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Add INDEX_COLUMNS constant for more readablility

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Alexander Hess 2018-08-29 13:59:07 +02:00
commit d5012946c2
2 changed files with 11 additions and 9 deletions
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1_data_cleaning.ipynb
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@ -30,7 +30,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"2018-08-29 13:46:44 CEST\n",
"2018-08-29 14:00:36 CEST\n",
"\n",
"CPython 3.6.5\n",
"IPython 6.5.0\n",
@ -82,15 +82,16 @@
"from utils import (\n",
" ALL_COLUMNS,\n",
" ALL_VARIABLES,\n",
" LABEL_COLUMNS, # groups nominal and ordinal\n",
" NUMERIC_VARIABLES, # groups continuous and discrete\n",
" CONTINUOUS_COLUMNS,\n",
" CONTINUOUS_VARIABLES,\n",
" DISCRETE_COLUMNS,\n",
" DISCRETE_VARIABLES,\n",
" INDEX_COLUMNS,\n",
" LABEL_COLUMNS, # groups nominal and ordinal\n",
" LABEL_TYPES,\n",
" NOMINAL_COLUMNS,\n",
" NOMINAL_VARIABLES,\n",
" NUMERIC_VARIABLES, # groups continuous and discrete\n",
" ORDINAL_COLUMNS,\n",
" ORDINAL_VARIABLES,\n",
" correct_column_names,\n",
@ -184,7 +185,7 @@
"correct_column_names(df.columns)\n",
"# Use a compound index and keep both\n",
"# identifying columns in the DataFrame.\n",
"df = df.set_index([\"Order\", \"PID\"])\n",
"df = df.set_index(INDEX_COLUMNS)\n",
"# Put the provided columns into the same\n",
"# order as in the encoded description file.\n",
"# Note that the target variable \"SalePrice\"\n",