# RNN 2nd Gen Model Southwestern Energy Company Crude petroleum & natural gas

Stock predictor AI models:
Subscribe >> Deal exit on
May 29, 2020
Deal entry on
May 29, 2020
5.37%Expected margin
72.62% successful of 84 deals
$ 3.01 Last close price
at 29-may-2020


Model's trade recommendations 22.46% Return for period

-7.40% Annual return

$2.47B Market Cap

β 0.79  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 22.46%
52wk return -4.52%
52wk Range
Sortino ratio 0.13
Sharpe ratio 0.10
Norm. RMSE 3.79%
Downside risk 39.75%
Volatility 0.00%
  • HOLD Analysts consensus recommendation

Southwestern Energy Company is an independent energy company whose wholly-owned subsidiaries are engaged in natural gas and oil exploration, development and production, natural gas gathering and marketing.

Industry sector: Oils/Energy

Sector classification: Crude petroleum & natural gas

Deep Learning based analysis and prediction model for Southwestern Energy Company (SWN) 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. 22, 2015.

Market data for SWN 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 SWN.

Model is being retrained on a regular basis.

Float 583M
P/E 7.80
Shares Outstanding 587M
% Held by Insiders 0.70%
% Held by Institutions 82.17%
EPS (last reported FY) $0.44
EPS (last reported Q) $0.28
EPS, estimated (last reported Q) $0.26
Total revenues $3 B
Net income $1 B