Hi there, thanks for your interest in how we calculate an experience's ranking score. It's at the core of Rankers so I'm pleased you're curious.
The ranking score percentage is used to compare and sort experiences in ranking tables. It is not necessarily a direct measurement of the quality of a particular experience as rated by its customers. I've found it a useful tool to allow me to find the best experiences with confidence. But I've also found it important to read the customer reviews before making any final judgements!
We calculate an experience's ranking score using a multi-factor data model instead of a raw data average (mean). This model takes into account several important questions. For instance - is there a trusted body of reviews? What is the age of a review and is the review from a credible source?
Below you'll find details around some of the important factors that went into calculating the ranking score for Waitomo Caveworld.
If you have any questions or comments about our ranking score calculation please get in touch at email@example.com. We don't believe this is perfect or complete so we're always interested in ways we might make improvements.
74 Valid Reviews
The Waitomo Caveworld experience has a total of 74 valid reviews. There are no invalid reviews that are excluded from the calculation. Reviews can be excluded only when a reviewer is not verified or after an investigation by our team determines the reviewer is not genuine.
Below is the distribution of ratings for the 74 valid reviews:
The raw data average (mean) for all the Waitomo Caveworld valid reviews is 81.35% and is based on 74 valid reviews. This value is not used to calculate the ranking score and it only provided here as a comparison to the weighted average.
68 Face-to-Face Reviews
The Rankers team meets with travellers while they’re in New Zealand and conducts face-to-face surveys. These reviews, in our opinion, are the most trusted in the industry and represent a critical control sample. To our knowledge, we are the only travel review website in the world that has gone to this extent.
Within the 74 valid reviews, the experience has 68 face-to-face reviews collected during interviews by our team.
Below is the distribution of ratings for the 68 face-to-face reviews:
The raw data average (mean) for all the Waitomo Caveworld face-to-face reviews is 82.50% and is based on 68 face-to-face reviews. This value is not used to calculate the ranking score and it only provided here for comparison purposes.
Rankers calculates a weighted mean as a base average on which we can improve. Individual review's ratings are given a weight based on several factors. The weight of a review determines the overall impact it'll have on the final weighted average.
Recent reviews have more weight as they are more relevant and reflect the experience as it currently operates. Over time reviews become less relevant and loose their impact on the ranking score.
Low rating reviews carry slightly less weight. This dampens the effect of very low ratings for every experience across the board. This is especially important when the experience has few reviews overall and a single negative rating can grossly mischaracterise an experience. Consistent poor reviews will still result in the experience receiving a comparitively low ranking score.
Credible sources provide reviews that can be trusted. If we have verified a reviewer is genuine via a face-to-face meeting then the review carries additional weight.
|Cassandra Geyer||9/10||1524 days||4.16||100%|
|Mijke Boesten||8/10||1579 days||3.85||93%|
|Anders Hauke||8/10||1580 days||3.85||92%|
|Arvid Hellquist||9/10||1952 days||3.32||80%|
|Steven Lotrian||9/10||2299 days||2.64||64%|
|Alex Artigues||10/10||2347 days||2.55||61%|
|Serge Garcin||10/10||2347 days||2.55||61%|
|Alison Rosser||7/10||3038 days||1.09||26%|
|Helen & Laurence||8/10||3113 days||1.0||24%|
|Kris Gijbels||8/10||3359 days||0.54||13%|
|Stefan Morris||8/10||3400 days||0.46||11%|
|Jessie Currie||7/10||3400 days||0.45||11%|
|Melanie Armbruster||6/10||3405 days||0.4||10%|
|Stefanie Halbrock||5/10||3405 days||0.39||9%|
|Jim Thomsen||8/10||3406 days||0.45||11%|
|Kate Thomsen||8/10||3406 days||0.45||11%|
|Denecke Thorsten||7/10||3755 days||0.0||0%|
|M and H Lunn||8/10||3755 days||0.0||0%|
|Henrik Plichta||9/10||3755 days||0.0||0%|
|San Ahuia||5/10||3765 days||0.0||0%|
|Coby Aalbrecht||7/10||3773 days||0.0||0%|
|Andreas Sterki||8/10||3844 days||0.0||0%|
|X Otte||7/10||3844 days||0.0||0%|
|Hansjoerg Ehrmann||9/10||3847 days||0.0||0%|
|Sophie Keate||8/10||3964 days||0.0||0%|
|Catherine Smiles||10/10||3994 days||0.0||0%|
|Brigette Guikens||10/10||4101 days||0.0||0%|
|Terneal King||7/10||4318 days||0.0||0%|
|Joanne M||7/10||4456 days||0.0||0%|
|Adam Richards||8/10||4460 days||0.0||0%|
|Stephanie Jones||6/10||4520 days||0.0||0%|
|Paula Smith||7/10||4523 days||0.0||0%|
Several adjustments to the weighted average are added to improve relevancy and credibility. These adjustments apply equally to all experiences that meet the criteria.
A reasonable number of reviews are necessary in order for the average to be credible and for an experience to take a prime position within the ranking tables. As such, experiences with only a few reviews have a moderated score. This does not mean that the experience or the reviews can't be trusted. The Waitomo Caveworld experience has plenty of reviews and does not meet the criteria for any adjustment.
There may be an adjustment if this experience hasn't received any reviews within the last 107 days. However the Waitomo Caveworld experience does not meet the criteria for any adjustment.
In addition, an experience's ranking score may be adjusted for each day there is no new ranking. After 1 day the adjustment comes into effect. The maximum number of days that can be adjusted for is 200 days. Due to the seasonal nature of many businesses, this adjustment is applied dynamically throughout the year.
The Waitomo Caveworld experience has been adjusted for 200 days. Adjustments are according to the following table.
The final ranking score once adjustments and rounding has been applied. This value is cached and recalculated each day. Therefore it may not be precisely accurate based on the other values presented.
If you have any questions or comments about our ranking score calculation please get in touch at firstname.lastname@example.org.