Tick-by-tick trades and order-book depth for every Kalshi “Top Artist on Spotify” contract — 191 trading days as downloadable day bundles, €1 per day.
Trades and USD turnover summed over every contract of the series across 30 captured days to 2026-09-10, 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.
A series-day bundle contains every Top Artist on Spotify contract that traded on Kalshi on that UTC day — 10 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 – September 2026 — 191 trading days, 172 MB compressed in total. A day typically holds 10 contract files (up to 10 on the busiest day, 9.88 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.
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 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-09-10 | 10 | 365 KB | 7 | 206 | $2.9K | 88 % | 1.42 ¢ | $138.84 | 10.3K | Buy day → | |
| 2026-09-09 | 10 | 639 KB | 4 | 370 | $3.3K | 90 % | 2.18 ¢ | $245.54 | 20.3K | Buy day → | |
| 2026-09-08 | 10 | 650 KB | 4 | 101 | $418.3 | 48 % | 2.66 ¢ | $153.09 | 22.5K | Buy day → | |
| 2026-09-07 | 10 | 222 KB | 6 | 87 | $683.26 | 94 % | 3.21 ¢ | $49.44 | 6.4K |
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 7 most traded Top Artist on Spotify contracts on 2026-09-10 — 0 closed Yes (≥ 0.97), 5 closed No (≤ 0.03), 2 still open at the last print: 206 trades, $2.9K USD turnover. The busiest contract was KXTOPARTIST-26B-BAD with $2.7K turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | |
|---|---|---|---|---|---|---|---|---|---|---|
| KXTOPARTIST-26B-BAD | 0.870 | 0.870 | 0.830 | 0.870 | 0.851 | open | 107 | $2.7K | 88 % | buy file → |
| KXTOPARTIST-26B-DRA | 0.110 | 0.140 | 0.100 | 0.140 | 0.122 | open | 38 | $112.2 | 99 % | buy file → |
| KXTOPARTIST-26B-BRU | 0.010 | 0.030 | 0.010 | 0.030 | 0.020 | No | 38 | $31.73 | 94 % | buy file → |
| KXTOPARTIST-26B-TAY |
On Kalshi, a Top Artist on Spotify contract trades until its event settles, is listed roughly 151 days before it opens, and quotes in 1 ¢ price steps (0..1). Measured on the 7 contracts captured on 2026-09-10.
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.
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.
KXTOPARTIST-26B-BAD traded in 33 of the day’s minutes (00:20–23:59 UTC): 66 trades, $2.4K turnover, opening at 0.850, ranging 0.810–0.880 and closing at 0.830.
| Minute (UTC) | Open | High | Low | Close | Trades | Turnover | Spread | Top-1 bid / ask |
|---|---|---|---|---|---|---|---|---|
| 00:20 | 0.850 | 0.840 | 0.840 | 0.840 | 2 | $2.97 | 2.00 ¢ | $660.01 / $261.46 |
| 02:22 | 0.840 | 0.820 | 0.820 |
Tick-by-tick trades and Level-2 order-book depth for every contract of the Top Artist on Spotify series on Kalshi (10 contract files on the latest day). One bundle = one UTC day of the whole series.
KXTOPARTIST — 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 KXTOPARTIST-* contract that traded that UTC day.
Coverage runs March 2026 – September 2026 — 191 trading days in total.
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.
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.
€1 per series-day bundle — every contract of the series for that day, with invoice on checkout. Buy it in the Data Shop.
On average 5 Top Artist on Spotify contracts had at least one trade per UTC day over the last 30 captured days on Kalshi, with about 29.5K order-book level updates recorded per day. A day bundle contains every contract file of the series for that day.
