python utility / library to sort Python imports."
 category = "dev"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 files = [
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+    {file = "isort-5.12.0.tar.gz", hash = "sha256:8bef7dde241278824a6d83f44a544709b065191b95b6e50894bdc722fcba0504"},
 ]
 
 [package.extras]
-colors = ["colorama (>=0.4.3,<0.5.0)"]
-pipfile-deprecated-finder = ["pipreqs", "requirementslib"]
+colors = ["colorama (>=0.4.3)"]
+pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
 plugins = ["setuptools"]
 requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
@@ -431,66 +421,92 @@ files = [
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 ]
 
+[[package]]
+name = "markdown-it-py"
+version = "2.2.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+mdurl = ">=0.1,<1.0"
+
+[package.extras]
+benchmarking = ["psutil", "pytest", "pytest-benchmark"]
+code-style = ["pre-commit (>=3.0,<4.0)"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
+linkify = ["linkify-it-py (>=1,<3)"]
+plugins = ["mdit-py-plugins"]
+profiling = ["gprof2dot"]
+rtd = ["attrs", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
 name = "matplotlib"
-version = "3.6.3"
+version = "3.7.1"
 description = "Python plotting package"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pandas-1.5.3-cp38-cp38-win_amd64.whl", hash = "sha256:41179ce559943d83a9b4bbacb736b04c928b095b5f25dd2b7389eda08f46f373"},
+    {file = "pandas-1.5.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:c74a62747864ed568f5a82a49a23a8d7fe171d0c69038b38cedf0976831296fa"},
+    {file = "pandas-1.5.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c4c00e0b0597c8e4f59e8d461f797e5d70b4d025880516a8261b2817c47759ee"},
+    {file = "pandas-1.5.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a50d9a4336a9621cab7b8eb3fb11adb82de58f9b91d84c2cd526576b881a0c5a"},
+    {file = "pandas-1.5.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dd05f7783b3274aa206a1af06f0ceed3f9b412cf665b7247eacd83be41cf7bf0"},
+    {file = "pandas-1.5.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9f69c4029613de47816b1bb30ff5ac778686688751a5e9c99ad8c7031f6508e5"},
+    {file = "pandas-1.5.3-cp39-cp39-win32.whl", hash = "sha256:7cec0bee9f294e5de5bbfc14d0573f65526071029d036b753ee6507d2a21480a"},
+    {file = "pandas-1.5.3-cp39-cp39-win_amd64.whl", hash = "sha256:dfd681c5dc216037e0b0a2c821f5ed99ba9f03ebcf119c7dac0e9a7b960b9ec9"},
+    {file = "pandas-1.5.3.tar.gz", hash = "sha256:74a3fd7e5a7ec052f183273dc7b0acd3a863edf7520f5d3a1765c04ffdb3b0b1"},
 ]
 
 [package.dependencies]
@@ -618,14 +646,14 @@ test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
 
 [[package]]
 name = "pathspec"
-version = "0.10.3"
+version = "0.11.0"
 description = "Utility library for gitignore style pattern matching of file paths."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pathspec-0.10.3-py3-none-any.whl", hash = "sha256:3c95343af8b756205e2aba76e843ba9520a24dd84f68c22b9f93251507509dd6"},
-    {file = "pathspec-0.10.3.tar.gz", hash = "sha256:56200de4077d9d0791465aa9095a01d421861e405b5096955051deefd697d6f6"},
+    {file = "pathspec-0.11.0-py3-none-any.whl", hash = "sha256:3a66eb970cbac598f9e5ccb5b2cf58930cd8e3ed86d393d541eaf2d8b1705229"},
+    {file = "pathspec-0.11.0.tar.gz", hash = "sha256:64d338d4e0914e91c1792321e6907b5a593f1ab1851de7fc269557a21b30ebbc"},
 ]
 
