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Takeaways Many data professionals struggle with knowing where to start with new datasets. Asking the right questions is crucial for effective data analysis. The AI tool summarizes data and generates exploratory questions. Real-world data analysis is often messier than textbook examples. The tool is designed to help users gain analytical momentum. It can be beneficial for new hires, students, and experienced analysts alike. The tool is not a replacement for deep thinking but a partner for better thinking. Users have reported increased confidence when using the tool for interviews. Future developments include adding visualization support and custom question tones. Better questions lead to better insights and career growth. Medium Blog: https://medium.com/data-science-collective/how-i-built-an-ai-that-thinks-like-a-data-analyst-69fba12ad08d Free Blog: https://mukundansankar.substack.com/p/how-i-built-an-ai-that-thinks-like

Highlights  Australian singer-songwriter Tones and I and North Carolina-born/Eastern Europe-raised rapper Ashnikko are some of the first notable case studies in TikTok virality. How are they capitalizing on it?Mission   Good morning, it’s Rutger here at Chartmetric with your 3-minute Data Dump where we upload charts, artists, and playlists into your brain so you can stay up on the latest in the music data world.We’re on the socials at “chartmetric” — that’s Chartmetric, one word and no “S.” Follow us on LinkedIn, Instagram, Twitter, or Facebook, and talk to us! We’d love to hear from you.DateThis is your Data Dump for Friday, Oct. 18, 2019.The Young Female Artists Capitalizing on Their TikTok ViralityAs TikTok’s popularity intensifies, so does the scrutiny, which is why the National Music Publishers’ Association recently claimed the platform “consistently violated US copyright law and the rights of songwriters and music publishers.”Whether or not this is true, it’s clear the platform-on-the-rise, which is making its mark as a new breeding ground for discovery, is benefiting some creatives substantially.We first noticed 19-year-old Australian singer-songwriter Tones and I’s “Dance Monkey,” for instance, on the TikTok charts a couple of months back. At the time, the Sony artist’s Spotify footprint was promising, but not exactly huge.When “Dance Monkey” first came out in May, she had around 3.5K Followers.Once July hit and the TikToks started pouring in, her Spotify Follower stats rose precipitously, from 15K in July to 30K in August, 70K in September, and 150K this month.Four of the Top 44 TikTok videos are still sporting “Dance Monkey” soundtracks, and the song is still in the Top 200 on TikTok’s track charts. There’s a similar story happening with North Carolina-born and Eastern Europe-raised rapper Ashnikko, aka Ashton Casey.23-year-old Ashnikko, who embraces Japanese anime and video game references, recently dropped the collaborative track “STUPID” with Yung Baby Tate, and her TikTok climb is stunning. Six of the Top 44 TikTok videos are already using her track, and she’s also in the Top 200 on TikTok’s track charts.Right now, her stats across other platforms like Spotify are exhibiting a growth pattern similar to Tones and I’s when she first started carving out her TikTok niche, so all indications point to Ashnikko being an artist to watch going into 2020 — and not just on TikTok.With edgy, stylish teenage phenom Billie Eilish having worked wonders for Universal — are Tones and I and Ashnikko, respectively, Sony and Warner’s rebuttal? OutroThat’s it for your Daily Data Dump for Friday, Oct. 18, 2019. This is Rutger from Chartmetric.Free accounts are available at chartmetric.com And article links and show notes are at: podcast.chartmetric.comIf you haven’t downloaded 6MO, our Global Music Industry Data Report, yet, you can find it all across our socials and in our show notes!Happy Friday, have a great weekend, and we’ll see you next week!