BIG LIST OF WEBSITES

List of Top Websites on Database

Top 250 Websites on DATABASE

Download The Top 250 Websites in Excel
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TryIMDbProFree
IMDb is the world''s most popular and authoritative source for movie, TV and celebrity content. Find ratings and reviews for the newest movie and TV shows.
directors, hollywood, stars, quotes, actresses, actors, films, movie, database, movies
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LoL Stats, Record Replay, Database, Guide - OP.GG
Real-time LoL Stats! Check your Summoner, Live Spectate and using powerful global League of Legends Statistics!
champion, guide, chart, leaderboards, counter, lolking, spectate, build, game, legends, stats, league, statistics
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Oracle | Integrated Cloud Applications and Platform Services
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Discogs - Music Database and Marketplace
Discover music on Discogs, the largest online music database. Buy and sell music with collectors in the Marketplace.
music, rare, records, vinyl, albums, cheap, find, print, singles, record, database, discography, single, hard
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MyAnimeList.net - Anime and Manga Database and Community
Welcome to MyAnimeList, the world's most active online anime and manga community and database. Join the online community, create your anime and manga list, read reviews, explore the forums, follow news, and so much more!
anime, manga, myanimelist, news
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IndiaMART - Indian Manufacturers Suppliers Exporters Directory,India Exporter Manufacturer
IndiaMART.com is India''s largest online marketplace that assists manufacturers, suppliers & exporters to trade with each other at a common, reliable & transparent platform. Largest free online business directory & yellow page with listing of 1, 945, 000 Indian & International companies. Find here quality products, trade leads, manufacturers, suppliers, exporters & international buyers.
directory, business, india, indian, companies, listings, free, exporters, manufacturers, marketplace, importers, commerce, online, electronic, trade, service, market, pages, yellow, providers, suppliers, indiamart, database, website, exporter, export, importer, import
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World of Warcraft: Battle for Azeroth News
The largest World of Warcraft (WoW) information site, featuring guides, news, and information on classes, professions, azerite, raids, transmog, and more.
calculators, database, tools, guides, profiles, news, warcraft, battle, azeroth, world
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Free vector icons - SVG, PSD, PNG, EPS & Icon Font - Thousands of free icons
1, 700, 000+ Free vector icons in SVG, PSD, PNG, EPS format or as ICON FONT. Thousands of free icons in the largest database of free vector icons!
icons, vector, free, font, icon
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ok
The Largest Database of Free Porn Movies. Watch Best Sex Videos from Japanese Porn to Teen Sex Movies. Upornia is the Best XXX Tube of all Free Porn sites on the Internet.
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Internet Meme Database | Know Your Meme
Know Your Meme is a website dedicated to documenting Internet phenomena: viral videos, image macros, catchphrases, web celebs and more.
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FIFA 19 Prices, Squad Builder, Draft and Players Database | FUTBIN
Check FUT 19 player prices, Build squads, play on our Draft Simulator, explore the database, open Packs and much more!
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Business Intelligence and Analytics Software
Tableau can help anyone see and understand their data. Connect to almost any database, drag and drop to create visualizations, and share with a click.
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Airtable
Airtable works like a spreadsheet but gives you the power of a database to organize anything. Sign up for free.
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B2B Contact Database | Company Information Database | ZoomInfo
ZoomInfo is the leading B2B contact database provider. Backed by a comprehensive company information database, we have the B2B data to meet your business needs.
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Box Office Mojo
Movie Web site with the most comprehensive box office database on the Internet.
movie, office, time, report, result, tickets, film, showtimes, weekend, daily
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Security Solutions: Endpoint, Cloud Security, Network, Antivirus, Malware | McAfee
McAfee has comprehensive cyber security solutions. Secure your computers, endpoints, network and cloud from viruses, malware and other security threats.
security, compliance, risk, saas, cloud, encryption, network, antispyware, software, antivirus, virus, malware, internet, database
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MYmovies.it - Il cinema dalla parte del pubblico
Database di tutti i film dal 1895 ad oggi, recensioni, critica, cast completo, produzione, durata. Dizionario dei termini cinematografici, programmazione dei film al cinema e tv.
programmazione, cinema, sale, film, database, recensione
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Organize, Discuss, Discover Asian Dramas & Movies - MyDramaList
Korean Dramas, Korean Movies, Korean TV Show, Korean Variety Shows, Japanese Dramas, Japanese Movies Database, Organize, Discuss, Discover Asian Dramas & Movies
2,225
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DZone
Programming, Web Development, and DevOps news, tutorials and tools for beginners to experts. Hundreds of free publications, over 1M members, totally free.
mobile, database, data, cloud, development, software, devops, java, agile, programming
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Customer Data Management Cloud and Database Software | SAP
Build transparent and customized customer relationships with SAP Customer Data Cloud, customer management and database software, formerly Gigya solutions. Read more
software, data, database, customer, management, gigya, hybris, client
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Torrent Downloads - download free torrents!
