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feature: Coloquei um novo plot que mostra a quantidade de colunas ant… #154

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feature: Coloquei um novo plot que mostra a quantidade de colunas ant… #154

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34 changes: 23 additions & 11 deletions tasks/filter-selection/Experiment.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -127,14 +127,31 @@
" new_df = pd.DataFrame({'Columns':[], 'Removed':[], 'Type':[]})\n",
" dtypes = dict(pd.read_csv(dataset).dtypes)\n",
" \n",
" for column in columns:\n",
" for column in columns[:10]:\n",
" if column in features_to_filter:\n",
" new_df.loc[len(new_df)] = [column, 'Yes', dtypes[column]]\n",
" \n",
" else:\n",
" new_df.loc[len(new_df)] = [column, 'No', dtypes[column]]\n",
" \n",
" return new_df"
" tam_columns = len(columns)\n",
" tam_filter = len(features_to_filter)\n",
" \n",
" quant = pd.DataFrame({\" \":[], \"Before\":[], \"After\":[]})\n",
" quant.loc[len(quant)] = [\"Quantidade de colunas\", tam_columns, tam_columns - tam_filter]\n",
" \n",
" return new_df, quant"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"ax = plot_data_table(description()[0])\n",
"plt.title(\"Colunas que foram removidas ou não\")\n",
"plt.show()"
]
},
{
Expand All @@ -143,7 +160,7 @@
"metadata": {},
"outputs": [],
"source": [
"ax = plot_data_table(description())\n",
"ax = plot_data_table(description()[1])\n",
"plt.show()"
]
},
Expand Down Expand Up @@ -196,7 +213,7 @@
"celltoolbar": "Tags",
"experiment_id": "e0ad6d79-1de0-4bc1-9205-fca6401a6583",
"kernelspec": {
"display_name": "Python 3.7.0 64-bit",
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
Expand All @@ -210,15 +227,10 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.0"
"version": "3.8.8"
},
"operator_id": "fe3c068f-7bf5-44f3-a304-e819766dfbfe",
"task_id": "dca5e2e1-9211-43d9-b720-f400561dc8b4",
"vscode": {
"interpreter": {
"hash": "56c608449301a3fda7f6d1d62a5d801a55334fcc3ca83ac68dce48c6272aaaa3"
}
}
"task_id": "dca5e2e1-9211-43d9-b720-f400561dc8b4"
},
"nbformat": 4,
"nbformat_minor": 4
Expand Down