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 Cougar Line.
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.
Cougar Line
Valid Reviews
89 Valid Reviews
The Cougar Line experience has a total of 93 reviews. There are 89 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 89 valid reviews:
| Rating | Count | Percentage | |
|---|---|---|---|
| 10/10 | 57 |
|
64% |
| 9/10 | 16 |
|
18% |
| 8/10 | 11 |
|
12% |
| 7/10 | 2 |
|
2% |
| 6/10 | 0 |
|
0% |
| 5/10 | 1 |
|
1% |
| 4/10 | 1 |
|
1% |
| 3/10 | 0 |
|
0% |
| 2/10 | 0 |
|
0% |
| 1/10 | 1 |
|
1% |
92.81% Average
The raw data average (mean) for all the Cougar Line valid reviews is 92.81% and is based on 89 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
31 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 89 valid reviews, the experience has 31 face-to-face reviews collected during interviews by our team.
Below is the distribution of ratings for the 31 face-to-face reviews:
| Rating | Count | Percentage | |
|---|---|---|---|
| 10/10 | 5 |
|
16% |
| 9/10 | 13 |
|
42% |
| 8/10 | 9 |
|
29% |
| 7/10 | 2 |
|
6% |
| 6/10 | 0 |
|
0% |
| 5/10 | 1 |
|
3% |
| 4/10 | 1 |
|
3% |
| 3/10 | 0 |
|
0% |
| 2/10 | 0 |
|
0% |
| 1/10 | 0 |
|
0% |
84.52% Average
The raw data average (mean) for all the Cougar Line face-to-face reviews is 84.52% and is based on 31 face-to-face reviews. This value is not used to calculate the ranking score and it only provided here for comparison purposes.
Weighted Average
97.56%
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 |
|---|---|---|---|
| Annoymus | 10/10 | 100 days | 100% |
| Gregory Munro | 10/10 | 1166 days | 30% |
| Anne Allen | 10/10 | 1196 days | 27% |
| Kaye | 10/10 | 1227 days | 25% |
| Ray Middleton | 9/10 | 1286 days | 21% |
| Gabrielle Johnston | 10/10 | 2869 days | 3% |
| nzthrillseekers | 10/10 | 3234 days | 2% |
| Sandra Wilson | 10/10 | 3265 days | 2% |
| Wolfgang | 9/10 | 3518 days | 1% |
| Robyn Hallowell | 9/10 | 3876 days | 1% |
| Polly Foster | 10/10 | 4118 days | 0% |
| Ben and Morgane | 9/10 | 4183 days | 0% |
| Simon L | 10/10 | 4514 days | 1% |
| Anthony Richards | 10/10 | 4573 days | 1% |
| Yana W. | 10/10 | 4604 days | 1% |
| James Wilson | 10/10 | 4665 days | 1% |
| Shirley Piggott | 10/10 | 4818 days | 1% |
| Howie Weir | 8/10 | 4907 days | 1% |
| Nadine | 8/10 | 4951 days | 1% |
| Sian Harries | 10/10 | 4969 days | 1% |
| Sasha and Sandra Bonavia | 9/10 | 4969 days | 1% |
| Denise Albrecht | 10/10 | 4973 days | 1% |
| svenanka | 10/10 | 4999 days | 1% |
| fayedoig | 10/10 | 5213 days | 1% |
| voyager64 | 10/10 | 5213 days | 1% |
| Jonathan Tuthill | 9/10 | 5229 days | 1% |
| EmmaNewman | 10/10 | 5244 days | 1% |
| Hiro1403 | 9/10 | 5244 days | 1% |
| RichardClough | 10/10 | 5304 days | 1% |
| Michelle | 10/10 | 5304 days | 1% |
| jennyhuckstep | 10/10 | 5304 days | 1% |
| AnneGrange | 10/10 | 5304 days | 1% |
| Rhi | 10/10 | 5304 days | 1% |
