Time taken to generate recommendations for each user:
| user name | total time taken to generate recommendations (min) |
|---|---|
| rob | 0.39m |
| iliekcomputers | 0.12m |
| Vansika Pareek | 0.12m |
Time taken in generating recommendations for all the above listed users: 0.01h
Note: Total time lapsed in generating recommendations is 0.02h
Model used to generate recommendations is listenbrainz-recommendation-model-676415bb-9be3-4115-932d-cc8d6682e102 i.e. best model. Time taken to load best model is 0.24m
Sub-steps in generating recommendations for every user are as follows:
get_user_id: A query(get_user_id) is processed to get user id from the user name provided for whom the recommendations shall be generated.
get_top_artists_recordings: From the user id, recordings of top artists associated with a user are retrieved which serve as a candidate set for the user for playlist 1.
get_similar_artists_recordings: From the user id, recordings of similar artists associated with a user are retrieved which serve as a candidate set for the user for playlist 2.
predictAll : Both the candidate sets are fed to Spark's inbuilt function 'predictAll' consecutively, to predict tracks for users from the provided pool of recording_ids. The function returns recommended recording_ids.
recommendations: The last step is to lookup for information (track_name, artist_name etc) corresponding to the recommended recording_ids which can be retrieved using recordings_df dataframe.
Following are the playlists generated for the above listed users:
| Track Name | Recording MSID | Artist Name | Artist MSID | Release Name | Release MSID |
|---|---|---|---|---|---|
| ... And the Forest Began to Sing | c438f3c6-3a8e-4ff6-adcd-7f935227436b | Röyksopp | 3d851dd4-4c5b-411c-af24-11aa44bdc26f | Senior | 169fd7a1-ee1b-40ac-8c81-79f208f36932 |
| Meister Petz | e85a5805-7a06-4fa7-8088-201ebe01ffa1 | Peace Orchestra | eaa08c9d-26ac-4eae-aa84-d3a9919034b8 | Peace Orchestra | d8f019a9-1771-42d8-aea7-bd50cb3f0024 |
| Remember A Day - 2011 Remastered Version | 87bb66a2-a152-434d-81a7-a132679672ca | Pink Floyd | 52758846-744f-4295-8dbc-6a4caf77459c | A Saucerful Of Secrets (2011 Remastered Version) | bfd56ae5-9dde-45dd-989a-79ef06a0eeb8 |
| Memories Can’t Wait | b9901067-4a42-432d-90a6-7f6d21da4bd9 | Talking Heads | db7b8c08-0620-4047-97c9-a89baa14f3b2 | Fear of Music | c0c1e910-7b31-404b-8fab-89ad26457e0f |
| Only You | fc83953f-5476-45d2-ab69-e9b6a083d48c | Portishead | bf4cb1ee-7a93-44d6-9463-c46063506a20 | Portishead | adc51890-dbfc-4d54-8b7a-8b5b3cb2d106 |
| Bizarre Love Triangle | b4e490f0-b332-464c-b2bd-3cbd4aa4569d | New Order | afa1780e-1194-476e-aa3a-31466ce62f2c | Brotherhood | 910a61c7-1f44-474b-bd7f-c477f4a30054 |
| Happy Cycling | a0f787d9-e18e-4c19-8ceb-8b9607d2fc78 | Boards of Canada | 8a9f1bdc-4fd3-4c1a-8df0-a5f34d3ea720 | Peel Session | 80e76671-dd0f-49b8-9c12-fd14969cec79 |
| Swamp | ff15cfc5-1886-4e95-a17b-febebd6e3114 | Talking Heads | db7b8c08-0620-4047-97c9-a89baa14f3b2 | Speaking In Tongues | 51bf096a-c977-4a03-8e99-88edceb81172 |
| Young Lust | 73bc0347-bcbd-4f72-9be2-7d8003e08e9d | Pink Floyd | 52758846-744f-4295-8dbc-6a4caf77459c | The Wall (Disc One) | 37f0fa66-c2de-43cb-9e85-ea9400b63b6e |
| Sad And Lonely | bac15e74-b5f1-43e4-b7b5-18c8baf81816 | DJ Shadow | 1bb6f3b3-7dcb-4e88-8494-a7566b91866a | The Less You Know, the Better | 02da529e-e00c-4cee-98e6-7fef58762025 |
| Vision One | e45fa6a9-5cfe-45ce-8d7d-440cdd76e76a | Röyksopp | 3d851dd4-4c5b-411c-af24-11aa44bdc26f | Junior | 4772766e-aa7c-4e0b-ad63-dae3c43199a6 |
| Daughter | c0ee32f1-431c-4253-81db-d64f48f725e3 | Four Tet | 3726b50e-da55-42bc-b192-1688ade3c9ed | New Energy | 6e1d6c8a-ed51-4202-a3f3-76a572e01399 |
| The Overload | 1ac1a8e5-155f-4c12-8fe6-13c406a85b53 | Talking Heads | db7b8c08-0620-4047-97c9-a89baa14f3b2 | Remain in Light | 84ea46fd-89f6-408d-88d2-5fde682e28c7 |
| Sugar Rhyme | a9e86513-882f-4583-bf1e-5db9592f0ca6 | Bonobo | 2921a1a4-70d8-4e90-9857-2188f6fa1782 | Animal Magic | 049bd95e-116a-4181-8cb2-cfc029e91505 |
| Stay the Same | 3f7aaae1-a661-4448-92cd-82232e95640d | Bonobo | 2921a1a4-70d8-4e90-9857-2188f6fa1782 | Black Sands | 3c9a70fe-3f9c-45da-91f6-2c5020c01697 |