| Buy day → |
| 2026-09-06 | 10 | 215 KB | 4 | 65 | $1.1K | 86 % | 3.56 ¢ | $112.73 | 6.1K | Buy day → |
| 2026-09-05 | 10 | 675 KB | 6 | 65 | $222.6 | 68 % | 3.68 ¢ | $56.98 | 22.1K | Buy day → |
| 2026-09-04 | 10 | 525 KB | 4 | 238 | $2.8K | 93 % | 3.04 ¢ | $166.31 | 16.9K | Buy day → |
| 2026-09-03 | 10 | 506 KB | 4 | 290 | $1.1K | 64 % | 3.25 ¢ | $91.17 | 16.4K | Buy day → |
| 2026-09-02 | 10 | 79.2 KB | 6 | 34 | $88.79 | 91 % | 3.76 ¢ | $20.52 | 1.7K | Buy day → |
| 2026-09-01 | 10 | 365 KB | 4 | 29 | $66.21 | 64 % | 2.96 ¢ | $36.99 | 12.1K | Buy day → |
| 2026-08-31 | 10 | 219 KB | 5 | 118 | $2.3K | 96 % | 2.21 ¢ | $19.28 | 6.3K | Buy day → |
| 2026-08-30 | 10 | 107 KB | 5 | 44 | $161.11 | 77 % | 1.55 ¢ | $29.48 | 2.5K | Buy day → |
| 2026-08-29 | 10 | 177 KB | 4 | 62 | $1.3K | 98 % | 2.13 ¢ | $24.48 | 4.9K | Buy day → |
| 2026-08-28 | 10 | 195 KB | 4 | 90 | $365.69 | 91 % | 1.17 ¢ | $131.14 | 4.3K | Buy day → |
| 2026-08-27 | 10 | 476 KB | 4 | 30 | $1.5K | 2 % | 1.27 ¢ | $317.56 | 11.5K | Buy day → |
| 2026-08-26 | 10 | 129 KB | 4 | 37 | $74.81 | 68 % | 2.36 ¢ | $138.85 | 2.5K | Buy day → |
| 2026-08-25 | 10 | 146 KB | 4 | 40 | $333 | 96 % | 2.06 ¢ | $888.36 | 4.0K | Buy day → |
| 2026-08-24 | 10 | 252 KB | 4 | 29 | $55.64 | 79 % | 1.95 ¢ | $42.94 | 8.1K | Buy day → |
| 2026-08-23 | 10 | 159 KB | 3 | 46 | $152.86 | 78 % | 1.12 ¢ | $145.69 | 4.2K | Buy day → |
| 2026-08-22 | 10 | 642 KB | 4 | 121 | $213.41 | 62 % | 1.74 ¢ | $55.2 | 22.9K | Buy day → |
| 2026-08-21 | 10 | 802 KB | 4 | 112 | $149.08 | 67 % | 1.58 ¢ | $39.49 | 26.7K | Buy day → |
| 2026-08-20 | 10 | 871 KB | 5 | 384 | $2.0K | 49 % | 1.51 ¢ | $38.51 | 28.8K | Buy day → |
| 2026-08-19 | 10 | 799 KB | 5 | 880 | $4.0K | 64 % | 1.94 ¢ | $46.57 | 26.2K | Buy day → |
| 2026-08-18 | 10 | 2.11 MB | 4 | 88 | $448.09 | 30 % | 1.89 ¢ | $299.82 | 86.7K | Buy day → |
| 2026-08-17 | 10 | 1.12 MB | 4 | 164 | $1.6K | 92 % | 1.36 ¢ | $182.68 | 42.2K | Buy day → |
| 2026-08-16 | 10 | 2.13 MB | 4 | 56 | $600 | 92 % | 1.42 ¢ | $792.29 | 79.6K | Buy day → |
| 2026-08-15 | 10 | 4.08 MB | 5 | 25 | $34.38 | 37 % | 1.47 ¢ | $439.88 | 164.4K | Buy day → |
| 2026-08-14 | 10 | 1.66 MB | 5 | 31 | $107.77 | 51 % | 1.72 ¢ | $290.74 | 67.3K | Buy day → |
| 2026-08-13 | 10 | 3.57 MB | 5 | 36 | $481.41 | 51 % | 1.33 ¢ | $85.95 | 149.6K | Buy day → |
| 2026-08-12 | 10 | 257 KB | 4 | 24 | $512.84 | 98 % | 1.35 ¢ | $119.38 | 7.0K | 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 —.
| 0.030 |
| 0.070 |
| 0.030 |
| 0.030 |
| 0.053 |
| No |
| 14 |
| $16.14 |
| 78 % |
| buy file → |
| KXTOPARTIST-26B-BTS | 0.010 | 0.010 | 0.010 | 0.010 | 0.010 | No | 4 | $5.61 | 100 % | buy file → |
| KXTOPARTIST-26B-WEE | 0.010 | 0.010 | 0.010 | 0.010 | 0.010 | No | 4 | $4.68 | 100 % | buy file → |
| KXTOPARTIST-26B-BEY | 0.010 | 0.010 | 0.010 | 0.010 | 0.010 | No | 1 | $0.24 | 100 % | 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.
