TikTok most popular songs 2022

Introduction

Tiktok is one of the most influential platforms that shape global music trends with short videos. Its unique connection between user-generated content and music popularity offers valuable insight into what makes a song resonate with audiences. This page analyzes a dataset of the most popular TikTok songs in 2022, exploring factors such as artist popularity, track popularity, danceability, energy, loudness, and duration. A table presents the full dataset for reference. To visualize key relationships, two scatter plots examine correlations between track and artist popularity, and between danceability and energy. A histogram of song durations further reveals common patterns among trending tracks.

Table 1. Viral songs on TikTok in 2022 with basic knowledge and advance info

track_name	artist_name	artist_pop	album	track_pop	danceability	energy	loudness	duration_ms
Running Up That Hill (A Deal With God)	Kate Bush	81	Hounds Of Love	95	0.629	0.547	-13.123	298933
As It Was	Harry Styles	91	As It Was	96	0.52	0.731	-5.338	167303
Sunroof	Nicky Youre	73	Sunroof	44	0.768	0.716	-5.11	163026
Heat Waves	Glass Animals	80	Dreamland (+ Bonus Levels)	89	0.761	0.525	-6.9	238805
About Damn Time	Lizzo	81	About Damn Time	92	0.836	0.743	-6.305	191822
Glimpse of Us	Joji	85	Glimpse of Us	97	0.44	0.317	-9.258	233456
Bad Habit	Steve Lacy	83	Gemini Rights	86	0.686	0.494	-7.093	232067
STAY (with Justin Bieber)	The Kid LAROI	83	STAY (with Justin Bieber)	89	0.591	0.764	-5.484	141806
Enemy (with JID) - from the series Arcane League of Legends	Imagine Dragons	88	Enemy (with JID) [from the series Arcane League of Legends]	87	0.728	0.783	-4.424	173381
First Class	Jack Harlow	84	First Class	89	0.905	0.563	-6.135	173948
Afraid To Feel	LF SYSTEM	68	Afraid To Feel	86	0.578	0.912	-3.929	177525
Betty (Get Money)	Yung Gravy	75	Betty (Get Money)	87	0.723	0.772	-6.784	146471
abcdefu	GAYLE	71	abcdefu	87	0.695	0.54	-5.692	168602
Being Good Is Boring	Jena Rose	40	Being Good Is Boring	55	0.767	0.758	-3.191	160982
MIDDLE OF THE NIGHT	Elley Duhé	75	MIDDLE OF THE NIGHT	91	0.41	0.611	-8.271	184448
Envolver	Anitta	80	Envolver	86	0.812	0.736	-5.421	193806
AMG	Jt5k	36	AMG	0	0.802	0.509	-6.889	135000
SNAP	Rosa Linn	74	SNAP	89	0.563	0.639	-8.205	179551
Baby Girl	Disco Lines	59	Baby Girl	76	0.73	0.907	-3.72	111074
Flex On My Ex (with Bankrol Hayden)	KillBunk	60	Flex On My Ex (with Bankrol Hayden)	57	0.619	0.707	-8.033	166805
House of Memories	Panic! At The Disco	78	Death of a Bachelor	86	0.506	0.817	-5.051	208707
The Plan	Arman Aydin	64	The Plan	58	0.812	0.653	-5.849	135484
Thousand Miles	The Kid LAROI	83	Thousand Miles	84	0.376	0.657	-4.658	164782
INDUSTRY BABY (feat. Jack Harlow)	Lil Nas X	81	INDUSTRY BABY (feat. Jack Harlow)	86	0.736	0.704	-7.409	212000
