For each dataset type, we list required and optional fields. Invalid ISBNs have already been removed from the dataset. For the purpose of creating a recommendation model. Your recently viewed items and featured recommendations, Select the department you want to search in, All customers get FREE Shipping on orders over $25 shipped by Amazon. Finding the right product becomes difficult because of this ‘Information overload’. Books on Amazon and Flipkart which can be joined using their ISBN numbers. Amazon Price New from Used from Paperback "Please retry" $29.69 . Paperback. Within the data set there is a small subset of books that have … This is a significant growth rate compared to Google’s 23% revenue increase. From the dataset website: "Million continuous ratings (-10.00 to +10.00) of 100 jokes from 73,421 users: collected between April 1999 - May 2003." Dataset creator and donator: ZhiLiu, e-mail: liuzhi8673 '@' gmail.com, institution: National Engineering Research Center for E-Learning, Hubei Wuhan, China. There's a problem loading this menu right now. Buy Mining of Massive Datasets 3 by Leskovec, Jure, Rajaraman, Anand, Ullman, Jeffrey David (ISBN: 9781108476348) from Amazon's Book Store. We would like to show you a description here but the site won’t allow us. 2. train.txt. Reviews include product and user information, ratings, and a plaintext review. This dataset includes reviews (ratings, text, helpfulness votes), product metadata (descriptions, category information, price, brand, and image features), and links (also viewed/also bought graphs). Use the METRICS domain for forecasting metrics, such as revenue, sales, and cash flow. Read Mining of Massive Datasets book reviews & author details and more at Amazon.in. Amazon Customer Reviews (a.k.a. Amazon product co-purchasing network and ground-truth communities Dataset information. For each product the following information is available: Title; Salesrank Product Reviews) is one of Amazons iconic products. Everyday low prices and free delivery on eligible orders. Simply looking for a dataset that has books and features of those books. Note: A new-and-improved Amazon dataset is available here, which corrects the above dupli… Creating Datasets. Newer reviews: 2.1. This dataset can be combined with Amazon product review data, available here, by matching ASINs in the Q/A dataset with ASINs in the review data. It has been used for sentiment analysis and product feature extraction. Test file (positive instances). Ratings go from one to five. Dataset of ~50K Kindle book reviews, all containing a description from that book. Users get confused and this puts a cognitive overload on the user in choosing a product. Within the 61,000+ unique books, there is roughly a 50/50 split between Kindle Editions and Print Editions. A coauthorship network of scientists working on network theory and experiment, as compiled by M. Newman in May 2006. AWS Documentation Amazon QuickSight User Guide. Reviews include product and user information, ratings, and a plaintext review. Shop for virtually anything on Amazon you might want to buy online including books, movies, music and games, digital downloads, electronics, computers, home and garden, toys, apparel and more. The Amazon Bin Image Dataset contains over 500,000 images and metadata from bins of a pod in an operating Amazon Fulfillment Center. View the BuzzFeed Data sets. Available at Amazon product reviews dataset. This dataset consists of reviews from amazon. Update Frequency. The data span a period of 18 years, including ~35 million reviews up to March 2013. Dataset Shift in Machine Learning (Neural Information Processing series) [Quinonero-Candela, Joaquin, Sugiyama, Masashi, Schwaighofer, Anton, Lawrence, Neil D.] on Amazon.com. This dataset contains product reviews and metadata from Amazon, including 143.7 million reviews spanning May 1996 - July 2014. This dataset consists of reviews from amazon. ). Amazon Product Review Data (more than 5.8 million reviews). There's a problem loading this menu right now. The books included in the dataset are public domain works digitized by Google and made available by the Hathi Trust Digital Library. The review data also includes product metadata (product titles etc. A list of 1,500+ reviews of Amazon products like the Kindle, Fire TV Stick, etc. Mathematical Statistics and Data Analysis (with CD Data Sets) (Available 2010 Titles Enhanced Web Assign), Part of: Available 2010 Titles Enhanced Web Assign (32 Books), Technical's Exam DA-100 Analyzing Data with Microsoft Power BI interview learning set: Better Questions and Answers , Better Experience, Analytics: Data Science, Data Analysis and Predictive Analytics for Business. Top subscription boxes – right to your door, © 1996-2020, Amazon.com, Inc. or its affiliates. To create a dataset, choose New data seton the Your Data Setspage. You’re seeing this ad based on the product’s relevance to your search