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refactoring

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frankknoll
2022-01-29 03:00:22 +01:00
parent 6702d8456d
commit ae7cb41dac
1 changed files with 11 additions and 9 deletions
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HowBadIsMyBatch.ipynb
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@@ -21,21 +21,23 @@
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"def createDataFrameFromDescrs(vaersDescrs, manufacturer, dose):\n", "def createDataFrameFromDescr(vaersDescr, manufacturer, dose):\n",
" def filter(df):\n", " def filter(df):\n",
" return df[\n", " return df[\n",
" (df[\"VAX_TYPE\"] == \"COVID19\") &\n", " (df[\"VAX_TYPE\"] == \"COVID19\") &\n",
" (df[\"VAX_MANU\"] == manufacturer) &\n", " (df[\"VAX_MANU\"] == manufacturer) &\n",
" (df[\"VAX_DOSE_SERIES\"].str.contains(dose))]\n", " (df[\"VAX_DOSE_SERIES\"].str.contains(dose))]\n",
"\n", " \n",
" def vaersDescr2DataFrame(vaersDescr):\n",
" return pd.merge(\n", " return pd.merge(\n",
" vaersDescr['VAERSDATA'],\n", " vaersDescr['VAERSDATA'],\n",
" filter(vaersDescr['VAERSVAX']),\n", " filter(vaersDescr['VAERSVAX']),\n",
" left_index = True,\n", " left_index = True,\n",
" right_index = True)\n", " right_index = True)\n",
"\n", "\n",
" return pd.concat(map(vaersDescr2DataFrame, vaersDescrs))\n" "def createDataFrameFromDescrs(vaersDescrs, manufacturer, dose):\n",
" _createDataFrameFromDescr = lambda vaersDescr: createDataFrameFromDescr(vaersDescr, manufacturer, dose)\n",
" dataFrames = map(_createDataFrameFromDescr, vaersDescrs)\n",
" return pd.concat(dataFrames)\n"
] ]
}, },
{ {