Kalshi who will perform at Harry Styles msg c
Every Kalshi “who will perform at Harry Styles msg concerts” contract of the day — every trade print and the complete Level-2 book, captured co-located with nanosecond venue and receive timestamps. 167 trading days as day bundles, €1 per day, bought as a guest with instant download.
who will perform at Harry Styles msg concerts on Kalshi — activity
Trades and USD turnover summed over every contract of the series across 30 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.
One purchase, the whole series for a day
A series-day bundle contains every who will perform at Harry Styles msg concerts contract that was listed on Kalshi on that UTC day — traded or not — 16 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 May 2026 – present — 167 trading days, 24.0 MB compressed in total. A day typically holds 16 contract files (up to 16 on the busiest day, 479 KB). Pick individual days in the shop calendar for €1 each; delivery is an instant per-file download or one archive for the whole day.
who will perform at Harry Styles msg concerts — development since capture
220 trades and $1.1K of USD turnover over 85 captured days since 2026-08-09 — record day 2026-09-20 with $320.53, biggest single contract KXPERFORMSTYLESMSG-26-ZAY (PERFORMSTYLESMSG · ZAY) (2026-08-27, $247.34).
| Month | Days | Trades | Turnover (USD) | Avg / day | Contracts traded | L2 updates | vs previous month |
|---|---|---|---|---|---|---|---|
| Nov 2026 (month to date) | 1 | 18 | $8.37 | $8.37 | 9 | 1.6K | — |
| Oct 2026 | 31 | 99 | $284.53 | $9.18 | 54 | 101.0K | −46.2 % |
| Sep 2026 | 30 | 70 | $529.29 | $17.64 | 40 | 118.4K | +73.9 % |
| Aug 2026 | 23 | 33 | $304.43 | $13.24 | 22 | 94.8K | — |
Kalshi who will perform at Harry Styles msg concerts — 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.
who will perform at Harry Styles msg concerts — activity by weekday
Sundays carry the most turnover, about $19.79 per day.
| Weekday (UTC) | Avg turnover / day | USD | Avg trades | Days |
|---|---|---|---|---|
| Monday | $3.9 | 1.5 | 4 | |
| Tuesday | $7.61 | 3 | 4 | |
| Wednesday | $5.47 | 4.25 | 4 | |
| Thursday | $3.83 | 3 | 4 | |
| Friday | $10.96 | 2.5 | 4 | |
| Saturday | $10.66 | 3.8 | 5 | |
| Sunday | $19.79 | 7.6 | 5 |
Kalshi who will perform at Harry Styles msg concerts — 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 —.
who will perform at Harry Styles msg concerts — 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 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-11-01 | 16 | 81.0 KB | 9 | 18 | $8.37 | 0 % | 78.7 ¢ | $2.78 | 1.6K | Buy day → | |
| 2026-10-31 | 16 | 46.5 KB | 2 | 4 | $1.7 | 0 % | 19.9 ¢ | $0.33 | 521 | Buy day → | |
