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WhoSampled

WhoSampled is a comprehensive online database and mobile application dedicated to documenting and exploring the use of samples, cover songs, and remixes in music across genres and eras, enabling users to uncover direct connections between tracks and artists.^[1] Launched in 2008 by software developer Nadav Poraz in London, United Kingdom, the platform originated as a passion project to track musical samples and has since evolved into the world's largest and most detailed repository of sample-based music.^[2]^[3]^[4] The site's database, crowdsourced from 40,156 contributors and rigorously moderated for accuracy, as of 2025 encompasses 1,245,035 songs by 386,843 artists, including 621,096 documented samples, 459,501 covers, and 140,207 remixes, spanning the entire history of recorded music from early jazz and funk to contemporary hip-hop and electronic productions.^[5] Users can search by song, artist, or sample to visualize these interconnections, often revealing influences like Kanye West's use of classic soul loops or Daft Punk's appropriations from disco and funk records, which has made WhoSampled a de facto authority referenced in global media, academic research, and music journalism.^[5]^[2]^[6] In addition to its web interface, WhoSampled offers iOS and Android apps released in 2012 and 2014, respectively, which integrate music recognition technology to scan users' libraries and identify samples in real-time, further enhancing discovery.^[3]^[7] The platform emphasizes educational value by providing context on sampling techniques, legal aspects, and cultural impacts, positioning it as an essential tool for producers, fans, and scholars interested in the "DNA" of modern music.^[2]^[8]

Overview

Purpose and Scope

WhoSampled is a user-generated, moderator-reviewed website and mobile application launched in 2008, designed to allow users to discover and explore musical connections including samples, interpolations, cover versions, remixes, and usages in film and television.^[1]^[9]^[10] The platform's scope encompasses a diverse array of genres such as hip-hop, rap and R&B, electronic and dance, rock and pop, soul and funk, jazz and blues, reggae and dub, country and folk, world and Latin, soundtracks, and classical, with a primary focus on direct interconnections between songs and artists across these categories.^[11]^[12] WhoSampled's mission centers on enhancing music discovery by uncovering hidden influences, interpolations, and remixes that link tracks and artists, thereby positioning it as the world's largest and most comprehensive database of sample-based music history.^[9]^[3] Founded in London, England, by Nadav Poraz, the site was created to provide a dedicated platform for tracking and discussing musical samples, remixes, and cover songs in an era when such documentation was fragmented.^[4]^[13]

Database Statistics

As of November 2025, WhoSampled's database encompasses 1,245,035 songs and 386,843 artists, alongside 621,096 documented samples, 459,501 covers, and 140,207 remixes.^[5] This scale underscores the platform's role as a comprehensive repository for musical interconnections, with contributions from over 40,156 users driving ongoing expansion.^[5] The database has exhibited steady growth since its inception, reaching a milestone of over 1 million songs by October 2023, fueled primarily by community submissions that add new entries daily. This trajectory reflects annual increases of tens of thousands of tracks, highlighting the platform's evolution from a niche sampling resource to a vast catalog capturing decades of musical history. Content breakdowns reveal the depth of sampling activity, exemplified by "Amen, Brother" by The Winstons, the most sampled track with usages in 7,099 songs across genres like hip-hop, electronic, and drum and bass.^[14] Such outliers illustrate the platform's emphasis on influential breaks and loops, with many other tracks exceeding 1,000 samples to demonstrate the prevalence of reuse in modern production. While hip-hop dominates the database's sampling connections—accounting for the majority of entries due to the genre's foundational reliance on interpolation and beats—WhoSampled also catalogs non-hip-hop integrations, such as Daft Punk's electronic reworkings of funk classics or crossovers linking Eminem's rap tracks to soul origins.^[15] This distribution emphasizes hip-hop's centrality while extending to broader musical dialogues, ensuring coverage of diverse influences like rock and pop samples in hip-hop contexts.

