Arctic Analytics

• Arctic Analytics
  • Project Structure
  • Algorithms
  • Market Basket Analysis
  • Notes from 7/30 Meeting

Project Structure

.
├── README.md
├── pyvenv.cfg
├── requirements.txt
└── src
    ├── algorithms
    │   ├── __init__.py
    │   └── market_basket_analysis.py
    ├── data
    │   ├── instacart_data_subset.zip
    │   ├── order_products_prior_subset.csv
    │   ├── products.csv
    │   └── products.csv.zip
    ├── streamlit_app
    │   ├── app.py
    │   ├── data.db
    │   ├── test1.csv
    │   ├── test1.py
    │   └── uber_pickups.py
    └── validation
        ├── __init__.py
        ├── tests
        │   ├── __init__.py
        │   ├── test_transformer.py
        │   └── test_validator.py
        ├── transformer
        │   ├── __init__.py
        │   └── transformer.py
        └── validator
            ├── __init__.py
            └── validator.py

Algorithms

Market Basket Analysis

Notes from 7/30 Meeting

• Task 1: multiple tables in excel doc -> return Err: ask user to reformat data
• Task 2: Tutorial? Sample data/ columns guideline
• Task 3: Basic cleaning data (e.g. null values etc)
• Task 4: Filtering dataset?