# RNN 1st Gen Model Union Pacific Corporation Railroads, line-haul operating

Stock predictor AI models:
74.19% successful of 62 deals
$ 225.93 Last close price
at 18-oct-2021


Model's trade recommendations -0.59% Return for period

-5.10% Annual return

$101.11B Market Cap

β 0.79  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period -0.59%
52wk return -6.09%
52wk Range
Sortino ratio -0.29
Sharpe ratio -0.27
Norm. RMSE 0.50%
Downside risk 14.43%
Volatility 0.00%
  • 2.92 (2.22%) Div (Yield)
  • BUY Analysts consensus recommendation

Union Pacific Corporation is one of America's leading transportation companies. Its principal operating company, Union Pacific Railroad, is North America's premier railroad franchise, covering 23 states across the western two-thirds of the United States. One of America's most recognized companies, Union Pacific Railroad proves a critical link in the global supply chain. Union Pacific's network and operations is to support America's transportation infrastructure. The railroad's diversified business mix is classified into its Agricultural Products, Energy, Industrial and Premium business groups. Union Pacific serves many of the fastest-growing U.S. population centers, operates from all major West Coast and Gulf Coast ports to eastern gateways, connects with Canada's rail systems and is the only railroad serving all six major Mexico gateways. Union Pacific provides value to its customers by delivering products in a safe, reliable, fuel-efficient and environmentally responsible manner.

Industry sector: Transportation

Sector classification: Railroads, line-haul operating

Deep Learning based analysis and prediction model for Union Pacific Corporation (UNP) stock is a 1st Generation Non-linear Autoregresive with exogenous variable(s) (NARX) model based on the Recurrent Neural Network architecture.

Model is in the production pipeline since Oct. 22, 2015.

Market data for UNP model training are being downloaded from the Quandl premium datasets on a daily basis.
Risks related to the novel coronavirus disease 2019 (COVID-19) caused by the virus named “SARS-CoV-2” are accounted for in this model in the form of the historical data coincided with outbreaks and other global events in the past used to train ML prediction model for UNP.

Model is being retrained on a daily basis.

Float 769M
P/E 21.31
Shares Outstanding 770M
% Held by Insiders 0.20%
% Held by Institutions 79.79%
EPS (last reported FY) $5.79
EPS (last reported Q) $1.68
EPS, estimated (last reported Q) $1.65
Total revenues $21 B
Net income $11 B