diff --git a/CITATION.cff b/CITATION.cff
index 30b1a4b6..bcf717b1 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -22,6 +22,6 @@ authors:
 identifiers:
   - type: doi
     value: 'https://zenodo.org/doi/10.5281/zenodo.7062459'
-version: 0.3.1
+version: 0.3.2
 license: MIT
-date-released: '2024-02-13'
+date-released: '2024-02-14'
diff --git a/Pipfile b/Pipfile
index 168372ee..7e00f1a1 100644
--- a/Pipfile
+++ b/Pipfile
@@ -20,7 +20,7 @@ seaborn = "*"
 sqlalchemy = "*"
 statsmodels = "*"
 coloredlogs = "*"
-s3fs = {extras=["boto3"], versions="==2023.12.2"}
+s3fs = "*"
 "catalystcoop.pudl" = {git = "git+https://github.com/singularity-energy/pudl.git@oge_release"}
 gridemissions = {git = "git+https://github.com/singularity-energy/gridemissions"}
 
diff --git a/Pipfile.lock b/Pipfile.lock
index c0912ed6..f7f5c355 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "d4c462ebc804828b3e837cf5d2e13ebb92720765e7a95ae6c032734510a29aa7"
+            "sha256": "50d13b0b4077f07d01e094ed9e206af15dece77a07974ff29e9ccc6525ba00c9"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -25,9 +25,6 @@
             "version": "==0.4.0"
         },
         "aiobotocore": {
-            "extras": [
-                "boto3"
-            ],
             "hashes": [
                 "sha256:487fede588040bfa3a43df945275c28c1c73ca75bf705295adb9fbadd2e89be7",
                 "sha256:6dd7352248e3523019c5a54a395d2b1c31080697fc80a9ad2672de4eec8c7abd"
@@ -198,11 +195,11 @@
         },
         "arelle-release": {
             "hashes": [
-                "sha256:2559e304ebcbdd863ca44160cdca203b71d63d480290c31ec10a6aa00edb7f03",
-                "sha256:87cb45a81371213b3e5b9266ffc656fec6d4df7a7ec38de571c08776ed806c17"
+                "sha256:1e26892979766e8fa9579b3e8996f4eeabec7e1ff55fa2222674e3fd020f22ee",
+                "sha256:1e4c93a42115a3af73dcfd52d00e1bb68b0b578b63a1cb8d032f8b1d13784dfc"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==2.23.3"
+            "version": "==2.23.4"
         },
         "argon2-cffi": {
             "hashes": [
@@ -709,11 +706,11 @@
         },
         "conda-lock": {
             "hashes": [
-                "sha256:430815c7e74734ae20ba9d2ea6a12cfb38cbe283f6f1466a5de5762a68559e97",
-                "sha256:5cbf9245f99383d42957261f0d32cd2aa50c56cc79e23467f246dc4c281b95e5"
+                "sha256:1cafc7689fc78d90a6518a6d6da62193edd081c1c940f806b072a872f63146a3",
+                "sha256:a6840f8f8ba6f9f8ece40c8b48d683f0588ccf29199f149bd94a712d58d789bc"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==2.5.3"
+            "version": "==2.5.5"
         },
         "contourpy": {
             "hashes": [
@@ -910,32 +907,32 @@
         },
         "dagster": {
             "hashes": [
-                "sha256:2432e7419f615222f5fcfe90fea8cefc55aef54f3212a83377490eb0fc562659",
-                "sha256:43eb92102872d89a4ac2016ea45c4f930ac5ac4c7159d07ec20ec856140d9cbf"
+                "sha256:d306226480fd61d675db24821597f7f97bd2fd0c8d82badd05a1162783ae58c0",
+                "sha256:d8fc6c34aa116c0f72b3a60b6b54cf2621d956edbcc09d393945ce9f7e4c2086"
             ],
-            "version": "==1.6.3"
+            "version": "==1.6.4"
         },
         "dagster-pipes": {
             "hashes": [
-                "sha256:677d172c3d0458fc147d61e656e49ed97dbbe089b8a0a579d8a8582c359e6204",
-                "sha256:7a7a283b607dbbb95d3002c62aeb4d9a77327c9e32bd06d0cd8d9724def5eeb6"
+                "sha256:68826e258f6787e6bd066cc37d44649e6ac8c75fbaa35dc8b88d1faa31d0c725",
+                "sha256:7dc8226782a2325bd8872c72648dbb830f83cd0dc90ba785b2f70086c8579ae9"
