This is a regression analysis-based stock prediction program with a GUI representation that searches millions of data points from the Yahoo Finance database to analyze historical patterns across thousands of different stocks and predict their future trendline.

Format : Stock Name, Prediction Start Date/Prediction End Date : Prediction accuracy (1 = Accurate, 0 = Inaccurate), (Amount of stocks in Positive Pool, Amount of Stocks in Negative Pool)

Accuracy testing (Current Accuracy : 70%)

Trials : 10

6 Months :

AESE 2020-01-01/2020-06-05 : 1 (253,173)

SONY 2019-01-01/2019-06-05 : 0 (23,27)

1 Year :

TSLA 2019-01-01/2020-01-01 : 1 (343,202)

GMBL 2019-01-01/2020-01-01 : 1 (219, 288)

AIQ 2020-01-01/2021-01-01 : 1 (212,191)

PG 2019-01-01/2020-01-01 : 0 (138,203)

GOOGLE 2019-01-01/2020-01-01 : 0 (77,138)

NIO 2019-01-01/2020-01-01 : 1 (288,221)

DIS 2018-01-01/2019-01-01 : 1 (36,33)

UAL 2020-01-01/2021-09-30 : 1 (290,168)