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Kalshi · Culture · event · KXSECPRESSMENTION

Kalshi Sec Press mentions Historical Data

Every Kalshi “Sec Press mentions” contract of the day — every trade print and the complete Level-2 book, captured co-located with nanosecond venue and receive timestamps. 124 trading days as day bundles, €1 per day, bought as a guest with instant download.

Trading days
124
Coverage
March 2026 – present
Archive size
510 MB
Price per day
€1
Activity & identifier

Sec Press mentions on Kalshi — activity

Trades and USD turnover summed over every contract of the series across 21 captured days to 2026-11-01, from the recorded tick data — the per-day averages divide by the captured days. Buy share, quoted spread (in contract price cents, 0..1 = 100 ¢), best-bid/ask depth and Level-2 update counts are turnover-weighted over the same window.

Series ticker
KXSECPRESSMENTION
Avg trades / day
169
Avg turnover / day
$1.5K
Captured days
21
Trades (30d)
3,550
Turnover (30d)
$31.4K
Contracts traded / day
9
Buy share
73 %
Avg spread
10.9 ¢
Top-1 depth
$1.0K
L2 updates / day
124.9K
L2 updates / trade
739.1
30d vs prior 30d
−42.7 %
Since 2026-08-09
19.1K trades · $104.6K
Record day
$26.5K · 2026-10-13
Files on latest day
26
What's in a bundle

One purchase, the whole series for a day

A series-day bundle contains every Sec Press mentions contract that was listed on Kalshi on that UTC day — traded or not — 26 contract files on the latest covered day. Each file carries the full raw feed: every trade print with price, size and side, plus Level-2 order-book updates, in the same zstd-compressed schema as our crypto venues. Event contracts quote 0..1; turnover is USD-normalized.

Coverage runs March 2026 – present — 124 trading days, 510 MB compressed in total. A day typically holds 29 contract files (up to 53 on the busiest day, 39.1 MB). Pick individual days in the shop calendar for €1 each; delivery is an instant per-file download or one archive for the whole day.

Month by month

Sec Press mentions — development since capture

19,136 trades and $104.6K of USD turnover over 59 captured days since 2026-08-09 — record day 2026-10-13 with $26.5K, biggest single contract KXSECPRESSMENTION-26SEP15-OIL (SECPRESSMENTION · OIL) (2026-09-14, $3.5K).

MonthDaysTradesTurnover (USD)Avg / dayContracts tradedL2 updatesvs previous month
Nov 2026 (month to date)113$37.73$37.739164.6K—
Oct 2026203,537$31.3K$1.6K1752.5M−34.5 %
Sep 20261511,803$47.9K$3.2K3934.9M+89.2 %
Aug 2026233,783$25.3K$1.1K4992.8M—

Kalshi Sec Press mentions — trades and USD turnover summed per calendar month (UTC) over every contract, from our own daily statistics of the recorded tick data. Days = captured UTC days; a partial month shows no month-over-month change. Contracts traded and L2 (order-book) updates exist for days captured with the extended statistics.

When it trades

Sec Press mentions — activity by weekday

Tuesdays carry the most turnover, about $8.8K per day.

Weekday (UTC)Avg turnover / dayUSDAvg tradesDays
Monday$396.5147.333
Tuesday$8.8K9233
Wednesday$86.14203
Thursday$77.8519.673
Friday$895.321233
Saturday$133.5234.333
Sunday$28.7163

Kalshi Sec Press mentions — average USD turnover and trades per weekday over the captured days of the last 30, from our own daily statistics; weekdays without a captured day show —.

Daily statistics

Sec Press mentions — last 30 days in the archive

Files, size, contracts traded, trades, USD turnover, buy share, quoted spread, top-of-book depth and order-book updates per UTC day, from the recorded tick data.

