Skip to content

GoConqr has a new look! Let us know what you think.

Sign up free

Mind map

Used Car Price Prediction using Data Analytics

Firahm Afandi FYP English

Map content

Used Car Price Prediction using Data Analytics

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
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

Information

Description: FYP Mind Map on Used Car Price Prediction using Data Analytics, created by Firahm Afandi on 17/11/2019.
Created by: Firahm Afandi · Nov 2019
Updated: Dec 14, 2019
Views: 0
History: Created by Firahm Afandi · Oct 9, 2019

Copied by Firahm Afandi · Nov 17, 2019
Rating