Data analysis journey

LP Optimization

Sep 6, 20242 min read

In this project the goal was to find a method to take a group of 100 students and form 5 teams of students where the average team score was...

LP Optimization

Critical Path

Jun 14, 20241 min read

Using the networkx library I build and find the critical path of a network from a data frame. The network graph created below can be found here. #...

Critical Path

🌽 Crop Classification Model

Jun 7, 20242 min read

choosing a classification model · This Kaggle dataset contains soil characteristics, used to recommend what type of farm crop to plant in that soil with...

🌽 Crop Classification Model

Hypothesis Testing (2 Sample T-test)

Jun 2, 20241 min read

I recently created a template for performing a 2 sample T-test, to determine if changes in a process are statistically significant. In the process I...

Hypothesis Testing (2 Sample T-test)

Time series forecasting with Prophet

Mar 15, 20241 min read

In this example, I am forecasting the future price of the AAPL stock, using data from the kaggle dataset starting with prices after 2015. View...

Time series forecasting with Prophet

Creating Network Diagrams using PyVis

Mar 8, 20241 min read

Recently I was working with large precedence networks, performing critical path analysis and finding node successors. I wanted to visualize the...

Creating Network Diagrams using PyVis