diff --git a/Pipfile.lock b/Pipfile.lock
index 9aa2aa4..cadf111 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -18,19 +18,19 @@
     "default": {
         "altair": {
             "hashes": [
-                "sha256:5a268b1a0983b23d8f9129f819f956174aa7aea2719ed55a52eba9979b9f6675",
-                "sha256:7084a1dab4d83c5e7e5246b92dc1b4451a6c68fd057f3716ee9d315c8980e59a"
+                "sha256:0ce8c2e66546cb327e5f2d7572ec0e7c6feece816203215613962f0ec1d76a82",
+                "sha256:0fb130b8297a569d08991fb6fe763582e7569f8a04643bbd9212436e3be04aef"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==5.3.0"
+            "version": "==5.4.1"
         },
         "attrs": {
             "hashes": [
-                "sha256:377b47448cb61fea38533f671fba0d0f8a96fd58facd4dc518e3dac9dbea0905",
-                "sha256:adbdec84af72d38be7628e353a09b6a6790d15cd71819f6e9d7b0faa8a125745"
+                "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346",
+                "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==24.1.0"
+            "version": "==24.2.0"
         },
         "blinker": {
             "hashes": [
@@ -42,19 +42,19 @@
         },
         "cachetools": {
             "hashes": [
-                "sha256:3ae3b49a3d5e28a77a0be2b37dbcb89005058959cb2323858c2657c4a8cab474",
-                "sha256:b8adc2e7c07f105ced7bc56dbb6dfbe7c4a00acce20e2227b3f355be89bc6827"
+                "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292",
+                "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==5.4.0"
+            "version": "==5.5.0"
         },
         "certifi": {
             "hashes": [
-                "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b",
-                "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"
+                "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8",
+                "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2024.7.4"
+            "version": "==2024.8.30"
         },
         "charset-normalizer": {
             "hashes": [
@@ -178,11 +178,11 @@
         },
         "idna": {
             "hashes": [
-                "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc",
-                "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"
+                "sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac",
+                "sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603"
             ],
-            "markers": "python_version >= '3.5'",
-            "version": "==3.7"
+            "markers": "python_version >= '3.6'",
+            "version": "==3.8"
         },
         "importlib-metadata": {
             "hashes": [
@@ -298,56 +298,71 @@
             "markers": "python_version >= '3.7'",
             "version": "==0.1.2"
         },
-        "numpy": {
+        "narwhals": {
             "hashes": [
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-                "sha256:4658c398d65d1b25e1760de3157011a80375da861709abd7cef3bad65d6543f9",
-                "sha256:485b87235796410c3519a699cfe1faab097e509e90ebb05dcd098db2ae87e7b3",
-                "sha256:529af13c5f4b7a932fb0e1911d3a75da204eff023ee5e0e79c1751564221a5c8",
-                "sha256:5a3d94942c331dd4e0e1147f7a8699a4aa47dffc11bf8a1523c12af8b2e91bbe",
-                "sha256:5daab361be6ddeb299a918a7c0864fa8618af66019138263247af405018b04e1",
-                "sha256:61728fba1e464f789b11deb78a57805c70b2ed02343560456190d0501ba37b0f",
-                "sha256:6790654cb13eab303d8402354fabd47472b24635700f631f041bd0b65e37298a",
-                "sha256:69ff563d43c69b1baba77af455dd0a839df8d25e8590e79c90fcbe1499ebde42",
-                "sha256:6bf4e6f4a2a2e26655717a1983ef6324f2664d7011f6ef7482e8c0b3d51e82ac",
-                "sha256:6e4eeb6eb2fced786e32e6d8df9e755ce5be920d17f7ce00bc38fcde8ccdbf9e",
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-                "sha256:75b4e316c5902d8163ef9d423b1c3f2f6252226d1aa5cd8a0a03a7d01ffc6268",
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-                "sha256:7d6fddc5fe258d3328cd8e3d7d3e02234c5d70e01ebe377a6ab92adb14039cb4",
-                "sha256:81b0893a39bc5b865b8bf89e9ad7807e16717f19868e9d234bdaf9b1f1393868",
-                "sha256:8efc84f01c1cd7e34b3fb310183e72fcdf55293ee736d679b6d35b35d80bba26",
-                "sha256:8fae4ebbf95a179c1156fab0b142b74e4ba4204c87bde8d3d8b6f9c34c5825ef",
-                "sha256:99d0d92a5e3613c33a5f01db206a33f8fdf3d71f2912b0de1739894668b7a93b",
