diff --git a/.idea/PySUS.iml b/.idea/PySUS.iml
index 6731bd6..dfbfc20 100644
--- a/.idea/PySUS.iml
+++ b/.idea/PySUS.iml
@@ -3,9 +3,8 @@
   <component name="NewModuleRootManager">
     <content url="file://$MODULE_DIR$">
       <excludeFolder url="file://$MODULE_DIR$/.venv" />
-      <excludeFolder url="file://$MODULE_DIR$/venv" />
     </content>
-    <orderEntry type="inheritedJdk" />
+    <orderEntry type="jdk" jdkName="Poetry (PySUS)" jdkType="Python SDK" />
     <orderEntry type="sourceFolder" forTests="false" />
   </component>
   <component name="PyDocumentationSettings">
diff --git a/poetry.lock b/poetry.lock
index a136b15..ac501c4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "aioftp"
@@ -28,13 +28,13 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.4.0"
+version = "4.6.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"},
-    {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"},
+    {file = "anyio-4.6.0-py3-none-any.whl", hash = "sha256:c7d2e9d63e31599eeb636c8c5c03a7e108d73b345f064f1c19fdc87b79036a9a"},
+    {file = "anyio-4.6.0.tar.gz", hash = "sha256:137b4559cbb034c477165047febb6ff83f390fc3b20bf181c1fc0a728cb8beeb"},
 ]
 
 [package.dependencies]
@@ -44,9 +44,9 @@ sniffio = ">=1.1"
 typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (>=0.23)"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.21.0b1)"]
+trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "appnope"
@@ -169,32 +169,32 @@ typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
-    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
+    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
 ]
 
 [package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "babel"
-version = "2.15.0"
+version = "2.16.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "Babel-2.15.0-py3-none-any.whl", hash = "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb"},
-    {file = "babel-2.15.0.tar.gz", hash = "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"},
+    {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
+    {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
 ]
 
 [package.extras]
@@ -291,13 +291,13 @@ css = ["tinycss2 (>=1.1.0,<1.3)"]
 
 [[package]]
 name = "branca"
-version = "0.7.2"
+version = "0.8.0"
 description = "Generate complex HTML+JS pages with Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "branca-0.7.2-py3-none-any.whl", hash = "sha256:853a359c34d08fd06498be762d8be9932750db4049cac11e25dd6f23562e25c2"},
-    {file = "branca-0.7.2.tar.gz", hash = "sha256:ca4c94643ef31b819987ca5bd19c6009ea17b440baa3aac04628545f7a4da023"},
+    {file = "branca-0.8.0-py3-none-any.whl", hash = "sha256:e78d5be39c8799a42e5c2dd1145a797a3cefc099537907bc1e4c43b6b55f7fa4"},
+    {file = "branca-0.8.0.tar.gz", hash = "sha256:1f8fd0d2f3b7548f2c146093932be5d3064ba21eee6cebf92d416b7f9092324f"},
 ]
 
 [package.dependencies]
@@ -305,13 +305,13 @@ jinja2 = ">=3"
 
 [[package]]
 name = "certifi"
-version = "2024.7.4"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
-    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
+    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
 [[package]]
@@ -514,40 +514,6 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
-[[package]]
-name = "click-plugins"
-version = "1.1.1"
-description = "An extension module for click to enable registering CLI commands via setuptools entry-points."
-optional = false
-python-versions = "*"
-files = [
-    {file = "click-plugins-1.1.1.tar.gz", hash = "sha256:46ab999744a9d831159c3411bb0c79346d94a444df9a3a3742e9ed63645f264b"},
-    {file = "click_plugins-1.1.1-py2.py3-none-any.whl", hash = "sha256:5d262006d3222f5057fd81e1623d4443e41dcda5dc815c06b442aa3c02889fc8"},
-]
-
-[package.dependencies]
-click = ">=4.0"
-
-[package.extras]
-dev = ["coveralls", "pytest (>=3.6)", "pytest-cov", "wheel"]
-
-[[package]]
-name = "cligj"
-version = "0.7.2"
-description = "Click params for commmand line interfaces to GeoJSON"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, <4"
-files = [
-    {file = "cligj-0.7.2-py3-none-any.whl", hash = "sha256:c1ca117dbce1fe20a5809dc96f01e1c2840f6dcc939b3ddbb1111bf330ba82df"},
-    {file = "cligj-0.7.2.tar.gz", hash = "sha256:a4bc13d623356b373c2c27c53dbd9c68cae5d526270bfa71f6c6fa69669c6b27"},
-]
-
-[package.dependencies]
-click = ">=4.0"
-
-[package.extras]
-test = ["pytest-cov"]
-
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -578,189 +544,200 @@ test = ["pytest"]
 
