Nox'Spellenzolder Boardgames Scoring dataset.
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Nox' Spellenzolder is a Dutch Youtuber giving reviews of boardgames and scoring them. With the help of JPAntonisse/nox-spellenzolder-rating a list of boardgames with Nox' score is now available under results/dataset.csv.
You can visit the official top50 of Nox' Spellenzolders here, this is unfortunately shown without the grading, thats where this dataset can come in!
| title | link | stars | score | date |
|---|---|---|---|---|
| Oathsworn: Into the Deepwood (NL) | https://www.youtube.com/watch?v=UxF7sqCiOhY | nan | 10 | 2022-02-11 00:00:00 |
| Star Wars Armada: Super Star Destroyer (NL) | https://www.youtube.com/watch?v=fDiCnbDd6Tg | nan | 10 | 2019-02-09 00:00:00 |
| Fury of Dracula - 3rd Edition (NL) | https://www.youtube.com/watch?v=Bk6-AvuEdIg | 5 | 10 | 2016-12-19 00:00:00 |
| Magic the Gathering (NL) | https://www.youtube.com/watch?v=AYu5ool4YTo | 5 | 10 | 2016-10-16 00:00:00 |
| Codenames (NL) - Vanuit spellenwinkel "Spellenpoort" | https://www.youtube.com/watch?v=isuTVvwDt_I | 5 | 10 | 2015-10-12 00:00:00 |
| Legendary Encounters: Alie (NL) | https://www.youtube.com/watch?v=NmsICtnjEcg | 5 | 10 | 2015-09-02 00:00:00 |
| Sherlock Holmes - Consulting Detective (NL) | https://www.youtube.com/watch?v=WIZGG7wepQQ | 5 | 10 | 2015-06-25 00:00:00 |
| Mystery Express (NL) | https://www.youtube.com/watch?v=Ua0RMFu-dKQ | nan | 10 | 2014-12-29 00:00:00 |
| Star Wars: The Deckbuilding Game (NL) | https://www.youtube.com/watch?v=u7SWZ_sqrN4 | nan | 9 | 2023-11-03 00:00:00 |
| Doodle Dash (NL) | https://www.youtube.com/watch?v=Uw8yd3UIrVE | nan | 9 | 2023-03-29 00:00:00 |
| title | link | stars | score | date |
|---|---|---|---|---|
| Star Wars: The Deckbuilding Game (NL) | YouTube | nan | 9 | 2023-11-03 00:00:00 |
| Clank! Catacombs (NL) | YouTube | nan | 9 | 2023-02-18 00:00:00 |
| Doodle Dash (NL) | YouTube | nan | 9 | 2023-03-29 00:00:00 |
| Disney Sorcerer's Arena: Epic Alliances Core Set )NL) | YouTube | nan | 8 | 2023-02-22 00:00:00 |
| Mille Fiori (NL) | YouTube | nan | 8 | 2023-01-01 00:00:00 |
| title | link | stars | score | date |
|---|---|---|---|---|
| Oathsworn: Into the Deepwood (NL) | YouTube | nan | 10 | 2022-02-11 00:00:00 |
| Air, Land, and Sea: Critters at War (NL) | YouTube | nan | 9 | 2022-04-27 00:00:00 |
| Caesar! - Seize Rome in 20 Minutes! (NL) | YouTube | nan | 9 | 2022-12-21 00:00:00 |
| Vienna Connection (NL) | YouTube | nan | 9 | 2022-01-23 00:00:00 |
| Euthia: Torment of Resurrection (NL) | YouTube | nan | 9 | 2022-02-13 00:00:00 |
| title | link | stars | score | date |
|---|---|---|---|---|
| Destinies (NL) | YouTube | nan | 9 | 2021-12-26 00:00:00 |
| Forbidden Stars (NL) | YouTube | nan | 9 | 2021-10-11 00:00:00 |
| Anachrony (NL) | YouTube | nan | 9 | 2021-06-23 00:00:00 |
| Oriflamme: Oproer (NL) | YouTube | nan | 9 | 2021-05-12 00:00:00 |
| Detective: City of Angels (NL) | YouTube | nan | 9 | 2021-04-21 00:00:00 |
| title | link | stars | score | date |
|---|---|---|---|---|
| 5-Minute Mystery (NL) | YouTube | nan | 9 | 2020-09-23 00:00:00 |
| Detective: L.A. Crimes & Dig Deeper (NL) | YouTube | nan | 9 | 2020-08-27 00:00:00 |
| De Crew (NL) | YouTube | nan | 9 | 2020-06-30 00:00:00 |
| Guards of Atlantis II (NL) | YouTube | nan | 9 | 2020-04-25 00:00:00 |
| Hellapagos (NL) | YouTube | nan | 9 | 2020-02-11 00:00:00 |
| title | link | stars | score | date |
|---|---|---|---|---|
| Star Wars Armada: Super Star Destroyer (NL) | YouTube | nan | 10 | 2019-02-09 00:00:00 |
| L.A.M.A. (NL) | YouTube | nan | 9 | 2019-10-07 00:00:00 |
| The Lord of the Rings: Journeys in Middle Earth (NL) | YouTube | nan | 9 | 2019-08-14 00:00:00 |
| Wingspan (NL) | YouTube | nan | 9 | 2019-08-04 00:00:00 |
| Wander: The Cult of Barnacle Bay (NL) | YouTube | nan | 9 | 2019-07-29 00:00:00 |
| title | link | stars | score | date |
|---|---|---|---|---|
| Chronicles of Crime (NL) | YouTube | nan | 9 | 2018-12-14 00:00:00 |
| Civilization: A New Dawn (NL) | YouTube | nan | 9 | 2018-09-03 00:00:00 |
| Ganz Schon Clever (NL) | YouTube | nan | 9 | 2018-05-09 00:00:00 |
