# RNN 1st Gen Model Cabot Oil & Gas Corporation Crude petroleum & natural gas

Stock predictor AI models:
70.37% successful of 54 deals
$ 22.25 Last close price
at 01-oct-2021


Model's trade recommendations 1.22% Return for period

16.33% Annual return

$10.75B Market Cap

β 0.40  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 1.22%
52wk return 6.00%
52wk Range
Sortino ratio 3.17
Sharpe ratio 1.56
Norm. RMSE 0.49%
Downside risk 4.81%
Volatility 0.00%
  • 0.24 (1.01%) Div (Yield)
  • STRONG BUY Analysts consensus recommendation

Cabot Oil & Gas Corp. is independent oil and Gas Company engaged in the exploration, development, acquisition and exploitation of oil and gas properties located in four areas of the United States: the onshore Texas and Louisiana Gulf Coast; the Rocky Mountains; Appalachia; and the Mid-Continent or Anadarko Basin. Cabot's exploration, development and production operations are primarily concentrated in two unconventional plays-the Marcellus Shale in northeast Pennsylvania and the Eagle Ford Shale in south Texas. The Company also has non-core operations in various other unconventional and conventional plays throughout the continental United States. Cabot Oil & Gas Corporation is headquartered in Houston, Texas.

Industry sector: Oils/Energy

Sector classification: Crude petroleum & natural gas

Deep Learning based analysis and prediction model for Cabot Oil & Gas Corporation (COG) 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 COG 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 COG.

Model is being retrained on a daily basis.

Float 444M
P/E 40.36
Shares Outstanding 451M
% Held by Insiders 1.60%
% Held by Institutions 98.59%
EPS (last reported FY) $0.48
EPS (last reported Q) $0.27
EPS, estimated (last reported Q) $0.25
Total revenues $2 B
Net income $0 B