Until I Found You	Stephen Sanchez	74	Until I Found You	90	0.539	0.508	-6.05	177720
Oh No	Kreepa	41	Cold As Ice	58	0.541	0.527	-7.438	166504
Cooped Up (with Roddy Ricch)	Post Malone	89	Cooped Up	83	0.669	0.773	-5.619	185857
TO THE MOON	Jnr Choi	63	TO THE MOON	79	0.745	0.65	-11.814	152137
Dreamer	Astelle	32	Dreamer	42	0.744	0.848	-5.073	178913
Left and Right (Charlie Puth) [feat. Jung Kook of BTS] - Sped Up Version	sped up nightcore	63	Left and Right (Charlie Puth) [feat. Jung Kook of BTS] [Sped Up Version]	58	0.827	0.456	-9.246	135978
Pepas	YES YES	54	Pepas	58	0.691	0.823	-4.974	134330
Bam Bam (feat. Ed Sheeran)	Camila Cabello	82	Familia	83	0.756	0.697	-6.377	206071
Fever - Remix	XY&O	31	Fever (Remix)	0	0.782	0.586	-6.067	156000
On My Way!	P.S.	39	On My Way!	54	0.797	0.666	-6.588	177080
Another Love	Tom Odell	74	Long Way Down (Deluxe)	89	0.445	0.537	-8.532	244360
Frozen	Madonna	77	Frozen	76	0.706	0.633	-9.584	120157
Riptide	Viva La Panda	56	Riptide	51	0.621	0.847	-6.108	172431
Down Under (feat. Colin Hay)	Luude	68	Down Under (feat. Colin Hay)	72	0.308	0.861	-4.112	158774
Meet Me At Our Spot	THE ANXIETY	65	THE ANXIETY	81	0.773	0.47	-7.93	162680
When You're Gone	Paradigm	62	When You're Gone	53	0.783	0.753	-5.003	145161
That Bxtch	Taylor Watson	29	That Bxtch	47	0.645	0.681	-5.961	142644
Long Road	HotBlock Jmoe	34	Long Road	52	0.738	0.685	-8.113	204000
Without You	John De Sohn	61	Without You	0	0.643	0.745	-5.554	182613
Light Switch	Charlie Puth	83	Light Switch (Instrumental)	79	0.69	0.626	-5.693	185681
I Wanna Know	Alex Alexander	46	I Wanna Know	52	0.772	0.754	-4.57	149787
1, 2, 3 (feat. Jason Derulo & De La Ghetto)	Sofía Reyes	72	1, 2, 3 (feat. Jason Derulo & De La Ghetto)	82	0.792	0.895	-3.112	201526
credit union	Kinrose	41	credit union	32	0.776	0.656	-8.921	183465
love nwantiti (ah ah ah)	CKay	73	CKay The First	84	0.727	0.739	-3.805	145800
Bad Habits	Ed Sheeran	90	Bad Habits	22	0.808	0.897	-3.712	231041
Leap of Faith	Alex Alexander	46	Leap of Faith	51	0.557	0.802	-4.429	191080
Ocean Eyes	Farux	45	Ocean Eyes	42	0.729	0.763	-7.677	137029
Chaa Chaa Chaa (feat. HoodCelebrityy)	Girll Codee	29	Chaa Chaa Chaa (feat. HoodCelebrityy)	45	0.808	0.592	-6.382	185376
Late Night Talking	Harry Styles	91	Harry's House	93	0.714	0.728	-4.595	177955
Moi... Lolita	Monaldin	47	Moi... Lolita	49	0.796	0.66	-6.695	158312
Warning / Signs	Matvey Emerson	51	Warning / Signs	46	0.712	0.829	-8.167	155410
Serenity	Shab	37	Serenity	46	0.688	0.595	-8.094	202507
MAMIII	Becky G	81	MAMIII	87	0.843	0.7	-3.563	226088
Running To You (feat. Caden)	VINAI	64	Running To You (feat. Caden)	65	0.579	0.727	-5.149	183091
Good Morning	P.S.	39	Good Morning	50	0.732	0.511	-5.101	161423
MONTERO (Call Me By Your Name)	Lil Nas X	81	MONTERO (Call Me By Your Name)	4	0.61	0.508	-6.682	137876
Tainted Love	Thatsimo	44	Tainted Love	47	0.646	0.765	-7.586	146667