| Cymbaline | aa39bd91-b033-4ed8-b2d2-3aa111e20809 | Pink Floyd | 52758846-744f-4295-8dbc-6a4caf77459c | More | f196b094-d482-4cea-a780-5eba48cf3e91 |
| So Easy | f63fadfc-9520-439c-bdd1-06e65c7c93d7 | Röyksopp | 3d851dd4-4c5b-411c-af24-11aa44bdc26f | Melody AM | c3cabda9-4ec3-4ddd-92e3-c0511317ddb9 |
| The Keeper | d1eb49a7-b49f-4d97-87af-8c7177d21739 | Bonobo | 2921a1a4-70d8-4e90-9857-2188f6fa1782 | Black Sands | 3c9a70fe-3f9c-45da-91f6-2c5020c01697 |
| Shelled | 91c40890-f0f2-4db4-a509-8a3e0b10a46b | Tipper | c819f71f-d211-4889-93b0-052eaf865679 | Jettison Mind Hatch | 29c5443b-96b2-4f1a-aa91-1b2b3f7f87a6 |
| Way of Life | d13bf486-3405-4f98-9182-0ac371782cf7 | New Order | afa1780e-1194-476e-aa3a-31466ce62f2c | Brotherhood | 910a61c7-1f44-474b-bd7f-c477f4a30054 |
| The Great Gig in the Sky | 54760ff7-eb57-491d-8497-a7f32a96d113 | Pink Floyd | 52758846-744f-4295-8dbc-6a4caf77459c | None | f987398c-9f49-4aaa-b86d-1d394be09318 |
| Beyond the Fields | 728dccb4-7450-4f31-b4fb-4af1221d9225 | Abakus | 3a64ee24-b307-4909-9de2-2b5bcbc6a872 | Beyond the Fields EP | faba73e4-9a8d-42c5-89f8-1f83760c4504 |
| Pigs (Three Different Ones) | ce4c1809-8c41-477b-a036-45632021675a | Pink Floyd | 52758846-744f-4295-8dbc-6a4caf77459c | Animals (2011 Remastered Version) | 63dfdd2c-b090-44f9-b401-4be26193cf59 |
| Shine On You Crazy Diamond, Pts. 6-9 - 2011 Remastered Version | 4c650d97-e7bf-41a2-9598-cd2bdae86742 | Pink Floyd | 52758846-744f-4295-8dbc-6a4caf77459c | Wish You Were Here [Remastered] (Remastered Version) | ee17b002-682c-4b48-ade8-9a4a96c35e68 |
| Forest Moon | c842fb5a-f573-4dc9-9acc-df2d12d1b859 | Boards of Canada | 8a9f1bdc-4fd3-4c1a-8df0-a5f34d3ea720 | A Few Old Tunes | b321307d-16b6-45a2-a13b-b6c7ba8973fe |
| Crosseyed and Painless | fe87d565-c8d7-4d50-bea7-03600ae959bd | Talking Heads | db7b8c08-0620-4047-97c9-a89baa14f3b2 | Remain in Light | 84ea46fd-89f6-408d-88d2-5fde682e28c7 |
| Pitter Patter (feat. G Jones & Bleep Bloop) | b4cc980b-51c0-478c-8cd4-1367deff950f | DJ Shadow | 1bb6f3b3-7dcb-4e88-8494-a7566b91866a | The Mountain Will Fall | 80cb9bb0-b6ed-4e2e-856b-fa670586246d |
| Blue Monday (2016 Remaster) | d7b824b0-d8ad-4ac2-8224-bfea9851bc41 | New Order | afa1780e-1194-476e-aa3a-31466ce62f2c | Singles (Remastered) | 38d4031e-3f39-4d42-b8da-fbde736048bf |
| Dawn Chorus | c681392e-9b3a-45f7-88f6-339346064a55 | Boards of Canada | 8a9f1bdc-4fd3-4c1a-8df0-a5f34d3ea720 | Geogaddi | 393f3ee2-eeac-4bc2-a329-7d64c71d5694 |
| Echo | fce5f986-03f8-47dc-80cc-7f4289b73281 | Crazy P | e9670a86-72bc-4d34-a471-929de3059731 | Walk Dance Talk Sing | 34201ec9-4e1c-4d12-90d2-dae63760c7b3 |
| Track Name | Recording MSID | Artist Name | Artist MSID | Release Name | Release MSID |
|---|---|---|---|---|---|
| bad guy | c8a8b0e3-3964-40b9-94c7-e97063b8403c | Billie Eilish | f9ee09fb-5ab4-46a2-9088-3eac0eed4920 | When We All Fall Asleep Where Do We Go? | ccc06e24-7d4b-44c7-9cf5-17718ef6f16b |
| She Looks Like Fun | 218e6500-d188-42c6-9d58-bcee73456810 | Arctic Monkeys | 34dcee7e-347d-42fa-9326-1e2ba1a3023b | Tranquility Base Hotel + Casino | 72140625-2005-4544-a3df-f71a918e3861 |
| The Traveller | 15d9f239-f763-426b-84b4-753901228fb3 | Beach House | 9803c874-1412-4ae5-982a-4b2675c9ccfd | Thank Your Lucky Stars | 4769f43b-9ba4-44a2-982f-375081122667 |
| Sulk | 5457f56a-3003-420e-813c-a40f504bd26e | Radiohead | 50fa106f-e40d-49ec-bca1-9802fb2157e7 | The Bends | 26b47755-ada6-4b2f-9531-3808b5a99c59 |
| Helter Skelter - Remastered 2009 | 9439691a-6390-4f64-b8c6-44ee2dac8ae4 | The Beatles | 62cc4b55-7b65-4676-909c-e3f221a40dfb | The Beatles (Remastered) | 783e9eb7-fda8-4b3e-9f1d-634c5bf49f5f |
| One For The Road | c3329816-b8c2-489e-ae66-ab2e89779713 | Arctic Monkeys | 34dcee7e-347d-42fa-9326-1e2ba1a3023b | One For The Road | e17019bf-b32c-4816-8c97-48d2ba1b2bf6 |
| Lavender | 027054bd-8320-448d-9a5a-f62b1a72314e | Two Door Cinema Club | 7336491b-6b25-462c-87c6-f1e0cffb9bd7 | Gameshow (Deluxe Edition) | 04669bfb-f748-42d9-90d5-f631f91b0c27 |
| A Violent Noise | 4548af0c-18e1-4bb9-8595-d8fa50615336 | The xx | 4ee7ce8d-6dd9-4980-85d2-faf154a75b32 | I See You | 8ac84f06-d75c-4c05-bf16-68fb5d7d463d |