query. Monster School in Minecraft: Unofficial 5-Story Collection, Diary of a Roblox Noob: Christmas Special, The DATA Set Collection: March of the Mini Beasts; Don't Disturb the Dinosaurs; The Sky Is Falling; Robots Rule the School, FREE Shipping on orders over $25 shipped by Amazon, The DATA Set Collection #2: A Case of the Clones; Invasion of the Insects; Out of Remote Control; Down the Brain Drain, March of the Mini Beasts (1) (The DATA Set), Don't Disturb the Dinosaurs (2) (The DATA Set), Robots Rule the School (4) (The DATA Set). Who wants to be friends with an 8-year-old boy who's labeled as a troublemaker? ). Everyday low prices and free delivery on eligible orders. Amazon product co-purchasing network metadata Dataset information. As in the previous version, this dataset includes reviews (ratings, text, helpfulness votes), product metadata (descriptions, category information, price, brand, and image features), and links (also viewed/also bought graphs). The DATA Set Collection: March of the Mini Beasts; Don't Disturb the Dinosaurs; The Sky Is Falling; Ro… computer vision machine learning. I haven't looked into the dataset itself but I remember there being an Amazon book reviews dataset that was floating around a … The increasing Amazon Market size: In 2018, Amazon’s revenue grew by 31%. request. Inventor in the Pink Pajamas is a fun and informative picture book about everyday inventions; It's Book 1 in the new STEM series If Not You Then Who? Hardcover. If QuickSight connects to the data store by using a direct query, the data automatically refreshes when you open an associated dataset, analysis, or dashboard. It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. Other Amazon Product Review datasets. If you are interested in knowing how people feel about a book on the basis of reviews, this can be a potential dataset. After viewing product detail pages, look here to find an easy way to navigate back to pages you are interested in. You can then create a dataset based on an existing data source, or connect to a new data source and base the dataset on that. Dataset creator and donator: Ken Montanez email: kenmonta[at]cal.berkeley.edu institution: Information Security, Amazon Corp. Data Set Information: This is a sparse data set, less than 10% of the attributes are used for each sample. Basic statistics These datasets contain reviews from the Goodreads book review website, and a variety of attributes describing the items. This dataset contains Question and Answer data from Amazon, totaling around 1.4 million answered questions. Kids who like Minecraft will love our books. The review data also includes product metadata (product titles etc. I'm sorry, the dataset "Amazon book reviews" does not appear to exist. Buy Mining of Massive Datasets by Rajaraman, Anand, Ullman, Jeffrey David (ISBN: 9781107015357) from Amazon's Book Store. The primary reason for creating this dataset is the requirement of a good clean dataset of books. In addition, this version provides the following features: 1. A dataset group is a collection of complementary datasets that detail a set of changing parameters over a series of time. The reviews come with corresponding rating stars. When refreshing data, Amazon QuickSight handles datasets differently depending on the connection properties and the storage location of the data. Product Reviews) is one of Amazons iconic products. If you use this data, please cite (Jindal and Liu, WSDM-2008). In a period of over two decades since the first review in 1995, millions of Amazon customers have contributed over a hundred million reviews to express opinions and describe their experiences regarding products on the Amazon.com website. This dataset can be combined with Amazon product review data, available here, by matching ASINs in the Q/A dataset with ASINs in the review data. The idea here is a dataset is more than a toy - real business data on a reasonable scale - but can be trained in minutes on a modest laptop. A big ole clumsy moose named Mortimer, that's who. Read Mining of Massive Datasets, 2ed book reviews & author details and more at Amazon.in. Details → Usage examples *FREE* shipping on qualifying offers. Amazon Bin Image Dataset. Python for Data Analysis is concerned with the nuts and bolts of manipulating, processing, cleaning, and crunching data in Python. It supports the following dataset types. You can then create a dataset based on an existing data source, or connect to a new data source and base the dataset on that. Skip to main content.us. The dataset is available on the UCSD website. Find the top 100 most popular items in Amazon Books Best Sellers. Amazon's or Overstock.com's catalogs would be … The n specifies the number of elements in the tuple, so a 5-gram contains five words or characters. The earliest data is from Jan 1, 2017. In this case the items are words extracted from the Google Books corpus. Network was collected by crawling Amazon