Build a Bitch	Bella Poarch	65	Build a Bitch	76	0.855	0.463	-7.454	122773
SAD GIRLZ LUV MONEY Remix (feat. Kali Uchis and Moliy)	Amaarae	64	SAD GIRLZ LUV MONEY Remix (feat. Kali Uchis and Moliy)	80	0.87	0.523	-8.052	204764
Can't Get You Out of My Head	loafers	48	Can't Get You Out of My Head	52	0.642	0.61	-9.194	168000
THATS WHAT I WANT	Lil Nas X	81	MONTERO	88	0.737	0.846	-4.51	143901
We Know	JAM & Philly	21	We Know	39	0.871	0.819	-6.022	198982
Cold Heart - PNAU Remix	Elton John	82	The Lockdown Sessions	73	0.795	0.8	-6.32	202735
Jiggle Jiggle	Duke & Jones	64	Jiggle Jiggle	81	0.864	0.412	-5.886	97209
Lost	Frank Ocean	82	channel ORANGE	0	0.912	0.594	-4.894	234093
Would I Lie to You	MISERO	40	Would I Lie to You	51	0.796	0.731	-7.725	174000
Crazy	Alex D'Rosso	56	Crazy	53	0.681	0.865	-4.542	148293
Life Goes On	Oliver Tree	70	Ugly is Beautiful: Shorter, Thicker & Uglier (Deluxe)	80	0.7	0.49	-5.187	161803
Dinero	Trinidad Cardona	63	Dinero	73	0.708	0.782	-4.687	160880
Pieces	Nippandab	40	Pieces	42	0.698	0.78	-6.251	177956
Pope Is a Rockstar	SALES	61	SALES LP	74	0.725	0.446	-8.958	187333
Looking for Love	Asketa & Natan Chaim	42	Looking for Love	0	0.748	0.894	-4.677	148000
edamame (feat. Rich Brian)	bbno$	72	edamame (feat. Rich Brian)	77	0.815	0.848	-4.704	133707
I Hate U	SZA	82	I Hate U	79	0.535	0.388	-9.805	174000
She Wolf (Falling to Pieces)	YES YES	54	She Wolf (Falling to Pieces)	0	0.592	0.719	-5.044	171028
Memories	Coopex	60	Memories	64	0.745	0.862	-4.18	138453
Ameno Amapiano Remix (You Wanna Bamba)	Goya Menor	52	Ameno Amapiano Remix (You Wanna Bamba)	68	0.807	0.898	-5.837	227101
Say My Name	Why Not	36	Say My Name	54	0.773	0.74	-5.052	160026
Woman	Doja Cat	88	Planet Her	89	0.824	0.764	-4.175	172627
Leave The Door Open	Bruno Mars	86	Leave The Door Open	31	0.586	0.616	-7.964	242096
I AM WOMAN	Emmy Meli	59	I AM WOMAN	76	0.646	0.471	-9.247	232813
Paint It Black	Dame Dame	48	Paint It Black	56	0.69	0.741	-7.405	146190
Vacation	Dirty Heads	65	Vacation	67	0.736	0.751	-5.588	209722
Free Falling Love	Lucas Estrada	63	Free Falling Love	58	0.771	0.932	-3.727	155000
Ocean Drive	Harddope	49	Ocean Drive	51	0.645	0.868	-6.861	197000
Kiss Me More (feat. SZA)	Doja Cat	88	Kiss Me More (feat. SZA)	82	0.762	0.701	-3.541	208867
Beggin'	Måneskin	78	Chosen	86	0.714	0.8	-4.808	211560
The Hills	Farux	45	The Hills	48	0.656	0.778	-6.838	129717
Young Folks	Jungle Jonsson	40	Young Folks	48	0.75	0.731	-7.367	174222
good 4 u	Olivia Rodrigo	85	SOUR	88	0.563	0.664	-5.044	178147
Complicated	Nito-Onna	61	Complicated	52	0.724	0.692	-4.997	152126
Jalebi Baby (Tesher x Jason Derulo)	Tesher	61	Jalebi Baby (Tesher x Jason Derulo)	73	0.691	0.829	-7.179	169154
You Don't Know Me	Dame Dame	48	You Don't Know Me	49	0.701	0.836	-6.521	157320
Talking to the Moon	Bruno Mars	86	Doo-Wops & Hooligans	76	0.498	0.59	-4.721	217867
