diff --git a/Pipfile b/Pipfile
index bd045ee3..62566d2e 100644
--- a/Pipfile
+++ b/Pipfile
@@ -29,7 +29,7 @@ sshtunnel = "==0.4.0"
 tulflow = "*"
 # required in circleci context.
 numpy = "==1.26.4"
-pandas = "==2.1.4"
+pandas = "==2.3.0"
 
 [packages]
 
diff --git a/Pipfile.lock b/Pipfile.lock
index 4517423c..7dba7600 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "8f8387c5a7e90dca1b898cbd3a396f28a7e9f8a810cf456e05a52679d38be344"
+            "sha256": "decd13a5d0a1c3458b8ecc872fcd62706cfaa0fd5f50c2763499f5fb45f193a3"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -1868,35 +1868,52 @@
         },
         "pandas": {
             "hashes": [
-                "sha256:00028e6737c594feac3c2df15636d73ace46b8314d236100b57ed7e4b9ebe8d9",
-                "sha256:0aa6e92e639da0d6e2017d9ccff563222f4eb31e4b2c3cf32a2a392fc3103c0d",
-                "sha256:1ebfd771110b50055712b3b711b51bee5d50135429364d0498e1213a7adc2be8",
-                "sha256:294d96cfaf28d688f30c918a765ea2ae2e0e71d3536754f4b6de0ea4a496d034",
-                "sha256:3f06bda01a143020bad20f7a85dd5f4a1600112145f126bc9e3e42077c24ef34",
-                "sha256:426dc0f1b187523c4db06f96fb5c8d1a845e259c99bda74f7de97bd8a3bb3139",
-                "sha256:45d63d2a9b1b37fa6c84a68ba2422dc9ed018bdaa668c7f47566a01188ceeec1",
-                "sha256:482d5076e1791777e1571f2e2d789e940dedd927325cc3cb6d0800c6304082f6",
-                "sha256:6b728fb8deba8905b319f96447a27033969f3ea1fea09d07d296c9030ab2ed1d",
-                "sha256:8a706cfe7955c4ca59af8c7a0517370eafbd98593155b48f10f9811da440248b",
-                "sha256:8ea107e0be2aba1da619cc6ba3f999b2bfc9669a83554b1904ce3dd9507f0860",
-                "sha256:ab5796839eb1fd62a39eec2916d3e979ec3130509930fea17fe6f81e18108f6a",
-                "sha256:b0513a132a15977b4a5b89aabd304647919bc2169eac4c8536afb29c07c23540",
-                "sha256:b7d852d16c270e4331f6f59b3e9aa23f935f5c4b0ed2d0bc77637a8890a5d092",
-                "sha256:bd7d5f2f54f78164b3d7a40f33bf79a74cdee72c31affec86bfcabe7e0789821",
-                "sha256:bdec823dc6ec53f7a6339a0e34c68b144a7a1fd28d80c260534c39c62c5bf8c9",
-                "sha256:d2d3e7b00f703aea3945995ee63375c61b2e6aa5aa7871c5d622870e5e137623",
-                "sha256:d65148b14788b3758daf57bf42725caa536575da2b64df9964c563b015230984",
-                "sha256:d797591b6846b9db79e65dc2d0d48e61f7db8d10b2a9480b4e3faaddc421a171",
-                "sha256:dc9bf7ade01143cddc0074aa6995edd05323974e6e40d9dbde081021ded8510e",
-                "sha256:e9f17f2b6fc076b2a0078862547595d66244db0f41bf79fc5f64a5c4d635bead",
-                "sha256:edbaf9e8d3a63a9276d707b4d25930a262341bca9874fcb22eff5e3da5394732",
-                "sha256:f237e6ca6421265643608813ce9793610ad09b40154a3344a088159590469e46",
-                "sha256:f69b0c9bb174a2342818d3e2778584e18c740d56857fc5cdb944ec8bbe4082cf",
-                "sha256:fcb68203c833cc735321512e13861358079a96c174a61f5116a1de89c58c0ef7"
+                "sha256:034abd6f3db8b9880aaee98f4f5d4dbec7c4829938463ec046517220b2f8574e",
+                "sha256:094e271a15b579650ebf4c5155c05dcd2a14fd4fdd72cf4854b2f7ad31ea30be",
+                "sha256:14a0cc77b0f089d2d2ffe3007db58f170dae9b9f54e569b299db871a3ab5bf46",
+                "sha256:1a881bc1309f3fce34696d07b00f13335c41f5f5a8770a33b09ebe23261cfc67",
+                "sha256:1d2b33e68d0ce64e26a4acc2e72d747292084f4e8db4c847c6f5f6cbe56ed6d8",
+                "sha256:213cd63c43263dbb522c1f8a7c9d072e25900f6975596f883f4bebd77295d4f3",