             ],
-            "version": "==1.6.3"
+            "version": "==1.6.4"
         },
         "dagster-postgres": {
             "hashes": [
-                "sha256:5b696d6cdb8a5171e2f7f516269c394ebdf30d75b7c7ec1ceef46a3490c9b57b",
-                "sha256:fc21fa5730d627b10e304ef649a73feea4c09a635ba8c3afff942dce2900bd33"
+                "sha256:90ce502270636111a66556a60845dfaeca6e7d3ffebbc812bc5e3f8e0b3718e2",
+                "sha256:c9787d696554858241971059a041a94fa7c2eb1d4b933b5871ca9f60b9920f51"
             ],
-            "version": "==0.22.3"
+            "version": "==0.22.4"
         },
         "dask": {
             "hashes": [
-                "sha256:860ce2797905095beff0187c214840b80c77d752dcb9098a8283e3655a762bf5",
-                "sha256:d0dc92e81ce68594a0a0ce23ba33f4d648f2c2f4217ab9b79068b7ecfb0416c7"
+                "sha256:439efe5479a102d4d2712d69a52458e6c1e78b96c7020976399ce249097caf48",
+                "sha256:7ab6e8a2c1e256a4c930f2996c652f057239dee49e1c5c4742f351efe6deecd1"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==2024.1.1"
+            "version": "==2024.2.0"
         },
         "datapackage": {
             "hashes": [
@@ -954,27 +951,31 @@
         },
         "debugpy": {
             "hashes": [
-                "sha256:125b9a637e013f9faac0a3d6a82bd17c8b5d2c875fb6b7e2772c5aba6d082332",
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-                "sha256:3c6fb41c98ec51dd010d7ed650accfd07a87fe5e93eca9d5f584d0578f28f35f",
-                "sha256:46ab6780159eeabb43c1495d9c84cf85d62975e48b6ec21ee10c95767c0590aa",
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-                "sha256:60009b132c91951354f54363f8ebdf7457aeb150e84abba5ae251b8e9f29a8a6",
-                "sha256:61eab4a4c8b6125d41a34bad4e5fe3d2cc145caecd63c3fe953be4cc53e65bf8",
-                "sha256:7fb95ca78f7ac43393cd0e0f2b6deda438ec7c5e47fa5d38553340897d2fbdfb",
-                "sha256:8cd0197141eb9e8a4566794550cfdcdb8b3db0818bdf8c49a8e8f8053e56e38b",
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-                "sha256:a64093656c4c64dc6a438e11d59369875d200bd5abb8f9b26c1f5f723622e153",
-                "sha256:a8b7a2fd27cd9f3553ac112f356ad4ca93338feadd8910277aff71ab24d8775f",
-                "sha256:b05a6b503ed520ad58c8dc682749113d2fd9f41ffd45daec16e558ca884008cd",
-                "sha256:bdc5ef99d14b9c0fcb35351b4fbfc06ac0ee576aeab6b2511702e5a648a2e595",
-                "sha256:e3412f9faa9ade82aa64a50b602544efcba848c91384e9f93497a458767e6926",
-                "sha256:ef54404365fae8d45cf450d0544ee40cefbcb9cb85ea7afe89a963c27028261e",
-                "sha256:ef9ab7df0b9a42ed9c878afd3eaaff471fce3fa73df96022e1f5c9f8f8c87ada"
+                "sha256:016a9fcfc2c6b57f939673c874310d8581d51a0fe0858e7fac4e240c5eb743cb",
+                "sha256:0de56aba8249c28a300bdb0672a9b94785074eb82eb672db66c8144fff673146",
+                "sha256:1a9fe0829c2b854757b4fd0a338d93bc17249a3bf69ecf765c61d4c522bb92a8",
+                "sha256:28acbe2241222b87e255260c76741e1fbf04fdc3b6d094fcf57b6c6f75ce1242",
+                "sha256:3a79c6f62adef994b2dbe9fc2cc9cc3864a23575b6e387339ab739873bea53d0",
+                "sha256:3bda0f1e943d386cc7a0e71bfa59f4137909e2ed947fb3946c506e113000f741",
+                "sha256:3ebb70ba1a6524d19fa7bb122f44b74170c447d5746a503e36adc244a20ac539",
+                "sha256:58911e8521ca0c785ac7a0539f1e77e0ce2df753f786188f382229278b4cdf23",
+                "sha256:6df9aa9599eb05ca179fb0b810282255202a66835c6efb1d112d21ecb830ddd3",
+                "sha256:7a3afa222f6fd3d9dfecd52729bc2e12c93e22a7491405a0ecbf9e1d32d45b39",
