Hey, 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 Adventures Ltd.
If you have any questions or comments about our ranking score calculation please get in touch at info@rankers.co.nz. We don't believe this is perfect or complete so we're always interested in ways we might make improvements.
Waitomo Adventures Ltd
Valid Reviews
93 Valid Reviews
The Waitomo Adventures Ltd experience has a total of 94 reviews. There are 93 valid reviews that are included when calculating the ranking score and 1 invalid review 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 93 valid reviews:
| Rating | Count | Percentage | |
|---|---|---|---|
| 10/10 | 32 |
|
34% |
| 9/10 | 22 |
|
24% |
| 8/10 | 23 |
|
25% |
| 7/10 | 8 |
|
9% |
| 6/10 | 5 |
|
5% |
| 5/10 | 2 |
|
2% |
| 4/10 | 0 |
|
0% |
| 3/10 | 1 |
|
1% |
| 2/10 | 0 |
|
0% |
| 1/10 | 0 |
|
0% |
86.13% Average
The raw data average (mean) for all the Waitomo Adventures Ltd valid reviews is 86.13% and is based on 93 valid reviews. This value is not used to calculate the ranking score and it only provided here as a comparison to the weighted average.
Face-to-Face Reviews
77 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.
More about face-to-face reviews
Within the 93 valid reviews, the experience has 77 face-to-face reviews collected during interviews by our team.
Below is the distribution of ratings for the 77 face-to-face reviews:
| Rating | Count | Percentage | |
|---|---|---|---|
| 10/10 | 23 |
|
30% |
| 9/10 | 20 |
|
26% |
| 8/10 | 20 |
|
26% |
| 7/10 | 8 |
|
10% |
| 6/10 | 3 |
|
4% |
| 5/10 | 2 |
|
3% |
| 4/10 | 0 |
|
0% |
| 3/10 | 1 |
|
1% |
| 2/10 | 0 |
|
0% |
| 1/10 | 0 |
|
0% |
85.32% Average
The raw data average (mean) for all the Waitomo Adventures Ltd face-to-face reviews is 85.32% and is based on 77 face-to-face reviews. This value is not used to calculate the ranking score and it only provided here for comparison purposes.
Weighted Average
87.82%
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.
| Reviewer | Rating | Age | Relative Weight |
|---|---|---|---|
| Dennis | 10/10 | 2812 days | 100% |
| Thomas Klinting | 10/10 | 2866 days | 97% |
| Franz Mesey | 9/10 | 2881 days | 95% |
| Judit Van lanen | 10/10 | 2899 days | 94% |
| Jack Robinson | 8/10 | 2937 days | 90% |
| Mikulas and Dominika | 8/10 | 2959 days | 89% |
| Elizabeth Braidotti | 10/10 | 3009 days | 87% |
| Craig Forsyth | 10/10 | 3126 days | 80% |
| Lea Behnem | 10/10 | 3199 days | 75% |
| Nicolas Justin | 7/10 | 3543 days | 50% |
| Stephanie Piou | 8/10 | 3543 days | 52% |
| Alex | 9/10 | 3571 days | 51% |
| Devan Sheppard | 10/10 | 3640 days | 47% |
| Nina Coopmans | 7/10 | 4252 days | 7% |
| Katherine | 10/10 | 4276 days | 6% |
| Lieven De Vlaminck | 9/10 | 4282 days | 6% |
| Andy | 10/10 | 4373 days | 0% |
| Ron | 9/10 | 4377 days | 0% |
| Bart Slingerland | 9/10 | 4632 days | 32% |
| Birds Tubbs | 10/10 | 4633 days | 32% |
| Malena | 10/10 | 4648 days | 32% |
| Schael | 10/10 | 4652 days | 32% |
| Ryan Pynappels | 9/10 | 4659 days | 32% |
| Tobias Forst | 8/10 | 4740 days | 32% |
| Sarah and Soren | 9/10 | 4745 days | 32% |
| Alberto Redner | 10/10 | 4755 days | 32% |
| Dozza | 10/10 | 4800 days | 32% |
| Sarah James | 10/10 | 4982 days | 32% |
| Nick Taylor | 10/10 | 4982 days | 32% |
| Laurent P | 10/10 | 4986 days | 32% |
| Paap | 8/10 | 5019 days | 32% |
| Wouter Jansen | 8/10 | 5019 days | 32% |
| Luise Jaeger | 3/10 | 5032 days | 18% |
| Steff | 9/10 | 5034 days | 32% |
| wannaraft | 10/10 | 5042 days | 32% |
| elpo | 6/10 | 5287 days | 28% |
| kempt | 8/10 | 5318 days | 32% |
| Andy | 8/10 | 5369 days | 32% |
| Sam Bishop | 10/10 | 5379 days | 32% |
| Kay Beaumont | 10/10 | 5381 days | 32% |
| Johan | 10/10 | 5389 days | 32% |
| Jakob Pedersen | 7/10 | 5389 days | 30% |