Say It Right	MØRFI	39	Say It Right	50	0.764	0.793	-6.506	129677
Astronaut In The Ocean	Masked Wolf	68	Astronaut In The Ocean	79	0.778	0.695	-6.865	132780
Creep	Naeleck	61	Creep	65	0.615	0.829	-4.567	203226
Counting Stars	Farux	45	Counting Stars	54	0.659	0.721	-6.877	144935
Buss It	Erica Banks	54	Buss It	0	0.918	0.434	-9.541	188735
When You Were Young	Amero	46	When You Were Young	31	0.806	0.845	-4.753	128095
Apologize	Farux	45	Apologize	48	0.677	0.71	-7.108	129410
Beauty And A Beat	Glamii	38	Beauty And A Beat	36	0.746	0.866	-3.113	138750
Why	Padé	39	Why (with WLHELMINA)	38	0.61	0.902	-4.351	154839
Better Days (NEIKED x Mae Muller x Polo G)	NEIKED	68	Better Days (NEIKED x Mae Muller x Polo G)	83	0.717	0.671	-5.077	160657
The Motto	Tiësto	82	The Motto	87	0.754	0.763	-4.627	164819
Need to Know	Doja Cat	88	Planet Her	85	0.664	0.609	-6.509	210560
Whatever You Like	DLAY	34	Whatever You Like	49	0.687	0.679	-9.426	144677
MONEY	LISA	70	LALISA	79	0.831	0.554	-9.998	168228
Freaks	Surf Curse	69	Freaks	85	0.345	0.941	-9.918	147062
Heart of Glass	Nito-Onna	61	Heart of Glass	54	0.75	0.838	-5.132	144245
Blinding Lights	The Weeknd	93	After Hours	90	0.514	0.73	-5.934	200040
Thot Shit	Megan Thee Stallion	82	Thot Shit	72	0.95	0.693	-3.424	184635
Mr. Saxobeat	Nito-Onna	61	Mr. Saxobeat	43	0.696	0.899	-5.812	159927
Moves Like Jagger	Timemachine	35	Moves Like Jagger	46	0.552	0.831	-7.228	199687
Pumped Up Kicks	Madism	66	Pumped Up Kicks	75	0.669	0.687	-4.753	145161
Beautiful Mistakes (feat. Megan Thee Stallion)	Maroon 5	85	JORDI (Deluxe)	82	0.713	0.676	-5.483	227395
RAPSTAR	Polo G	83	RAPSTAR	49	0.789	0.536	-6.862	165926
Lies	Dame Dame	48	Lies	37	0.823	0.771	-6.055	156885
Ready 4 Luv - TMLH Summer Mix	CAZZETTE	50	Ready 4 Luv (TMLH Summer Mix)	55	0.679	0.869	-4.701	170040
Ain't Shit	Doja Cat	88	Planet Her	81	0.855	0.488	-4.601	174253
Wellerman - Sea Shanty / 220 KID x Billen Ted Remix	Nathan Evans	66	Wellerman (Sea Shanty / 220 KID x Billen Ted Remix)	77	0.722	0.893	-3.255	116750
So Pretty	Reyanna Maria	51	So Pretty	66	0.799	0.543	-6.094	85742
Todo De Ti	Rauw Alejandro	89	Todo De Ti	82	0.78	0.718	-3.605	199604
Write This Down (Instrumental)	SoulChef	55	Escapism: Instrumentals	1	0.826	0.738	-4.658	188421
Peaches (feat. Daniel Caesar & Giveon)	Justin Bieber	90	Justice	86	0.677	0.696	-6.181	198082
positions	Ariana Grande	87	positions	3	0.736	0.802	-4.759	172325
Slow Down	Coopex	60	Slow Down	0	0.715	0.72	-3.906	138779
What If	HOURS	35	What If	0	0.609	0.777	-5.879	154286
Running Away	VANO 3000	55	Running Away	72	0.58	0.696	-10.91	111787
Aesthetic	Xilo	39	Aesthetic	2	0.714	0.594	-10.63	158436
Levitating (feat. DaBaby)	Dua Lipa	88	Future Nostalgia	85	0.702	0.825	-3.787	203064
Work from Home	Coopex	60	Work from Home	54	0.845	0.669	-7.886	151680
