Traveller rating
Excellent
Proportion of excellent ratings
[1/(excellent+very_good+good+bad+very_bad)]*excellent
Very good
Proportion of very good ratings
[1/(excellent+very_good+good+bad+very_bad)]*very_good
Good
Proportion of good ratings
[1/(excellent+very_good+good+bad+very_bad)]*good
Bad
Proportion of bad ratings
[1/(excellent+very_good+good+bad+very_bad)]*bad
Very bad
Proportion of very bad ratings
[1/(excellent+very_good+good+bad+very_bad)]*very_bad
Time of year
March - May
Proportion of reviews on march, april, may
[1/(mar_may+jun_aug+sep_nov+dec_feb)]*mar_may
June - August
Proportion of reviews on june, july, august
[1/(mar_may+jun_aug+sep_nov+dec_feb)]*jun_aug
September - November
Proportion of reviews on september, october, november
[1/(mar_may+jun_aug+sep_nov+dec_feb)]*sep_nov
December - February
Proportion of reviews on december, january, february
[1/(mar_may+jun_aug+sep_nov+dec_feb)]*dec_feb
Shannon for periods
Shannon index related to review periods
-(mar_may*ln(mar_may) + jun_aug*ln(jun_aug) + sep_nov*ln(sep_nov) + dec_feb*ln(dec_feb))
Other features
Cooking
Average cooking rating
Weighted_cooking
Average cooking rating (weighted)
Weighted means based on number of ratings
Service
Average service rating
Weighted service
Average service rating (weighted)
Weighted means based on number of ratings
Price/Quality
Average price-quality ratio rating
Weighted price/quality
Average price-quality ratio rating (weighted)
Weighted means based on number of ratings
Environment
Average environment rating
Weighted environment
Average environment rating (weighted)
Weighted means based on number of ratings
Price category
Average price category
Weighted price category
Average price category (weighted)
Weighted means based on number of ratings