Kalshi Women's March Madness 1 Seeds Data
Every Kalshi “Women's March Madness 1 Seeds” contract of the day — every trade print and the complete Level-2 book, captured co-located with nanosecond venue and receive timestamps. 189 trading days as day bundles, €1 per day, bought as a guest with instant download.
Women's March Madness 1 Seeds on Kalshi — activity
Trades and USD turnover summed over every contract of the series across 30 captured days to 2026-11-02, 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.
One purchase, the whole series for a day
A series-day bundle contains every Women's March Madness 1 Seeds contract that was listed on Kalshi on that UTC day — traded or not — 35 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 April 2026 – present — 189 trading days, 24.6 MB compressed in total. A day typically holds 35 contract files (up to 35 on the busiest day, 9.23 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.
Women's March Madness 1 Seeds — development since capture
4 trades and $1.79 of USD turnover over 86 captured days since 2026-08-09 — record day 2026-10-24 with $1.03, biggest single contract KXWMARMAD1SEED-27-SCAR (WMARMAD1SEED · SCAR) (2026-10-24, $0.94).
| Month | Days | Trades | Turnover (USD) | Avg / day | Contracts traded | L2 updates | vs previous month |
|---|---|---|---|---|---|---|---|
| Nov 2026 (month to date) | 2 | 0 | $0 | $0 | 0 | 464.3K | — |
| Oct 2026 | 31 | 4 | $1.79 | $0.06 | 4 | 140.4K | — |
| Sep 2026 | 30 | 0 | $0 | $0 | 0 | 5.9K | — |
| Aug 2026 | 23 | 0 | $0 | $0 | 0 | 3.8K | — |
Kalshi Women's March Madness 1 Seeds — 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.
Women's March Madness 1 Seeds — activity by weekday
Saturdays carry the most turnover, about $0.45 per day.
| Weekday (UTC) | Avg turnover / day | USD | Avg trades | Days |
|---|---|---|---|---|
| Monday | $0 | 0 | 5 | |
| Tuesday | $0 | 0.25 | 4 | |
| Wednesday | $0 | 0 | 4 | |
| Thursday | $0 | 0 | 4 | |
| Friday | $0 | 0 | 4 | |
| Saturday | $0.45 | 0.75 | 4 | |
| Sunday | $0 | 0 | 5 |
Kalshi Women's March Madness 1 Seeds — 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 —.
Women's March Madness 1 Seeds — 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 day | Files | Size | Traded | Trades | Turnover | Buy share | Avg spread | Top-1 depth | L2 updates | Notes | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-11-02 | 35 | 9.23 MB | 0 | 0 | $0 | — | — | — | 388.5K | Buy day → | |
| 2026-11-01 | 35 | 1.98 MB | 0 | 0 | $0 | — | — | — | 75.8K | Buy day → | |
| 2026-10-31 | 35 | 553 KB | 1 | 1 | $0.75 | 0 % | 17.8 ¢ | $32.48 | 13.9K | Buy day → | |
| 2026-10-30 | 35 | 574 KB | 0 | 0 | $0 | — | — | — | 14.4K | Buy day → | |
| 2026-10-29 | 35 | 514 KB | 0 | 0 | $0 | — | — | — | 12.6K | Buy day → | |
| 2026-10-28 | 35 | 527 KB | 0 | 0 | $0 | — | — | — | 14.0K | Buy day → | |
| 2026-10-27 | 35 | 546 KB | 1 | 1 | $0.01 | 100 % | — | — | 14.2K | Buy day → | |
| 2026-10-26 | 35 | 491 KB | 0 | 0 | $0 | — | — | — | 12.7K | Buy day → | |
| 2026-10-25 | 35 | 428 KB | 0 | 0 | $0 | — | — | — | 11.0K | Buy day → | |
| 2026-10-24 | 35 | 419 KB | 2 | 2 | $1.03 | 91 % | 17.6 ¢ | $24.94 | 10.9K | Buy day → | |
| 2026-10-23 | 35 | 432 KB | 0 | 0 | $0 | — | — | — | 10.8K | Buy day → | |
| 2026-10-22 | 35 | 377 KB | 0 | 0 | $0 | — | — | — | 9.4K | Buy day → | |
| 2026-10-21 | 35 | 445 KB | 0 | 0 | $0 | — | — | — | 10.6K | Buy day → | |
| 2026-10-20 | 35 | 148 KB | 0 | 0 | $0 | — | — | — | 2.9K | Buy day → | |
| 2026-10-19 | 35 | 55.2 KB | 0 | 0 | $0 | — | — | — | 349 | Buy day → | |
| 2026-10-18 | 35 | 38.7 KB | 0 | 0 | $0 | — | — | — | 127 | Buy day → | |
| 2026-10-17 | 35 | 39.9 KB | 0 | 0 | $0 | — | — | — | 124 | Buy day → | |
| 2026-10-16 | 35 | 48.0 KB | 0 | 0 | $0 | — | — | — | 202 | Buy day → | |
| 2026-10-15 | 35 | 43.0 KB | 0 | 0 | $0 | — | — | — | 50 | Buy day → | |
