diff --git a/data/pyproject.toml b/data/pyproject.toml
index 0970a1fa..57650dc9 100644
--- a/data/pyproject.toml
+++ b/data/pyproject.toml
@@ -1,11 +1,3 @@
-[tool.pylint]
-ignore = ["awkde/"]
-output-format = "colorized,parseable"
-
-[tool.pylint.'MESSAGES CONTROL']
-disable = ["all"]
-enable = ["duplicate-code"]
-
 [tool.vulture]
 exclude = ["awkde/"]
 make_whitelist = true
diff --git a/data/src/Pipfile b/data/src/Pipfile
index ebe4fd46..8bee1592 100644
--- a/data/src/Pipfile
+++ b/data/src/Pipfile
@@ -4,38 +4,37 @@ verify_ssl = true
 name = "pypi"
 
 [packages]
-jupyter = "*"
-requests = "*"
-pandas = "==2.2.2"
+esridump = "~=1.13.0"
+fiona = "~=1.10.1"
+future = "~=1.0.0"
+geoalchemy2 = "~=0.16.0"
 geopandas = "==1.0.1"
-shapely = "*"
-matplotlib = "*"
-rasterio = "*"
-scikit-learn = "*"
-mapclassify = "*"
-fiona = "*"
-esridump = "*"
-sqlalchemy = "*"
-psycopg2-binary = "*"
-mapbox = "*"
-google-cloud-storage = "*"
+google-cloud-storage = "~=2.19.0"
+jenkspy = "~=0.4.1"
+jupyter = "~=1.1.1"
+libpysal = "~=4.12.1"
+mapbox = "~=0.18.1"
+mapclassify = "~=2.8.1"
+matplotlib = "~=3.9.3"
+networkx = "~=3.4.2"
+pandas = "==2.2.2"
+psycopg2-binary = "~=2.9.10"
+pyarrow = "~=18.1.0"
 pydantic = "==2.8.2"
-future = "*"
-slack-sdk = "*"
-networkx = "*"
-libpysal = "*"
-jenkspy = "*"
-pyarrow = "*"
-tqdm = "*"
-geoalchemy2 ="*"
+rasterio = "~=1.4.3"
+requests = "~=2.32.3"
+scikit-learn = "~=1.6.0"
+shapely = "~=2.0.6"
+slack-sdk = "~=3.33.5"
+sqlalchemy = "~=2.0.36"
+tqdm = "~=4.67.1"
+
 
 [dev-packages]
-black = "*"
-pytest = "*"
-vulture = "*"
-pylint = "*"
-radon = "*"
-ruff = "*"
+pytest = "~=8.3.4"
+vulture = "~=2.14"
+radon = "~=6.0.1"
+ruff = "~=0.8.2"
 
 [requires]
 python_version = "3.11"
diff --git a/data/src/Pipfile.lock b/data/src/Pipfile.lock
index 726d2430..51edc5b3 100644
--- a/data/src/Pipfile.lock
+++ b/data/src/Pipfile.lock
@@ -1,3087 +1,2918 @@
 {
-  "_meta": {
-    "hash": {
-      "sha256": "b0cc0a48b0d260c226c0a714f60c880ea2b05027dcaba59b3eff007abe2ac1c9"
-    },
-    "pipfile-spec": 6,
-    "requires": {
-      "python_full_version": "3.11.4",
-      "python_version": "3.11"
-    },
-    "sources": [
-      {
-        "name": "pypi",
-        "url": "https://pypi.org/simple",
-        "verify_ssl": true
-      }
-    ]
-  },
-  "default": {
-    "affine": {
-      "hashes": [
-        "sha256:8a3df80e2b2378aef598a83c1392efd47967afec4242021a0b06b4c7cbc61a92",
-        "sha256:a24d818d6a836c131976d22f8c27b8d3ca32d0af64c1d8d29deb7bafa4da1eea"
-      ],
-      "markers": "python_version >= '3.7'",
-      "version": "==2.4.0"
-    },
-    "annotated-types": {
-      "hashes": [
-        "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53",
-        "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"
-      ],
-      "markers": "python_version >= '3.8'",
-      "version": "==0.7.0"
-    },
-    "anyio": {
-      "hashes": [
-        "sha256:2f834749c602966b7d456a7567cafcb309f96482b5081d14ac93ccd457f9dd48",
-        "sha256:ea60c3723ab42ba6fff7e8ccb0488c898ec538ff4df1f1d5e642c3601d07e352"
-      ],
-      "markers": "python_version >= '3.9'",
-      "version": "==4.7.0"
-    },
-    "argon2-cffi": {
-      "hashes": [
-        "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08",
-        "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"
-      ],
-      "markers": "python_version >= '3.7'",
-      "version": "==23.1.0"
-    },
-    "argon2-cffi-bindings": {
-      "hashes": [
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-        "sha256:6a22ad9800121b71099d0fb0a65323810a15f2e292f2ba450810a7316e128ee5",
-        "sha256:8cd69c07dd875537a824deec19f978e0f2078fdda07fd5c42ac29668dda5f40f",
-        "sha256:93f9bf70084f97245ba10ee36575f0c3f1e7d7724d67d8e5b08e61787c320ed7",
-        "sha256:9524464572e12979364b7d600abf96181d3541da11e23ddf565a32e70bd4dc0d",
-        "sha256:b2ef1c30440dbbcba7a5dc3e319408b59676e2e039e2ae11a8775ecf482b192f",
-        "sha256:b746dba803a79238e925d9046a63aa26bf86ab2a2fe74ce6b009a1c3f5c8f2ae",
-        "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3",
-        "sha256:bd46088725ef7f58b5a1ef7ca06647ebaf0eb4baff7d1d0d177c6cc8744abd86",
-        "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367",
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-        "sha256:e415e3f62c8d124ee16018e491a009937f8cf7ebf5eb430ffc5de21b900dad93",
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-        "sha256:f9f8b450ed0547e3d473fdc8612083fd08dd2120d6ac8f73828df9b7d45bb351"
-      ],
-      "markers": "python_version >= '3.6'",
-      "version": "==21.2.0"
-    },
-    "arrow": {
-      "hashes": [
-        "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80",
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-      "markers": "python_version >= '3.8'",
-      "version": "==1.3.0"
-    },
-    "asttokens": {
-      "hashes": [
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 }