Used Car Price Prediction using Data Analytics

Used Car Price Prediction using Data Analytics

1. Techniques

   • Sentiment Analysis
     • Data preprocessing
       • Unstructured data
         • Data review
           • Tokenization
           • Stemming
           • Stop words
         • Numeric data
           • Data cleaning
           • Removing missing value
           • Remove outlier
       • Structured data
         • Training
         • Testing
     • Scrapping data
       • Platform
         • Mudah.com
         • Youtube
         • Carbase
       • Techniques
         • Audio analysis
         • Text Analysis
     • Approach
       • Lexicon based
         • Classification polarity
           • Positive
           • Negative
   • Machine learning
     • Techniques
       • Multiple linear Regression
       • Naive Bayes

2. Domain

   • Types of car
     • Continental car
       • BMW
       • Mercedes Benz
     • Local Car
       • Perodua
       • Proton
     • Other Asian car
       • Honda
       • Toyota
       • Hyundai
   • Variables of car
     • Car brand
     • Model
     • Year Manufactured
     • Engine capacity
     • Variant (Series)
   • Review
     • Expert Review
       • Customer Rating
         • Performance
         • Ride & Handling
         • Comfort
         • Safety
         • Space
         • Value
       • Review descriptions
     • Owner Review
       • Label
         • Recommended
         • Not recommended
       • Review descriptions
         • Good
         • Bad
         • Suggestion improvement