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

91.82%

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 10/10 164 days 100%
Laura 10/10 1746 days 5%
Mike Fricker 10/10 2203 days 4%
Jean Simonet 10/10 2549 days 4%
Katharina Koch 9/10 2794 days 3%
Ben 10/10 2816 days 3%
Lucille Laurent 8/10 2833 days 3%
Marie Gros 8/10 2833 days 3%
Teresa Baxter 10/10 2840 days 3%
Stuart Gange 10/10 2864 days 3%
Moreno 10/10 2871 days 3%
Richard Fox 7/10 2886 days 3%
Ferdinand 6/10 2886 days 2%
romain perroches 10/10 2895 days 3%
Gabriel Prerot 9/10 2913 days 3%
Bettina Enigl 10/10 2913 days 3%
Jessica Pein 7/10 2916 days 3%
Nicole 7/10 3117 days 2%
Sebastian Bauer 7/10 3117 days 2%
Nathalie Botz 7/10 3117 days 2%
Leopold Kern 9/10 3120 days 2%
Claire Baron 8/10 3128 days 2%
Sarah Grant 7/10 3129 days 2%
Unalte 8/10 3130 days 2%
Ellie Perkin 7/10 3132 days 2%
Jelmer Postma 7/10 3132 days 2%
Jenny Young 10/10 3136 days 2%
Maayke Reidsma 9/10 3140 days 2%
Brad Dobsky 8/10 3141 days 2%
Radim Halasz 10/10 3142 days 2%
Katerina Vobecka 10/10 3142 days 2%
Judith 10/10 3148 days 2%
Prisuille 8/10 3148 days 2%
Andre 10/10 3150 days 2%
Marco 7/10 3155 days 2%
Ben and Pauline 10/10 3159 days 2%
Andrea Tabaka 9/10 3164 days 2%
Matas Tirilis 9/10 3164 days 2%
Charlie Noon 10/10 3174 days 2%
Rebecca Oft 8/10 3187 days 2%
Philipp 7/10 3187 days 2%
Joanna and Shaun 7/10 3187 days 2%
Monica Mier 10/10 3189 days 2%
Elisabeth Grabner 8/10 3194 days 2%
Audrey Cavalerie 8/10 3201 days 2%
Amadeus van Schie 9/10 3220 days 2%
Roman and Liz 10/10 3225 days 2%
Maxi Woedel 7/10 3240 days 2%
James Webster 10/10 3473 days 2%
Miriam Burchartz 9/10 3502 days 2%
Lara Jakob 10/10 3503 days 2%
Darker 10/10 3528 days 2%
Manuela Opprecht 9/10 3552 days 2%
Katie Stillman 9/10 3586 days 1%
Heike Heller 10/10 3856 days 1%
Andreas Mouteiro 10/10 3856 days 1%
Benoit Irissou 9/10 3878 days 1%
Emilie Chanbon 9/10 3909 days 1%
Bella Danaher 9/10 3915 days 1%
Daniel Danamer 9/10 3915 days 1%
Renee van der Syde 9/10 3921 days 1%
Martha Horst 8/10 3921 days 1%
Sarah Strong 10/10 3930 days 1%
balesdent 10/10 3934 days 1%
Lara Mroseck 8/10 3935 days 1%
Robert Geissler 10/10 3935 days 1%
Mark Wiggington 9/10 4206 days 0%
Katya Verikaitis 10/10 4236 days 0%
Claire 10/10 4243 days 0%
Karine Scheers 10/10 4244 days 0%
Karina Gratz 8/10 4247 days 0%
Benjamin Geisser 9/10 4248 days 0%
Rachel Geisser 9/10 4248 days 0%
Lagunegrand 8/10 4259 days 0%
Loesje 9/10 4302 days 0%
David and Sally Wallis 9/10 4324 days 0%
Chew (Peter) 8/10 4324 days 0%
Joanna 7/10 4339 days 0%
Reijans 9/10 4339 days 0%
Jim and JoAnn Harllee 10/10 4339 days 0%
Eric and Jen Popma 9/10 4343 days 0%
C Schaap 10/10 4344 days 0%
