G'day, 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 Kaitiaki Adventures Rafting and Sledging.
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.
Kaitiaki Adventures Rafting and Sledging
Valid Reviews
96 Valid Reviews
The Kaitiaki Adventures Rafting and Sledging experience has a total of 100 reviews. There are 96 valid reviews that are included when calculating the ranking score and 4 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 96 valid reviews:
| Rating | Count | Percentage | |
|---|---|---|---|
| 10/10 | 40 |
|
42% |
| 9/10 | 24 |
|
25% |
| 8/10 | 18 |
|
19% |
| 7/10 | 7 |
|
7% |
| 6/10 | 4 |
|
4% |
| 5/10 | 1 |
|
1% |
| 4/10 | 2 |
|
2% |
| 3/10 | 0 |
|
0% |
| 2/10 | 0 |
|
0% |
| 1/10 | 0 |
|
0% |
88.13% Average
The raw data average (mean) for all the Kaitiaki Adventures Rafting and Sledging valid reviews is 88.13% and is based on 96 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
71 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 96 valid reviews, the experience has 71 face-to-face reviews collected during interviews by our team.
Below is the distribution of ratings for the 71 face-to-face reviews:
| Rating | Count | Percentage | |
|---|---|---|---|
| 10/10 | 25 |
|
35% |
| 9/10 | 17 |
|
24% |
| 8/10 | 16 |
|
23% |
| 7/10 | 6 |
|
8% |
| 6/10 | 4 |
|
6% |
| 5/10 | 1 |
|
1% |
| 4/10 | 2 |
|
3% |
| 3/10 | 0 |
|
0% |
| 2/10 | 0 |
|
0% |
| 1/10 | 0 |
|
0% |
85.92% Average
The raw data average (mean) for all the Kaitiaki Adventures Rafting and Sledging face-to-face reviews is 85.92% and is based on 71 face-to-face reviews. This value is not used to calculate the ranking score and it only provided here for comparison purposes.
Weighted Average
89.43%
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 |
|---|---|---|---|
| Alex Victor | 8/10 | 3273 days | 100% |
| Jessica Freeland | 9/10 | 3318 days | 97% |
| Jolien | 8/10 | 3321 days | 96% |
| Cathrin Wisgiekl | 8/10 | 4342 days | 2% |
| Marc Engstle | 5/10 | 4360 days | 0% |
| Matthias Freiling | 7/10 | 4364 days | 0% |
| Johannes | 7/10 | 4365 days | 0% |
| Josefina Tassone | 10/10 | 4387 days | 46% |
| Hendrik Schanz | 9/10 | 4390 days | 46% |
| Philip Gosemann | 9/10 | 4390 days | 46% |
| Jake Bell | 10/10 | 4397 days | 46% |
| Neele & Philipp | 9/10 | 4713 days | 46% |
| Laurits and Bettina | 8/10 | 4800 days | 45% |
| Curry | 10/10 | 5171 days | 46% |
| Craig Hathaway | 10/10 | 5402 days | 46% |
| Sarah James | 10/10 | 5402 days | 46% |
| Nicola Young | 6/10 | 5402 days | 40% |
| Isabell | 10/10 | 5422 days | 46% |
| Justin Pearce | 4/10 | 5438 days | 30% |
| tandysandhu | 10/10 | 5493 days | 46% |
| alexiap | 8/10 | 5524 days | 45% |
| TerriH | 10/10 | 5646 days | 46% |
| Marea | 9/10 | 5677 days | 46% |
| Pete & Judy McChesney | 10/10 | 5731 days | 46% |
| claireamanda | 9/10 | 5738 days | 46% |
| laurabridges | 10/10 | 5738 days | 46% |
| Ben Thomas | 10/10 | 5768 days | 46% |
| sam jones | 10/10 | 5799 days | 46% |
| Rachel Honore | 10/10 | 5799 days | 46% |
| Pip | 10/10 | 5799 days | 46% |
| Kay Beaumont | 8/10 | 5801 days | 45% |
| Alzbeta Czech | 10/10 | 5813 days | 46% |
| sazz | 10/10 | 5827 days | 46% |
| Amelie Sutcliffe | 10/10 | 5827 days | 46% |