| Two Kinds of Happiness | 903a1f29-572b-4a80-af46-045f397bb6d4 | The Strokes | 2090ff2e-6657-4997-9d4f-2d3baa0017f0 | Angles | ce676114-df94-4b31-ae6f-603ff35abc45 |
| Girls Like You | 57c927c4-55a7-41e3-ae16-92ec0ad01960 | Maroon 5 | 9d5adabb-9775-4535-93eb-12b485aed8bf | Red Pill Blues (Deluxe Edition / New Ver.) | 94f7e289-98a9-4312-b1c5-5fdb2d1f6a04 |
| POWER | e4aa4474-1956-4a27-81ad-f74c81191146 | Kanye West | 428b6e4c-795e-4a08-8d0b-7bef7aaf8582 | My Beautiful Dark Twisted Fantasy | 23d1c2ad-4b41-4e70-bf1e-34b8fef87ba9 |
| Cornerstone | 423bafb3-c4a0-4020-a965-893510ed92e5 | Arctic Monkeys | 34dcee7e-347d-42fa-9326-1e2ba1a3023b | Humbug | 2656a471-7441-49f1-a4f3-37972e07420e |
| Ocean Eyes (Astronomyy Edit) | 7e167366-5ee0-41a3-9d6a-3ee6c8cda7b3 | Billie Eilish | f9ee09fb-5ab4-46a2-9088-3eac0eed4920 | Ocean Eyes (Astronomyy Edit) - Single | 0eea8f75-b538-48d1-9c3a-c21ecbceaf3d |
| You Came to Me | 8ae234d4-c68b-4f48-a8cb-8e6e1140a82e | Beach House | 9803c874-1412-4ae5-982a-4b2675c9ccfd | Devotion | abfdc83c-bdb6-4782-8503-ddaadefd0033 |
| Old Yellow Bricks | f19e4935-eea6-425c-aacd-95fcf7f58eaa | Arctic Monkeys | 34dcee7e-347d-42fa-9326-1e2ba1a3023b | Favourite Worst Nightmare | c0d0173a-6c83-4971-becc-9d59f851e315 |
| Power | e4aa4474-1956-4a27-81ad-f74c81191146 | Kanye West | 428b6e4c-795e-4a08-8d0b-7bef7aaf8582 | My Beautiful Dark Twisted Fantasy | 23d1c2ad-4b41-4e70-bf1e-34b8fef87ba9 |
| Seasons Run | 57a183bc-c793-499c-a324-f9c23453d613 | The xx | 4ee7ce8d-6dd9-4980-85d2-faf154a75b32 | I See You (Deluxe) | b5b6ffee-d8e9-4c15-b232-d7193b51354b |
| Tabloid Junkie | 81fb0b91-97fe-4b3c-be2f-5cc5122b695c | Michael Jackson | 371ccbac-77dc-4539-99ba-abe806ed6c13 | HIStory - PAST, PRESENT AND FUTURE - BOOK I | 5b734240-ba8c-4799-83d3-88f05f178920 |
| You Like Me Too Much | f96bc064-7f69-4b59-a2fe-8b9ef40882b5 | The Beatles | 62cc4b55-7b65-4676-909c-e3f221a40dfb | Help! | 49fe65e6-2698-4a90-a827-61dc79ff608a |
| Spectre | 11916c7d-45e0-4e29-96c1-93b00864fb16 | Radiohead | 50fa106f-e40d-49ec-bca1-9802fb2157e7 | A Moon Shaped Pool | 6a6eda87-d87e-488f-aee8-4398cd70d460 |
| Eleanor Rigby (Remastered) | 3512b63c-e227-4b07-9f53-716635706a10 | The Beatles | 62cc4b55-7b65-4676-909c-e3f221a40dfb | Revolver (Remastered) | edee199c-a165-4c38-ab66-8e64ca0fc771 |
| Jerusalem, New York, Berlin | 82b19603-f574-44f8-b553-64f5dd1cec35 | Vampire Weekend | 4a11371d-97e6-48f5-82a8-7143867c05f0 | Father Of The Bride | d276b54f-e2b6-41b7-8bf0-1c989e4e6628 |
| You Only Live Once | 2c53a795-0cef-4320-a1fd-f347fa415324 | The Strokes | 2090ff2e-6657-4997-9d4f-2d3baa0017f0 | First Impressions Of Earth | 1baa2795-ed02-42e0-98e2-931938537bb5 |
| Campus | 951233ff-0b54-4b2c-b85c-9a5e107ff60e | Vampire Weekend | 4a11371d-97e6-48f5-82a8-7143867c05f0 | Vampire Weekend | c5d4f353-506d-49cc-bdcf-08dc76f366c2 |
| Bored | 9caeb07e-8347-42c5-9ecb-9a06f3e44c51 | Billie Eilish | f9ee09fb-5ab4-46a2-9088-3eac0eed4920 | Bored | bcafbd70-caac-4141-afa1-6ae1af1d7367 |
| Sulk.mp3 | e9100896-a416-4934-b130-ad3bbe65cc62 | Radiohead | 50fa106f-e40d-49ec-bca1-9802fb2157e7 | The Bend | 90f2fb63-fdf3-4e68-b9ff-35472e7eb8d9 |
| You Never Give Me Your Money | 7023c1e9-2530-440e-ad2c-b1541d98f9f1 | The Beatles | 62cc4b55-7b65-4676-909c-e3f221a40dfb | Abbey Road | ddac3aa9-c950-40d0-ad61-9511aa2f089d |
| Eat That Up, It's Good For You | 53e7e3dc-3ae9-486c-a76c-307a0e363cc7 | Two Door Cinema Club | 7336491b-6b25-462c-87c6-f1e0cffb9bd7 | Tourist History (Deluxe Edition) | e42f1958-d2d0-4156-b964-4c98e972d595 |
| Hand It Over | 08739ed3-8e22-402d-b31e-072ceb667c5a | MGMT | 8228705b-b92f-4e01-adcb-f48aabdefbec | Little Dark Age | 4497cdf7-d4b5-4088-99e8-c208f1c306ee |
| Got to Get You into My Life | e236eb0a-1a8e-4c4b-ad0b-41738b3ebd81 | The Beatles | 62cc4b55-7b65-4676-909c-e3f221a40dfb | Revolver | 7d185b63-9149-4288-94e6-1631188884b0 |
| Track Name | Recording MSID | Artist Name | Artist MSID | Release Name | Release MSID |
|---|---|---|---|---|---|
