diff --git a/artists.ndjson b/artists.ndjson
index 6e82146..186edcf 100644
--- a/artists.ndjson
+++ b/artists.ndjson
@@ -1,6 +1,6 @@
 { "name": "A$AP Rocky", "url": "https://docs.google.com/spreadsheets/d/1rbt_VyQyHEfVRv_XmVBNrwMyF0uMx7FF-1T8-N0wf0E/", "credit": "KILLRITE, Zanthin, maliceeee", "links_work": 1, "updated": 1, "best": true }
 { "name": "Ariana Grande", "url": "https://docs.google.com/spreadsheets/d/1NPSgr4UzKl2-uwUMfxfnngM683NCqLMvm8ldExEjF6M/edit", "credit": "liaof, strangersagain, coal124, tonixander, Ivsk", "links_work": 2, "updated": 1, "best": false }
-{ "name": "Baby Keem", "url": "https://docs.google.com/spreadsheets/d/1-FxUYaxBqav0G6txAAixy7bhTGs86sItN_0_F8ekeKQ/edit#gid=0", "credit": "Reardon, Infisrael, Techno, DaysDissolve, Jeen, aeolowl, Jake Gylenhaal, idk what to put here, rocknrollLuxor", "links_work": 1, "updated": 1, "best": true }
+{ "name": "Baby Keem", "url": "https://docs.google.com/spreadsheets/d/1-FxUYaxBqav0G6txAAixy7bhTGs86sItN_0_F8ekeKQ/edit#gid=0", "credit": "Reardon, Infisrael, Techno, DaysDissolve, Jeen, aeolowl, Jake Gylenhaal, idk what to put here", "links_work": 1, "updated": 1, "best": true }
 { "name": "Billie Eilish", "url": "https://docs.google.com/spreadsheets/d/1xwS_bEbYRSy1aVs0qE92BMMlXjAipP1pDekP5VPHz-g/edit#gid=1792554832", "credit": "andrelamoglia", "links_work": 1, "updated": 1, "best": true }
 { "name": "Billie Eilish [Alt]", "url": "https://docs.google.com/spreadsheets/d/1wS3D9gHB79NE7LrjEF3DXUxJzfex8VbkY0-1p2aV5Ew/edit#gid=0", "credit": "Plague Doctress, ShxdowLIVE, Lin3y, Jisenku, hcaor, Jeen", "links_work": 1, "updated": 1, "best": false }
 { "name": "Carly Rae Jepsen", "url": "https://docs.google.com/spreadsheets/d/1T8YgFsccEHNiwBQxMg1030nbIY07blIubr31eJ6D9NE/edit", "credit": "momoquacks, cevan, willaimprb", "links_work": 1, "updated": 1, "best": false }
@@ -415,7 +415,7 @@
 { "name": "The xx", "url": "https://docs.google.com/spreadsheets/d/1-44cL1Ofnt1TE8zv3K6DkzNqi7CiRplUTL7fx9zPI-M/edit?gid=0#gid=0", "credit": "SukiIsFem!", "links_work": 1, "updated": 1, "best": false }
 { "name": "Thundercat", "url": "https://docs.google.com/spreadsheets/u/0/d/1KN1eE89gaCsf8Lh_mnjxjfrz7HNQd7V833uxMPibZkU/htmlview#gid=321437127", "credit": "@madvilliany", "links_work": 1, "updated": 1, "best": false }
 { "name": "Tiny Meat Gang", "url": "https://docs.google.com/spreadsheets/d/1H6oR0bs1_sNUL-QbqXJwEzTNGBqV_Z7ejGQGbikk37k/edit", "credit": "@googmire on disc", "links_work": 1, "updated": 1, "best": false }
-{ "name": "Top Dawg Entertainment", "url": "https://docs.google.com/spreadsheets/d/1R6E6ccGMRfKVLWzqJPjXQ0L3Z7FbCiUCdSkF8ApG368/edit?gid=1876057069#gid=1876057069", "credit": "aeolowl, Infisrael, Idk what to put here, osunn, dollnora, rocknrollLuxor", "links_work": 1, "updated": 1, "best": false }
+{ "name": "Top Dawg Entertainment", "url": "https://docs.google.com/spreadsheets/d/1R6E6ccGMRfKVLWzqJPjXQ0L3Z7FbCiUCdSkF8ApG368/edit?gid=1876057069#gid=1876057069", "credit": "aeolowl, Infisrael, Idk what to put here, osunn, dollnora", "links_work": 1, "updated": 1, "best": false }
 { "name": "Travis Scott [Alt]", "url": "https://docs.google.com/spreadsheets/d/1inoc1LL5bKIllJd5ZpllaIfJOMUn0f4S7JED_xH64yQ/edit#gid=391567280", "credit": "slothsavedearth, isabel, hcaor, t3ndai, Soulsby, Brimcoole", "links_work": 1, "updated": 1, "best": false }
 { "name": "Trey Songz", "url": "https://docs.google.com/spreadsheets/d/16qN1IXwnltwU0g4K--yRfXRP-oQZ_jHHUHyt_xjejCs/edit?gid=1520634709#gid=1520634709", "credit": "GrimR3xx", "links_work": 1, "updated": 1, "best": false }
 { "name": "tripleS", "url": "https://docs.google.com/spreadsheets/d/1ObcS2uzw9zs6jw0sRGPD07reuztFapU2mRv0FqxQdWY/edit?usp=sharing", "credit": "sosyeolsonyoseoul", "links_work": 1, "updated": 1, "best": false }