 [[package]]
@@ -636,6 +664,20 @@ category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
+    {file = "Pillow-9.4.0-1-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:1b4b4e9dda4f4e4c4e6896f93e84a8f0bcca3b059de9ddf67dac3c334b1195e1"},
+    {file = "Pillow-9.4.0-1-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:fb5c1ad6bad98c57482236a21bf985ab0ef42bd51f7ad4e4538e89a997624e12"},
+    {file = "Pillow-9.4.0-1-cp37-cp37m-macosx_10_10_x86_64.whl", hash = "sha256:f0caf4a5dcf610d96c3bd32932bfac8aee61c96e60481c2a0ea58da435e25acd"},
+    {file = "Pillow-9.4.0-1-cp38-cp38-macosx_10_10_x86_64.whl", hash = "sha256:3f4cc516e0b264c8d4ccd6b6cbc69a07c6d582d8337df79be1e15a5056b258c9"},
+    {file = "Pillow-9.4.0-1-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:b8c2f6eb0df979ee99433d8b3f6d193d9590f735cf12274c108bd954e30ca858"},
+    {file = "Pillow-9.4.0-1-pp38-pypy38_pp73-macosx_10_10_x86_64.whl", hash = "sha256:b70756ec9417c34e097f987b4d8c510975216ad26ba6e57ccb53bc758f490dab"},
+    {file = "Pillow-9.4.0-1-pp39-pypy39_pp73-macosx_10_10_x86_64.whl", hash = "sha256:43521ce2c4b865d385e78579a082b6ad1166ebed2b1a2293c3be1d68dd7ca3b9"},
+    {file = "Pillow-9.4.0-2-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:9d9a62576b68cd90f7075876f4e8444487db5eeea0e4df3ba298ee38a8d067b0"},
+    {file = "Pillow-9.4.0-2-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:87708d78a14d56a990fbf4f9cb350b7d89ee8988705e58e39bdf4d82c149210f"},
+    {file = "Pillow-9.4.0-2-cp37-cp37m-macosx_10_10_x86_64.whl", hash = "sha256:8a2b5874d17e72dfb80d917213abd55d7e1ed2479f38f001f264f7ce7bae757c"},
+    {file = "Pillow-9.4.0-2-cp38-cp38-macosx_10_10_x86_64.whl", hash = "sha256:83125753a60cfc8c412de5896d10a0a405e0bd88d0470ad82e0869ddf0cb3848"},
+    {file = "Pillow-9.4.0-2-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:9e5f94742033898bfe84c93c831a6f552bb629448d4072dd312306bab3bd96f1"},
+    {file = "Pillow-9.4.0-2-pp38-pypy38_pp73-macosx_10_10_x86_64.whl", hash = "sha256:013016af6b3a12a2f40b704677f8b51f72cb007dac785a9933d5c86a72a7fe33"},
+    {file = "Pillow-9.4.0-2-pp39-pypy39_pp73-macosx_10_10_x86_64.whl", hash = "sha256:99d92d148dd03fd19d16175b6d355cc1b01faf80dae93c6c3eb4163709edc0a9"},
     {file = "Pillow-9.4.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:2968c58feca624bb6c8502f9564dd187d0e1389964898f5e9e1fbc8533169157"},
     {file = "Pillow-9.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c5c1362c14aee73f50143d74389b2c158707b4abce2cb055b7ad37ce60738d47"},
     {file = "Pillow-9.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bd752c5ff1b4a870b7661234694f24b1d2b9076b8bf337321a814c612665f343"},
@@ -707,19 +749,19 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 
 [[package]]
 name = "platformdirs"
-version = "2.6.2"
+version = "3.1.1"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "platformdirs-2.6.2-py3-none-any.whl", hash = "sha256:83c8f6d04389165de7c9b6f0c682439697887bca0aa2f1c87ef1826be3584490"},
-    {file = "platformdirs-2.6.2.tar.gz", hash = "sha256:e1fea1fe471b9ff8332e229df3cb7de4f53eeea4998d3b6bfff542115e998bd2"},
+    {file = "platformdirs-3.1.1-py3-none-any.whl", hash = "sha256:e5986afb596e4bb5bde29a79ac9061aa955b94fca2399b7aaac4090860920dd8"},
+    {file = "platformdirs-3.1.1.tar.gz", hash = "sha256:024996549ee88ec1a9aa99ff7f8fc819bb59e2c3477b410d90a16d32d6e707aa"},
 ]
 