Torrent Downloads, Search and Download free Movies, TV shows, Music, PC/PS2/PSP/Wii/Xbox Games torrents from our Bittorrent database.
torrents, torrent, download, music, ebook, movies, anime, search, bittorrent, free, downloads, games
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MarineTraffic: Global Ship Tracking Intelligence | AIS Marine Traffic
MarineTraffic Live Ships Map. Discover information and vessel positions for vessels around the world. Search the MarineTraffic ships database of more than 550000 active and decommissioned vessels. Search for popular ships globally. Find locations of ports and ships using the near Real Time ships map. View vessel details and ship photos.
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World map
Find statistics, consumer survey results and industry studies from over 22, 500 sources on over 60, 000 topics on the internet's leading statistics database
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Subf2m - Subtitle Database
Subtitles for TV-Series, Movies, and Music videos, phrase by phrase curated and perfected by users.
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India Rail Info: A Busy Junction for Travellers and Rail Enthusiasts
India Rail Info is a Busy Junction for Travellers & Rail Enthusiasts. It also hosts a Centralized Database of Indian Railways Trains & Stations, and provides crowd-sourced IRCTC Train Enquiry Services.
indian, status, railways, rail, seats, accommodation, schedules, running, seat, booking, departure, availability, fares, arrival, timetable, book, train, schedule, ticket, time, table, fare, irctc, reservation, railway, india, tickets, indianrail, tourist, tourism, travel, lookup
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The most popular database for modern apps | MongoDB
We''re the creators of MongoDB, the most popular database for modern apps, and MongoDB Atlas, the global cloud database on AWS, Azure, and GCP. Easily organize, use, and enrich data — in real time, anywhere.
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Scopus preview - Scopus - Welcome to Scopus
Elsevier’s Scopus, the largest abstract and citation database of peer-reviewed literature. Search and access research from the science, technology, medicine, social sciences and arts and humanities fields.
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WorldCat.org: The World''s Largest Library Catalog
Find what you want in a library near you with WorldCat, a global catalog of library collections.
genealogy, history, author, article, database, score, title, digital, desk, librarian, reference, document, photo, catalog, local, area, collection, libraries, search, library, oclc, video, audio, music, research, book, find
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FIFA 19 Ultimate Team Database, Prices & Squad Builder | Futhead
Join the biggest FIFA Ultimate Team Community on the internet - Create Squads, Check Prices, Search the Database, and find FIFA 19 - 10 stats.
4,338
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HearthPwn - Hearthstone Database, Deck Builder, News, and more!
Hearthstone Database, Deck Builder, News, and more!
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Porn Videos @ Fuq.com
Fuq.com is a tube porn site with millions of free porn videos and hundreds of porn categories. Our database has everything you'll ever need, so enter & enjoy ;)
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Freesound - Freesound
Freesound: collaborative database of creative-commons licensed sound for musicians and sound lovers. Have you freed your sound today?
sound, free
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Online Form Builder with Cloud Storage Database | Wufoo
Wufoo's HTML form builder helps you create online web forms. Use our web form creator to power your contact forms, online surveys, and event registrations. Sign up free!
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The Movie Database (TMDb)
The Movie Database (TMDb) is a popular, user editable database for movies and TV shows.
synopsis, ratings, trailers, teasers, cast, credits, user, photos, shows, reviews, actresses, actors, movies
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TubeGalore – Free Porn Tubes
A huge database of free porn tubes, 10, 000s of porn vids sorted by category. This is the only porn resource you'll ever need. TubeGalore, it's a vortex!
