Ranking Score Explained

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 Kaikoura Peninsula Walkway.

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.

Cymen Crick's avatar

Cymen Crick

Rankers Owner

Kaikoura Peninsula Walkway

Valid Reviews

166 Valid Reviews

The Kaikoura Peninsula Walkway experience has a total of 166 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 166 valid reviews:

Rating Count Percentage
10/10 59
36%
9/10 49
30%
8/10 30
18%
7/10 25
15%
6/10 3
2%
5/10 0
0%
4/10 0
0%
3/10 0
0%
2/10 0
0%
1/10 0
0%

88.19% Average

The raw data average (mean) for all the Kaikoura Peninsula Walkway valid reviews is 88.19% and is based on 166 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

152 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 166 valid reviews, the experience has 152 face-to-face reviews collected during interviews by our team.

Below is the distribution of ratings for the 152 face-to-face reviews:

Rating Count Percentage
10/10 51
34%
9/10 46
30%
8/10 28
18%
7/10 25
16%
6/10 2
1%
5/10 0
0%
4/10 0
0%
3/10 0
0%
2/10 0
0%
1/10 0
0%

87.83% Average

The raw data average (mean) for all the Kaikoura Peninsula Walkway face-to-face reviews is 87.83% and is based on 152 face-to-face reviews. This value is not used to calculate the ranking score and it only provided here for comparison purposes.