+                "sha256:7eb7bd2b56ea3bedb009616d9e2f64aab8fc7000d481faec3cd26c98a964bcdd",
+                "sha256:92116039b5500633cc8d44ecc187abe2dfa9b90f7a82bbf81d079fcdd506bae9",
+                "sha256:a2e658a9630f27534e63922ebf655a6ab60c370f4d2fc5c02a5b19baf4410ace",
+                "sha256:bfb20cb57486c8e4793d41996652e5a6a885b4d9175dd369045dad59eaacea42",
+                "sha256:caad2846e21188797a1f17fc09c31b84c7c3c23baf2516fed5b40b378515bbf0",
+                "sha256:d915a18f0597ef685e88bb35e5d7ab968964b7befefe1aaea1eb5b2640b586c7",
+                "sha256:dda73bf69ea479c8577a0448f8c707691152e6c4de7f0c4dec5a4bc11dee516e",
+                "sha256:e38beb7992b5afd9d5244e96ad5fa9135e94993b0c551ceebf3fe1a5d9beb234",
+                "sha256:edcc9f58ec0fd121a25bc950d4578df47428d72e1a0d66c07403b04eb93bcf98",
+                "sha256:efd3fdd3f67a7e576dd869c184c5dd71d9aaa36ded271939da352880c012e703",
+                "sha256:f696d6be15be87aef621917585f9bb94b1dc9e8aced570db1b8a6fc14e8f9b42",
+                "sha256:fd97ed11a4c7f6d042d320ce03d83b20c3fb40da892f994bc041bbc415d7a099"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.8.0"
+            "version": "==1.8.1"
         },
         "decorator": {
             "hashes": [
@@ -1334,11 +1335,11 @@
         },
         "google-api-core": {
             "hashes": [
-                "sha256:032d37b45d1d6bdaf68fb11ff621e2593263a239fa9246e2e94325f9c47876d2",
-                "sha256:449ca0e3f14c179b4165b664256066c7861610f70b6ffe54bb01a04e9b466929"
+                "sha256:610c5b90092c360736baccf17bd3efbcb30dd380e7a6dc28a71059edb8bd0d8e",
+                "sha256:9df18a1f87ee0df0bc4eea2770ebc4228392d8cc4066655b320e2cfccb15db95"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2.16.2"
+            "version": "==2.17.1"
         },
         "google-auth": {
             "hashes": [
@@ -1603,11 +1604,11 @@
         },
         "httpcore": {
             "hashes": [
-                "sha256:096cc05bca73b8e459a1fc3dcf585148f63e534eae4339559c9b8a8d6399acc7",
-                "sha256:9fc092e4799b26174648e54b74ed5f683132a464e95643b226e00c2ed2fa6535"
+                "sha256:5c0f9546ad17dac4d0772b0808856eb616eb8b48ce94f49ed819fd6982a8a544",
+                "sha256:9a6a501c3099307d9fd76ac244e08503427679b1e81ceb1d922485e2f2462ad2"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.0.2"
+            "version": "==1.0.3"
         },
         "httpx": {
             "hashes": [
@@ -1635,19 +1636,19 @@
         },
         "hypothesis": {
             "hashes": [
-                "sha256:714910c7545975120beeecf817ff6430f2f7a77d980377575ed04d690e432a09",
-                "sha256:b6b443d2477893f3aacb0cfb9f6ac865f66f063573fd495dd54f565ab29972f6"
+                "sha256:785f47ddac183c7ffef9463b5ab7f2e4433ca9b2b1171e52eeb3f8c5b1f09fa2",
+                "sha256:8417d1df13e7ba0eb6cba0917e0aa6c8b0b6b35a4e7fb78db6ab84dfbeb8c8fe"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==6.98.2"
+            "version": "==6.98.4"
         },
         "identify": {
             "hashes": [
-                "sha256:161558f9fe4559e1557e1bff323e8631f6a0e4837f7497767c1782832f16b62d",
-                "sha256:d40ce5fcd762817627670da8a7d8d8e65f24342d14539c59488dc603bf662e34"
+                "sha256:a4316013779e433d08b96e5eabb7f641e6c7942e4ab5d4c509ebd2e7a8994aed",
+                "sha256:ee17bc9d499899bc9eaec1ac7bf2dc9eedd480db9d88b96d123d3b64a9d34f5d"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==2.5.33"
+            "version": "==2.5.34"
         },
         "idna": {
             "hashes": [
@@ -1777,12 +1778,12 @@
         },