 [[package]]
 name = "compose-go"
-version = "2.29.1"
+version = "2.29.7"
 description = "Docker Compose v2 (GoLang) wrapped in a Python Package"
 optional = false
 python-versions = "<4.0.0,>=3.7.0"
 files = [
-    {file = "compose_go-2.29.1-cp312-cp312-manylinux_2_35_x86_64.whl", hash = "sha256:89e25050347d73c83664caf55a54a44f6d2e1c85db3f9285a3f58869d178359c"},
-    {file = "compose_go-2.29.1.tar.gz", hash = "sha256:a7b7381ed5ec0072eda09962ec49d29de02ecc4b224b16c2bca9975e25f3bfb5"},
+    {file = "compose_go-2.29.7-cp312-cp312-manylinux_2_35_x86_64.whl", hash = "sha256:57d530bd9cb473524e968ed655eca531c137c2d41b7bb2e133d1a093b380b025"},
+    {file = "compose_go-2.29.7.tar.gz", hash = "sha256:6abf27e0869e7386f76cb79094164aa7010b606f26d8e09695aabeb472b289dc"},
 ]
 
 [[package]]
 name = "contourpy"
-version = "1.2.1"
+version = "1.3.0"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = false
 python-versions = ">=3.9"
 files = [
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 name = "cycler"
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@@ -1191,13 +1128,13 @@ files = [
 
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+version = "2024.9.0"
 description = "File-system specification"
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 python-versions = ">=3.8"
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-shapely = ">=1.7.0,<2.0.0"
-
 [[package]]
 name = "geocoder"
 version = "1.38.1"
@@ -1274,25 +1194,6 @@ ratelim = "*"
 requests = "*"
 six = "*"
 
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-
 [[package]]
 name = "h11"
 version = "0.14.0"
@@ -1306,13 +1207,13 @@ files = [
 
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+version = "1.0.6"
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 python-versions = ">=3.8"
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 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.26.0)"]
+trio = ["trio (>=0.22.0,<1.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.27.0"
+version = "0.27.2"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
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@@ -1348,6 +1249,7 @@ brotli = ["brotli", "brotlicffi"]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "humanize"
@@ -1365,13 +1267,13 @@ tests = ["freezegun", "pytest", "pytest-cov"]
 
 [[package]]
 name = "identify"
-version = "2.6.0"
+version = "2.6.1"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1379,15 +1281,18 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.7"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
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+
 [[package]]
 name = "imagesize"
 version = "1.4.1"
@@ -1445,13 +1350,13 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.26.0"
+version = "8.28.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
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 ]
 
 [package.dependencies]
@@ -1612,13 +1517,13 @@ referencing = ">=0.31.0"
 
 [[package]]
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-version = "8.6.2"
+version = "8.6.3"
 description = "Jupyter protocol implementation and client libraries"
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 [package.dependencies]
@@ -1748,13 +1653,13 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.2.4"
+version = "4.2.5"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -1818,115 +1723,125 @@ test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-v
 
 [[package]]
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 [package.dependencies]
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 [[package]]
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 python-versions = ">=3.6"
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 ]
 
