I will do market basket analysis and association rule mining
I will clean, analyze, and automate your business data in Excel
About this Gig
Want to skyrocket your e-commerce sales? Stop guessing what your customers want. I will use Python and the Apriori algorithm to perform a professional Market Basket Analysis, unlocking hidden purchasing patterns in your transaction data to create high-margin product bundles.
What I offer:
- Data Preprocessing: Cleaning and structuring raw transaction records.
- Association Rule Mining: Finding high-affinity product combinations using Support, Confidence, and Lift.
- Actionable Strategies: Recommending cross-selling opportunities to boost average order value.
Packages:
- BASIC ($90): Product Pair Analysis. Find top frequently bought together pairs. Includes model documentation.
- STANDARD ($120): Product Bundle Insights. Complex multi-item rules, full Python source code, and API integration.
- PREMIUM ($150): Full Basket Analysis. Multi-item rules, clear data visualizations, code, and performance tracking.
Turn data into revenue. Click order now to maximize your store's profits!
Programming language:
Python
Frameworks:
Scikit-learn
Tools:
Jupyter Notebook
•
Excel
•
Colab
My Portfolio
FAQ
What is Market Basket Analysis?
It is a data method that finds out which products your customers frequently buy together.
How does this benefit my store?
It helps you create perfect product bundles, cross-sell items, and increase your average order value.
What data file do you need?
I just need a CSV, Excel, or SQL file containing your historical sales records.
What columns must my data have?
Your dataset needs a unique Order/Transaction ID column and a Product Name or ID column.
What is the Apriori algorithm?
It is the industry-standard data mining rule used to find hidden item relationships in datasets.
Do I need to know Python?
No. I do all the heavy coding and deliver plain, easy-to-understand business recommendations.
Can you connect this to my system?
Yes, the Standard and Premium packages include API integration options to sync with your app
Is my business data safe with you?
Absolutely. Your transaction datasets are handled with strict privacy and are never shared.