         "ipykernel": {
             "hashes": [
-                "sha256:1547352b32da95a2761011a8dac2af930c26a0703dfa07690d16b7d74dac0ba1",
-                "sha256:e5dfba210fc9da74a5dae8fa6c41f816e11bd18d10381b2517d9a0d57cc987c4"
+                "sha256:3bade28004e3ff624ed57974948116670604ac5f676d12339693f3142176d3f0",
+                "sha256:50384f5c577a260a1d53f1f59a828c7266d321c9b7d00d345693783f66616055"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.8'",
-            "version": "==6.29.1"
+            "version": "==6.29.2"
         },
         "ipython": {
             "hashes": [
@@ -1794,11 +1795,11 @@
         },
         "ipywidgets": {
             "hashes": [
-                "sha256:2b88d728656aea3bbfd05d32c747cfd0078f9d7e159cf982433b58ad717eed7f",
-                "sha256:40211efb556adec6fa450ccc2a77d59ca44a060f4f9f136833df59c9f538e6e8"
+                "sha256:bbe43850d79fb5e906b14801d6c01402857996864d1e5b6fa62dd2ee35559f60",
+                "sha256:d0b9b41e49bae926a866e613a39b0f0097745d2b9f1f3dd406641b4a57ec42c9"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==8.1.1"
+            "version": "==8.1.2"
         },
         "isodate": {
             "hashes": [
@@ -1832,11 +1833,11 @@
         },
         "jaraco.classes": {
             "hashes": [
-                "sha256:10afa92b6743f25c0cf5f37c6bb6e18e2c5bb84a16527ccfc0040ea377e7aaeb",
-                "sha256:c063dd08e89217cee02c8d5e5ec560f2c8ce6cdc2fcdc2e68f7b2e5547ed3621"
+                "sha256:86b534de565381f6b3c1c830d13f931d7be1a75f0081c57dff615578676e2206",
+                "sha256:cb28a5ebda8bc47d8c8015307d93163464f9f2b91ab4006e09ff0ce07e8bfb30"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.3.0"
+            "version": "==3.3.1"
         },
         "jedi": {
             "hashes": [
@@ -2049,11 +2050,11 @@
         },
         "jupyterlab": {
             "hashes": [
-                "sha256:5380e85fb4f11a227ed2db13103e513cfea274d1011f6210e62d611e92e0369d",
-                "sha256:92cdfd86c53e163fb9e91e14497901153536c5a889c9225dade270f6107a077f"
+                "sha256:8acc9f561729d8f32c14c294c397917cddfeeb13a5d46f811979b71b4911a9fd",
+                "sha256:fa3e8c18b804eac04e51ceebd9dd3dd396e08106816f0d09cc426799d7087632"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==4.1.0"
+            "version": "==4.1.1"
         },
         "jupyterlab-pygments": {
             "hashes": [
@@ -2073,11 +2074,11 @@
         },
         "jupyterlab-widgets": {
             "hashes": [
-                "sha256:3cf5bdf5b897bf3bccf1c11873aa4afd776d7430200f765e0686bd352487b58d",
-                "sha256:6005a4e974c7beee84060fdfba341a3218495046de8ae3ec64888e5fe19fdb4c"
+                "sha256:04f2ac04976727e4f9d0fa91cdc2f1ab860f965e504c29dbd6a65c882c9d04c0",
+                "sha256:dd61f3ae7a5a7f80299e14585ce6cf3d6925a96c9103c978eda293197730cb64"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==3.0.9"
+            "version": "==3.0.10"
         },
         "keyring": {
             "hashes": [
@@ -2678,11 +2679,11 @@
         },
         "nbconvert": {
             "hashes": [
-                "sha256:0efd3ca74fd1525560e0312cec235e57dfbf3c5c775c7e61e04c532b28f8da6f",
-                "sha256:ff3f54a1a5e1e024beb9fde8946d05b6d0bf68cd14b5f2f9dc5b545c8bc71055"
+                "sha256:813e6553796362489ae572e39ba1bff978536192fb518e10826b0e8cadf03ec8",
+                "sha256:ad3dc865ea6e2768d31b7eb6c7ab3be014927216a5ece3ef276748dd809054c7"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==7.15.0"
+            "version": "==7.16.0"
         },
         "nbformat": {
             "hashes": [
