Some Small Data Analysis Projects

Ocean Capstone

Analysis ocean acoustics data from Peru
How can we apply AI/ML algorithms to classify and predict marine species to contribute to better marine resource management?

Agriculture Germany

Agricultural businesses in Germany 1999 - 2007
Simple example for geospatial visualizations

Python Coding Problems

Solving little coding problems in python from different sources
Example: sort picture by location, time and name

General Analytics Exam

Health insurance in Texas by ethnicity and education
Recursive partictioning and ML modelling

Small Projects that grew into their own Repository

CAMIS contributions

CAMIS = Comparing Analysis Method Implementations in Software
Replication of analysis methods in different software and to identify the fundamental sources of discrepant results between software.
See outputs: psiaims.github.io/CAMIS/

Soil Testing Capstone

Building a minimum viable product for an app that supports soil testing and regenerative agriculture.
Build a dashboard for soil tests outputs hosted here: https://jmanitz.shinyapps.io/soilapp/
Moved to https://github.com/jmanitz/soil_testing_app

Biodiversity Massachuetts

Land Protection Status in Massachuetts for 30x30 goal
Geospatial visualizations and basic calculations for proportion of protected land
Moved to https://github.com/jmanitz/climate_data_book

Temperature Shift in Boston

Time series analysis of Temperature shift in Boston
Moved to https://github.com/jmanitz/climate_data_book