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-                "sha256:bb2124fdc6e62baae159ebcfa368708867eb56806804d005860b6007388df171",
-                "sha256:bfc085b28d62ff4009364e7ca34b80a9a080cbd97c2c0630bb5f7f770dae9414",
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-                "sha256:ea2326a4dca88e4a274ba3a4405eb6c6467d3ffbd8c7d38632502eaae3820587",
-                "sha256:eacf3291e263d5a67d8c1a581a8ebbcfd6447204ef58828caf69a5e3e8c75990",
-                "sha256:ec87f5f8aca726117a1c9b7083e7656a9d0d606eec7299cc067bb83d26f16e0c",
-                "sha256:f1659887361a7151f89e79b276ed8dff3d75877df906328f14d8bb40bb4f5101",
-                "sha256:f9cf5ea551aec449206954b075db819f52adc1638d46a6738253a712d553c7b4"
+                "sha256:0b0d12f994ac7832c70af29241c32a4f7afddc1cf669f40f6318533d52204595",
+                "sha256:4ec5b248998ae552491bc1f497448e94f0f539f5664428a31ddf662c5d46c244"
             ],
-            "markers": "python_version >= '3.9'",
-            "version": "==2.0.1"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.6.0"
+        },
+        "numpy": {
+            "hashes": [
+                "sha256:08801848a40aea24ce16c2ecde3b756f9ad756586fb2d13210939eb69b023f5b",
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+                "sha256:10e2350aea18d04832319aac0f887d5fcec1b36abd485d14f173e3e900b83e33",
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+                "sha256:24003ba8ff22ea29a8c306e61d316ac74111cebf942afbf692df65509a05f111",
+                "sha256:30014b234f07b5fec20f4146f69e13cfb1e33ee9a18a1879a0142fbb00d47673",
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+                "sha256:378cb4f24c7d93066ee4103204f73ed046eb88f9ad5bb2275bb9fa0f6a02bd36",
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+                "sha256:e5f0642cdf4636198a4990de7a71b693d824c56a757862230454629cf62e323d",
+                "sha256:f07fa2f15dabe91259828ce7d71b5ca9e2eb7c8c26baa822c825ce43552f4883",
+                "sha256:f15976718c004466406342789f31b6673776360f3b1e3c575f25302d7e789575",
+                "sha256:f358ea9e47eb3c2d6eba121ab512dfff38a88db719c38d1e67349af210bc7529",
+                "sha256:f505264735ee074250a9c78247ee8618292091d9d1fcc023290e9ac67e8f1afa",
+                "sha256:f5ebbf9fbdabed208d4ecd2e1dfd2c0741af2f876e7ae522c2537d404ca895c3",
+                "sha256:f6b26e6c3b98adb648243670fddc8cab6ae17473f9dc58c51574af3e64d61211",
+                "sha256:f8e93a01a35be08d31ae33021e5268f157a2d60ebd643cfc15de6ab8e4722eb1",
+                "sha256:fe76d75b345dc045acdbc006adcb197cc680754afd6c259de60d358d60c93736",
+                "sha256:ffbd6faeb190aaf2b5e9024bac9622d2ee549b7ec89ef3a9373fa35313d44e0e"
+            ],
+            "markers": "python_version >= '3.10'",
+            "version": "==2.1.0"
         },
         "packaging": {
             "hashes": [
@@ -480,20 +495,20 @@
         },
         "protobuf": {
             "hashes": [
-                "sha256:043853dcb55cc262bf2e116215ad43fa0859caab79bb0b2d31b708f128ece035",
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+                "sha256:6d7cc9e60f976cf3e873acb9a40fed04afb5d224608ed5c1a105db4a3f09c5b6",
+                "sha256:853db610214e77ee817ecf0514e0d1d052dff7f63a0c157aa6eabae98db8a8de",
+                "sha256:d001a73c8bc2bf5b5c1360d59dd7573744e163b3607fa92788b7f3d5fefbd9a5",
+                "sha256:dde74af0fa774fa98892209992295adbfb91da3fa98c8f67a88afe8f5a349add",
+                "sha256:dde9fcaa24e7a9654f4baf2a55250b13a5ea701493d904c54069776b99a8216b",
+                "sha256:eef7a8a2f4318e2cb2dee8666d26e58eaf437c14788f3a2911d0c3da40405ae8"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==5.27.3"
+            "version": "==5.28.0"
         },
         "pyarrow": {
             "hashes": [
@@ -602,120 +617,120 @@
         },
         "rich": {
             "hashes": [
-                "sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222",
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+                "sha256:a5ac1f1cd448ade0d59cc3356f7db7a7ccda2c8cbae9c7a90c28ff463d3e91f4"
             ],
             "markers": "python_full_version >= '3.7.0'",
-            "version": "==13.7.1"
+            "version": "==13.8.0"
         },
         "rpds-py": {
             "hashes": [
-                "sha256:01227f8b3e6c8961490d869aa65c99653df80d2f0a7fde8c64ebddab2b9b02fd",
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@@ -735,12 +750,12 @@
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