Other packages > Find by keyword >

WeatherSentiment  

Comprehensive Analysis of Tweet Sentiments and Weather Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("WeatherSentiment", "1.0")



Attach the package and use:
library("WeatherSentiment")
Maintained by
Leila Marvian Mashhad
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-08-19
Latest Update: 2024-08-19
Description:
A comprehensive suite of functions for processing, analyzing, and visualizing textual data from tweets is offered. Users can clean tweets, analyze their sentiments, visualize data, and examine the correlation between sentiments and environmental data such as weather conditions. Main features include text processing, sentiment analysis, data visualization, correlation analysis, and synthetic data generation. Text processing involves cleaning and preparing tweets by removing textual noise and irrelevant words. Sentiment analysis extracts and accurately analyzes sentiments from tweet texts using advanced algorithms. Data visualization creates various charts like word clouds and sentiment polarity graphs for visual representation of data. Correlation analysis examines and calculates the correlation between tweet sentiments and environmental variables such as weather conditions. Additionally, random tweets can be generated for testing and evaluating the performance of analyses, empowering users to effectively analyze and interpret 'Twitter' data for research and commercial purposes.
How to cite:
Leila Marvian Mashhad (2024). WeatherSentiment: Comprehensive Analysis of Tweet Sentiments and Weather Data. R package version 1.0, https://cran.r-project.org/web/packages/WeatherSentiment. Accessed 22 Dec. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited WeatherSentiment R package
View WeatherSentiment citation profile
Other R packages that WeatherSentiment depends, imports, suggests or enhances
Complete documentation for WeatherSentiment
Functions, R codes and Examples using the WeatherSentiment R package
Full WeatherSentiment package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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