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JSON Data Dump
Albert Cui edited this page Mar 23, 2016
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10 revisions
YASP's data dumps are located on Academic Torrents.
We suggest streaming the file, decompressing and parsing the JSON as you go. For an example on how to do this (in Node.js of course), see here. This script dumps all the match_ids contained in the data file.
In general:
- Times are in seconds
- Positions are notated as:
{
"X COORDINATE": {
"Y COORDINATE": # of instances at this position
}
}[{ // Data dumps are arrays of match objects
"match_id": 2000594819,
"match_seq_num": 1764515493,
"radiant_win": false,
"start_time": 1450027278,
"duration": 1089, // In seconds
"tower_status_radiant": 1975, // Bitmask, see here https://wiki.teamfortress.com/wiki/WebAPI/GetMatchDetails#Tower_Status
"tower_status_dire": 2047,
"barracks_status_radiant": 63,
"barracks_status_dire": 63,
"cluster": 133,
"first_blood_time": 203,
"lobby_type": 1,
"human_players": 10,
"leagueid": 4176,
"positive_votes": 0,
"negative_votes": 0,
"game_mode": 2,
"engine": 1,
"picks_bans": [{ // See https://wiki.teamfortress.com/wiki/WebAPI/GetMatchDetails#Result_data
"is_pick": false,
"hero_id": 69,
"team": 0, // 0 or 1
"order": 0
}, ... ],
"parse_status": 2,
"chat": [{
"time": -89,
"type": "chat", // Player message or could be event type, I.E "CHAT_MESSAGE_TOWER_KILL"
"unit": "MAKES ME HAPPY", // Name of Player
"key": "go?", // What they said
"slot": 2 // Their slot
}, ... ],
"radiant_gold_adv": [0, 0, 0, 0, 0, 0, 0, 0, 0, 33, -218, -318, -1064, -1633, -1563, -2536, -2760, -3556, -4784, -5523, -6289, -8281, -9691, -11233, -12322, -12840, -15617, -15778, -15778, -15778, -15778, -15778],
"radiant_xp_adv": [0, 0, 0, 0, 0, 0, 0, 0, 0, 137, -96, -236, -846, -1211, -1282, -2153, -2317, -2999, -3917, -4722, -5590, -6596, -8472, -8760, -9853, -10754, -14250, -14470, -14470, -14470, -14470, -14470],
"teamfights": [{ // Array of teamfight objects
"start": 380,
"end": 432,
"last_death": 417,
"deaths": 4,
"players": [{ // Array of each player's team fight contribution, indexed by their slot.
"deaths_pos": {
"76": {
"162": 1
}
},
"ability_uses": {
"lion_impale": 1,
"lion_voodoo": 1
},
"item_uses": {},
"killed": {},
"deaths": 1,
"buybacks": 0,
"damage": 31,
"gold_delta": -89,
"xp_delta": 113,
"xp_start": 603,
"xp_end": 716
}, ... ]
}, ... ],
"version": 15, // Parse version, used internally for YASP
"skill": 1, // Newer data dumps have this, the skill level (Normal, High, Very High)
"players": [{ // Array of players
"account_id": 223332951, // Standard WebAPI stuff
"player_slot": 0,
"hero_id": 26,
"item_0": 46,
"item_1": 36,
"item_2": 38,
"item_3": 0,
"item_4": 0,
"item_5": 188,
"kills": 0,
"deaths": 5,
"assists": 1,
"leaver_status": 0,
"gold": 19,
"last_hits": 3,
"denies": 4,
"gold_per_min": 110,
"xp_per_min": 112,
"gold_spent": 2085,
"hero_damage": 1072,
"tower_damage": 33,
"hero_healing": 0,
"level": 6,
"ability_upgrades": [{
"ability": 5044,
"time": 774,
"level": 1
}, ... ],
"additional_units": null,
"stuns": 12.7967, // Total stun duration of all stuns by this user
"max_hero_hit": {
"type": "max_hero_hit",
"time": 561,
"max": true,
"inflictor": "lion_impale",
"unit": "npc_dota_hero_lion",
"key": "npc_dota_hero_winter_wyvern",
"value": 105,
"slot": 0,
"player_slot": 0
},
"times": [0, 60, 120, 180, 240, 300, 360, 420, 480, 540, 600, 660, 720, 780, 840, 900, 960, 1020, 1080, 1140, 1200, 1260, 1320, 1380],
"gold_t": [0, 100, 200, 300, 400, 500, 600, 700, 846, 946, 1046, 1194, 1294, 1394, 1494, 1594, 1784, 1884, 1984, 2000, 2000, 2000, 2000, 2000],
"lh_t": [0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3],
"xp_t": [0, 62, 135, 232, 304, 448, 510, 716, 849, 922, 1273, 1324, 1397, 1503, 1582, 1582, 1841, 1841, 2045, 2045, 2045, 2045, 2045, 2045],
"obs_log": [{
"time": 880,
"key": [114, 92] // (x, y)
}, {
"time": 980,
"key": [102, 116]
}],
"sen_log": [{
"time": 183,
"key": [114, 134]
}],
"purchase_log": [{
"time": -85,
"key": "courier"
}, ... ],
"kills_log": [{
"time": 332,
"key": "npc_dota_hero_ember_spirit"
}, ... ],
"buyback_log": [],
"lane_pos": {
"70": {
"74": 2,
"162": 2
}, ...