| 2026-10-30 | 16 | 55.5 KB | 0 | 0 | $0 | — | — | — | 760 | Buy day → | |
| 2026-10-29 | 16 | 71.6 KB | 2 | 6 | $2.05 | 45 % | 40.3 ¢ | $1.19 | 1.1K | Buy day → | |
| 2026-10-28 | 16 | 63.5 KB | 5 | 12 | $6.61 | 72 % | 84.5 ¢ | $8.65 | 1.0K | Buy day → | |
| 2026-10-27 | 16 | 98.7 KB | 4 | 8 | $5.67 | 17 % | 32.7 ¢ | $1.98 | 1.8K | Buy day → | |
| 2026-10-26 | 16 | 172 KB | 4 | 5 | $15.42 | 0 % | 30.2 ¢ | $3.32 | 3.8K | Buy day → | |
| 2026-10-25 | 16 | 183 KB | 5 | 14 | $77.69 | 0 % | 25.2 ¢ | $8.79 | 4.4K | Buy day → | |
| 2026-10-24 | 16 | 134 KB | 3 | 5 | $34.36 | 36 % | 7.22 ¢ | $11.14 | 2.9K | Buy day → | |
| 2026-10-23 | 16 | 148 KB | 1 | 2 | $6.51 | 0 % | 7.35 ¢ | $10 | 3.2K | Buy day → | |
| 2026-10-22 | 16 | 136 KB | 0 | 0 | $0 | — | — | — | 2.8K | Buy day → | |
| 2026-10-21 | 16 | 140 KB | 0 | 0 | $0 | — | — | — | 2.8K | Buy day → | |
| 2026-10-20 | 16 | 145 KB | 2 | 2 | $19.07 | 100 % | 7.16 ¢ | $25.8 | 3.2K | Buy day → | |
| 2026-10-19 | 16 | 163 KB | 0 | 0 | $0 | — | — | — | 3.7K | Buy day → | |
| 2026-10-18 | 16 | 150 KB | 2 | 4 | $10.78 | 44 % | 7.39 ¢ | $18.16 | 3.2K | Buy day → | |
| 2026-10-17 | 16 | 159 KB | 2 | 4 | $10.89 | 87 % | 6.97 ¢ | $21.15 | 3.6K | Buy day → | |
| 2026-10-16 | 16 | 150 KB | 2 | 5 | $35.46 | 100 % | 6.40 ¢ | $13.61 | 3.4K | Buy day → | |
| 2026-10-15 | 16 | 152 KB | 1 | 1 | $6.68 | 0 % | 8.15 ¢ | $18.98 | 3.3K | Buy day → | |
| 2026-10-14 | 16 | 153 KB | 1 | 1 | $9.54 | 100 % | 7.88 ¢ | $26.04 | 3.5K | Buy day → | |
| 2026-10-13 | 16 | 153 KB | 1 | 1 | $4.73 | 100 % | 4.29 ¢ | $11.68 | 3.4K | Buy day → | |
| 2026-10-12 | 16 | 165 KB | 0 | 0 | $0 | — | — | — | 3.7K | Buy day → | |
| 2026-10-11 | 16 | 137 KB | 1 | 1 | $1.9 | 100 % | 5.79 ¢ | $9.23 | 2.9K | Buy day → | |
| 2026-10-10 | 16 | 160 KB | 2 | 2 | $2.86 | 100 % | 7.24 ¢ | $11.63 | 3.5K | Buy day → | |
| 2026-10-09 | 16 | 165 KB | 3 | 3 | $1.87 | 0 % | 8.00 ¢ | $30.14 | 3.8K | Buy day → | |
| 2026-10-08 | 16 | 172 KB | 2 | 5 | $6.6 | 57 % | 11.2 ¢ | $14.14 | 4.0K | Buy day → | |
| 2026-10-07 | 16 | 185 KB | 2 | 4 | $5.73 | 50 % | 5.68 ¢ | $17.67 | 4.3K | Buy day → | |
| 2026-10-06 | 16 | 175 KB | 1 | 1 | $0.95 | 100 % | 7.25 ¢ | $21.44 | 4.0K | Buy day → | |
| 2026-10-05 | 16 | 158 KB | 1 | 1 | $0.17 | 100 % | 4.40 ¢ | $5.41 | 3.5K | Buy day → | |
| 2026-10-04 | 16 | 147 KB | 1 | 1 | $0.21 | 100 % | 5.47 ¢ | $0.5 | 3.2K | Buy day → | |