| 2026-10-14 | 35 | 53.8 KB | 0 | 0 | $0 | — | — | — | 270 | Buy day → | |
| 2026-10-13 | 35 | 41.9 KB | 0 | 0 | $0 | — | — | — | 202 | Buy day → | |
| 2026-10-12 | 35 | 46.1 KB | 0 | 0 | $0 | — | — | — | 191 | Buy day → | |
| 2026-10-11 | 35 | 46.3 KB | 0 | 0 | $0 | — | — | — | 130 | Buy day → | |
| 2026-10-10 | 35 | 39.4 KB | 0 | 0 | $0 | — | — | — | 82 | Buy day → | |
| 2026-10-09 | 35 | 39.9 KB | 0 | 0 | $0 | — | — | — | 136 | Buy day → | |
| 2026-10-08 | 35 | 36.5 KB | 0 | 0 | $0 | — | — | — | 70 | Buy day → | |
| 2026-10-07 | 35 | 48.5 KB | 0 | 0 | $0 | — | — | — | 264 | Buy day → | |
| 2026-10-06 | 35 | 43.6 KB | 0 | 0 | $0 | — | — | — | 199 | Buy day → | |
| 2026-10-05 | 35 | 49.4 KB | 0 | 0 | $0 | — | — | — | 273 | Buy day → | |
| 2026-10-04 | 35 | 32.7 KB | 0 | 0 | $0 | — | — | — | 68 | Buy 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 —.
Most traded Women's March Madness 1 Seeds 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 1 most traded Women's March Madness 1 Seeds contracts on 2026-10-31 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 1 still open at the last print: 1 trades, $0.75 USD turnover. The busiest contract was KXWMARMAD1SEED-27-SCAR with $0.75 turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | Spread | Top-1 depth | L2 updates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KXWMARMAD1SEED-27-SCAR WMARMAD1SEED · SCAR | 0.940 | 0.940 | 0.750 | 0.750 | 0.750 | open | 1 | $0.75 | 0 % | 17.8 ¢ | $32.48 | 1.5K | buy 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).
2026-10-27 — 1 contract, 1 trades, $0.01 turnover
The 1 most traded Women's March Madness 1 Seeds contracts on 2026-10-27 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 1 still open at the last print: 1 trades, $0.01 USD turnover. The busiest contract was KXWMARMAD1SEED-27-ISU with $0.01 turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | Spread | Top-1 depth | L2 updates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KXWMARMAD1SEED-27-ISU WMARMAD1SEED · ISU | 0.100 | 0.100 | 0.100 | 0.100 | 0.100 | open | 1 | $0.01 | 100 % | — | — | 180 | buy file → |
2026-10-24 — 2 contracts, 2 trades, $1.03 turnover
The 2 most traded Women's March Madness 1 Seeds contracts on 2026-10-24 — 0 closed Yes (≥ 0.97), 1 closed No (≤ 0.03), 1 still open at the last print: 2 trades, $1.03 USD turnover. The busiest contract was KXWMARMAD1SEED-27-SCAR with $0.94 turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | Spread | Top-1 depth | L2 updates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KXWMARMAD1SEED-27-SCAR WMARMAD1SEED · SCAR | 0.940 | 0.940 | 0.940 | 0.940 | 0.940 | open | 1 | $0.94 | 100 % | 18.4 ¢ | $25.81 | 390 | buy file → |
| KXWMARMAD1SEED-27-UCLA WMARMAD1SEED · UCLA | 0.010 | 0.010 | 0.010 | 0.010 | 0.010 | No | 1 | $0.09 | 0 % | 8.98 ¢ | $15.83 | 72 | buy file → |
NCAAWB on Kalshi — market types across the series
Across 10 NCAAWB series on Kalshi, 10,092 contracts have been listed as of 2026-11-03: moneyline / winner 2,860 · total / over-under 2,192 · spread / handicap 1,830 · other 3,210. Counted from every contract file of the family, not from the traded top-10.
| Market type | Contracts listed (all time) | Listed last 30 days | Share |
|---|---|---|---|
| moneyline / winner | 2,860 | 216 | 28 % |
| total / over-under | 2,192 | 1,123 | 22 % |
| spread / handicap | 1,830 | 917 | 18 % |
| other | 3,210 | 14 | 32 % |
| Total | 10,092 | 2,270 | 100 % |
Kalshi NCAAWB series— market type read from each contract's venue identifier (ticker suffix on Kalshi, slug suffix on Polymarket, market description on predict.fun and OG.com), counted over every contract listed in the family as of 2026-11-03; “listed last 30 days” counts contracts whose venue settlement time falls in that window. Every one of them is in the day bundle of its day.
