| Feature Type | Highest-Scoring Match Score | Lowest-Scoring Match Score |
|---|---|---|
| Description Levenshtein Ratio | +2.359 | +2.337 |
| Calendar Percent Match | +1.663 | -1.773 |
| Title Term Frequency - Inverse Document Frequency | +1.271 | +0.195 |
| Difference in # Images | +0.633 | -0.377 |
| Rental Type Match | +0.348 | +0.351 |
| Overall Score: | 3.944 | 0.036 |
| Overall Probability: | 98% | 50% |
| Feature Type | Score |
|---|---|
| Calendar Percent Match | +2.095 |
| Distance | +1.293 |
| Rental Type Match | +0.694 |
| # Bedrooms Match | +0.423 |
| # Reservations to # Reviews | +0.395 |
| Difference in Historical Reservations | +0.343 |
| Calendar Cosine Similarity | +0.262 |
| Title Term Frequency - Inverse Document Frequency | +0.226 |
| Percentage of Calendar Overlap | +0.150 |
| Difference in Bathrooms | +0.127 |
| Average Nightly Rate Difference | +0.011 |
| Both Instant-Bookable | -0.030 |
| Difference in # Images | -0.045 |
| Model Bias | -0.069 |
| Description Term Frequency - Inverse Document Frequency | -0.440 |
| Difference in # Accommodates | -1.093 |
| Title Levenshtein Ratio | -1.436 |
| Description Levenshtein Ratio | -1.517 |
| Overall Score: | 1.391 |
| Overall Probability: | 80% |
Dillon DuBois
AirDNA Senior Product Manager
Dillon DuBois is a seasoned expert in the short-term rental space, having worn many hats at AirDNA since joining in 2019. From driving B2B marketing initiatives to shaping product strategy, Dillon’s deep understanding of both the company and the industry makes him a key player in delivering innovative solutions. Now a Senior Product Manager, he leverages his experience to bridge the gap between data and user needs. He manages his own short-term rental in Medellín, Colombia, and enjoys all things outdoor adventure, travel, cooking, & surfing.
