Skip to content

RuttonSarker/E-commerce-Customer-Data-Analysis-Using-NLP

Repository files navigation

E-Commerece Customers Data Analysis

Import data from SQLite database which contained more than 50000 e-commerce customers data. Perfrom several actions on purchased product reviews:

  • Sentiment Analysis using TextBlob library
  • EDA for Positive Sentences
  • EDA for Negative Sentences
  • Analyze feedback given from customers
  • Find Out customers to recommend more Products
  • Analyze customer behaviour

Library Used:

  • NumPy

  • Pandas

  • matplotlib

  • plotly

  • seaborn

  • Textblob

  • nltk

  • Wordcloud

                                         *******   Postive Sentences    *********
    

Positive_sentence

                                      **********   Negative Sentences  *********

Negative_sentence

                           ************ Most Preferred Words by customers **************

Most_Preferred_Words

About

Performed customer sentiment analysis, analyzed customer feedback, and implemented product recommendation.

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published