diff --git a/etl/match_variables.py b/etl/match_variables.py
index 085813ec503..5e0b01cd8c5 100644
--- a/etl/match_variables.py
+++ b/etl/match_variables.py
@@ -14,7 +14,7 @@
 
 import click
 import pandas as pd
-from fuzzywuzzy import fuzz
+from thefuzz import fuzz
 
 from etl import db
 
diff --git a/etl/scripts/countries-regions/init.py b/etl/scripts/countries-regions/init.py
index 9080aba7b75..644d0a96a45 100644
--- a/etl/scripts/countries-regions/init.py
+++ b/etl/scripts/countries-regions/init.py
@@ -1,12 +1,13 @@
 import os
 
 import pandas as pd  # noqa
-from IPython import get_ipython
+from IPython import get_ipython  # type: ignore
 from sqlalchemy import create_engine
 
 engine = create_engine(os.environ["MYSQL_URL"])
 
 ipython = get_ipython()
+assert ipython
 ipython.magic("load_ext rich")
 ipython.magic("load_ext autoreload")
 ipython.magic("autoreload 2")
diff --git a/etl/steps/data/garden/emdat/2022-11-24/shared.py b/etl/steps/data/garden/emdat/2022-11-24/shared.py
index 8419642fad5..3d2fb39a1c0 100644
--- a/etl/steps/data/garden/emdat/2022-11-24/shared.py
+++ b/etl/steps/data/garden/emdat/2022-11-24/shared.py
@@ -527,7 +527,7 @@ def add_region_aggregates(
             .reset_index()
             .assign(**{country_column: region})
         )
-        data = pd.concat([data, region_df], ignore_index=True)
+        data = pd.concat([data, region_df], ignore_index=True)  # type: ignore
 
     return data
 
diff --git a/poetry.lock b/poetry.lock
index 1fc04a03668..5e3036e87c8 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -392,14 +392,14 @@ files = [
 
 [[package]]
 name = "asyncssh"
-version = "2.12.0"
+version = "2.13.0"
 description = "AsyncSSH: Asynchronous SSHv2 client and server library"
 category = "main"
 optional = false
 python-versions = ">= 3.6"
 files = [
-    {file = "asyncssh-2.12.0-py3-none-any.whl", hash = "sha256:6841c4242c606fd51188c974ec2f4887efeec67ecdfa5b84140711dacd985ab3"},
-    {file = "asyncssh-2.12.0.tar.gz", hash = "sha256:274101322c4b941823aeed8e1ab6e7be5191686c6db2d2bd35afeba30505e780"},
+    {file = "asyncssh-2.13.0-py3-none-any.whl", hash = "sha256:d81955bd6c54862926baed3bc2ed8b525cc533855c552c7cc2655423a9ba742d"},
+    {file = "asyncssh-2.13.0.tar.gz", hash = "sha256:be7e1cb47225dc9899e56472fdc4daac03584a6843675329c0ce67179cb20e29"},
 ]
 
 [package.dependencies]
@@ -637,14 +637,14 @@ flask = ["blinker", "flask"]
 
 [[package]]
 name = "cachetools"
-version = "5.2.0"
+version = "5.2.1"
 description = "Extensible memoizing collections and decorators"
 category = "main"
 optional = false
 python-versions = "~=3.7"
 files = [
-    {file = "cachetools-5.2.0-py3-none-any.whl", hash = "sha256:f9f17d2aec496a9aa6b76f53e3b614c965223c061982d434d160f930c698a9db"},
-    {file = "cachetools-5.2.0.tar.gz", hash = "sha256:6a94c6402995a99c3970cc7e4884bb60b4a8639938157eeed436098bf9831757"},
+    {file = "cachetools-5.2.1-py3-none-any.whl", hash = "sha256:8462eebf3a6c15d25430a8c27c56ac61340b2ecf60c9ce57afc2b97e450e47da"},
+    {file = "cachetools-5.2.1.tar.gz", hash = "sha256:5991bc0e08a1319bb618d3195ca5b6bc76646a49c21d55962977197b301cc1fe"},
 ]
 
 [[package]]
@@ -1054,63 +1054,63 @@ requests = ">=2.23.0"
 
 [[package]]
 name = "coverage"
-version = "7.0.1"
+version = "7.0.4"
 description = "Code coverage measurement for Python"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1121,47 +1121,44 @@ toml = ["tomli"]
 
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 name = "cryptography"
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 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
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 optional = false
 python-versions = ">=3.6"
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 ]
 
 [package.dependencies]
 cffi = ">=1.12"
 
 [package.extras]
-docs = ["sphinx (>=1.6.5,!=1.8.0,!=3.1.0,!=3.1.1)", "sphinx-rtd-theme"]
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 docstest = ["pyenchant (>=1.6.11)", "sphinxcontrib-spelling (>=4.0.1)", "twine (>=1.12.0)"]
-pep8test = ["black", "flake8", "flake8-import-order", "pep8-naming"]
+pep8test = ["black", "ruff"]
 sdist = ["setuptools-rust (>=0.11.4)"]
 ssh = ["bcrypt (>=3.1.5)"]
 test = ["hypothesis (>=1.11.4,!=3.79.2)", "iso8601", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-subtests", "pytest-xdist", "pytz"]
@@ -1200,30 +1197,30 @@ dev = ["flake8", "hypothesis", "ipython", "mypy (>=0.710)", "portray", "pytest (
 