| Sunflower - Spider-Man: Into the Spider-Verse | 88961868-6178-4702-8a59-f92773e52386 | Post Malone | efc1ae68-f406-4430-8d94-a00b7280d822 | Sunflower (Spider-Man: Into the Spider-Verse) | 04f6c980-7fe1-4c44-a0bd-ead22032bff0 |
| Dancing On My Own | e3871089-dcab-4e8a-a0c5-24e333eabe95 | Calum Scott | ca5ac4c4-3c20-45b0-af72-0981b525d036 | Dancing On My Own | 4ba2661f-c7b7-4786-b254-321d35a65ba5 |
| Everything Has Changed (feat. Ed Sheeran) | 32df5336-2015-4222-86a5-103ecf435ec3 | Taylor Swift | cc0f643d-cba9-4a5e-876f-cb3d70cdf5ea | Red | 3f165ebc-8e4e-4da1-b783-281485255b69 |
| Burn Out | e84b0d3e-8a2a-4ed6-a85e-8cfaf8ed6f79 | Imagine Dragons | fecda98e-0533-4b87-a9d1-c89b4521918b | Origins (Deluxe) | 8e117f3d-013d-4c42-96e4-96cfa552fee7 |
| Safe and Sound | 89af9ad2-0407-45f3-846b-1d18fe144350 | Taylor Swift | cc0f643d-cba9-4a5e-876f-cb3d70cdf5ea | None | None |
| This Life | bd7e224c-5329-4435-bdec-ff7f1c02061a | Vampire Weekend | 4a11371d-97e6-48f5-82a8-7143867c05f0 | None | None |
| Latch | fdae1de7-8a5c-4f89-975a-3be84b3f7bb6 | Daniela Andrade | 30722a0a-9db1-4b29-96c9-7d9c9730f0cb | Latch | d424c8a4-24e8-44c9-8be3-1b091e6d5488 |
| Delicate | 1a5865b3-4522-4106-a2e8-879aaf7a6893 | Taylor Swift | cc0f643d-cba9-4a5e-876f-cb3d70cdf5ea | reputation (Big Machine Radio Release Special) | b1c14352-2ed5-4355-9af6-cf38a70ecf60 |
| Demons | a9da56cd-d12e-479b-87b1-4ed0448ee46e | Imagine Dragons | fecda98e-0533-4b87-a9d1-c89b4521918b | Night Visions | 0c0db2b5-6758-4907-8af2-6998f874307f |
| Let Me | 8a4090f6-974b-423c-a2f6-da4168405f5e | ZAYN | cbb9a699-457c-4082-9ee7-46238d95b76a | Icarus Falls | a88c44b7-d9b7-4946-9452-614ee245a603 |
| The River | 1c568822-740b-4e06-a805-202be4994a54 | Imagine Dragons | fecda98e-0533-4b87-a9d1-c89b4521918b | Night Visions (Deluxe) | 40ae81e6-80df-47cf-a76d-6879794791e0 |
| No Option | 925b257e-6ea8-44c6-bfc4-1ff230e7d93c | Post Malone | efc1ae68-f406-4430-8d94-a00b7280d822 | Stoney (Deluxe) | 57cdb9d4-42ad-4862-962c-92d07c44f780 |
| Apologize (feat. OneRepublic) | 284b5618-25a0-4801-b466-aad4d3ab5a9b | OneRepublic | 67f4ae2e-260e-4020-b957-f2df5b719501 | Dreaming Out Loud | 3ef25d84-2056-44e1-9b04-b79c3597f5c6 |
| This Love | a79f270d-a410-4002-9eed-a0653d4812a8 | Taylor Swift | cc0f643d-cba9-4a5e-876f-cb3d70cdf5ea | 1989 | dffbc50f-c34c-40b8-ae2e-ad280e07841a |
| Castle On The Hill (Remix) | ecf9de1b-58ac-47cd-8479-95b08dbcec4a | Ed Sheeran | 6817e85a-f5ae-4479-b73d-e8e320e1b927 | None | None |
| Go Flex | 5a6819f2-6372-4283-bd3d-cf4ae302a4c9 | Post Malone | efc1ae68-f406-4430-8d94-a00b7280d822 | Stoney (Deluxe) | 57cdb9d4-42ad-4862-962c-92d07c44f780 |
| On Top Of The World | d384fc2b-30d6-4cb1-83a0-01a8e52ba184 | Imagine Dragons | fecda98e-0533-4b87-a9d1-c89b4521918b | Night Visions (Deluxe) | 40ae81e6-80df-47cf-a76d-6879794791e0 |
| 2021 | 4be106b0-3b39-4976-8713-b89d56a1b7db | Vampire Weekend | 4a11371d-97e6-48f5-82a8-7143867c05f0 | This Life / Unbearably White | 08aff958-2e89-429c-a1ae-258c5f1b6428 |
| I Know You - From The "Fifty Shades Of Grey" Soundtrack | e3b837e6-8902-4809-823c-b91ffd6db625 | Skylar Grey | 392dfd31-ed61-468e-95c6-feafd763d79a | Fifty Shades Of Grey (Original Motion Picture Soundtrack) | af4df33d-415b-4c98-a146-5547546d2a87 |
| wildfire | ecda4490-3ad3-4c96-a31b-a826b3eb2b56 | Jeremy Zucker | 648aed1f-8663-4e86-878d-594ccd7b8cd1 | glisten | 4c8b7b0e-0d3f-42ce-bc49-df4ba5fdcb77 |
| I Bet My Life | 9634a9b2-1d82-4727-b937-def5be346593 | Imagine Dragons | fecda98e-0533-4b87-a9d1-c89b4521918b | Smoke + Mirrors (Deluxe) | f1265fb3-d10e-434e-af12-c6c6f36d0325 |
| Digital | 52f22c14-ef24-4c0b-b12c-1d99f7549289 | Imagine Dragons | fecda98e-0533-4b87-a9d1-c89b4521918b | Origins | 3f696f74-166a-4c04-bc4b-4dd3f96a9fe5 |
| Warriors | 1c262d7b-2993-46cf-97ff-43add243bbd9 | Imagine Dragons | fecda98e-0533-4b87-a9d1-c89b4521918b | Smoke + Mirrors (Deluxe) | f1265fb3-d10e-434e-af12-c6c6f36d0325 |
| Dancing On My Own | 2f3f2e96-4544-4bab-b948-281fe7592b77 | Calum Scott | ca5ac4c4-3c20-45b0-af72-0981b525d036 | Only Human (Deluxe) | 5026ff37-1ad7-44be-8fe3-c230e5d058d0 |
| Counting Stars (Shahaf Moran Remix) | 40dc8ce0-5abf-4ce4-ad8e-1ea7b556edea | OneRepublic | 67f4ae2e-260e-4020-b957-f2df5b719501 | None | None |