| 2026-10-03 | 16 | 176 KB | 2 | 4 | $3.47 | 55 % | 7.31 ¢ | $7.1 | 3.7K | 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 who will perform at Harry Styles msg concerts 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 who will perform at Harry Styles msg concerts contracts on 2026-11-01 — 0 closed Yes (≥ 0.97), 9 closed No (≤ 0.03): 18 trades, $8.37 USD turnover. The busiest contract was KXPERFORMSTYLESMSG-26-LOU with $1.33 turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | Spread | Top-1 depth | L2 updates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KXPERFORMSTYLESMSG-26-LOU PERFORMSTYLESMSG · LOU | 0.120 | 0.120 | 0.010 | 0.010 | 0.012 | No | 4 | $1.33 | 0 % | 95.8 ¢ | $0.9 | 18 | buy file → |
| KXPERFORMSTYLESMSG-26-PAU PERFORMSTYLESMSG · PAU | 0.090 | 0.090 | 0.010 | 0.010 | 0.010 | No | 2 | $1.1 | 0 % | 36.9 ¢ | $0.31 | 75 | buy file → |
| KXPERFORMSTYLESMSG-26-NOA PERFORMSTYLESMSG · NOA | 0.160 | 0.160 | 0.010 | 0.010 | 0.010 | No | 2 | $1.1 | 0 % | 45.8 ¢ | $0.99 | 67 | buy file → |
| KXPERFORMSTYLESMSG-26-NIA PERFORMSTYLESMSG · NIA | 0.980 | 0.980 | 0.010 | 0.010 | 0.010 | No | 2 | $1.1 | 0 % | 96.8 ¢ | $2.51 | 6 | buy file → |
| KXPERFORMSTYLESMSG-26-MIC PERFORMSTYLESMSG · MIC | 0.020 | 0.020 | 0.010 | 0.010 | 0.010 | No | 2 | $1.1 | 0 % | 97.8 ¢ | $7.74 | 11 | buy file → |
| KXPERFORMSTYLESMSG-26-JOR PERFORMSTYLESMSG · JOR | 0.020 | 0.020 | 0.010 | 0.010 | 0.010 | No | 2 | $1.1 | 0 % | 97.8 ¢ | $7.61 | 11 | buy file → |
| KXPERFORMSTYLESMSG-26-CHA PERFORMSTYLESMSG · CHA | 0.090 | 0.090 | 0.010 | 0.010 | 0.010 | No | 2 | $1.1 | 0 % | 96.8 ¢ | $0.5 | 11 | buy file → |
| KXPERFORMSTYLESMSG-26-STE PERFORMSTYLESMSG · STE | 0.010 | 0.010 | 0.010 | 0.010 | 0.010 | No | 1 | $0.23 | 0 % | 39.8 ¢ | $1.23 | 1.0K | buy file → |
| KXPERFORMSTYLESMSG-26-ZAY PERFORMSTYLESMSG · ZAY | 0.160 | 0.160 | 0.010 | 0.010 | 0.010 | No | 1 | $0.21 | 0 % | 14.5 ¢ | $0.87 | 110 | 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).
2026-10-31 — 2 contracts, 4 trades, $1.7 turnover
The 2 most traded who will perform at Harry Styles msg concerts contracts on 2026-10-31 — 0 closed Yes (≥ 0.97), 1 closed No (≤ 0.03), 1 still open at the last print: 4 trades, $1.7 USD turnover. The busiest contract was KXPERFORMSTYLESMSG-26-OLI with $1.13 turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | Spread | Top-1 depth | L2 updates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KXPERFORMSTYLESMSG-26-OLI PERFORMSTYLESMSG · OLI | 0.030 | 0.030 | 0.010 | 0.010 | 0.011 | No | 3 | $1.13 | 0 % | 12.0 ¢ | $0.25 | 70 | buy file → |
| KXPERFORMSTYLESMSG-26-PAU PERFORMSTYLESMSG · PAU | 0.260 | 0.260 | 0.090 | 0.090 | 0.090 | open | 1 | $0.57 | 0 % | 35.5 ¢ | $0.49 | 103 | buy file → |
2026-10-29 — 2 contracts, 6 trades, $2.05 turnover