The 4 most traded Top Artist on Spotify contracts on 2026-09-09 — 0 closed Yes (≥ 0.97), 2 closed No (≤ 0.03), 2 still open at the last print: 370 trades, $3.3K USD turnover. The busiest contract was KXTOPARTIST-26B-BAD with $2.9K turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | |
|---|---|---|---|---|---|---|---|---|---|---|
| KXTOPARTIST-26B-BAD | 0.840 | 0.930 | 0.830 | 0.870 | 0.856 | open | 125 | $2.9K | 94 % | buy file → |
| KXTOPARTIST-26B-DRA | 0.150 | 0.160 | 0.010 | 0.110 | 0.100 | open | 133 | $260.92 | 48 % | buy file → |
| KXTOPARTIST-26B-TAY | 0.040 | 0.090 | 0.030 | 0.030 | 0.054 | No | 68 | $53.98 | 85 % | buy file → |
| KXTOPARTIST-26B-BRU | 0.010 | 0.020 | 0.010 | 0.010 | 0.016 | No | 44 | $8.87 | 74 % | buy file → |
The 4 most traded Top Artist on Spotify contracts on 2026-09-08 — 0 closed Yes (≥ 0.97), 1 closed No (≤ 0.03), 3 still open at the last print: 101 trades, $418.3 USD turnover. The busiest contract was KXTOPARTIST-26B-BAD with $322.54 turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | |
|---|---|---|---|---|---|---|---|---|---|---|
| KXTOPARTIST-26B-BAD | 0.840 | 0.870 | 0.830 | 0.840 | 0.852 | open | 43 | $322.54 | 54 % | buy file → |
| KXTOPARTIST-26B-DRA | 0.100 | 0.160 | 0.100 | 0.150 | 0.112 | open | 43 | $88.94 | 27 % | buy file → |
| KXTOPARTIST-26B-TAY | 0.040 | 0.060 | 0.040 | 0.040 | 0.049 | open | 12 | $6.77 | 58 % | buy file → |
| KXTOPARTIST-26B-BRU | 0.020 | 0.020 | 0.010 | 0.010 | 0.010 | No | 3 | $0.05 | 0 % | buy file → |
The 6 most traded Top Artist on Spotify contracts on 2026-09-07 — 0 closed Yes (≥ 0.97), 3 closed No (≤ 0.03), 3 still open at the last print: 87 trades, $683.26 USD turnover. The busiest contract was KXTOPARTIST-26B-BAD with $373.13 turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | |
|---|---|---|---|---|---|---|---|---|---|---|
| KXTOPARTIST-26B-BAD | 0.790 | 0.880 | 0.790 | 0.840 | 0.861 | open | 19 | $373.13 | 97 % | buy file → |
| KXTOPARTIST-26B-DRA | 0.140 | 0.140 | 0.100 | 0.100 | 0.132 | open | 38 | $271.39 | 91 % | buy file → |
| KXTOPARTIST-26B-TAY | 0.070 | 0.070 | 0.040 | 0.040 | 0.043 | open | 18 | $32.52 | 92 % | buy file → |
| KXTOPARTIST-26B-BRU | 0.020 | 0.020 | 0.010 | 0.020 | 0.012 | No | 10 | $5.18 | 38 % | buy file → |
| KXTOPARTIST-26B-MOR | 0.010 | 0.010 | 0.010 | 0.010 | 0.010 | No | 1 | $0.94 | 100 % | buy file → |
| KXTOPARTIST-26B-BTS | 0.010 | 0.010 | 0.010 | 0.010 | 0.010 | No | 1 | $0.1 | 100 % | buy file → |
The 4 most traded Top Artist on Spotify contracts on 2026-09-06 — 0 closed Yes (≥ 0.97), 1 closed No (≤ 0.03), 3 still open at the last print: 65 trades, $1.1K USD turnover. The busiest contract was KXTOPARTIST-26B-BAD with $981.41 turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | |
|---|---|---|---|---|---|---|---|---|---|---|
| KXTOPARTIST-26B-BAD | 0.820 | 0.860 | 0.790 | 0.790 | 0.846 | open | 36 | $981.41 | 85 % | buy file → |
| KXTOPARTIST-26B-DRA | 0.110 | 0.140 | 0.090 | 0.140 | 0.106 | open | 22 | $92.02 | 96 % | buy file → |
| KXTOPARTIST-26B-TAY | 0.060 | 0.070 | 0.040 | 0.070 | 0.068 | open | 6 | $2.71 | 96 % | buy file → |
| KXTOPARTIST-26B-CHA | 0.010 | 0.010 | 0.010 | 0.010 | 0.010 | No | 1 | $0.26 | 100 % | buy file → |
The 6 most traded Top Artist on Spotify contracts on 2026-09-05 — 0 closed Yes (≥ 0.97), 3 closed No (≤ 0.03), 3 still open at the last print: 65 trades, $222.6 USD turnover. The busiest contract was KXTOPARTIST-26B-BAD with $179.06 turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | |
|---|---|---|---|---|---|---|---|---|---|---|
| KXTOPARTIST-26B-BAD | 0.830 | 0.870 | 0.820 | 0.820 | 0.847 | open | 28 | $179.06 | 77 % | buy file → |
| KXTOPARTIST-26B-DRA | 0.100 | 0.150 | 0.080 | 0.110 | 0.100 | open | 26 | $36.65 | 27 % | buy file → |
| KXTOPARTIST-26B-TAY | 0.080 | 0.080 | 0.060 | 0.060 | 0.064 | open | 5 | $3.79 | 25 % | buy file → |
| KXTOPARTIST-26B-BRU | 0.020 | 0.030 | 0.020 | 0.020 | 0.027 | No | 4 | $1.22 | 76 % | buy file → |
| KXTOPARTIST-26B-WEE | 0.010 | 0.010 | 0.010 | 0.010 | 0.010 | No | 1 | $0.94 | 100 % | buy file → |
| KXTOPARTIST-26B-BEY | 0.010 | 0.010 | 0.010 | 0.010 | 0.010 | No | 1 | $0.94 | 100 % | buy file → |
The 4 most traded Top Artist on Spotify contracts on 2026-09-04 — 0 closed Yes (≥ 0.97), 1 closed No (≤ 0.03), 3 still open at the last print: 238 trades, $2.8K USD turnover. The busiest contract was KXTOPARTIST-26B-BAD with $2.4K turnover.
| Contract | Open | High | Low | Close | VWAP | Implied outcome | Trades | Turnover | Buy share | |
|---|---|---|---|---|---|---|---|---|---|---|
| KXTOPARTIST-26B-BAD | 0.850 | 0.880 | 0.810 | 0.830 | 0.843 | open | 66 | $2.4K | 96 % | buy file → |
| KXTOPARTIST-26B-DRA | 0.120 | 0.150 | 0.100 | 0.100 | 0.122 | open | 41 | $182.62 | 75 % | buy file → |
| KXTOPARTIST-26B-BRU | 0.020 | 0.080 | 0.010 | 0.020 | 0.026 | No | 93 | $135.33 | 52 % | buy file → |
| KXTOPARTIST-26B-TAY | 0.060 | 0.080 | 0.040 | 0.080 | 0.055 | open | 38 | $68.08 | 93 % | buy file → |
| 0.820 |
| 1 |
| $28.7 |
| 1.32 ¢ |
| $640.44 / $266.49 |
| 02:29 | 0.820 | 0.830 | 0.830 | 0.830 | 1 | $4.94 | 1.00 ¢ | $631.31 / $200.89 |
| 05:34 | 0.830 | 0.820 | 0.820 | 0.820 | 1 | $0.92 | 1.19 ¢ | $605.88 / $224.05 |
| 11:28 | 0.820 | 0.820 | 0.820 | 0.820 | 1 | $76.26 | 2.00 ¢ | $0.8 / $145.95 |
| 11:29 | 0.820 | 0.840 | 0.820 | 0.840 | 11 | $557.13 | 5.01 ¢ | $7.05 / $59.07 |