 [[package]]
 name = "debugpy"
-version = "1.6.4"
+version = "1.6.5"
 description = "An implementation of the Debug Adapter Protocol for Python"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "debugpy-1.6.5-py2.py3-none-any.whl", hash = "sha256:8116e40a1cd0593bd2aba01d4d560ee08f018da8e8fbd4cbd24ff09b5f0e41ef"},
+    {file = "debugpy-1.6.5.zip", hash = "sha256:5e55e6c79e215239dd0794ee0bf655412b934735a58e9d705e5c544f596f1603"},
 ]
 
 [[package]]
@@ -1240,18 +1237,19 @@ files = [
 
 [[package]]
 name = "deepdiff"
-version = "6.2.2"
+version = "6.2.3"
 description = "Deep Difference and Search of any Python object/data. Recreate objects by adding adding deltas to each other."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "deepdiff-6.2.2-py3-none-any.whl", hash = "sha256:dea62316741f86c1d8e946f47c4c21386788457c898a495a5e6b0ccdcd76d9b6"},
-    {file = "deepdiff-6.2.2.tar.gz", hash = "sha256:d04d997a68bf8bea01f8a97395877314ef5c2131d8f57bba2295f3adda725282"},
+    {file = "deepdiff-6.2.3-py3-none-any.whl", hash = "sha256:d83b06e043447d6770860a635abecb46e849b0494c43ced2ecafda7628c7ce72"},
+    {file = "deepdiff-6.2.3.tar.gz", hash = "sha256:a02aaa8171351eba675cff5f795ec7a90987f86ad5449553308d4e18df57dc3d"},
 ]
 
 [package.dependencies]
 ordered-set = ">=4.0.2,<4.2.0"
+orjson = "*"
 
 [package.extras]
 cli = ["click (==8.1.3)", "pyyaml (==6.0)"]
@@ -1418,14 +1416,14 @@ pgp = ["gpg"]
 
 [[package]]
 name = "dvc"
-version = "2.38.1"
+version = "2.39.0"
 description = "Git for data scientists - manage your code and data together"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "dvc-2.38.1-py3-none-any.whl", hash = "sha256:f14f0080d5e312eef27863cc2fe082e365bf34e1d1757195c3ca808e8f74fe66"},
-    {file = "dvc-2.38.1.tar.gz", hash = "sha256:88dffe61d4d376d28d5dbd2cb1193782ad640d610fae5169871927b54d828af5"},
+    {file = "dvc-2.39.0-py3-none-any.whl", hash = "sha256:e0765516c85efac36148804c01fadaf19f4b3a862675499814a96a127a2fa9c1"},
+    {file = "dvc-2.39.0.tar.gz", hash = "sha256:efb00f96b296446c951107d4d82a2fb0b5be4c457d3c9f2d285fbcbf1f7be266"},
 ]
 
 [package.dependencies]
@@ -1434,11 +1432,12 @@ colorama = ">=0.3.9"
 configobj = ">=5.0.6"
 distro = ">=1.3.0"
 dpath = ">=2.0.2,<3"
-dvc-data = "0.28.4"
-dvc-http = "2.27.2"
-dvc-render = "0.0.15"
+dvc-data = "0.28.5"
+dvc-http = "*"
+dvc-render = "0.0.17"
 dvc-s3 = {version = "2.21.0", optional = true, markers = "extra == \"s3\""}
-dvc-task = "0.1.8"
+dvc-studio-client = ">=0.1.1"
+dvc-task = "0.1.9"
 dvclive = ">=1.2.2"
 flatten-dict = ">=0.4.1,<1"
 "flufl.lock" = ">=5"
@@ -1456,7 +1455,7 @@ pyparsing = ">=2.4.7"
 requests = ">=2.22.0"
 rich = ">=10.13.0"
 "ruamel.yaml" = ">=0.17.11"
-scmrepo = "0.1.4"
+scmrepo = "0.1.5"
 shortuuid = ">=0.5.0"
 shtab = ">=1.3.4,<2"
 tabulate = ">=0.8.7"
@@ -1479,21 +1478,21 @@ ssh = ["dvc-ssh (==2.20.0)"]
 ssh-gssapi = ["dvc-ssh[gssapi] (==2.20.0)"]
 terraform = ["tpi[ssh] (>=2.1.0)"]
 testing = ["pytest-test-utils (==0.0.8)"]
-tests = ["beautifulsoup4 (==4.11.1)", "dvc-ssh (==2.20.0)", "filelock (==3.8.2)", "flaky (==3.7.0)", "mypy (==0.990)", "pylint (==2.15.8)", "pylint-plugin-utils (==0.7)", "pylint-pytest (==1.1.2)", "pytest (==7.2.0)", "pytest-cov (==4.0.0)", "pytest-docker (==0.11.0)", "pytest-lazy-fixture (==0.6.3)", "pytest-mock (==3.10.0)", "pytest-test-utils (==0.0.8)", "pytest-timeout (==2.1.0)", "pytest-xdist (==3.1.0)", "pywin32 (>=225)", "tpi[ssh] (>=2.1.0)", "types-requests", "types-tabulate", "types-toml"]
+tests = ["beautifulsoup4 (==4.11.1)", "dvc-ssh (==2.20.0)", "filelock (==3.9.0)", "flaky (==3.7.0)", "mypy (==0.991)", "pylint (==2.15.9)", "pylint-plugin-utils (==0.7)", "pylint-pytest (==1.1.2)", "pytest (==7.2.0)", "pytest-cov (==4.0.0)", "pytest-docker (==0.11.0)", "pytest-lazy-fixture (==0.6.3)", "pytest-mock (==3.10.0)", "pytest-test-utils (==0.0.8)", "pytest-timeout (==2.1.0)", "pytest-xdist (==3.1.0)", "pywin32 (>=225)", "tpi[ssh] (>=2.1.0)", "types-requests", "types-tabulate", "types-toml"]
 webdav = ["dvc-webdav (==2.19.0)"]
 webhdfs = ["dvc-webhdfs (==2.19.0)"]
 webhdfs-kerberos = ["dvc-webhdfs[kerberos] (==2.19.0)"]
 