UTC dayFilesSizeTradedTradesTurnoverBuy shareAvg spreadTop-1 depthL2 updatesNotes
2026-11-01264.31 MB913$37.7396 %17.1 ¢$13.04164.6KBuy day →
2026-10-31264.96 MB823$38.3496 %12.5 ¢$9.45190.6KBuy day →
2026-10-30265.44 MB1032$111.5172 %16.0 ¢$5.9211.1KBuy day →
2026-10-29262.49 MB1124$76.2497 %15.9 ¢$6.2792.2KBuy day →
2026-10-28262.88 MB623$69.7466 %16.5 ¢$4.96110.3KBuy day →
2026-10-27262.86 MB615$33.78100 %14.0 ¢$5.68108.6KBuy day →
2026-10-26262.04 MB819$34.6883 %10.8 ¢$10.574.9KBuy day →
2026-10-2526984 KB724$33.6526 %12.4 ¢$1133.4KBuy day →
2026-10-2426816 KB510$36.6797 %13.8 ¢$4.9327.6KBuy day →
2026-10-23262.62 MB34$1.389 %10.4 ¢$3.498.6KBuy day →
2026-10-22263.89 MB516$44.8499 %8.08 ¢$4.15150.1KBuy day →
2026-10-2126949 KB412$38.42100 %7.34 ¢$12.1630.9KBuy day →
2026-10-20261.67 MB68$30.92100 %16.1 ¢$8.7262.1KBuy day →
2026-10-19261.93 MB510$32.198 %14.7 ¢$5.0774.6KBuy day →
2026-10-18262.64 MB311$14.73100 %7.07 ¢$2.97101.0KBuy day →
2026-10-17267.02 MB1070$325.5590 %8.75 ¢$5.66277.1KBuy day →
2026-10-16263.21 MB15333$2.6K50 %10.1 ¢$21.4126.3KBuy day →
2026-10-1526855 KB819$112.47100 %16.4 ¢$9.9729.9KBuy day →
2026-10-14262.10 MB1025$150.2699 %19.2 ¢$8.0882.1KBuy day →
2026-10-135312.6 MB292,746$26.5K74 %10.8 ¢$1.2K501.0KBuy day →
2026-10-12241.91 MB16113$1.1K94 %12.2 ¢$87.7276.7KBuy day →
2026-09-153016.2 MB302,754$5.4K57 %3.32 ¢$17.02610.6KBuy day →
2026-09-143039.1 MB303,883$12.5K55 %3.59 ¢$15.481.6MBuy day →
2026-09-13303.16 MB291,004$2.9K58 %4.89 ¢$6.63111.7KBuy day →
2026-09-12304.04 MB29334$1.1K90 %7.14 ¢$4.4580.3KBuy day →
2026-09-11301.48 MB26168$622.3988 %7.72 ¢$7.2843.7KBuy day →
2026-09-10301.04 MB1671$143.0424 %6.08 ¢$10.934.0KBuy day →
2026-09-09302.09 MB2298$246.1171 %8.87 ¢$5.7674.5KBuy day →
2026-09-08307.32 MB28203$729.0960 %9.18 ¢$3.89284.6KBuy day →
2026-09-07302.81 MB27224$70671 %7.69 ¢$5.06104.5KBuy day →

Traded = contracts with at least one trade that day. Buy share = taker-buy side of USD turnover. Avg spread = quoted bid-ask spread in contract price cents (0..1 = 100 ¢), weighted by turnover across the day’s contracts. Top-1 depth = mean of the best bid and best ask notional in USD, weighted by turnover. L2 updates = order-book level updates recorded across all contracts of the day. Days captured before the extended statistics show —.

Contracts

Most traded Sec Press mentions contracts by day

The ten contracts with the most USD turnover per UTC day — open, high, low, close, VWAP and the outcome implied by the last print; the six previous days fold out below.

