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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 | |
 | Wind Lace | 14 | 56.00% | 100.0 | 64.29% | +27.93% | +35.71% | -30.96% | -8.42% | 10:10 | 03:56 | 05:28 | 08:26 | 13:23 | 19:19 | 07:55 | 05:51 |
 | Sange | 15 | 60.00% | 97.7 | 60.00% | +20.00% | -10.00% | +40.00% | 7.79% | 21:40 | 14:10 | 17:58 | 21:27 | 24:23 | 30:05 | 06:25 | 04:45 |
 | Kaya and Sange | 11 | 44.00% | 95.3 | 63.64% | +20.78% | +3.03% | +3.03% | 0.00% | 25:49 | 14:32 | 21:55 | 26:35 | 28:04 | 33:13 | 06:09 | 04:33 |
 | Kaya | 11 | 44.00% | 93.0 | 63.64% | +20.78% | +3.03% | +3.03% | 0.00% | 24:49 | 11:59 | 21:27 | 23:25 | 27:35 | 33:09 | 06:08 | 04:32 |
 | Boots of Speed | 25 | 100.00% | 90.7 | 52.00% | +52.00% | +14.67% | +14.67% | 0.00% | 03:11 | 01:39 | 02:26 | 02:48 | 03:30 | 06:18 | 01:04 | 00:47 |
 | Magic Wand | 25 | 100.00% | 88.4 | 52.00% | +52.00% | +14.67% | +14.67% | 0.00% | 04:15 | -01:29 | 01:50 | 04:28 | 05:59 | 10:50 | 04:09 | 03:04 |
 | Aghanim's Shard | 23 | 92.00% | 86.0 | 52.17% | +2.17% | -18.84% | -2.17% | 3.62% | 19:12 | 15:07 | 16:09 | 18:24 | 20:45 | 27:50 | 04:36 | 03:24 |
 | Void Stone | 12 | 48.00% | 83.7 | 58.33% | +12.18% | +8.34% | -58.33% | -10.72% | 21:48 | 12:52 | 17:37 | 19:34 | 23:50 | 36:13 | 06:13 | 04:36 |
 | Lotus Orb | 10 | 40.00% | 81.4 | 60.00% | +13.33% | +6.67% | -10.00% | -1.03% | 25:52 | 17:58 | 18:42 | 21:30 | 34:51 | 44:04 | 16:09 | 11:57 |
 | Hood of Defiance | 10 | 40.00% | 79.1 | 60.00% | +13.33% | +40.00% | -10.00% | -15.08% | 10:52 | 06:07 | 09:15 | 10:07 | 12:34 | 15:05 | 03:19 | 02:27 |
 | Ring of Health | 15 | 60.00% | 76.7 | 53.33% | +3.33% | +21.67% | -28.33% | -6.83% | 14:19 | 05:59 | 09:08 | 12:31 | 16:27 | 36:13 | 07:19 | 05:25 |
 | Spirit Vessel | 21 | 84.00% | 74.4 | 47.62% | -27.38% | +32.38% | -27.62% | -16.44% | 12:11 | 09:08 | 10:03 | 12:06 | 13:42 | 18:56 | 03:39 | 02:42 |
 | Shiva's Guard | 8 | 32.00% | 72.1 | 62.50% | +15.44% | +37.50% | -12.50% | -14.35% | 34:56 | 22:23 | 33:38 | 36:17 | 37:07 | 39:12 | 03:29 | 02:34 |
 | Urn of Shadows | 22 | 88.00% | 69.8 | 45.45% | -54.55% | +21.22% | -25.45% | -16.67% | 05:19 | 02:34 | 03:23 | 05:02 | 06:11 | 11:24 | 02:48 | 02:04 |
 | Ring of Protection | 22 | 88.00% | 67.4 | 45.45% | -54.55% | +4.55% | -5.45% | -2.73% | 03:14 | -01:29 | 01:29 | 03:09 | 05:09 | 09:00 | 03:40 | 02:42 |
 | Magic Stick | 20 | 80.00% | 65.1 | 45.00% | -35.00% | -5.00% | -5.00% | 0.00% | 03:21 | -01:29 | 00:36 | 01:59 | 04:22 | 09:40 | 03:46 | 02:47 |
 | Overwhelming Blink | 2 | 8.00% | 62.8 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 42:08 | 38:19 | 38:19 | 45:56 | 45:56 | 45:56 | 07:37 | 05:38 |
 | Aghanim's Scepter | 2 | 8.00% | 60.5 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 42:37 | 41:40 | 41:40 | 43:33 | 43:33 | 43:33 | 01:53 | 01:23 |
 | Heart of Tarrasque | 2 | 8.00% | 58.1 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 34:41 | 32:50 | 32:50 | 36:32 | 36:32 | 36:32 | 03:42 | 02:44 |
 | Power Treads | 7 | 28.00% | 55.8 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 06:51 | 05:13 | 05:51 | 06:17 | 07:06 | 08:48 | 01:15 | 00:55 |