+                "sha256:23c2b2dc5213810208ca0b80b8666670eb4660bbfd9d45f58592cc4ddcfd62e1",
+                "sha256:2c7e2fc25f89a49a11599ec1e76821322439d90820108309bf42130d2f36c983",
+                "sha256:2eb4728a18dcd2908c7fccf74a982e241b467d178724545a48d0caf534b38ebf",
+                "sha256:34600ab34ebf1131a7613a260a61dbe8b62c188ec0ea4c296da7c9a06b004133",
+                "sha256:39ff73ec07be5e90330cc6ff5705c651ace83374189dcdcb46e6ff54b4a72cd6",
+                "sha256:404d681c698e3c8a40a61d0cd9412cc7364ab9a9cc6e144ae2992e11a2e77a20",
+                "sha256:40cecc4ea5abd2921682b57532baea5588cc5f80f0231c624056b146887274d2",
+                "sha256:430a63bae10b5086995db1b02694996336e5a8ac9a96b4200572b413dfdfccb9",
+                "sha256:4930255e28ff5545e2ca404637bcc56f031893142773b3468dc021c6c32a1390",
+                "sha256:6021910b086b3ca756755e86ddc64e0ddafd5e58e076c72cb1585162e5ad259b",
+                "sha256:625466edd01d43b75b1883a64d859168e4556261a5035b32f9d743b67ef44634",
+                "sha256:75651c14fde635e680496148a8526b328e09fe0572d9ae9b638648c46a544ba3",
+                "sha256:84141f722d45d0c2a89544dd29d35b3abfc13d2250ed7e68394eda7564bd6324",
+                "sha256:8adff9f138fc614347ff33812046787f7d43b3cef7c0f0171b3340cae333f6ca",
+                "sha256:951805d146922aed8357e4cc5671b8b0b9be1027f0619cea132a9f3f65f2f09c",
+                "sha256:9efc0acbbffb5236fbdf0409c04edce96bec4bdaa649d49985427bd1ec73e085",
+                "sha256:9ff730713d4c4f2f1c860e36c005c7cefc1c7c80c21c0688fd605aa43c9fcf09",
+                "sha256:a6872d695c896f00df46b71648eea332279ef4077a409e2fe94220208b6bb675",
+                "sha256:b198687ca9c8529662213538a9bb1e60fa0bf0f6af89292eb68fea28743fcd5a",
+                "sha256:b9d8c3187be7479ea5c3d30c32a5d73d62a621166675063b2edd21bc47614027",
+                "sha256:ba24af48643b12ffe49b27065d3babd52702d95ab70f50e1b34f71ca703e2c0d",
+                "sha256:bb32dc743b52467d488e7a7c8039b821da2826a9ba4f85b89ea95274f863280f",
+                "sha256:bb3be958022198531eb7ec2008cfc78c5b1eed51af8600c6c5d9160d89d8d249",
+                "sha256:bf5be867a0541a9fb47a4be0c5790a4bccd5b77b92f0a59eeec9375fafc2aa14",
+                "sha256:c06f6f144ad0a1bf84699aeea7eff6068ca5c63ceb404798198af7eb86082e33",
+                "sha256:c6da97aeb6a6d233fb6b17986234cc723b396b50a3c6804776351994f2a658fd",
+                "sha256:e0f51973ba93a9f97185049326d75b942b9aeb472bec616a129806facb129ebb",
+                "sha256:e1991bbb96f4050b09b5f811253c4f3cf05ee89a589379aa36cd623f21a31d6f",
+                "sha256:e5f08eb9a445d07720776df6e641975665c9ea12c9d8a331e0f6890f2dcd76ef",
+                "sha256:e78ad363ddb873a631e92a3c063ade1ecfb34cae71e9a2be6ad100f875ac1042",
+                "sha256:ed16339bc354a73e0a609df36d256672c7d296f3f767ac07257801aa064ff73c",
+                "sha256:f4dd97c19bd06bc557ad787a15b6489d2614ddaab5d104a0310eb314c724b2d2",
+                "sha256:f925f1ef673b4bd0271b1809b72b3270384f2b7d9d14a189b12b7fc02574d575",
+                "sha256:f95a2aef32614ed86216d3c450ab12a4e82084e8102e355707a1d96e33d51c34",
+                "sha256:fa07e138b3f6c04addfeaf56cc7fdb96c3b68a3fe5e5401251f231fce40a0d7a",
+                "sha256:fa35c266c8cd1a67d75971a1912b185b492d257092bdd2709bbdebe574ed228d"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.9'",
-            "version": "==2.1.4"
+            "version": "==2.3.0"
         },
         "parameterized": {
             "hashes": [