The 2 most traded who will perform at Harry Styles msg concerts contracts on 2026-10-29 — 0 closed Yes (≥ 0.97), 1 closed No (≤ 0.03), 1 still open at the last print: 6 trades, $2.05 USD turnover. The busiest contract was KXPERFORMSTYLESMSG-26-ELT with $1.12 turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | Spread | Top-1 depth | L2 updates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KXPERFORMSTYLESMSG-26-ELT PERFORMSTYLESMSG · ELT | 0.020 | 0.020 | 0.010 | 0.010 | 0.011 | No | 3 | $1.12 | 0 % | 66.5 ¢ | $1.94 | 96 | buy file → |
| KXPERFORMSTYLESMSG-26-ZAY PERFORMSTYLESMSG · ZAY | 0.020 | 0.160 | 0.020 | 0.160 | 0.103 | open | 3 | $0.93 | 100 % | 8.69 ¢ | $0.28 | 163 | buy file → |
2026-10-28 — 5 contracts, 12 trades, $6.61 turnover
The 5 most traded who will perform at Harry Styles msg concerts contracts on 2026-10-28 — 1 closed Yes (≥ 0.97), 4 closed No (≤ 0.03): 12 trades, $6.61 USD turnover. The busiest contract was KXPERFORMSTYLESMSG-26-NIA with $4.89 turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | Spread | Top-1 depth | L2 updates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KXPERFORMSTYLESMSG-26-NIA PERFORMSTYLESMSG · NIA | 0.020 | 0.980 | 0.010 | 0.980 | 0.479 | Yes | 5 | $4.89 | 98 % | 92.2 ¢ | $10.06 | 24 | buy file → |
| KXPERFORMSTYLESMSG-26-BIL PERFORMSTYLESMSG · BIL | 0.070 | 0.070 | 0.010 | 0.010 | 0.010 | No | 2 | $1.1 | 0 % | 87.0 ¢ | $6.8 | 41 | buy file → |
| KXPERFORMSTYLESMSG-26-ZAY PERFORMSTYLESMSG · ZAY | 0.130 | 0.130 | 0.020 | 0.020 | 0.062 | No | 2 | $0.33 | 0 % | 10.1 ¢ | $0.35 | 188 | buy file → |
| KXPERFORMSTYLESMSG-26-STE PERFORMSTYLESMSG · STE | 0.130 | 0.130 | 0.010 | 0.010 | 0.014 | No | 2 | $0.19 | 0 % | 11.3 ¢ | $0.34 | 147 | buy file → |
| KXPERFORMSTYLESMSG-26-ELT PERFORMSTYLESMSG · ELT | 0.160 | 0.160 | 0.020 | 0.020 | 0.020 | No | 1 | $0.1 | 0 % | 66.6 ¢ | $2.85 | 116 | buy file → |
2026-10-27 — 4 contracts, 8 trades, $5.67 turnover
The 4 most traded who will perform at Harry Styles msg concerts contracts on 2026-10-27 — 0 closed Yes (≥ 0.97), 2 closed No (≤ 0.03), 2 still open at the last print: 8 trades, $5.67 USD turnover. The busiest contract was KXPERFORMSTYLESMSG-26-BAD with $3.27 turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | Spread | Top-1 depth | L2 updates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KXPERFORMSTYLESMSG-26-BAD PERFORMSTYLESMSG · BAD | 0.030 | 0.030 | 0.010 | 0.010 | 0.010 | No | 4 | $3.27 | 0 % | 26.4 ¢ | $1.32 | 112 | buy file → |
| KXPERFORMSTYLESMSG-26-TAY PERFORMSTYLESMSG · TAY | 0.070 | 0.070 | 0.010 | 0.010 | 0.010 | No | 2 | $1.1 | 0 % | 60.0 ¢ | $4.63 | 54 | buy file → |
| KXPERFORMSTYLESMSG-26-PAU PERFORMSTYLESMSG · PAU | 0.200 | 0.260 | 0.200 | 0.260 | 0.260 | open | 1 | $0.95 | 100 % | 18.8 ¢ | $0.58 | 290 | buy file → |
| KXPERFORMSTYLESMSG-26-BIL PERFORMSTYLESMSG · BIL | 0.070 | 0.070 | 0.070 | 0.070 | 0.070 | open | 1 | $0.35 | 0 % | 43.2 ¢ | $3.64 | 100 | buy file → |
