Norfolk Southern Corporation (NSC) is one of the nation's premier transportation companies. Norfolk Southern Corp. owns two major freight railroads, Norfolk Southern Railway Company and Norfolk Western Railway company, which operates in numerous states, the District of Columbia and the Province of Ontario. Its Norfolk Southern Railway Company subsidiary operates approximately 19,500 route miles in 22 states and the District of Columbia, serves every major container port in the eastern United States, and provides efficient connections to other rail carriers. Norfolk Southern operates the most extensive intermodal network in the East and is a major transporter of coal, automotive, and industrial products. The company os headquartered in Norfolk, Virginia.
Industry sector: Transportation
Sector classification: Railroads, line-haul operating
Deep Learning based analysis and prediction model for Norfolk Souther Corporation (NSC) stock is a 2nd Generation Non-linear Autoregressive (NAR) model based on the LSTM/GRU Recurrent Neural Network architecture.
Model is in the production pipeline since Oct. 22, 2015.
Market data for NSC 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 NSC.
Model is being retrained on a regular basis.
|% Held by Insiders||0.36%|
|% Held by Institutions||72.28%|
|EPS (last reported FY)||$6.61|
|EPS (last reported Q)||$1.93|
|EPS, estimated (last reported Q)||$1.77|
|Total revenues||$11 B|
|Net income||$5 B|