| Jens van Evp | 9/10 | 5403 days | 32% |
| Max Van der Zalm | 8/10 | 5403 days | 32% |
| Carolina Gonzalez | 8/10 | 5405 days | 32% |
| Kasper | 9/10 | 5405 days | 32% |
| Chance McGuire | 10/10 | 5407 days | 32% |
| katesc | 9/10 | 5458 days | 32% |
| rosalindm | 9/10 | 5463 days | 32% |
| jennyb | 9/10 | 5467 days | 32% |
| Thomas Willi | 10/10 | 5479 days | 32% |
| Jess Pasos | 10/10 | 5488 days | 32% |
| Nikki Turner | 8/10 | 5634 days | 32% |
| Sejna | 8/10 | 5655 days | 32% |
| michellew | 10/10 | 5661 days | 32% |
| erikholland | 8/10 | 5714 days | 32% |
| mariea | 9/10 | 5725 days | 32% |
| Krapels | 9/10 | 5738 days | 32% |
| Halley | 5/10 | 5744 days | 25% |
| Katie | 10/10 | 5762 days | 32% |
| Ian S | 8/10 | 5763 days | 32% |
| Debbie | 7/10 | 5764 days | 30% |
| Daniel | 8/10 | 5772 days | 32% |
| Kristy825 | 10/10 | 5776 days | 32% |
| Limor | 6/10 | 5785 days | 28% |
| Prentner | 6/10 | 5794 days | 28% |
| Sonja | 9/10 | 5818 days | 32% |
| Bronagh Mcartan | 9/10 | 5962 days | 32% |
| Tim | 10/10 | 5986 days | 32% |
| Brent Scanlan | 10/10 | 6055 days | 32% |
| Meike Biel | 10/10 | 6063 days | 32% |
| Hendrik | 6/10 | 6105 days | 28% |
| Sabrina | 8/10 | 6105 days | 32% |
| Peter Aston | 5/10 | 6105 days | 25% |
| helga | 9/10 | 6107 days | 32% |
| Janne | 8/10 | 6117 days | 32% |
| Melissa Steedman | 9/10 | 6152 days | 32% |
| gemma1 | 6/10 | 6157 days | 28% |
| Francesco | 8/10 | 6187 days | 32% |
| Jim&Rachel | 9/10 | 6270 days | 32% |
| MarkReid | 10/10 | 6403 days | 32% |
| HalRoberts | 8/10 | 6425 days | 32% |
| David | 9/10 | 6434 days | 32% |
| Justin | 8/10 | 6434 days | 32% |
| Alex | 8/10 | 6441 days | 32% |
| Hilary | 7/10 | 6450 days | 30% |
| Roran | 7/10 | 6460 days | 30% |
| Nina | 10/10 | 6485 days | 32% |
| Inga | 9/10 | 6485 days | 32% |
| Italy | 8/10 | 6485 days | 32% |
| Nina | 8/10 | 6485 days | 32% |
| Helen | 7/10 | 6485 days | 30% |
| JuanPablo | 7/10 | 6502 days | 30% |
Adjustments
Several adjustments to the weighted average are added to improve relevancy and credibility. These adjustments apply equally to all experiences that meet the criteria.
Sample Size Adjustment
No Adjustment
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 Adventures Ltd experience has plenty of reviews and does not meet the criteria for any adjustment.
Recent Reviews Adjustment
-4.05% Adjustment
There may be an adjustment if this experience hasn't received any reviews within the last 43 days. However the Waitomo Adventures Ltd 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 Adventures Ltd experience has been adjusted for 200 days. Adjustments are according to the following table.
| Days | Adjustment |
|---|---|
| … | … |
| 197 | -3.99% |
| 198 | -4.01% |
| 199 | -4.03% |
| 200 | -4.05% |
| 201 | -4.07% |
| 202 | -4.09% |
| 203 | -4.11% |
| … | … |
Balancing Adjustment
2.08% Adjustment
Every experience's review score is adjusted to balance out the disproportional number of negative reviews that are contributed.
You won't be surprised to learn that disgruntled customers are more likely to leave a review than happy ones. They are motivated to share their experience and warn others. We consider this a good thing and it's why reading the reviews is important. However we've learned it can misrepresent the experience in a more overall sense.
We apply a balancing adjustment to counteract this effect and ensure the ranking score is a more fair representation of the experience. This adjustment is applied equally to all experiences.
Final Ranking Score
86%
The final ranking score once any adjustments, ratings, and rounding has been applied. This value is recalculated each day and a short rolling average is applied. Therefore it may not be precisely accurate based on the other values presented.