DTE Energy Company is a Detroit-based diversified energy company involved in the development and management of energy-related businesses and services nationwide. Its operating units include an electric utility serving customers in Southeastern Michigan and a natural gas utility serving customers in Michigan. The DTE Energy portfolio includes non-utility energy businesses focused on power and industrial projects, natural gas pipelines, gathering and storage, and energy marketing and trading. As one of Michigan's leading corporate citizens, DTE Energy is a force for growth and prosperity in the Michigan communities it serves in a variety of ways, including philanthropy, volunteerism and economic progress.
Industry sector: Utilities
Sector classification: Electric services
Deep Learning based analysis and prediction model for DTE Energy Company (DTE) 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. 2, 2015.
Market data for DTE 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 DTE.
Model is being retrained on a daily basis.
|% Held by Insiders||0.59%|
|% Held by Institutions||68.34%|
|EPS (last reported FY)||$5.59|
|EPS (last reported Q)||$1.91|
|EPS, estimated (last reported Q)||$1.89|
|Total revenues||$13 B|
|Net income||$1 B|