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@aneiderhiser
aneiderhiser committed Mar 10, 2023
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"metadata": {
"colab": {
"provenance": [],
"authorship_tag": "ABX9TyOKOuZbQgAiFqb0D+mvQwgY",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
}
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"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/github/tuva-health/notebooks/blob/main/patient_population.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"id": "BcWYGCAgH0ow"
},
"outputs": [],
"source": [
"from google.colab import auth\n",
"auth.authenticate_user()"
]
},
{
"cell_type": "code",
"source": [
"from google.cloud import bigquery\n",
"client = bigquery.Client(project='medicare-lds-five-percent')\n",
"# client = bigquery.Client(project='tuva-claims-demo')"
],
"metadata": {
"id": "q9pTgsAwJRwV"
},
"execution_count": 2,
"outputs": []
},
{
"cell_type": "code",
"source": [
"sql_query = ('''SELECT *\n",
" FROM core.patient\n",
" ''')\n",
"patient = client.query(sql_query).to_dataframe()\n",
"\n",
"sql_query = ('''SELECT *\n",
" FROM core.encounter\n",
" ''')\n",
"encounter = client.query(sql_query).to_dataframe()\n",
"\n",
"sql_query = ('''SELECT *\n",
" FROM chronic_conditions.tuva_chronic_conditions_wide\n",
" ''')\n",
"chronic_conditions = client.query(sql_query).to_dataframe()"
],
"metadata": {
"id": "Vcu1k-pHJf_Q"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"source": [
"chronic_conditions.head()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 300
},
"id": "ADuns5ETL2fS",
"outputId": "f1136e73-7494-44d3-a0ce-ee4d6ac80338"
},
"execution_count": null,
"outputs": [
{
"output_type": "execute_result",
"data": {
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]
},
"metadata": {},
"execution_count": 6
}
]
}
]
}

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