History

Founding and Early Development

WhoSampled was founded by Nadav Poraz in London, England, in 2008, driven by his passion for sample-based music and frustration with the fragmented nature of online discussions about sampling and cover songs at the time. As a former DJ, music producer, and recent MBA graduate from Imperial College Business School, Poraz identified a gap in available resources for music enthusiasts to systematically explore how tracks interconnected through samples, leading him to develop the platform himself using his background in internet services.^[4]^[3] The site officially launched in October 2008 as a simple web-based database, initially populated through Poraz's personal research and curation of sample connections, with a core emphasis on hip-hop and electronic music genres where sampling was prevalent. Early entries focused on basic listings of tracks and their sampled elements, encouraging initial user inputs from a small community of like-minded fans to expand the content organically. This hands-on approach allowed the platform to establish a foundational structure for music discovery rooted in verified interconnections.^[4]^[2] One of the primary initial challenges was manual curation to maintain accuracy and build credibility in a niche community skeptical of unverified claims about musical influences. Poraz and a nascent team of volunteer moderators, many of whom were producers themselves, reviewed every submission meticulously, cross-checking against audio sources and expert knowledge to prevent errors or unsubstantiated links, which was essential for fostering trust among early users.^[16]

Key Expansions and Milestones

Following the launch of its web platform, WhoSampled expanded its accessibility through mobile applications, beginning with the release of its iOS app on June 19, 2012, which allowed users to explore sample connections directly from their devices.^[17] This app provided a clean interface for scanning music libraries and discovering samples, covers, and remixes on the go. Two years later, on September 23, 2014, the company introduced a free Android app, broadening its reach to Android users and enabling similar on-the-go sample exploration across a wider audience.^[18] In 2015, WhoSampled broadened its scope beyond music by adding support for samples from films and television clips on May 13, 2015, incorporating dialogue and sound effects into its database of over 310,000 tracks at the time.^[19] This expansion allowed users to trace connections between iconic movie and TV references and contemporary music, enriching the platform's exploration of cultural sampling influences. Partnership integrations began gaining momentum in 2016, with a notable collaboration with Spotify announced on February 10, 2016, that integrated WhoSampled's data into the iPhone app for seamless access to sample information from Spotify playlists and libraries.^[20] This partnership enhanced search capabilities by linking WhoSampled's database directly to streaming services, allowing users to discover musical DNA without leaving their preferred music apps. Later that year, on July 5, 2016, WhoSampled launched the "Six Degrees of Music Separation" game, a interactive tool that gamifies connections between artists through samples, covers, remixes, and credits, challenging users to link any two artists in six steps or fewer.^[21] Through the late 2010s and into the 2020s, WhoSampled continued to scale its database with regular updates, incorporating new samples from contemporary releases and maintaining its role as a comprehensive resource for music connections as of 2025.^[22]

Features and Functionality

Core Discovery Tools

WhoSampled's core discovery tools center on a robust search system that enables users to explore musical connections by querying specific songs, artists, or original sample sources. The search bar, prominently located on every page, supports direct input for these elements, returning results that reveal samples, covers, remixes, and interpolations linked to the query.^[1]^[23] For instance, searching for a track like Eminem's "My Name Is" displays its use of a sample from Labi Siffre's "I Got The..." alongside related connections.^[1] Users can refine searches using filters for genre, release year, and connection type, distinguishing between direct samples (exact audio lifts), interpolations (re-recorded elements), covers, and remixes, which helps in navigating the database's over 1 million documented connections.^[10]^[11] The platform enhances exploration through dedicated browse sections that curate content for serendipitous discovery. "Hot Samples" showcases the most viewed samples from the past 24 hours, such as recent hits drawing from classic tracks, providing a real-time pulse on popular connections.^[24] Additional sections like "Latest Additions" and "Browse by Year" or decade allow users to scan tracks and artists chronologically, while genre-based browsing organizes content around categories like hip-hop or electronic, revealing influential sampling patterns over time.^[11] Artist pages serve as hubs for bidirectional discovery, listing "Songs Sampled by [Artist]" (outgoing connections where the artist uses samples) and "Songs that Sampled [Artist]" (incoming connections), exemplified by Kanye West's page detailing over 200 outgoing samples from sources like soul and funk records. Visualization tools aid in verifying and understanding these links, with sample-specific pages featuring embedded audio clip previews that play segments of both the original and derivative tracks side-by-side for auditory confirmation.^[25] The "Six Degrees of Music Separation" interactive game further illustrates broader networks by mapping paths between any two artists or tracks through up to six relational steps—via samples, covers, remixes, or credits—challenging users to find unconnected pairs while highlighting the interconnectedness of music history; for example, linking Daft Punk to The Beatles in four steps.^[21]^[26] These web-based mechanisms form the foundation for music exploration, with adaptations available in the platform's mobile applications.

