{"cells":[{"metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true},"cell_type":"code","source":"import pandas as pd\nimport numpy as np","execution_count":null,"outputs":[]},{"metadata":{"_uuid":"d629ff2d2480ee46fbb7e2d37f6b5fab8052498a","_cell_guid":"79c7e3d0-c299-4dcb-8224-4455121ee9b0","trusted":true},"cell_type":"code","source":"fold_1 = pd.read_csv('/kaggle/input/lgbt-fold-1/submission.csv')\nfold_2 = pd.read_csv('/kaggle/input/lgbt-fold-2/submission.csv')\nfold_3 = pd.read_csv('/kaggle/input/lgbt-fold-3/submission.csv')\nfold_4 = pd.read_csv('/kaggle/input/lgbt-fold-4/submission.csv')\nfold_5 = pd.read_csv('/kaggle/input/lgbt-fold-5/submission.csv')","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"fold_1.head()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"fold_1['meter_reading'] = (fold_1['meter_reading'] + fold_2['meter_reading'] + fold_3['meter_reading'] + fold_4['meter_reading'] + fold_5['meter_reading'])/5","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"fold_1.head()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"fold_1['meter_reading'] = np.expm1(fold_1['meter_reading'])\nfold_1.loc[fold_1['meter_reading'] < 0, 'meter_reading'] = 0","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"fold_1.head()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"fold_1.to_csv('submission_fold_bland.csv',index=False)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"","execution_count":null,"outputs":[]}],"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat":4,"nbformat_minor":1}