diff --git a/tutorials/AccountAbstraction.ipynb b/tutorials/AccountAbstraction.ipynb
new file mode 100644
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--- /dev/null
+++ b/tutorials/AccountAbstraction.ipynb
@@ -0,0 +1,1758 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "41b714c9-c749-4d0d-ad59-71e0c035d325",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# ! uv pip install pyoso"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "5935ecbf-e957-45d2-aed5-aa765adefbad",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from dotenv import load_dotenv\n",
+ "import matplotlib.dates as mdates\n",
+ "import os\n",
+ "import pandas as pd\n",
+ "from pyoso import Client\n",
+ "\n",
+ "load_dotenv()\n",
+ "\n",
+ "OSO_API_KEY = os.environ['OSO_API_KEY']\n",
+ "client = Client(api_key=OSO_API_KEY)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "fc66a619-2714-4253-80b9-0c639015bbb3",
+ "metadata": {},
+ "source": [
+ "# Step 1: Query the primary source models for 4337 data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "c9edc7a4-19d1-443c-bc01-ced2c6ffda65",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " chain | \n",
+ " block_timestamp | \n",
+ " transaction_hash | \n",
+ " userop_hash | \n",
+ " method_id | \n",
+ " from_address | \n",
+ " to_address | \n",
+ " bundler_address | \n",
+ " paymaster_address | \n",
+ " userop_gas_cost | \n",
+ " userop_gas_used | \n",
+ " value | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 0 | \n",
+ " WORLDCHAIN | \n",
+ " 2025-07-15 23:59:59.000 | \n",
+ " 0x2bd8cca2d062695d413f984a807b332b4d008c31f817... | \n",
+ " 0x2334be379707f1bb3763e58c5cde234b7d43d17db2ec... | \n",
+ " 0x7bb37428 | \n",
+ " 0x0c5433b60f8a3d17d745dcf6595a066280d4fb94 | \n",
+ " 0x75cf11467937ce3f2f357ce24ffc3dbf8fd5c226 | \n",
+ " 0x08f9d9ed674c8cc0fae04fd24a5a22a973682cce | \n",
+ " 0xef725aa22d43ea69fb22be2ebe6eca205a6bcf5b | \n",
+ " 193942311600 | \n",
+ " 1563950 | \n",
+ " 0.000000000000000000 | \n",
+ "
\n",
+ " \n",
+ " | 1 | \n",
+ " WORLDCHAIN | \n",
+ " 2025-07-15 23:59:59.000 | \n",
+ " 0xee2cd146b3c9dd4c500da78dfc4076ea6248c698d8eb... | \n",
+ " 0x58ee3bb8e3fe288fb33298c68b394585abd6d94e5b30... | \n",
+ " 0x7bb37428 | \n",
+ " 0xab6c56b44630eefe024def29cc22d14b5667d984 | \n",
+ " 0x75cf11467937ce3f2f357ce24ffc3dbf8fd5c226 | \n",
+ " 0x3f0fddb9f9c6863a729f49ddc5fa7f6fdcab59a1 | \n",
+ " 0xef725aa22d43ea69fb22be2ebe6eca205a6bcf5b | \n",
+ " 188195408856 | \n",
+ " 1517607 | \n",
+ " 0.000000000000000000 | \n",
+ "
\n",
+ " \n",
+ " | 2 | \n",
+ " WORLDCHAIN | \n",
+ " 2025-07-15 23:59:59.000 | \n",
+ " 0x473f6af3261487bb265ca540158d5fcf64e606e04c95... | \n",
+ " 0xdce663ae82454eb04980b57294c9bbd37bac028e806e... | \n",
+ " 0x7bb37428 | \n",
+ " 0x2961db04fdcc8d36b1f4b49a51ab5fdfabcc8348 | \n",
+ " 0x75cf11467937ce3f2f357ce24ffc3dbf8fd5c226 | \n",
+ " 0x3d75430d3b4ebf09980bb6c8103f799b9ad33478 | \n",
+ " 0xef725aa22d43ea69fb22be2ebe6eca205a6bcf5b | \n",
+ " 191681273736 | \n",
+ " 1545717 | \n",
+ " 0.000000000000000000 | \n",
+ "
\n",
+ " \n",
+ " | 3 | \n",
+ " WORLDCHAIN | \n",
+ " 2025-07-15 23:59:59.000 | \n",
+ " 0xe3bdda99d1c2be910a57c74257ebc5c83ce47e7ae118... | \n",
+ " 0x6cc43ab36789eef8b3f29bd5889f26d3198796df94db... | \n",
+ " 0x7bb37428 | \n",
+ " 0x8ceb06229fae4b55c80101c11e0e4c87089d8615 | \n",
+ " 0x75cf11467937ce3f2f357ce24ffc3dbf8fd5c226 | \n",
+ " 0x2fbf4c11589b8a96a6da17a9c19cc51460aaec65 | \n",
+ " 0xef725aa22d43ea69fb22be2ebe6eca205a6bcf5b | \n",
+ " 248523564744 | \n",
+ " 2004093 | \n",
+ " 0.000000000000000000 | \n",
+ "
\n",
+ " \n",
+ " | 4 | \n",
+ " WORLDCHAIN | \n",
+ " 2025-07-15 23:59:59.000 | \n",
+ " 0xa250dc5320894d5f27b374d8b4087b7fb7fe73a0a830... | \n",
+ " 0x5f4d1391797589f40e126fed8d105cbbc607db1df7d5... | \n",
+ " 0x7bb37428 | \n",
+ " 0x65fc2b334ec0b55d331411cbbe893b9603fdda0a | \n",