| 11:32 | 0.840 | 0.830 | 0.830 | 0.830 | 5 | $136.95 | 1.77 ¢ | $22.88 / $221.05 |
| 11:33 | 0.830 | 0.830 | 0.830 | 0.830 | 1 | $48.14 | 1.76 ¢ | $39.67 / $242 |
| 11:34 | 0.830 | 0.840 | 0.840 | 0.840 | 3 | $449.4 | 1.71 ¢ | $20.35 / $201.26 |
| 11:41 | 0.840 | 0.850 | 0.850 | 0.850 | 6 | $527.79 | 5.37 ¢ | $17.52 / $180.03 |
| 11:58 | 0.850 | 0.860 | 0.860 | 0.860 | 3 | $282.67 | 4.04 ¢ | $29.43 / $270.81 |
| 12:00 | 0.860 | 0.870 | 0.870 | 0.870 | 1 | $19.82 | 4.00 ¢ | $29.88 / $277.56 |
| 12:08 | 0.870 | 0.870 | 0.870 | 0.870 | 1 | $0.99 | 4.00 ¢ | $29.88 / $286.07 |
| 12:28 | 0.870 | 0.870 | 0.870 | 0.870 | 2 | $66.99 | 4.00 ¢ | $24.9 / $276.99 |
| 13:42 | 0.870 | 0.840 | 0.820 | 0.820 | 2 | $22.84 | 4.29 ¢ | $16.83 / $359.91 |
| 14:54 | 0.820 | 0.830 | 0.830 | 0.830 | 2 | $0.93 | 4.00 ¢ | $26.91 / $367.18 |
| 16:27 | 0.830 | 0.860 | 0.850 | 0.860 | 5 | $130.06 | 2.81 ¢ | $26.47 / $182.47 |
| 18:03 | 0.860 | 0.830 | 0.830 | 0.830 | 2 | $18.91 | 4.00 ¢ | $17.04 / $266.9 |
| 19:39 | 0.830 | 0.870 | 0.870 | 0.870 | 1 | $0.99 | 4.63 ¢ | $11.51 / $145.79 |
| 19:40 | 0.870 | 0.870 | 0.870 | 0.870 | 1 | $1.98 | 4.27 ¢ | $14.79 / $142.13 |
| 20:46 | 0.870 | 0.880 | 0.880 | 0.880 | 1 | $10.56 | 6.00 ¢ | $9.84 / $124.06 |
| 20:56 | 0.880 | 0.880 | 0.880 | 0.880 | 1 | $0.5 | 6.00 ¢ | $9.84 / $145.06 |
| 21:07 | 0.880 | 0.820 | 0.820 | 0.820 | 1 | $2.79 | 6.00 ¢ | $9.44 / $144.71 |
| 21:52 | 0.820 | 0.880 | 0.880 | 0.880 | 1 | $1.76 | 6.00 ¢ | $7.06 / $145.63 |
| 22:19 | 0.880 | 0.880 | 0.880 | 0.880 | 1 | $0.4 | 6.00 ¢ | $7.06 / $144.88 |
| 22:30 | 0.880 | 0.880 | 0.880 | 0.880 | 1 | $9.91 | 6.00 ¢ | $7.06 / $137.72 |
| 22:31 | 0.880 | 0.820 | 0.820 | 0.820 | 1 | $0.07 | 6.00 ¢ | $7 / $134.89 |
| 22:33 | 0.820 | 0.820 | 0.810 | 0.810 | 2 | $9.21 | 6.00 ¢ | $12.31 / $136.57 |
| 22:48 | 0.810 | 0.870 | 0.870 | 0.870 | 1 | $1.98 | 4.00 ¢ | $19.31 / $155.45 |
| 23:02 | 0.870 | 0.870 | 0.870 | 0.870 | 1 | $0.99 | 4.00 ¢ | $19.31 / $153.26 |
| 23:32 | 0.870 | 0.860 | 0.860 | 0.860 | 1 | $0.99 | 2.96 ¢ | $20.14 / $56.16 |
| 23:54 | 0.860 | 0.840 | 0.840 | 0.840 | 1 | $0.99 | 2.53 ¢ | $20.68 / $180.85 |
| 23:59 | 0.840 | 0.830 | 0.830 | 0.830 | 1 | $1.66 | 2.51 ¢ | $17.4 / $43.69 |
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.
Over the last 30 captured days, the turnover-weighted quoted bid-ask spread was 2.07 ¢ (contracts quote 0..1 = 100 ¢), the mean best-bid/best-ask notional was about $147.38 per side, 76 % 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.
KXTOPARTIST-26B-BAD — $2.7K USD turnover over 107 trades on Kalshi. The 7 most traded contracts of the series did 206 trades and $2.9K 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.