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🏆 Announcing the Winners of the dbt™ Data Modeling Challenge - Social Media Edition! 🏆 The results are in, and we’re thrilled to celebrate the incredible data talents who turned raw social media data into valuable insights. Swipe through the images to see our winners and celebrate with us! 🥁 🥇 1st Place ($3,000): Bruno Souza de Lima (Sr. Data Engineer, phData) Bruno’s “Social Media Olympics” explored how winning medals impact athletes’ social media growth across platforms. His analysis revealed surprising findings, like bronze medalists often surpassing silver in social media growth. By blending engaging storytelling with sharp data modeling, Bruno captured the gold! 🥈 2nd Place ($2,000): Jayeson Gao (Sr. Analyst, Instacart) Jayeson unraveled the secrets of TikTok's viral audios, analyzing top sounds from 2019 to mid-2021. His detailed scoring system evaluated consistency, peak performance, and the impact of song attributes. Jayeson’s work stood out for its innovative approach to defining and quantifying TikTok success. 🥉 3rd Place (Tied, $1,000): Mads Spanggaard Christensen (Analytics Engineer, Playable) Mads explored timing and music elements driving TikTok engagement, identifying optimal posting times and how specific music rhythms boost interaction. His insightful heatmaps and clear recommendations offer a data-driven guide for creators aiming to maximize their TikTok reach. 🥉 3rd Place (Tied, $1,000): Hetvi Parekh (Sr. Data Scientist, BitGo) Hetvi’s “Mastering the Art of YouTube” analyzed top trending videos, uncovering key features like concise titles, captions, and expressive thumbnails that drive viral success. Her insights offer creators a clear roadmap to boost engagement and optimize video performance on YouTube. Our judges were genuinely impressed by the level of technical expertise, creativity, and passion poured into each submission. The competition was fierce, making the selection both challenging and inspiring. To all participants: If you didn’t win, remember that this project is a fantastic addition to your portfolio. It highlights your skills and could be a standout feature in your next career move. Huge thanks to our brilliant judges—Lindsay Murphy, Adam Lenning, Izzy Miller, Mehdi Ouazza, and Madison Schott—and our incredible partners Hex and MotherDuck for making this challenge possible. Check the comments for links to the winner's submissions! 👇 🎉 And more exciting news: We’re gearing up for another challenge in October. Stay tuned for details! #paradime #motherduck #duckdb #hex #dbt #sql #datamodeling #paradimedatachallenge

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Check out the winning submissions 👇 1️⃣ Bruno Souza de Lima - "Social Media Olympics": Discover how medal wins impact athletes’ social media growth. https://bit.ly/4e2usTS 2️⃣ Jayeson Gao - "Unraveling TikTok's Viral Audios": Dive into the secrets behind TikTok’s top sounds. https://bit.ly/47twIkS 3️⃣ Mads Christensen - "Timing and Music Elements on TikTok": Find out the best posting times and music elements for engagement. https://bit.ly/3Xm3Mq5 3️⃣ Hetvi Parekh - "Mastering the Art of YouTube": Learn the key features that drive YouTube video success. https://bit.ly/4gr92ld

Kaustav Mitra

Co-founder @paradime.io | I'm hiring 🤘

2w

I was biting my nails to find out 😀. Parabens Bruno Souza de Lima Congrats Jayeson Gao, Mads Spanggaard Christensen, Hetvi Parekh Thanks to y'all, we as a community learn new things and we get to move the centre of gravity forward in our knowledge Amazing stuff and now my weekend read is sorted 😀

Madison Schott

I help data professionals learn analytics engineering skills to apply to their everyday work

2w

Way to go everyone! Such cool findings!

Trey J.

Founder-led company building | ex-Databricks

2w

Congrats to everyone!

Marilia Lima

Ex-Auditora na Secretaria de Estado da Saúde de SC

2w

Parabéns Bruno! Você é um espetáculo! Sucesso!👏👏

Incredible work and effort on this data modelling challenge, congratulations Hetvi Parekh! Your project is super engaging - way to go!

Adrien Sales

Chef de Bureau/Division Manager at OPT New Caledonia

2w

Bravo Andy M. pour ta participation

Khristina Rustanovich

Analytics Engineer | Exploring and Developing Data Solutions

2w

Cool! More data modelling challenges!

Thales Donizeti

Senior Data Engineer || Certified in dbt Snowflake AWS Azure GCP Databricks Terraform Airflow || Alteryx ACE || User Group Leader || 2x Conference Speaker

2w

Bruno Souza de Lima is a beast! Congratulations, brother!

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