Madden Plumbing

This dataset is severely compromised by recency bias and conflicting evidence. Two reviews are from 2011 (13+ years old) and praise the company, while two reviews from 2019 document serious safety and conduct violations (drinking and driving, running stop signs, littering). One recent 2022 review is positive but generic. The professionalism score is heavily dragged down by explicit evidence of dan... Read more

This dataset is severely compromised by recency bias and conflicting evidence. Two reviews are from 2011 (13+ years old) and praise the company, while two reviews from 2019 document serious safety and conduct violations (drinking and driving, running stop signs, littering). One recent 2022 review is positive but generic. The professionalism score is heavily dragged down by explicit evidence of dangerous employee behavior that directly contradicts the older positive reviews. Without recent, consistent data, a reliable WW Score cannot be calculated. Read less