 [[package]]
 name = "dvc-data"
-version = "0.28.4"
+version = "0.28.5"
 description = "dvc data"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "dvc-data-0.28.4.tar.gz", hash = "sha256:81a508af473c0a407ef56e1c99caf3a7c37badb2d3d2396fa5b6d004b1208a35"},
-    {file = "dvc_data-0.28.4-py3-none-any.whl", hash = "sha256:ea4f6f5417bac7ba339c43e1abbee6fbd5bc799add457db959ffe5c69c7a339d"},
+    {file = "dvc-data-0.28.5.tar.gz", hash = "sha256:cf6ae7a7d9220fcd223504427829ef7e9b6088e94b83e7d2882a9846eafb85cb"},
+    {file = "dvc_data-0.28.5-py3-none-any.whl", hash = "sha256:dc5fc5e4d20e20f595a5b84bf1b623652e3d65804f37cb6c937a75e4fc1c0bad"},
 ]
 
 [package.dependencies]
@@ -1514,14 +1513,14 @@ tests = ["mypy (==0.971)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-benc
 
 [[package]]
 name = "dvc-http"
-version = "2.27.2"
+version = "2.30.0"
 description = "http plugin for dvc"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "dvc-http-2.27.2.tar.gz", hash = "sha256:242bed287ba1055b7a59eb7931023f2b617b8e670330fbee52312d7b31eb4b44"},
-    {file = "dvc_http-2.27.2-py3-none-any.whl", hash = "sha256:58da8d1877bdc6db559d3c64f3ce304c30518dc85e5df29814fe7e56a7e72d5f"},
+    {file = "dvc-http-2.30.0.tar.gz", hash = "sha256:66ca32c7c7d9b36b1812dc0e385364ae5cbf0b62085282b601577f0e0d5cf39e"},
+    {file = "dvc_http-2.30.0-py3-none-any.whl", hash = "sha256:ca4b39c3a77360b762f822cdb9e5adfb4bf86e38843a12cecf5f57c41ac0b280"},
 ]
 
 [package.dependencies]
@@ -1530,7 +1529,7 @@ dvc = "*"
 fsspec = {version = "*", extras = ["http"]}
 
 [package.extras]
-tests = ["Pygments (==2.10.0)", "collective.checkdocs (==0.2)", "crc32c (==2.2.post0)", "dvc[testing]", "filelock (==3.3.2)", "flaky (==3.7.0)", "mock (==4.0.3)", "mypy (==0.910)", "pydocstyle (==6.1.1)", "pylint (==2.11.1)", "pylint-plugin-utils (==0.6)", "pylint-pytest (==1.1.2)", "pytest (==6.2.5)", "pytest-cov (==3.0.0)", "pytest-docker (==0.10.3)", "pytest-lazy-fixture (==0.6.3)", "pytest-mock (==3.6.1)", "pytest-xdist (==2.4.0)", "pywin32 (>=225)", "rangehttpserver (==1.2.0)", "types-requests (==2.25.11)", "types-tabulate (==0.8.3)", "types-toml (==0.10.1)", "wget (==3.2)", "wheel (==0.37.0)", "wsgidav (==3.1.1)", "xmltodict (==0.12.0)"]
+tests = ["dvc[testing]", "flaky (==3.7.0)", "mypy (==0.910)", "pylint (==2.15.9)", "pytest (==6.2.5)", "pytest-cov (==3.0.0)", "pytest-mock (==3.6.1)", "pytest-xdist (==2.4.0)", "rangehttpserver (==1.2.0)", "types-requests (==2.25.11)"]
 
 [[package]]
 name = "dvc-objects"
@@ -1557,14 +1556,14 @@ tests = ["mypy (==0.971)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-cov
 
 [[package]]
 name = "dvc-render"
-version = "0.0.15"
+version = "0.0.17"
 description = "DVC render"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "dvc-render-0.0.15.tar.gz", hash = "sha256:bc1a02a2690c9641113be6fb59fb78fea485c7203a9c75d57220ca1e60e99b60"},
-    {file = "dvc_render-0.0.15-py3-none-any.whl", hash = "sha256:269592638b466b1104753b3b8c3dcafe4db8174909d4e3dc2354f50a14eab1c3"},
+    {file = "dvc-render-0.0.17.tar.gz", hash = "sha256:3b119edd39610dff102a60f6735a9bbd4b68ecdb463a65838013a2782e7c7b51"},
+    {file = "dvc_render-0.0.17-py3-none-any.whl", hash = "sha256:73334fa4a6dca15c480bfd78d4bfe1d15d51b5b8296d9108d1fd1d00ba21dc81"},
 ]
 