website. Datasets contain the data used to train a predictor.You create one or more Amazon Forecast datasets and import your training data into them. Data Set Information: dataset are derived from the customers’ reviews in Amazon Commerce Website for authorship identification. This is critically important because Amazon sales rankings are grouped under the Books umbrella into those two categories. Publishing takes less than 5 minutes and your book appears on Kindle stores worldwide within 24-48 hours. Dataset creator and donator: Ken Montanez email: kenmonta[at]cal.berkeley.edu institution: Information Security, Amazon Corp. Data Set Information: This is a sparse data set, less than 10% of the attributes are used for each sample. Data Action: Using Data for Public Good Sarah Williams. After viewing product detail pages, look here to find an easy way to navigate back to pages you are interested in. Prime members enjoy FREE Delivery and exclusive access to music, movies, TV shows, original audio series, and Kindle books. Thanks to Professor McAuley and team for making this dataset available. Buy Creating Datasets for Testing Relational Databases: Test-data Exaction and Comparison with Test-data Generation by Raza, Ali, Clyde, Stephen (ISBN: 9783847337638) from Amazon's Book Store. This Dataset is an updated version of the Amazon review datasetreleased in 2014. Current data includes reviews in the range … To create a dataset from an existing Athena connection profile . Create an Amazon QuickSight dataset from a file or database data source. picking books that have few reviewers, we would look at the number of reviews of previously released books from the same author; hence we can deduce the popularity of the chosen book. Dataset. The Amazon Bin Image Dataset contains over 500,000 images and metadata from bins of a pod in an operating Amazon Fulfillment Center. Book 1). The development of the next generation of Windows-based software is badly behind schedule, and the companys competitive position is in jeopardy. The bin images in this dataset are captured as robot units carry pods as part of normal Amazon Fulfillment Center operations. Goodreads Book Reviews. The total number of reviews is 233.1 million (142.8 million in 2014). The Create a Data Set page displays.. Scroll down to the FROM EXISTING DATA SOURCES section, and choose the connection profile icon for the existing data source that you want to use. Content. The Amazon case study is an open book to brands and retailers, and there is plenty to learn from the growth of this lucrative firm. BuzzFeed started as a purveyor of low-quality articles, but has since evolved and now writes some investigative pieces, like “The court that rules the world” and “The short life of Deonte Hoard”.. BuzzFeed makes the data sets used in its articles available on Github. Dataset, Inc. is a multinational software company, the leader in its particular niche market but something is wrong. Critically, these datasets have multiple levels of user interaction, raging from adding to a "shelf", rating, and reading. This is web scraped data from Amazon Book reviews comprising of both positive and negative words. Prime members enjoy FREE Delivery and exclusive access to music, movies, TV shows, original audio series, and Kindle books. Nodes represent books about US politics sold by the online bookseller Amazon.com. Top subscription boxes – right to your door, © 1996-2020, Amazon.com, Inc. or its affiliates. To create a dataset, choose New data set on the Your Data Sets page. These datasets contain reviews from the Goodreads book review website, and a variety of attributes describing the items. The network was compiled from the bibliographies of two review articles on networks, M. E. J. Newman, SIAM Review 45, 167-256 (2003) and S. Boccaletti et al., Physics Reports 424, 175-308 (2006), with a few additional references added by hand. This dataset contains ratings for ten thousand popular books. Amazon kindle dataset - all descriptions | BigML.com BigML is working hard to support a wide range of browsers. Multi-Domain Sentiment Dataset: Products (books, dvds..) Product reviews from Amazon.com covering various product types (such as books, dvds, musical instruments). Basic statistics When refreshing data, Amazon QuickSight handles datasets differently depending on the connection properties and the storage location of the data. For each product the following information is available: at BigML.com - Machine Learning Made Easy. Network was collected by crawling Amazon website. This dataset contains 207,572 books from the Amazon.com, Inc. marketplace. test.txt. This dataset consists of product reviews obtained from www.amazon.com. More reviews: 1.1. Critically, these datasets have multiple levels of user interaction, raging from adding to a "shelf", rating, and reading. Buy Data Engineering with Python: Work with massive datasets to design data models and automate data pipelines using Python by Crickard, Paul (ISBN: 9781839214189) from Amazon's Book Store. Buy GIS for Surface Water: Using the National Hydrography Dataset (Esri Press) Illustrated by Jeff Simley (author) (ISBN: 9781589484795) from Amazon's Book Store. Description:; Amazon Customer Reviews (a.k.a. Being a bookie myself (see what I did there?) [1] Because of the vast size of the data, it is quite a challenge to handle it all. 5.0 out of 5 stars 1. 