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NameMC: Minecraft Names & Skins
Check the availability of Minecraft names, look up the name history of Minecraft accounts, view Minecraft skins in 3D, convert UUIDs, and much more! Check out our list of the latest popular Minecraft skins! Download the skin that suits you best!
username, availability, lookup, tool, uuid, database, skins, user, history, checker, search, minecraft
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Drugs.com | Prescription Drug Information, Interactions & Side Effects
Prescription drug information and news for professionals and consumers. Search our drug database for comprehensive prescription and patient information on 24, 000 drugs online.
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Giant Bomb - Video game reviews, videos, forums and wiki.
The largest video game database online, Giant Bomb features Game Reviews, News, Videos, and Forums for the latest in PS4, Xbox One, PS3, Xbox 360, Wii, PSP, DS, 3DS, NGP, and more!
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123Mkv - Free HD Full Movies Download
123Mkv is the largest Full Movies Database site for Hollywood and Bollywood Hindi Movies lover to download full movies free and easly with high speed.
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WHOIS Search, Domain Name, Website, and IP Tools - Who.is
Find information on any domain name or website. Large database of whois information, DNS, domain names, name servers, IPs, and tools for searching and monitoring domain names.
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hukumonline.com
Situs terpercaya untuk berita, informasi dan database hukum di Indonesia.
peraturan, hukum, perdata, pidana, pengadilan, pasal, notaris, pengacara, putusan, advokat, pemerintah, klinik, online, menteri, hukumonline, permen
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Global B2B Online Directory - Search for company information - Kompass
Kompass business directory: a structured and qualified database of {0} companies in France.A unique tool to find new clients !
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iafd.com - internet adult film database
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subdivx
subdivx.com - La comunidad número uno de subtítulos en español.
divx, series, subtitulos, actresses, actors, database, movie, directors, hollywood, quotes, subtitles, films, stars, spanish, video, pelicula, subtitulo, xvid, movies, descargar, subdivx, cine
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Pokémon Database -- the fastest way to get your Pokémon information
The Pokémon Database is your source for information and multimedia for the Pokémon games.
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Hot Nigerian Jobs - in Nigeria - Job Vacancies in Nigeria
HotnigerianJobs.com is online daily publisher of latest jobs in nigeria, vacancies in Nigeria, Career Opportunities for Nigerians, and other useful career information to average Nigerian or Expatraite job seeker. Hotnigerianjobs.com publishes Nigeria Jobs in Oil & Gas, Banking & Finance, Telecom & ICT, Engineering, Agriculture, Manufacturing, Hospitality, Public Sector, Real Estate, Entrepreneurship, etc
jobs, nigeria, nigerian, vacancies, graduate, email, career, careers, lagos, latest, siwes, online, industrial, computer, attachment, internet, banks, abuja, portharcourt, seeking, agencies, submit, engineering, recruitment, nysc, database, finance, account, bank, africa, service, nigerianhotjobs, employment, publish, trainee, fresh, globacom, training, etisalat, zain
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PostgreSQL: The world''s most advanced open source database
The official site for PostgreSQL, the world''s most advanced open source database
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Firmware File - Database of Android Flash File
Firmware File is one of the best website which provide 100% free android stock firmware (flash file) for various brands.
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www.moxing.cloud - Database Error
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Home · SteamDB · Steam Database
This tool was made to give better insight into the applications that Steam has in its absolutely huge database.
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FileInfo - The File Extensions Database
FileInfo is the central file extensions registry and contains a database of over 10, 000 file types.
file, files, information, programs, software, extensions, types, associations
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The World''s Leading DJ Tracklist / Playlist Database ⋅ The Meaning Behind The Music
The world''s leading DJ tracklist database ♫ best free mixes, club + festival livesets with playlist ♫ hot EDM songs, fresh charts, news & more
8,344
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Knaben Database
Knaben Database. Powerful Proxy, Crawler, Database all in one. Live proxy and back-end logger.
uploading, service, upload, anime, free, crawler, database, download, proxy
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Song Lyrics | MetroLyrics
MetroLyrics is a searchable lyrics database featuring 1, 000, 000+ song lyrics from 20, 000 artists. Use MetroLyrics to find your favorite song lyrics.
lyrics, words, song, azlyrics, search, database, lyric, songtext, songs
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Veracross
A school information system based on a single, fully integrated database, providing a platform for the future, all delivered with exceptional service.
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Programming Tutorials and Source Code Examples
Programming Tutorials and Source Code Examples
code, examples, source, tutorials, programming
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MTG Salvation - Magic the Gathering News, Spoilers, Trades, Forums, and Card Database
The website for MTG Salvation including News, Spoilers, Card Database, Card Trades, and Forums.