2026-10-26 — 4 contracts, 5 trades, $15.42 turnover
The 4 most traded who will perform at Harry Styles msg concerts contracts on 2026-10-26 — 0 closed Yes (≥ 0.97), 0 closed No (≤ 0.03), 4 still open at the last print: 5 trades, $15.42 USD turnover. The busiest contract was KXPERFORMSTYLESMSG-26-TAY with $14.4 turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | Spread | Top-1 depth | L2 updates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KXPERFORMSTYLESMSG-26-TAY PERFORMSTYLESMSG · TAY | 0.100 | 0.100 | 0.070 | 0.070 | 0.070 | open | 2 | $14.4 | 0 % | 31.8 ¢ | $2.88 | 202 | buy file → |
| KXPERFORMSTYLESMSG-26-LOU PERFORMSTYLESMSG · LOU | 0.120 | 0.120 | 0.120 | 0.120 | 0.120 | open | 1 | $0.59 | 0 % | 7.52 ¢ | $11.76 | 645 | buy file → |
| KXPERFORMSTYLESMSG-26-BIL PERFORMSTYLESMSG · BIL | 0.070 | 0.070 | 0.070 | 0.070 | 0.070 | open | 1 | $0.35 | 0 % | 7.32 ¢ | $3.86 | 244 | buy file → |
| KXPERFORMSTYLESMSG-26-CHA PERFORMSTYLESMSG · CHA | 0.090 | 0.090 | 0.090 | 0.090 | 0.090 | open | 1 | $0.08 | 0 % | 7.86 ¢ | $17.3 | 257 | buy file → |
2026-10-25 — 5 contracts, 14 trades, $77.69 turnover
The 5 most traded who will perform at Harry Styles msg concerts contracts on 2026-10-25 — 0 closed Yes (≥ 0.97), 2 closed No (≤ 0.03), 3 still open at the last print: 14 trades, $77.69 USD turnover. The busiest contract was KXPERFORMSTYLESMSG-26-PHO with $38.62 turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | Spread | Top-1 depth | L2 updates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KXPERFORMSTYLESMSG-26-PHO PERFORMSTYLESMSG · PHO | 0.180 | 0.180 | 0.010 | 0.010 | 0.055 | No | 7 | $38.62 | 0 % | 41.8 ¢ | $11.62 | 365 | buy file → |
| KXPERFORMSTYLESMSG-26-TAY PERFORMSTYLESMSG · TAY | 0.120 | 0.120 | 0.100 | 0.100 | 0.110 | open | 2 | $22.5 | 0 % | 6.19 ¢ | $3.55 | 1.1K | buy file → |
| KXPERFORMSTYLESMSG-26-BAD PERFORMSTYLESMSG · BAD | 0.050 | 0.050 | 0.030 | 0.030 | 0.040 | No | 3 | $16.2 | 0 % | 12.4 ¢ | $9.15 | 550 | buy file → |
| KXPERFORMSTYLESMSG-26-BIL PERFORMSTYLESMSG · BIL | 0.070 | 0.070 | 0.070 | 0.070 | 0.070 | open | 1 | $0.35 | 0 % | 7.95 ¢ | $14.73 | 181 | buy file → |
| KXPERFORMSTYLESMSG-26-LOU PERFORMSTYLESMSG · LOU | 0.200 | 0.200 | 0.120 | 0.120 | 0.120 | open | 1 | $0.02 | 0 % | 8.53 ¢ | $26.16 | 302 | buy file → |
How a who will perform at Harry Styles msg concerts contract trades
On Kalshi, a who will perform at Harry Styles msg concerts contract trades until its event settles, is listed roughly 16 h before it opens, and quotes in 1 ¢ price steps (0..1). Measured on the 9 contracts captured on 2026-11-01.
Try a who will perform at Harry Styles msg concerts 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.
