https://github.com/nikoshet/amazon-customer-reviews-data-mining

Project for course 'Data Mining' for M.Sc. 'Data Science and Machine Learning' in NTUA
https://github.com/nikoshet/amazon-customer-reviews-data-mining

data-mining data-science keras-tensorflow numpy pandas python

Last synced: about 2 months ago
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Project for course 'Data Mining' for M.Sc. 'Data Science and Machine Learning' in NTUA

• Host: GitHub
• URL: https://github.com/nikoshet/amazon-customer-reviews-data-mining
• Owner: nikoshet
• License: gpl-3.0
• Created: 2020-03-08T13:24:54.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-03-19T13:12:36.000Z (almost 5 years ago)
• Last Synced: 2024-04-19T19:08:01.322Z (8 months ago)
• Topics: data-mining, data-science, keras-tensorflow, numpy, pandas, python
• Language: Jupyter Notebook
• Homepage:
• Size: 870 KB
• Stars: 2
• Watchers: 2
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Data Mining M.Sc. Course Project

Dataset: "Amazon Customer Reviews".

More can be found [here](https://s3.amazonaws.com/amazon-reviews-pds/readme.html)

## Contributors

[Nick Nikitas](https://github.com/nikoshet) 

[Dimitris Zografakis](https://github.com/dimzog) 

[Filippos Markolefas](https://github.com/filippos93)

## Notebook Structure

```

~/Data_Mining_Project.ipynb

│

└──Main functions to download dataset

│

└──Reviews, Text Mining

│

└──Feature Extraction

│

└──Exploratory Data Analysis

   | General info

   | PLots and statistics

│

└──Machine Learning - Sentiment Analysis

   | Preprocessing

   | Algorithms

│

└──Itemsets

```

## Libraries Used

pandas, numpy, matplotlib, seaborn, mlxtend, nltk, sklearn, keras

### Licence

Copyright © 2020 Nick Nikitas, Dimitris Zografakis, Filippos Markolefas