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2KMTCentral | NBA 2K19 MyTEAM Database
NBA 2K19 MyTEAM player ratings database and online community - 2KMTCentral
myteam, 2k16, 2kmtcentral, nba2k16, 2k17, 2k19, nba2k18, 2k18, nba2k17, nba2k19
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Online Coupons | Retail Discounts | Shopping Answers – Knoji
Knoji is the Wikipedia of shopping. Search our real-time database of over 10 million promo codes, coupons, and discount codes. See which retailers offer free shipping, price matching, coupon stacking, military discounts, senior discounts, student discounts, and birthday discounts. Discuss your shopping questions in our forums for top stores like Macy''s, Kohl''s, Target, Wayfair, Hotwire, Grubhub, Burrow, Zenni Optical, and more.
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Watch Anime Online | AniWatcher Streaming Anime Episodes
Watch anime online your favorite anime series stream for free with the large database of Streaming Anime Episodes
anime, watch, episodes, streaming, online
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Home - ClinicalTrials.gov
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Mature.nl - the largest mature porn database on the net
Thousands of mature porn movies and models, updated every day!
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Quest Diagnostics : Home
Quest Diagnostics empowers people to take action to improve health outcomes. Derived from the world''s largest database of clinical lab results, our diagnostic insights reveal new avenues to identify and treat disease, inspire healthy behaviors and improve health care management. Quest annually serves one in three adult Americans and half the physicians and hospitals in the United States, and our 45, 000 employees understand that, in the right hands and with the right context, our diagnostic insights can inspire actions that transform lives.
diagnostic, quest, improve, insights, health, inspire, physicians, half, hospitals, adult, serves, americans, context, actions, transform, lives, hands, annually, states, employees, understand, united, disease, derived, largest, database, outcomes, action, diagnostics, empowers, people, clinical, treat, healthy, behaviors, care, identify, avenues, results, reveal
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Elite Prospects - Hockey Players, Stats and Transactions
Ice Hockey Player Database and Transaction Portal
stats, transactions, awards, entry, draft, transfers, prospects, rosters, echl, hockeyallsvenskan, hockey
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KeePass Password Safe
KeePass is an open source password manager. Passwords can be stored in highly-encrypted databases, which can be unlocked with one master password or key file.
code, source, free, encryption, master, open, security, safe, password, manager, database, secure, keepass
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NADRA Pakistan – National Database & Registration Authority Official Website
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Reset Your Device - BEST [TUTORIALS] Database - HardReset.info
Are you looking for a FACTORY RESET solution ? HARDRESET.info is bigest TUTORIAL database. We have more then 20 000 solutions for every device brands.
reset, bootloader, mode, boot, fast, fastboot, protection, android, solution, unlock, video, recovery, tutorial, reseting, download, screen, lock, erase, wipe, hard, factory, bypass, pattern, code, pass, password, remove, hardreset
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Escort Directory USA - Escort Classifieds - TopEscortBabes
USA escort directory with 1352 profiles, 349 agencies, 7813 photos and 99 videos.The biggest escort database in the world. Verified (photo guarantee) profiles. Free advertising. Free listing.
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Abbreviations and acronyms dictionary
Acronym Finder is the largest and most trusted database of over 4 million acronyms and abbreviations. What does an abbreviation stands for? The answer is here
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UnKnoWnCheaTs - Multiplayer Game Hacks and Cheats
UnKnoWnCheaTs - Multiplayer Game Hacks and Cheats, leading the game hacking scene since 2000. We offer a huge amount of information and content for multiplayer game hacks and cheats through our game hacking forum, game hack download database and our game hacking wiki and tutorials sections. We supply everything for game hacking and are the one stop source for all game hacking, be it for game hack source codes, anti cheat bypasses, game hack tools, game hack programming or free undetected game hack files. We have it all!
game, cheat, hack, tutorial, tool, download, bypass, coding, injector, undetected, cheats, free, hacks, wiki, hacking, cheating, direct3d, anti, survival, rules, chams, aimbot, hacker, wallhack, source, code
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Grim Dawn Tools
Grim Dawn tools
masteries, skills, devotion, items, monsters, equipment, builds, tools, dawn, database, calculator, planner, grim
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HentaiFox - Free Hentai Manga, Doujinshi and Anime Porn Database
HentaiFox is the ultimate source for all your hentai needs. Enjoy free hentai manga, adult doujinshi and xxx anime porn. Our database grows daily.
