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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Kaya and Sange | 4 | 40.00% | 100.0 | 75.00% | +58.33% | +25.00% | +25.00% | 0.00% | 30:49 | 27:05 | 27:05 | 31:43 | 32:11 | 32:17 | 05:06 | 03:46 |
 | Kaya | 4 | 40.00% | 97.0 | 75.00% | +58.33% | +25.00% | -75.00% | -19.23% | 30:25 | 26:34 | 26:34 | 31:25 | 31:46 | 31:53 | 05:12 | 03:51 |
 | Boots of Speed | 10 | 100.00% | 93.9 | 40.00% | +40.00% | +26.67% | -40.00% | -30.54% | 04:09 | 00:47 | 03:04 | 03:41 | 05:15 | 07:18 | 02:11 | 01:37 |
 | Aghanim's Scepter | 6 | 60.00% | 90.9 | 50.00% | +25.00% | +50.00% | -50.00% | -29.13% | 17:09 | 13:41 | 15:01 | 17:20 | 18:27 | 20:55 | 03:26 | 02:32 |
 | Sange | 6 | 60.00% | 87.9 | 50.00% | +25.00% | 0.00% | -50.00% | -13.76% | 29:24 | 24:11 | 26:52 | 28:44 | 30:30 | 36:21 | 03:38 | 02:41 |
 | Manta Style | 6 | 60.00% | 84.8 | 50.00% | +25.00% | +50.00% | -50.00% | -30.30% | 23:18 | 20:29 | 21:15 | 21:46 | 24:33 | 29:19 | 03:18 | 02:26 |
 | Boots of Travel 2 | 3 | 30.00% | 81.8 | 66.67% | +38.10% | +33.33% | 0.00% | 0.00% | 48:18 | 40:36 | 40:36 | 45:05 | 59:14 | 59:14 | 18:38 | 13:48 |
 | Bloodstone | 3 | 30.00% | 78.8 | 66.67% | +38.10% | +33.33% | 0.00% | 0.00% | 27:51 | 26:27 | 26:27 | 27:56 | 29:09 | 29:09 | 02:42 | 02:00 |
 | Wraith Band | 7 | 70.00% | 75.8 | 42.86% | +9.53% | +57.14% | +7.14% | -19.48% | 07:34 | 02:20 | 02:37 | 03:44 | 05:11 | 28:33 | 02:34 | 01:54 |
 | Bottle | 7 | 70.00% | 72.7 | 42.86% | +9.53% | +57.14% | -42.86% | -100.00% | 01:35 | 01:06 | 01:11 | 01:31 | 01:50 | 02:18 | 00:39 | 00:28 |
 | Yasha | 8 | 80.00% | 69.7 | 37.50% | -12.50% | +62.50% | -37.50% | -18.75% | 20:35 | 16:37 | 17:05 | 19:49 | 22:25 | 26:44 | 05:20 | 03:57 |
 | Magic Wand | 9 | 90.00% | 66.7 | 33.33% | -66.67% | +16.67% | +16.67% | 0.00% | 04:55 | -01:29 | 02:40 | 04:42 | 06:31 | 11:24 | 03:51 | 02:51 |
 | Black King Bar | 1 | 10.00% | 63.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 00:00 | 00:00 |
 | Magic Stick | 8 | 80.00% | 60.6 | 25.00% | -75.00% | -25.00% | +25.00% | 33.33% | 04:07 | -01:29 | 02:18 | 03:18 | 03:48 | 11:04 | 01:30 | 01:06 |
 | Crown | 2 | 20.00% | 57.6 | 50.00% | +12.50% | +50.00% | 0.00% | 0.00% | 07:56 | 07:12 | 07:12 | 08:40 | 08:40 | 08:40 | 01:28 | 01:05 |
 | Shiva's Guard | 2 | 20.00% | 54.5 | 50.00% | +12.50% | +50.00% | 0.00% | 0.00% | 43:19 | 37:44 | 37:44 | 48:54 | 48:54 | 48:54 | 11:10 | 08:16 |
 | Rod of Atos | 2 | 20.00% | 51.5 | 50.00% | +12.50% | +50.00% | 0.00% | 0.00% | 14:54 | 12:13 | 12:13 | 17:35 | 17:35 | 17:35 | 05:22 | 03:58 |
 | Aghanim's Shard | 3 | 30.00% | 48.5 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 29:18 | 20:12 | 20:12 | 22:19 | 45:23 | 45:23 | 25:11 | 18:39 |
 | Power Treads | 3 | 30.00% | 45.5 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 06:34 | 05:57 | 05:57 | 06:51 | 06:55 | 06:55 | 00:58 | 00:42 |
 | Boots of Travel | 3 | 30.00% | 42.4 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 37:47 | 28:13 | 28:13 | 41:26 | 43:42 | 43:42 | 15:29 | 11:28 |
 | Wind Lace | 4 | 40.00% | 39.4 | 25.00% | -25.00% | -25.00% | +75.00% | 14.71% | 08:54 | 03:03 | 03:03 | 06:05 | 09:51 | 16:38 | 06:48 | 05:02 |
 | Hurricane Pike | 4 | 40.00% | 36.4 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 23:42 | 18:19 | 18:19 | 20:09 | 22:00 | 34:20 | 03:41 | 02:43 |
 | Dragon Lance | 4 | 40.00% | 33.3 | 25.00% | -25.00% | -25.00% | +75.00% | 29.27% | 13:19 | 10:19 | 10:19 | 13:23 | 13:44 | 15:51 | 03:25 | 02:31 |
 | Fluffy Hat | 4 | 40.00% | 30.3 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 22:16 | 15:16 | 15:16 | 18:39 | 21:26 | 33:41 | 06:10 | 04:34 |
 | Force Staff | 4 | 40.00% | 27.3 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 23:07 | 17:09 | 17:09 | 20:09 | 21:27 | 33:41 | 04:18 | 03:11 |
 | Overwhelming Blink | 1 | 10.00% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 10.00% | 21.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 10.00% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 10.00% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:54 | 48:54 | 48:54 | 48:54 | 48:54 | 48:54 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 10.00% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 10.00% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 10.00% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:07 | 15:07 | 15:07 | 15:07 | 15:07 | 15:07 | 00:00 | 00:00 |
 | Cornucopia | 1 | 10.00% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 00:00 | 00:00 |