| The Man | c8a01b51-7c0a-4932-83c2-29d6c7809537 | Ed Sheeran | 6817e85a-f5ae-4479-b73d-e8e320e1b927 | x | d2ef90b1-2771-40fb-a4e8-8736bf380969 |
| Don't Lie | 11bea978-b2d1-43a3-b7d6-1d13fa65a8bc | Vampire Weekend | 4a11371d-97e6-48f5-82a8-7143867c05f0 | Modern Vampires of the City | e635eb63-f29e-414e-8c23-7b35b77528df |
| I Fall Apart 🎵 | 73a0cc7e-3e5f-4f17-838e-b1b0864f875a | Post Malone | efc1ae68-f406-4430-8d94-a00b7280d822 | None | None |
| Ya Hey | 7c02d5b4-46ec-4293-a464-21a2f6850979 | Vampire Weekend | 4a11371d-97e6-48f5-82a8-7143867c05f0 | Modern Vampires of the City | e635eb63-f29e-414e-8c23-7b35b77528df |
| There You Are | 7cc55846-d0f1-4f98-b63c-dc955e673a7b | ZAYN | a8f21bf5-4e4a-422a-a1a1-39e95a46cdf4 | Icarus Falls | a88c44b7-d9b7-4946-9452-614ee245a603 |
| Track Name | Recording MSID | Artist Name | Artist MSID | Release Name | Release MSID |
|---|---|---|---|---|---|
| Periodic Measurements of Infrequent Smiles | d0d3af01-446c-4344-bd75-6dce35081461 | Prefuse 73 | 38f7941d-80dc-4c18-97be-a29c31a5e93b | Everything She Touched Turned Ampexian | 9d8e92bf-bff9-48f9-a4a2-14e17b219a6a |
| Hungry Child (Edit) | d537c7f7-a01a-470b-a9a2-bd7b1c34dcbe | Hot Chip | a32e391d-828c-4197-8e5a-b8321ab2fdf8 | Hungry Child (Paul Woolford Sunrise Mix) | 7a2626eb-7194-41e8-bcbb-e165e6258e9b |
| Bad (feat. Vassy) [Radio Edit] | db84b41b-cc2e-4395-b454-db477100404c | David Guetta | 7aca9ec9-7424-473d-b8e3-8abe7050a6a7 | Listen (Deluxe) | 04b422c9-9217-4ede-8a3a-0bba383c8022 |
| Glimpse Of Love - Version | 9a774d39-6b5b-4822-b584-6f56af46787e | Franz Ferdinand | a22ceb6c-3752-4ef2-b9f1-f132c77d4def | Glimpse Of Love (Version) | 074c0d6f-7969-43a6-b9f0-845a584c0d19 |
| Song To Say Goodbye (Live From Mtv Unplugged, London/2015) | 39a02168-8af9-47d5-97de-6c8051425267 | Placebo | 78452167-d793-47f0-b82c-6d9e9d440fc9 | MTV Unplugged | 43b0f169-1131-4f78-b15c-317c8bb3fdd2 |
| Clocks | 958dd051-3c78-473c-8ed1-cac2ae85b4d8 | Coldplay | 6599e41e-390c-4855-a2ac-68ee798538b4 | None | None |
| Porcelain (Arty Remix) | 6f08849f-4bed-4bb0-9344-b6349943c234 | Moby | fb0bb7c2-8a15-48ad-9351-db89e62673c3 | None | None |
| Ocean Beat | 3af7e660-0553-4247-85d6-248f2061d9ec | Tosca | b7d4e5f9-9eeb-4508-9bf9-9fd415ba2b13 | Suzuki | 61bf20a3-f8ab-4973-94fa-28cf2f8d60b0 |
| Paper Romance | 07d8ac54-d6de-4fdc-989d-23fb0435b550 | Groove Armada | 3c01bf54-9c80-4090-9339-fbd435a82e06 | White Light | fb81c29a-c56c-4ac3-855e-c7e46aea5e63 |
| Promised You a Miracle | 5dd681c9-bdd6-4892-a626-e750a923c8e2 | Simple Minds | b98d2d84-7fff-4878-8a71-c8bb72018a35 | Glittering Prize 81/92 | 222c487d-f43a-4010-8e5f-9daac35c39b3 |
| Doctor! Doctor! | f73a68ce-65ea-4bb4-a6cb-fd4df2e38b4a | Thompson Twins | bfac419b-c62e-45c6-80c8-ce05358f417d | The Best of Thompson Twins Greatest Mixes | 3838deb6-53b6-4ccf-a38b-5768957625f4 |
| All God's People | 99c0ebe3-e698-47de-b18c-c8ca0edfdc05 | Queen | 4f7ac8db-ccb1-4411-af5d-395c785b2566 | Innuendo (Deluxe Remastered Version) | c46b7b83-9212-4ff8-a4e1-0999f0a9cdb9 |
| Burial at Sea | ac6d23f2-5463-4f21-92a5-d40fe40fc92d | Mono | ca734c04-dba6-4411-8957-aff530716250 | Hymn to the Immortal Wind | 10983337-3fef-4652-8ac1-630a1e94a4fb |
| Palythoa | 95c24ff6-3e4b-435a-bc25-5d45a260967c | Animal Collective | 1edc9da7-2ac0-48b4-8a0a-2424aa090608 | Tangerine Reef | f52d2548-de2f-4a42-ba19-99ecf754471f |
| Plants and Rags | 59a746c7-aa4b-45e5-b987-58ae990984fc | PJ Harvey | 88c3d397-28c0-4984-add6-36f28691e8a2 | Dry | 6db743b1-1cda-4b56-8cea-50399e6ee9e7 |
| Heaven Report | 31de32f0-3bab-4f4b-af5b-2d6f108e1001 | Aes Dana | 59e04589-0059-4a79-a83c-8323ad26a7f8 | Perimeters | 246fd4cb-50d9-4a87-abcb-3b8e4b53e1a3 |
| Everytime We Touch (Uk Radio Edit) | 17085049-5050-408d-b179-cfac8d0cefe7 | David Guetta | 7aca9ec9-7424-473d-b8e3-8abe7050a6a7 | None | None |
| Champagne Supernova | 1d62b0ce-02b3-4c64-a3e8-6b70ec6ec1ed | Oasis | f0459b5a-c395-45e5-847f-bf1033ae90d6 | 1001 Songs Before You Die | ed6a023f-638f-4b14-b799-81ff9ac68fe9 |
| Now I'm Here | f6ce81f3-5134-4b45-895a-40540911e51f | Queen | 4f7ac8db-ccb1-4411-af5d-395c785b2566 | Sheer Heart Attack | 866199bb-408d-4f20-a6c0-b4658b98e272 |
| Jigsaw Falling Into Place | 5b8d03ae-8b08-4a00-920f-0a0627f374ca | Radiohead | 50fa106f-e40d-49ec-bca1-9802fb2157e7 | In Rainbows | c4a946a1-83e7-42aa-8e77-64896687702a |
| Titanium (feat. Sia) [Nicki Romero Remix] | acfa3172-f976-40be-9a2e-21e945f3b2ba | David Guetta | 7aca9ec9-7424-473d-b8e3-8abe7050a6a7 | Titanium (feat. Sia) | 55382343-848a-465d-84e4-bf0327baa0f0 |
| You Said Something | 0c486283-f1cd-47ed-9c7c-0febde49743b | PJ Harvey | 88c3d397-28c0-4984-add6-36f28691e8a2 | Stories From The City, Stories From The Sea | 87170e20-5454-4335-afec-6bfa67b0e9a4 |
| Andy Warhol | f5fec260-12eb-4f83-9f06-df769407031e | David Bowie | d4a7fa18-f99d-46ec-97e3-c93cbaad05ea | Hunky Dory | a9ce3c67-3583-4350-a203-0e5474d621a7 |
| I Broadcast | 7be5efcb-9f64-402d-b280-55676dde5da3 | Blur | b1b144ee-4047-4452-9089-622901033259 | The Magic Whip | 19bcaea2-a152-401b-a774-06ac88f0d55d |
| Hell Is Round The Corner | 5b6b239a-4d88-49d3-be22-10a8fdfc1a07 | Tricky | 56dbb0c6-6c96-4854-8b3f-48785b10ef6f | Maxinquaye (Deluxe Edition) | 758564d2-c1b4-4067-8477-db3bfe57390e |
| Pinetum | e19db450-b7bc-4311-815f-4a9e657504ca | Underworld | a789ce07-94a8-4055-b833-ee97211f3a95 | DRIFT Episode 3 "HEART" | 4cabcaf6-db73-447f-bda7-fb1e994861c0 |
| Wuthering Heights | b800eab0-4f61-4061-b8f5-3b2324a50140 | Pat Benatar | 7f116079-0e43-4e2c-8e96-8e493c372915 | Crimes of Passion | edebbfe3-5e79-43ad-805b-94f2845ed082 |
| Talk Talk (Gary Miller Remix) | 707a5a20-c6c0-45fc-a863-cbfcea54a92d | Talk Talk | addbbc52-e33c-4cf1-ab5d-af109285dd80 | History Revisited | a7493efd-ea34-4d64-a994-faf4b4b99ba4 |
| Hold Tight London | b0b3171b-7f65-43a3-8708-81cc1e4243b5 | The Chemical Brothers | abf5c005-1a82-40b0-9ad5-2dd886a3af09 | Push the Button | 7312bc2d-4f6a-4178-b236-675ad0057b98 |
| Machines (Or 'Back to Humans') | c35682fb-515d-479f-85e5-060854717b96 | Queen | 4f7ac8db-ccb1-4411-af5d-395c785b2566 | The Works | c1996cfc-2b79-4376-9bca-fbc27744b3be |
| Track Name | Recording MSID | Artist Name | Artist MSID | Release Name | Release MSID |
|---|---|---|---|---|---|
| Run (Instrumental) [I'm a Natural Disaster] | ab0e285e-7568-4d21-95b1-006e1eec65b6 | Gnarls Barkley | e7bec2c7-1c88-4800-9568-547e53c04437 | The Odd Couple | 1fbd5bfc-1961-424a-bd41-691bfe7e92ca |
| Protège Moi | 3c275d27-6c60-4aa1-b8f2-fa7e8dc39d50 | Placebo | 78452167-d793-47f0-b82c-6d9e9d440fc9 | A Place For Us To Dream | 07fa865b-c9a2-40bf-b4bd-b7ee7572bb2c |
| KOD | 48b88dd4-5341-4b62-ac6c-018906ddeb32 | J. Cole | cf0c167e-569e-4e77-aeb5-3f69cddbfb50 | KOD | 900e58a9-0712-4cf2-b9e9-ad61cb5474ef |
| Hell of a Night | bd00e1ab-b88b-43a0-ae96-dbcfed01d7bd | Travis Scott | 1f0dfc68-6d0c-487e-83ce-fe6f56d3b8e5 | Owl Pharaoh | 151008c1-59c5-43e8-9304-cdfafd6d8bde |
| Spectrum | 34e23b48-a1c6-42b0-ad08-24cbc65d1bc4 | Florence + the Machine | f9858706-27b1-4c91-8df0-f1b5bc45471b | Ceremonials | 701b3380-c22c-4fa8-a8bb-f7a97376516c |
| The Crawl | c876583d-fb28-444e-89b5-b243fed864da | Placebo | 78452167-d793-47f0-b82c-6d9e9d440fc9 | Without You I'm Nothing | 0e622486-e0df-4e33-9e59-47e43988be48 |
| Ship to Wreck | 1d0e0cad-90ae-4f6d-8427-57c29f6e3319 | Florence + the Machine | f9858706-27b1-4c91-8df0-f1b5bc45471b | Ship To Wreck | 277f0d56-9459-4dc2-90db-04a4609830dc |
| Song 2 | a73ab6bc-dba8-4003-af09-22d288c99ef1 | Blur | b1b144ee-4047-4452-9089-622901033259 | Blur: The Best Of | 618cd37c-a975-4be8-8452-b27546aebfcc |
| No Roots | de8cf3c2-cdda-4f59-bdd0-bf754e6b08e6 | Alice Merton | e0988408-eceb-402b-9936-715f9c04a6a6 | Mint | 717702be-ec9e-4154-8d65-938e4844cf36 |
| Bad Blood | aee88032-f7a0-4c43-846c-baff21ac07ad | Bastille | a689adc0-4119-44b0-b650-a6c9c33f7390 | Bad Blood (The Extended Cut) | a1be1c23-b9de-4f52-9d9f-cd176495c660 |
| Under My Thumb | 34c8641e-9075-41e3-b45c-3e45f83a50d8 | The Rolling Stones | e12b120c-9b69-49ac-9d22-6a904edff32b | Aftermath (UK Version) | c5352cac-f1b6-4a83-834d-98fd0c130cfd |
| Walking The Wire | 88180799-1d8b-422d-a9fc-6973b26d73c5 | Imagine Dragons | fecda98e-0533-4b87-a9d1-c89b4521918b | Evolve | a094c0cb-54f3-48ca-a279-b110883726e7 |
