# RNN 1st Gen Model Republic Services, Inc. Refuse systems

Stock predictor AI models:
72.97% successful of 37 deals
$ 127.38 Last close price
at 18-oct-2021


Model's trade recommendations 2.80% Return for period

3.63% Annual return

$21.32B Market Cap

β 0.54  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 2.80%
52wk return 0.85%
52wk Range
Sortino ratio 1.06
Sharpe ratio 0.77
Norm. RMSE 0.37%
Downside risk 3.14%
Volatility 0.00%
  • 1.38 (2.14%) Div (Yield)
  • BUY Analysts consensus recommendation

Republic Services, Inc., together with its subsidiaries, provides non-hazardous solid waste collection, transfer, recycling, disposal, and energy services for commercial, industrial, municipal, and residential customers in the United States and Puerto Rico. The company's collection services include curbside collection of waste; supply of waste containers; and renting of compactors. It is also involved in the processing and sale of old corrugated cardboard, old newspapers, aluminium, glass, and other materials; and provision of landfill services. The company operated through 333 collection operations, 204 transfer stations, 192 active landfills, 64 recycling centres, and 10 salt water disposal wells, as well as 7 treatment, recovery, and disposal facilities in 39 states and Puerto Rico. It also operates 71 landfill gas and renewable energy projects.

Industry sector: Business Services

Sector classification: Refuse systems

Deep Learning based analysis and prediction model for Republic Services, Inc. (RSG) 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. 22, 2015.

Market data for RSG 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 RSG.

Model is being retrained on a daily basis.

Float 330M
P/E 24.48
Shares Outstanding 331M
% Held by Insiders 0.30%
% Held by Institutions 60.80%
EPS (last reported FY) $2.43
EPS (last reported Q) $0.74
EPS, estimated (last reported Q) $0.69
Total revenues $10 B
Net income $1 B