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Behind every clean chart is a messy spreadsheet 🧹
This is what a real data cleaning job looks like before it becomes an elegant bar chart — duplicate rows, missing values, inconsistent formatting, all sorted out with Python and Pandas.
#collage attempt: a look inside the data analyst's actual desk, not just the pretty output.
The part where you pull out duplicate rows with Pandas before the bar chart really highlights the messy prep that most people never see.
Thank you so much Johnson!
Appreciate you noticing that part.
Most people skip the cleaning and go straight to charts, but that’s where 80% of the work is.
Glad this helped highlight it!
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✨ A new real-world project — Astrid Mija Contti | Biotherapy & Personal Growth
I'm happy to share a project that means a lot to me: a website designed and developed in Framer for biotherapist Astrid Mija Contti, who trusted me with her project. I'm truly grateful for that trust and the opportunity to bring her vision to life. 🤍
Because this project focuses on biotherapy and personal growth, I wanted the website to feel calm, welcoming, and harmonious from the very first visit.
🪷 The lotus flower became a central part of the visual concept, symbolizing growth, rebirth, and transformation. I originally drew the lotus myself, then used ChatGPT to transform it into a 3D visual. The subtle moving effects were created with PicLumen to bring the experience to life.
Beyond the visual design, the website also features a booking system, which I developed with the assistance of ChatGPT and Codex.
This project allowed me to combine visual storytelling, thoughtful design, and AI-assisted development into a real-world experience tailored to a client's needs.
Thank you, Astrid, for your trust! 🤍
🔗 Explore the website: https://bioterapija-z-astrid-mija-contti.framer.website/
#WebDesign #UIDesign #Framer #WebDevelopment #AIAssistedDesign #RealWorldProject
Congrats on the real-world project! Calm and welcoming from the first visit is exactly what a biotherapy site needs.