Financial Data Analysis · Part 1
1. API Programming with Python
Everything to get you started with creating programs using Financial APIs in Python.
SC
Samuel Chan
12 min read
Meet us in Singapore: Samuel Chan is speaking at GovTech STACK 2026, Marina Bay Sands on 3 November.
Supertype Notes
Financial Data Analysis
Working with market data, financial APIs, and the tooling that tames them in Python.
2 articles in this topic
Financial Data Analysis
Financial Data Analysis · Part 2
2. Transforming deeply nested JSON from APIs into Pandas DataFrame
Flatten deeply nested JSON from a financial API into a Pandas DataFrame using pd.json_normalize and the explode method.
SC
Samuel Chan
2 min read
Sectors research
Going deep on Financial Data Analysis? We wrote the book.
We packed the full picture into this report by Evelyn Ong, with the numbers, charts, and context laid out end to end.
Learn it live with our engineers
Claude for Market Analysis
A hands-on workshop for building a personal market-monitoring system with Claude: screen IDX and SGX stocks, set up alerts in plain English, and build a live dashboard with an analyst built in. Beginner-friendly.
October 28, 2026Zoom Conferencing (Online)
Save your seatSeats from Rp490.000 (about $27)
Related topics
Data Engineering
Pipelines, orchestration, and the plumbing that moves data reliably at scale.
Data Science in Industry
Field reports on applying machine learning to messy, high-stakes real-world problems.
Docker & Containers
Practical container workflows for shipping data and AI services with confidence.
Streaming Data
Real-time architectures with Kafka, Spark, and the open source streaming stack.
Keep reading
This is one slice of the catalogue. Browse every topic on the notes index, or subscribe and we will send the next piece your way.
All Supertype Notes
The latest in AI and Enterprise Analytics