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Brickset home page | Brickset: LEGO set guide and database
LEGO set database: Brickset home page
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Whois Lookup & IP | Whois.net
Whois.net, Your Trusted Source for Secure Domain Name Searches, Registration & Availability. Use Our Free Whois Lookup Database to Search for & Reserve your Domain Today at Whois.net!
domain, whois, owns, names, search, lookup, availability, registration, database
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Nude video celebs
Database of streaming videos with nude celebs
nude, video, celebs, scene, celebrity, database, streaming, actresses, online, shows, naked
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XXX Videos, Free Sex Movies & Hot Porn - Swipe.xxx
Swipe your way to our unlimited free database of hot hardcore xxx videos. We are mobile friendly so you can bring us anywhere you go! We update daily with new free xxx videos with all kinds of sexual pleasures exposed in fantastic sex movies, HD amateur tapes and professional xxx porn videos.
free, videos
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Make an app for any task | FileMaker — An Apple Subsidiary
Discover how you can use the FileMaker Platform to create custom apps that work just right for your business.
apple, database, platform, make, filemaker
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China Suppliers?! Looking for buyers?! The biggest sourcing database: WorldSources.com, WorldOffices.com, ERP system, ERP, MRP, CRM, BOM, iTRADER, China Suppliers Directory, Global Buyers Platform, supplier, buyer, sourcing, trade, trading, manufacturer, product, producer, e-commerce
Worldsources, Worldsources.com, WorldOffices.com, iTrader ERP system, China Suppliers Directory, Global Buyers Platform, China Supplier, products, buying, selling, China buyer, China manufacturer, producer, producers, supplier, suppliers, buyer, buyers, importer, exporter, trade, trading, sourcing, import, export, b2b, e-commerce, toy, gift, electronic, garment, fashion, textile
products, china, fashion, garment, equipment, materials, worldsources, home, optical, trade, tools, hardware, chemicals, accessories, parts, buyer, textile, buyers, suppliers, supplier, health, toys, hobbies, beauty, games, cosmetics, jewellery, household, yarn, beverage, leather, premiums, apparel, furnishing, furniture, shoes, services, seasoning, crafts, gifts
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The Movie Database (TMDb)
The Movie Database (TMDb) is a popular, user editable database for movies and TV shows.
synopsis, ratings, trailers, teasers, cast, credits, user, photos, shows, reviews, actresses, actors, movies
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R-bloggers | R news and tutorials contributed by (750) R bloggers
Abstract: We use the RMariaDB and dbplyr packages to analyze the results database of the World Cubing Association. In particular we are interested in finding unofficial world records of fastest 3x3x3 solves, countries with large proportion of female cubers as well as acceptable solving times before entering a WCA competition. This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License. The markdown+Rknitr source code of this blog is available under a GNU General Public License (GPL v3) license from github. Motivation An item on my bucket list of irrelevant-things-to-excel-in-during-parental-leave™ is to solve the Rubik's cube again. In 2013 I learned the beginner's method for solving the cube by reading Dan Harris' Speedsolving the Cube book. However, any attempts to improve times by learning CFOP failed miserably in 2013 due to lack of time. So in this 2019 attempt I just try to revoke my beginner's method and improve it slightly by 4LL. Nevertheless, my solves fluctuate at 120-180s. This has made me worry about the shame-factor of pulling through the next item on the bucket list: competing in a World Cubing Association (WCA) 3x3x3 competition. The motivating question of this post is therefore: how large a skill outlier would one be at such a competition with, say, an 180s average? Mining the World Cubing Association Database Luckily, the WCA provides the results of all cubers and competitions in a downloadable SQL database (400 MB mySQL/MariaDB SQL text file). The downloadable version of 19 Apr 2019 contains tables with information on all 124, 997 players, 6, 014 competitions as well as the 2, 130, 374 results obtained by players in competitions starting with the Rubik's Cube World Championship in 1982. Not big data, but big enough and structured in a way that justifies using a SQL database backend for the analysis instead of just a flat data.frame in R. With a little bit of effort, one installs a MariaDB together with the MariaDB Connector/C and imports the WCA data into the database. Subsequently, the RMariaDB (Müller et al. 2018) and DBI (R Special Interest Group on Databases (R-SIG-DB), Wickham, and Müller 2018) R packages allow one to connect directly to the DB. Furthermore, the dbplyr (Wickham and Ruiz 2019) package allows one to write dplyr code, which is then translated into and evaluated as SQL queries behind the scenes. We connect to the database as follows: library(DBI) library(RMariaDB) con % show_query() ## ## SELECT * ## FROM (SELECT `LHS`.