Ranking Score Explained

Kia ora, 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 InterCity Coachlines.

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

InterCity Coachlines

Valid Reviews

236 Valid Reviews

The InterCity Coachlines experience has a total of 249 reviews. There are 236 valid reviews that are included when calculating the ranking score and 13 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 236 valid reviews:

Rating Count Percentage
10/10 22
9%
9/10 40
17%
8/10 72
31%
7/10 39
17%
6/10 10
4%
5/10 6
3%
4/10 4
2%
3/10 5
2%
2/10 4
2%
1/10 34
14%

67.46% Average

The raw data average (mean) for all the InterCity Coachlines valid reviews is 67.46% and is based on 236 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

182 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 236 valid reviews, the experience has 182 face-to-face reviews collected during interviews by our team.

Below is the distribution of ratings for the 182 face-to-face reviews:

Rating Count Percentage
10/10 19
10%
9/10 37
20%
8/10 66
36%
7/10 39
21%
6/10 10
5%
5/10 4
2%
4/10 3
2%
3/10 2
1%
2/10 1
1%
1/10 1
1%

78.30% Average

The raw data average (mean) for all the InterCity Coachlines face-to-face reviews is 78.30% and is based on 182 face-to-face reviews. This value is not used to calculate the ranking score and it only provided here for comparison purposes.