 [package.dependencies]
 numpy = [
     {version = ">=1.22.4", markers = "python_version < \"3.11\""},
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -2717,19 +2499,19 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "platformdirs"
-version = "4.2.2"
+version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
 files = [
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-type = ["mypy (>=1.8)"]
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 [[package]]
 name = "pluggy"
@@ -2766,13 +2548,13 @@ virtualenv = ">=20.10.0"
 
 [[package]]
 name = "prometheus-client"
-version = "0.20.0"
+version = "0.21.0"
 description = "Python client for the Prometheus monitoring system."
 optional = false
 python-versions = ">=3.8"
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@@ -2780,13 +2562,13 @@ twisted = ["twisted"]
 
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+version = "3.0.48"
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 [package.dependencies]
@@ -2946,57 +2728,18 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
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 [[package]]
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@@ -3016,13 +2759,13 @@ tqdm = ">=4.64.0,<5"
 
 [[package]]
 name = "pytest"
-version = "8.3.2"
+version = "8.3.3"
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 [package.dependencies]
@@ -3077,13 +2820,13 @@ files = [
 
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-version = "2024.1"
+version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
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 [[package]]
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 [[package]]
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 [package.extras]
-all = ["numpy", "pytest", "pytest-cov"]
-test = ["pytest", "pytest-cov"]
-vectorized = ["numpy"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.5.2)"]
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 [[package]]
 name = "six"
@@ -3703,13 +3432,13 @@ files = [
 
 [[package]]
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-version = "2.5"
+version = "2.6"
 description = "A modern CSS selector implementation for Beautiful Soup."
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 python-versions = ">=3.8"
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 [[package]]
@@ -3933,13 +3662,13 @@ test = ["pytest", "ruff"]
 
 [[package]]
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+version = "2.0.2"
 description = "A lil' TOML parser"
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 [[package]]
@@ -3999,13 +3728,13 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,
 
 [[package]]
 name = "types-python-dateutil"
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 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -4021,13 +3750,13 @@ files = [
 
 [[package]]
 name = "tzdata"
-version = "2024.1"
+version = "2024.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
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 ]
 
 [[package]]
@@ -4074,13 +3803,13 @@ dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake
 
 [[package]]
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-version = "1.26.19"
+version = "1.26.20"
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 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
-    {file = "urllib3-1.26.19-py2.py3-none-any.whl", hash = "sha256:37a0344459b199fce0e80b0d3569837ec6b6937435c5244e7fd73fa6006830f3"},
-    {file = "urllib3-1.26.19.tar.gz", hash = "sha256:3e3d753a8618b86d7de333b4223005f68720bcd6a7d2bcb9fbd2229ec7c1e429"},
+    {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"},
+    {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"},
 ]
 
 [package.extras]
@@ -4115,13 +3844,13 @@ zmq = ["zmq"]
 
 [[package]]
 name = "virtualenv"
-version = "20.26.3"
+version = "20.26.6"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.26.3-py3-none-any.whl", hash = "sha256:8cc4a31139e796e9a7de2cd5cf2489de1217193116a8fd42328f1bd65f434589"},
-    {file = "virtualenv-20.26.3.tar.gz", hash = "sha256:4c43a2a236279d9ea36a0d76f98d84bd6ca94ac4e0f4a3b9d46d05e10fea542a"},
+    {file = "virtualenv-20.26.6-py3-none-any.whl", hash = "sha256:7345cc5b25405607a624d8418154577459c3e0277f5466dd79c49d5e492995f2"},
+    {file = "virtualenv-20.26.6.tar.gz", hash = "sha256:280aede09a2a5c317e409a00102e7077c6432c5a38f0ef938e643805a7ad2c48"},
 ]
 
