vidipta fulpadia

📜🕵️‍♂️Storytelling through Data
🔍 Aspiring Data Analyst | Data Scientist | 📊 Currently Learning Power BI
🚀 Documenting my journey to become a Data Analyst

[vidipta fulpadia @VFulpadia]

🚨 New Series Announcement:

10 Weeks of Storytelling with Data🎯

I want to focus the upcoming weeks on building solid, real-world projects. But like many of you, I’ve also been facing the challenge of finding my niche and ideas.

[vidipta fulpadia @VFulpadia]

Hey guys, haven’t been too active lately
Life happened.
Between freelance work, job technical rounds & a sinus infection, this break ended up longer than planned.

But I’m back & will try to be regular as I resume my series.

Life gets tough sometimes, how do you all manage it?

[vidipta fulpadia @VFulpadia]

📊 Healthcare Project Update

✅ Completed: Encounter & Cost Overview (trends, payer coverage, procedure costs)

Next: Deep dive into Patient Behavior —
• Unique admissions per quarter
• 30-day readmissions
• High-risk patients with frequent readmissions

[vidipta fulpadia @VFulpadia]

Analyzing and Building stuff!
Till now explored the Encounters (details of each time a patient interacts):
- Total Encounters every year
- % of Encounter of each class per year
- % of encounters were over 24 hours versus under 24 hours?

Now deep dive into the cost and admission

[vidipta fulpadia @VFulpadia]

These terms make healthcare data more structured & analyzable.
Did you know any of these? Any others that I missed?
Drop it below ⬇️

[vidipta fulpadia @VFulpadia]

If you’ve ever looked at hospital data, you’ll see words like SNOMED CT, line items, encounter types… and wonder 🤔

“What do these mean?”

Let’s decode them with examples 👇

[vidipta fulpadia @VFulpadia]

5. DRG (Diagnosis-Related Group)
A way hospitals group patient cases for payment.

💡 Example:
All patients admitted for “pneumonia” might be grouped under DRG 193 for billing purposes.

[vidipta fulpadia @VFulpadia]

✅Missing and Duplicate data handled
✅Dimension and fact tables identified
✅Data modelling completed

Small yet feels like strong progress

[vidipta fulpadia @VFulpadia]

@Obi_Chii Awesome! Keep at it

[vidipta fulpadia @VFulpadia]

Healthcare is entering an era where data doesn’t just inform treatment

It saves lives.

Which medical condition have you heard that data has tackled?

[vidipta fulpadia @VFulpadia]

📊 Data Saves Lives. Literally.

While diving into healthcare data, I came across a Johns Hopkins study that left me speechless!

An AI+Data system that helps doctors catch sepsis hours earlier, cutting death risk by 20%. 🧵

[vidipta fulpadia @VFulpadia]

Why it works:

- Adapts to each hospital’s workflow
- Explains its recommendations (transparency = trust)
- Tracks patients from admission → discharge
- Cuts false alarms drastically