R: Analysis and Prediction of Bicycle Rental Amount

# Analysis and Prediction of Bicycle Rental Amount

## Documentation for package ‘tashu’ version 0.1.1

- DESCRIPTION file
- User guides, package vignettes and other documentation

## Help Pages

create_test_dataset | Create training dataset on specific station for prediction
create_train_dataset | Create training dataset on specific station for prediction
create_train_model | Create random-forest training model for bicycle rental prediction.
daily_bicycle_rental | Visualize amount of bicycle rental at each day of week.
extract_features | Extract feature columns from train/test dataset
monthly_bicycle_rental | Visualize the change of bicycle rental amount by temperature and each month.
predict_bicycle_rental | Predict hourly Demand of bicycle in 2015.
top10_paths | Visualize Top 10 Pathes that were most used from 2013 to 2015.
top10_stations | Visualize top 10 stations that were most used from 2013 to 2015.