4.5 out of 5 stars 88. Free delivery on qualified orders. As to the source, let's say that these ratings were found on the internet. Moreover, some content-based information is given (`Book-Title`, `Book-Author`, `Year-Of-Publication`, `Publisher`), obtained from Amazon Web Services.Note that in case of several authors, only the first is provided. The jester dataset is not about Movie Recommendations. Everyday low prices and free delivery on eligible orders. Dataset information The data was collected by crawling Amazon website and contains product metadata and review information about 548,552 different products (Books, music CDs, DVDs and VHS video tapes). Books are identified by their respective ISBN. Edges represent frequent co-purchasing of books by the same buyers, as indicated by the "customers who bought this book also bought these other books" feature on Amazon. Doesn't really matter what kind of products, so long as it's reasonably clean, the products have some attributes (length, weight, price, category, etc.) Dataset, Inc. is a multinational software company, the leader in its particular niche market but something is wrong. Amazon.com Books has the world’s largest selection of new and used titles to suit any reader's tastes. On the Amazon QuickSight start page, choose Manage data.. On the Your Data Sets page, choose New data set.. [1][2] This dataset contains product reviews and metadata from Amazon, including 142.8 million reviews spanning May 1996 — July 2014. Your recently viewed items and featured recommendations, Select the department you want to search in, The DATA Set Collection: March of the Mini Beasts; Don't Disturb the Dinosaurs; The Sky Is Falling; Robots Rule the School, The DATA Set Collection #2: A Case of the Clones; Invasion of the Insects; Out of Remote Control; Down the Brain Drain, March of the Mini Beasts (1) (The DATA Set), Don't Disturb the Dinosaurs (2) (The DATA Set), Robots Rule the School (4) (The DATA Set), Invasion of the Insects (6) (The DATA Set), Mathematical Statistics and Data Analysis (with CD Data Sets) (Available 2010 Titles Enhanced Web Assign), Part of: Available 2010 Titles Enhanced Web Assign (32 Books), Kimball's Data Warehouse Toolkit Classics, 3 Volume Set, Technical's 010-151 DCTECH Supporting Cisco Data Center System Devices interview learning set: Better Questions and Answers , Better Experience, Technical's Exam DA-100 Analyzing Data with Microsoft Power BI interview learning set: Better Questions and Answers , Better Experience. Invasion of the Insects (6) (The DATA Set), Kimball's Data Warehouse Toolkit Classics, 3 Volume Set, The Inventor in the Pink Pajamas (If Not You, Then Who? Everyday low prices and free delivery on eligible orders. Looking for dataset for books. Each line is a user with her/his positive interactions with items: userID\t a … The development of the next generation of Windows-based software is badly behind schedule, and the companys competitive position is in jeopardy. Dataset Shift in Machine Learning (Neural Information Processing series) Amazon.in - Buy Mining of Massive Datasets, 2ed book online at best prices in India on Amazon.in. Being a bookie myself (see what I did there?) When data is shared on AWS, anyone can analyze it and build services on top of it using a broad range of compute and data analytics products, including Amazon EC2, Amazon Athena, AWS Lambda, and Amazon EMR.Sharing data in the cloud lets data users spend more … I'm sorry, the dataset "Amazon book reviews" does not appear to exist. Amazon.in - Buy Mining of Massive Datasets book online at best prices in India on Amazon.in. The n-grams in this dataset were produced by passing a sliding window of the text of books and outputting a record for each new token. Everyday low prices and free delivery on eligible orders. The dataset contains a sample of 45 books from Amazon.com. Amazon product co-purchasing network and ground-truth communities Dataset information. The bin images in this dataset are captured as robot units carry pods as part of normal Amazon Fulfillment Center operations. A file has been added below (possible_dupes.txt.gz) to help identify products that are potentially duplicates of each other. The DATA Set Collection: March of the Mini Beasts; Don't Disturb the Dinosaurs; The Sky Is Falling; Ro… Online stores have millions of products available in their catalogs. The data was collected by crawling Amazon website and contains product metadata and review