Mobile Applications and User Interface

WhoSampled launched its iOS mobile application in June 2012, enabling users to scan their personal music libraries on iPhone and iPad devices to uncover samples, covers, and remixes associated with tracks.^[17] The app initially focused on offline library scanning without requiring an internet connection for basic discovery, providing access to the platform's database of music connections.^[27] In September 2014, WhoSampled released its Android application, extending the same library-scanning capabilities to Android users as a free download from the Google Play Store.^[18] The Android version introduced push notifications to alert users about new sample connections related to their followed artists or tracks.^[3] The mobile applications emphasize a clean, intuitive user interface optimized for touch interactions, featuring swipeable timelines that visualize the chronological evolution of samples across tracks and artists. This design allows users to navigate complex music DNA graphs effortlessly on smaller screens. Personalized feeds are generated based on users' listening history and library scans, surfacing relevant recommendations for samples, remixes, and influences tailored to individual tastes. Dark mode support enhances readability in low-light environments, reducing eye strain during extended sessions. Audio playback integration with services like Spotify and Apple Music enables seamless listening to original samples and derivatives directly within the app.^[20]^[28] Since 2018, the apps have included music recognition technology similar to Shazam, allowing users to identify samples, covers, and remixes in music playing around them via an annual in-app subscription.^[29] Accessibility features are incorporated to broaden usability, including high-contrast visuals for better visibility and compatibility with screen readers for audio descriptions of sample breakdowns. These elements ensure the app is approachable for users with visual or auditory impairments, aligning with standard mobile platform guidelines. Core discovery tools from the web version, such as search and connection mapping, are adapted for touch-based navigation in the apps. Ongoing updates have refined the user experience through 2025, with the latest iOS version released on October 3, 2025, incorporating performance improvements and expanded integration options.^[30]^[31]

Content Creation and Community

User Contributions

Users participate in expanding the WhoSampled database by submitting proposals for samples, covers, or remixes via an online form accessed through the "Submit" link at the top of any site page.^[32] The process involves selecting the entry type (e.g., direct sample, interpolation, or cover), identifying the source and derivative tracks, providing timestamps for the specific audio segments in both, and including audio evidence such as embedded YouTube videos or links to demonstrate the connection.^[33] Source citations are required for any additional context, ensuring submissions link verifiable tracks from the site's catalog or external reliable media.^[10] Community guidelines strictly enforce accuracy to maintain the database's reliability, mandating that all submissions feature clearly identifiable and positively verifiable audio matches rather than ambiguous or brief elements like isolated drum hits.^[33] Speculation is prohibited, with users required to confirm that proposed entries do not already exist in the database and represent genuine musical connections supported by audible evidence.^[33] For related facts or stories accompanying submissions, guidelines further demand factual precision backed by reputable references, excluding obvious deductions from existing data.^[34] To incentivize quality contributions, WhoSampled operates a Cred scoring system introduced to reward users for submissions, moderation efforts, and overall site engagement, factoring in both the volume and accuracy of inputs.^[35] This system recognizes top verifiers through accumulated points, fostering a competitive environment among contributors active since the site's early years around 2010.^[33] Contributor status is determined primarily by submission accuracy, highlighting reliable participants.^[36] Over more than a decade, these user inputs from a community exceeding 40,000 contributors have formed the core of WhoSampled's verified catalog, enabling comprehensive coverage of musical interconnections across genres.^[1]

