diff --git a/README.md b/README.md index a8baff8..4ee49bf 100644 --- a/README.md +++ b/README.md @@ -147,7 +147,15 @@ data_product = dp_builder.build(etl) print(data_product.to_df()) ``` -For detailed code examples and a complete walkthrough, please refer to the [`quickstart.ipynb`](quickstart.ipynb) notebook. +For detailed code examples and a complete walkthrough, please refer to our quickstart notebooks. + +## Community + +Join our community to ask questions, share your projects, and connect with other users. + +* [Join our Slack](https://join.slack.com/share/enQtOTQ4NDc1MzYzOTg2MC02OTc2MTU1Njg3NDEyZjQwN2IzMzEwMjc5NmU4MjhiZmJlMDdiMzMzYjI5YWJiNDhkYWM4ODU0MGY4NTUyNjhi) +* [Join our Discord](https://discord.gg/4PNPsQVA) + ## Contributing @@ -155,4 +163,4 @@ Contributions are welcome! Please see the [`CONTRIBUTING.md`](CONTRIBUTING.md) f ## License -This project is licensed under the Apache License, Version 2.0. See the [`LICENSE`](LICENSE) file for details. +This project is licensed under the Apache License, Version 2.0. See the [`LICENSE`](LICENSE) file for details. \ No newline at end of file diff --git a/quickstart.ipynb b/quickstart.ipynb index 7bda4a5..82b34c6 100644 --- a/quickstart.ipynb +++ b/quickstart.ipynb @@ -89,12 +89,12 @@ "4. **Glossary Generation:** Generates a business glossary for each column using an LLM.\n", "5. **Link Prediction:** Predicts the relationships (foreign keys) between tables.\n", "\n", - "Let's start by defining the datasets we want to use:" + "Let's start by defining the datasets we want to use. The path shown below can be a local file path or a remote URL." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "7f0e28d7", "metadata": {}, "outputs": [], @@ -103,7 +103,7 @@ " \"\"\"Append the base URL to the table name.\"\"\"\n", " return {\n", " \"path\": f\"https://raw.githubusercontent.com/Intugle/data-tools/refs/heads/main/sample_data/healthcare/{table_name}.csv\",\n", - " \"type\": \"csv\"\n", + " \"type\": \"csv\",\n", " }\n", "\n", "\n", @@ -143,10 +143,2725 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "ac8a78fa", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/raphael/Downloads/intugle_demo/env/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n", + "/home/raphael/Downloads/intugle_demo/env/lib/python3.12/site-packages/pydantic/_internal/_fields.py:198: UserWarning: Field name \"schema\" in \"Source\" shadows an attribute in parent \"BaseResource\"\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "allergies loaded\n", + "careplans loaded\n", + "claims loaded\n", + "claims_transactions loaded\n", + "conditions loaded\n", + "devices loaded\n", + "encounters loaded\n", + "imaging_studies loaded\n", + "immunizations loaded\n", + "medications loaded\n", + "observations loaded\n", + "organizations loaded\n", + "patients loaded\n", + "payers loaded\n", + "payer_transitions loaded\n", + "procedures loaded\n", + "providers loaded\n", + "supplies loaded\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/raphael/Downloads/intugle_demo/env/lib/python3.12/site-packages/numpy/_core/fromnumeric.py:3859: RuntimeWarning: Mean of empty slice.\n", + " return _methods._mean(a, axis=axis, dtype=dtype,\n", + "/home/raphael/Downloads/intugle_demo/env/lib/python3.12/site-packages/numpy/_core/_methods.py:144: RuntimeWarning: invalid value encountered in scalar divide\n", + " ret = ret.dtype.type(ret / rcount)\n", + "[!] Empty column encountered for allergies ==> stop ...\n", + "100%|██████████| 15/15 [00:06<00:00, 2.14it/s]\n", + "100%|██████████| 15/15 [00:22<00:00, 1.51s/it]\n", + "/home/raphael/Downloads/intugle_demo/env/lib/python3.12/site-packages/numpy/_core/fromnumeric.py:3859: RuntimeWarning: Mean of empty slice.\n", + " return _methods._mean(a, axis=axis, dtype=dtype,\n", + "/home/raphael/Downloads/intugle_demo/env/lib/python3.12/site-packages/numpy/_core/_methods.py:144: RuntimeWarning: invalid value encountered in scalar divide\n", + " ret = ret.dtype.type(ret / rcount)\n", + "100%|██████████| 9/9 [00:07<00:00, 1.25it/s]\n", + "[*] careplans: 0%| | 0/1 [00:00 referringproviderid ...\n", + "100%|██████████| 31/31 [00:14<00:00, 2.21it/s]\n", + "[*] claims: 0%| | 0/1 [00:00 modifier1 ...\n", + "[!] Empty column encountered for claims_transactions ==> modifier2 ...\n", + "[!] Empty column encountered for claims_transactions ==> adjustments ...\n", + "[!] Empty column encountered for claims_transactions ==> linenote ...\n", + "100%|██████████| 33/33 [00:17<00:00, 1.91it/s]\n", + "[*] claims_transactions: 0%| | 0/1 [00:00 'careplans' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> careplans Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.80s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'allergies' <=> 'claims' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> claims Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.22s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'allergies' <=> 'claims_transactions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> claims_transactions Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.11s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'allergies' <=> 'conditions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> conditions Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.86s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'allergies' <=> 'devices' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> devices Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.30s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'allergies' <=> 'encounters' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> encounters Runs:1: 100%|██████████| 1/1 [00:07<00:00, 7.08s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'allergies' <=> 'imaging_studies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> imaging_studies Runs:1: 100%|██████████| 1/1 [00:06<00:00, 6.52s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'allergies' <=> 'immunizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> immunizations Runs:1: 100%|██████████| 1/1 [00:06<00:00, 6.11s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'allergies' <=> 'medications' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> medications Runs:1: 100%|██████████| 1/1 [00:07<00:00, 7.73s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'allergies' <=> 'observations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> observations Runs:1: 100%|██████████| 1/1 [00:12<00:00, 12.90s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'allergies' <=> 'organizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> organizations Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.99s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'allergies' <=> 'patients' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> patients Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.22s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'allergies' <=> 'payers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> payers Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.08s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'allergies' <=> 'payer_transitions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> payer_transitions Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.59s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'allergies' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> procedures Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.89s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'allergies' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> providers Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.12s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'allergies' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] allergies <==> supplies Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.87s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'careplans' <=> 'claims' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> claims Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.90s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'careplans' <=> 'claims_transactions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> claims_transactions Runs:1: 100%|██████████| 1/1 [00:09<00:00, 9.12s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'careplans' <=> 'conditions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> conditions Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.29s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'careplans' <=> 'devices' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> devices Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.01s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'careplans' <=> 'encounters' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> encounters Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.98s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'careplans' <=> 'imaging_studies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> imaging_studies Runs:1: 100%|██████████| 1/1 [00:05<00:00, 5.66s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'careplans' <=> 'immunizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> immunizations Runs:1: 100%|██████████| 1/1 [00:05<00:00, 5.04s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'careplans' <=> 'medications' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> medications Runs:1: 100%|██████████| 1/1 [00:09<00:00, 9.97s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'careplans' <=> 'observations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> observations Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.14s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'careplans' <=> 'organizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> organizations Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.90s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'careplans' <=> 'patients' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> patients Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.92s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'careplans' <=> 