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@triestpa
Last active June 8, 2016 09:40
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{
"cells": [
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"def preprocess_titanic_df(df):\n",
" processed_df = df.copy()\n",
" le = preprocessing.LabelEncoder()\n",
" processed_df.sex = le.fit_transform(processed_df.sex)\n",
" processed_df.embarked = le.fit_transform(processed_df.embarked)\n",
" processed_df = processed_df.drop(['name','ticket','home.dest'],axis=1)\n",
" return processed_df"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"processed_df = preprocess_titanic_df(titanic_df)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
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