`competitionId` AS `competitionId`, `LHS`.`eventId` AS `eventId`, `LHS`.`roundTypeId` AS `roundTypeId`, `LHS`.`pos` AS `pos`, `LHS`.`best` AS `best`, `LHS`.`average` AS `average`, `LHS`.`personName` AS `personName`, `LHS`.`personId` AS `personId`, `LHS`.`personCountryId` AS `personCountryId`, `LHS`.`formatId` AS `formatId`, `LHS`.`value1` AS `value1`, `LHS`.`value2` AS `value2`, `LHS`.`value3` AS `value3`, `LHS`.`value4` AS `value4`, `LHS`.`value5` AS `value5`, `LHS`.`regionalSingleRecord` AS `regionalSingleRecord`, `LHS`.`regionalAverageRecord` AS `regionalAverageRecord`, `LHS`.`subid` AS `subid`, `LHS`.`name` AS `name.x`, `LHS`.`countryId` AS `countryId.x`, `LHS`.`gender` AS `gender`, `RHS`.`name` AS `name.y`, `RHS`.`cityName` AS `cityName`, `RHS`.`countryId` AS `countryId.y`, `RHS`.`information` AS `information`, `RHS`.`year` AS `year`, `RHS`.`month` AS `month`, `RHS`.`day` AS `day`, `RHS`.`endMonth` AS `endMonth`, `RHS`.`endDay` AS `endDay`, `RHS`.`eventSpecs` AS `eventSpecs`, `RHS`.`wcaDelegate` AS `wcaDelegate`, `RHS`.`organiser` AS `organiser`, `RHS`.`venue` AS `venue`, `RHS`.`venueAddress` AS `venueAddress`, `RHS`.`venueDetails` AS `venueDetails`, `RHS`.`external_website` AS `external_website`, `RHS`.`cellName` AS `cellName`, `RHS`.`latitude` AS `latitude`, `RHS`.`longitude` AS `longitude`, `RHS`.`date` AS `date` ## FROM (SELECT `LHS`.`competitionId` AS `competitionId`, `LHS`.`eventId` AS `eventId`, `LHS`.`roundTypeId` AS `roundTypeId`, `LHS`.`pos` AS `pos`, `LHS`.`best` AS `best`, `LHS`.`average` AS `average`, `LHS`.`personName` AS `personName`, `LHS`.`personId` AS `personId`, `LHS`.`personCountryId` AS `personCountryId`, `LHS`.`formatId` AS `formatId`, `LHS`.`value1` AS `value1`, `LHS`.`value2` AS `value2`, `LHS`.`value3` AS `value3`, `LHS`.`value4` AS `value4`, `LHS`.`value5` AS `value5`, `LHS`.`regionalSingleRecord` AS `regionalSingleRecord`, `LHS`.`regionalAverageRecord` AS `regionalAverageRecord`, `RHS`.`subid` AS `subid`, `RHS`.`name` AS `name`, `RHS`.`countryId` AS `countryId`, `RHS`.`gender` AS `gender` ## FROM (SELECT * ## FROM `Results` ## WHERE (`eventId` = '333')) `LHS` ## INNER JOIN `Persons` AS `RHS` ## ON (`LHS`.`personId` = `RHS`.`id`) ## ) `LHS` ## INNER JOIN `Competitions2` AS `RHS` ## ON (`LHS`.`competitionId` = `RHS`.`id`) ## ) `dbplyr_001` ## WHERE ((`gender` = 'f') AND (`best` > 0.0)) Analysing the data We are now all ready to perform some descriptive analyses of the data. The top-5 females according to their time for 3x3x3 single solve is obtained by: fwr_single %>% group_by(personId) %>% top_n(-1, best) %>% ungroup %>% arrange(best) %>% select(competitionId, personName, personCountryId, best, date) %>% top_n(-5, best) ## # Source: lazy query [?? x 5] ## # Database: mysql 10.3.14-MariaDB-log [[email protected]:/wca] ## # Ordered by: best ## competitionId personName personCountryId best date ## ## 1 SlowNSteadySummer2017 Dana Yi USA 537 2017-07-01 ## 2 BarbyCubeOpen2018 Juliette Sébastien France 581 2018-11-03 ## 3 FruitSalad2018 Katie Hull USA 606 2018-03-03 ## 4 CubeduKorea2018 Yu Da-Hyun (유다현) Korea 629 2018-01-26 ## 5 NewYorkCitySpring2018 Kymberlyn Calderon USA 641 2018-04-21 Note that the solve times are given in centiseconds (i.e. 1/100'th of a second). The above result can be compare with the corresponding information at . As professional data scientist one knows how important it is to understand the data generating process and to know your data. So this is how the 5.37s solve by Dana Yi in 2017 looks like: The evolution of the 3x3x3 single solve WR So at this point we force an execution of the allResults query and cache the result as an object in R. This feels slightly disappointing, because the hope was to leave the data in the database management system (DBMS) as long as possible, but it felt like the most efficient way to compute sequential ranks - however, it might have been possible to perform the sequential rank directly using SQL statements, although I did not succeed to find the correct approach within the available time.1 Instead, the results are sorted according to their date in R and subsequently each result is checked to see if