'payers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> payers Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.28it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'careplans' <=> 'payer_transitions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> payer_transitions Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.74s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'careplans' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> procedures Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.09s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'careplans' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> providers Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.21s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'careplans' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] careplans <==> supplies Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.01s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'claims' <=> 'claims_transactions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> claims_transactions Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.36s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'claims' <=> 'conditions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> conditions Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.31s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims' <=> 'devices' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> devices Runs:1: 100%|██████████| 1/1 [00:09<00:00, 9.07s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims' <=> 'encounters' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> encounters Runs:1: 100%|██████████| 1/1 [00:08<00:00, 8.75s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims' <=> 'imaging_studies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> imaging_studies Runs:1: 100%|██████████| 1/1 [00:31<00:00, 31.51s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims' <=> 'immunizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> immunizations Runs:1: 100%|██████████| 1/1 [00:04<00:00, 4.63s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims' <=> 'medications' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> medications Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.25s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims' <=> 'observations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> observations Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.48s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims' <=> 'organizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> organizations Runs:1: 100%|██████████| 1/1 [00:10<00:00, 10.80s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'claims' <=> 'patients' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> patients Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.13it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'claims' <=> 'payers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> payers Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.14s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'claims' <=> 'payer_transitions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> payer_transitions Runs:1: 100%|██████████| 1/1 [00:19<00:00, 19.02s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> procedures Runs:1: 100%|██████████| 1/1 [00:09<00:00, 9.93s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> providers Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.95s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'claims' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims <==> supplies Runs:1: 100%|██████████| 1/1 [00:04<00:00, 4.56s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims_transactions' <=> 'conditions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims_transactions <==> conditions Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.80s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims_transactions' <=> 'devices' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims_transactions <==> devices Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.54s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims_transactions' <=> 'encounters' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims_transactions <==> encounters Runs:1: 100%|██████████| 1/1 [00:07<00:00, 7.31s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims_transactions' <=> 'imaging_studies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims_transactions <==> imaging_studies Runs:1: 100%|██████████| 1/1 [00:08<00:00, 8.06s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims_transactions' <=> 'immunizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims_transactions <==> immunizations Runs:1: 100%|██████████| 1/1 [00:18<00:00, 18.60s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims_transactions' <=> 'medications' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims_transactions <==> medications Runs:1: 100%|██████████| 1/1 [00:10<00:00, 10.07s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims_transactions' <=> 'observations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims_transactions <==> observations Runs:1: 100%|██████████| 1/1 [00:07<00:00, 7.64s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims_transactions' <=> 'organizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims_transactions <==> organizations Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.24it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims_transactions' <=> 'patients' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims_transactions <==> patients Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.10s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'claims_transactions' <=> 'payers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims_transactions <==> payers Runs:1: 100%|██████████| 1/1 [00:04<00:00, 4.25s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'claims_transactions' <=> 'payer_transitions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims_transactions <==> payer_transitions Runs:1: 100%|██████████| 1/1 [00:12<00:00, 12.60s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims_transactions' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims_transactions <==> procedures Runs:1: 100%|██████████| 1/1 [00:05<00:00, 5.05s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'claims_transactions' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims_transactions <==> providers Runs:1: 100%|██████████| 1/1 [00:15<00:00, 15.20s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'claims_transactions' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] claims_transactions <==> supplies Runs:1: 100%|██████████| 1/1 [00:09<00:00, 9.56s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'conditions' <=> 'devices' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] conditions <==> devices Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.43s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'conditions' <=> 'encounters' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] conditions <==> encounters Runs:1: 100%|██████████| 1/1 [00:05<00:00, 5.12s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'conditions' <=> 'imaging_studies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] conditions <==> imaging_studies Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.01s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'conditions' <=> 'immunizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] conditions <==> immunizations Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.69s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'conditions' <=> 'medications' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] conditions <==> medications Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.72s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'conditions' <=> 'observations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] conditions <==> observations Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.48s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'conditions' <=> 'organizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] conditions <==> organizations Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.30it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'conditions' <=> 'patients' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] conditions <==> patients Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.83s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'conditions' <=> 'payers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] conditions <==> payers Runs:1: 100%|██████████| 1/1 [00:05<00:00, 6.00s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'conditions' <=> 'payer_transitions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] conditions <==> payer_transitions Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.69s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'conditions' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] conditions <==> procedures Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.46s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'conditions' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] conditions <==> providers Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.88s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'conditions' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] conditions <==> supplies Runs:1: 100%|██████████| 1/1 [00:12<00:00, 12.59s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'devices' <=> 'encounters' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] devices <==> encounters Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.89s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'devices' <=> 'imaging_studies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] devices <==> imaging_studies Runs:1: 100%|██████████| 1/1 [00:07<00:00, 7.92s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'devices' <=> 'immunizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] devices <==> immunizations Runs:1: 100%|██████████| 1/1 [00:04<00:00, 4.57s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'devices' <=> 'medications' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] devices <==> medications Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.47s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'devices' <=> 'observations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] devices <==> observations Runs:1: 100%|██████████| 1/1 [00:05<00:00, 5.29s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'devices' <=> 'organizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] devices <==> organizations Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.09s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'devices' <=> 'patients' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] devices <==> patients Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.13s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'devices' <=> 'payers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] devices <==> payers Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.07s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'devices' <=> 'payer_transitions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] devices <==> payer_transitions Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.24s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'devices' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] devices <==> procedures Runs:1: 100%|██████████| 1/1 [00:05<00:00, 5.97s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'devices' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] devices <==> providers Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.04it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'devices' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] devices <==> supplies Runs:1: 100%|██████████| 1/1 [00:04<00:00, 4.68s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'encounters' <=> 'imaging_studies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] encounters <==> imaging_studies Runs:1: 100%|██████████| 1/1 [00:15<00:00, 15.20s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'encounters' <=> 'immunizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] encounters <==> immunizations Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.85s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'encounters' <=> 'medications' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] encounters <==> medications Runs:1: 100%|██████████| 1/1 [00:04<00:00, 4.83s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'encounters' <=> 'observations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] encounters <==> observations Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.33s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'encounters' <=> 'organizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] encounters <==> organizations Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.16it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'encounters' <=> 'patients' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] encounters <==> patients Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.98s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'encounters' <=> 'payers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] encounters <==> payers Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.08it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'encounters' <=> 'payer_transitions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] encounters <==> payer_transitions Runs:1: 100%|██████████| 1/1 [00:04<00:00, 4.30s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'encounters' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] encounters <==> procedures Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.03s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'encounters' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] encounters <==> providers Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.21s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'encounters' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] encounters <==> supplies Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.10it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'imaging_studies' <=> 'immunizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] imaging_studies <==> immunizations Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.51s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'imaging_studies' <=> 'medications' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] imaging_studies <==> medications Runs:1: 100%|██████████| 1/1 [00:06<00:00, 6.67s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'imaging_studies' <=> 'observations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] imaging_studies <==> observations Runs:1: 100%|██████████| 1/1 [00:04<00:00, 4.46s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'imaging_studies' <=> 'organizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] imaging_studies <==> organizations Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.13s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'imaging_studies' <=> 'patients' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] imaging_studies <==> patients Runs:1: 100%|██████████| 1/1 [00:12<00:00, 12.10s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'imaging_studies' <=> 'payers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] imaging_studies <==> payers Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.88s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'imaging_studies' <=> 'payer_transitions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] imaging_studies <==> payer_transitions Runs:1: 100%|██████████| 1/1 [00:07<00:00, 7.99s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'imaging_studies' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] imaging_studies <==> procedures Runs:1: 100%|██████████| 1/1 [00:09<00:00, 9.29s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'imaging_studies' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] imaging_studies <==> providers Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.01s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'imaging_studies' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] imaging_studies <==> supplies Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.77s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'immunizations' <=> 'medications' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] immunizations <==> medications Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.58s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'immunizations' <=> 'observations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] immunizations <==> observations Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.57s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'immunizations' <=> 'organizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] immunizations <==> organizations Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.84s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'immunizations' <=> 'patients' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] immunizations <==> patients Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.11it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'immunizations' <=> 'payers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] immunizations <==> payers Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.27it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'immunizations' <=> 'payer_transitions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] immunizations <==> payer_transitions Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.42s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'immunizations' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] immunizations <==> procedures Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.16s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'immunizations' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] immunizations <==> providers Runs:1: 100%|██████████| 1/1 [00:04<00:00, 4.08s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'immunizations' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] immunizations <==> supplies Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.33s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'medications' <=> 'observations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] medications <==> observations Runs:1: 100%|██████████| 1/1 [00:14<00:00, 14.80s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'medications' <=> 'organizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] medications <==> organizations Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.86s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'medications' <=> 'patients' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] medications <==> patients Runs:1: 100%|██████████| 1/1 [00:05<00:00, 5.09s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'medications' <=> 'payers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] medications <==> payers Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.08s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'medications' <=> 'payer_transitions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] medications <==> payer_transitions Runs:1: 100%|██████████| 1/1 [00:07<00:00, 7.54s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'medications' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] medications <==> procedures Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.05s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'medications' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] medications <==> providers Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.08s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'medications' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] medications <==> supplies Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.52s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'observations' <=> 'organizations' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] observations <==> organizations Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.21it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'observations' <=> 'patients' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] observations <==> patients Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.14it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'observations' <=> 'payers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] observations <==> payers Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.81s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'observations' <=> 'payer_transitions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] observations <==> payer_transitions Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.45s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'observations' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] observations <==> procedures Runs:1: 100%|██████████| 1/1 [00:04<00:00, 4.45s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'observations' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] observations <==> providers Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.19it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'observations' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] observations <==> supplies Runs:1: 100%|██████████| 1/1 [00:05<00:00, 5.46s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'organizations' <=> 'patients' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] organizations <==> patients Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.09it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'organizations' <=> 'payers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] organizations <==> payers Runs:1: 100%|██████████| 1/1 [00:11<00:00, 11.49s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'organizations' <=> 'payer_transitions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] organizations <==> payer_transitions Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.18s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'organizations' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] organizations <==> procedures Runs:1: 100%|██████████| 1/1 [00:04<00:00, 4.09s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'organizations' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] organizations <==> providers Runs:1: 100%|██████████| 1/1 [00:05<00:00, 5.01s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'organizations' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] organizations <==> supplies Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.05s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'patients' <=> 'payers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] patients <==> payers Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.07s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'patients' <=> 'payer_transitions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] patients <==> payer_transitions Runs:1: 100%|██████████| 1/1 [00:06<00:00, 6.02s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'patients' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] patients <==> procedures Runs:1: 100%|██████████| 1/1 [00:03<00:00, 3.02s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'patients' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] patients <==> providers Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.17it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'patients' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] patients <==> supplies Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.01s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'payers' <=> 'payer_transitions' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] payers <==> payer_transitions Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.16it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'payers' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] payers <==> procedures Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.14it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 1 potential link(s).\n", + "\n", + "--- Comparing 'payers' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] payers <==> providers Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.11it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'payers' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] payers <==> supplies Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.13it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'payer_transitions' <=> 'procedures' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] payer_transitions <==> procedures Runs:1: 100%|██████████| 1/1 [00:05<00:00, 5.21s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'payer_transitions' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] payer_transitions <==> providers Runs:1: 100%|██████████| 1/1 [00:00<00:00, 1.14it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'payer_transitions' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] payer_transitions <==> supplies Runs:1: 100%|██████████| 1/1 [00:02<00:00, 2.85s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'procedures' <=> 'providers' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] procedures <==> providers Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.14s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'procedures' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] procedures <==> supplies Runs:1: 100%|██████████| 1/1 [00:04<00:00, 4.45s/it]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n", + "\n", + "--- Comparing 'providers' <=> 'supplies' ---\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[*] providers <==> supplies Runs:1: 100%|██████████| 1/1 [00:01<00:00, 1.83s/it]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No links found for this pair.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "from intugle import KnowledgeBuilder\n", "\n", @@ -173,10 +2888,699 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "id": "0aa894eb", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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column_namebusiness_nametable_namenull_countcountdistinct_countuniquenesscompletenesssample_datadtype_sampletsdatatype_l1datatype_l2business_glossarybusiness_tags
0ididpatients0116311631.0000001.000000[ef3624d5-0c77-e990-c856-064916d06155, 139f120...[8c2d5e9b-0717-9616-beb9-21296a5b547d, 6319860...0.012747alphanumericL2OutputTypes.dimensionServes as a unique identifier for individual p...[Patient Identifier, Unique Record Key, Health...
1birthdatebirthdatepatients011639870.8486671.000000[1968-01-26, 1992-02-07, 1994-02-14, 1992-02-2...[1993-12-23, 2018-09-16, 1970-09-14, 1956-10-2...0.011031date & timeL2OutputTypes.dimensionIndicates the date on which an individual was ...[Patient Demographics, Age Calculation, Health...
2deathdatedeathdatepatients100011631630.1401550.140155[1987-07-03, 1942-02-17, 2016-07-21, 1978-01-0...[1997-02-17, 1991-01-03, 2005-03-17, 1991-06-2...0.009140date & timeL2OutputTypes.dimensionIndicates the date and time when an individual...[Patient Mortality Date, End Of Life Record, H...
3ssnssnpatients0116311631.0000001.000000[999-26-7371, 999-80-5384, 999-44-9249, 999-75...[999-59-7726, 999-16-7928, 999-47-2075, 999-31...0.012124alphanumericL2OutputTypes.dimensionServes as a unique identifier for individuals ...[Patient Identification, Sensitive Information...
4driversdriverspatients21511639410.8091140.815133[S99961183, S99929350, S99983478, S99942538, S...[S99916617, S99985809, S99999275, S99929211, S...0.010610alphanumericL2OutputTypes.dimensionUnique identifiers used to track entities asso...[Driver License Identifier, Patient Identifica...
5passportpassportpatients27611638870.7626830.762683[X39843761X, X52134439X, X48390913X, X66548114...[X75063318X, X33683613X, X77363212X, X62900787...0.010984alphanumericL2OutputTypes.dimensionServes as a unique identifier for individuals ...[Identity Verification, International Patient ...
6prefixprefixpatients245116330.0025800.789338[Mr., Ms., Mrs.][Mrs., Ms., Mr., Ms., Ms., Mrs., Mr., Mrs., Ms...0.008432close_ended_textL2OutputTypes.dimensionIdentifies the formal title used to address an...[Patient Salutation, Personal Title, Demograph...
7firstfirstpatients0116310020.8615651.000000[Helga481, Miquel905, Kristopher775, Tamar361,...[Damon455, Kari181, Laurena366, Shaun461, Kevi...0.010835alphanumericL2OutputTypes.dimensionIdentifies individuals with a unique alphanume...[Patient Identifier, Unique Record Reference, ...
8lastlastpatients011634770.4101461.000000[Huel628, Hettinger594, Langosh790, Conn188, O...[Bernier607, King743, Abernathy524, Glover433,...0.010227alphanumericL2OutputTypes.dimensionIdentifies individuals using a unique alphanum...[Patient Identifier, Unique Code, Healthcare R...
9suffixsuffixpatients1147116330.0025800.013758[JD, MD, PhD][MD, PhD, JD, MD, MD, PhD, JD, JD, MD, PhD, JD...0.008151close_ended_textL2OutputTypes.dimensionIndicates a professional or academic designati...[Professional Credentials, Patient Identificat...
10maidenmaidenpatients83211632480.2132420.284609[Boyle917, O'Keefe54, Bermúdez789, Hettinger59...[Botsford977, Glover433, Rempel203, Thompson59...0.013831alphanumericL2OutputTypes.dimensionTracks a unique identifier or code associated ...[Patient Identifier, Unique Code, Healthcare R...
11maritalmaritalpatients384116320.0017200.669819[M, S][S, M, M, S, M, M, S, S, S, M, M, M, S, M, S, ...0.008464close_ended_textL2OutputTypes.dimensionIndicates the relationship status of an indivi...[Marital Status, Demographics, Patient Profile]
12raceracepatients0116360.0051591.000000[hawaiian, other, asian, native, white, black][white, native, other, asian, hawaiian, black,...0.013222close_ended_textL2OutputTypes.dimensionCategorizes individuals based on their self-id...[Demographic Classification, Health Equity Ana...