 [package.extras]
-docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
+docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.22,!=1.23.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
 
 [[package]]
 name = "pluggy"
@@ -823,14 +865,14 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "7.2.0"
+version = "7.2.2"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytest-7.2.0-py3-none-any.whl", hash = "sha256:892f933d339f068883b6fd5a459f03d85bfcb355e4981e146d2c7616c21fef71"},
-    {file = "pytest-7.2.0.tar.gz", hash = "sha256:c4014eb40e10f11f355ad4e3c2fb2c6c6d1919c73f3b5a433de4708202cade59"},
+    {file = "pytest-7.2.2-py3-none-any.whl", hash = "sha256:130328f552dcfac0b1cec75c12e3f005619dc5f874f0a06e8ff7263f0ee6225e"},
+    {file = "pytest-7.2.2.tar.gz", hash = "sha256:c99ab0c73aceb050f68929bc93af19ab6db0558791c6a0715723abe9d0ade9d4"},
 ]
 
 [package.dependencies]
@@ -912,35 +954,35 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2022.7"
+version = "2022.7.1"
 description = "World timezone definitions, modern and historical"
 category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "pytz-2022.7-py2.py3-none-any.whl", hash = "sha256:93007def75ae22f7cd991c84e02d434876818661f8df9ad5df9e950ff4e52cfd"},
-    {file = "pytz-2022.7.tar.gz", hash = "sha256:7ccfae7b4b2c067464a6733c6261673fdb8fd1be905460396b97a073e9fa683a"},
+    {file = "pytz-2022.7.1-py2.py3-none-any.whl", hash = "sha256:78f4f37d8198e0627c5f1143240bb0206b8691d8d7ac6d78fee88b78733f8c4a"},
+    {file = "pytz-2022.7.1.tar.gz", hash = "sha256:01a0681c4b9684a28304615eba55d1ab31ae00bf68ec157ec3708a8182dbbcd0"},
 ]
 
 [[package]]
 name = "rich"
-version = "13.0.1"
+version = "13.3.2"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
-    {file = "rich-13.0.1-py3-none-any.whl", hash = "sha256:41fe1d05f433b0f4724cda8345219213d2bfa472ef56b2f64f415b5b94d51b04"},
-    {file = "rich-13.0.1.tar.gz", hash = "sha256:25f83363f636995627a99f6e4abc52ed0970ebbd544960cc63cbb43aaac3d6f0"},
+    {file = "rich-13.3.2-py3-none-any.whl", hash = "sha256:a104f37270bf677148d8acb07d33be1569eeee87e2d1beb286a4e9113caf6f2f"},
+    {file = "rich-13.3.2.tar.gz", hash = "sha256:91954fe80cfb7985727a467ca98a7618e5dd15178cc2da10f553b36a93859001"},
 ]
 
 [package.dependencies]
-commonmark = ">=0.9.0,<0.10.0"
-pygments = ">=2.6.0,<3.0.0"
+markdown-it-py = ">=2.2.0,<3.0.0"
+pygments = ">=2.13.0,<3.0.0"
 typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.9\""}
 
 [package.extras]
-jupyter = ["ipywidgets (>=7.5.1,<8.0.0)"]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "six"
@@ -968,28 +1010,44 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.4.0"
+version = "4.5.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "typing_extensions-4.4.0-py3-none-any.whl", hash = "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"},
-    {file = "typing_extensions-4.4.0.tar.gz", hash = "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa"},
+    {file = "typing_extensions-4.5.0-py3-none-any.whl", hash = "sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4"},
+    {file = "typing_extensions-4.5.0.tar.gz", hash = "sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb"},
 ]
 
 [[package]]
 name = "wcwidth"
-version = "0.2.5"
+version = "0.2.6"
 description = "Measures the displayed width of unicode strings in a terminal"
 category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
-    {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
+    {file = "wcwidth-0.2.6-py2.py3-none-any.whl", hash = "sha256:795b138f6875577cd91bba52baf9e445cd5118fd32723b460e30a0af30ea230e"},
+    {file = "wcwidth-0.2.6.tar.gz", hash = "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"},
 ]
 
