Other packages > Find by keyword >

tashu  

Analysis and Prediction of Bicycle Rental Amount
View on CRAN: Click here


Download and install tashu package within the R console
Install from CRAN:
install.packages("tashu")

Install from Github:
library("remotes")
install_github("cran/tashu")

Install by package version:
library("remotes")
install_version("tashu", "0.1.1")



Attach the package and use:
library("tashu")
Maintained by
Jiwon Min
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-09-04
Latest Update: 2021-01-13
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().
How to cite:
Jiwon Min (2019). tashu: Analysis and Prediction of Bicycle Rental Amount. R package version 0.1.1, https://cran.r-project.org/web/packages/tashu. Accessed 06 May. 2025.
Previous versions and publish date:
0.1.0 (2019-09-04 11:30)
Other packages that cited tashu R package
View tashu citation profile
Other R packages that tashu depends, imports, suggests or enhances
Complete documentation for tashu
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

rotations  
Working with Rotation Data
Tools for working with rotational data, including simulation from the most commonly used distributi ...
Download / Learn more Package Citations See dependency  
tbrf  
Time-Based Rolling Functions
Provides rolling statistical functions based on date and time windows instead of n-lagged observatio ...
Download / Learn more Package Citations See dependency  
simfam  
Simulate and Model Family Pedigrees with Structured Founders
The focus is on simulating and modeling families with founders drawn from a structured population (f ...
Download / Learn more Package Citations See dependency  
netUtils  
A Collection of Tools for Network Analysis
Provides a collection of network analytic (convenience) functions which are missing in other standar ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
HuraultMisc  
Guillem Hurault Functions' Library
Contains various functions for data analysis, notably helpers and diagnostics for Bayesian modelling ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA