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
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: 2026-10-01 07:48:32 UTC; root
Author: Jiwon Min [aut, cre]
Config/pak/sysreqs: libicu-dev
Repository: https://zeee1.r-universe.dev
Date/Publication: 2021-01-13 08:50:02 UTC
RemoteUrl: https://github.com/cran/tashu
RemoteRef: HEAD
RemoteSha: c74a92126432ffeb81d3bea64594400a555f7c0a