| iep_crew | 10/10 | 5827 days | 46% |
| Kane Chain | 8/10 | 5844 days | 45% |
| stroalki | 7/10 | 5858 days | 43% |
| Angela Stringer | 9/10 | 5858 days | 46% |
| hendrik gottschalk | 10/10 | 5858 days | 46% |
| katesc | 9/10 | 5878 days | 46% |
| rosalindm | 10/10 | 5883 days | 46% |
| Lesley Nixon | 6/10 | 5899 days | 40% |
| bondd | 10/10 | 5998 days | 46% |
| Keith | 9/10 | 6157 days | 46% |
| kiwibrit86 | 9/10 | 6176 days | 46% |
| NinaH1 | 8/10 | 6183 days | 45% |
| renanf | 9/10 | 6184 days | 46% |
| DaraghD | 9/10 | 6190 days | 46% |
| Michael | 8/10 | 6195 days | 45% |
| Lucas | 4/10 | 6195 days | 30% |
| Jasmine | 10/10 | 6199 days | 46% |
| Liekens | 8/10 | 6253 days | 45% |
| jfletch | 10/10 | 6263 days | 46% |
| Lisa | 10/10 | 6264 days | 46% |
| siobhan | 10/10 | 6266 days | 46% |
| mike brett | 8/10 | 6267 days | 45% |
| Evelyn | 7/10 | 6267 days | 43% |
| Ben | 10/10 | 6273 days | 46% |
| Chris | 10/10 | 6308 days | 46% |
| maria d | 10/10 | 6375 days | 46% |
| JP Alberto | 10/10 | 6377 days | 46% |
| Daniala | 9/10 | 6400 days | 46% |
| Rhys Howell | 9/10 | 6466 days | 46% |
| Toni Keown | 10/10 | 6491 days | 46% |
| Nicnac | 9/10 | 6498 days | 46% |
| Mark | 9/10 | 6503 days | 46% |
| Claire | 10/10 | 6519 days | 46% |
| Stephanie | 10/10 | 6545 days | 46% |
| Marc Hertogs | 9/10 | 6549 days | 46% |
| Chris | 8/10 | 6558 days | 45% |
| Stacey | 10/10 | 6558 days | 46% |
| Andre Obineche | 10/10 | 6573 days | 46% |
| Hayley | 7/10 | 6573 days | 43% |
| Lindsey Woosnam | 9/10 | 6576 days | 46% |
| Fred | 6/10 | 6580 days | 40% |
| Anneli | 10/10 | 6581 days | 46% |
| Tom Anson | 8/10 | 6581 days | 45% |
| Rich | 9/10 | 6614 days | 46% |
| Neil Cooke | 8/10 | 6615 days | 45% |
| Manuel | 9/10 | 6622 days | 46% |
| Tom Clements | 8/10 | 6623 days | 45% |
| Richard Kindgren | 8/10 | 6625 days | 45% |
| Linda | 10/10 | 6849 days | 46% |
| ShoshanaAbrams | 9/10 | 6854 days | 46% |
| LauraMarini | 9/10 | 6858 days | 46% |
| Cohen | 8/10 | 6859 days | 45% |
| Valerie | 8/10 | 6860 days | 45% |
| Matt | 7/10 | 6861 days | 43% |
| Kate | 10/10 | 6863 days | 46% |
| AnnaHerbert | 10/10 | 6869 days | 46% |
| Austin | 9/10 | 6877 days | 46% |
| Claire | 9/10 | 6877 days | 46% |
| AnnaOwen | 10/10 | 6888 days | 46% |
| AndrewEwen | 6/10 | 6888 days | 40% |
| Nina | 7/10 | 6905 days | 43% |
| Helen | 10/10 | 6905 days | 46% |
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 Kaitiaki Adventures Rafting and Sledging experience has plenty of reviews and does not meet the criteria for any adjustment.
Recent Reviews Adjustment
-4.08% Adjustment
There may be an adjustment if this experience hasn't received any reviews within the last 45 days. However the Kaitiaki Adventures Rafting and Sledging 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 Kaitiaki Adventures Rafting and Sledging experience has been adjusted for 200 days. Adjustments are according to the following table.
| Days | Adjustment |
|---|---|
| … | … |
| 197 | -4.02% |
| 198 | -4.04% |
| 199 | -4.06% |
| 200 | -4.08% |
| 201 | -4.10% |
| 202 | -4.12% |
| 203 | -4.14% |
| … | … |
Balancing Adjustment
1.76% 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
87%
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.