Steve and Therese Dunne 7/10 4345 days 0%
Green UK 9/10 4589 days 1%
Andreas Schacke 9/10 4593 days 1%
Birds Tubbs 10/10 4593 days 1%
Nathan Sait 10/10 4600 days 1%
Toby Clark 10/10 4600 days 1%
Heath 10/10 4604 days 1%
Wil de Kubber 9/10 4613 days 1%
Vlutters 8/10 4613 days 1%
Inge & Erik 9/10 4618 days 1%
Martin & Dee Bellarby 10/10 4618 days 1%
Ryan Pynappels 10/10 4619 days 1%
Nico Schoots 7/10 4619 days 1%
Shirley Marshall 10/10 4620 days 1%
Mary Mitchell 9/10 4622 days 1%
Paul Fairbrass 10/10 4630 days 1%
David Blundell 9/10 4632 days 1%
Thomas Behy 9/10 4635 days 1%
Anika 7/10 4636 days 1%
Cick Pouw 9/10 4636 days 1%
Chris & Jen Spencer 10/10 4648 days 1%
kaikouranz 10/10 4668 days 1%
Marc & Pauline 9/10 4705 days 1%
Anna Bret 9/10 4708 days 1%
Berry 10/10 4710 days 1%
David & Audrey 9/10 4714 days 1%
Peter Spooner 9/10 4716 days 1%
Eveline Mestrom 8/10 4719 days 1%
Craig Hathaway 8/10 4942 days 1%
Sarah James 10/10 4942 days 1%
Nick Taylor 10/10 4942 days 1%
Christine 10/10 4955 days 1%
Ed Ronan 9/10 4959 days 1%
Stefanie 10/10 4959 days 1%
Charlie 9/10 4960 days 1%
Jason & Beth Berlin 10/10 4960 days 1%
Richard Gallichan 7/10 4961 days 1%
Veronica Warren 8/10 4964 days 1%
Maggie Leyland 8/10 4964 days 1%
henriket 10/10 4968 days 1%
Stephen Shearer 10/10 4971 days 1%
LandJ 8/10 4974 days 1%
Erin Dumbauld 8/10 4975 days 1%
Wendy Good 8/10 4976 days 1%
Andreas Fritesche 10/10 4977 days 1%
David Emerick 9/10 4977 days 1%
Petra Lehmann 10/10 4979 days 1%
Richard Brijs 9/10 4985 days 1%
Danny and Loreen Way 8/10 4990 days 1%
Roy Seymour 8/10 4993 days 1%
D Hoekstra 9/10 4997 days 1%
Ellen Thompson 10/10 4997 days 1%
Chris Chasemore 7/10 4998 days 1%
Marie 9/10 5308 days 1%
June 9/10 5308 days 1%
Zoe Norcross 9/10 5325 days 1%
Matthias & Ceristiane 8/10 5326 days 1%
Antoine Migault 7/10 5329 days 1%
Antoine Del 8/10 5329 days 1%
R Bakker 7/10 5330 days 1%
Trude 10/10 5341 days 1%
Brian_Val 10/10 5342 days 1%
Brian Morris 10/10 5348 days 1%
Thijs Schoemaker 8/10 5353 days 1%
Ulric 8/10 5361 days 1%
Johanna X 9/10 5362 days 1%
Petra Berrens 7/10 5365 days 1%
Markus 7/10 5383 days 1%
biene 9/10 5413 days 1%
martinab 10/10 5413 days 1%
mdarras 9/10 5433 days 1%
Bert Wierzy 9/10 5436 days 1%
Ruth Colmer 10/10 5439 days 1%
Katrin Wennin 10/10 5440 days 1%
Alan Riley 9/10 5441 days 1%
Gensen 7/10 5455 days 1%
SiljaH 6/10 5663 days 1%
RussC 8/10 5665 days 1%
Martina Bumiller 9/10 5678 days 1%
Andrew Smith 7/10 5679 days 1%
Christian Moll 7/10 5689 days 1%
Johannes & Jopke Fokkema 8/10 5693 days 1%
Nick 6/10 5702 days 1%
Amanda Williams 9/10 5714 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

0.77% 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.