+ " 0x75cf11467937ce3f2f357ce24ffc3dbf8fd5c226 | \n",
+ " 0x21209abe8198443e533acc0af229f6901d633036 | \n",
+ " 0xef725aa22d43ea69fb22be2ebe6eca205a6bcf5b | \n",
+ " 124583273112 | \n",
+ " 1004639 | \n",
+ " 0.000000000000000000 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " chain block_timestamp \\\n",
+ "0 WORLDCHAIN 2025-07-15 23:59:59.000 \n",
+ "1 WORLDCHAIN 2025-07-15 23:59:59.000 \n",
+ "2 WORLDCHAIN 2025-07-15 23:59:59.000 \n",
+ "3 WORLDCHAIN 2025-07-15 23:59:59.000 \n",
+ "4 WORLDCHAIN 2025-07-15 23:59:59.000 \n",
+ "\n",
+ " transaction_hash \\\n",
+ "0 0x2bd8cca2d062695d413f984a807b332b4d008c31f817... \n",
+ "1 0xee2cd146b3c9dd4c500da78dfc4076ea6248c698d8eb... \n",
+ "2 0x473f6af3261487bb265ca540158d5fcf64e606e04c95... \n",
+ "3 0xe3bdda99d1c2be910a57c74257ebc5c83ce47e7ae118... \n",
+ "4 0xa250dc5320894d5f27b374d8b4087b7fb7fe73a0a830... \n",
+ "\n",
+ " userop_hash method_id \\\n",
+ "0 0x2334be379707f1bb3763e58c5cde234b7d43d17db2ec... 0x7bb37428 \n",
+ "1 0x58ee3bb8e3fe288fb33298c68b394585abd6d94e5b30... 0x7bb37428 \n",
+ "2 0xdce663ae82454eb04980b57294c9bbd37bac028e806e... 0x7bb37428 \n",
+ "3 0x6cc43ab36789eef8b3f29bd5889f26d3198796df94db... 0x7bb37428 \n",
+ "4 0x5f4d1391797589f40e126fed8d105cbbc607db1df7d5... 0x7bb37428 \n",
+ "\n",
+ " from_address \\\n",
+ "0 0x0c5433b60f8a3d17d745dcf6595a066280d4fb94 \n",
+ "1 0xab6c56b44630eefe024def29cc22d14b5667d984 \n",
+ "2 0x2961db04fdcc8d36b1f4b49a51ab5fdfabcc8348 \n",
+ "3 0x8ceb06229fae4b55c80101c11e0e4c87089d8615 \n",
+ "4 0x65fc2b334ec0b55d331411cbbe893b9603fdda0a \n",
+ "\n",
+ " to_address \\\n",
+ "0 0x75cf11467937ce3f2f357ce24ffc3dbf8fd5c226 \n",
+ "1 0x75cf11467937ce3f2f357ce24ffc3dbf8fd5c226 \n",
+ "2 0x75cf11467937ce3f2f357ce24ffc3dbf8fd5c226 \n",
+ "3 0x75cf11467937ce3f2f357ce24ffc3dbf8fd5c226 \n",
+ "4 0x75cf11467937ce3f2f357ce24ffc3dbf8fd5c226 \n",
+ "\n",
+ " bundler_address \\\n",
+ "0 0x08f9d9ed674c8cc0fae04fd24a5a22a973682cce \n",
+ "1 0x3f0fddb9f9c6863a729f49ddc5fa7f6fdcab59a1 \n",
+ "2 0x3d75430d3b4ebf09980bb6c8103f799b9ad33478 \n",
+ "3 0x2fbf4c11589b8a96a6da17a9c19cc51460aaec65 \n",
+ "4 0x21209abe8198443e533acc0af229f6901d633036 \n",
+ "\n",
+ " paymaster_address userop_gas_cost \\\n",
+ "0 0xef725aa22d43ea69fb22be2ebe6eca205a6bcf5b 193942311600 \n",
+ "1 0xef725aa22d43ea69fb22be2ebe6eca205a6bcf5b 188195408856 \n",
+ "2 0xef725aa22d43ea69fb22be2ebe6eca205a6bcf5b 191681273736 \n",
+ "3 0xef725aa22d43ea69fb22be2ebe6eca205a6bcf5b 248523564744 \n",
+ "4 0xef725aa22d43ea69fb22be2ebe6eca205a6bcf5b 124583273112 \n",
+ "\n",
+ " userop_gas_used value \n",
+ "0 1563950 0.000000000000000000 \n",
+ "1 1517607 0.000000000000000000 \n",
+ "2 1545717 0.000000000000000000 \n",
+ "3 2004093 0.000000000000000000 \n",
+ "4 1004639 0.000000000000000000 "
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Preview the 4337 trace data\n",
+ "client.to_pandas(\"\"\"\n",
+ "SELECT *\n",
+ "FROM stg_superchain__4337_traces\n",
+ "ORDER BY block_timestamp DESC\n",
+ "LIMIT 5\n",
+ "\"\"\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "a0453a31-c60f-4a33-88ca-1bfcff3dfcba",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " block_timestamp | \n",
+ " transaction_hash | \n",
+ " log_index | \n",
+ " userop_hash | \n",
+ " sender_address | \n",
+ " paymaster_address | \n",
+ " contract_address | \n",
+ " userop_gas_price | \n",
+ " userop_gas_used | \n",
+ " chain | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 0 | \n",
+ " 2025-07-15 23:59:59.000 | \n",
+ " 0x6c1a2829ff884fb53a4e88c8c38e707105e6f63770ef... | \n",
+ " 353 | \n",
+ " 0x0a4f04192639e2723c98a7e53257c4470c645e342c8e... | \n",
+ " 0x7c8d2a65057e4d6375e2142e975e597f2637a5a9 | \n",
+ " 0x0000000000000000000000000000000000000000 | \n",
+ " 0x0000000071727de22e5e9d8baf0edac6f37da032 | \n",
+ " 827452438482 | \n",
+ " 133073 | \n",
+ " BASE | \n",
+ "
\n",
+ " \n",