| kainga | 10/10 | 5304 days | 1% |
| skphilpott | 1/10 | 5335 days | 0% |
| Cornelia & Josef | 9/10 | 5347 days | 1% |
| SimonPayne | 10/10 | 5365 days | 1% |
| Beachfan | 10/10 | 5396 days | 1% |
| calamityalex | 10/10 | 5396 days | 1% |
| Brian & Di | 8/10 | 5592 days | 1% |
| Janice OConnor | 9/10 | 5593 days | 1% |
| W Groshops | 7/10 | 5599 days | 0% |
| Richard Broughton | 9/10 | 5604 days | 1% |
| nzMuppet | 10/10 | 5610 days | 1% |
| Hartheib Schmid | 4/10 | 5613 days | 0% |
| Katharina Dierkes | 5/10 | 5625 days | 0% |
| Isbabel | 9/10 | 5636 days | 1% |
| didine | 10/10 | 5638 days | 1% |
| grumpy2 | 9/10 | 5669 days | 1% |
| Mattie | 10/10 | 5730 days | 1% |
| Bianca | 10/10 | 5791 days | 1% |
| Vanessa | 10/10 | 5914 days | 1% |
| letstraveltogether | 10/10 | 5944 days | 1% |
| JTT | 10/10 | 5944 days | 1% |
| Theresa | 10/10 | 5963 days | 1% |
| bdgenge | 10/10 | 5975 days | 1% |
| SB | 9/10 | 5977 days | 1% |
| Helen Power | 9/10 | 5998 days | 1% |
| Adriane | 8/10 | 5999 days | 1% |
| chloeA | 10/10 | 6003 days | 1% |
| Markus | 10/10 | 6019 days | 1% |
| Duncan Fea | 10/10 | 6034 days | 1% |
| Heather | 10/10 | 6034 days | 1% |
| Annie | 10/10 | 6034 days | 1% |
| sue pentelow | 10/10 | 6034 days | 1% |
| jenny | 10/10 | 6034 days | 1% |
| lizi | 10/10 | 6034 days | 1% |
| judy | 10/10 | 6034 days | 1% |
| ronella | 10/10 | 6065 days | 1% |
| Barney_Biker | 10/10 | 6095 days | 1% |
| Ruth Kinder | 10/10 | 6126 days | 1% |
| NZJenJen | 8/10 | 6156 days | 1% |
| Tanya | 10/10 | 6279 days | 1% |
| Colleen Doherty | 10/10 | 6279 days | 1% |
| penny hoyle | 10/10 | 6279 days | 1% |
| Esther Craddock-Taylor | 10/10 | 6279 days | 1% |
| Conrad Duden | 10/10 | 6309 days | 1% |
| scottl | 10/10 | 6309 days | 1% |
| BrunoS | 8/10 | 6344 days | 1% |
| Eva Duessler | 10/10 | 6399 days | 1% |
| Groen | 8/10 | 6422 days | 1% |
| Frauke | 10/10 | 6440 days | 1% |
| Caroline Cole | 8/10 | 6686 days | 1% |
| Andy | 8/10 | 6752 days | 1% |
| Lauren | 8/10 | 7016 days | 1% |
| Cohen | 7/10 | 7035 days | 0% |
| Andreas | 8/10 | 7075 days | 1% |
| Elaine | 9/10 | 7087 days | 1% |
| KikiNelissen | 9/10 | 7087 days | 1% |
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 Cougar Line experience has plenty of reviews and does not meet the criteria for any adjustment.
Recent Reviews Adjustment
-0.97% Adjustment
There may be an adjustment if this experience hasn't received any reviews within the last 125 days. However the Cougar Line 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 Cougar Line experience has been adjusted for 97 days. Adjustments are according to the following table.
| Days | Adjustment |
|---|---|
| … | … |
| 94 | -0.94% |
| 95 | -0.95% |
| 96 | -0.96% |
| 97 | -0.97% |
| 98 | -0.98% |
| 99 | -0.99% |
| 100 | -1.00% |
| … | … |
Balancing Adjustment
0.29% 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
97%
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.