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kalshi historical data / economics / KXNHMAPLE
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New Hampshire maple syrup production, tick by tick.
Kalshi series KXNHMAPLE: order book and trades, 2026-09-27 → 2026-10-23.

The order-book and trade history of Kalshi's New Hampshire maple syrup production series (a new event every year): top of book on every change, the 25-level book on every change in YES terms, every trade with the taker's side, and Kalshi's own ticker, with exchange timestamps to the millisecond. Captured by us from Kalshi's websocket on two independent legs and checked against the exchange's own book snapshots.

27 days2026-09-27 → 2026-10-23 · every day since its first · ~560 kB per day · 15 MB on disk · 5 open markets
pull KXNHMAPLE days →schemapricing

What a KXNHMAPLE day contains

Four parquet files per day, every market of the series in each. Sizes are this series' own averages over its 27 days on disk.

Top of book (every change)kalshi_l1

Best YES bid and ask with sizes and the spread, one row whenever either changed, derived tick by tick from the rebuilt book: not Kalshi's conflated ticker.

~54 kB per KXNHMAPLE day
Order book, 25 levels, every changekalshi_l2

The whole ladder after every book event, in YES terms (the NO bids become the asks, at their sizes), 25 levels a side: wide columns bid_px_1 … ask_sz_25, plus the exchange's own hourly snapshots. Each row is self-contained, so you can start reading mid-day.

~436 kB per KXNHMAPLE day
Tradeskalshi_trades

Every trade: YES and NO price, size in contracts, the taker's side, block-trade flag, trade id.

~7 kB per KXNHMAPLE day
Kalshi ticker (~1 s)kalshi_ticker

Kalshi's own ticker feed, about one update a second per market: last price, YES bid/ask with sizes, cumulative volume and open interest in contracts and dollars.

~64 kB per KXNHMAPLE day

KXNHMAPLE markets

The 5 closing nearest to now, from Kalshi's daily market list. Each is a row key (market_ticker) in every table, captured from the day it opens until it settles.

Will New Hampshire’s maple syrup production in 2027 be above 130,000 gallons?: Above 130,000 gallonsKXNHMAPLE-27JUN30-T130000closes 2027-06-30 13:59 UTC
Will New Hampshire’s maple syrup production in 2027 be above 140,000 gallons?: Above 140,000 gallonsKXNHMAPLE-27JUN30-T140000closes 2027-06-30 13:59 UTC
Will New Hampshire’s maple syrup production in 2027 be above 150,000 gallons?: Above 150,000 gallonsKXNHMAPLE-27JUN30-T150000closes 2027-06-30 13:59 UTC
Will New Hampshire’s maple syrup production in 2027 be above 160,000 gallons?: Above 160,000 gallonsKXNHMAPLE-27JUN30-T160000closes 2027-06-30 13:59 UTC
Will New Hampshire’s maple syrup production in 2027 be above 170,000 gallons?: Above 170,000 gallonsKXNHMAPLE-27JUN30-T170000closes 2027-06-30 13:59 UTC

Coverage notes for KXNHMAPLE

  • First day on disk: 2026-09-27. That is the day our Kalshi capture began, not the series' launch. New days are added daily.
  • Trades before 2026-09-27. Kalshi's historical API has no tick-level order book, so earlier KXNHMAPLE trades are in the whole-exchange trades history (from 2021-06-30, one file a day): filter market_ticker to this series' markets, which start with KXNHMAPLE-.
  • The first day starts at 11:00 UTC. Our capture began at 11:00 UTC on 27 September 2026: 13 hours that day, not 24, and no CF Benchmarks index file (that capture starts on the 28th).
  • A book-quality dip on 2026-09-29. During a pipeline cutover 10,255 exchange snapshots disagreed with the rebuilt book (41 to 1,378 on every other day) and 16,678 negative levels were clamped to zero. The book resynchronises at every exchange snapshot; trades and ticker are unaffected.
  • Every bundle ships a README with the schemas and, per day, how often the rebuilt book matched the exchange's own snapshots, for your exact range.

Pricing

A month of KXNHMAPLE, every table, is about 16 MB. Bought for Kalshi, Starter ($29/mo) carries top of book, trades and the ticker for every series plus one series of your choice, KXNHMAPLE if you like, at full book depth; L10 ($49/mo) carries every series' book at 10 levels and L25 ($99/mo) the full 25-level book. Each includes 7 days before you join and every day after. Any free account can pull 2026-10-07, any series, up to 1.0 GB.

Starter: KXNHMAPLE at full depth →L10: every series at 10 levelsL25: every series, 25 levelsfree sample day

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