# RNN 2nd Gen Model Duke Energy Corporation Electric & other services combined

Stock predictor AI models:
84.00% successful of 25 deals
$ 102.01 Last close price
at 29-oct-2021


Model's trade recommendations No return for period yet

4.79% Annual return

$55.99B Market Cap

β 0.10  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period
52wk return
52wk Range
Sortino ratio 2.98
Sharpe ratio 1.26
Norm. RMSE 0.80%
Downside risk 1.48%
Volatility 0.00%
  • 3.56 (4.45%) Div (Yield)
  • HOLD Analysts consensus recommendation

Duke Energy Corporation is one of the largest energy holding companies in the United States. Its Electric Utilities and Infrastructure business unit serves the customers. The company's Gas Utilities and Infrastructure business unit distributes natural gas to the customers in the Carolinas, Ohio, Kentucky and Tennessee. Its Commercial Renewables business unit operates a growing renewable energy portfolio across the United States.

Industry sector: Utilities

Sector classification: Electric & other services combined

Deep Learning based analysis and prediction model for Duke Energy Corporation (DUK) 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. 2, 2015.

Market data for DUK 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 DUK.

Model is being retrained on a regular basis.

Float 700M
P/E 17.46
Shares Outstanding 700M
% Held by Insiders 0.07%
% Held by Institutions 57.12%
EPS (last reported FY) $4.57
EPS (last reported Q) $0.94
EPS, estimated (last reported Q) $0.91
Total revenues $24 B
Net income $3 B