Hi, 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 Kaituna Cascades.
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.
Kaituna Cascades
Valid Reviews
41 Valid Reviews
The Kaituna Cascades experience has a total of 41 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 41 valid reviews:
| Rating | Count | Percentage | |
|---|---|---|---|
| 10/10 | 22 |
|
54% |
| 9/10 | 8 |
|
20% |
| 8/10 | 8 |
|
20% |
| 7/10 | 2 |
|
5% |
| 6/10 | 0 |
|
0% |
| 5/10 | 0 |
|
0% |
| 4/10 | 1 |
|
2% |
| 3/10 | 0 |
|
0% |
| 2/10 | 0 |
|
0% |
| 1/10 | 0 |
|
0% |
91.22% Average
The raw data average (mean) for all the Kaituna Cascades valid reviews is 91.22% and is based on 41 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
39 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 41 valid reviews, the experience has 39 face-to-face reviews collected during interviews by our team.
Below is the distribution of ratings for the 39 face-to-face reviews:
| Rating | Count | Percentage | |
|---|---|---|---|
| 10/10 | 20 |
|
51% |
| 9/10 | 8 |
|
21% |
| 8/10 | 8 |
|
21% |
| 7/10 | 2 |
|
5% |
| 6/10 | 0 |
|
0% |
| 5/10 | 0 |
|
0% |
| 4/10 | 1 |
|
3% |
| 3/10 | 0 |
|
0% |
| 2/10 | 0 |
|
0% |
| 1/10 | 0 |
|
0% |
90.77% Average
The raw data average (mean) for all the Kaituna Cascades face-to-face reviews is 90.77% and is based on 39 face-to-face reviews. This value is not used to calculate the ranking score and it only provided here for comparison purposes.
Weighted Average
94.41%
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 |
|---|---|---|---|
| Donovan Clemow | 10/10 | 1386 days | 100% |
| Joel and Flora Holzer | 10/10 | 2833 days | 19% |
| Adeline | 8/10 | 2943 days | 17% |
| Cathy La Frenais | 9/10 | 3163 days | 15% |
| Sarah Dial | 9/10 | 3169 days | 14% |
| Lukas Seager | 10/10 | 3194 days | 14% |
| Andy Burfoot | 10/10 | 3207 days | 14% |
| Anna | 10/10 | 3225 days | 14% |
| Ann Winter | 10/10 | 3933 days | 5% |
| Dana | 10/10 | 3933 days | 5% |
| Matthew Trezise | 10/10 | 3934 days | 5% |
| Elena Goschia | 9/10 | 3941 days | 5% |
| Philipp Kluseuer | 10/10 | 3941 days | 5% |
| Rebecca Alt | 10/10 | 3977 days | 5% |
| Julia Ahrend | 10/10 | 3977 days | 5% |
| Verena | 7/10 | 4271 days | 1% |
| Darren Abbott | 8/10 | 4363 days | 0% |
| Maximilian Heller | 9/10 | 4666 days | 6% |
| kiwifrenchy | 10/10 | 4705 days | 6% |
| Zoe Barker | 10/10 | 4985 days | 6% |
| Mike | 10/10 | 5027 days | 6% |
| Cheryl | 8/10 | 5029 days | 6% |
| Elisabeth Egerup | 10/10 | 5383 days | 6% |
| varenaee | 8/10 | 5451 days | 6% |
| Switz | 8/10 | 5694 days | 6% |
| desl | 10/10 | 5710 days | 6% |
| TobiL | 9/10 | 5713 days | 6% |
| Andra | 9/10 | 5734 days | 6% |
| Eva | 10/10 | 5751 days | 6% |
| Sarah | 10/10 | 5774 days | 6% |
| Zachari | 8/10 | 5815 days | 6% |
| Miriam&Eva | 10/10 | 6400 days | 6% |
| Helen | 10/10 | 6428 days | 6% |
| Matt | 9/10 | 6428 days | 6% |
| Jill&Ben | 8/10 | 6438 days | 6% |
| Tomomi | 8/10 | 6438 days | 6% |
| Magnus | 7/10 | 6440 days | 6% |
| Erika | 10/10 | 6440 days | 6% |
| Alexia | 10/10 | 6499 days | 6% |
| AmyBarnett | 9/10 | 6499 days | 6% |
| LisaAllen | 4/10 | 6501 days | 4% |
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 Kaituna Cascades experience has plenty of reviews and does not meet the criteria for any adjustment.
Recent Reviews Adjustment
-4.03% Adjustment
There may be an adjustment if this experience hasn't received any reviews within the last 44 days. However the Kaituna Cascades 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 Kaituna Cascades experience has been adjusted for 200 days. Adjustments are according to the following table.
| Days | Adjustment |
|---|---|
| … | … |
| 197 | -3.97% |
| 198 | -3.99% |
| 199 | -4.01% |
| 200 | -4.03% |
| 201 | -4.05% |
| 202 | -4.07% |
| 203 | -4.09% |
| … | … |
Balancing Adjustment
0.95% 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
91%
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.