},
"obs": {
"102": {
"116": 1 // Placed one observer at (102, 116)
}
},
"sen": {
"114": {
"134": 1
}
},
"actions": { // See https://github.com/yasp-dota/yasp/blob/master/json/order_types.json
"1": 2588,
"2": 140,
"4": 247,
"5": 10,
"6": 17,
"7": 4,
"8": 4,
"10": 58,
"11": 6,
"16": 23,
"17": 1,
"19": 3,
"25": 4
},
"pings": {
"0": 37 // Total number of pings
},
"purchase": {
"courier": 1,
"ward_sentry": 1,
"branches": 3,
"clarity": 1,
"tango": 1,
"ward_dispenser": 1,
"tpscroll": 10,
"ward_observer": 3,
"smoke_of_deceit": 1,
"circlet": 1,
"magic_stick": 1,
"magic_wand": 1
},
"gold_reasons": { // See https://github.com/yasp-dota/yasp/blob/master/json/gold_reasons.json
"0": 715,
"1": -565,
"6": 25,
"13": 94
},
"xp_reasons": { // See https://github.com/yasp-dota/yasp/blob/master/json/xp_reasons.json
"0": 1,
"2": 2045
},
"killed": {
"npc_dota_creep_goodguys_melee": 4,
"npc_dota_creep_badguys_ranged": 2,
"npc_dota_tusk_frozen_sigil1": 1
},
"item_uses": {
"courier": 1,
"ward_sentry": 2,
"tango": 4,
"tpscroll": 6,
"ward_observer": 2
},
"ability_uses": {
"lion_voodoo": 7,
"lion_impale": 9
},
"hero_hits": {
"undefined": 13,
"lion_impale": 7
},
"damage": {
"npc_dota_creep_goodguys_melee": 482,
"npc_dota_neutral_dark_troll": 52,
"npc_dota_neutral_dark_troll_warlord": 54,
"npc_dota_hero_ember_spirit": 352,
"npc_dota_creep_badguys_melee": 1111
},
"damage_taken": {
"npc_dota_neutral_dark_troll": 35,
"npc_dota_neutral_dark_troll_warlord": 24,
"npc_dota_hero_winter_wyvern": 1042,
"npc_dota_creep_badguys_ranged": 109,
"npc_dota_creep_badguys_melee": 234,
"npc_dota_hero_ember_spirit": 682
},
"damage_inflictor": {
"undefined": 479,
"lion_impale": 690
},
"runes": {},
"killed_by": {
"npc_dota_hero_ember_spirit": 3,
"npc_dota_hero_windrunner": 1,
"npc_dota_hero_magnataur": 1
},
"modifier_applied": {
"modifier_tango_heal": 4,
"modifier_teleporting": 6,
"modifier_lion_voodoo": 7,
"modifier_lion_impale": 20
},
"kill_streaks": { // See https://github.com/yasp-dota/yasp/blob/master/json/kill_streaks.json
"3": 1,
"4": 1,
"5": 1,
"6": 1,
"7": 1,
"8": 1,
"9": 1,
"10": 1
},
"multi_kills": {
"2": 2
},
"healing": {
"npc_dota_hero_gyrocopter": 8
}
}, ... ]