The 9 most traded Sec Press mentions contracts on 2026-11-01 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 9 still open at the last print: 13 trades, $37.73 USD turnover. The busiest contract was KXSECPRESSMENTION-27FEB01-IRAN with $19.46 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXSECPRESSMENTION-27FEB01-IRAN SECPRESSMENTION · IRAN0.6000.6100.6000.6100.603open2$19.46100 %19.7 ¢$18.0517.5Kbuy file →
KXSECPRESSMENTION-27FEB01-DEMO SECPRESSMENTION · DEMO0.5400.6000.5400.6000.600open1$4.86100 %10.7 ¢$15.4110.2Kbuy file →
KXSECPRESSMENTION-27FEB01-OIL SECPRESSMENTION · OIL0.5400.5600.5400.5600.559open2$4.84100 %12.8 ¢$4.71.9Kbuy file →
KXSECPRESSMENTION-27FEB01-NUCL SECPRESSMENTION · NUCL0.3600.5200.3600.5200.506open2$4.49100 %15.8 ¢$3.0610.5Kbuy file →
KXSECPRESSMENTION-27FEB01-ILLE SECPRESSMENTION · ILLE0.6000.6000.6000.6000.600open1$1.95100 %24.5 ¢$12.2216.9Kbuy file →
KXSECPRESSMENTION-27FEB01-ECON SECPRESSMENTION · ECON0.5500.5500.3800.3800.380open1$1.160 %14.6 ¢$2.889.2Kbuy file →
KXSECPRESSMENTION-27FEB01-ELEC SECPRESSMENTION · ELEC0.5500.5500.5500.5500.550open1$0.49100 %15.8 ¢$3.264.5Kbuy file →
KXSECPRESSMENTION-27FEB01-NQE SECPRESSMENTION · NQE0.0700.1100.0600.0600.093open2$0.2976 %5.35 ¢$0.85466buy file →
KXSECPRESSMENTION-27FEB01-BIDE SECPRESSMENTION · BIDE0.3300.3300.3000.3000.300open1$0.190 %18.2 ¢$2.155.6Kbuy file →

Prices quote 0..1 (probability of Yes). Open/high/low/close/VWAP are that UTC day’s trade prints per contract; the implied outcome reads the last print — ≥ 0.97 as Yes, ≤ 0.03 as No, anything between as still open — venues publish the official result. Buy share = taker-buy side of turnover; spread = the contract's turnover-weighted quoted bid-ask spread in cents, top-1 depth = mean best-bid/ask notional per side, L2 updates = order-book level updates recorded for the contract that day. “Settles” is the venue-listed close time of the contract where the venue publishes one (UTC).

2026-10-31 — 8 contracts, 23 trades, $38.34 turnover

The 8 most traded Sec Press mentions contracts on 2026-10-31 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 8 still open at the last print: 23 trades, $38.34 USD turnover. The busiest contract was KXSECPRESSMENTION-27FEB01-DEMO with $14.79 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXSECPRESSMENTION-27FEB01-DEMO SECPRESSMENTION · DEMO0.6200.6200.5400.5400.541open3$14.79100 %10.8 ¢$17.8914.9Kbuy file →
KXSECPRESSMENTION-27FEB01-AFFO SECPRESSMENTION · AFFO0.4600.4900.3000.4900.419open5$6.0280 %16.4 ¢$2.4611.0Kbuy file →
KXSECPRESSMENTION-27FEB01-NQE SECPRESSMENTION · NQE0.0600.1100.0600.0700.108open5$6.0298 %4.45 ¢$1.13110buy file →
KXSECPRESSMENTION-27FEB01-ECON SECPRESSMENTION · ECON0.4800.5500.4800.5500.550open2$5.82100 %20.3 ¢$7.2210.4Kbuy file →
KXSECPRESSMENTION-27FEB01-ILLE SECPRESSMENTION · ILLE0.2700.6000.2700.6000.530open5$4.82100 %12.4 ¢$6.4413.6Kbuy file →
KXSECPRESSMENTION-27FEB01-ELEC SECPRESSMENTION · ELEC0.5400.5500.5400.5500.550open1$0.53100 %19.0 ¢$3.128.4Kbuy file →
KXSECPRESSMENTION-27FEB01-OIL SECPRESSMENTION · OIL0.4400.5400.4400.5400.540open1$0.24100 %13.0 ¢$2.26.8Kbuy file →
KXSECPRESSMENTION-27FEB01-BORD SECPRESSMENTION · BORD0.5600.6400.5600.6400.640open1$0.1100 %22.8 ¢$9.5310.4Kbuy file →
2026-10-30 — 10 contracts, 32 trades, $111.51 turnover

