# RNN 1st Gen Model CONSOL Energy Inc. Bituminous coal & lignite - surface mining

Stock predictor AI models:
68.63% successful of 51 deals
$ 13.42 Last close price
at 18-oct-2021


Model's trade recommendations -1.12% Return for period

17.50% Annual return

$3.39B Market Cap

β 1.26  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period -1.12%
52wk return 2.24%
52wk Range
Sortino ratio 1.47
Sharpe ratio 0.81
Norm. RMSE 1.31%
Downside risk 12.38%
Volatility 0.00%
  • 0.13 (0.83%) Div (Yield)
  • STRONG BUY Analysts consensus recommendation

CONSOL Energy Inc. is a Canonsburg-based producer and exporter of high-Btu bituminous thermal and crossover metallurgical coal. It owns and operates some of the most productive longwall mining operations in the Northern Appalachian Basin. The company also owns and operates the CONSOL Marine Terminal, which is located in the port of Baltimore.

Industry sector: Oils/Energy

Sector classification: Bituminous coal & lignite - surface mining

Deep Learning based analysis and prediction model for CONSOL Energy Inc. (CNX) 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 CNX 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 CNX.

Model is being retrained on a daily basis.

Float 219M
P/E 63.13
Shares Outstanding 224M
% Held by Insiders 2.00%
% Held by Institutions 95.66%
EPS (last reported FY) $-0.16
EPS (last reported Q) $0.05
EPS, estimated (last reported Q) $-0.03
Total revenues $1 B
Net income $0 B