| Since U Been Gone | 83e45512-c55d-4981-b97a-e0803a32bc35 | Kelly Clarkson | 63edafe9-2559-4f79-9fc3-33258bc730dc | Breakaway | 228c62f1-6795-4ee1-8894-69cb5f6d55ea |
| He Won't Go | edb13577-d6c5-491a-b76d-599048ddd7ad | Adele | c9cbf7aa-cfd2-4897-a699-354d0f84c6c6 | 21 (Limited Edition) | 27c0de55-ad44-49f4-9722-403e6758095d |
| She's a Mystery to Me | b2816678-fb66-4b0b-9824-42e145606917 | Roy Orbison | e8850855-7f3c-47a5-b72d-c27eb5efa23d | Mystery Girl | fa90be3c-4f96-44cb-9402-8ca420d0f0b3 |
| Without Your Love | de36037d-7b0b-452d-a299-b2cfd51f7099 | Ellie Goulding | 7addbcac-ae39-4b4c-a956-53da336d68e8 | Halcyon Days (Deluxe Edition) | 9a694543-5a3e-4e35-9455-c5da4b38b6cc |
| Cigarettes & Alcohol | f43f0a03-b297-41bc-a858-29b351df0b4e | Oasis | f0459b5a-c395-45e5-847f-bf1033ae90d6 | Time Flies... 1994-2009 | d5bd9878-3e4f-46f1-bfd2-09604a3767e0 |
| U Boat | a592727a-368a-4a36-a77d-2e1495d6c676 | Kasabian | 56b322f9-4546-4025-8580-a1fca17688d2 | Kasabian | f5199145-58b5-4820-960a-0c8c82e12072 |
| The One That Got Away - Acoustic | f20e7391-b279-47a9-a1a3-153dc36be6a7 | Katy Perry | b650167d-3f75-4a39-a0b5-7cf4e65b7205 | Katy Perry - Teenage Dream: The Complete Confection | a006888c-2ac8-4c5a-a37b-aa0a2b71e51a |
| Wild Horses (Remastered) | 3b550c22-fa0f-405e-a9fb-ee9d8d36138c | The Rolling Stones | e12b120c-9b69-49ac-9d22-6a904edff32b | Sticky Fingers (Remastered) | bc1533f6-9166-415c-93fa-2b7466c01bf7 |
| Slip Inside This House | 7c153035-9cb4-4781-8860-e0d482acd06f | Primal Scream | 6932cd05-3bf1-43ea-b139-de2930dd2e1c | Screamadelica | 0dbe0221-075c-4e88-afd5-967d7214d7a5 |
| Helena Beat | 18f3f91f-730b-477b-a677-4788f23451fd | Foster the People | f9f122c1-422f-4985-8536-7d9eb2e832d9 | Torches | f971dc68-dbd3-4469-ad4e-424b4d36674f |
| Gunface | 8f6383a6-d38f-4e52-ad0a-ed58eaeaaf28 | The Rolling Stones | e12b120c-9b69-49ac-9d22-6a904edff32b | Bridges To Babylon | 29386804-f151-4635-aaf9-60fd833d5cd3 |
| Formation | c80769c6-20c0-4d8e-b16a-6638da96e88a | Beyoncé | c1c80ec1-9153-482f-b0f9-2d3b94645920 | Lemonade | 8c701bf3-33f5-47b6-8d2f-0aafb1eec4b1 |
| Burn | 6cd12984-938b-488f-9e13-b9c6c56395bc | Ellie Goulding | 7addbcac-ae39-4b4c-a956-53da336d68e8 | Halcyon Days | 08e09ff8-7dbd-4a2f-af3c-5e3e169b7c76 |
| Got To Give It Up (Part 1) | cfba159c-5e1e-4b00-a9f9-0d728ce3513f | Marvin Gaye | d10dad87-ba39-4fd3-b603-0c4225dd2237 | Number 1's | c0f833b8-a152-4238-9bed-0b5f9c12e680 |
| Used To | 19e2b22a-ed3b-4fa0-8b4d-b9a94411b36b | Juice WRLD | c38c9cb3-3821-445a-8a9f-82763ec70af7 | Goodbye & Good Riddance | cad184a3-6be6-470a-8d36-e6d448d551bc |
| Summertime Sadness | 6a8adb60-a67a-46e0-9c7d-03957fd6f1e4 | Lana Del Rey | e29fd013-45c0-4edd-abe2-8635fdd0502a | Born To Die - The Paradise Edition (CD1 - Born To Die) | d8012c48-58fa-44c9-bda5-a75eda595a03 |
| New Rules [Initial Talk 80s Rules Remix] | 5cae1e8d-f730-4401-b3ca-9b79de87773a | Dua Lipa | 2d681c04-34ca-4bca-8b84-21937b5d5d2b | None | None |
| Let's Get It On | 66c5ad26-232a-42d5-a6e6-f72fb90bceee | Marvin Gaye | d10dad87-ba39-4fd3-b603-0c4225dd2237 | Let's Get It On | 4bd67165-64b8-4ed5-b7db-d9c3f8aaa79d |
| Track Name | Recording MSID | Artist Name | Artist MSID | Release Name | Release MSID |
|---|---|---|---|---|---|
| L.E.S Artistes | 6209d98d-7e56-4199-b56d-bb7c1af45dad | Santigold | 6f270e2d-bfb4-4ec8-b776-1e90de04c279 | Santogold | 860bd57a-4204-4c93-8066-6a3bcd0ebc1b |
| Crystalised | cd48ebe3-1a6a-4c55-8f48-90a37d4d75fe | The xx | 4ee7ce8d-6dd9-4980-85d2-faf154a75b32 | xx | 4162913f-ecc9-4650-ab6e-4a2566c0394c |
| Je Viens De La | bcde8ce0-6328-44ec-b3ba-9227f9128c20 | Two Door Cinema Club | 7336491b-6b25-462c-87c6-f1e0cffb9bd7 | Gameshow (Deluxe Edition) | 04669bfb-f748-42d9-90d5-f631f91b0c27 |
| Sorry | 6ee37606-0b24-4c6f-8a9b-ca3f93538b9c | Justin Bieber | 50fbeb99-f068-41f7-beaf-cf18daf19124 | Purpose (Deluxe) | 1a25d504-5380-4d22-8de1-cd099bca162f |
| I Can Talk | 4a65b6aa-901d-4a75-9739-9f6aee42bf35 | Two Door Cinema Club | 7336491b-6b25-462c-87c6-f1e0cffb9bd7 | Tourist History | 84d60ae5-366c-4f1d-be42-40038baad4fa |
