Shakil Khan
3 min readOct 31, 2020

The Keystone State (Pennsylvania) has become the “keystone” of Electoral college. Whoever wins Pennsylvania will win the Presidency in 2020.

I used 2016 Presidential Election data to build a simple model and then applied the findings to predict 2020 outcome for the Pennsylvania in two scenarios.

Presidential Election: 2016

  1. Registered voter by race (Assuming the race distribution is not changed in the registered voter subset)

Registered voter by race = Registered Voter x % Race

White voters = 8,722,977 x 0.761 = 6,638,185

Black voters = 8,722,977 x 0.108 = 942,081

Hispanic voters = 8,722,977 x 0.076 = 662,946

2. Registered voter who voted by race

Registered voter who voted by race = Registered voter by race x turn-out by race

White voted = 6,638,185 x 0.653 = 4,334,734

Black voted = 942,081 x 0.596 = 561,480

Hispanic voted = 662,946 x 0.527 = 349,372

3. Vote received

Vote received = Registered voter who voted by race x % Vote received by candidate by race

Presidential Election: 2020

  1. Registered voter by race (Assuming the race distribution is not changed in the registered voter subset)

Registered voter by race = Registered Voter x % Race

White Voters = 8,599,254 x 0.761 = 6,544,032

Black = 8,599,254 x 0.108 = 928,791

Hispanic = 8,599,254 x 0.076 = 653,543

2. Registered voter who voted by race

Registered voter who voted by race = Registered voter by race x turn-out by race

White voted = 6,544,032 x 0.702 = 4,593,910

Black voted = 928,791 x 0.666 = 618,574

Hispanic voted = 653,543 x 0.561 = 366,637

3. Vote received

Vote received = Registered voter who voted by race x % Vote received by candidate by race

SCENARIO 2:

  1. Registered voter by race (Assuming the race distribution is not changed in the registered voter subset)

Registered voter by race = Registered Voter x % Race

White Voters = 8,599,254 x 0.761 = 6,544,032

Black = 8,599,254 x 0.108 = 928,791

Hispanic = 8,599,254 x 0.076 = 653,543

2. Registered voter who voted by race

Registered voter who voted by race = Registered voter by race x turn-out by race

White voted = 6,544,032 x 0.702 = 4,593,910

Black voted = 928,791 x 0.666 = 618,574

Hispanic voted = 653,543 x 0.561 = 366,637

3. Vote received

Vote received = Registered voter who voted by race x % Vote received by candidate by race

Biden needs to get 76% of the Hispanic vote and allow Trump to get maximum 18% of the Hispanic votes to turn the KEYSTONE State blue.

Biden better promise something that the Hispanic voters want to hear by end of Saturday.

Shakil Khan
Shakil Khan

Written by Shakil Khan

Passionate about Data architecture/engineering, Semantic Web Technologies

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