The 10 most traded Sec Press mentions contracts on 2026-10-30 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 10 still open at the last print: 32 trades, $111.51 USD turnover. The busiest contract was KXSECPRESSMENTION-27FEB01-ELEC with $43.34 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXSECPRESSMENTION-27FEB01-ELEC SECPRESSMENTION · ELEC0.3700.5400.3700.5400.488open8$43.34100 %16.0 ¢$2.468.9Kbuy file →
KXSECPRESSMENTION-27FEB01-TRUM SECPRESSMENTION · TRUM0.7700.7700.6200.6200.629open3$30.20 %17.6 ¢$13.18127buy file →
KXSECPRESSMENTION-27FEB01-AFFO SECPRESSMENTION · AFFO0.2900.4600.2900.4600.305open5$16.89100 %17.1 ¢$2.9210.7Kbuy file →
KXSECPRESSMENTION-27FEB01-INFL SECPRESSMENTION · INFL0.6000.6000.5900.5900.593open2$7.26100 %16.4 ¢$5.96.9Kbuy file →
KXSECPRESSMENTION-27FEB01-CALI SECPRESSMENTION · CALI0.1700.1700.0900.0900.090open2$6.17100 %10.4 ¢$1.29811buy file →
KXSECPRESSMENTION-27FEB01-IRAN SECPRESSMENTION · IRAN0.6000.6000.6000.6000.600open1$2.92100 %16.3 ¢$7.089.6Kbuy file →
KXSECPRESSMENTION-27FEB01-NQE SECPRESSMENTION · NQE0.0600.1200.0600.0600.106open8$2.6290 %4.63 ¢$1.39376buy file →
KXSECPRESSMENTION-27FEB01-DEMO SECPRESSMENTION · DEMO0.6100.6200.6100.6200.620open1$0.98100 %11.6 ¢$17.315.7Kbuy file →
KXSECPRESSMENTION-27FEB01-OIL SECPRESSMENTION · OIL0.6300.6300.4400.4400.440open1$0.770 %19.6 ¢$14.4311.1Kbuy file →
KXSECPRESSMENTION-27FEB01-VENE SECPRESSMENTION · VENE0.3000.3600.3000.3600.360open1$0.36100 %14.7 ¢$1.7521.2Kbuy file →
2026-10-29 — 10 contracts, 23 trades, $75.27 turnover

The 10 most traded Sec Press mentions contracts on 2026-10-29 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 10 still open at the last print: 23 trades, $75.27 USD turnover. The busiest contract was KXSECPRESSMENTION-27FEB01-INFL with $19.45 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXSECPRESSMENTION-27FEB01-INFL SECPRESSMENTION · INFL0.4100.6000.4100.6000.596open2$19.45100 %9.09 ¢$5.141.6Kbuy file →
KXSECPRESSMENTION-27FEB01-VENE SECPRESSMENTION · VENE0.3400.3400.2600.3000.299open2$15.26100 %14.3 ¢$3.317.0Kbuy file →
KXSECPRESSMENTION-27FEB01-FAKE SECPRESSMENTION · FAKE0.3900.4000.3900.4000.399open4$10.54100 %24.3 ¢$3.274.2Kbuy file →
KXSECPRESSMENTION-27FEB01-IRAN SECPRESSMENTION · IRAN0.5700.6000.5700.6000.600open1$9.73100 %17.9 ¢$15.7613.8Kbuy file →
KXSECPRESSMENTION-27FEB01-ECON SECPRESSMENTION · ECON0.2700.4800.2700.4800.475open2$9.59100 %20.7 ¢$7.243.9Kbuy file →
KXSECPRESSMENTION-27FEB01-FRAU SECPRESSMENTION · FRAU0.2300.4900.2300.4900.451open4$4.81100 %16.1 ¢$2.864.2Kbuy file →
KXSECPRESSMENTION-27FEB01-BIDE SECPRESSMENTION · BIDE0.3000.3300.3000.3300.330open1$2.410 %21.1 ¢$6.344.2Kbuy file →
KXSECPRESSMENTION-27FEB01-NQE SECPRESSMENTION · NQE0.0600.1100.0600.0600.103open5$1.3895 %3.99 ¢$1.77881buy file →
KXSECPRESSMENTION-27FEB01-BORD SECPRESSMENTION · BORD0.5000.5600.5000.5600.560open1$1.12100 %20.3 ¢$9.482.7Kbuy file →
KXSECPRESSMENTION-27FEB01-OIL SECPRESSMENTION · OIL0.5600.6300.5600.6300.630open1$0.98100 %18.7 ¢$15.767.7Kbuy file →
2026-10-28 — 6 contracts, 23 trades, $69.74 turnover