How a Women's March Madness 1 Seeds contract trades
On Kalshi, a Women's March Madness 1 Seeds contract trades until its event settles, is listed roughly 2.7 h before it opens, and quotes in 1 ¢ price steps (0..1). Measured on the 1 contracts captured on 2026-10-31.
Try a Women's March Madness 1 Seeds 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.
KXWMARMAD1SEED-27-SCAR 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.
KXWMARMAD1SEED-27-SCAR traded in 1 of the day’s minutes (20:48–20:48 UTC): 1 trades, $0.94 turnover, opening at 0.940, ranging 0.940–0.940 and closing at 0.940.
| Minute (UTC) | Open | High | Low | Close | Trades | Turnover | Spread | Top-1 bid / ask |
|---|---|---|---|---|---|---|---|---|
| 20:48 | 0.940 | 0.940 | 0.940 | 0.940 | 1 | $0.94 | 19.0 ¢ | $31.53 / $37.28 |
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 Women's March Madness 1 Seeds model on this data
Every settled Women's March Madness 1 Seeds contract is a labelled example: the winner, the line or the total that cleared is the label, and the day bundle holds each contract's full order-book path and trade tape, nanosecond-stamped, from the first quote days before the event to the last print — the features for that label. The statistics on this page cover the most traded contracts per day; the bundle holds every contract listed on Kalshi that day.
Split by season and match day, never at random — the contracts of one slate share injuries, weather and the same public money, and a random split leaks the slate's results into training; walk forward over game days and purge the days whose contracts were still open. The sports-model guide works the closing-line benchmark, the pre-game line path and that split through.
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 buy Kalshi Women's March Madness 1 Seeds 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
Kalshi Women's March Madness 1 Seeds data — FAQ
What Kalshi Women's March Madness 1 Seeds data can I download?
Tick-by-tick trades and Level-2 order-book depth for every contract of the Women's March Madness 1 Seeds series on Kalshi (35 contract files on the latest day). One bundle = one UTC day of the whole series.
What is the Kalshi series ticker for Women's March Madness 1 Seeds?
KXWMARMAD1SEED — 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 KXWMARMAD1SEED-* contract listed that UTC day.
How far back does the Women's March Madness 1 Seeds data go?
Coverage runs April 2026 – present — 189 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 Women's March Madness 1 Seeds 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 Women's March Madness 1 Seeds 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 Women's March Madness 1 Seeds 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 Women's March Madness 1 Seeds 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 Women's March Madness 1 Seeds contracts trade per day on Kalshi?
On average 0 Women's March Madness 1 Seeds contracts had at least one trade per UTC day over the last 30 captured days on Kalshi, with about 20.1K order-book level updates recorded per day. A day bundle contains every contract file of the series for that day.
How liquid are Kalshi Women's March Madness 1 Seeds contracts?
Over the last 30 captured days, the turnover-weighted quoted bid-ask spread was 17.7 ¢ (contracts quote 0..1 = 100 ¢), the mean best-bid/best-ask notional was about $28.12 per side, 53 % 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 Women's March Madness 1 Seeds contract on 2026-10-31?
KXWMARMAD1SEED-27-SCAR (WMARMAD1SEED · SCAR) — $0.75 USD turnover over 1 trade on Kalshi. The 1 most traded contracts of the series did 1 trades and $0.75 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 Women's March Madness 1 Seeds trading day on Kalshi?
2026-10-24, with $1.03 of USD turnover over 2 trades across every Women's March Madness 1 Seeds contract of the day; the busiest full month was Oct 2026 at $1.79. Since our statistics began on 2026-08-09 the series has recorded 4 trades and $1.79 over 86 captured days; the single biggest contract was KXWMARMAD1SEED-27-SCAR (WMARMAD1SEED · SCAR) on 2026-10-24 with $0.94. Any of these days is a downloadable bundle.
Which market types does Kalshi list for NCAAWB?
Kalshi lists each market type as its own series — 10 NCAAWB series with 10,092 contracts listed as of 2026-11-03: moneyline / winner 2,860 · total / over-under 2,192 · spread / handicap 1,830 · other 3,210. Women's March Madness 1 Seeds is one of them; a series-day bundle covers one series, so buy the same day across the sibling series you need in the shop.
Which weekday does Kalshi Women's March Madness 1 Seeds trade most?
Saturdays — about $0.45 of USD turnover per Saturday and 99 % of the series' turnover over the 30 captured days to 2026-11-02 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.