Description :

By looking into Amazon reviews in Babies & kids category and complaints posted on SaferProducts.gov ^[1],
we build a classifier model to provide an early warning system to alert consumers to hazardous products before an official recall is announced.

^[1]SaferProducts.gov is the Publicly Available Consumer Product Safety Information Database website of the U.S. Consumer Product Safety Commission ^[2](CPSC).

^[2] The U.S. Consumer Product Safety Commission is charged with protecting the public from unreasonable risks of injury or death from thousands of types of consumer products under the agency's jurisdiction. The CPSC is committed to protecting consumers and families from products that pose a fire, electrical, chemical, or mechanical hazard or can injure children. The CPSC's work to ensure the safety of consumer products-such as toys, cribs, power tools, cigarette lighters, and household chemicals-contributed significantly to the decline in the rate of deaths and injuries associated with consumer products over the past 30 years.