Jaden McCoy, J.R. Vojtech,

Trevor Michel, Pronob

Kumar, Jacob Gareis

Successful Match Definition

Match that remains active

Match that lasts over two years

Graduates or turns 18

Match Successful Closures within the data

Overall Success Rates

Community and On-Site Success Closure Rates

Cross Gender Match

Same Gender Match

Understanding Match Length

Duration of a Match in Months

Top 5 Race Pairing by Match Length in

Months

Predicting Match Length

K-fold Random Forest Regressor

Demographic Factors

Sentiment Analysis

U.S. ACS Information

RMSE of 5 Folds: [2.27, 2.48, 2.29, 2.44, 2.50]

Mean RMSE: 2.34

Actual Vs Predicted of Match Length

Language about future goals

(e.g., 'high school', 'planning')

and self-worth (e.g.,

'supporters', 'dignity') is

associated with longer match

durations.

Thank you,

Questions?

Our Contact Information:

EMAIL

• Jaden jadenkmccoy@gmail.com

• John jrvojtech@hotmail.com

• Trevor tmichel3796@gmail.com

• Pronob pronob.kumar@go.winona.edu

• Jacob jacob.gareis22@gmail.com