Veda is from the Sanskrit वेद (Veda — knowledge, sacred wisdom) — from Proto-Indo-European weid-. Veda is one of the Sanskrit feminine + unisex names — central to traditional Hindu heritage. Sanskrit feminine name reflecting Hindu civilizational heritage.
Veda does not currently appear in the US Social Security Administration's top 1,000 girls' names, so we don't publish a US rank or birth count for it. That says nothing about the name's standing elsewhere in the world — only that it sits outside the ranked US data we rely on.
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In Pythagorean numerology the letters of Veda reduce to 5, The Seeker. This is a traditional interpretive system, not a factual claim about the name.