All Episodes

October 21, 2025 β€’ 31 mins

Help us become the #1 Data Podcast by leaving a rating & review! We are 67 reviews away!

Data meets music 🎢 β€” Avery sits down with Chris Reba, a data analyst who’s studied over 1 million songs, to reveal what the numbers say about how hits are made. From uncovering Billboard chart fraud to exploring how TikTok reshaped music, this episode breaks down the art and science behind every beat.

πŸ’Œ Join 30k+ aspiring data analysts & get my tips in your inbox weekly πŸ‘‰ https://www.datacareerjumpstart.com/newsletter

πŸ†˜ Feeling stuck in your data journey? Come to my next free "How to Land Your First Data Job" training πŸ‘‰ https://www.datacareerjumpstart.com/training

πŸ‘©β€πŸ’» Want to land a data job in less than 90 days? πŸ‘‰ https://www.datacareerjumpstart.com/daa

πŸ‘” Ace The Interview with Confidence πŸ‘‰ https://www.datacareerjumpstart.com//interviewsimulator

⌚ TIMESTAMPS

ο»Ώ00:00 - Intro: How Chris analyzed 1M+ songs using data

01:10 - What data reveals about hit songs and music trends

03:30 - Combining qualitative and quantitative analysis

07:00 - The 1970s Billboard chart fraud explained

10:45 - Why key changes disappeared from modern pop

13:30 - How hip-hop changed song structure and sound

14:10 - TikTok’s influence on the music industry

16:10 - Inside Chris’s open-source music dataset

22:10 - Best tools for music data analysis (SQL, Python, Datawrapper)

27:45 - Advice for aspiring music data analysts

πŸ”— CONNECT WITH CHRIS

πŸ“• Order Chris's Book: https://www.bloomsbury.com/us/uncharted-territory-9798765149911

πŸ“Š Check out Chris's Music Dataset: https://docs.google.com/spreadsheets/d/1j1AUgtMnjpFTz54UdXgCKZ1i4bNxFjf01ImJ-BqBEt0/edit?gid=1974823090#gid=1974823090

πŸ’Œ Subscribe to Chris's' Newsletter: https://www.cantgetmuchhigher.com

πŸ“² Follow Chris on TikTok: https://www.tiktok.com/@cdallarivamusic

πŸ”— CONNECT WITH AVERY

πŸŽ₯ YouTube Channel

🀝 LinkedIn

πŸ“Έ Instagram

🎡 TikTok

πŸ’» Website

Mentioned in this episode:

πŸŽ‰ The 2026 Cohort of The Data Analytics Accelerator πŸŽ‰

Ready to land your data job in 2025? We're starting the 2026 Cohort on January 5th. This bootcamp is everything you need to land your first data job. Check out our New Year's sale & bonuses: https://datacareerjumpstart.com/daa

https://www.datacareerjumpstart.com/daa

Mark as Played
Transcript

Advertise With Us

Popular Podcasts

Stuff You Should Know
My Favorite Murder with Karen Kilgariff and Georgia Hardstark

My Favorite Murder with Karen Kilgariff and Georgia Hardstark

My Favorite Murder is a true crime comedy podcast hosted by Karen Kilgariff and Georgia Hardstark. Each week, Karen and Georgia share compelling true crimes and hometown stories from friends and listeners. Since MFM launched in January of 2016, Karen and Georgia have shared their lifelong interest in true crime and have covered stories of infamous serial killers like the Night Stalker, mysterious cold cases, captivating cults, incredible survivor stories and important events from history like the Tulsa race massacre of 1921. My Favorite Murder is part of the Exactly Right podcast network that provides a platform for bold, creative voices to bring to life provocative, entertaining and relatable stories for audiences everywhere. The Exactly Right roster of podcasts covers a variety of topics including historic true crime, comedic interviews and news, science, pop culture and more. Podcasts on the network include Buried Bones with Kate Winkler Dawson and Paul Holes, That's Messed Up: An SVU Podcast, This Podcast Will Kill You, Bananas and more.

Music, radio and podcasts, all free. Listen online or download the iHeart App.

Connect

Β© 2025 iHeartMedia, Inc.