 [package.dependencies]
@@ -1598,16 +1597,38 @@ s3fs = ">=2022.02.0"
 [package.extras]
 tests = ["Pygments (==2.10.0)", "collective.checkdocs (==0.2)", "dvc[testing]", "filelock (==3.3.2)", "flaky (==3.7.0)", "mock (==4.0.3)", "mypy (==0.910)", "pydocstyle (==6.1.1)", "pylint (==2.11.1)", "pylint-plugin-utils (==0.6)", "pylint-pytest (==1.1.2)", "pytest (==6.2.5)", "pytest-cov (==3.0.0)", "pytest-docker (==0.10.3)", "pytest-lazy-fixture (==0.6.3)", "pytest-mock (==3.6.1)", "pytest-xdist (==2.4.0)", "pywin32 (>=225)", "types-requests (==2.25.11)", "types-tabulate (==0.8.3)", "types-toml (==0.10.1)", "wget (==3.2)", "wheel (==0.37.0)", "xmltodict (==0.12.0)"]
 
+[[package]]
+name = "dvc-studio-client"
+version = "0.3.0"
+description = "Small library to post data from DVC/DVCLive to Iterative Studio"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "dvc-studio-client-0.3.0.tar.gz", hash = "sha256:dabe29fbf55795de82faf8157a35fa9c00fe0553867ef8013281503607a1f66b"},
+    {file = "dvc_studio_client-0.3.0-py3-none-any.whl", hash = "sha256:195a11f9340df4687fbc174ca7c38543dbc1fa07f36e4a4ded615a677828bebe"},
+]
+
+[package.dependencies]
+gitpython = "*"
+requests = "*"
+voluptuous = "*"
+
+[package.extras]
+dev = ["mkdocs (==1.3.1)", "mkdocs-gen-files (==0.3.5)", "mkdocs-material (==8.4.1)", "mkdocs-section-index (==0.3.4)", "mkdocstrings-python (==0.7.1)", "pytest (==7.2.0)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)"]
+docs = ["mkdocs (==1.3.1)", "mkdocs-gen-files (==0.3.5)", "mkdocs-material (==8.4.1)", "mkdocs-section-index (==0.3.4)", "mkdocstrings-python (==0.7.1)"]
+tests = ["pytest (==7.2.0)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)"]
+
 [[package]]
 name = "dvc-task"
-version = "0.1.8"
+version = "0.1.9"
 description = "Extensible task queue used in DVC."
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "dvc-task-0.1.8.tar.gz", hash = "sha256:98906a1bb54995798f5b997e8bf90f4bb525cb893045fdc0fc79f27e5d737dc5"},
-    {file = "dvc_task-0.1.8-py3-none-any.whl", hash = "sha256:bd9a4afd1c38e9c009763ae99768ed2d0f29180dafa63de0ef5e46f0426310a8"},
+    {file = "dvc-task-0.1.9.tar.gz", hash = "sha256:e2bc6e257fc363fa9e960d727e59cc5b0a40c4355f475bd8a0f1e22fb0ea2a8c"},
+    {file = "dvc_task-0.1.9-py3-none-any.whl", hash = "sha256:539b8e45e29d5c082edc917b19ab2937b48a551ea33966a4d3a1e906e2ecc262"},
 ]
 
 [package.dependencies]
@@ -1624,25 +1645,26 @@ tests = ["celery-types (>=0.11.0)", "flaky (==3.7.0)", "mypy (==0.971)", "pylint
 
 [[package]]
 name = "dvclive"
-version = "1.3.0"
+version = "1.3.2"
 description = "Metric logger for ML projects."
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "dvclive-1.3.0-py3-none-any.whl", hash = "sha256:31a9487b6f52d8e532167ceff9956dbbea52848579884a2fe7ad7172bc735632"},
-    {file = "dvclive-1.3.0.tar.gz", hash = "sha256:75145764ffac0484b26c9bf87e6b538eefda66e2bcee246e228f6e7e71d4b2a2"},
+    {file = "dvclive-1.3.2-py3-none-any.whl", hash = "sha256:60fa7dbcb8abbaa0707c4984c1b5bbfff9d3b980a76d26e5b8371057972af6e8"},
+    {file = "dvclive-1.3.2.tar.gz", hash = "sha256:0b2996e57aa37c3308d51ef3bf76a8754ea5a749d7ba1f6af4bf94b53a614279"},
 ]
 
 [package.dependencies]
 dvc-render = {version = ">=0.0.12", extras = ["table"]}
+dvc-studio-client = ">=0.3.0"
 "ruamel.yaml" = ">=0.17.11"
 
