{"cells":[{"metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true},"cell_type":"code","source":"import pandas as pd\npd.merge(pd.read_csv('../input/test.csv'),\n         (pd.read_csv('../input/scalar_coupling_contributions.csv')\n          .drop(columns = ['atom_index_0','atom_index_1'])\n          .groupby(['type']).median().sum(axis = 1)\n          .reset_index()\n          .rename(columns = {0: 'scalar_coupling_constant'}))\n        )[['id','scalar_coupling_constant']].to_csv('baseline_submission.csv',index=False)","execution_count":37,"outputs":[]}],"metadata":{"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"name":"python","version":"3.6.4","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat":4,"nbformat_minor":1}