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R-Projects

This repository contains the projects that I made in the R programming language.

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About R Programming

--> R is an open-source programming language that is widely used as a statistical software and data analysis tool.

--> R generally comes with the Command-line interface.

--> R is available across widely used platforms like Windows, Linux, and macOS.

--> R also provides rich Library support.

--> To install R library this command is used-

install.packages(library_name)

Mode of Execution Used: R Studio

R

--> Visit the official website: R

--> Download according to the platform that will be used like Linux, Macos or Windows.

--> Follow the setup wizard.

R Studio

--> Visit the official website: R Studio

--> Download according to the platform that will be used like Linux, Macos or Windows.

--> Follow the setup wizard.

--> Create a new file with the extention of .r and then this file can be executed in the console.

About Projects

Complete Description about the project and resources used.


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Twitter Sentimental Analysis

Twitter sentiment analysis analyzes the sentiment or emotion of tweets.

Dataset Used

Tweets Dataset

--> The tweets extracted using twitter api are stored in csv file.

--> The csv file is not preprocessed ,thus data cleaning is required.

Project

--> In this project sentiment analysis of CSV file containing tweets about Mr. Virat Kohli is done in R.

--> CSV file is cleaned using various predefined functions .

--> Sentiments are extracted using libraries in R.

--> Finally Data Visualizaion is done to represent the analysis in an understandable way.

Libraries Used

Short Description about all libraries used in Project.

To install R library this command is used- install.packages(library_name)

  • syuzhet-syuzhet library is used for sentiment extraction or getting the sentiment scores.
  • SentimentAnalysis-SentimentAnalysis library is used for Sentimental analysis.
  • ggplot2-ggplot2 is used for plotting the final plot of the sentimental analysis.

Thanks for Visiting 😄

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If you have any doubts or suggestions, feel free to reach me.

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This repository contains the projects that I made in the R programming language.

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