 [package.extras]
-all = ["catalyst (>22)", "datasets", "dvc (>=2.37.0)", "dvc-studio-client (>=0.2.0)", "fastai", "lightgbm", "matplotlib", "mmcv", "numpy", "pillow", "pytorch-lightning (>=1.7)", "scikit-learn", "tensorflow", "torch (<1.13)", "transformers", "xgboost"]
+all = ["catalyst (>22)", "datasets", "dvc (>=2.38.1)", "fastai", "lightgbm", "matplotlib", "mmcv", "numpy", "pillow", "pytorch-lightning (>=1.7)", "scikit-learn", "tensorflow", "torch (<1.13)", "transformers", "xgboost"]
 catalyst = ["catalyst (>22)"]
-dev = ["catalyst (>22)", "datasets", "dvc (>=2.37.0)", "dvc-studio-client (>=0.2.0)", "fastai", "lightgbm", "matplotlib", "mmcv", "mypy (==0.981)", "numpy", "pillow", "pylint (==2.15.0)", "pylint-plugin-utils (>=0.6)", "pytest (==7.2.0)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "pytorch-lightning (>=1.7)", "scikit-learn", "tensorflow", "torch (<1.13)", "transformers", "xgboost"]
-dvc = ["dvc (>=2.37.0)", "dvc-studio-client (>=0.2.0)"]
+dev = ["catalyst (>22)", "datasets", "dvc (>=2.38.1)", "fastai", "lightgbm", "matplotlib", "mmcv", "mypy (==0.981)", "numpy", "pillow", "pylint (==2.15.0)", "pylint-plugin-utils (>=0.6)", "pytest (==7.2.0)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "pytorch-lightning (>=1.7)", "scikit-learn", "tensorflow", "torch (<1.13)", "transformers", "xgboost"]
+dvc = ["dvc (>=2.38.1)"]
 fastai = ["fastai"]
 huggingface = ["datasets", "transformers"]
 image = ["numpy", "pillow"]
@@ -1652,7 +1674,7 @@ mmcv = ["mmcv"]
 plots = ["scikit-learn"]
 pytorch-lightning = ["pytorch-lightning (>=1.7)", "torch (<1.13)"]
 sklearn = ["scikit-learn"]
-tests = ["dvc (>=2.37.0)", "dvc-studio-client (>=0.2.0)", "matplotlib", "mypy (==0.981)", "numpy", "pillow", "pylint (==2.15.0)", "pylint-plugin-utils (>=0.6)", "pytest (==7.2.0)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "scikit-learn"]
+tests = ["dvc (>=2.38.1)", "matplotlib", "mypy (==0.981)", "numpy", "pillow", "pylint (==2.15.0)", "pylint-plugin-utils (>=0.6)", "pytest (==7.2.0)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "scikit-learn"]
 tf = ["tensorflow"]
 xgb = ["xgboost"]
 
@@ -1727,19 +1749,19 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.8.2"
+version = "3.9.0"
 description = "A platform independent file lock."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "filelock-3.8.2-py3-none-any.whl", hash = "sha256:8df285554452285f79c035efb0c861eb33a4bcfa5b7a137016e32e6a90f9792c"},
-    {file = "filelock-3.8.2.tar.gz", hash = "sha256:7565f628ea56bfcd8e54e42bdc55da899c85c1abfe1b5bcfd147e9188cebb3b2"},
+    {file = "filelock-3.9.0-py3-none-any.whl", hash = "sha256:f58d535af89bb9ad5cd4df046f741f8553a418c01a7856bf0d173bbc9f6bd16d"},
+    {file = "filelock-3.9.0.tar.gz", hash = "sha256:7b319f24340b51f55a2bf7a12ac0755a9b03e718311dac567a0f4f7fabd2f5de"},
 ]
 
 [package.extras]
-docs = ["furo (>=2022.9.29)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"]
-testing = ["covdefaults (>=2.2.2)", "coverage (>=6.5)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-timeout (>=2.1)"]
+docs = ["furo (>=2022.12.7)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"]
+testing = ["covdefaults (>=2.2.2)", "coverage (>=7.0.1)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-timeout (>=2.1)"]
 
 [[package]]
 name = "flake8"
@@ -2019,21 +2041,6 @@ files = [
     {file = "future-0.18.2.tar.gz", hash = "sha256:b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d"},
 ]
 
-[[package]]
-name = "fuzzywuzzy"
-version = "0.18.0"
-description = "Fuzzy string matching in python"
-category = "main"
-optional = false
-python-versions = "*"
-files = [
-    {file = "fuzzywuzzy-0.18.0-py2.py3-none-any.whl", hash = "sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993"},
-    {file = "fuzzywuzzy-0.18.0.tar.gz", hash = "sha256:45016e92264780e58972dca1b3d939ac864b78437422beecebb3095f8efd00e8"},
-]
-
-[package.extras]
-speedup = ["python-levenshtein (>=0.12)"]
-
 [[package]]
 name = "gdown"
 version = "4.6.0"
@@ -2070,14 +2077,14 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.29"
+version = "3.1.30"
 description = "GitPython is a python library used to interact with Git repositories"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "GitPython-3.1.29-py3-none-any.whl", hash = "sha256:41eea0deec2deea139b459ac03656f0dd28fc4a3387240ec1d3c259a2c47850f"},
-    {file = "GitPython-3.1.29.tar.gz", hash = "sha256:cc36bfc4a3f913e66805a28e84703e419d9c264c1077e537b54f0e1af85dbefd"},
+    {file = "GitPython-3.1.30-py3-none-any.whl", hash = "sha256:cd455b0000615c60e286208ba540271af9fe531fa6a87cc590a7298785ab2882"},
+    {file = "GitPython-3.1.30.tar.gz", hash = "sha256:769c2d83e13f5d938b7688479da374c4e3d49f71549aaf462b646db9602ea6f8"},
 ]
 
