{"cells":[{"cell_type":"code","execution_count":null,"metadata":{"_cell_guid":"445d6d92-49cd-7c83-94a3-f6bce80d5ac8"},"outputs":[],"source":"# This Python 3 environment comes with many helpful analytics libraries installed\n# It is defined by the kaggle/python docker image: https://github.com/kaggle/docker-python\n# For example, here's several helpful packages to load in \n\nimport numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\n\n# Input data files are available in the \"../input/\" directory.\n# For example, running this (by clicking run or pressing Shift+Enter) will list the files in the input directory\n\nfrom subprocess import check_output\nprint(check_output([\"ls\", \"../input\"]).decode(\"utf8\"))\n\n# Any results you write to the current directory are saved as output."},{"cell_type":"code","execution_count":null,"metadata":{"_cell_guid":"e851f19e-c1bf-95e5-3f7d-a7bcfc762cf0"},"outputs":[],"source":"!du -hs ../input/*"},{"cell_type":"code","execution_count":null,"metadata":{"_cell_guid":"d90d3fc6-8203-8e3b-c200-6fefaf8c7157"},"outputs":[],"source":"train_sample = pd.read_csv('../input/train_numeric.csv', nrows=1000)"},{"cell_type":"code","execution_count":null,"metadata":{"_cell_guid":"365614cd-3006-c626-995c-b37454f1861c"},"outputs":[],"source":"train_sample.head()"},{"cell_type":"code","execution_count":null,"metadata":{"_cell_guid":"f3f56049-2f66-64ad-5e82-6b0f2194f056"},"outputs":[],"source":"columns = train_sample.columns.drop(['Id', 'Response'])"},{"cell_type":"code","execution_count":null,"metadata":{"_cell_guid":"d43eba60-901e-b8ab-00f8-133e9f9ea7fc"},"outputs":[],"source":"columns = pd.DataFrame(columns)"},{"cell_type":"code","execution_count":null,"metadata":{"_cell_guid":"f8e2094c-bc68-0d0a-c44d-df619dec1cd2"},"outputs":[],"source":"columns.columns.astype('str').str.split('_')"},{"cell_type":"code","execution_count":null,"metadata":{"_cell_guid":"249bc315-490a-bb40-8698-e41daa2c8d6a"},"outputs":[],"source":"columns"},{"cell_type":"code","execution_count":null,"metadata":{"_cell_guid":"916363be-056b-34f0-ee2b-5c599713de44"},"outputs":[],"source":""}],"metadata":{"_change_revision":0,"_is_fork":false,"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.5.2"}},"nbformat":4,"nbformat_minor":0}