+[[package]]
+name = "zipp"
+version = "3.15.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
+    {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+
 [metadata]
 lock-version = "2.0"
         python-versions = ">=3.8.1,<4.0"
diff --git a/pyproject.toml b/pyproject.toml
index 8eb3148..6a55ba9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "tanabesugano"
-version = "1.3.1"
+version = "1.4.0"
 description = "A python-solver for Tanabe-Sugano and Energy-Correlation diagrams"
 authors = ["Anselm Hahn <anselm.hahn@gmail.com>"]
 maintainers = ["Anselm Hahn <anselm.hahn@gmail.com>"]
diff --git a/tanabesugano/__init__.py b/tanabesugano/__init__.py
index 9c73af2..3e8d9f9 100644
--- a/tanabesugano/__init__.py
+++ b/tanabesugano/__init__.py
@@ -1 +1 @@
-__version__ = "1.3.1"
+__version__ = "1.4.0"
diff --git a/tanabesugano/batch.py b/tanabesugano/batch.py
index 201530a..438347a 100644
--- a/tanabesugano/batch.py
+++ b/tanabesugano/batch.py
@@ -6,14 +6,13 @@
 
 
 class Batch:
-    def __init__(
-        self,
-        Dq: List[float] = [4000.0, 4500.0, 10],
-        B: List[float] = [400.0, 4500.0, 10],
-        C: List[float] = [3600.0, 4000, 10],
-        d_count: int = 5,
-        slater: bool = False,
-    ):
+    def __init__(self, Dq: List[float] = None, B: List[float] = None, C: List[float] = None, d_count: int = 5, slater: bool = False):
+        if Dq is None:
+            Dq = [4000.0, 4500.0, 10]
+        if B is None:
+            B = [400.0, 4500.0, 10]
+        if C is None:
+            C = [3600.0, 4000, 10]
         if len(Dq) != 3:
             raise KeyError(
                 "The range of `Dq` is based on the three values: start, stop, steps!"
diff --git a/tanabesugano/cmd.py b/tanabesugano/cmd.py
index 801baf9..15e944a 100644
--- a/tanabesugano/cmd.py
+++ b/tanabesugano/cmd.py
@@ -1,8 +1,11 @@
 #!/usr/bin/env python
 import argparse
+from logging import warning
+
 
 import matplotlib.pyplot as plt
 import numpy as np
+import pandas as pd
 from prettytable import PrettyTable
 
 from tanabesugano import matrices, tools
@@ -17,17 +20,16 @@ def __init__(
         nroots: int = 100,
         d_count: int = 5,
         slater: bool = False,
-    ):
+    ) -> None:
         self.Dq = Dq  # Oh-crystalfield-splitting
         self.B = B  # Racah-Parameter B in wavenumbers
         self.C = C  # Racah-Parameter C in wavenumbers
 
         if slater:
-            # Transformin Racah to Slater-Condon
+            # Transforming Racah to Slater-Condon
             self.B, self.C = tools.racah(B, C)
         self.nroot = nroots
-        self.e_range = np.linspace(0.0, self.Dq, nroots)
-        self.delta_B = self.e_range / self.B
+        energy = np.linspace(0.0, self.Dq, nroots)
 
         self.d_count = d_count
         if self.d_count in {4, 5, 6}:
@@ -38,96 +40,133 @@ def __init__(
             self._size = 10
         self.result = np.zeros((self._size + 1, nroots))
 
-    def plot(self):
+        self.df = pd.DataFrame({"Energy": energy, "delta_B": energy / self.B})
+
+    def plot(self) -> None:
 
         # Figure one for classical Tanabe-Sugano-Diagram with B-dependency
         plt.figure(1)
 
         # Set Window Title
 
-        for i in range(self._size + 1):
-            plt.plot(self.delta_B, self.result[i, :] / self.B, ls="--")
-        plt.title("Tanabe-Sugano-Diagram")
-        plt.ylabel("$E/B$")
-        plt.xlabel("$\Delta/B$")
-
+        plt.plot(
+            self.df["delta_B"],
+            # get the states from self.df
+            self.df.drop(["Energy", "delta_B"], axis=1).to_numpy() / self.B,
+            ls="--",
+        )
+        self.label_plot("Tanabe-Sugano-Diagram", "$E/B$", "$\Delta/B$")
         # Figure one for Energy-Correlation-Diagram Dq-Energy versus State-Energy
         plt.figure(2)
-        for i in range(self._size + 1):
-            plt.plot(self.e_range * 10.0, self.result[i, :], ls="--")
-        plt.title("DD excitations -Diagram")
-        plt.ylabel("$dd-state-energy\,(1/cm)$")
-        plt.xlabel("$10Dq\,(1/cm)$")
 
