Two-Week Work Plan

Here’s a structured plan for the next two weeks, breaking down the tasks into daily goals. This plan ensures we cover all required analyses and additional tasks, providing a clear roadmap for completing the project.

Week 1: Data Preparation, EDA, and Initial Hypothesis Testing

Day 1-2: Data Preparation

• Load and merge datasets.

• Handle missing values and data cleaning.

• Verify data types and handle any necessary conversions.

• Ensure there are no duplicate records after merging.

Day 3-4: Exploratory Data Analysis (EDA)

• Summary statistics of key variables.

• Visualize demographic information (age, gender, tenure).

• Analyze interaction patterns and process steps.

Day 5-6: Initial Hypothesis Testing - Completion Rate Analysis

• Calculate completion rates for Control and Test groups.