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adbms_apriori_association's Introduction

Apriori Association Rules

The given directory consists of two files: The directory structure is as follows:

  • association.py All the code for the Association Rules is in this file. To run the file : python3 association.py
  • online_retail_data.xlsx Dataset that we are using.

List of questions :

  1. What is the total number of sales incurred by the company ?
  2. What is the total profit earned by the company ?
  3. Who are the top 20 customers based on the shopping amount that they spent ?
  4. What are the frequently sold items by quantitiy ?
  5. What are the frequently sold items by total amount ?
  6. Analyse number of sales for every month.
  7. What are the monthly earnings of the company ?
  8. Region (Country) wise sales.
  9. What are the number of active customers in each country ?
  10. Get United Kingdom top ranked customers based on the total amount.
  11. What are United Kingdom's frequently sold items by quantitiy ?
  12. What are United Kingdom's frequently sold items by total amount ?

KDD Process involved :

  1. Data Selection
  2. Data Pre Processing
  3. Data Transformation
  4. Data Mining Algo (Apriori)
  5. Interpretation of Results

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