https://github.com/tanzim-prog/sentiment_analysis_bing_lexicon
The motive of this project is to find out the customer satisfaction of some residential hotels of Dhaka.
https://github.com/tanzim-prog/sentiment_analysis_bing_lexicon
dataanalysis dataprocessing datavisualization lexical-analysis sentiment-analysis webscraping
Last synced: 6 days ago
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The motive of this project is to find out the customer satisfaction of some residential hotels of Dhaka.
- Host: GitHub
- URL: https://github.com/tanzim-prog/sentiment_analysis_bing_lexicon
- Owner: Tanzim-prog
- Created: 2024-09-08T12:17:07.000Z (almost 2 years ago)
- Default Branch: master
- Last Pushed: 2024-09-08T13:36:57.000Z (almost 2 years ago)
- Last Synced: 2025-02-26T00:12:13.809Z (over 1 year ago)
- Topics: dataanalysis, dataprocessing, datavisualization, lexical-analysis, sentiment-analysis, webscraping
- Language: R
- Homepage:
- Size: 1.22 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Sentiment Analysis using Bing Lexicon
## The motive of this project is to find out the customer satisfaction of some residential hotels of Dhaka. This project was done in RStudio with R programming language. The dataset was created through web scraping using parsing method. Almost 5,000 reviews were collected of 8 hotels in Dhaka City. In this project almost 600 reviews were used of only 1 hotel.
The methods followed in this project are:
1. Data Collecting
2. Data Processing
3. Sentiment Analysis
## Data Collecting
*Tools Used*
- RStudio
- R programming language
- Selector Gadget (Chrome extension)
*Libraries Used*
- rvest
- dplyr
## Data Processing
*Tools Used*
- RStudio
- R programming language
*Libraries Used*
- openxlsx
- readxl
- stringr
- tm
## Sentiment Analysis
*Tools Used*
- RStudio
- R programming language
- Bing Lexicon
*Libraries Used*
- readxl
- tidyverse
- tidytext
- ggplot2
## For detailed documentation please visit and download files from the link
(https://github.com/Tanzim-prog/sentiment_analysis_bing_lexicon/tree/master/Documentation)