13ethnicityethnicitypatients0116320.0017201.000000[hispanic, nonhispanic][hispanic, nonhispanic, hispanic, hispanic, no...0.008102close_ended_textL2OutputTypes.dimensionCategorizes individuals based on their cultura...[Demographic Classification, Population Health...
14gendergenderpatients0116320.0017201.000000[F, M][M, F, F, M, F, M, M, M, M, F, F, M, F, F, F, ...0.008261close_ended_textL2OutputTypes.dimensionDescribes the classification of individuals ba...[Patient Demographics, Gender Classification, ...
15birthplacebirthplacepatients011633170.2725711.000000[North Scituate Massachusetts US, Millis-Cli...[Medford Massachusetts US, Marblehead Massa...0.010961close_ended_textL2OutputTypes.dimensionIdentifies the geographic location associated ...[Patient Demographics, Geographical Location, ...
16addressaddresspatients0116311631.0000001.000000[768 Mertz Camp, 380 Gibson Street Unit 30, 49...[734 Brakus Pathway Unit 28, 902 Gutkowski Hol...0.011425alphanumericL2OutputTypes.dimensionIdentifies the physical location associated wi...[Patient Residential Address, Contact Informat...
17citycitypatients011632560.2201201.000000[Charlton, Douglas, East Bridgewater, North Ea...[Somerville, Salem, Essex, Mashpee, Southborou...0.009101close_ended_textL2OutputTypes.dimensionLocation information associated with an indivi...[Patient Residence, Geographic Location, Demog...
18statestatepatients0116310.0008601.000000[Massachusetts][Massachusetts, Massachusetts, Massachusetts, ...0.008148close_ended_textL2OutputTypes.dimensionIndicates the geographical region associated w...[Geographic Location, Patient Residency, State...
19countycountypatients01163130.0111781.000000[Hampshire County, Worcester County, Hampden C...[Plymouth County, Suffolk County, Worcester Co...0.013330close_ended_textL2OutputTypes.dimensionIdentifies the administrative region associate...[Geographic Location, Healthcare Service Regio...
20zipzippatients54511632230.1917450.531384[01890, 01583, 01702, 02472, 02561, 02215, 014...[02131, 02043, 01844, 02155, 01902, 01852, 027...0.008994integerL2OutputTypes.dimensionIdentifies the geographic area associated with...[Patient Location, Geographic Identifier, Regi...
21latlatpatients0116311631.0000001.000000[42.523433675145355, 42.30711671465368, 42.124...[42.29255662362827, 42.39983230495903, 42.5061...0.012944floatL2OutputTypes.measureIndicates the geographical latitude coordinate...[Geolocation, Patient Location, Latitude Coord...
22lonlonpatients0116311631.0000001.000000[-71.62789132166591, -71.16712435956047, -71.1...[-71.1066547010483, -71.02700529599232, -71.05...0.012352floatL2OutputTypes.dimensionIndicates the longitudinal coordinate of a loc...[Geolocation, Longitude, Patient Location]
23healthcare_expenseshealthcare_expensespatients0116311631.0000001.000000[1419447.4625, 1153357.2850000001, 1041314.967...[390675.5774999999, 797287.0900000001, 1008922...0.012873floatL2OutputTypes.measureTracks the monetary costs incurred for medical...[Healthcare Costs, Patient Financial Data, Med...
24healthcare_coveragehealthcare_coveragepatients0116310360.8908001.000000[3298.4665, 84066.21550000002, 333.62999999999...[18067.094999999998, 154972.8415, 115026.04749...0.016592floatL2OutputTypes.measureMonetary value allocated for an individual's i...[InsuranceCoverageAmount, PatientFinancialResp...
\n", + "
" + ], + "text/plain": [ + " column_name business_name table_name null_count count \\\n", + "0 id id patients 0 1163 \n", + "1 birthdate birthdate patients 0 1163 \n", + "2 deathdate deathdate patients 1000 1163 \n", + "3 ssn ssn patients 0 1163 \n", + "4 drivers drivers patients 215 1163 \n", + "5 passport passport patients 276 1163 \n", + "6 prefix prefix patients 245 1163 \n", + "7 first first patients 0 1163 \n", + "8 last last patients 0 1163 \n", + "9 suffix suffix patients 1147 1163 \n", + "10 maiden maiden patients 832 1163 \n", + "11 marital marital patients 384 1163 \n", + "12 race race patients 0 1163 \n", + "13 ethnicity ethnicity patients 0 1163 \n", + "14 gender gender patients 0 1163 \n", + "15 birthplace birthplace patients 0 1163 \n", + "16 address address patients 0 1163 \n", + "17 city city patients 0 1163 \n", + "18 state state patients 0 1163 \n", + "19 county county patients 0 1163 \n", + "20 zip zip patients 545 1163 \n", + "21 lat lat patients 0 1163 \n", + "22 lon lon patients 0 1163 \n", + "23 healthcare_expenses healthcare_expenses patients 0 1163 \n", + "24 healthcare_coverage healthcare_coverage patients 0 1163 \n", + "\n", + " distinct_count uniqueness completeness \\\n", + "0 1163 1.000000 1.000000 \n", + "1 987 0.848667 1.000000 \n", + "2 163 0.140155 0.140155 \n", + "3 1163 1.000000 1.000000 \n", + "4 941 0.809114 0.815133 \n", + "5 887 0.762683 0.762683 \n", + "6 3 0.002580 0.789338 \n", + "7 1002 0.861565 1.000000 \n", + "8 477 0.410146 1.000000 \n", + "9 3 0.002580 0.013758 \n", + "10 248 0.213242 0.284609 \n", + "11 2 0.001720 0.669819 \n", + "12 6 0.005159 1.000000 \n", + "13 2 0.001720 1.000000 \n", + "14 2 0.001720 1.000000 \n", + "15 317 0.272571 1.000000 \n", + "16 1163 1.000000 1.000000 \n", + "17 256 0.220120 1.000000 \n", + "18 1 0.000860 1.000000 \n", + "19 13 0.011178 1.000000 \n", + "20 223 0.191745 0.531384 \n", + "21 1163 1.000000 1.000000 \n", + "22 1163 1.000000 