 [package.dependencies]
@@ -2108,14 +2115,14 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0dev)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.70.0"
+version = "2.71.0"
 description = "Google API Client Library for Python"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-python-client-2.70.0.tar.gz", hash = "sha256:262de094d5a30d337f59e66581019fed45b698c078397ac48dd323c0968236e7"},
-    {file = "google_api_python_client-2.70.0-py2.py3-none-any.whl", hash = "sha256:67da78956f2bf4b763305cd791aeab250878c1f88f1422aaba4682a608b8e5a4"},
+    {file = "google-api-python-client-2.71.0.tar.gz", hash = "sha256:9412ad3445518fa9d24d02c673a70b07c9d124990f44763cdf4f5304ca5b4d08"},
+    {file = "google_api_python_client-2.71.0-py2.py3-none-any.whl", hash = "sha256:a4ea351db2bb2a9b1a7e96d8fa8de0fcbc31d9e237b724f4a07b243c2d63e9a4"},
 ]
 
 [package.dependencies]
@@ -2168,14 +2175,14 @@ six = "*"
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.57.0"
+version = "1.57.1"
 description = "Common protobufs used in Google APIs"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "googleapis-common-protos-1.57.0.tar.gz", hash = "sha256:27a849d6205838fb6cc3c1c21cb9800707a661bb21c6ce7fb13e99eb1f8a0c46"},
-    {file = "googleapis_common_protos-1.57.0-py2.py3-none-any.whl", hash = "sha256:a9f4a1d7f6d9809657b7f1316a1aa527f6664891531bcfcc13b6696e685f443c"},
+    {file = "googleapis-common-protos-1.57.1.tar.gz", hash = "sha256:e877f2f041b640b4888b6917dde4f44515ab938bf744c4dbc06f11f0e8ed56b5"},
+    {file = "googleapis_common_protos-1.57.1-py2.py3-none-any.whl", hash = "sha256:2672d6b3a7b6188b70a5a4c70def7ddbb9000852dfbf49daf52fc7306c09db0c"},
 ]
 
 [package.dependencies]
@@ -2357,14 +2364,14 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "5.2.0"
+version = "6.0.0"
 description = "Read metadata from Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "importlib_metadata-5.2.0-py3-none-any.whl", hash = "sha256:0eafa39ba42bf225fc00e67f701d71f85aead9f878569caf13c3724f704b970f"},
-    {file = "importlib_metadata-5.2.0.tar.gz", hash = "sha256:404d48d62bba0b7a77ff9d405efd91501bef2e67ff4ace0bed40a0cf28c3c7cd"},
+    {file = "importlib_metadata-6.0.0-py3-none-any.whl", hash = "sha256:7efb448ec9a5e313a57655d35aa54cd3e01b7e1fbcf72dce1bf06119420f5bad"},
+    {file = "importlib_metadata-6.0.0.tar.gz", hash = "sha256:e354bedeb60efa6affdcc8ae121b73544a7aa74156d047311948f6d711cd378d"},
 ]
 
 [package.dependencies]
@@ -2377,14 +2384,14 @@ testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packag
 
 [[package]]
 name = "iniconfig"
-version = "1.1.1"
-description = "iniconfig: brain-dead simple config-ini parsing"
+version = "2.0.0"
+description = "brain-dead simple config-ini parsing"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "iniconfig-1.1.1-py2.py3-none-any.whl", hash = "sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3"},
-    {file = "iniconfig-1.1.1.tar.gz", hash = "sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32"},
+    {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
+    {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
 [[package]]
@@ -2437,14 +2444,14 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 
 [[package]]
 name = "ipython"
-version = "8.7.0"
+version = "8.8.0"
 description = "IPython: Productive Interactive Computing"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipython-8.7.0-py3-none-any.whl", hash = "sha256:352042ddcb019f7c04e48171b4dd78e4c4bb67bf97030d170e154aac42b656d9"},
-    {file = "ipython-8.7.0.tar.gz", hash = "sha256:882899fe78d5417a0aa07f995db298fa28b58faeba2112d2e3a4c95fe14bb738"},
+    {file = "ipython-8.8.0-py3-none-any.whl", hash = "sha256:da01e6df1501e6e7c32b5084212ddadd4ee2471602e2cf3e0190f4de6b0ea481"},
+    {file = "ipython-8.8.0.tar.gz", hash = "sha256:f3bf2c08505ad2c3f4ed5c46ae0331a8547d36bf4b21a451e8ae80c0791db95b"},
 ]
 
