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kalshi historical data / companies / KXSPOTA
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Spotify Annual KPI, tick by tick.
Kalshi series KXSPOTA: order book and trades, 2026-09-27 → 2026-10-23.

The order-book and trade history of Kalshi's Spotify Annual KPI series (a one-off event): 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 · ~447 kB per day · 12 MB on disk · 27 open markets
pull KXSPOTA days →schemapricing

What a KXSPOTA 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.

~35 kB per KXSPOTA 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.

~364 kB per KXSPOTA day
Tradeskalshi_trades

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

~4 kB per KXSPOTA 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.

~45 kB per KXSPOTA day

KXSPOTA markets

The 12 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 Spotify Technology S.A. report Above 790 million total monthly active users in 2026?: Above 790 millionKXSPOTA-28JANMAU-790000000closes 2028-03-31 05:00 UTC
Will Spotify Technology S.A. report Above 800 million total monthly active users in 2026?: Above 800 millionKXSPOTA-28JANMAU-800000000closes 2028-03-31 05:00 UTC
Will Spotify Technology S.A. report Above 810 million total monthly active users in 2026?: Above 810 millionKXSPOTA-28JANMAU-810000000closes 2028-03-31 05:00 UTC
Will Spotify Technology S.A. report Above 820 million total monthly active users in 2026?: Above 820 millionKXSPOTA-28JANMAU-820000000closes 2028-03-31 05:00 UTC
Will Spotify Technology S.A. report Above 830 million total monthly active users in 2026?: Above 830 millionKXSPOTA-28JANMAU-830000000closes 2028-03-31 05:00 UTC
Will Spotify Technology S.A. report Above 840 million total monthly active users in 2026?: Above 840 millionKXSPOTA-28JANMAU-840000000closes 2028-03-31 05:00 UTC
Will Spotify Technology S.A. report Above 850 million total monthly active users in 2026?: Above 850 millionKXSPOTA-28JANMAU-850000000closes 2028-03-31 05:00 UTC
Will Spotify Technology S.A. report Above 308 million premium subscribers in fiscal 2026?: Above 308 millionKXSPOTA-28JANPREMSUBS-308000000closes 2028-03-31 05:00 UTC
Will Spotify Technology S.A. report Above 310 million premium subscribers in fiscal 2026?: Above 310 millionKXSPOTA-28JANPREMSUBS-310000000closes 2028-03-31 05:00 UTC
Will Spotify Technology S.A. report Above 312 million premium subscribers in fiscal 2026?: Above 312 millionKXSPOTA-28JANPREMSUBS-312000000closes 2028-03-31 05:00 UTC
Will Spotify Technology S.A. report Above 314 million premium subscribers in fiscal 2026?: Above 314 millionKXSPOTA-28JANPREMSUBS-314000000closes 2028-03-31 05:00 UTC
Will Spotify Technology S.A. report Above 316 million premium subscribers in 2026?: Above 316 millionKXSPOTA-28JANPREMSUBS-316000000closes 2028-03-31 05:00 UTC

Coverage notes for KXSPOTA

  • 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 KXSPOTA 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 KXSPOTA-.
  • 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 KXSPOTA, every table, is about 13 MB. Bought for Kalshi, Starter ($29/mo) carries top of book, trades and the ticker for every series plus one series of your choice, KXSPOTA 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: KXSPOTA at full depth →L10: every series at 10 levelsL25: every series, 25 levelsfree sample day

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