1.000000 \n", + "23 1163 1.000000 1.000000 \n", + "24 1036 0.890800 1.000000 \n", + "\n", + " sample_data \\\n", + "0 [ef3624d5-0c77-e990-c856-064916d06155, 139f120... \n", + "1 [1968-01-26, 1992-02-07, 1994-02-14, 1992-02-2... \n", + "2 [1987-07-03, 1942-02-17, 2016-07-21, 1978-01-0... \n", + "3 [999-26-7371, 999-80-5384, 999-44-9249, 999-75... \n", + "4 [S99961183, S99929350, S99983478, S99942538, S... \n", + "5 [X39843761X, X52134439X, X48390913X, X66548114... \n", + "6 [Mr., Ms., Mrs.] \n", + "7 [Helga481, Miquel905, Kristopher775, Tamar361,... \n", + "8 [Huel628, Hettinger594, Langosh790, Conn188, O... \n", + "9 [JD, MD, PhD] \n", + "10 [Boyle917, O'Keefe54, Bermúdez789, Hettinger59... \n", + "11 [M, S] \n", + "12 [hawaiian, other, asian, native, white, black] \n", + "13 [hispanic, nonhispanic] \n", + "14 [F, M] \n", + "15 [North Scituate Massachusetts US, Millis-Cli... \n", + "16 [768 Mertz Camp, 380 Gibson Street Unit 30, 49... \n", + "17 [Charlton, Douglas, East Bridgewater, North Ea... \n", + "18 [Massachusetts] \n", + "19 [Hampshire County, Worcester County, Hampden C... \n", + "20 [01890, 01583, 01702, 02472, 02561, 02215, 014... \n", + "21 [42.523433675145355, 42.30711671465368, 42.124... \n", + "22 [-71.62789132166591, -71.16712435956047, -71.1... \n", + "23 [1419447.4625, 1153357.2850000001, 1041314.967... \n", + "24 [3298.4665, 84066.21550000002, 333.62999999999... \n", + "\n", + " dtype_sample ts \\\n", + "0 [8c2d5e9b-0717-9616-beb9-21296a5b547d, 6319860... 0.012747 \n", + "1 [1993-12-23, 2018-09-16, 1970-09-14, 1956-10-2... 0.011031 \n", + "2 [1997-02-17, 1991-01-03, 2005-03-17, 1991-06-2... 0.009140 \n", + "3 [999-59-7726, 999-16-7928, 999-47-2075, 999-31... 0.012124 \n", + "4 [S99916617, S99985809, S99999275, S99929211, S... 0.010610 \n", + "5 [X75063318X, X33683613X, X77363212X, X62900787... 0.010984 \n", + "6 [Mrs., Ms., Mr., Ms., Ms., Mrs., Mr., Mrs., Ms... 0.008432 \n", + "7 [Damon455, Kari181, Laurena366, Shaun461, Kevi... 0.010835 \n", + "8 [Bernier607, King743, Abernathy524, Glover433,... 0.010227 \n", + "9 [MD, PhD, JD, MD, MD, PhD, JD, JD, MD, PhD, JD... 0.008151 \n", + "10 [Botsford977, Glover433, Rempel203, Thompson59... 0.013831 \n", + "11 [S, M, M, S, M, M, S, S, S, M, M, M, S, M, S, ... 0.008464 \n", + "12 [white, native, other, asian, hawaiian, black,... 0.013222 \n", + "13 [hispanic, nonhispanic, hispanic, hispanic, no... 0.008102 \n", + "14 [M, F, F, M, F, M, M, M, M, F, F, M, F, F, F, ... 0.008261 \n", + "15 [Medford Massachusetts US, Marblehead Massa... 0.010961 \n", + "16 [734 Brakus Pathway Unit 28, 902 Gutkowski Hol... 0.011425 \n", + "17 [Somerville, Salem, Essex, Mashpee, Southborou... 0.009101 \n", + "18 [Massachusetts, Massachusetts, Massachusetts, ... 0.008148 \n", + "19 [Plymouth County, Suffolk County, Worcester Co... 0.013330 \n", + "20 [02131, 02043, 01844, 02155, 01902, 01852, 027... 0.008994 \n", + "21 [42.29255662362827, 42.39983230495903, 42.5061... 0.012944 \n", + "22 [-71.1066547010483, -71.02700529599232, -71.05... 0.012352 \n", + "23 [390675.5774999999, 797287.0900000001, 1008922... 0.012873 \n", + "24 [18067.094999999998, 154972.8415, 115026.04749... 0.016592 \n", + "\n", + " datatype_l1 datatype_l2 \\\n", + "0 alphanumeric L2OutputTypes.dimension \n", + "1 date & time L2OutputTypes.dimension \n", + "2 date & time L2OutputTypes.dimension \n", + "3 alphanumeric L2OutputTypes.dimension \n", + "4 alphanumeric L2OutputTypes.dimension \n", + "5 alphanumeric L2OutputTypes.dimension \n", + "6 close_ended_text L2OutputTypes.dimension \n", + "7 alphanumeric L2OutputTypes.dimension \n", + "8 alphanumeric L2OutputTypes.dimension \n", + "9 close_ended_text L2OutputTypes.dimension \n", + "10 alphanumeric L2OutputTypes.dimension \n", + "11 close_ended_text L2OutputTypes.dimension \n", + "12 close_ended_text L2OutputTypes.dimension \n", + "13 close_ended_text L2OutputTypes.dimension \n", + "14 close_ended_text L2OutputTypes.dimension \n", + "15 close_ended_text L2OutputTypes.dimension \n", + "16 alphanumeric L2OutputTypes.dimension \n", + "17 close_ended_text L2OutputTypes.dimension \n", + "18 close_ended_text L2OutputTypes.dimension \n", + "19 close_ended_text L2OutputTypes.dimension \n", + "20 integer L2OutputTypes.dimension \n", + "21 float L2OutputTypes.measure \n", + "22 float L2OutputTypes.dimension \n", + "23 float L2OutputTypes.measure \n", + "24 float L2OutputTypes.measure \n", + "\n", + " business_glossary \\\n", + "0 Serves as a unique identifier for individual p... \n", + "1 Indicates the date on which an individual was ... \n", + "2 Indicates the date and time when an individual... \n", + "3 Serves as a unique identifier for individuals ... \n", + "4 Unique identifiers used to track entities asso... \n", + "5 Serves as a unique identifier for individuals ... \n", + "6 Identifies the formal title used to address an... \n", + "7 Identifies individuals with a unique alphanume... \n", + "8 Identifies individuals using a unique alphanum... \n", + "9 Indicates a professional or academic designati... \n", + "10 Tracks a unique identifier or code associated ... \n", + "11 Indicates the relationship status of an indivi... \n", + "12 Categorizes individuals based on their self-id... \n", + "13 Categorizes individuals based on their cultura... \n", + "14 