| Off White VLONE (feat. Lil Durk & NAV) | b8c45ff9-fb49-4d35-ae88-174159583563 | Lil Baby | 30c0085a-2165-4d1d-a407-dd13cca135b0 | Drip Harder | 3854bcab-6444-4dd1-b4cd-1a7fa86742f7 |
| Rumour Has It | a2b01ad8-e023-4679-a1eb-75a21da72393 | Adele | c9cbf7aa-cfd2-4897-a699-354d0f84c6c6 | Rumour Has It | f72747af-155b-4b7f-be5b-e20238672c4b |
| Ship to Wreck | 1d0e0cad-90ae-4f6d-8427-57c29f6e3319 | Florence + the Machine | f9858706-27b1-4c91-8df0-f1b5bc45471b | Ship To Wreck | 277f0d56-9459-4dc2-90db-04a4609830dc |
| Sexxx Dreams | 446e5a52-fd5e-4cf6-8a24-119bf5324e90 | Lady Gaga | 260a4dc3-19c5-4fae-9f2f-d495a8baa13d | ARTPOP | dff326fc-c2d8-43ec-9717-ed691cc1d1f7 |
| Youth (feat. Khalid) | afec50c3-7ff9-4a52-9564-f6b6abfa066a | Shawn Mendes | 7bb2fcd0-1edb-4c35-bde2-052f9c8efd2f | Shawn Mendes | 8e9d1599-62b3-4a60-9c54-155931c34eca |
| He Won't Go | edb13577-d6c5-491a-b76d-599048ddd7ad | Adele | c9cbf7aa-cfd2-4897-a699-354d0f84c6c6 | 21 (Limited Edition) | 27c0de55-ad44-49f4-9722-403e6758095d |
| Talk | 687a7bd6-8aa8-4672-bf57-d4355dff49dd | Khalid | 2a0d72dd-0e28-45ea-93c0-78e34071ff27 | NOW That's What I Call Music! 102 | c752a3d7-7e97-41dc-ae43-00e663a3d274 |
| Bodak Yellow | ebf74d3e-a7a5-4f6e-9438-46f5ce42e2e6 | Cardi B | fe835624-e2c8-46fa-8306-ed6cf293fbec | Invasion of Privacy | d13e8e21-ed9a-4de8-b79a-b418d1d3bd95 |
| Pompeii | 3e9d60c7-e909-4cd5-8fc4-283a96349549 | Bastille | a689adc0-4119-44b0-b650-a6c9c33f7390 | Bad Blood | 5aba142a-8046-4a95-a348-ca99ba1f317e |
| out for the night | bbd31a47-3df8-46ec-8f65-83d7bef0a5fb | 21 Savage | e8cf7181-98ed-4412-a440-405321496f13 | i am > i was (Deluxe) | 0bdc8b30-4970-40ce-b189-0062481534d7 |
| Quarter Past Midnight | 8f3a4e5b-21e6-4ae5-afb1-901c5523e34e | Bastille | a689adc0-4119-44b0-b650-a6c9c33f7390 | Quarter Past Midnight | b6db47c5-d8f6-40d2-a8d0-e32ef3a9b140 |
| Carry On | 48773c90-6637-492f-8be2-a6eddba860f5 | Kygo | 341267aa-44c4-4613-a54c-56488b7a7e61 | None | None |
| Keanu Reeves | 11933a87-021d-4e47-ab22-28fb066fedfa | Logic | d4b05cf5-64a6-42fa-a40c-f3b8c879f6e6 | Confessions of a Dangerous Mind | 1023658b-022c-4520-8ed5-945a49c8bdc5 |
| Eyes as Candles | 66b2bcf3-72d3-4363-bf87-2a193325d07b | Passion Pit | 0d419051-2e61-4694-b97b-b52ba7768fee | Manners | 7266cacb-6208-4034-8593-9a79c4006c0a |
| Bow Down - Homecoming Live | ee5c80aa-70be-47a7-af07-b98a813589a8 | Beyoncé | c1c80ec1-9153-482f-b0f9-2d3b94645920 | HOMECOMING: THE LIVE ALBUM | e0b96649-0f32-4ab7-91b7-7554703e7e49 |
| Three Empty Words | 0f32bf6c-81bf-493d-a9d5-993d327d28ca | Shawn Mendes | 7bb2fcd0-1edb-4c35-bde2-052f9c8efd2f | Illuminate (Deluxe) | 25d90a0a-e230-474f-b1a1-c94cb3b00f58 |
| Chlorine | 2828ac46-15db-46c7-a3aa-bb91cbcfe752 | twenty one pilots | 86e81546-d39c-4a89-af32-35fd54692e18 | None | None |
| Mercy | 95da39c6-b2ab-4c6b-b884-984eda4dc638 | Shawn Mendes | 7bb2fcd0-1edb-4c35-bde2-052f9c8efd2f | None | None |
| No Air | bbe40d4c-5b7e-4459-9ab7-3c805e53c9b1 | Jordin Sparks | 517f8af7-88a7-465a-bf94-e14c3dd6c6f5 | None | None |
| Black Church | 40783f84-70d4-4dbf-a389-7ae781e9ff70 | Dimension | 66bbd379-e1e1-4790-9a2c-8a82d01723e8 | Drum & Bass Arena 2018 | f7a4e628-9e59-435b-aa12-8c293e7b8807 |
| Close to Me (with Diplo) (feat. Swae Lee) | 8ff3d1f9-dfa5-470e-b9a0-32f94cb0ffb9 | Ellie Goulding | 7addbcac-ae39-4b4c-a956-53da336d68e8 | Close To Me (feat. Swae Lee) | 554b4b5c-b068-48e1-9c25-a18dafc518cf |
| Crazy in Love | 68d4cf6b-d8fb-465d-aff5-1e189ced871b | Beyoncé | c1c80ec1-9153-482f-b0f9-2d3b94645920 | Dangerously in Love | 8c4aa555-703e-410e-a415-57f69a469f07 |
| Hair Body Face | 78d3b035-4367-4139-b4ab-052be68e14fa | Lady Gaga | 260a4dc3-19c5-4fae-9f2f-d495a8baa13d | A Star Is Born Soundtrack | 0d9961a8-b183-4e48-975f-1db6cfdde143 |
| Waiting For Love | 8106029e-6411-4566-aa33-639c55ef379f | Avicii | e568204b-c382-48cf-bfbc-04d11cbf8765 | Stories (UK Version) | 80892257-632f-492b-ba9e-394668b46b6d |
| New Rules [Initial Talk 80s Rules Remix] | 5cae1e8d-f730-4401-b3ca-9b79de87773a | Dua Lipa | 2d681c04-34ca-4bca-8b84-21937b5d5d2b | None | None |
Note: Number of rows in a dataframe or number of elements in an RDD (count information) is not included because it leades to unnecessary computation time.