The 6 most traded Sec Press mentions contracts on 2026-10-28 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 6 still open at the last print: 23 trades, $69.74 USD turnover. The busiest contract was KXSECPRESSMENTION-27FEB01-BORD with $30.92 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXSECPRESSMENTION-27FEB01-BORD SECPRESSMENTION · BORD0.3600.5000.3600.5000.491open4$30.92100 %15.2 ¢$2.827.5Kbuy file →
KXSECPRESSMENTION-27FEB01-ECON SECPRESSMENTION · ECON0.6600.6600.2700.2700.402open9$25.058 %18.3 ¢$3.843.5Kbuy file →
KXSECPRESSMENTION-27FEB01-IRAN SECPRESSMENTION · IRAN0.5300.5700.5300.5700.570open1$10.26100 %16.7 ¢$1415.8Kbuy file →
KXSECPRESSMENTION-27FEB01-NQE SECPRESSMENTION · NQE0.0500.1100.0500.0600.081open7$1.3854 %4.35 ¢$1.56326buy file →
KXSECPRESSMENTION-27FEB01-AFFO SECPRESSMENTION · AFFO0.2900.2900.2900.2900.290open1$1.16100 %21.8 ¢$1.02217buy file →
KXSECPRESSMENTION-27FEB01-OIL SECPRESSMENTION · OIL0.5600.5600.5600.5600.560open1$0.97100 %20.5 ¢$16.028.3Kbuy file →
2026-10-27 — 6 contracts, 15 trades, $33.78 turnover

The 6 most traded Sec Press mentions contracts on 2026-10-27 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 6 still open at the last print: 15 trades, $33.78 USD turnover. The busiest contract was KXSECPRESSMENTION-27FEB01-IRAN with $23.16 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXSECPRESSMENTION-27FEB01-IRAN SECPRESSMENTION · IRAN0.5200.5300.4900.5300.521open6$23.16100 %13.6 ¢$6.1511.3Kbuy file →
KXSECPRESSMENTION-27FEB01-OIL SECPRESSMENTION · OIL0.5000.5600.5000.5600.550open3$7.21100 %15.1 ¢$5.339.5Kbuy file →
KXSECPRESSMENTION-27FEB01-ICE SECPRESSMENTION · ICE0.2500.2600.2500.2600.252open2$1.51100 %12.7 ¢$1.996.9Kbuy file →
KXSECPRESSMENTION-27FEB01-TARI SECPRESSMENTION · TARI0.2500.2600.2500.2600.252open2$1.51100 %16.8 ¢$3.933.6Kbuy file →
KXSECPRESSMENTION-27FEB01-FAKE SECPRESSMENTION · FAKE0.3600.3900.3600.3900.390open1$0.29100 %17.9 ¢$6.853.8Kbuy file →
KXSECPRESSMENTION-27FEB01-NQE SECPRESSMENTION · NQE0.0700.0700.0500.0500.050open1$0.10 %4.61 ¢$1.47255buy file →
2026-10-26 — 8 contracts, 19 trades, $34.68 turnover

The 8 most traded Sec Press mentions contracts on 2026-10-26 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 8 still open at the last print: 19 trades, $34.68 USD turnover. The busiest contract was KXSECPRESSMENTION-27FEB01-TRUM with $11.28 turnover.

ContractOpenHighLowCloseVWAPImplied outcomeTradesTurnoverBuy shareSpreadTop-1 depthL2 updates
KXSECPRESSMENTION-27FEB01-TRUM SECPRESSMENTION · TRUM0.6800.7700.6800.7700.761open3$11.28100 %8.14 ¢$23.89210buy file →
KXSECPRESSMENTION-27FEB01-ECON SECPRESSMENTION · ECON0.5900.6600.5900.6600.644open3$8.13100 %16.8 ¢$3.5410.9Kbuy file →
KXSECPRESSMENTION-27FEB01-IRAN SECPRESSMENTION · IRAN0.3700.5200.3700.5200.511open3$5.02100 %11.4 ¢$2.67.0Kbuy file →
KXSECPRESSMENTION-27FEB01-NQE SECPRESSMENTION · NQE0.0600.0700.0600.0700.070open1$4.660 %4.65 ¢$5.38567buy file →
KXSECPRESSMENTION-27FEB01-ELEC SECPRESSMENTION · ELEC0.4300.4300.3700.3700.370open1$1.85100 %14.9 ¢$1.8411.0Kbuy file →
KXSECPRESSMENTION-27FEB01-FAKE SECPRESSMENTION · FAKE0.3400.3600.3400.3600.360open3$1.5423 %3.23 ¢$6.541.9Kbuy file →
KXSECPRESSMENTION-27FEB01-OIL SECPRESSMENTION · OIL0.5500.5500.5000.5000.532open2$1.47100 %16.7 ¢$9.141.5Kbuy file →
KXSECPRESSMENTION-27FEB01-AFFO SECPRESSMENTION · AFFO0.0800.2900.0800.2900.243open3$0.73100 %13.9 ¢$0.975.4Kbuy file →
Contract anatomy