Bundles (feat. Taylor Girlz)	Kayla Nicole	54	Bundles (feat. Taylor Girlz)	67	0.939	0.682	-5.931	154806
Sweater Weather	The Neighbourhood	83	I Love You.	90	0.612	0.807	-2.81	240400
As It Was	Michael Shynes	52	As It Was	46	0.595	0.812	-5.623	124571
Follow Me	Senhit	44	Follow Me	60	0.707	0.867	-4.355	158247
Calling My Phone	Lil Tjay	79	Calling My Phone	15	0.907	0.393	-7.636	205458
Wicked Game	YES YES	54	Wicked Game	55	0.755	0.835	-6.727	143040
You Right	Doja Cat	88	Planet Her	84	0.828	0.621	-6.414	186173
Whoopty	CJ	63	Whoopty	74	0.719	0.648	-7.6	123263
Electric Love	BØRNS	67	Dopamine	82	0.611	0.797	-7.627	218107
When Hello Means Goodbye	Alex Alexander	46	On My Way	44	0.741	0.475	-7.665	158160
More Than A Woman - From "Saturday Night Fever" Soundtrack	Bee Gees	75	How Can You Mend A Broken Heart	76	0.601	0.703	-6.24	196213
Friday (feat. Mufasa & Hypeman) - Dopamine Re-Edit	Riton	68	Friday (feat. Mufasa & Hypeman) [Dopamine Re-Edit]	83	0.824	0.862	-3.424	169153
Hawái	Maluma	83	PAPI JUANCHO	77	0.783	0.727	-3.454	199112
Mood (feat. iann dior)	24kGoldn	74	Mood (feat. iann dior)	18	0.7	0.722	-3.558	140526
Paid	Astelle	32	Paid	39	0.861	0.631	-10.286	180923
drivers license	Olivia Rodrigo	85	drivers license	29	0.585	0.436	-8.761	242014
Lemonade	Internet Money	72	Lemonade (feat. Gunna, Don Toliver & NAV)	76	0.799	0.66	-6.153	195429
K Boy Bye	Astelle	32	K Boy Bye	39	0.547	0.865	-5.058	166354
Up	Cardi B	81	Up (Instrumental)	70	0.868	0.795	-6.044	156945
Just The Two of Us	Kauai45	50	Just The Two of Us	67	0.592	0.214	-13.468	117037
Play With Me	Ana Shine	39	Play With Me	48	0.714	0.666	-6.012	178261
Best Friend (feat. Doja Cat)	Saweetie	73	Best Friend (feat. Doja Cat) [Remix EP]	45	0.84	0.766	-4.12	155884
Cupid's Chokehold / Breakfast in America	Gym Class Heroes	68	The Papercut Chronicles	77	0.72	0.744	-6.938	243773
Forever	Nadia Gattas	46	Forever	51	0.75	0.879	-4.88	181308
The Business	Tiësto	82	The Business	83	0.798	0.62	-7.079	164000
telepatía	Kali Uchis	78	Sin Miedo (del Amor y Otros Demonios) ∞	82	0.653	0.524	-9.016	160191
Gravity (feat. Tyler, The Creator)	Brent Faiyaz	80	Gravity (feat. Tyler, The Creator)	72	0.539	0.615	-8.746	214693
motive (with Doja Cat)	Ariana Grande	87	Positions (Deluxe)	57	0.789	0.742	-5.664	167990
Feel Your Love	Yusuf Alev	46	Feel Your Love	43	0.68	0.778	-6.294	172714
Lost on You	sad girls	48	Lost on You	53	0.599	0.692	-4.43	144349
Good Days	SZA	82	Good Days	81	0.436	0.655	-8.37	279204
What You Know Bout Love	Pop Smoke	83	Shoot For The Stars Aim For The Moon	81	0.709	0.548	-8.493	160000
Rude Boy	YES YES	54	Rude Boy	50	0.739	0.734	-6.062	174858
WAP (feat. Megan Thee Stallion)	Cardi B	81	WAP (feat. Megan Thee Stallion)	80	0.935	0.454	-7.509	187541
Savage Love (Laxed - Siren Beat)	Jawsh 685	63	Savage Love (Laxed - Siren Beat)	77	0.767	0.481	-8.52	171375
dirty laundry	blackbear	80	deadroses	65	0.766	0.64	-8.899	165600
