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https://github.com/madhurimarawat/r-projects

This repository contains the projects that I made in the R programming language.
https://github.com/madhurimarawat/r-projects

data-visualization r twitter-sentimental-analysis

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

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


![r_programming_language_abstract_programming_background_thinkstock_3x2_1200x800-100703503-large](https://github.com/madhurimarawat/R-Projects/assets/105432776/9a06f25b-3fa1-42e1-84e9-aee50f167fe7)

# 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.


![maxresdefault](https://github.com/madhurimarawat/R-Projects/assets/105432776/ca409533-8052-4f66-a814-43816ff0521c)



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.

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## Thanks for Visiting 😄

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


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