Describes the classification of individuals ba... \n", + "15 Identifies the geographic location associated ... \n", + "16 Identifies the physical location associated wi... \n", + "17 Location information associated with an indivi... \n", + "18 Indicates the geographical region associated w... \n", + "19 Identifies the administrative region associate... \n", + "20 Identifies the geographic area associated with... \n", + "21 Indicates the geographical latitude coordinate... \n", + "22 Indicates the longitudinal coordinate of a loc... \n", + "23 Tracks the monetary costs incurred for medical... \n", + "24 Monetary value allocated for an individual's i... \n", + "\n", + " business_tags \n", + "0 [Patient Identifier, Unique Record Key, Health... \n", + "1 [Patient Demographics, Age Calculation, Health... \n", + "2 [Patient Mortality Date, End Of Life Record, H... \n", + "3 [Patient Identification, Sensitive Information... \n", + "4 [Driver License Identifier, Patient Identifica... \n", + "5 [Identity Verification, International Patient ... \n", + "6 [Patient Salutation, Personal Title, Demograph... \n", + "7 [Patient Identifier, Unique Record Reference, ... \n", + "8 [Patient Identifier, Unique Code, Healthcare R... \n", + "9 [Professional Credentials, Patient Identificat... \n", + "10 [Patient Identifier, Unique Code, Healthcare R... \n", + "11 [Marital Status, Demographics, Patient Profile] \n", + "12 [Demographic Classification, Health Equity Ana... \n", + "13 [Demographic Classification, Population Health... \n", + "14 [Patient Demographics, Gender Classification, ... \n", + "15 [Patient Demographics, Geographical Location, ... \n", + "16 [Patient Residential Address, Contact Informat... \n", + "17 [Patient Residence, Geographic Location, Demog... \n", + "18 [Geographic Location, Patient Residency, State... \n", + "19 [Geographic Location, Healthcare Service Regio... \n", + "20 [Patient Location, Geographic Identifier, Regi... \n", + "21 [Geolocation, Patient Location, Latitude Coord... \n", + "22 [Geolocation, Longitude, Patient Location] \n", + "23 [Healthcare Costs, Patient Financial Data, Med... \n", + "24 [InsuranceCoverageAmount, PatientFinancialResp... " + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "allergies_dataset = kb.datasets['patients']\n", "allergies_dataset.profiling_df\n" @@ -204,10 +3608,67 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "fe4cd56d", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[PredictedLink(from_dataset='allergies', from_column='encounter', to_dataset='encounters', to_column='id'),\n", + " PredictedLink(from_dataset='allergies', from_column='patient', to_dataset='patients', to_column='id'),\n", + " PredictedLink(from_dataset='careplans', from_column='encounter', to_dataset='conditions', to_column='encounter'),\n", + " PredictedLink(from_dataset='careplans', from_column='encounter', to_dataset='devices', to_column='encounter'),\n", + " PredictedLink(from_dataset='careplans', from_column='encounter', to_dataset='encounters', to_column='id'),\n", + " PredictedLink(from_dataset='careplans', from_column='encounter', to_dataset='imaging_studies', to_column='encounter'),\n", + " PredictedLink(from_dataset='careplans', from_column='encounter', to_dataset='medications', to_column='encounter'),\n", + " PredictedLink(from_dataset='careplans', from_column='encounter', to_dataset='observations', to_column='encounter'),\n", + " PredictedLink(from_dataset='careplans', from_column='patient', to_dataset='patients', to_column='id'),\n", + " PredictedLink(from_dataset='careplans', from_column='encounter', to_dataset='procedures', to_column='encounter'),\n", + " PredictedLink(from_dataset='careplans', from_column='encounter', to_dataset='supplies', to_column='encounter'),\n", + " PredictedLink(from_dataset='claims', from_column='id', to_dataset='claims_transactions', to_column='claimid'),\n", + " PredictedLink(from_dataset='claims', from_column='providerid', to_dataset='organizations', to_column='id'),\n", + " PredictedLink(from_dataset='claims', from_column='patientid', to_dataset='patients', to_column='id'),\n", + " PredictedLink(from_dataset='claims', from_column='primarypatientinsuranceid', to_dataset='payers', to_column='id'),\n", + " PredictedLink(from_dataset='claims', from_column='providerid', to_dataset='providers', to_column='id'),\n", + " PredictedLink(from_dataset='claims_transactions', from_column='patientid', to_dataset='patients', to_column='id'),\n", + " PredictedLink(from_dataset='claims_transactions', from_column='patientinsuranceid', to_dataset='payers', to_column='id'),\n", + " PredictedLink(from_dataset='claims_transactions', from_column='providerid', to_dataset='providers', to_column='id'),\n", + " PredictedLink(from_dataset='conditions', from_column='encounter', to_dataset='encounters', to_column='id'),\n", + " PredictedLink(from_dataset='conditions', from_column='patient', to_dataset='patients', to_column='id'),\n", + " PredictedLink(from_dataset='devices', from_column='encounter', to_dataset='encounters', to_column='id'),\n", + " PredictedLink(from_dataset='devices', from_column='patient', to_dataset='patients', to_column='id'),\n", + " PredictedLink(from_dataset='encounters', from_column='id', to_dataset='imaging_studies', to_column='encounter'