+ " | 1 | \n",
+ " 2025-07-15 23:59:59.000 | \n",
+ " 0x3fd83e52658035893398704b5003116b45cadeffedaf... | \n",
+ " 453 | \n",
+ " 0x7a58c36ae8da5fa0d2bfd9d21d23ffe65591b067ede1... | \n",
+ " 0x4888c3ed39106f63ed05565a0c01ffb59020aad9 | \n",
+ " 0x0000000000000000000000000000000000000000 | \n",
+ " 0x0000000071727de22e5e9d8baf0edac6f37da032 | \n",
+ " 4600364027914 | \n",
+ " 751321 | \n",
+ " BASE | \n",
+ "
\n",
+ " \n",
+ " | 2 | \n",
+ " 2025-07-15 23:59:59.000 | \n",
+ " 0x9ba9f3dbcd7b88409848909fc4b632bcc45830de1cb4... | \n",
+ " 312 | \n",
+ " 0xece684208fd4bd7fa613311d9c17f67be95040c15b91... | \n",
+ " 0x14fb08976ee402358aaff87bb48ea215285d5aab | \n",
+ " 0x0000000000000000000000000000000000000000 | \n",
+ " 0x0000000071727de22e5e9d8baf0edac6f37da032 | \n",
+ " 773156565594 | \n",
+ " 124341 | \n",
+ " BASE | \n",
+ "
\n",
+ " \n",
+ " | 3 | \n",
+ " 2025-07-15 23:59:59.000 | \n",
+ " 0x0039d459336ade987105a20c097a86bca3d2369767ac... | \n",
+ " 260 | \n",
+ " 0x7c717910d40bcdb89d69c6dd5737b02b21d9290cde5c... | \n",
+ " 0x57caad23f164ad6b3ee6ff60d96256eed491548e | \n",
+ " 0xef725aa22d43ea69fb22be2ebe6eca205a6bcf5b | \n",
+ " 0x0000000071727de22e5e9d8baf0edac6f37da032 | \n",
+ " 122613530040 | \n",
+ " 988755 | \n",
+ " WORLDCHAIN | \n",
+ "
\n",
+ " \n",
+ " | 4 | \n",
+ " 2025-07-15 23:59:59.000 | \n",
+ " 0x98d5e008fd8d9356fe84b32c421cc325e7321ac18012... | \n",
+ " 56 | \n",
+ " 0x934856c0494ca0e8d932e8efe3b2c43cea4f4072de54... | \n",
+ " 0xe94a93a8fa1949b616dcaed8f6644a180f53612c | \n",
+ " 0x777777777777aec03fd955926dbf81597e66834c | \n",
+ " 0x0000000071727de22e5e9d8baf0edac6f37da032 | \n",
+ " 941832843812 | \n",
+ " 153818 | \n",
+ " BASE | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " block_timestamp transaction_hash \\\n",
+ "0 2025-07-15 23:59:59.000 0x6c1a2829ff884fb53a4e88c8c38e707105e6f63770ef... \n",
+ "1 2025-07-15 23:59:59.000 0x3fd83e52658035893398704b5003116b45cadeffedaf... \n",
+ "2 2025-07-15 23:59:59.000 0x9ba9f3dbcd7b88409848909fc4b632bcc45830de1cb4... \n",
+ "3 2025-07-15 23:59:59.000 0x0039d459336ade987105a20c097a86bca3d2369767ac... \n",
+ "4 2025-07-15 23:59:59.000 0x98d5e008fd8d9356fe84b32c421cc325e7321ac18012... \n",
+ "\n",
+ " log_index userop_hash \\\n",
+ "0 353 0x0a4f04192639e2723c98a7e53257c4470c645e342c8e... \n",
+ "1 453 0x7a58c36ae8da5fa0d2bfd9d21d23ffe65591b067ede1... \n",
+ "2 312 0xece684208fd4bd7fa613311d9c17f67be95040c15b91... \n",
+ "3 260 0x7c717910d40bcdb89d69c6dd5737b02b21d9290cde5c... \n",
+ "4 56 0x934856c0494ca0e8d932e8efe3b2c43cea4f4072de54... \n",
+ "\n",
+ " sender_address \\\n",
+ "0 0x7c8d2a65057e4d6375e2142e975e597f2637a5a9 \n",
+ "1 0x4888c3ed39106f63ed05565a0c01ffb59020aad9 \n",
+ "2 0x14fb08976ee402358aaff87bb48ea215285d5aab \n",
+ "3 0x57caad23f164ad6b3ee6ff60d96256eed491548e \n",
+ "4 0xe94a93a8fa1949b616dcaed8f6644a180f53612c \n",
+ "\n",
+ " paymaster_address \\\n",
+ "0 0x0000000000000000000000000000000000000000 \n",
+ "1 0x0000000000000000000000000000000000000000 \n",
+ "2 0x0000000000000000000000000000000000000000 \n",
+ "3 0xef725aa22d43ea69fb22be2ebe6eca205a6bcf5b \n",
+ "4 0x777777777777aec03fd955926dbf81597e66834c \n",
+ "\n",
+ " contract_address userop_gas_price \\\n",
+ "0 0x0000000071727de22e5e9d8baf0edac6f37da032 827452438482 \n",
+ "1 0x0000000071727de22e5e9d8baf0edac6f37da032 4600364027914 \n",
+ "2 0x0000000071727de22e5e9d8baf0edac6f37da032 773156565594 \n",
+ "3 0x0000000071727de22e5e9d8baf0edac6f37da032 122613530040 \n",
+ "4 0x0000000071727de22e5e9d8baf0edac6f37da032 941832843812 \n",
+ "\n",
+ " userop_gas_used chain \n",
+ "0 133073 BASE \n",
+ "1 751321 BASE \n",
+ "2 124341 BASE \n",
+ "3 988755 WORLDCHAIN \n",
+ "4 153818 BASE "
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Preview the 4337 logs data\n",
+ "client.to_pandas(\"\"\"\n",
+ "SELECT *\n",
+ "FROM stg_superchain__4337_userop_logs\n",