 [package.dependencies]
@@ -2646,14 +2653,14 @@ files = [
 
 [[package]]
 name = "json5"
-version = "0.9.10"
+version = "0.9.11"
 description = "A Python implementation of the JSON5 data format."
 category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "json5-0.9.10-py2.py3-none-any.whl", hash = "sha256:993189671e7412e9cdd8be8dc61cf402e8e579b35f1d1bb20ae6b09baa78bbce"},
-    {file = "json5-0.9.10.tar.gz", hash = "sha256:ad9f048c5b5a4c3802524474ce40a622fae789860a86f10cc4f7e5f9cf9b46ab"},
+    {file = "json5-0.9.11-py2.py3-none-any.whl", hash = "sha256:1aa54b80b5e507dfe31d12b7743a642e2ffa6f70bf73b8e3d7d1d5fba83d99bd"},
+    {file = "json5-0.9.11.tar.gz", hash = "sha256:4f1e196acc55b83985a51318489f345963c7ba84aa37607e49073066c562e99b"},
 ]
 
 [package.extras]
@@ -2790,14 +2797,14 @@ testing-utils = ["mock", "nose"]
 
 [[package]]
 name = "jupyter-core"
-version = "5.1.1"
+version = "5.1.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_core-5.1.1-py3-none-any.whl", hash = "sha256:f1038179d0f179b0e92c8fa2289c012b29dafdc9484b41821079f1a496f5a0f2"},
-    {file = "jupyter_core-5.1.1.tar.gz", hash = "sha256:f342d29eb6edb06f8dffa69adea987b3a9ee2b6702338a8cb6911516ea0b432d"},
+    {file = "jupyter_core-5.1.2-py3-none-any.whl", hash = "sha256:0f99cc639c8d00d591acfcc028aeea81473ea6c72fabe86426398220e2d91b1d"},
+    {file = "jupyter_core-5.1.2.tar.gz", hash = "sha256:62b00d52f030643d29f86aafdfd9b36d42421823599a272eb4c2df1d1cc7f723"},
 ]
 
 [package.dependencies]
@@ -2806,7 +2813,7 @@ pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_
 traitlets = ">=5.3"
 
 [package.extras]
-docs = ["myst-parser", "sphinxcontrib-github-alt", "traitlets"]
+docs = ["myst-parser", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
 test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
@@ -2855,14 +2862,14 @@ test = ["jupyter_contrib_core[testing-utils]", "mock", "nose", "requests", "sele
 
 [[package]]
 name = "jupyter-server"
-version = "2.0.5"
+version = "2.0.6"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server-2.0.5-py3-none-any.whl", hash = "sha256:18a952c0b75c18f801e91221798fd3e91aef09562896f03877db39db332f7cd2"},
-    {file = "jupyter_server-2.0.5.tar.gz", hash = "sha256:0d9e63d40412334dfa348cef8bfe8415b973752d12ca3afd64f0ea478e52aa4a"},
+    {file = "jupyter_server-2.0.6-py3-none-any.whl", hash = "sha256:6a4c9a3f9fa8679015954586944a568b911a98d7480ae1d56ff55a6a4f055254"},
+    {file = "jupyter_server-2.0.6.tar.gz", hash = "sha256:8dd75992e90b7ca556794a1ed5cca51263c697abc6d0df561af574aa1c0a033f"},
 ]
 
 [package.dependencies]
@@ -2886,7 +2893,7 @@ traitlets = ">=5.6.0"
 websocket-client = "*"
 
 [package.extras]
-docs = ["docutils (<0.20)", "ipykernel", "jinja2", "jupyter-client", "jupyter-server", "mistune (<1.0.0)", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxemoji", "tornado"]
+docs = ["docutils (<0.20)", "ipykernel", "jinja2", "jupyter-client", "jupyter-server", "mistune (<1.0.0)", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxcontrib-spelling", "sphinxemoji", "tornado"]
 test = ["ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.4)", "pytest-timeout", "requests"]
 
 [[package]]
@@ -2950,14 +2957,14 @@ files = [
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.17.0"
+version = "2.18.0"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "jupyterlab_server-2.17.0-py3-none-any.whl", hash = "sha256:9d74283291ec88b3e53b450a5007ac0fe531656bc219084e1ace91b546a90335"},
-    {file = "jupyterlab_server-2.17.0.tar.gz", hash = "sha256:a5b6923e2a9ea299f98de5b50cde90722d74ef8f0713a75cbcbfbfd3f41ad058"},
+    {file = "jupyterlab_server-2.18.0-py3-none-any.whl", hash = "sha256:2ce377afe6c5f762e933de1d942cad1ec07a1fbace4b586cd7a905fd57892695"},
+    {file = "jupyterlab_server-2.18.0.tar.gz", hash = "sha256:7830f085debc9417a72ebf482dc5cb477d6bf76884826c73182fa457c7829df4"},
 ]
 
 [package.dependencies]
@@ -2973,7 +2980,7 @@ requests = ">=2.28"
 [package.extras]
 docs = ["autodoc-traits", "docutils (<0.20)", "jinja2 (<3.2.0)", "mistune (<3)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi"]
 openapi = ["openapi-core (>=0.16.1)", "ruamel-yaml"]
-test = ["codecov", "ipykernel", "jupyterlab-server[openapi]", "openapi-spec-validator (>=0.5.1)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6)", "pytest-timeout", "requests-mock", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
+test = ["codecov", "ipykernel", "jupyterlab-server[openapi]", "openapi-spec-validator (>=0.5.1)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
 
