# RNN 1st Gen Model Tractor Supply Company Building materials, hardware, garden supply & mobile home dealers

Stock predictor AI models:
68.89% successful of 45 deals
$ 158.91 Last close price
at 02-mar-2021


Model's trade recommendations No return for period yet

-0.17% Annual return

$8.45B Market Cap

β 1.27  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period
52wk return 2.49%
52wk Range
Sortino ratio 0.02
Sharpe ratio 0.02
Norm. RMSE 1.59%
Downside risk 10.52%
Volatility 0.00%
  • 1.08 (1.58%) Div (Yield)
  • BUY Analysts consensus recommendation

Tractor Supply Company is the largest operator of rural lifestyle retail stores in America. Tractor Supply stores are focused on supplying the lifestyle needs of recreational farmers & ranchers & others who enjoy the rural lifestyle, as well as tradesmen and small businesses. Stores are located primarily in towns outlying major metropolitan markets and in rural communities. The Company offers the following comprehensive selection of merchandise: (1) equine, livestock, pet and small animal products, including items necessary for their health, care, growth and containment; (2) hardware, truck, towing and tool products; (3) seasonal products, including heating, lawn and garden items, power equipment, gifts and toys; (4) work/recreational clothing and footwear; and (5) maintenance products for agricultural and rural use. Tractor Supply Company also owns and operates Petsense, a small-box pet specialty supply retailer focused on meeting the needs of pet owners, and offering a variety of pet products and services.

Industry sector: Retail/Wholesale

Sector classification: Building materials, hardware, garden supply & mobile home dealers

Deep Learning based analysis and prediction model for Tractor Supply Company (TSCO) 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 Sept. 30, 2015.

Market data for TSCO 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 TSCO.

Model is being retrained on a daily basis.

Float 122M
P/E 19.77
Shares Outstanding 124M
% Held by Insiders 1.60%
% Held by Institutions 84.25%
EPS (last reported FY) $3.33
EPS (last reported Q) $0.57
EPS, estimated (last reported Q) $0.58
Total revenues $7 B
Net income $0 B