HOLIDAY	Lil Nas X	81	HOLIDAY	73	0.81	0.511	-6.924	154998
WITHOUT YOU	The Kid LAROI	83	F*CK LOVE (SAVAGE)	80	0.662	0.413	-7.357	161385
Fly	Alex D'Rosso	56	Fly	53	0.676	0.842	-5.98	134857
ROCKSTAR (feat. Roddy Ricch)	DaBaby	82	BLAME IT ON BABY	80	0.746	0.69	-7.956	181733
34+35	Ariana Grande	87	Positions	80	0.83	0.585	-6.476	173711
Rover (feat. DTG)	S1mba	64	Rover (feat. DTG)	78	0.613	0.624	-6.66	167917
Put Your Records On	Ritt Momney	60	Put Your Records On	1	0.399	0.492	-10.777	210463
Mood Swings (feat. Lil Tjay)	Pop Smoke	83	Shoot For The Stars Aim For The Moon	78	0.48	0.602	-6.335	213333
Therefore I Am	Billie Eilish	88	Therefore I Am	75	0.889	0.34	-7.773	174321
Wild & Free	Nander	37	Wild & Free	39	0.474	0.722	-6.209	149231
Glad You Came	Braaheim	59	Glad You Came	48	0.732	0.919	-4.634	190879
For The Night (feat. Lil Baby & DaBaby)	Pop Smoke	83	Shoot For The Stars Aim For The Moon	80	0.823	0.586	-6.606	190476
Backyard Boy	Claire Rosinkranz	63	BeVerly Hills BoYfRiEnd	0	0.819	0.642	-7.037	129241
TKN (feat. Travis Scott)	ROSALÍA	83	TKN (feat. Travis Scott)	72	0.776	0.509	-6.266	129371
Say It Right	Coopex	60	Say It Right	60	0.712	0.816	-6.56	128095
Without You	Baby Bluu	31	Without You	49	0.625	0.698	-5.804	132625
Play Date	Melanie Martinez	78	Cry Baby (Deluxe Edition)	78	0.68	0.729	-5.077	179867
Freak	Doja Cat	88	Freak	72	0.688	0.716	-5.702	284480
Falling Down	Andrew Nagy	32	Falling Down	38	0.574	0.852	-9.051	165854
Wait a Minute!	WILLOW	76	ARDIPITHECUS	86	0.764	0.705	-5.279	196520
Banana (feat. Shaggy) - DJ FLe - Minisiren Remix	Conkarah	53	Banana (feat. Shaggy) [DJ FLe - Minisiren Remix]	65	0.824	0.854	-5.312	210329
Over You	Myrrhe	26	Over You	37	0.863	0.325	-7.864	126314
FLIP THE SWITCH (feat. Drake)	Quavo	79	QUAVO HUNCHO	67	0.853	0.637	-5.924	156195
The Boss	Coopex	60	The Boss	47	0.734	0.789	-5.328	133810
Party Girl	StaySolidRocky	59	Party Girl	71	0.728	0.431	-9.966	147800
Love Me Again	CPX	52	Love Me Again	46	0.798	0.824	-5.642	134400
Renee	SALES	61	Renee	65	0.924	0.386	-8.183	179125
Don't Rush (feat. Headie One)	Young T & Bugsey	60	Don't Rush (feat. Headie One)	63	0.961	0.461	-8.684	207640
Right Here Waiting	Boostereo	52	Right Here Waiting	0	0.639	0.704	-7.332	180522
THE SCOTTS	THE SCOTTS	58	THE SCOTTS	76	0.716	0.537	-7.648	165978
Cool for the Summer	Alex D'Rosso	56	Cool for the Summer	49	0.805	0.871	-5.716	171696
Kiss Me	Lucas Estrada	63	Kiss Me	47	0.588	0.685	-8.08	146669
Red Flag	Pia Baris	18	Red Flag	31	0.715	0.706	-5.804	137431
One too Many Times	JRL	44	One Too Many Times	47	0.721	0.778	-6.53	141636
Boys Ain't Shit	SAYGRACE	58	Boys Ain't Shit	64	0.826	0.615	-4.729	175884
Boss Bitch	Doja Cat	88	Boss Bitch	78	0.707	0.955	-4.593	134240
Only Girl	Coopex	60	Only Girl	52	0.792	0.832	-4.406	146465
Tap In	Saweetie	73	Tap In	67	0.954	0.696	-7.117	139413