Weighted Average

91.75%

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
Mike Fricker 10/10 250 days 100%
Laura 10/10 1832 days 5%
Mike Fricker 10/10 2289 days 4%
Jean Simonet 10/10 2635 days 3%
Katharina Koch 9/10 2880 days 3%
Ben 10/10 2902 days 3%
Lucille Laurent 8/10 2919 days 3%
Marie Gros 8/10 2919 days 3%
Teresa Baxter 10/10 2927 days 3%
Stuart Gange 10/10 2950 days 3%
Moreno 10/10 2957 days 3%
Richard Fox 7/10 2972 days 3%
Ferdinand 6/10 2972 days 2%
romain perroches 10/10 2981 days 3%
Gabriel Prerot 9/10 2999 days 3%
Bettina Enigl 10/10 2999 days 3%
Jessica Pein 7/10 3002 days 3%
Nicole 7/10 3203 days 2%
Sebastian Bauer 7/10 3203 days 2%
Nathalie Botz 7/10 3203 days 2%
Leopold Kern 9/10 3206 days 2%
Claire Baron 8/10 3214 days 2%
Sarah Grant 7/10 3215 days 2%
Unalte 8/10 3216 days 2%
Ellie Perkin 7/10 3218 days 2%
Jelmer Postma 7/10 3218 days 2%
Jenny Young 10/10 3222 days 2%
Maayke Reidsma 9/10 3226 days 2%
Brad Dobsky 8/10 3227 days 2%
Radim Halasz 10/10 3228 days 2%
Katerina Vobecka 10/10 3228 days 2%
Judith 10/10 3234 days 2%
Prisuille 8/10 3234 days 2%
Andre 10/10 3236 days 2%
Marco 7/10 3241 days 2%
Ben and Pauline 10/10 3245 days 2%
Andrea Tabaka 9/10 3250 days 2%
Matas Tirilis 9/10 3250 days 2%
Charlie Noon 10/10 3260 days 2%
Rebecca Oft 8/10 3273 days 2%
Philipp 7/10 3273 days 2%
Joanna and Shaun 7/10 3273 days 2%
Monica Mier 10/10 3275 days 2%
Elisabeth Grabner 8/10 3280 days 2%
Audrey Cavalerie 8/10 3287 days 2%
Amadeus van Schie 9/10 3306 days 2%
Roman and Liz 10/10 3311 days 2%
Maxi Woedel 7/10 3326 days 2%
James Webster 10/10 3559 days 2%
Miriam Burchartz 9/10 3588 days 2%
Lara Jakob 10/10 3589 days 2%
Darker 10/10 3614 days 1%
Manuela Opprecht 9/10 3638 days 1%
Katie Stillman 9/10 3672 days 1%
Heike Heller 10/10 3942 days 1%
Andreas Mouteiro 10/10 3942 days 1%
Benoit Irissou 9/10 3964 days 1%
Emilie Chanbon 9/10 3995 days 1%
Bella Danaher 9/10 4001 days 1%
Daniel Danamer 9/10 4001 days 1%
Renee van der Syde 9/10 4007 days 1%
Martha Horst 8/10 4007 days 1%
Sarah Strong 10/10 4016 days 1%
balesdent 10/10 4020 days 1%
Lara Mroseck 8/10 4021 days 1%
Robert Geissler 10/10 4021 days 1%
Mark Wiggington 9/10 4292 days 0%
Katya Verikaitis 10/10 4322 days 0%
Claire 10/10 4329 days 0%
Karine Scheers 10/10 4330 days 0%
Karina Gratz 8/10 4333 days 0%
Benjamin Geisser 9/10 4334 days 0%
Rachel Geisser 9/10 4334 days 0%
Lagunegrand 8/10 4345 days 0%
Loesje 9/10 4388 days 1%
David and Sally Wallis 9/10 4410 days 1%
Chew (Peter) 8/10 4410 days 1%
Joanna 7/10 4425 days 1%
Reijans 9/10 4425 days 1%
Jim and JoAnn Harllee 10/10 4425 days 1%
Eric and Jen Popma 9/10 4429 days 1%
C Schaap 10/10 4430 days 1%
Steve and Therese Dunne 7/10 4431 days 1%
Green UK 9/10 4675 days 1%
Andreas Schacke 9/10 4679 days 1%
Birds Tubbs 10/10 4679 days 1%
Nathan Sait 10/10 4686 days 1%
Toby Clark 10/10 4686 days 1%
Heath 10/10 4690 days 1%
Wil de Kubber 9/10 4699 days 1%
Vlutters 8/10 4699 days 1%
Inge & Erik 9/10 4704 days 1%
Martin & Dee Bellarby 10/10 4704 days 1%
Ryan Pynappels 10/10 4705 days 1%
Nico Schoots 7/10 4705 days 1%
Shirley Marshall 10/10 4706 days 1%
Mary Mitchell 9/10 4708 days 1%
Paul Fairbrass 10/10 4716 days 1%
David Blundell 9/10 4718 days 1%
Thomas Behy 9/10 4721 days 1%
Anika 7/10 4722 days 1%
Cick Pouw 9/10 4722 days 1%
Chris & Jen Spencer 10/10 4734 days 1%
kaikouranz 10/10 4754 days 1%
Marc & Pauline 9/10 4791 days 1%
Anna Bret 9/10 4794 days 1%
Berry 10/10 4796 days 1%
David & Audrey 9/10 4800 days 1%
Peter Spooner 9/10 4802 days 1%
Eveline Mestrom 8/10 4805 days 1%
Craig Hathaway 8/10 5028 days 1%
Sarah James 10/10 5028 days 1%
Nick Taylor 10/10 5028 days 1%
Christine 10/10 5041 days 1%
Ed Ronan 9/10 5045 days 1%
Stefanie 10/10 5045 days 1%
Charlie 9/10 5046 days 1%
Jason & Beth Berlin 10/10 5046 days 1%
Richard Gallichan 7/10 5047 days 1%
Veronica Warren 8/10 5050 days 1%
Maggie Leyland 8/10 5050 days 1%
henriket 10/10 5054 days 1%
Stephen Shearer 10/10 5057 days 1%
LandJ 8/10 5060 days 1%
Erin Dumbauld 8/10 5061 days 1%
Wendy Good 8/10 5062 days 1%
Andreas Fritesche 10/10 5063 days 1%
David Emerick 9/10 5063 days 1%
Petra Lehmann 10/10 5065 days 1%
Richard Brijs 9/10 5071 days 1%
Danny and Loreen Way 8/10 5076 days 1%
Roy Seymour 8/10 5079 days 1%
D Hoekstra 9/10 5083 days 1%
Ellen Thompson 10/10 5083 days 1%
Chris Chasemore 7/10 5084 days 1%
Marie 9/10 5394 days 1%
June 9/10 5394 days 1%
Zoe Norcross 9/10 5411 days 1%
Matthias & Ceristiane 8/10 5412 days 1%
Antoine Migault 7/10 5415 days 1%
Antoine Del 8/10 5415 days 1%
R Bakker 7/10 5416 days 1%
Trude 10/10 5427 days 1%
Brian_Val 10/10 5428 days 1%
Brian Morris 10/10 5434 days 1%
Thijs Schoemaker 8/10 5439 days 1%
Ulric 8/10 5447 days 1%
Johanna X 9/10 5448 days 1%
Petra Berrens 7/10 5451 days 1%
Markus 7/10 5469 days 1%
biene 9/10 5499 days 1%
martinab 10/10 5499 days 1%
mdarras 9/10 5519 days 1%
Bert Wierzy 9/10 5522 days 1%
Ruth Colmer 10/10 5525 days 1%
Katrin Wennin 10/10 5526 days 1%
Alan Riley 9/10 5527 days 1%
Gensen 7/10 5541 days 1%
SiljaH 6/10 5749 days 1%
RussC 8/10 5751 days 1%
Martina Bumiller 9/10 5764 days 1%
Andrew Smith 7/10 5765 days 1%
Christian Moll 7/10 5775 days 1%
Johannes & Jopke Fokkema 8/10 5779 days 1%
Nick 6/10 5788 days 1%
Amanda Williams 9/10 5800 days 1%

Adjustments

No Adjustment

Several adjustments to the weighted average may be added to improve relevancy and credibility. Kaikoura Peninsula Walkway does not meet the criteria for any of these adjustments to apply.

Balancing Adjustment

0.78% 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 folk 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

93%

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.