Moderation and Quality Control

WhoSampled employs a dedicated team of 54 volunteer moderators, supplemented by staff oversight, to review user submissions and maintain the database's integrity.^[5] These moderators, often experienced music producers and beat makers, scrutinize entries for audio fidelity by verifying that the identified sample accurately matches the original recording, ensuring contextual relevance within the source track, and confirming originality to prevent duplicates or unsubstantiated claims.^[2]^[5]^[37] The platform features a dispute resolution mechanism through its community forums, where users can challenge rejected or approved entries by providing evidence such as audio clips or references to support their appeals. Moderators and administrators review these disputes, potentially revising entries based on the submitted proof to uphold accuracy.^[38] WhoSampled's policies emphasize respect for copyright by requiring proper crediting of original creators in all entries and distinguishing between true samples—direct audio extractions—and interpolations, which are re-recorded recreations of musical elements. Submissions of interpolations are limited to distinctive, identifiable hooks, melodies, or vocals to avoid misattribution, while the site itself embeds external links to audio and video without hosting copyrighted material.^[10]^[39]^[40] Moderation has evolved from purely manual reviews in the site's early years since its 2008 founding, relying on a core group of about 30 volunteers for quality control, to a more structured system incorporating user feedback and forum-based oversight to handle growing submission volumes efficiently.^[37]^[41]

Partnerships and Integrations

Major Collaborations

One of WhoSampled's pivotal early partnerships was its 2016 integration with Spotify, which enabled users to connect their Spotify accounts directly within the WhoSampled iPhone app for seamless playback of sampled and connected tracks.^[42] This collaboration allowed Spotify Premium subscribers to scan playlists and libraries to uncover samples, covers, and remixes, enhancing music discovery by linking WhoSampled's database to Spotify's streaming ecosystem.^[20] The integration marked a significant step in bridging sample research with real-time listening, supporting WhoSampled's growth among streaming users. In 2017, WhoSampled organized the Samplethon event in collaboration with KPM Music (under Sony/ATV) and Ableton, hosting 20 producers at Point Blank Studios in London to create original tracks using 300 pre-cleared samples from KPM's catalog.^[43] Participants had seven hours to produce beats, with winners selected by a panel including industry figures, promoting ethical sampling practices and documentation of new creations on the WhoSampled platform.^[44] This event series highlighted WhoSampled's role in fostering creative alliances between sample libraries, software providers, and emerging artists, emphasizing pre-clearance to avoid legal hurdles in production. Throughout the 2020s, WhoSampled deepened ties with major labels such as Universal Music Group (UMG), leveraging these partnerships for official sample clearances and content integration, including powering sample discovery features for UMG's uDiscover platform within Spotify.^[45] These collaborations facilitated access to cleared catalog material for producers, streamlining the sampling process for users.^[2] WhoSampled has maintained an ad-supported business model since its inception, bolstered by sponsorships from music industry entities including major record labels, which provide targeted advertising opportunities without external venture funding as of 2025.^[46] This self-sustaining approach, free from investor influence, has allowed the platform to prioritize user-driven content while monetizing through brand campaigns and site-wide promotions from partners like UMG, Sony Music, and Warner Music Group.^[5]

Data Access and API

WhoSampled offers an API that enables developers and third parties to integrate its comprehensive music DNA metadata into other services and applications programmatically. This API supports querying detailed information on samples, artist relationships, and musical connections, allowing for the exploration of how tracks influence one another across genres and eras.^[47] Access to the API is structured with usage tiers to accommodate different needs: a free limited tier for non-commercial projects, such as academic research or personal tools, and premium tiers for commercial applications that require higher volume integration of sample data. Documentation is provided for key endpoints, including those for retrieving sample details and artist graphs, along with guidelines on rate limits to ensure fair usage and attribution requirements that mandate crediting WhoSampled in any derived products or displays.^[47] By 2025, the API has been utilized in various music applications and research tools, such as integrations in label-specific apps like the Blue Note iOS app, which leverages WhoSampled data to enhance catalog discovery, and academic projects analyzing sampling patterns in hip-hop and electronic music. These implementations promote ecosystem interoperability by enabling seamless data sharing between WhoSampled and platforms like streaming services, fostering deeper insights into sampling culture without duplicating end-user search functionalities.^[45]