+ "ORDER BY block_timestamp DESC\n",
+ "LIMIT 5\n",
+ "\"\"\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "7d668439-67c9-4509-8d12-65903318d7d8",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " id | \n",
+ " chain_id | \n",
+ " address | \n",
+ " tag_id | \n",
+ " tag_value | \n",
+ " attester | \n",
+ " time_created | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 0 | \n",
+ " 0xa9e84423b769311a8633aa54eca62d745b091bffebe7... | \n",
+ " eip155:42161 | \n",
+ " 0x0a61405d5ca0d42cdba2ddd4d46f0885c1396157 | \n",
+ " deployer_address | \n",
+ " 0x93DCF5BEDCC2ED64DD986C75C19016B385CC3CC3 | \n",
+ " 0xa725646c05e6bb813d98c5abb4e72df4bcf00b56 | \n",
+ " 2025-02-11 17:42:57.000 | \n",
+ "
\n",
+ " \n",
+ " | 1 | \n",
+ " 0x872b34f926e042f7ac1cf6c8d6c1cafb4a1ebbe4d9ce... | \n",
+ " eip155:10 | \n",
+ " 0x07c58fbb4c6f266ef9027df7f91abc13c85df3b3 | \n",
+ " usage_category | \n",
+ " fungible_tokens | \n",
+ " 0xa725646c05e6bb813d98c5abb4e72df4bcf00b56 | \n",
+ " 2025-02-11 17:34:32.000 | \n",
+ "
\n",
+ " \n",
+ " | 2 | \n",
+ " 0xe4daebb8183759f1b03f3b22cca060a3f92b03c40877... | \n",
+ " eip155:42161 | \n",
+ " 0x06a489a4dcc695f86c969219db34cd8c1e47a07b | \n",
+ " deployment_tx | \n",
+ " 0xD067C366E738D6E96F9B6CD1BC429E07C825ABD17ED9... | \n",
+ " 0xa725646c05e6bb813d98c5abb4e72df4bcf00b56 | \n",
+ " 2025-02-11 17:31:02.000 | \n",
+ "
\n",
+ " \n",
+ " | 3 | \n",
+ " 0xd228bfd915e2af94e0a40bb7b9ffa227792c47d6b27c... | \n",
+ " eip155:42161 | \n",
+ " 0x04abf34b4d04d8b8bf53f24bb2324f7659a5a83c | \n",
+ " deployer_address | \n",
+ " 0x0767FD466592EA64525107C31289F08AD208AFBB | \n",
+ " 0xa725646c05e6bb813d98c5abb4e72df4bcf00b56 | \n",
+ " 2025-02-11 17:24:23.000 | \n",
+ "
\n",
+ " \n",
+ " | 4 | \n",
+ " 0xf56f54343a9cd7df53be348df245a34010e430d4d9d1... | \n",
+ " eip155:10 | \n",
+ " 0xefc0403c2d7ad01bc1595164be5cf595f2053419 | \n",
+ " deployer_address | \n",
+ " 0xEFF1E334D0A79EF58E51837A3B22A51D6E36A80E | \n",
+ " 0xa725646c05e6bb813d98c5abb4e72df4bcf00b56 | \n",
+ " 2025-04-09 22:00:17.000 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " id chain_id \\\n",
+ "0 0xa9e84423b769311a8633aa54eca62d745b091bffebe7... eip155:42161 \n",
+ "1 0x872b34f926e042f7ac1cf6c8d6c1cafb4a1ebbe4d9ce... eip155:10 \n",
+ "2 0xe4daebb8183759f1b03f3b22cca060a3f92b03c40877... eip155:42161 \n",
+ "3 0xd228bfd915e2af94e0a40bb7b9ffa227792c47d6b27c... eip155:42161 \n",
+ "4 0xf56f54343a9cd7df53be348df245a34010e430d4d9d1... eip155:10 \n",
+ "\n",
+ " address tag_id \\\n",
+ "0 0x0a61405d5ca0d42cdba2ddd4d46f0885c1396157 deployer_address \n",
+ "1 0x07c58fbb4c6f266ef9027df7f91abc13c85df3b3 usage_category \n",
+ "2 0x06a489a4dcc695f86c969219db34cd8c1e47a07b deployment_tx \n",
+ "3 0x04abf34b4d04d8b8bf53f24bb2324f7659a5a83c deployer_address \n",
+ "4 0xefc0403c2d7ad01bc1595164be5cf595f2053419 deployer_address \n",
+ "\n",
+ " tag_value \\\n",
+ "0 0x93DCF5BEDCC2ED64DD986C75C19016B385CC3CC3 \n",
+ "1 fungible_tokens \n",
+ "2 0xD067C366E738D6E96F9B6CD1BC429E07C825ABD17ED9... \n",
+ "3 0x0767FD466592EA64525107C31289F08AD208AFBB \n",
+ "4 0xEFF1E334D0A79EF58E51837A3B22A51D6E36A80E \n",
+ "\n",
+ " attester time_created \n",
+ "0 0xa725646c05e6bb813d98c5abb4e72df4bcf00b56 2025-02-11 17:42:57.000 \n",
+ "1 0xa725646c05e6bb813d98c5abb4e72df4bcf00b56 2025-02-11 17:34:32.000 \n",
+ "2 0xa725646c05e6bb813d98c5abb4e72df4bcf00b56 2025-02-11 17:31:02.000 \n",
+ "3 0xa725646c05e6bb813d98c5abb4e72df4bcf00b56 2025-02-11 17:24:23.000 \n",
+ "4 0xa725646c05e6bb813d98c5abb4e72df4bcf00b56 2025-04-09 22:00:17.000 "
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Preview the Open Labels Initative address data\n",
+ "client.to_pandas(\"\"\"\n",
+ "SELECT * \n",
+ "FROM stg_openlabelsinitiative__labels_decoded\n",
+ "LIMIT 5\n",
+ "\"\"\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "c22a1d2b-5627-44e5-94ca-381e61774df2",