Weighted Average

47.44%

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
Annie Bates 1/10 196 days 48%
Nic 1/10 378 days 45%
Janene Skudder 5/10 378 days 84%
Chey 1/10 501 days 42%
Sue 9/10 531 days 100%
Maeve 1/10 562 days 40%
joe baker 1/10 652 days 37%
Hayden 1/10 652 days 37%
Catherine Dowman 1/10 682 days 36%
Mo 1/10 713 days 35%
June Andrews 10/10 1292 days 26%
No name please 8/10 1657 days 8%
Cecilia Carboni 3/10 1686 days 4%
TDW 1/10 1717 days 3%
Ronald Tadema 8/10 1717 days 7%
Kathryn Row 10/10 1809 days 6%
Bus Gone Bad 1/10 1839 days 2%
Nok 1/10 1901 days 2%
Pamela 1/10 1931 days 2%
Kim 1/10 1962 days 2%
Tan 1/10 1992 days 2%
Kiran 1/10 2051 days 2%
Claire M 1/10 2082 days 2%
Ruta 1/10 2082 days 2%
Ruthy 9/10 2113 days 5%
Nadine 1/10 2174 days 2%
Annelise solomon 1/10 2174 days 2%
LIANNE MYLIE 4/10 2266 days 3%
Unhappy Customer 1/10 2266 days 2%
Kate McAlpine 1/10 2266 days 2%
Char 1/10 2327 days 2%
Tanna 5/10 2388 days 4%
Denise 2/10 2388 days 2%
Justine 1/10 2388 days 2%
Ash 1/10 2538 days 2%
Donna 1/10 2568 days 2%
Rob Williams 1/10 2660 days 2%
Tee Tautele 1/10 2752 days 2%
Emma Petit 1/10 2811 days 1%
Bastian Bley 9/10 2844 days 4%
Jorge Roesener 10/10 2856 days 4%
Fatma 1/10 2872 days 1%
James Hilford 3/10 2964 days 2%
Ra Had 2/10 3300 days 1%
Meila Hembrow 1/10 4000 days 0%
Lea Roser 9/10 4200 days 0%
Katya Verikaitis 7/10 4207 days 0%
AROHAINA PAPAROA 1/10 4273 days 0%
Euan Cameron 8/10 4273 days 0%
Anne Rodofsen 8/10 4294 days 0%
Timo Maschke 10/10 4295 days 0%
boby 1/10 4365 days 0%
eyeguy 1/10 4457 days 0%
Martin Guillaume 7/10 4575 days 1%
Srinivas 3/10 4579 days 1%
Emily Wikston 9/10 4594 days 1%
Julia Edman 7/10 4653 days 1%
Meagan Bradder 8/10 4653 days 1%
Nick Selzler 8/10 4653 days 1%
Matthew Randall 6/10 4653 days 1%
Katja Klein 7/10 4653 days 1%
angillie 2/10 4884 days 1%
Alita Smith 8/10 4917 days 1%
Todd Pang 7/10 4929 days 1%
Sandra Schulz 9/10 4939 days 1%
Pam & Rob Tellwright 9/10 4949 days 1%
Ann Thompson 10/10 4961 days 1%
Nadia Husain 8/10 4973 days 1%
Mercedes Valera 3/10 5300 days 1%
Rosie NZ 9/10 5323 days 1%
Jess Laver 8/10 5323 days 1%
Becky 7/10 5331 days 1%
Kasper 8/10 5336 days 1%
Brenda 8/10 5336 days 1%
Michele Tizza 5/10 5407 days 1%
Flavia Mionelli 4/10 5412 days 1%
ruthh 6/10 5422 days 1%
miniappleses 8/10 5522 days 1%
JoR 9/10 5641 days 1%
Joanna Harrnon 10/10 5643 days 1%
Abby 6/10 5643 days 1%
Han Disveld 8/10 5656 days 1%
Amelie 2/10 5665 days 1%
Elinor Wajngot 7/10 5666 days 1%
Hannes Ockerman 7/10 5667 days 1%
JohnE 8/10 5670 days 1%
VickiEngland 8/10 5672 days 1%
StephC 9/10 5677 days 1%
SamR1 9/10 5677 days 1%
NikolaGermany 8/10 5677 days 1%
Eva 8/10 5684 days 1%
Richard 8/10 5684 days 1%
CarinnaGermany 7/10 5686 days 1%
LaurenS 8/10 5689 days 1%
SophieW1 8/10 5689 days 1%
AdreaR 10/10 5690 days 1%
MichelleP 8/10 5691 days 1%
DanielMexico 9/10 5691 days 1%
RoseyUK 8/10 5691 days 1%
CelineD 8/10 5691 days 1%
ElizabethF 7/10 5692 days 1%
j_h 8/10 5693 days 1%
James 8/10 5693 days 1%
StefanieW 9/10 5694 days 1%
Tessa 10/10 5694 days 1%
James 9/10 5694 days 1%
Denise 8/10 5694 days 1%
Mary 5/10 5694 days 1%
DavidMace 9/10 5700 days 1%
Katie 9/10 5701 days 1%
Florian 8/10 5701 days 1%
Annika 7/10 5708 days 1%
Heidi 9/10 5708 days 1%
Mimi 10/10 5708 days 1%
Jasmine 9/10 5710 days 1%
Sarah 8/10 5710 days 1%
Dalit 7/10 5710 days 1%
Martin 10/10 5711 days 1%
Anna 10/10 5711 days 1%
Bianca 7/10 5716 days 1%
Liz 8/10 5716 days 1%
Sarah 9/10 5716 days 1%
Theresa 8/10 5716 days 1%
David 6/10 5717 days 1%
Ashleigh 7/10 5717 days 1%
johanna 8/10 5717 days 1%
Kathrin 8/10 5717 days 1%
Sabrina 8/10 5717 days 1%