 | Black King Bar | 7 | 28.00% | 53.5 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 33:19 | 21:33 | 22:43 | 35:57 | 36:20 | 44:43 | 13:37 | 10:05 |
 | Eul's Scepter of Divinity | 5 | 20.00% | 51.2 | 60.00% | +10.00% | +40.00% | -60.00% | -9.92% | 22:49 | 14:23 | 14:23 | 21:37 | 24:28 | 39:11 | 10:05 | 07:28 |
 | Blink Dagger | 9 | 36.00% | 48.8 | 44.44% | -11.81% | +5.56% | +5.56% | 0.00% | 31:07 | 24:32 | 24:49 | 28:20 | 29:02 | 49:19 | 04:13 | 03:07 |
 | Force Staff | 3 | 12.00% | 46.5 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 18:54 | 13:16 | 13:16 | 15:34 | 27:51 | 27:51 | 14:35 | 10:48 |
 | Fluffy Hat | 3 | 12.00% | 44.2 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 10:13 | 02:56 | 02:56 | 10:57 | 16:46 | 16:46 | 13:50 | 10:14 |
 | Null Talisman | 12 | 48.00% | 41.9 | 33.33% | -35.90% | 0.00% | -33.33% | -28.17% | 02:09 | 00:58 | 01:13 | 01:57 | 02:24 | 04:01 | 01:11 | 00:52 |
 | Bracer | 4 | 16.00% | 39.5 | 50.00% | -2.38% | +50.00% | +50.00% | 0.00% | 01:43 | 00:53 | 00:53 | 01:55 | 01:56 | 02:09 | 01:03 | 00:46 |
 | Phase Boots | 1 | 4.00% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:27 | 06:27 | 06:27 | 06:27 | 06:27 | 06:27 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 4.00% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:30 | 48:30 | 48:30 | 48:30 | 48:30 | 48:30 | 00:00 | 00:00 |
 | Chainmail | 1 | 4.00% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:26 | 06:26 | 06:26 | 06:26 | 06:26 | 06:26 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 8.00% | 30.2 | 50.00% | -2.17% | +50.00% | 0.00% | 0.00% | 28:43 | 28:41 | 28:41 | 28:45 | 28:45 | 28:45 | 00:04 | 00:02 |
 | Headdress | 2 | 8.00% | 27.9 | 50.00% | -2.17% | +50.00% | 0.00% | 0.00% | 17:58 | 12:35 | 12:35 | 23:21 | 23:21 | 23:21 | 10:46 | 07:58 |
 | Pipe of Insight | 2 | 8.00% | 25.6 | 50.00% | -2.17% | +50.00% | 0.00% | 0.00% | 19:41 | 14:59 | 14:59 | 24:22 | 24:22 | 24:22 | 09:23 | 06:57 |
 | Arcane Boots | 2 | 8.00% | 23.3 | 50.00% | -2.17% | +50.00% | 0.00% | 0.00% | 14:33 | 11:36 | 11:36 | 17:29 | 17:29 | 17:29 | 05:53 | 04:21 |
 | Quelling Blade | 2 | 8.00% | 20.9 | 50.00% | -2.17% | -50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wind Waker | 2 | 8.00% | 18.6 | 50.00% | -2.17% | +50.00% | 0.00% | 0.00% | 37:28 | 28:50 | 28:50 | 46:06 | 46:06 | 46:06 | 17:16 | 12:47 |
 | Dagon (level 2) | 1 | 4.00% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:58 | 39:58 | 39:58 | 39:58 | 39:58 | 39:58 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 4.00% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 4.00% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 00:00 | 00:00 |
 | Vanguard | 1 | 4.00% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:31 | 12:31 | 12:31 | 12:31 | 12:31 | 12:31 | 00:00 | 00:00 |
 | Crown | 1 | 4.00% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Dagon | 1 | 4.00% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:01 | 31:01 | 31:01 | 31:01 | 31:01 | 31:01 | 00:00 | 00:00 |
 | Radiance | 1 | 4.00% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 00:00 | 00:00 |