https://github.com/shrawans007/hotel_customers_sentiments

Sentiment Analysis for a Hotel Based on Customer's Reviews
https://github.com/shrawans007/hotel_customers_sentiments

2018-2019 data-analysis data-analysis-in-excel data-cleaning data-cleaning-and-preprocessing data-visualization excel excel-pivot-tables github hotel-review-sentiments hotel-service ms-excel ms-excel-data-analytics pivot-tables sentiment-analysis tableau tableau-public text-reviews treemap

Last synced: 3 months ago
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Sentiment Analysis for a Hotel Based on Customer's Reviews

• Host: GitHub
• URL: https://github.com/shrawans007/hotel_customers_sentiments
• Owner: shrawans007
• Created: 2025-01-25T09:05:36.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2025-01-25T15:59:45.000Z (5 months ago)
• Last Synced: 2025-02-03T18:50:45.378Z (5 months ago)
• Topics: 2018-2019, data-analysis, data-analysis-in-excel, data-cleaning, data-cleaning-and-preprocessing, data-visualization, excel, excel-pivot-tables, github, hotel-review-sentiments, hotel-service, ms-excel, ms-excel-data-analytics, pivot-tables, sentiment-analysis, tableau, tableau-public, text-reviews, treemap
• Homepage:
• Size: 14.6 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# hotel_customers_sentiments

## Sentiment Analysis for a Hotel Based on Customer's Text Reviews

Analysis done in MS Excel, uploaded the same file with multiple sheets comprising of Raw data, Cleaned Data, Sentiment Analysis, Label Count, Pivot Table, Chart (visualization) and Findings/Insights. You can download and check the file: [hotel customers sentiments_multiple sheets_shrawan.xlsx](https://github.com/user-attachments/files/18546692/hotel.customers.sentiments_multiple.sheets_shrawan.xlsx)

## Screenshot of excel file with pivot table and small chart

![Screenshot 2025-01-25 211326](https://github.com/user-attachments/assets/178d1b46-cb3d-4a12-a4cf-7899892f0309)

## Visualizations:

### Excel (Screenshot of bigger chart) 

![Picture2](https://github.com/user-attachments/assets/ad0f4265-bed4-4155-a773-a046e0f15f44)

### Tableau (Image of treemap)

![Hotel_sentiment_tableau_treemap](https://github.com/user-attachments/assets/de0f4399-de1d-43ae-83b9-b93a21698222)

Link of tableau viz with filters: https://public.tableau.com/views/SentimentAnalysisforaHotelstaying/Basedoncustomertextreviews2018-2019?:language=en-US&:sid=&:redirect=auth&:display_count=n&:origin=viz_share_link 

## Findings/Insights (Screenshot)

![Screenshot 2025-01-25 212827](https://github.com/user-attachments/assets/2129b78f-1ce6-412a-9e4a-9ffca817faf6)

Please give your valuable feedback, thank you! :)