 [package.dependencies]
@@ -4146,13 +3875,13 @@ files = [
 
 [[package]]
 name = "webcolors"
-version = "24.6.0"
+version = "24.8.0"
 description = "A library for working with the color formats defined by HTML and CSS."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "webcolors-24.6.0-py3-none-any.whl", hash = "sha256:8cf5bc7e28defd1d48b9e83d5fc30741328305a8195c29a8e668fa45586568a1"},
-    {file = "webcolors-24.6.0.tar.gz", hash = "sha256:1d160d1de46b3e81e58d0a280d0c78b467dc80f47294b91b1ad8029d2cedb55b"},
+    {file = "webcolors-24.8.0-py3-none-any.whl", hash = "sha256:fc4c3b59358ada164552084a8ebee637c221e4059267d0f8325b3b560f6c7f0a"},
+    {file = "webcolors-24.8.0.tar.gz", hash = "sha256:08b07af286a01bcd30d583a7acadf629583d1f79bfef27dd2c2c5c263817277d"},
 ]
 
 [package.extras]
@@ -4215,5 +3944,5 @@ preprocessing = []
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.10,<3.12"
-content-hash = "cedd585739ddb52c3813866551dd131fedc61db82398d121878f960a01ce5d8c"
+python-versions = ">=3.10,<3.13"
+content-hash = "d8f1ab74bcda4891e9d5acc6b00d4186884639607cdb3d2f30eb86f5b38742fc"
diff --git a/pyproject.toml b/pyproject.toml
index b3cfb51..ca4a350 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,7 +8,7 @@ license = "GPL"
 packages = [{include='pysus'}]
 
 [tool.poetry.dependencies]
-python = ">=3.10,<3.12"
+python = ">=3.10,<3.13"
 python-dateutil = "2.8.2"
 cffi = "1.15.1"
 dbfread = "2.0.7"
@@ -54,7 +54,6 @@ sphinx-rtd-theme = "^1.3.0"
 nbsphinx = "^0.9.3"
 
 [tool.poetry.group.geo.dependencies]
-geobr = { version = "^0.2.0", extras=["preprocessing"] }
 geocoder = { version = "^1.38.1", extras=["preprocessing"] }
 jsonschema = "^4.19.0"
 descartes = "^1.1.0"
diff --git a/pysus/preprocessing/__init__.py b/pysus/preprocessing/__init__.py
index a2f17c1..3762bb8 100644
--- a/pysus/preprocessing/__init__.py
+++ b/pysus/preprocessing/__init__.py
@@ -1,5 +1,4 @@
-# -*- coding:utf-8 -*-
-u"""
+"""
 Created on 19/07/16
 by fccoelho
 license: GPL V3 or Later
diff --git a/pysus/preprocessing/geodata.py b/pysus/preprocessing/geodata.py
index 1fc3008..a9e5c9a 100644
--- a/pysus/preprocessing/geodata.py
+++ b/pysus/preprocessing/geodata.py
@@ -1,4 +1,3 @@
-# -*- coding:utf-8 -*-
 """
 This module contains a set of functions to deal with geodatadecode
 commonly encoded variables
@@ -9,72 +8,80 @@
 
 __docformat__ = "restructuredtext en"
 import pandas as pd
-from geobr import read_municipality
+# from geobr import read_municipality
+import warnings
 
+warnings.warn(
+    "The 'geodata' module  is deprecated and will be removed in a future release. "
+    "Please use 'new_module' instead.",
+    DeprecationWarning,
+    stacklevel=2
+)
 
-def add_data_to_municipality(
-    counts,
-    map_year=2019,
-    codmun_col="CODMUNRES",
-    title_cols=["SEXO", "IDADE_ANOS"],
-    value_col="COUNTS",
-    nan_string="nan",
-):
 
