B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Dated

$45,000,000,000

$45,000,000,000 -- festival retail spending for Diwali shoppers in India (2023)

2023  · Confederation of All India Traders (CAIT)

Diwali spending in India neared $45 billion in 2023 according to the Confederation of All India Traders (CAIT).

  • The source states spending 'neared' $45 billion
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Attribution: Confederation of All India Traders (CAIT) View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
$45,000,000,000
Unit
Currency Usd
Data Vintage
2023
Entity
Diwali shoppers in India
Geography
IN
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

60/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
35
Freshness
95
Confederation of All India Traders (CAIT) Primary Tier B
https://calgary.citynews.ca/2024/10/30/diwali-2024-lights-up-halloween-festivities/ ↗
Confidence: 52/100 Vintage: 2023 Channel: Deep Crawl
Source Article
Diwali 2024 lights up Halloween festivities
Diwali 2024 lights up Halloween festivities Posted Oct 30, 2024 3:17 am. Last Updated Oct 30, 2024 7:24 am. On a typical Halloween night, neighbourhoods across Canada transform with eerie decorations and grinning jack-o’-lanterns, welcoming trick-or-treaters young and old. This year, however, it may…
Original Research
Confederation of All India Traders (CAIT) · Original study ↗

Estimate from the Confederation of All India Traders (CAIT), cited by CityNews Calgary

Methodology documented
IndustryRetail RegionIN
Plain Text
Diwali shoppers in India: $45,000,000,000 festival retail spending. Source: Confederation of All India Traders (CAIT) (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/diwali-spending-india-45b-2023
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<blockquote cite="https://lighthousedata.io/data/diwali-spending-india-45b-2023" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>$45,000,000,000</strong> -- festival retail spending for Diwali shoppers in India<br><small>Source: Confederation of All India Traders (CAIT) (2023) · <a href="https://lighthousedata.io/data/diwali-spending-india-45b-2023" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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