Ecolab Inc. is the global leader in cleaning, sanitizing, food safety and infection control products and services. Ecolab delivers comprehensive programs and services to the foodservice, food and beverage processing, healthcare, and hospitality markets.
Industry sector: Basic Materials
Sector classification: Soap, detergents, & cleaning preparations; perfumes, & cosmetics
Deep Learning based analysis and prediction model for Ecolab Inc. (ECL) 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 ECL 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 ECL.
Model is being retrained on a daily basis.
| Float | 285M |
| P/E | 30.05 |
| Shares Outstanding | 289M |
| % Held by Insiders | 1.50% |
| % Held by Institutions | 78.46% |
| EPS (last reported FY) | $4.69 |
| EPS (last reported Q) | $0.91 |
| EPS, estimated (last reported Q) | $0.88 |
| Total revenues | $14 B |
| Net income | $2 B |