Forever	Gianni Blu	46	Forever	54	0.753	0.75	-4.314	167040
Rather Be	Cabuizee	40	Rather Be	46	0.706	0.895	-3.879	163884
Savage	Megan Thee Stallion	82	Suga	70	0.843	0.741	-5.609	155497
Blueberry Faygo	Lil Mosey	70	Certified Hitmaker	75	0.774	0.554	-7.909	162547
Break My Heart	Dua Lipa	88	Future Nostalgia	78	0.73	0.729	-3.434	221820
On My Way	Alex Alexander	46	On My Way	40	0.67	0.544	-5.506	200840
Astronomia	Vicetone	63	Astronomia	60	0.653	0.945	-2.634	198095
The Box	Roddy Ricch	80	Please Excuse Me for Being Antisocial	81	0.896	0.586	-6.687	196653
What's up?	LeXxìv	32	What's up?	43	0.641	0.597	-7.06	186000
Supalonely	BENEE	67	STELLA & STEVE	72	0.863	0.631	-4.689	223480
Toosie Slide	Drake	95	Dark Lane Demo Tapes	69	0.83	0.49	-8.82	247059
Don't Start Now	Dua Lipa	88	Don't Start Now	79	0.794	0.793	-4.521	183290
Be Kind (with Halsey)	Marshmello	83	Be Kind (with Halsey)	77	0.63	0.633	-7.088	172762
Intentions (feat. Quavo)	Justin Bieber	90	Changes	77	0.806	0.546	-6.637	212867
Old Times	Xtinctor	21	Old Times	38	0.581	0.718	-5.631	184516
Hey, Soul Sister	LANDR	41	Hey, Soul Sister	41	0.642	0.725	-7.89	196583
Later Bitches	The Prince Karma	50	Later Bitches	49	0.769	0.518	-6.563	247976
Life Is Good (feat. Drake)	Future	87	Life Is Good (feat. Drake)	77	0.676	0.609	-5.831	237735
WHATS POPPIN	Jack Harlow	84	WHATS POPPIN	4	0.923	0.604	-6.671	139741
Let Her Go	LANDR	41	Let Her Go	44	0.712	0.803	-7.206	201005
Sunday Best	Surfaces	71	Where the Light Is	77	0.878	0.525	-6.832	158571
DÁKITI	Dame Dame	48	DÁKITI	47	0.726	0.815	-5.092	147367
Say So	Doja Cat	88	Hot Pink	80	0.787	0.673	-4.583	237893
In Your Eyes	The Weeknd	93	After Hours	79	0.667	0.719	-5.371	237520
Falling	Trevor Daniel	66	Falling	15	0.785	0.431	-8.756	159382
Let It Go	Dame Dame	48	Let It Go	38	0.769	0.796	-7.37	130286
death bed (coffee for your head)	Powfu	71	death bed (coffee for your head)	82	0.726	0.431	-8.765	173333
That Way	Lil Uzi Vert	85	That Way	62	0.719	0.611	-5.01	212354
Baby I'm Yours	Breakbot	57	By Your Side	69	0.829	0.792	-3.755	215507
BOP	DaBaby	82	KIRK	76	0.769	0.787	-3.909	159715
OUT WEST (feat. Young Thug)	JACKBOYS	65	JACKBOYS	77	0.802	0.591	-4.895	157712
Blinding Lights	The Weeknd	93	Blinding Lights	18	0.513	0.796	-4.075	201573
When the Sun Goes Down	Martin van Lectro	39	When the Sun Goes Down	37	0.544	0.748	-5.556	148999
Skechers	DripReport	54	Skechers	0	0.907	0.332	-9.828	106031
ROXANNE	Arizona Zervas	66	ROXANNE	78	0.621	0.601	-5.616	163636
Shooting Stars	Bag Raiders	53	Bag Raiders (Deluxe)	0	0.649	0.716	-6.232	235813
The Git Up	Blanco Brown	60	The Git Up	3	0.847	0.678	-8.635	200594
Payphone	Faruk Orman	43	Payphone	45	0.721	0.707	-7.953	128825
I Don't Care (with Justin Bieber)	Ed Sheeran	90	I Don't Care (with Justin Bieber)	78	0.798	0.675	-5.041	219947
hot girl bummer	blackbear	80	hot girl bummer	5	0.778	0.559	-7.109	185093