+ "metadata": {},
+ "source": [
+ "# Step 2: Label 4337 events by owner of the paymaster"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "51fd0ba7-bf22-447d-b107-1d99474d9522",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " address | \n",
+ " owner_project | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 41 | \n",
+ " 0x474ea64bedde53aad1084210bd60eef2989bf80f | \n",
+ " stackup | \n",
+ "
\n",
+ " \n",
+ " | 42 | \n",
+ " 0xef725aa22d43ea69fb22be2ebe6eca205a6bcf5b | \n",
+ " alchemy | \n",
+ "
\n",
+ " \n",
+ " | 43 | \n",
+ " 0xa312d8d37be746bd09cbd9e9ba2ef16bc7da48ff | \n",
+ " blocto | \n",
+ "
\n",
+ " \n",
+ " | 44 | \n",
+ " 0x2faeb0760d4230ef2ac21496bb4f0b47d634fd4c | \n",
+ " coinbase | \n",
+ "
\n",
+ " \n",
+ " | 45 | \n",
+ " 0x0000000000000039cd5e8ae05257ce51c473ddd1 | \n",
+ " pimlico | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " address owner_project\n",
+ "41 0x474ea64bedde53aad1084210bd60eef2989bf80f stackup\n",
+ "42 0xef725aa22d43ea69fb22be2ebe6eca205a6bcf5b alchemy\n",
+ "43 0xa312d8d37be746bd09cbd9e9ba2ef16bc7da48ff blocto\n",
+ "44 0x2faeb0760d4230ef2ac21496bb4f0b47d634fd4c coinbase\n",
+ "45 0x0000000000000039cd5e8ae05257ce51c473ddd1 pimlico"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df_known_paymsters = client.to_pandas(\"\"\"\n",
+ "WITH paymasters AS (\n",
+ " SELECT address\n",
+ " FROM stg_openlabelsinitiative__labels_decoded\n",
+ " WHERE tag_id = 'is_paymaster'\n",
+ ")\n",
+ "SELECT\n",
+ " address,\n",
+ " MIN(tag_value) AS owner_project\n",
+ "FROM stg_openlabelsinitiative__labels_decoded\n",
+ "WHERE\n",
+ " tag_id = 'owner_project'\n",
+ " AND address IN (SELECT address FROM paymasters)\n",
+ "GROUP BY 1\n",
+ "\"\"\")\n",
+ "\n",
+ "df_known_paymsters.tail()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "861d9f25-a6b4-42fa-a0da-bc662cfa01e2",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "owner_project\n",
+ "pimlico 14\n",
+ "candide 5\n",
+ "alchemy 4\n",
+ "circle 4\n",
+ "biconomy 3\n",
+ "coinbase 3\n",
+ "etherspot 3\n",
+ "stackup 3\n",
+ "0xsend 2\n",
+ "nani 2\n",
+ "blocto 1\n",
+ "cometh 1\n",
+ "particle 1\n",
+ "Name: address, dtype: int64"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df_known_paymsters.groupby('owner_project')['address'].nunique().sort_values(ascending=False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "8f46261d-f953-4902-b3a4-4876e9c52952",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " bucket_day | \n",
+ " owner_project | \n",
+ " chain | \n",
+ " userops_count | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " | 9509 | \n",
+ " 2025-07-14 00:00:00.000 | \n",
+ " alchemy | \n",
+ " ZORA | \n",
+ " 24 | \n",
+ "
\n",
+ " \n",
+ " | 9510 | \n",
+ " 2025-07-14 00:00:00.000 | \n",
+ " pimlico | \n",
+ " ZORA | \n",
+ " 254 | \n",
+ "
\n",
+ " \n",
+ " | 9511 | \n",
+ " 2025-01-19 00:00:00.000 | \n",
+ " candide | \n",
+ " OPTIMISM | \n",
+ " 5 | \n",
+ "
\n",
+ " \n",
+ " | 9512 | \n",
+ " 2025-05-22 00:00:00.000 | \n",
+ " alchemy | \n",
+ " OPTIMISM | \n",
+ " 305 | \n",
+ "
\n",
+ " \n",
+ " | 9513 | \n",
+ " 2025-05-22 00:00:00.000 | \n",
+ " candide | \n",
+ " OPTIMISM | \n",
+ " 132 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " bucket_day owner_project chain userops_count\n",
+ "9509 2025-07-14 00:00:00.000 alchemy ZORA 24\n",
+ "9510 2025-07-14 00:00:00.000 pimlico ZORA 254\n",
+ "9511 2025-01-19 00:00:00.000 candide OPTIMISM 5\n",
+ "9512 2025-05-22 00:00:00.000 alchemy OPTIMISM 305\n",
+ "9513 2025-05-22 00:00:00.000 candide OPTIMISM 132"
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df_ops = client.to_pandas(\"\"\"\n",
+ "WITH paymasters AS (\n",
+ " SELECT address\n",
+ " FROM stg_openlabelsinitiative__labels_decoded\n",
+ " WHERE tag_id = 'is_paymaster'\n",
+ "),\n",
+ "labeled_paymasters AS (\n",
+ " SELECT\n",
