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 Doubtful Sound Overnight Cruises.
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.
Doubtful Sound Overnight Cruises
Valid Reviews
89 Valid Reviews
The Doubtful Sound Overnight Cruises experience has a total of 89 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 89 valid reviews:
| Rating | Count | Percentage | |
|---|---|---|---|
| 10/10 | 55 |
|
62% |
| 9/10 | 25 |
|
28% |
| 8/10 | 8 |
|
9% |
| 7/10 | 0 |
|
0% |
| 6/10 | 1 |
|
1% |
| 5/10 | 0 |
|
0% |
| 4/10 | 0 |
|
0% |
| 3/10 | 0 |
|
0% |
| 2/10 | 0 |
|
0% |
| 1/10 | 0 |
|
0% |
94.94% Average
The raw data average (mean) for all the Doubtful Sound Overnight Cruises valid reviews is 94.94% 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
74 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 74 face-to-face reviews collected during interviews by our team.
Below is the distribution of ratings for the 74 face-to-face reviews:
| Rating | Count | Percentage | |
|---|---|---|---|
| 10/10 | 44 |
|
59% |
| 9/10 | 22 |
|
30% |
| 8/10 | 8 |
|
11% |
| 7/10 | 0 |
|
0% |
| 6/10 | 0 |
|
0% |
| 5/10 | 0 |
|
0% |
| 4/10 | 0 |
|
0% |
| 3/10 | 0 |
|
0% |
| 2/10 | 0 |
|
0% |
| 1/10 | 0 |
|
0% |
94.86% Average
The raw data average (mean) for all the Doubtful Sound Overnight Cruises face-to-face reviews is 94.86% and is based on 74 face-to-face reviews. This value is not used to calculate the ranking score and it only provided here for comparison purposes.
Weighted Average
95.28%
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 |
|---|---|---|---|
| Jonny Horn | 9/10 | 2961 days | 100% |
| Hazel Norman | 10/10 | 2976 days | 100% |
| James Jackson | 10/10 | 2977 days | 100% |
| Bartlomiej Berger | 9/10 | 3672 days | 48% |
| Ann Wilson | 8/10 | 3928 days | 29% |
| Anne and Steve Bartlett | 9/10 | 3993 days | 24% |
| Abby Rescr | 9/10 | 4307 days | 1% |
| Frederick Dean | 8/10 | 4307 days | 1% |
| Joey Mertzig | 10/10 | 4324 days | 0% |
| Rien | 9/10 | 4664 days | 33% |
| Clausen | 9/10 | 4665 days | 33% |
| kiwifrenchy | 10/10 | 4672 days | 34% |
| Sam | 10/10 | 4676 days | 34% |
| Pete & Pat Etheridge | 10/10 | 4681 days | 34% |
| Mike & Jennie | 9/10 | 4683 days | 33% |
| Stefes Wencke | 10/10 | 4685 days | 34% |
| Uwe Henze | 10/10 | 4686 days | 34% |
| Manuela Weber | 10/10 | 4686 days | 34% |
| Thyg Lingdal | 10/10 | 4700 days | 34% |
| caro | 10/10 | 4732 days | 34% |
| Dean | 9/10 | 4747 days | 33% |
| Anna Bret | 8/10 | 4772 days | 33% |
| Jaime Castells | 9/10 | 4772 days | 33% |
| Gary Koehler | 10/10 | 5029 days | 34% |
| jlgavin | 6/10 | 5038 days | 28% |
| Verheyen | 10/10 | 5042 days | 34% |
| Chris Darlington | 10/10 | 5046 days | 34% |
| Dieter Uhlmann | 9/10 | 5049 days | 33% |
| Angi Otti | 10/10 | 5057 days | 34% |
| Jackie Morris | 10/10 | 5057 days | 34% |
| Samuel Prechel | 10/10 | 5058 days | 34% |
