Advance Auto Parts, Inc., a leading automotive aftermarket parts provider in North America, serves both the professional installer and do-it-yourself customers. Advance Auto Parts stores and branches offer a broad selection of brand name, original equipment manufacturer (`OEM`) and private label automotive replacement parts, accessories, batteries and maintenance items for domestic and imported cars, vans, sport utility vehicles and light and heavy duty trucks. Advance Auto Parts have grown significantly as a result of comparable store sales growth, new store openings and strategic acquisitions. The acquisition allowed us to expand our geographic presence, Professional capabilities and overall scale to better serve customers.
Industry sector: Retail/Wholesale
Sector classification: Auto & home supply stores
Deep Learning based analysis and prediction model for Advance Auto Parts Inc (AAP) 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 AAP 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 AAP.
Model is being retrained on a daily basis.
| Float | 71M |
| P/E | 21.54 |
| Shares Outstanding | 74M |
| % Held by Insiders | 4.50% |
| % Held by Institutions | NaN% |
| EPS (last reported FY) | $5.37 |
| EPS (last reported Q) | $0.77 |
| EPS, estimated (last reported Q) | $0.65 |
| Total revenues | $9 B |
| Net income | $0 B |