Cultural Impact

Influence on Music and Sampling Culture

WhoSampled has significantly democratized access to sampling knowledge by maintaining a crowdsourced database that enables producers, musicians, and fans to uncover obscure sources and trace the origins of samples across thousands of tracks. This accessibility has empowered emerging artists to explore historical recordings, such as jazz or funk breaks from the mid-20th century, while providing contextual information on licensing and usage rights to help navigate legal challenges in sample clearance. For instance, the platform's detailed mappings of sample chains allow users to identify potential copyright issues early, fostering a more informed creative process that aligns with evolving industry standards for ethical borrowing.^[2]^[48] The platform has profoundly influenced music genres by enhancing appreciation for hip-hop's foundational techniques and promoting cross-genre innovations through visualized sample lineages. In hip-hop, it highlights roots in earlier styles, such as the widespread use of the Amen Break from The Winstons' 1969 track, which has permeated drum and bass, jungle, and electronic music, illustrating how sampling builds layered homages to Black musical traditions. Cross-genre fusions, like Run-D.M.C.'s 1986 reinterpretation of Aerosmith's "Walk This Way," are documented to show how such borrowings bridge rock and rap audiences, encouraging contemporary artists to experiment with viral sample chains that blend disparate eras and styles.^[2]^[48]^[49] WhoSampled serves as a vital educational resource in academic research on music evolution, supplying datasets that researchers use to model sampling networks and quantify cultural transmission patterns. However, the reliability of its user-generated content has been evaluated in studies, such as a 2023 analysis that examined potential inaccuracies in documented samples for artists including Bruno Mars, Janelle Monáe, and Dua Lipa.^[6] Studies have leveraged its records of over 333,000 samplings from 1980 to 2019 to trace stylistic shifts, revealing how collaborations propagate drum breaks and other elements across global artist communities, unaffected by digital delocalization. Additionally, analyses drawing on its ~700,000-song archive demonstrate sampling's role in reviving original tracks' popularity, with evidence from 884 borrowing instances showing causal boosts in streams and trends for source material. These applications extend to pedagogical tools that integrate the database into lessons on music history.^[50]^[51]^[49]^[52] Within music communities, WhoSampled has cultivated ethical dialogues around sampling by spotlighting the contributions of overlooked artists, particularly those from the 1960s and 1980s whose works form the backbone of modern productions. By revealing hidden credits—such as Gladys Knight's influence on Wu-Tang Clan's tracks—the platform prompts discussions on fair compensation and cultural acknowledgment, countering narratives of exploitation in hip-hop and beyond. Initiatives like the Samplethon event further this by facilitating legal collaborations between producers and rights holders, emphasizing positive frameworks for crediting and reusing legacy material.^[52]^[48]^[2]

Notable Recognitions and Statistics

WhoSampled has garnered recognition in major music award contexts for its role in illuminating sample-based achievements. During the 2025 Grammy Awards, the platform's coverage emphasized wins for records incorporating samples across categories like Hip Hop, R&B, and general fields, leveraging its database to trace connections among nominees and winners.^[53] The site has been prominently featured in media outlets since 2010, highlighting its contributions to music journalism and sample discovery. The Guardian profiled WhoSampled in 2014 as a "rabbit-hole of a digital service" that enables deep exploration of music's sampling DNA.^[3] Rolling Stone has referenced it repeatedly, including in a 2018 piece on pop interpolations that described WhoSampled as housing "the most comprehensive database of sample and interpolation information anywhere," and a 2012 article on iOS music apps that covered its companion app as an extension of the popular website.^[54]^[55] Key statistics underscore WhoSampled's prominence in documenting sampling history. "Amen, Brother" by The Winstons stands as the most sampled track, with over 7,000 documented uses spanning hip-hop, electronic, and other genres.^[14] The platform's annual "Top 10 Biggest Samples" lists, derived from the most viewed entries, spotlight influential samples from chart performers, such as those in the 2024 Hip Hop edition drawn from high-profile releases, thereby shaping production research and cultural discussions around sampling trends.^[56]

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Jul 5, 2018 · The crowd-sourced site WhoSampled likely contains the most comprehensive database of sample and interpolation information anywhere; curious ...
[54]
From Samples to Sonic Stock Markets: New iOS Music App Roundup
Jun 26, 2012 · An extension of popular website WhoSampled.com, which lets listeners discern where song samples have been pilfered from, companion app ...
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Top 10 Biggest Hip Hop Samples of 2024 - WhoSampled
Dec 19, 2024 · We kick off the proceedings today with our Hip Hop round up, which features standout tracks from Kendrick Lamar, Tyler, the Creator and Metro Boomin among ...Missing: distribution | Show results with:distribution