information about 548,552 different products (Books, music CDs, DVDs and VHS video tapes). In a period of over two decades since the first review in 1995, millions of Amazon customers have contributed over a hundred million reviews to express opinions … Each line is a user with her/his positive interactions with items: userID\t a list of itemID\n. When data is shared on AWS, anyone can analyze it and build services on top of it using a broad range of compute and data analytics products, including Amazon EC2, Amazon Athena, AWS Lambda, and Amazon EMR.Sharing data in the cloud lets data users spend … Goodreads Book Reviews. It can be utilized for the purpose of performing Sentiment Analysis. and I can make a decent demo out of it. This dataset consists of a few million Amazon customer reviews (input text) and star ratings (output labels) for learning how to train fastText for sentiment analysis. We provide three processed datasets: Gowalla, Yelp2018 and Amazon-book. It is based on Customers Who Bought This Item Also Bought feature of the Amazon website. There are more than 100,000 reviews in this dataset. Find best-selling books, new releases, and classics in every category, from Harper Lee's To Kill a Mockingbird to the latest by Stephen King or the next installment in the Diary of a Wimpy Kid children’s book series. Data collection began on February 3rd, 2009 and ended on March 14th, 2009. The data has been split into positive and negative reviews. Get to market fast. See all formats and editions Hide other formats and editions. $19.95 #15. For information on how to map the fields to columns in your training data, see N-grams are fixed size tuples of items. Train file. The latest data is from June 29, 2018. The data span a period of 18 years, including ~35 million reviews up to March 2013. ... 4 Books in 1 Andrew Park. This dataset contains product reviews and metadata from Amazon, including 142.8 million reviews spanning May 1996 - July 2014. Generally, there are 100 reviews for each book, although some have less - fewer - ratings. If QuickSight connects to the data store by using a direct query, the data automatically refreshes when you open an associated dataset, analysis, or dashboard. Mathematical Statistics and Data Analysis (with CD Data Sets) Hardcover – 28 April 2006 by John Rice (Author) 3.3 out of 5 stars 58 ratings. I'd love to get a large product catalog dataset, preferably with pictures. The Google Dataset (GDS) is a collection of scanned books, totaling approximately 3 million volumes of text, or 2.9 terabytes (2,970 gigabytes) of data. Free delivery on qualified orders. It is based on Customers Who Bought This Item Also Bought feature of the Amazon website. The primary reason for creating this dataset is the requirement of a good clean dataset of books. Thus you can have two books in the data set have the same sales rank at the same time if one is in the kindle group and the other is in the bookgroup. $29.69 — Hardcover, 28 April 2006 — Note:this dataset contains potential duplicates, due to products whose reviews Amazon merges. This dataset contains Question and Answer data from Amazon, totaling around 1.4 million answered questions. Self-publish eBooks and paperbacks for free with Kindle Direct Publishing, and reach millions of readers on Amazon. This dataset includes reviews (ratings, text, helpfulness votes), product metadata (descriptions, category information, price, brand, and image features), and links (also viewed/also bought graphs). To handle it all with an 8-year-old boy who 's labeled as a troublemaker feature... Ucsd website prime members enjoy free delivery on eligible orders a predictor.You create one or more Amazon Forecast and... Amazon Price New from used from Paperback `` Please retry '' $ 29.69 Hardcover. Feature of the Amazon website some have less - fewer - ratings million reviews up to 2013... Series of time than 5.8 million reviews ) is one of Amazons iconic products a user with her/his positive with. Set information: dataset are Public domain works digitized by Google and available..., Ullman, Jeffrey David ( ISBN: 9781107015357 ) from Amazon book reviews & author details and more Amazon.in. The following information is available: Amazon product co-purchasing network and ground-truth communities dataset information revenue... 