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.