{
    "action": "final",
    "content": "The sample above (20 rows, 4 from each monthly table, Jan–May 2022) shows what a typical row looks like: one funding round per company, with its founding year, city, sector, investors, amount and stage.\n\n**What the sample shows**\n- **Columns:** Company Name, Founded, Location, Sector, Investor, Amount, Stage. The raw tables also carry \"What it does\" and \"Founders\", plus ingestion metadata, which I left out of the sample.\n- **Range of deals:** Amounts run from about $1.0M (EsportsXO, RupeeRedee) up to $250M (Chargebee, Feb 2022). Mamaearth ($52M, Jan) and Scaler ($55M, Feb) are other large rounds.\n- **Geography:** Most rows are Indian tech hubs (Bangalore, Gurgaon, Mumbai, Chennai, Pune, New Delhi). Doceree's location is Parsippany, a US town.\n- **Stage:** Values include Seed, Series A, B, C and D, and \"undisclosed\".\n\n**Data quality issues visible in the sample**\n- **Missing stage:** Mamaearth, Scaler, Chargebee and Nautilus Mobile have a blank Stage.\n- **Inconsistent city spelling:** \"Bangalore\" and \"Bengaluru\" both appear, as do \"kanpur\" in lowercase and the misspelling \"Ahemdabad\".\n- **Inconsistent amount formatting:** Amount is stored as text. Most values look like `$52,000,000`, but Doceree's is `12,000,000` with no `$`. Any numeric analysis has to strip the symbol and commas first.\n- **Typos in sector labels:** Examples are \"Oline grocery\" and \"Enviromental Engineering\". Sector wording also varies a lot ('Healthcare,Wellness' versus 'Health, Wellness & Fitness').\n- **Placeholder stage in April:** April rows use \"undisclosed\" for Stage, while other months leave it blank.\n- **Investor field mixes types:** It holds funds (Sequoia, Tiger Global) and individuals (Deepinder Goyal, Kunal Shah), comma-separated in one string.\n- **May table:** The card notes that some May 2022 rows are misaligned or blank, and its Founded column is text rather than a number.\n\nThe sample is 4 rows per month, so it is not proportional to table size (115, 96, 98, 95 and 42 rows). Treat it as an illustration of the formats and quirks, not as a statistical sample."
}