Kefan 7/10 5717 days 1%
Lena 8/10 5717 days 1%
Michael 8/10 5717 days 1%
Noreen 6/10 5717 days 1%
Eeyore Lee 7/10 5717 days 1%
Genevieve 6/10 5717 days 1%
Dassel 8/10 5718 days 1%
Leong 9/10 5718 days 1%
Eric 8/10 5719 days 1%
Helen 9/10 5720 days 1%
Stephanie 8/10 5744 days 1%
stephanie 8/10 5748 days 1%
Katherine 7/10 5748 days 1%
Spyfox 8/10 5750 days 1%
Claire 7/10 5756 days 1%
Aileen 9/10 5762 days 1%
Jordi 8/10 5764 days 1%
Vincent 8/10 5774 days 1%
Frauke 10/10 5775 days 1%
Jason 9/10 5778 days 1%
Tiana 10/10 5783 days 1%
Carrie 4/10 5790 days 1%
Gayle 8/10 5800 days 1%
Gemma 8/10 5810 days 1%
Henry 6/10 5811 days 1%
Ben 7/10 5818 days 1%
Antonella 7/10 5818 days 1%
Davina 10/10 5819 days 1%
David 9/10 5821 days 1%
Zane 10/10 5830 days 1%
martina 8/10 5841 days 1%
Rebecca 8/10 5841 days 1%
Nynke 8/10 5841 days 1%
Suyin 7/10 5841 days 1%
Daniela Bell 9/10 5850 days 1%
Michaela 8/10 5854 days 1%
Juliane 8/10 5859 days 1%
Rebecca Smith 9/10 5859 days 1%
Nick 9/10 5862 days 1%
Fiona 8/10 5863 days 1%
dani smith 8/10 5863 days 1%
Talitia 8/10 5863 days 1%
Peddy 9/10 5873 days 1%
Katie Wise 9/10 5876 days 1%
Steffi 7/10 5879 days 1%
Mikel 8/10 5883 days 1%
Kerstin 9/10 5883 days 1%
Sarah 7/10 5892 days 1%
Wolfgang 6/10 5916 days 1%
Rhea 6/10 5952 days 1%
Salome 5/10 5952 days 1%
Florencia Cortese 8/10 5986 days 1%
Julia Willrodt 7/10 5986 days 1%
Rhys Howell 10/10 5986 days 1%
Anke 8/10 5994 days 1%
Annie 7/10 6014 days 1%
Amy Lumsden 8/10 6020 days 1%
Hernando 7/10 6020 days 1%
Caroline Cole 4/10 6021 days 1%
Ellie Koss 7/10 6021 days 1%
Alexia 9/10 6023 days 1%
Marion 7/10 6024 days 1%
Nicole 9/10 6027 days 1%
Corinne 8/10 6028 days 1%
Jeanette 9/10 6030 days 1%
Jana Gajdosova 7/10 6030 days 1%
Beixin Wang 10/10 6030 days 1%
Kerstin Brantryd 9/10 6031 days 1%
Sanne Jonker 7/10 6031 days 1%
Renske Tehurne 8/10 6035 days 1%
Corina 9/10 6035 days 1%
James Davies 7/10 6036 days 1%
Anna Cronmalm 10/10 6036 days 1%
Yumi 7/10 6037 days 1%
Wouter Sluitnan 8/10 6037 days 1%
Lena 8/10 6037 days 1%
Andreas Brett 8/10 6037 days 1%
Kristine Clemmensen Rotne 5/10 6037 days 1%
Juliet 9/10 6057 days 1%
Laura 7/10 6057 days 1%
Thomas 7/10 6058 days 1%
Tamzin 10/10 6058 days 1%
Reina Lohaye 7/10 6059 days 1%
Eric P 7/10 6063 days 1%
Nathan Perkins 1/10 6063 days 0%
Diane 8/10 6080 days 1%
Travis 8/10 6080 days 1%
Maria 8/10 6087 days 1%
Timothy 8/10 6090 days 1%
David 8/10 6090 days 1%
matt 7/10 6091 days 1%
Tom Anson 3/10 6092 days 1%
Samantha 10/10 6113 days 1%
Francesco 9/10 6118 days 1%
Davinia 9/10 6119 days 1%
Frida 9/10 6128 days 1%
Nina 8/10 6129 days 1%
Samuel Brejeon 8/10 6129 days 1%
Carolr 9/10 6133 days 1%
Matilde 7/10 6134 days 1%
Rob Boston 8/10 6192 days 1%
purplekat99 10/10 6222 days 1%
Pat Brewster 10/10 6246 days 1%
Stephanie 7/10 6355 days 1%
HalRoberts 8/10 6356 days 1%
Will 6/10 6360 days 1%
Jenny 8/10 6368 days 1%
Kim Holland 8/10 6380 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 InterCity Coachlines experience has plenty of reviews and does not meet the criteria for any adjustment.

Recent Reviews Adjustment

-2.56% Adjustment

There may be an adjustment if this experience hasn't received any reviews within the last 80 days. However the InterCity Coachlines 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 InterCity Coachlines experience has been adjusted for 177 days. Adjustments are according to the following table.

Days Adjustment
174 -2.52%
175 -2.53%
176 -2.55%
177 -2.56%
178 -2.58%
179 -2.59%
180 -2.60%

Balancing Adjustment

25.86% 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

71%

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.