+ " address,\n",
+ " MIN(tag_value) AS owner_project\n",
+ " FROM stg_openlabelsinitiative__labels_decoded\n",
+ " WHERE\n",
+ " tag_id = 'owner_project'\n",
+ " AND address IN (SELECT address FROM paymasters)\n",
+ " GROUP BY 1\n",
+ ")\n",
+ "\n",
+ "SELECT\n",
+ " DATE_TRUNC('DAY', block_timestamp) AS bucket_day,\n",
+ " COALESCE(p.owner_project, 'unknown') AS owner_project,\n",
+ " chain,\n",
+ " COUNT(*) AS userops_count\n",
+ "FROM stg_superchain__4337_userop_logs AS logs\n",
+ "LEFT JOIN labeled_paymasters AS p ON logs.paymaster_address = p.address\n",
+ "GROUP BY 1,2,3\n",
+ "\"\"\")\n",
+ "\n",
+ "df_ops.tail()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "ec8d7767-d417-45dc-8879-d9398e55b98e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "df_ops['bucket_day'] = pd.to_datetime(df_ops['bucket_day'])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "4ef38929-ed0e-43c1-a87c-22b9bf942424",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | owner_project | \n",
+ " 0xsend | \n",
+ " alchemy | \n",
+ " biconomy | \n",
+ " candide | \n",
+ " circle | \n",
+ " coinbase | \n",
+ " cometh | \n",
+ " etherspot | \n",
+ " nani | \n",
+ " particle | \n",
+ " pimlico | \n",
+ " stackup | \n",
+ " unknown | \n",
+ "
\n",
+ " \n",
+ " | chain | \n",
+ " | \n",
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+ " | \n",
+ " | \n",
+ " | \n",
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+ " | \n",
+ " | \n",
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+ "
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+ " \n",
+ " \n",
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+ " | ARENAZ | \n",
+ " 0 | \n",
+ " 0 | \n",
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+ " \n",
+ " | BASE | \n",
+ " 999977 | \n",
+ " 5492212 | \n",
+ " 3071195 | \n",
+ " 4577 | \n",
+ " 21450 | \n",
+ " 14351046 | \n",
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+ " 42751 | \n",
+ " 12332807 | \n",
+ " 553 | \n",
+ " 36649151 | \n",
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+ " \n",
+ " | BOB | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 9271 | \n",
+ " 0 | \n",
+ " 1192 | \n",
+ "
\n",
+ " \n",
+ " | CYBER | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
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+ " 0 | \n",
+ " 0 | \n",
+ " 380 | \n",
+ " 0 | \n",
+ " 75 | \n",
+ "
\n",
+ " \n",
+ " | FRAX | \n",
+ " 0 | \n",
+ " 3822 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 9775 | \n",
+ "
\n",
+ " \n",
+ " | HAM | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 10 | \n",
+ "
\n",
+ " \n",
+ " | INK | \n",
+ " 0 | \n",
+ " 7872 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 6026 | \n",
+ " 0 | \n",
+ " 19973 | \n",
+ "
\n",
+ " \n",
+ " | LISK | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 15268 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 1010 | \n",
+ " 0 | \n",
+ " 1098 | \n",
+ "
\n",
+ " \n",
+ " | LYRA | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 3 | \n",
+ " 0 | \n",
+ " 179934 | \n",
+ "
\n",
+ " \n",
+ " | METAL | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 12 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ "
\n",
+ " \n",
+ " | MINT | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 9 | \n",
+ "
\n",
+ " \n",
+ " | MODE | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " 76033 | \n",
+ " 0 | \n",
+ " 3853 | \n",
+ "
\n",
+ " \n",
+ " | OPTIMISM | \n",
+ " 0 | \n",
+ " 86238 | \n",
+ " 40201 | \n",
+ " 6825 | \n",
+ " 24813 | \n",
+ " 0 | \n",
+ " 2 | \n",
+ " 54 | \n",
+ " 0 | \n",
+ " 3 | \n",
+ " 2264896 | \n",
+ " 47 | \n",
+ " 1921667 | \n",
+ "
\n",
+ " \n",
+ " | POLYNOMIAL | \n",
+ " 0 | \n",
+ " 203513 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 8147 | \n",
+ "
\n",
+ " \n",
+ " | RACE | \n",
+ " 0 | \n",
