Sign up to save your podcasts
Or
Share 182: This Data Analyst Has Analyzed 1M+ Songs (here’s everything he knows)
Share to email
Share to Facebook
Share to X
Share to email
Share to Facebook
Share to X
Or
182: This Data Analyst Has Analyzed 1M+ Songs (here’s everything he knows)
Help us become the #1 Data Podcast by leaving a rating & review! We are 67 reviews away!
Data meets music 🎶 — 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.
💌 Join 30k+ aspiring data analysts & get my tips in your inbox weekly 👉 https://www.datacareerjumpstart.com/newsletter
🆘 Feeling stuck in your data journey? Come to my next free "How to Land Your First Data Job" training 👉 https://www.datacareerjumpstart.com/training
👩💻 Want to land a data job in less than 90 days? 👉 https://www.datacareerjumpstart.com/daa
👔 Ace The Interview with Confidence 👉 https://www.datacareerjumpstart.com//interviewsimulator
⌚ TIMESTAMPS
00:00 - 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
🔗 CONNECT WITH CHRIS
📕 Order Chris's Book: https://www.bloomsbury.com/us/uncharted-territory-9798765149911
📊 Check out Chris's Music Dataset: https://docs.google.com/spreadsheets/d/1j1AUgtMnjpFTz54UdXgCKZ1i4bNxFjf01ImJ-BqBEt0/edit?gid=1974823090#gid=1974823090
💌 Subscribe to Chris's' Newsletter: https://www.cantgetmuchhigher.com
📲 Follow Chris on TikTok: https://www.tiktok.com/@cdallarivamusic
🔗 CONNECT WITH AVERY
🎥 YouTube Channel
🎵 TikTok
💻 Website
Mentioned in this episode:
Join the last cohort of 2025!
The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!
To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get:
✅ A discount on your enrollment
🎁 6 bonus gifts, including job listings, interview prep, AI tools + more
If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.
👉 Join the December Cohort & Claim Your Bonuses:
https://DataCareerJumpstart.com/daa
https://www.datacareerjumpstart.com/daa
View all episodes
By Avery Smith - Data Career Coach
5
161161 ratings
Help us become the #1 Data Podcast by leaving a rating & review! We are 67 reviews away!
Data meets music 🎶 — 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.
💌 Join 30k+ aspiring data analysts & get my tips in your inbox weekly 👉 https://www.datacareerjumpstart.com/newsletter
🆘 Feeling stuck in your data journey? Come to my next free "How to Land Your First Data Job" training 👉 https://www.datacareerjumpstart.com/training
👩💻 Want to land a data job in less than 90 days? 👉 https://www.datacareerjumpstart.com/daa
👔 Ace The Interview with Confidence 👉 https://www.datacareerjumpstart.com//interviewsimulator
⌚ TIMESTAMPS
00:00 - 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
🔗 CONNECT WITH CHRIS
📕 Order Chris's Book: https://www.bloomsbury.com/us/uncharted-territory-9798765149911
📊 Check out Chris's Music Dataset: https://docs.google.com/spreadsheets/d/1j1AUgtMnjpFTz54UdXgCKZ1i4bNxFjf01ImJ-BqBEt0/edit?gid=1974823090#gid=1974823090
💌 Subscribe to Chris's' Newsletter: https://www.cantgetmuchhigher.com
📲 Follow Chris on TikTok: https://www.tiktok.com/@cdallarivamusic
🔗 CONNECT WITH AVERY
🎥 YouTube Channel
🎵 TikTok
💻 Website
Mentioned in this episode:
Join the last cohort of 2025!
The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!
To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get:
✅ A discount on your enrollment
🎁 6 bonus gifts, including job listings, interview prep, AI tools + more
If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.
👉 Join the December Cohort & Claim Your Bonuses:
https://DataCareerJumpstart.com/daa
https://www.datacareerjumpstart.com/daa
More shows like Data Career Podcast: Helping You Land a Data Analyst Job FAST
View all
BiggerPockets Real Estate Podcast
16,748 Listeners
Marketplace Morning Report
924 Listeners
The Mindset Mentor
13,587 Listeners
The Side Hustle Show
1,596 Listeners
Data Skeptic
478 Listeners
Find Your Dream Job: Insider Tips for Finding Work, Advancing your Career, and Loving Your Job
619 Listeners
The Tony Robbins Podcast
6,395 Listeners
Super Data Science: ML & AI Podcast with Jon Krohn
303 Listeners
Kwik Brain with Jim Kwik
4,843 Listeners
Masters of Scale
3,981 Listeners
DataFramed
268 Listeners
Career Contessa
475 Listeners
On Purpose with Jay Shetty
27,506 Listeners
The Mel Robbins Podcast
19,781 Listeners
HBR On Leadership
169 Listeners