How a Sec Press mentions contract trades

Listed ahead
2.0 h
Tick size
0.01
Contracts measured
9
Quoted in
USD

On Kalshi, a Sec Press mentions contract trades until its event settles, is listed roughly 2.0 h before it opens, and quotes in 1 ¢ price steps (0..1). Measured on the 9 contracts captured on 2026-11-01.

Free sample

Try a Sec Press mentions contract file for free

The busiest contract of a settled day, byte-identical to the files in the paid bundle — download the native tick file, a CSV/Parquet export, or replay its order book in the browser.

KXSECPRESSMENTION-27FEB01-ECON2026-10-24 (UTC) · 184 KB · 3 trades · $24.29 turnover · 0.580 → 0.590Full tick file: every trade print and Level-2 order-book update of the contract on that day, zstd-compressed JSON lines — no account needed.
Replay
Intraday profile

KXSECPRESSMENTION-27FEB01-ECON minute by minute — 2026-10-24

One-minute open/high/low/close, trades, USD turnover, quoted spread and top-of-book depth of the sample contract — the same 1-minute statistics every instrument’s analytics page offers.

KXSECPRESSMENTION-27FEB01-ECON traded in 1 of the day’s minutes (21:33–21:33 UTC): 3 trades, $24.29 turnover, opening at 0.580, ranging 0.580–0.590 and closing at 0.590.

Minute (UTC)OpenHighLowCloseTradesTurnoverSpreadTop-1 bid / ask
21:330.5800.5900.5800.5903$24.2912.2 ¢$4.58 / $8.21

1-minute statistics computed from the recorded ticks; minutes without a trade are omitted. Spread in contract price cents; top-1 depth = resting notional at the best bid / best ask. Every minute of every day is in the free analytics; the raw ticks are in the sample file above.

Build a bot

Build a Sec Press mentions model on this data

Every resolved Sec Press mentions contract is a labelled example — a count, a score, a date or a name — and the day bundle holds its full order-book path and trade tape, nanosecond-stamped. The statistics on this page cover the most traded contracts per day; the bundle holds every contract listed on Kalshi that day.

Contract-days traded since 2026-08-09
1,076

Split by time, never at random — adjacent contracts share a regime, and a random split leaks it into the test set. The training-data hub covers labels, leakage and walk-forward validation.

Purchased data is for your own use — backtesting, research, analytics and training your own models, in-house or in your own products; the trained models and derived data you build from it are yours. The raw files and tick streams themselves may not be redistributed, resold or published. The full terms are on the data license page.

Why CryptoStruct

Why buy Kalshi Sec Press mentions data here

Four things every page on this site is built on — and the reason the numbers above exist at all.

We record everything

The complete public feed of each venue as it was published: every Level-2 snapshot and update at the venue's full book depth, every trade with its aggressor side, every quote, funding, mark-price and liquidation event — for every instrument the venue lists, every UTC day since we added the venue. Nothing sampled, no top-N cut, no on-demand capture.

Institutional grade

Captured co-located at the venue with the exchange timestamp and our receive timestamp in integer nanoseconds, an event-id chain that makes any gap visible, and one normalized schema across 35+ venues — the same capture our own high-frequency trading engine and enterprise feeds run on.

€1 per instrument-day

Any instrument-day is €1, series-day bundles start at €1 — no subscription, no minimum order, no tiers to unlock. Credit packs lower the effective price and never expire, and every venue has free full-day samples to test against first.

