Package: tashu
Type: Package
Title: Analysis and Prediction of Bicycle Rental Amount
Version: 0.1.1
Authors@R: person("Jiwon", "Min", email = "miw5281@gmail.com", role = c("aut", "cre"))
Maintainer: Jiwon Min <miw5281@gmail.com>
Description: Provides functions for analyzing citizens' bicycle usage pattern and predicting rental amount on specific conditions.
    Functions on this package interacts with data on 'tashudata' package, a 'drat' repository.
    'tashudata' package contains rental/return history on public bicycle system('Tashu'), weather for 3 years and bicycle station information. 
    To install this data package, see the instructions at <https://github.com/zeee1/Tashu_Rpackage>.
    top10_stations(), top10_paths() function visualizes image showing the most used top 10 stations and paths.
    daily_bike_rental() and monthly_bike_rental() shows daily, monthly amount of bicycle rental.
    create_train_dataset(), create_test_dataset() is data processing function for prediction.
    Bicycle rental history from 2013 to 2014 is used to create training dataset and that on 2015 is for test dataset.
    Users can make random-forest prediction model by using create_train_model() 
    and predict amount of bicycle rental in 2015 by using predict_bike_rental().
License: GPL (>= 2)
Encoding: UTF-8
LazyData: true
Imports: ggplot2, lubridate, dplyr, randomForest, plyr, reshape2,
        RColorBrewer, drat
Suggests: knitr, rmarkdown, tashudata
Additional_repositories: https://zeee1.github.io/drat
VignetteBuilder: knitr
RoxygenNote: 7.1.1
Depends: R (>= 3.5.0)
NeedsCompilation: no
Packaged: 2021-01-13 09:03:15 UTC; miw52
Author: Jiwon Min [aut, cre]
Repository: CRAN
Date/Publication: 2021-01-13 09:50:02 UTC
Built: R 4.6.0; ; 2026-04-29 08:43:00 UTC; unix
