Kansas City Southern is a transportation holding company with two primary subsidiaries. The Kansas City Southern Railway Company, is one of seven Class I railroads operating in the United States. Kansas City Southern de M?xico, SA. de C.V. is one of three large regional railroads in Mexico. KCS also owns 50% of the Panama Canal Railway Company in Panama. The combined North American rail network comprises approximately 6,000 miles of rail lines that link commercial and industrial markets in the United States and Mexico.
Industry sector: Transportation
Sector classification: Railroads, line-haul operating
Deep Learning based analysis and prediction model for Kansas City Southern (KSU) 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 KSU 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 KSU.
Model is being retrained on a daily basis.
|% Held by Insiders||0.70%|
|% Held by Institutions||88.35%|
|EPS (last reported FY)||$5.25|
|EPS (last reported Q)||$1.30|
|EPS, estimated (last reported Q)||$1.35|
|Total revenues||$3 B|
|Net income||$1 B|