Demons	CPX	52	Demons	56	0.7	0.848	-5.473	129693
Girls Like You (feat. Cardi B) - Cardi B Version	Maroon 5	85	Red Pill Blues (Deluxe)	74	0.851	0.541	-6.825	235545
Without Me	Halsey	83	Without Me	77	0.752	0.488	-7.05	201661
Plug Walk	Rich The Kid	67	The World Is Yours	70	0.876	0.519	-6.531	175230
California Dreaming	Jorm	42	California Dreaming	53	0.717	0.865	-4.126	152323
Rockstar	Ilkay Sencan	61	Rockstar	69	0.771	0.826	-3.978	212280
Falling for U	Peachy!	57	Falling for U	1	0.516	0.358	-12.018	124000
Lovely	Alfons	58	Lovely	45	0.504	0.677	-6.954	159023
The Less I Know The Better	Tame Impala	78	Currents	84	0.64	0.74	-4.083	216320
Dandelions	Ruth B.	75	Safe Haven	90	0.609	0.692	-2.958	233720
Jimmy Cooks (feat. 21 Savage)	Drake	95	Honestly, Nevermind	92	0.529	0.673	-4.711	218365
Good Looking	Suki Waterhouse	64	Good Looking	80	0.377	0.558	-9.076	214800
INFERNO	Sub Urban	67	INFERNO	71	0.82	0.611	-5.02	133134

Charts

Here is a scatter plot showing the relationship between track popularity and artist popularity. Clearly, there is a positive correlation, meaning that a track tends to be more popular when its artist already established some fame. Also, on this scatter plot, there are more data gathered on the top right section, indicating that among these TikTok viral songs, most of them are popular songs made by popular artists. However, there still are some tracks made by popular artists that have less listeners, which can be figured as a possible sign that quality and efforts being paid into the creation play a critical role in track popularity, even when the artists are already well renowned.

Follows another scatter plot between danceability and energy of the songs. It is often believed that especially on social media that have short videos as their major content, the danceability and energy will all tend to be high. Then, how are these two factors connected to each other? From the scatter plot we can see there is not a very clear linear correlation between the two, but obviously, almost all tracks that are popular on TikTok have danceability no lower than 0.5, indicating as a very strong factor.

Last but not least, a histogram of track duration in ms. People have been arguing that for commercial benefits, (mostly pop) songs are getting shorter and shorter throughout the years, decreasing from over 3:30 to 5:00 to less than 3. Although it does help with streaming and sales, the quality of music is sunstantially limited. From this histogram, we can see that the most common duration of TikTok popular songs have a length between 2:30 to 2:54, and the graph is rightly-skewed, showing that there are more data in the lower section, namely more tracks with lower duration. Thus, the trend of decreasing music duration is clearly indicated in TikTok context and even worse.