Qatar Stock Exchange Data Platform
Real-time market data platform
Real-time prices, indices, trades
Brent, WTI, Natural Gas, Heating Oil
S&P 500, VIX, Treasury Yields, Gold, DXY, Emerging Markets
KSA, UAE, Kuwait, Qatar, Gulf ETFs
Using exchange_time method for QSE market data.
Energy & Global collectors use database primary key constraints.
1. Database (TimescaleDB) → 2. Local CSV → 3. Cloud (S3/GCS)
All times are in Asia/Qatar (UTC+3)
16 symbols (US indices, Treasury yields, Gold, Global indices)
5 ETFs (Saudi, UAE, Kuwait, Qatar, Gulf)