+ " 7237 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 7357 | \n",
+ "
\n",
+ " \n",
+ " | REDSTONE | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 73 | \n",
+ " 0 | \n",
+ " 4385520 | \n",
+ "
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+ " \n",
+ " | SHAPE | \n",
+ " 0 | \n",
+ " 8549 | \n",
+ " 0 | \n",
+ " 0 | \n",
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+ " 0 | \n",
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+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 8047 | \n",
+ "
\n",
+ " \n",
+ " | SONEIUM | \n",
+ " 0 | \n",
+ " 13052 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 297058 | \n",
+ " 0 | \n",
+ " 12497 | \n",
+ "
\n",
+ " \n",
+ " | SWELL | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 8 | \n",
+ " 0 | \n",
+ " 6 | \n",
+ "
\n",
+ " \n",
+ " | UNICHAIN | \n",
+ " 0 | \n",
+ " 7902 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 37948 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 22105 | \n",
+ " 0 | \n",
+ " 48719 | \n",
+ "
\n",
+ " \n",
+ " | WORLDCHAIN | \n",
+ " 0 | \n",
+ " 149156979 | \n",
+ " 0 | \n",
+ " 25 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 3 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 722 | \n",
+ " 0 | \n",
+ " 11023 | \n",
+ "
\n",
+ " \n",
+ " | XTERIO | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 3 | \n",
+ "
\n",
+ " \n",
+ " | ZORA | \n",
+ " 0 | \n",
+ " 4019 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 0 | \n",
+ " 379470 | \n",
+ " 0 | \n",
+ " 12617 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ "owner_project 0xsend alchemy biconomy candide circle coinbase cometh \\\n",
+ "chain \n",
+ "ARENAZ 0 0 0 0 0 0 0 \n",
+ "BASE 999977 5492212 3071195 4577 21450 14351046 715 \n",
+ "BOB 0 0 0 0 0 0 0 \n",
+ "CYBER 0 0 0 0 0 0 0 \n",
+ "FRAX 0 3822 0 0 0 0 0 \n",
+ "HAM 0 0 0 0 0 0 0 \n",
+ "INK 0 7872 0 0 0 0 0 \n",
+ "LISK 0 0 15268 0 0 0 0 \n",
+ "LYRA 0 0 0 0 0 0 0 \n",
+ "METAL 0 0 0 0 0 0 0 \n",
+ "MINT 0 0 0 0 0 0 0 \n",
+ "MODE 0 0 0 0 0 0 0 \n",
+ "OPTIMISM 0 86238 40201 6825 24813 0 2 \n",
+ "POLYNOMIAL 0 203513 0 0 0 0 0 \n",
+ "RACE 0 7237 0 0 0 0 0 \n",
+ "REDSTONE 0 0 0 0 0 0 0 \n",
+ "SHAPE 0 8549 0 0 0 0 0 \n",
+ "SONEIUM 0 13052 0 0 0 0 0 \n",
+ "SWELL 0 0 0 0 0 0 0 \n",
+ "UNICHAIN 0 7902 0 0 37948 0 0 \n",
+ "WORLDCHAIN 0 149156979 0 25 0 0 3 \n",
+ "XTERIO 0 0 0 0 0 0 0 \n",
+ "ZORA 0 4019 0 0 0 0 0 \n",
+ "\n",
+ "owner_project etherspot nani particle pimlico stackup unknown \n",
+ "chain \n",
+ "ARENAZ 0 0 0 9 0 6 \n",
+ "BASE 0 40 42751 12332807 553 36649151 \n",
+ "BOB 0 0 0 9271 0 1192 \n",
+ "CYBER 0 0 0 380 0 75 \n",
+ "FRAX 0 0 0 0 0 9775 \n",
+ "HAM 0 0 0 0 0 10 \n",
+ "INK 0 0 0 6026 0 19973 \n",
+ "LISK 0 0 0 1010 0 1098 \n",
+ "LYRA 0 0 0 3 0 179934 \n",
+ "METAL 0 0 0 12 0 0 \n",
+ "MINT 0 0 0 0 0 9 \n",
+ "MODE 0 0 2 76033 0 3853 \n",
+ "OPTIMISM 54 0 3 2264896 47 1921667 \n",
+ "POLYNOMIAL 0 0 0 0 0 8147 \n",
+ "RACE 0 0 0 0 0 7357 \n",
+ "REDSTONE 0 0 0 73 0 4385520 \n",
+ "SHAPE 0 0 0 0 0 8047 \n",
+ "SONEIUM 0 0 0 297058 0 12497 \n",
+ "SWELL 0 0 0 8 0 6 \n",
+ "UNICHAIN 0 0 0 22105 0 48719 \n",
+ "WORLDCHAIN 0 0 0 722 0 11023 \n",
+ "XTERIO 0 0 0 0 0 3 \n",
+ "ZORA 0 0 0 379470 0 12617 "
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df_ops.pivot_table(\n",
+ " index='chain',\n",
+ " columns='owner_project',\n",
+ " values='userops_count',\n",
+ " aggfunc='sum',\n",
+ " fill_value=0\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "1bd3a7a8-8cac-420e-9e7b-5259ff0e3b2d",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
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+ "
286 rows × 13 columns
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+ "
"
+ ],
+ "text/plain": [
+ "owner_project 0xsend alchemy biconomy candide circle coinbase cometh \\\n",
+ "bucket_day \n",
+ "2024-10-02 985 38455 62525 3 0 16755 0 \n",