KXPERFORMSTYLESMSG-26-PHO minute by minute — 2026-10-25
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.
KXPERFORMSTYLESMSG-26-PHO traded in 5 of the day’s minutes (06:19–17:21 UTC): 7 trades, $38.62 turnover, opening at 0.180, ranging 0.010–0.110 and closing at 0.010.
| Minute (UTC) | Open | High | Low | Close | Trades | Turnover | Spread | Top-1 bid / ask |
|---|---|---|---|---|---|---|---|---|
| 06:19 | 0.180 | 0.110 | 0.110 | 0.110 | 1 | $1.65 | 8.36 ¢ | $8.27 / $38 |
| 06:21 | 0.110 | 0.100 | 0.100 | 0.100 | 2 | $20 | 9.01 ¢ | $15.34 / $33.34 |
| 06:22 | 0.100 | 0.070 | 0.070 | 0.070 | 1 | $14 | 23.0 ¢ | $11.89 / $19.36 |
| 17:11 | 0.070 | 0.020 | 0.020 | 0.020 | 1 | $0.1 | 56.2 ¢ | $0.51 / $8.7 |
| 17:21 | 0.020 | 0.010 | 0.010 | 0.010 | 2 | $2.87 | 57.0 ¢ | $2.87 / $8.7 |
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 who will perform at Harry Styles msg concerts model on this data
Every resolved who will perform at Harry Styles msg concerts 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.
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 buy Kalshi who will perform at Harry Styles msg concerts 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.
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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.
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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.
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Kalshi who will perform at Harry Styles msg concerts data — FAQ
What Kalshi who will perform at Harry Styles msg concerts data can I download?
Tick-by-tick trades and Level-2 order-book depth for every contract of the who will perform at Harry Styles msg concerts series on Kalshi (16 contract files on the latest day). One bundle = one UTC day of the whole series.
What is the Kalshi series ticker for who will perform at Harry Styles msg concerts?
KXPERFORMSTYLESMSG — 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 KXPERFORMSTYLESMSG-* contract listed that UTC day.
How far back does the who will perform at Harry Styles msg concerts data go?
Coverage runs May 2026 – present — 167 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 who will perform at Harry Styles msg concerts 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 who will perform at Harry Styles msg concerts 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 who will perform at Harry Styles msg concerts 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 who will perform at Harry Styles msg concerts 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 who will perform at Harry Styles msg concerts contracts trade per day on Kalshi?
On average 2 who will perform at Harry Styles msg concerts contracts had at least one trade per UTC day over the last 30 captured days on Kalshi, with about 3.0K order-book level updates recorded per day. A day bundle contains every contract file of the series for that day.
How liquid are Kalshi who will perform at Harry Styles msg concerts contracts?
Over the last 30 captured days, the turnover-weighted quoted bid-ask spread was 18.2 ¢ (contracts quote 0..1 = 100 ¢), the mean best-bid/best-ask notional was about $12.37 per side, 42 % 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 who will perform at Harry Styles msg concerts contract on 2026-11-01?
KXPERFORMSTYLESMSG-26-LOU (PERFORMSTYLESMSG · LOU) — $1.33 USD turnover over 4 trades on Kalshi. The 9 most traded contracts of the series did 18 trades and $8.37 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 who will perform at Harry Styles msg concerts trading day on Kalshi?
2026-09-20, with $320.53 of USD turnover over 18 trades across every who will perform at Harry Styles msg concerts contract of the day; the busiest full month was Sep 2026 at $529.29. Since our statistics began on 2026-08-09 the series has recorded 220 trades and $1.1K over 85 captured days; the single biggest contract was KXPERFORMSTYLESMSG-26-ZAY (PERFORMSTYLESMSG · ZAY) on 2026-08-27 with $247.34. Any of these days is a downloadable bundle.
Which weekday does Kalshi who will perform at Harry Styles msg concerts trade most?
Sundays — about $19.79 of USD turnover per Sunday and 35 % of the series' turnover over the 30 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.