| David Glover | 10/10 | 5060 days | 34% |
| Claus Olsen | 10/10 | 5061 days | 34% |
| H Schepers | 9/10 | 5062 days | 33% |
| georgiarose89 | 10/10 | 5097 days | 34% |
| chrissie2011 | 10/10 | 5097 days | 34% |
| Chris | 10/10 | 5316 days | 34% |
| Sabine | 10/10 | 5316 days | 34% |
| Kevin & Chris | 9/10 | 5336 days | 33% |
| davidm239 | 9/10 | 5342 days | 33% |
| Margie | 10/10 | 5381 days | 34% |
| Agnes | 8/10 | 5382 days | 33% |
| Graeme + Jane Ryan | 10/10 | 5393 days | 34% |
| Westermann | 10/10 | 5394 days | 34% |
| Peter Brown | 10/10 | 5399 days | 34% |
| johnandgin | 10/10 | 5403 days | 34% |
| Angela | 10/10 | 5404 days | 34% |
| T. Timmers | 9/10 | 5417 days | 33% |
| Loleit | 10/10 | 5424 days | 34% |
| David Valentine | 10/10 | 5425 days | 34% |
| Annette Schmitt | 9/10 | 5425 days | 33% |
| Jeremy & Sarah Rind | 10/10 | 5430 days | 34% |
| Jessica | 9/10 | 5436 days | 33% |
| ChristinaO | 10/10 | 5462 days | 34% |
| Simon Jones | 9/10 | 5462 days | 33% |
| Jerry | 10/10 | 5493 days | 34% |
| HairyHaggis | 9/10 | 5523 days | 33% |
| Suzanne | 10/10 | 5554 days | 34% |
| Traveller Girl | 10/10 | 5707 days | 34% |
| Switz | 10/10 | 5721 days | 34% |
| DanielGermany | 10/10 | 5729 days | 34% |
| CornelissenS | 9/10 | 5754 days | 33% |
| Inger | 10/10 | 5754 days | 34% |
| Robert | 9/10 | 5768 days | 33% |
| Theresa | 9/10 | 5774 days | 33% |
| Sue | 9/10 | 5776 days | 33% |
| Inger Skov | 10/10 | 5780 days | 34% |
| Ruben | 8/10 | 5810 days | 33% |
| Claire | 10/10 | 5823 days | 34% |
| C Digby | 9/10 | 5827 days | 33% |
| Adam | 10/10 | 5868 days | 34% |
| Stephanie Schikora | 10/10 | 5880 days | 34% |
| Sue Stewart | 10/10 | 5987 days | 34% |
| James Gibbs | 8/10 | 6079 days | 33% |
| Helen | 9/10 | 6087 days | 33% |
| Menashe | 10/10 | 6107 days | 34% |
| George Jeffs | 10/10 | 6116 days | 34% |
| Paul Weston | 9/10 | 6130 days | 33% |
| Marian Mckinney | 10/10 | 6130 days | 34% |
| Charles Price | 8/10 | 6141 days | 33% |
| Vicky Elliott | 10/10 | 6148 days | 34% |
| Anne Mainwaring | 10/10 | 6156 days | 34% |
| Kilsby | 10/10 | 6165 days | 34% |
| Dupre | 8/10 | 6206 days | 33% |
| dieter | 10/10 | 6224 days | 34% |
| Rene Schotvanger | 10/10 | 6339 days | 34% |
| Pat Brewster | 10/10 | 6339 days | 34% |
| Paul Yacoumis | 10/10 | 6465 days | 34% |
| Sandra | 10/10 | 6474 days | 34% |
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 Doubtful Sound Overnight Cruises 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 42 days. However the Doubtful Sound Overnight Cruises 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 Doubtful Sound Overnight Cruises 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 | -4.08% |
| 202 | -4.10% |
| 203 | -4.12% |
| … | … |
Balancing Adjustment
0.84% 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
92%
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.