{"metadata":{"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,"cells":[{"metadata":{"_cell_guid":"832f4e30-b832-9dd6-aed3-6b42f0148b72","_active":false,"collapsed":false},"source":"%matplotlib inline\nimport numpy as np # linear algebra\nimport pandas as pd \nimport matplotlib.pyplot as plt\nfrom sklearn.ensemble import RandomForestRegressor\nfrom subprocess import check_output\nprint(check_output([\"ls\", \"../input\"]).decode(\"utf8\"))\n","execution_count":1,"cell_type":"code","outputs":[],"execution_state":"idle"},{"metadata":{"_cell_guid":"5faa2dfb-0f8b-d2f9-73b7-063e13a7acb4","_active":false,"collapsed":false},"source":"pd.set_option('display.MAX_COLUMNS',None)\npd.set_option('display.MAX_ROWS',None)","execution_count":2,"cell_type":"code","outputs":[],"execution_state":"idle"},{"metadata":{"_cell_guid":"69e93fde-69d0-a7b9-80d4-1be0776ff0d3","_active":false,"collapsed":false},"source":"checkAg=pd.read_csv('../input/check_agreement.csv')\ncheckCor=pd.read_csv('../input/check_correlation.csv')\nsamp=pd.read_csv('../input/sample_submission.csv')\ntest=pd.read_csv('../input/test.csv')\ntrain=pd.read_csv('../input/training.csv')","execution_count":3,"cell_type":"code","outputs":[],"execution_state":"idle"},{"metadata":{"_cell_guid":"9848d9a3-1449-ea3d-38c5-d95ab11cc372","_active":false,"collapsed":false},"source":"print(checkAg.head())\nprint('--------')\nprint(checkCor.head())\nprint('--------')\nprint(train.head())\nprint('--------')\nprint(test.head())\nprint('--------')\nprint(samp.head())","execution_count":4,"cell_type":"code","outputs":[],"execution_state":"idle"},{"metadata":{"_cell_guid":"e79c36d7-26ae-cbd8-338e-19bafb8d7414","_active":false,"collapsed":false},"source":"print(train.shape,test.shape)","execution_count":9,"cell_type":"code","outputs":[],"execution_state":"idle"},{"metadata":{"_cell_guid":"4668bb34-3518-1588-34a8-c505119515fc","_active":false,"collapsed":false},"source":"train.columns.difference(test.columns)","execution_count":8,"cell_type":"code","outputs":[],"execution_state":"idle"},{"metadata":{"_cell_guid":"2b71719f-5e23-e4ef-f237-b35896bd50d2","_active":true,"collapsed":false},"source":"print(train.isnull().sum(),test.isnull().sum())","execution_count":11,"cell_type":"code","outputs":[],"execution_state":"idle"},{"metadata":{"_cell_guid":"92ee6fd5-e065-1d62-3490-9f7ec805339f","_active":false,"collapsed":false},"source":null,"execution_count":null,"cell_type":"code","outputs":[]}]}