-    """
-    Adiciona dados de mortalidade aos seus respectivos municípios. Gera um GeoDataFrame do GeoPandas.
-    :param counts: dataframe contendo os dados a serem agregados.
-    :param map_year: ano do mapa a ser usado (biblioteca geobr).
-    :param codmun_col: coluna com geocode do município
-    :param title_cols: colunas que serão utilizadas para formar o título das colunas no GeoDataFrame.
-    :param value_col: coluna com o valor a ser adicionado ao GeoDataFrame
-    :return:
-    """
-
-    # Extrai código do estado dos municípios.
-    # 2 primeiros dígitos do código são o estado
-    states = (
-        counts[counts[codmun_col] != nan_string][codmun_col]
-        .apply(lambda x: str(x)[:2])
-        .unique()
-    )
-    geo_df = read_municipality(code_muni=states[0], year=map_year)
-
-    all_fields = [codmun_col] + title_cols + [value_col]
-
-    if len(states) > 1:
-        for state in states[1:]:
-            geo_df = geo_df.append(read_municipality(code_muni=state, year=map_year))
-
-    column_names = column_name_list(counts, title_cols)
-    geo_df[column_names] = 0
-
-    for i, mun in geo_df.iterrows():
-        data = counts[
-            (counts[codmun_col] == mun["code_muni"]) & (counts[value_col] > 0.0)
-        ]
-        for _, item in data.iterrows():
-            geo_df.loc[i, column_name(item, title_cols)] = item[value_col]
-
-    return geo_df.fillna(0)
-
-
-def column_name_list(df, title_cols):
-    unique_indices = pd.DataFrame(df.groupby(title_cols).indices.keys())
-    titles = unique_indices.apply(column_name, axis=1)
-    return titles.tolist()
-
-
-def column_name(item, title_cols=None):
-    if title_cols:
-        name = item[title_cols[0]]
-        if len(title_cols) > 1:
-            for col in title_cols[1:]:
-                name = f"{name}-{item[col]}"
-    else:
-        name = item[0]
-        if len(item) > 1:
-            for col in item[1:]:
-                name = f"{name}-{col}"
-
-    return name
+# def add_data_to_municipality(
+#     counts,
+#     map_year=2019,
+#     codmun_col="CODMUNRES",
+#     title_cols=["SEXO", "IDADE_ANOS"],
+#     value_col="COUNTS",
+#     nan_string="nan",
+# ):
+#
+#     """
+#     Adiciona dados de mortalidade aos seus respectivos municípios. Gera um GeoDataFrame do GeoPandas.
+#     :param counts: dataframe contendo os dados a serem agregados.
+#     :param map_year: ano do mapa a ser usado (biblioteca geobr).
+#     :param codmun_col: coluna com geocode do município
+#     :param title_cols: colunas que serão utilizadas para formar o título das colunas no GeoDataFrame.
+#     :param value_col: coluna com o valor a ser adicionado ao GeoDataFrame
+#     :return:
+#     """
+#
+#     # Extrai código do estado dos municípios.
+#     # 2 primeiros dígitos do código são o estado
+#     states = (
+#         counts[counts[codmun_col] != nan_string][codmun_col]
+#         .apply(lambda x: str(x)[:2])
+#         .unique()
+#     )
+#     geo_df = read_municipality(code_muni=states[0], year=map_year)
+#
+#     all_fields = [codmun_col] + title_cols + [value_col]
+#
+#     if len(states) > 1:
+#         for state in states[1:]:
+#             geo_df = geo_df.append(read_municipality(code_muni=state, year=map_year))
+#
+#     column_names = column_name_list(counts, title_cols)
+#     geo_df[column_names] = 0
+#
+#     for i, mun in geo_df.iterrows():
+#         data = counts[
+#             (counts[codmun_col] == mun["code_muni"]) & (counts[value_col] > 0.0)
+#         ]
+#         for _, item in data.iterrows():
+#             geo_df.loc[i, column_name(item, title_cols)] = item[value_col]
+#
+#     return geo_df.fillna(0)
+#
+#
+# def column_name_list(df, title_cols):
+#     unique_indices = pd.DataFrame(df.groupby(title_cols).indices.keys())
+#     titles = unique_indices.apply(column_name, axis=1)
+#     return titles.tolist()
+#
+#
+# def column_name(item, title_cols=None):
+#     if title_cols:
+#         name = item[title_cols[0]]
+#         if len(title_cols) > 1:
+#             for col in title_cols[1:]:
+#                 name = f"{name}-{item[col]}"
+#     else:
+#         name = item[0]
+#         if len(item) > 1:
+#             for col in item[1:]:
+#                 name = f"{name}-{col}"
+#
+#     return name