@@ -2718,12 +2719,12 @@
         },
         "notebook": {
             "hashes": [
-                "sha256:289b606d7e173f75a18beb1406ef411b43f97f7a9c55ba03efa3622905a62346",
-                "sha256:3bcff00c17b3ac142ef5f436d50637d936b274cfa0b41f6ac0175363de9b4e09"
+                "sha256:99caf01ff166b1cc86355c9b37c1ba9bf566c1d7fc4ab57bb6f8f24e36c4260e",
+                "sha256:a8fa4ccb5e5fe220f29d9900337efd7752bc6f2efe004d6f320db01f7743adc9"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.8'",
-            "version": "==7.0.7"
+            "version": "==7.1.0"
         },
         "notebook-shim": {
             "hashes": [
@@ -3226,19 +3227,19 @@
         },
         "pre-commit": {
             "hashes": [
-                "sha256:c255039ef399049a5544b6ce13d135caba8f2c28c3b4033277a788f434308376",
-                "sha256:d30bad9abf165f7785c15a21a1f46da7d0677cb00ee7ff4c579fd38922efe15d"
+                "sha256:9fe989afcf095d2c4796ce7c553cf28d4d4a9b9346de3cda079bcf40748454a4",
+                "sha256:c90961d8aa706f75d60935aba09469a6b0bcb8345f127c3fbee4bdc5f114cf4b"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==3.6.0"
+            "version": "==3.6.1"
         },
         "prometheus-client": {
             "hashes": [
-                "sha256:4585b0d1223148c27a225b10dbec5ae9bc4c81a99a3fa80774fa6209935324e1",
-                "sha256:c88b1e6ecf6b41cd8fb5731c7ae919bf66df6ec6fafa555cd6c0e16ca169ae92"
+                "sha256:287629d00b147a32dcb2be0b9df905da599b2d82f80377083ec8463309a4bb89",
+                "sha256:cde524a85bce83ca359cc837f28b8c0db5cac7aa653a588fd7e84ba061c329e7"
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-            "version": "==0.19.0"
+            "version": "==0.20.0"
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@@ -3700,19 +3701,19 @@
         },
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@@ -4066,11 +4067,11 @@
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@@ -4225,11 +4226,11 @@
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@@ -4311,13 +4312,11 @@
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@@ -4829,11 +4828,11 @@
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+            "version": "==3.3.0"
         },
         "time-machine": {
             "hashes": [
@@ -4899,11 +4898,11 @@
         },
         "timezonefinder": {
             "hashes": [
-                "sha256:7d82ebbc822d5fa012dbfbde510999afce0d7d1482794838e6c4daf6cc327f97",
-                "sha256:b4d4cefcdfcd46ffc04858d12cb23b58faca06dad05f68b6b704421be9fc70bc"
+                "sha256:5b55b0a156b84e3271aafe8fa45fa5af6f90e5feec6b64be346749a378d63b69",
+                "sha256:80ee0e277e496cec891849d99e7bf88e5c55cd03471fd720d505ac477b5347de"
             ],
-            "markers": "python_version >= '3.9' and python_version < '4'",
-            "version": "==6.4.0"
+            "markers": "python_version >= '3.8' and python_version < '4'",
+            "version": "==6.4.1"
         },
         "tinycss2": {
             "hashes": [
@@ -4963,11 +4962,11 @@
         },
         "tqdm": {
             "hashes": [
-                "sha256:d302b3c5b53d47bce91fea46679d9c3c6508cf6332229aa1e7d8653723793386",
-                "sha256:d88e651f9db8d8551a62556d3cff9e3034274ca5d66e93197cf2490e2dcb69c7"
+                "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9",
+                "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.66.1"
+            "version": "==4.66.2"
         },
         "traitlets": {
             "hashes": [
@@ -5021,11 +5020,11 @@
         },
         "tzdata": {
             "hashes": [