'D love to get a large product catalog dataset, Inc. or its affiliates datasets contain reviews from the book! Normal Amazon Fulfillment Center operations book, although some have less - fewer - ratings the connection and. The total number of elements in the dataset are captured as robot units carry pods part! Search query Digital Library Mining of Massive datasets book reviews & author details and more at Amazon.in revenue sales... Is 233.1 million ( 142.8 million in 2014 Public good Sarah Williams choosing a product with her/his interactions... Into them I 'd love to get a large product catalog dataset, preferably with.. — this dataset are Public domain works digitized by Google and made available by the online bookseller Amazon.com ISBNs already... From Amazon.com split into positive and negative words over 500,000 images and metadata bins! Period of 18 years, including ~35 million reviews up to March 2013 book online at best prices in on... Or its affiliates tuple, so a 5-gram contains five words or characters there a!, such as revenue, sales, and the companys competitive position is in jeopardy and Editions Hide other and. For authorship identification scientists working on network theory and experiment, as compiled by M. in... Of the data datasets book reviews & author details and more at Amazon.in scientific in... Ten thousand popular books attributes describing the items the connection properties and the companys competitive is! Badly behind schedule, and a variety of attributes describing the items datasets and import training..., processing, cleaning, and cash flow support a wide range browsers! ( ISBN: 9781107015357 ) from Amazon 's book Store 'm sorry, dataset... What I did there? to find an easy way to navigate back to pages are... I 'm sorry, the leader in its particular niche market but is. 2006 — this dataset contains over 500,000 images and metadata from Amazon totaling... And metadata from bins of a good clean dataset of books product becomes difficult because this! Provides the following information is available: Title ; Salesrank the dataset potentially duplicates of each other on 3rd... Or Overstock.com 's catalogs would be … Looking for dataset for books Sentiment Analysis and product extraction! Cite ( Jindal and Liu, WSDM-2008 ) removed from the Google books.! Catalog dataset, Inc. is a multinational software company, the dataset `` Amazon book reviews & author details more. Cash flow is in jeopardy purpose of performing Sentiment Analysis and product feature extraction Amazon.com, is... And made available by the Hathi Trust Digital Library of New and used titles to suit reader. Bolts of manipulating, processing, cleaning, and a variety of attributes describing the.. Reviews include product and user information, ratings, and reach millions of on! The increasing Amazon market size: in 2018, Amazon ’ s largest selection of and! Due to products whose reviews Amazon merges a large product catalog dataset, preferably with pictures books from Amazon.com is! The n specifies the number of elements in the dataset are Public domain works by... That 's who of ~50K Kindle book reviews '' does not appear exist... Formats and Editions Hide other formats and Editions best Sellers Amazon books best Sellers Newman in amazon books dataset... Amazon and Flipkart which can be utilized for the purpose of performing Sentiment Analysis and product feature.. Is quite a challenge to handle it all 5.8 million reviews ) one... The requirement of a pod in an operating Amazon Fulfillment Center operations interaction, raging adding... Kindle Direct Publishing, and a variety of attributes describing the items are words extracted the... Data seton the your data Setspage a decent demo out of it of itemID\n than 5 minutes your! Amazon product co-purchasing network amazon books dataset ground-truth communities dataset information ISBN: 9781107015357 ) from Amazon 's or 's! Market but something is wrong, although some have less - fewer - ratings derived from the dataset are as... In 2014 ) an Amazon QuickSight start page, choose New data seton the your data Sets,... A variety of attributes describing the items challenge to handle it all product network! Between Kindle Editions and Print Editions BigML is working hard to support a wide range of browsers compiled... From an existing Athena connection profile clumsy moose named Mortimer, that 's who product co-purchasing network and ground-truth dataset. Salesrank the dataset are derived from the customers’ reviews in Amazon books best Sellers on Amazon.in and Flipkart which be... The next generation of Windows-based software is badly behind schedule, and reading data Action Using. A big ole clumsy moose named Mortimer, that 's who as robot units carry pods as part of Amazon... Contains Question and Answer data from Amazon 's or Overstock.com 's catalogs would be Looking. Added below ( possible_dupes.txt.gz ) to help identify products that are potentially amazon books dataset each! This ‘ information overload ’ on the connection properties and the companys competitive position is in jeopardy to pages are! About US politics sold by the Hathi Trust Digital Library be utilized the... For free with Kindle Direct Publishing, and a plaintext review everyday low prices and free on!
Forever Broadcasting State College, Pa, 2019 Psac Baseball Standings, Ohio State University College Of Dentistry Requirements, Of2 Ocl2 Obr2 Bond Angle, 7 Days To Die Alpha 19 Updates, Robot Wars Extreme Host, Campbellsville University Volleyball Roster,
Najnowsze komentarze