Shakil Khan
3 min readOct 31, 2020

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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.

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Shakil Khan

Passionate about Data architecture/engineering, Semantic Web Technologies