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This Dataset is based on 'Human Activity Recognition Using Smartphones Dataset'. I sorted this data according to the project criteria. The dataset includes the following files: ========================================= - 'project_script.R' : total script for this project. - 'file_setting.R' : setup for read data from file. - 'README.txt' - 'Codebook_total.txt' : every data merges to one data set and shows its information. - 'features_info.txt': Shows information about the variables used on the feature vector. - 'features.txt': List of all features. - 'total_df.Rda' : R dataset of total measurements. Total data is too big, so applied head(2000) and saved. - 'df_mean.rda' & 'df_sd.Rda' : mean and standard deviation for each measurements. - 'mean_group.Rda' : data set with the average of each variable for each activity and each subject.