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Recommendation and Ratings Public Data Sets For Machine Learning

Movies Recommendation:

Music Recommendation:

Books Recommendation:

Food Recommendation:

Merchandise Recommendation:

Healthcare Recommendation:

Dating Recommendation:

Scholarly Paper Recommendation:

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sidooms commented Nov 19, 2013

Another movie ratings dataset: MovieTweetings -
Movie ratings are extracted from Twitter and added to the dataset on a daily basis.

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ericmakita commented Sep 30, 2014

Thank you that's Awesome

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ahmadabdali commented Jan 1, 2015

Thank you but that is old !

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praveenkishor123 commented Apr 22, 2015

Thanks .. very helpful

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dbharath commented May 1, 2015

Awesome resource !

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idirbenouaret commented Jul 10, 2015

i'm working on recommender systems in the field of museum domain.
is there any data set for artworks rating????

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jmolayem commented Jul 10, 2015

Any reason why I CANNOT get access to the hospital data?

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jmolayem commented Jul 24, 2015

Hi Entaroadun,

Can you briefly describe the hospital dataset you worked with? I'd love to reproduce your research.


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1110001 commented Jan 10, 2016

I cannot access the Amazon Product Recommendation dataset. Is there any alternate link??

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konarkyadav commented Apr 17, 2016

Hi, I am not able to download Amazon Product Recommendation Dataset. Can you please help ?

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cuixue commented May 2, 2016

is there any dataset used for predicting whether user clicked this advertisement,click is 1 ,otherwise 0.

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Ashu507 commented Sep 20, 2016

Hello Friends, Can any one provide me the link to download amazon product recommendation dataset.

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joaodaher commented Sep 26, 2016

Amazon product dataset can be found here:

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rzykov commented Mar 24, 2017

I just shared new ecommerce dataset for recommender systems

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sonali9696 commented Mar 30, 2017

Thanks a lot!

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Joeran commented Apr 2, 2017

Dataset in the field of research-paper recommendations:'s%20Research%20Paper%20Recommender%20System.pdf

The four datasets contain metadata of 9.4 million academic articles,
including 1.8 million articles publicly available on the Web; the
articles’ citation network; anonymized information on 8,059 Docear
users; information about the users’ 52,202 mind-maps and personal
libraries; and details on the 308,146 recommendations that the
recommender system delivered. The datasets are a unique source of
information to enable, for instance, research on collaborative
filtering, content-based filtering, and the use of referencemanagement
and mind-mapping software.

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blessedeve commented Apr 25, 2017


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Hassaluk-Jaja commented Jul 3, 2017

Thank you, it's very help for newbie :)

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elena-petrova commented Jul 28, 2017

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majidAbbas commented Jan 27, 2018

hi , i am working on user based collaborating filtering but need data set of food items with rating of users. If someone can kindly provide me link of such data base i will be very grateful to you as i am doing my university project

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ganeshmukesh123 commented Feb 8, 2018

Is their user rating dataset for games??

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Abdessamad139 commented Dec 11, 2018

Hi, does anyone have an open dataset for course rating in MOOCs or any other e-learning platform?
Thanks in advance.

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hrit-ikkumar commented Jun 20, 2019

Good resources, Thanks!

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pbisaria007 commented Feb 5, 2020

Can anyone suggest me good dataset which is not used or analysed much? I want to do a case study using logistic regression on new dataset.

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alirezaborzuei commented Jun 26, 2020

I want dataset about products like electronic or clothing,... that should have picture.what to do?

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komalg1 commented Jul 28, 2020

Is there a dataset for course recommendation based on skills and current job profile?

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Suesha11 commented Nov 6, 2020

hello, is there any datasets on gadgets?

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deekshakoul commented Feb 27, 2021

Hello All,
Is there any news recommendation dataset available? with news body available too.
Sadly, the MIND (Microsoft News Recommendation Dataset) doesn't have news full body available with it.

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SG-Akshay10 commented Jun 25, 2022

Is there a dataset for course recommendations based on students' academic performance/based on similar student recommendations?

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