 [[package]]
 name = "jupyterlab-widgets"
@@ -3120,121 +3127,6 @@ sqs = ["boto3 (>=1.9.12)", "pycurl (>=7.44.1,<7.45.0)", "urllib3 (>=1.26.7)"]
 yaml = ["PyYAML (>=3.10)"]
 zookeeper = ["kazoo (>=1.3.1)"]
 
-[[package]]
-name = "levenshtein"
-version = "0.20.9"
-description = "Python extension for computing string edit distances and similarities."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "Levenshtein-0.20.9-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:105c239ec786750cd5136991c58196b440cc39b6acf3ec8227f6562c9a94e4b9"},
-    {file = "Levenshtein-0.20.9-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2f7728bea7fe6dc55ceecde0dcda4287e74fe3b6733ad42530f46aaa8d2f81d0"},
-    {file = "Levenshtein-0.20.9-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cc7eca755c13c92814c8cce8175524cf764ce38f39228b602f59eac58cfdc51a"},
-    {file = "Levenshtein-0.20.9-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8a552e79d053dc1324fb90d342447fd4e15736f4cbc5363b6fbd5577f53dce9"},
-    {file = "Levenshtein-0.20.9-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5474b2681ee0b7944fb1e7fe281cd44e2dfe75b03ba4558dca49c96fa0861b62"},
-    {file = "Levenshtein-0.20.9-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:56e132c203b0dd8fc72a33e791c39ad0d5a25bcf24b130a1e202abbf489a3e75"},
-    {file = "Levenshtein-0.20.9-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3badc94708ac05b405e795fde58a53272b90a9ee6099ecd54a345658b7b812e1"},
-    {file = "Levenshtein-0.20.9-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:48b9b3ae095b14dad7bc4bd219c7cd9113a7aa123a033337c85b00fe2ed565d3"},
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 version = "2.1.0"
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 [[package]]
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 dev = ["black", "mypy", "pytest"]
 
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 version = "0.3.4"
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 [[package]]
 name = "packaging"
-version = "22.0"
+version = "23.0"
 description = "Core utilities for Python packages"
 category = "main"
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 [[package]]
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 [package.extras]
 dotenv = ["python-dotenv (>=0.10.4)"]
@@ -4759,14 +4714,14 @@ cffi = ">=1.9.1"
 
 [[package]]
 name = "pygments"
-version = "2.13.0"
+version = "2.14.0"
 description = "Pygments is a syntax highlighting package written in Python."
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.extras]
@@ -4786,18 +4741,18 @@ files = [
 
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-version = "22.1.0"
+version = "23.0.0"
 description = "Python wrapper module around the OpenSSL library"
 category = "main"
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 python-versions = ">=3.6"
 files = [
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 [package.dependencies]
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+cryptography = ">=38.0.0,<40"
 
 [package.extras]
 docs = ["sphinx (!=5.2.0,!=5.2.0.post0)", "sphinx-rtd-theme"]
@@ -4820,14 +4775,14 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pypdf2"
-version = "3.0.0"
+version = "3.0.1"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -4842,14 +4797,14 @@ image = ["Pillow"]
 
 [[package]]
 name = "pyright"
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 description = "Command line wrapper for pyright"
 category = "dev"
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 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
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 [[package]]
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 [[package]]
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 description = "Python extension for computing string edit distances and similarities."
 category = "main"
 optional = false
-python-versions = ">=3.6"
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 files = [
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 ]
 
 [package.dependencies]
-Levenshtein = "0.20.9"
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 [[package]]
 name = "python-slugify"
@@ -5083,18 +5042,18 @@ files = [
 
 [[package]]
 name = "pywinpty"
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 description = "Pseudo terminal support for Windows from Python."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [[package]]
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 [package.dependencies]
@@ -6747,40 +6615,40 @@ url = "vendor/walden"
 
 [[package]]
 name = "watchdog"
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 description = "Filesystem events monitoring"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
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 ]
 
 [package.extras]
@@ -7098,4 +6966,4 @@ testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "9e1f7e9b1843751830ad2209d6f6a0e1946a13f8aa2aee0b4192b881726dd77d"
+content-hash = "8736dbaaa35c2ba160cb0bf8d7e3074fc9c01b93539a610ff635433406a6b497"
diff --git a/pyproject.toml b/pyproject.toml
index d88cbeecb05..cafee3117f6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -40,7 +40,8 @@ Unidecode = ">=1.3.2"
 python-dotenv = ">=0.19.0"
 frictionless = {extras = ["pandas"], version = ">=4.40.8"}
 thefuzz = ">=0.19.0"
-python-Levenshtein = ">=0.12.2"
+# pinned because of https://github.com/seatgeek/thefuzz/issues/43
+python-Levenshtein = "^0.12.2"
 regex = ">=2022.1.18"
 wikipedia = ">=1.4.0"
 # pandas updates can be dangerous, it is better to pin the version and carefully update it manually
@@ -51,7 +52,6 @@ structlog = ">=21.5.0"
 sqlmodel = "^0.0.6"
 rich = ">=12.1.0"
 owid-datautils = {git = "https://github.com/owid/owid-datautils-py.git", tag = "v0.5.2-alpha"}
-fuzzywuzzy = ">=0.18.0"
 rich-click = ">=1.5.1"
 tenacity = ">=8.0.1"
 simplejson = ">=3.17.6"