-                "sha256:aa3ace4329eeacda5b7beb7ea08ece826c28d761cda36e747cfbf97996d39bf3",
-                "sha256:dd54c94f294765522c77399649b4fefd95522479a664a0cec87f41bebc6148c9"
+                "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd",
+                "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"
             ],
             "markers": "python_version >= '2'",
-            "version": "==2023.4"
+            "version": "==2024.1"
         },
         "unicodecsv": {
             "hashes": [
@@ -5035,11 +5034,11 @@
         },
         "universal-pathlib": {
             "hashes": [
-                "sha256:82e5d86d16a27e0ea1adc7d88acbcba9d02d5a45488163174f96d9ac289db2e4",
-                "sha256:f99186cf950bde1262de9a590bb019613ef84f9fabd9f276e8b019722201943a"
+                "sha256:1cbd589d1c3ebbb787ad866527f785daff0de20b7540aa557b8285a05a176912",
+                "sha256:e842d1d95ee2d5685f5512039cb9d3d70abac670046ed794b034bfffd4d02576"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==0.1.4"
+            "version": "==0.2.0"
         },
         "uri-template": {
             "hashes": [
@@ -5058,11 +5057,11 @@
         },
         "uvicorn": {
             "hashes": [
-                "sha256:4b85ba02b8a20429b9b205d015cbeb788a12da527f731811b643fd739ef90d5f",
-                "sha256:54898fcd80c13ff1cd28bf77b04ec9dbd8ff60c5259b499b4b12bb0917f22907"
+                "sha256:3d9a267296243532db80c83a959a3400502165ade2c1338dea4e67915fd4745a",
+                "sha256:5c89da2f3895767472a35556e539fd59f7edbe9b1e9c0e1c99eebeadc61838e4"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==0.27.0.post1"
+            "version": "==0.27.1"
         },
         "validators": {
             "hashes": [
@@ -5146,11 +5145,11 @@
         },
         "widgetsnbextension": {
             "hashes": [
-                "sha256:3c1f5e46dc1166dfd40a42d685e6a51396fd34ff878742a3e47c6f0cc4a2a385",
-                "sha256:91452ca8445beb805792f206e560c1769284267a30ceb1cec9f5bcc887d15175"
+                "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f",
+                "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.0.9"
+            "version": "==4.0.10"
         },
         "wrapt": {
             "hashes": [
diff --git a/pyproject.toml b/pyproject.toml
index 3770cca0..21c4c61e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,8 +5,8 @@ build-backend = "hatchling.build"
 
 [project]
 name = "oge"
-version = "0.3.1"
-requires-python = ">3.11"
+version = "0.3.2"
+requires-python = ">=3.11,<3.12"
 readme = "README.md"
 authors = [
   { name="Greg Miller", email="greg.miller@singularity.energy" },
@@ -32,7 +32,7 @@ dependencies = [
   "sqlalchemy",
   "statsmodels",
   "coloredlogs",
-  "s3fs[boto3] == 2023.12.2",
+  "s3fs",
   "catalystcoop-pudl@git+https://github.com/singularity-energy/pudl.git@oge_release",
   "gridemissions@git+https://github.com/singularity-energy/gridemissions.git",
 ]
@@ -84,8 +84,8 @@ src = ["src"]
 line-length = 88
 indent-width = 4
 
-# Assume Python 3.8
-target-version = "py310"
+# Assume Python 3.11
+target-version = "py311"
 
 # Built-in for Jupyter
 extend-include = ["*.ipynb"]
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 8c0e81e7..00000000
--- a/requirements.txt
+++ /dev/null
@@ -1,20 +0,0 @@
-cvxopt
-cvxpy
-osqp
-ipykernel
-notebook
-numpy
-openpyxl
-pandas
-plotly
-pyarrow
-pytest
-ruff
-qdldl
-requests
-seaborn
-sqlalchemy
-statsmodels
-coloredlogs
-git+https://github.com/singularity-energy/pudl.git#egg=catalystcoop.pudl
-git+https://github.com/gailin-p/gridemissions#egg=gridemissions