+        plt.plot(
+            self.df["Energy"] * 10.0,
+            self.df.drop(["Energy", "delta_B"], axis=1).to_numpy(),
+            ls="--",
+        )
+        self.label_plot(
+            "DD excitations -Diagram", "$dd-state-energy\,(1/cm)$", "$10Dq\,(1/cm)$"
+        )
         plt.show()
 
-    def savetxt(self):
+    def label_plot(self, arg0: str, arg1: str, arg2: str) -> None:
+        """Labels the plot."""
+        plt.title(arg0)
+        plt.ylabel(arg1)
+        plt.xlabel(arg2)
 
-        title_TS = "TS-diagram_d%i_10Dq_%i_B_%i_C_%i.txt" % (
-            self.d_count,
-            self.Dq * 10.0,
-            self.B,
-            self.C,
-        )
-        ts_states = np.concatenate(
-            (np.array([self.delta_B]), np.divide(self.result, self.B))
+    def savetxt(self) -> None:
+
+        title_TS = (
+            f"TS-diagram_d{self.d_count}_10Dq_{self.Dq * 10.0}_"
+            f"B_{self.B}_C_{self.C}.csv"
         )
-        np.savetxt(title_TS, ts_states.T, delimiter="\t", fmt="%.6f")
 
-        title_DD = "DD-energies_d%i_10Dq_%i_B_%i_C_%i.txt" % (
-            self.d_count,
-            self.Dq * 10.0,
-            self.B,
-            self.C,
+        pd.concat(
+            [self.df["delta_B"], self.df.drop(["Energy", "delta_B"], axis=1) / self.B],
+            axis=1,
+        ).to_csv(title_TS, index=False)
+
+        title_DD = (
+            f"DD-energies_d{self.d_count}_10Dq_{self.Dq * 10.0}_"
+            f"B_{self.B}_C_{self.C}.csv"
         )
-        dd_states = np.concatenate((np.array([self.e_range * 10.0]), self.result))
-        np.savetxt(title_DD, dd_states.T, delimiter="\t", fmt="%.6f")
 
