# RNN 2nd Gen Model Williams Companies, Inc. Natural gas transmission

Stock predictor AI models:
81.55% successful of 103 deals
$ 23.72 Last close price
at 02-mar-2021


Model's trade recommendations 6.58% Return for period

3.71% Annual return

$21.63B Market Cap

β 1.38  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 6.58%
52wk return 25.01%
52wk Range
Sortino ratio 0.31
Sharpe ratio 0.28
Norm. RMSE 0.68%
Downside risk 20.20%
Volatility 0.00%
  • 1.36 (5.20%) Div (Yield)
  • STRONG BUY Analysts consensus recommendation

The Williams Companies, Inc. is a premier provider of large-scale infrastructure connecting U.S. natural gas and natural gas products to growing demand for cleaner fuel and feedstocks. The Williams Companies, Inc. is an industry-leading, large-cap master limited partnership with operations across the natural gas value chain from gathering, processing and interstate transportation of natural gas and natural gas liquids to petchem production of ethylene, propylene and other olefins. With major positions in top U.S. supply basins, miles of pipelines system wide - including the nation's largest volume and fastest growing pipeline - providing natural gas for clean-power generation, heating and industrial use. Williams Partners' operations touch approximately 30 percent of U.S. natural gas.

Industry sector: Oils/Energy

Sector classification: Natural gas transmission

Deep Learning based analysis and prediction model for Williams Companies, Inc. (WMB) 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 Sept. 18, 2017.

Market data for WMB 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 WMB.

Model is being retrained on a regular basis.

Float 823M
P/E 39.03
Shares Outstanding 827M
% Held by Insiders 0.53%
% Held by Institutions 86.51%
EPS (last reported FY) $0.63
EPS (last reported Q) $0.19
EPS, estimated (last reported Q) $0.21
Total revenues $8 B
Net income $2 B