it's sequential rank is 1, i.e. whether the time is lower than all previous results. For this purpose a fast Rcpp function sequential_is_rank1 function is provided, which computes the sequential rank of a vector of values (see github code for details). Note: If we had not pulled the data into R at this point, such a computation within R would not have been possible. The evolution of the world record for males and females over time is then easily plotted. Note: As mentioned WCA doesn't officially distinguish between male and female results. Is such a plot useful? Not really IMHO, but I had seen a similar plot at the WCA webpage, so it's nice to be able to create it in R. Countries with highest proportion of female cubers Since the overall fraction of female cubers is around 10%, we determine the top-5 countries (with at least 50 cubers), having the highest proportion of female cubers in the Persons database: countryId n_total n_male n_female frac_female (in %) Algeria 157 103 54 34.4 Mongolia 373 278 95 25.5 Morocco 67 53 14 20.9 Pakistan 54 42 12 22.2 Tunisia 211 171 40 19.0 I find this list quite surprising and also encouraging! Skill level before entering a WCA competition Getting back to the motivating question of this post, we derive for each result how experienced the cuber was at the time of obtaining the result. We shall measure experience terms of years since the cuber's first WCA competition. Special interest will then be in results of cubers in their very first WCA competition - see the github code for details. We then use this information to create a scatter plot with result average (in seconds) and corresponding experience of the cuber (in years). For better visualization we plot the marginal 5%, 10%, 50%, 90%, 95% quantiles as smooth function of experience - this is done with with ggplot2's geom_quantile function together with the argument method="rqss", which then uses the rqss function of the quantreg package (Koenker 2018) to compute smooth quantile curves: We notice that the quantile curves stay more or less parallel, which is indicative of a stable variance and skewness of the results over the range of experiences. Focusing only on the round-1 results of those participating for the first time in the period from 2018-04-19 to 2019-04-19 we see that the quantiles for the average is (in seconds) are: ## 5% 10% 50% 90% 95% 99% 99.9% ## 16 19 36 77 93 136 208 This shows that with a 180s average one is located at the 99.7% quantile of all cubers entering a WCA competition. In other words: if the comfort zone is defined as being within the 95% envelope, then a ~90s average is needed before entering a WCA competition. To further investigate, how cubers of that skill level evolve in time, we study the solving skills of cubers entering their first WCA competition with a solve time between 180s and 240s. In order to reduce the potential effect of secular trends due to, e.g., better cubes, we consider the skill evolution of the cohort of first time cubers from 2015 and onwards. The cohort inclusion criterion provide a total of 174 first time competitors in this skill bracket. Only 27.6% of these cubers decide to participate in further WCA competitions! The further development of the averages of these cubers is best shown in a trajectory plot. Note that the end of the lines does not necessarily mean that they stopped cubing, instead it could be due to right truncation, because only competitions until 2019-04-19 are available. Instead of the trajectories we can also overlay an expectation smoother on top of the data to see how the expected average progresses with time in the cohort. Note, that this portrays the marginal expectation and thus is only based on cubers, who are still cubing at that time. No adjustment for any, potentially informative, drop-out is made. From the figure we notice a rapid improvement the first 6 months after entering the first WCA competition. Hereafter results only improve slowly. Discussion Through analysis of the WCA results database it became clear that participating in a 3x3x3 event with a 180s average is uncool. The data also show that cubers entering the world of WCA competitions with such an average are likely to never participate in another WCA event. In case they do, their times drop to 90-120s averages within 6 months after which they are stuck - no one cracks the 20s barrier. To conclude: It seems wise to practice more, before going to the first WCA competition. 