References

* **Government of Karnataka Official Portal:** Authorized state government announcements and administrative data. * **Census of India (2011):** Primary source for demographic and literacy statistics. * **Karnataka State Tourism Development Corporation (KSTDC):** Information on heritage sites, ecotourism, and travel. * **Invest Karnataka:** Official state portal for foreign direct investment, industrial nodes, and tech statistics. * **Ministry of Environment, Forest and Climate Change, Govt of India:** Data regarding tiger populations and National Parks. * **World Bank / RBI Reports:** Economic indicators and state GDP profiles. * **Wikipedia:** Broad historical, cultural, and geographic overviews of Karnataka and its districts.