Self-service for everyone

Pick the days in the Data Shop, pay by card as a guest and download immediately — no sales call, no enterprise contract, no KYC. Coding agents buy the same files through the MCP server, and the free Agent Skill teaches them the format.

Agents: /llms.txt · MCP server /mcp · every page as markdown via Accept: text/markdown

FAQ

Kalshi Sec Press mentions data — FAQ

What Kalshi Sec Press mentions data can I download?

Tick-by-tick trades and Level-2 order-book depth for every contract of the Sec Press mentions series on Kalshi (26 contract files on the latest day). One bundle = one UTC day of the whole series.

What is the Kalshi series ticker for Sec Press mentions?

KXSECPRESSMENTION — every contract of the series carries this prefix in its ticker (followed by the event date and strike). Files in a day bundle are named by the full contract ticker, so a bundle holds every KXSECPRESSMENTION-* contract listed that UTC day.

How far back does the Sec Press mentions data go?

Coverage runs March 2026 – present — 124 trading days in total.

What format are the Kalshi files in?

One zstd-compressed text file per contract per UTC day, in the same normalized schema as our crypto venues — see the market-data specification; free samples on the downloads page.

Can I get Kalshi Sec Press mentions data as CSV or Parquet?

Yes — trades export as gzipped CSV or Parquet at no extra cost, with integer microsecond UTC timestamps that load straight into pandas, polars or DuckDB. Kalshi records full order-book depth without a separate BBO stream, so book data ships in the native tick file — the free reader script converts it locally. See the formats overview.

How much does Kalshi Sec Press mentions historical data cost?

€1 per series-day bundle — every contract of the series for that day — no subscription, no minimum order; buy as a guest in the Data Shop and download immediately. Credit packs lower the effective price and never expire.

Do I need an account or a sales call?

No. Pick the Sec Press mentions series-days in the Data Shop, pay by card as a guest and download immediately — no subscription, no minimum order, no KYC, no enterprise contract, no sales call. Coding agents buy the same bundles through the MCP server.

How is the Kalshi Sec Press mentions data captured?

Co-located at the venue, message by message: every Level-2 update and every trade print carries the exchange timestamp and our receive timestamp in integer nanoseconds, an event-id chain makes any gap visible, and one normalized schema across 35+ venues means a parser written for Binance reads these files unchanged. It is the same capture our own high-frequency trading engine runs on — nothing sampled, no top-N cut.

How many Sec Press mentions contracts trade per day on Kalshi?

On average 9 Sec Press mentions contracts had at least one trade per UTC day over the last 21 captured days on Kalshi, with about 124.9K order-book level updates recorded per day. A day bundle contains every contract file of the series for that day.

How liquid are Kalshi Sec Press mentions contracts?

Over the last 21 captured days, the turnover-weighted quoted bid-ask spread was 10.9 ¢ (contracts quote 0..1 = 100 ¢), the mean best-bid/best-ask notional was about $1.0K per side, 73 % of USD turnover was taker-buy. These figures are computed from the recorded Level-2 order books and trade prints — the same data in the day bundles.

What was the most traded Sec Press mentions contract on 2026-11-01?

KXSECPRESSMENTION-27FEB01-IRAN (SECPRESSMENTION · IRAN) — $19.46 USD turnover over 2 trades on Kalshi. The 9 most traded contracts of the series did 13 trades and $37.73 that UTC day. Open, high, low, close and VWAP per contract are listed on this page; the tick-level data is in the day bundle.

What was the busiest Sec Press mentions trading day on Kalshi?

2026-10-13, with $26.5K of USD turnover over 2,746 trades across every Sec Press mentions contract of the day; the busiest full month was Sep 2026 at $47.9K. Since our statistics began on 2026-08-09 the series has recorded 19,136 trades and $104.6K over 59 captured days; the single biggest contract was KXSECPRESSMENTION-26SEP15-OIL (SECPRESSMENTION · OIL) on 2026-09-14 with $3.5K. Any of these days is a downloadable bundle.

Which weekday does Kalshi Sec Press mentions trade most?

Tuesdays — about $8.8K of USD turnover per Tuesday and 85 % of the series' turnover over the 21 captured days to 2026-11-01 on Kalshi, summed from every trade print of the series' contracts. The weekday profile on this page shows all seven days; the day bundles carry the full tape behind them.

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