),\n", + " PredictedLink(from_dataset='encounters', from_column='id', to_dataset='immunizations', to_column='encounter'),\n", + " PredictedLink(from_dataset='encounters', from_column='id', to_dataset='medications', to_column='encounter'),\n", + " PredictedLink(from_dataset='encounters', from_column='id', to_dataset='observations', to_column='encounter'),\n", + " PredictedLink(from_dataset='encounters', from_column='organization', to_dataset='organizations', to_column='id'),\n", + " PredictedLink(from_dataset='encounters', from_column='patient', to_dataset='patients', to_column='id'),\n", + " PredictedLink(from_dataset='encounters', from_column='payer', to_dataset='payers', to_column='id'),\n", + " PredictedLink(from_dataset='encounters', from_column='id', to_dataset='procedures', to_column='encounter'),\n", + " PredictedLink(from_dataset='encounters', from_column='provider', to_dataset='providers', to_column='id'),\n", + " PredictedLink(from_dataset='encounters', from_column='id', to_dataset='supplies', to_column='encounter'),\n", + " PredictedLink(from_dataset='imaging_studies', from_column='patient', to_dataset='patients', to_column='id'),\n", + " PredictedLink(from_dataset='immunizations', from_column='patient', to_dataset='patients', to_column='id'),\n", + " PredictedLink(from_dataset='medications', from_column='payer', to_dataset='organizations', to_column='id'),\n", + " PredictedLink(from_dataset='medications', from_column='patient', to_dataset='patients', to_column='id'),\n", + " PredictedLink(from_dataset='medications', from_column='payer', to_dataset='payers', to_column='id'),\n", + " PredictedLink(from_dataset='observations', from_column='patient', to_dataset='patients', to_column='id'),\n", + " PredictedLink(from_dataset='organizations', from_column='id', to_dataset='payer_transitions', to_column='payer'),\n", + " PredictedLink(from_dataset='organizations', from_column='id', to_dataset='procedures', to_column='patient'),\n", + " PredictedLink(from_dataset='organizations', from_column='id', to_dataset='providers', to_column='organization'),\n", + " PredictedLink(from_dataset='patients', from_column='id', to_dataset='payer_transitions', to_column='patient'),\n", + " PredictedLink(from_dataset='patients', from_column='id', to_dataset='procedures', to_column='patient'),\n", + " PredictedLink(from_dataset='patients', from_column='id', to_dataset='supplies', to_column='patient'),\n", + " PredictedLink(from_dataset='payers', from_column='id', to_dataset='payer_transitions', to_column='payer'),\n", + " PredictedLink(from_dataset='payers', from_column='id', to_dataset='procedures', to_column='patient')]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "kb.links" ] @@ -222,10 +3683,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "a59704ba", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "kb.visualize()\n" ] @@ -258,7 +3730,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "4b3ca934", "metadata": {}, "outputs": [], @@ -304,10 +3776,146 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "e0f9a090", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "payer_transitions loaded\n", + "encounters loaded\n", + "careplans loaded\n", + "patients loaded\n", + "claims loaded\n", + "organizations loaded\n", + "medications loaded\n", + "providers loaded\n", + "supplies loaded\n", + "devices loaded\n", + "payers loaded\n", + "conditions loaded\n", + "observations loaded\n", + "procedures loaded\n", + "claims_transactions loaded\n", + "imaging_studies loaded\n", + "immunizations loaded\n", + "allergies loaded\n", + "top_patients_by_claim_count\n", + "top_patients_by_claim_count loaded\n" + ] + }, + { + "data": { + "text/html": [ + "
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first_namelast_namenumber_of_claims
0Esther279Runolfsson901246
1Zelda766Ernser583219
2Bonita405Bernier607121
3Pei116Williamson76998
4Magdalene960Orn56390
5Lavinia262Heaney11490
6Tommye961Simonis28077
7Franklyn361Tromp10071
8Terry864King74369
9Alaine226Willms74464
\n", + "
" + ], + "text/plain": [ + " first_name last_name number_of_claims\n", + "0 Esther279 Runolfsson901 246\n", + "1 Zelda766 Ernser583 219\n", + "2 Bonita405 Bernier607 121\n", + "3 Pei116 Williamson769 98\n", + "4 Magdalene960 Orn563 90\n", + "5 Lavinia262 Heaney114 90\n", + "6 Tommye961 Simonis280 77\n", + "7 Franklyn361 Tromp100 71\n", + "8 Terry864 King743 69\n", + "9 Alaine226 Willms744 64" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "from intugle.dp_builder import DataProductBuilder\n", "\n", @@ -330,10 +3938,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "31a3e32a", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "'SELECT patients.first as first_name, patients.last as last_name, count(claims.id) as number_of_claims FROM claims LEFT JOIN patients ON claims.patientid = patients.id GROUP BY patients.first , patients.last ORDER BY number_of_claims DESC LIMIT 10'" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# The generated SQL query\n", "data_product.sql_query\n", @@ -360,7 +3979,7 @@ ], "metadata": { "kernelspec": { - "display_name": "intugle", + "display_name": "env", "language": "python", "name": "python3" }, @@ -374,7 +3993,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.17" + "version": "3.12.3" } }, "nbformat": 4,