😃 From a data science perspective this post provided insights on using dbplyr as a tidyverse frontend for SQL queries. Being an SQL novice, I learned that generating indexes is a must, if you do not want to wait forever for your INNER JOINs. Furthermore, I ran into some trouble with mutates and filters with the package, because the produced SQL code provide empty results. It remains unclear to me if this was due to differences in SQL DBMSs (e.g. MariaDB being differnet from PostGres), my lack of SQL knowledge or if it's a shortcoming of the dbplyr package. My conclusion is that performing the data wrangling within the DBMS was overkill for the medium sized wca data. For larger or more structured datasets such an approach can, however, be fruitful, because a DBMS's main purpose is to provide efficient solutions for working with your data. Furthermore, I like the idea of having a familiar dplyr frontend and just auto-generate an efficient backend code (here: SQL) to do the actual wrangling. This also provides an opportunity to get an outside-R-implementation, which can be an important aspect in quality assurance of statistical analyses. Acknowledgments The terms of use of the WCA database requests any use of it to be equipped with the following text: This information is based on competition results owned and maintained by the World Cube Association, published at as of April 19, 2019. Besides this formal note, I thank the WCA Results Team for providing the WCA data for download in this comprehensive form! Literature Koenker, Roger. 2018. Quantreg: Quantile Regression. quantreg. Müller, Kirill, Jeroen Ooms, David James, Saikat DebRoy, Hadley Wickham, and Jeffrey Horner. 2018. RMariaDB: Database Interface and 'Mariadb' Driver. RMariaDB. R Special Interest Group on Databases (R-SIG-DB), Hadley Wickham, and Kirill Müller. 2018. DBI: R Database Interface. DBI. Wickham, Hadley, and Edgar Ruiz. 2019. Dbplyr: A 'Dplyr' Back End for Databases. dbplyr. If you know how to do this efficiently in SQL, let me know!↩
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elSubtitle.com | Home of Machine Translated Subtitles & Tools
Database for Thousands of Machine Translated subtitles in more than 90 language. Free/Paid Online Subtitles Translator, Time Fixer/Shifter, and Type Converter tools.
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FCC ID Search
An improved FCC ID search tool. Search complete FCC IDs or check out today''s registrations.
search, fccid, wireless, applicaiton, number
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researchmap
Researchmap is an information sharing platform for the researchers. Researchmap is provided by Ja...
researchers, japanese, database, research, academics, academia, community, science, researcher, researchmap
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MariaDB | Open Source Database (RDBMS) for the Enterprise
MariaDB is the leading enterprise open source database with features previously only available in costly proprietary databases. Enterprise grade, wallet friendly.
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DevID.info – free driver search and update utility
You can download drivers for your desktop PC, laptop or other device without a hitch. DevID is your personal database of all possible drivers which ensure stable and trouble-free operation of PC hardware.
drivers, driver, update, download, laptop, find, free, search, utility
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Shemale Model Database
Shemale Model Database|Shemale Star Directory
shemale, porn, tits, boobs, beautiful, anal, cunt, pornstar, butt, teens, breast, girls, stars, free, tranny, database, nude, sexy, nudity, adult, babes, chicks
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HanCinema :: The Korean Movie and Drama Database
HanCinema is an independent Korean Movie and Drama Database, discover the South Korean cinema and TV drama diversity, browse through movies, dramas, directors, actors and actresses, film companies, updated news, find korean film and drama related info and links
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Online database software made easy
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SkyscraperPage.com
Skyscraper enthusiast website featuring buildings database, discussion forum and skyscraper diagrams.
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Asset 1
RepairPal is the leading provider of auto repair and maintenance information to consumers. Our RepairPal Certified shop network helps you find a repair shop you can trust, and our RepairPrice Estimator ensures you never pay more than you should. We also offer an extensive database of articles, reports, and references from our in-house repair experts and community of car owners.
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Elite: Dangerous Database - EDDB
A site about systems, bodies, stations, commodities, materials and trade routes in Elite: Dangerous
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