-    def calculation(self):
+        pd.concat(
+            [self.df["Energy"] * 10.0, self.df.drop(["Energy", "delta_B"], axis=1)],
+            axis=1,
+        ).to_csv(title_DD, index=False)
+
+    def calculation(self) -> None:
         """
         Is filling the self.result with the iTS states of over-iterated energy range
         """
-        for i, dq in enumerate(self.e_range):
-
-            if self.d_count == 2:  # d3
-
-                states = matrices.d2(Dq=dq, B=self.B, C=self.C).solver()
-                self.result[:, i] = np.concatenate(list(states.values()))
-
+        result = []
+        for dq in self.df["Energy"]:
+            if self.d_count == 2:  # d2
+                result.append(
+                    self.subsplit_states(
+                        matrices.d2(Dq=dq, B=self.B, C=self.C).solver()
+                    )
+                )
             elif self.d_count == 3:  # d3
-
-                states = matrices.d3(Dq=dq, B=self.B, C=self.C).solver()
-                self.result[:, i] = np.concatenate(list(states.values()))
-
+                result.append(
+                    self.subsplit_states(
+                        matrices.d3(Dq=dq, B=self.B, C=self.C).solver()
+                    )
+                )
             elif self.d_count == 4:  # d4
-
-                states = matrices.d4(Dq=dq, B=self.B, C=self.C).solver()
-                self.result[:, i] = np.concatenate(list(states.values()))
-
+                result.append(
+                    self.subsplit_states(
+                        matrices.d4(Dq=dq, B=self.B, C=self.C).solver()
+                    )
+                )
             elif self.d_count == 5:  # d5
-                states = matrices.d5(Dq=dq, B=self.B, C=self.C).solver()
-                self.result[:, i] = np.concatenate(list(states.values()))
-
+                result.append(
+                    self.subsplit_states(
+                        matrices.d5(Dq=dq, B=self.B, C=self.C).solver()
+                    )
+                )
             elif self.d_count == 6:  # d6
-
-                states = matrices.d6(Dq=dq, B=self.B, C=self.C).solver()
-                self.result[:, i] = np.concatenate(list(states.values()))
-
+                result.append(
+                    self.subsplit_states(
+                        matrices.d6(Dq=dq, B=self.B, C=self.C).solver()
+                    )
+                )
             elif self.d_count == 7:  # d7
-
-                states = matrices.d7(Dq=dq, B=self.B, C=self.C).solver()
-                self.result[:, i] = np.concatenate(list(states.values()))
-
+                result.append(
+                    self.subsplit_states(
+                        matrices.d7(Dq=dq, B=self.B, C=self.C).solver()
+                    )
+                )
             elif self.d_count == 8:  # d8
-
-                states = matrices.d8(Dq=dq, B=self.B, C=self.C).solver()
-                self.result[:, i] = np.concatenate(list(states.values()))
-
+                result.append(
+                    self.subsplit_states(
+                        matrices.d8(Dq=dq, B=self.B, C=self.C).solver()
+                    )
+                )
             else:
+                raise ValueError("`d_count` must be in {2,3,4,5,6,7,8}")
+
+        # Transform list of dictionaries to dictionary of arrays
+        result = {
+            key: np.array([d[key] for d in result]).flatten() for key in result[0]
+        }
+        self.df = pd.concat([self.df, pd.DataFrame(result)], axis=1)
+
+    @staticmethod
+    def subsplit_states(states: dict) -> dict:
+        """Subsplitting the states for a better overview."""
+        rearranged_states = {}
+        for key, value in states.items():
+            if len(value) > 1:
+                for i, _value in enumerate(value):
+                    rearranged_states[f"{key}_{i}"] = np.array([_value])
+            else:
+                rearranged_states[key] = value
+        return rearranged_states
 
-                print("not a correct value!")
-
-    def ci_cut(self, dq_ci=None):
+    def ci_cut(self, dq_ci=None) -> None:
         """
         Extracting the atomic-termsymbols for a specific dq depending on the oxidation state
         """
@@ -166,7 +205,7 @@ def ci_cut(self, dq_ci=None):
             states = matrices.d8(Dq=dq_ci / 10.0, B=self.B, C=self.C).solver()
             self.ts_print(states, dq_ci=dq_ci)
 
-    def ts_print(self, states, dq_ci=None):
+    def ts_print(self, states, dq_ci=None) -> None:
         """
 
         parameter
@@ -211,7 +250,7 @@ def ts_print(self, states, dq_ci=None):
         x.align["cm"] = "r"
         x.align["eV"] = "r"
         print(x)
-        title = "TS_Cut_d%i_10Dq_%i_B_%i_C_%i.txt" % (
+        title = "TS_Cut_d%i_10Dq_%i_B_%i_C_%i.csv" % (
             self.d_count,
             dq_ci,
             self.B,
@@ -221,9 +260,11 @@ def ts_print(self, states, dq_ci=None):
         np.savetxt(
             title,
             results.T,
-            delimiter="\t",
-            header="state\tcm\teV",
-            fmt="%s\t%i\t%.4f",
+            delimiter=",",
+            header="state,cm,eV",
+            fmt=r"%s,%i,%.4f",
+            # Remove # for comments
+            comments="",
         )
 
 
diff --git a/tanabesugano/test/test_front.py b/tanabesugano/test/test_front.py
index 60dc7cb..ddf0935 100644
--- a/tanabesugano/test/test_front.py
+++ b/tanabesugano/test/test_front.py
@@ -1,6 +1,7 @@
-from tanabesugano import cmd as frontapp
 from typing import Any
 
+from tanabesugano import cmd as frontapp
+
 
 def test_frontapp():
     return frontapp.CMDmain(