| Lords of Hellas (NL) | YouTube | nan | 9 | 2018-05-05 00:00:00 |
| Ten Aanval! (NL) | YouTube | nan | 9 | 2018-04-24 00:00:00 |
| title | link | stars | score | date |
|---|---|---|---|---|
| First Martians: Adventures on the Red Planet (NL) | YouTube | 4 | 8 | 2017-12-14 00:00:00 |
| Scythe (NL) | YouTube | 4 | 8 | 2017-06-30 00:00:00 |
| Dead of Winter - The Long Night (NL) | YouTube | 4 | 8 | 2017-01-30 00:00:00 |
| Claim (NL) | YouTube | 4 | 8 | 2017-02-09 00:00:00 |
| Agra (NL) | YouTube | 4 | 8 | 2017-02-12 00:00:00 |
| title | link | stars | score | date |
|---|---|---|---|---|
| Fury of Dracula - 3rd Edition (NL) | YouTube | 5 | 10 | 2016-12-19 00:00:00 |
| Magic the Gathering (NL) | YouTube | 5 | 10 | 2016-10-16 00:00:00 |
| Mombasa (NL) | YouTube | 4 | 8 | 2016-03-05 00:00:00 |
| Star Wars Armada (NL) | YouTube | 4 | 8 | 2016-03-06 00:00:00 |
| X-Wing Miniatures Game (NL) | YouTube | nan | 8 | 2016-03-22 00:00:00 |
| title | link | stars | score | date |
|---|---|---|---|---|
| Codenames (NL) - Vanuit spellenwinkel "Spellenpoort" | YouTube | 5 | 10 | 2015-10-12 00:00:00 |
| Sherlock Holmes - Consulting Detective (NL) | YouTube | 5 | 10 | 2015-06-25 00:00:00 |
| Legendary Encounters (NL) | YouTube | 5 | 10 | 2015-09-02 00:00:00 |
| De Kolonisten van Catan "Kooplieden & Barbaren" (NL) | YouTube | 4 | 8 | 2015-05-13 00:00:00 |
| Brieven uit Whitechapel (NL) | YouTube | 4 | 8 | 2015-07-15 00:00:00 |
| title | link | stars | score | date |
|---|---|---|---|---|
| Machi Koro (NL) | YouTube | 4 | 8 | 2014-11-16 00:00:00 |
| Rampage (NL) | YouTube | nan | 8 | 2014-04-15 00:00:00 |
| Atlantic Triangle (NL) | YouTube | nan | 8 | 2014-07-29 00:00:00 |
| Splendor (NL) - Samen met de Rode Pion | YouTube | nan | 8 | 2014-02-06 00:00:00 |
| Through the Ages (NL) | YouTube | nan | 8 | 2014-02-07 00:00:00 |
| title | link | stars | score | date |
|---|---|---|---|---|
| Robinson Crusoe: Adventure on the Cursed Island (NL) - Deel 2 / 2 | YouTube | nan | 8 | 2013-11-20 00:00:00 |
| Sid Meier's Civilization (NL) - Deel 2 / 2 | YouTube | nan | 8 | 2013-04-10 00:00:00 |
| Gosu - Kamakor (NL) | YouTube | nan | 8 | 2013-01-07 00:00:00 |
| Takenoko (NL) | YouTube | nan | 8 | 2013-01-15 00:00:00 |
| Quest for the Princess (NL) | YouTube | nan | 8 | 2013-04-02 00:00:00 |
| title | link | stars | score | date |
|---|---|---|---|---|
| Galaxy Trucker (NL) | YouTube | nan | 8 | 2012-12-19 00:00:00 |
| Glory to Rome NL | YouTube | nan | 8 | 2012-07-17 00:00:00 |
| Coco Colecto (NL) | YouTube | nan | 8 | 2012-12-16 00:00:00 |
| Quarriors (NL) | YouTube | nan | 8 | 2012-03-13 00:00:00 |
| Indonesia (NL) - Deel 2 / 2 | YouTube | nan | 8 | 2012-07-12 00:00:00 |
| title | link | stars | score | date |
|---|---|---|---|---|
| Carcassonne - De Uitbreiding (NL) | YouTube | nan | 9 | 2011-07-26 00:00:00 |
| Chez Geek (NL) | YouTube | nan | 8 | 2011-11-06 00:00:00 |
| Naval Battles (NL) | YouTube | nan | 8 | 2011-09-26 00:00:00 |
| Zeevaarders van Catan (NL) | YouTube | nan | 8 | 2011-07-29 00:00:00 |
| De Grote Dalmuti (NL) | YouTube | nan | 6 | 2011-10-17 00:00:00 |
The complete ranking of Nox' boardgames is available in the dataset results/dataset.csv. The available columns in the datasets are listed below. The only thing to note is that the columns 'stars' is a rating out of 5, that is normalized to score (out of 10). This is due to legacy videos graded with stars instead of score.
title;link;id;stars;score;date
| variable: score | dtype: float64 |
|---|---|
| count | 1110.000000 |
| mean | 6.289189 |
| std | 1.807252 |
| min | 2.0 |
| 25% | 6.00 |
| 50% | 7.0 |
| 75% | 8.0 |
| max | 10.0 |
The extraction process of the scores is limited to the caption translation of Youtube, therefore, it is prone to mistakes during scoring. The correctness of this dataset is estimated, by sampling, to be ~80%. Because of importance to the top-10, the scores with 10.0 are manually checked and corrected where necessary.
# clone the repo
$ git clone https://github.com/JPAntonisse/nox-spellenzolder-rating.git
# install the requirements
$ pip install -r requirements.txt$ python noxdataset.py