+ "2024-10-03 853 38651 61857 0 0 16631 0 \n",
+ "2024-10-04 1301 27439 64793 1 0 17938 0 \n",
+ "2024-10-05 1229 36131 72793 2 0 19034 0 \n",
+ "2024-10-06 1681 26673 75677 1 0 17733 0 \n",
+ "... ... ... ... ... ... ... ... \n",
+ "2025-07-11 2482 1747990 1075 68 128 60924 0 \n",
+ "2025-07-12 2550 1507254 984 46 101 63603 0 \n",
+ "2025-07-13 2724 1553525 1131 70 110 72926 0 \n",
+ "2025-07-14 2048 1647650 1113 36 146 85197 0 \n",
+ "2025-07-15 1910 1600920 1317 44 181 81073 0 \n",
+ "\n",
+ "owner_project etherspot nani particle pimlico stackup unknown \n",
+ "bucket_day \n",
+ "2024-10-02 0 0 2 7917 27 96720 \n",
+ "2024-10-03 0 0 0 8569 43 56730 \n",
+ "2024-10-04 0 0 0 7583 37 73632 \n",
+ "2024-10-05 0 0 0 7427 22 104724 \n",
+ "2024-10-06 0 0 0 7046 2 111050 \n",
+ "... ... ... ... ... ... ... \n",
+ "2025-07-11 0 0 5 34622 0 317841 \n",
+ "2025-07-12 0 0 7 38773 0 262457 \n",
+ "2025-07-13 0 0 5 35686 0 260583 \n",
+ "2025-07-14 0 0 5 44949 0 299433 \n",
+ "2025-07-15 0 0 31 39649 0 285938 \n",
+ "\n",
+ "[286 rows x 13 columns]"
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df_ops.pivot_table(\n",
+ " index='bucket_day',\n",
+ " columns='owner_project',\n",
+ " values='userops_count',\n",
+ " aggfunc='sum',\n",
+ " fill_value=0\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e2539af4-1364-4965-8e5e-60c84abf4da0",
+ "metadata": {},
+ "source": [
+ "# Step 3: Visualize usage"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "c0d032df-adf2-4f85-85ba-eeda8e828d1c",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 12,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ax = df_ops.pivot_table(\n",
+ " index='bucket_day',\n",
+ " columns='chain',\n",
+ " values='userops_count',\n",
+ " aggfunc='sum',\n",
+ " fill_value=0\n",
+ ").plot(\n",
+ " kind='area',\n",
+ " figsize=(20,10),\n",
+ " title='Account Abstraction UserOps by Chain'\n",
+ ")\n",
+ "\n",
+ "ax.xaxis.set_major_locator(mdates.MonthLocator(interval=1))\n",
+ "ax.xaxis.set_major_formatter(mdates.DateFormatter('%b %Y'))\n",
+ "ax.set_xlim(pd.to_datetime('2024-10-02'), pd.to_datetime('2025-07-01'))\n",
+ "ax.legend(frameon=True, loc='upper left')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "158ce587-c7c5-4f49-bb7f-6f432b5789ab",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 13,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ax = df_ops.query(\"chain != 'WORLDCHAIN'\").pivot_table(\n",
+ " index='bucket_day',\n",
+ " columns='chain',\n",
+ " values='userops_count',\n",
+ " aggfunc='sum',\n",
+ " fill_value=0\n",
+ ").plot(\n",
+ " kind='area',\n",
+ " figsize=(20,10),\n",
+ " title='Account Abstraction UserOps by Chain (excluding World)'\n",
+ ")\n",
+ "\n",
+ "ax.xaxis.set_major_locator(mdates.MonthLocator(interval=1))\n",
+ "ax.xaxis.set_major_formatter(mdates.DateFormatter('%b %Y'))\n",
+ "ax.set_xlim(pd.to_datetime('2024-10-02'), pd.to_datetime('2025-07-01'))\n",
+ "ax.legend(frameon=True, loc='upper left')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "9a2cbcee-11be-47d0-8ece-ae927178bcbb",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 14,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ax = df_ops.pivot_table(\n",
+ " index='bucket_day',\n",
+ " columns='owner_project',\n",
+ " values='userops_count',\n",
+ " aggfunc='sum',\n",
+ " fill_value=0\n",
+ ").plot(\n",
+ " kind='area',\n",
+ " figsize=(20,10),\n",
+ " title='Account Abstraction UserOps by Paymaster (Project)'\n",
+ ")\n",
+ "\n",
+ "ax.xaxis.set_major_locator(mdates.MonthLocator(interval=1))\n",
+ "ax.xaxis.set_major_formatter(mdates.DateFormatter('%b %Y'))\n",
+ "ax.set_xlim(pd.to_datetime('2024-10-02'), pd.to_datetime('2025-07-01'))\n",
+ "ax.legend(frameon=True, loc='upper left')"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.13.2"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}