clash-royal-analytics

first step construct dataset with the help of cr-api (https://github.com/RoyaleAPI)

construct utility classes to access REST cr-api:

Example: Get top player FR

			Player[] players = 
					QueryBuilder
						.selectTopPlayers(Country.FR)
						.withKeys(Arrays.asList(new String[] {"name", "tag"}))
						.withMax(5)
						.execute();
			

or get Player Battles

			Battle[] battles = QueryBuilder
					.selectPlayerBattles(HOULALA_ID)
					.execute();

then iterate threw battles to generate a csv file:

	public static void main(String args[]) throws CrServiceException {
   	
   	ConfigManager.init();
   	
   	BattleVisitor battleVisitor = new BattleVisitor();
   	battleVisitor.init();
   	battleVisitor.startVisit(10 * 1000); /*x * 1mn*/
   	battleVisitor.end();
   }

Battle are initialized from top ladder players

	
		Player[] players = 
				QueryBuilder
					.selectTopPlayers(Country.FR)
					.execute();

Then getting player last matches, and keeping opponents to get other results.

I defined csv format like this

type	winner	utctime	name_P1	tag_P1	clan_P1	startTrophies_P1	crownsEarned_P1	deckid_P1	knight_P1	archers_P1	goblins_P1	giant_P1	pekka_P1	minions_P1	balloon_P1	witch_P1	barbarians_P1	golem_P1	skeletons_P1	valkyrie_P1	skeleton_army_P1	bomber_P1	musketeer_P1	baby_dragon_P1	prince_P1	wizard_P1	mini_pekka_P1	spear_goblins_P1	giant_skeleton_P1	hog_rider_P1	minion_horde_P1	ice_wizard_P1	royal_giant_P1	guards_P1	princess_P1	dark_prince_P1	three_musketeers_P1	lava_hound_P1	ice_spirit_P1	fire_spirits_P1	miner_P1	sparky_P1	bowler_P1	lumberjack_P1	battle_ram_P1	inferno_dragon_P1	ice_golem_P1	mega_minion_P1	dart_goblin_P1	goblin_gang_P1	electro_wizard_P1	elite_barbarians_P1	hunter_P1	executioner_P1	bandit_P1	royal_recruits_P1	night_witch_P1	bats_P1	royal_ghost_P1	zappies_P1	rascals_P1	cannon_cart_P1	mega_knight_P1	skeleton_barrel_P1	flying_machine_P1	royal_hogs_P1	magic_archer_P1	cannon_P1	goblin_hut_P1	mortar_P1	inferno_tower_P1	bomb_tower_P1	barbarian_hut_P1	tesla_P1	elixir_collector_P1	x_bow_P1	tombstone_P1	furnace_P1	fireball_P1	arrows_P1	rage_P1	rocket_P1	goblin_barrel_P1	freeze_P1	mirror_P1	lightning_P1	zap_P1	poison_P1	graveyard_P1	the_log_P1	tornado_P1	clone_P1	barbarian_barrel_P1	heal_P1	giant_snowball_P1	strenght_P1_0	strenght_P1_1	strenght_P1_2	strenght_P1_3	strenght_P1_4	strenght_P1_5	strenght_P1_6	strenght_P1_7	name_P2	tag_P2	clan_P2	startTrophies_P2	crownsEarned_P2	deckid_P2	knight_P2	archers_P2	goblins_P2	giant_P2	pekka_P2	minions_P2	balloon_P2	witch_P2	barbarians_P2	golem_P2	skeletons_P2	valkyrie_P2	skeleton_army_P2	bomber_P2	musketeer_P2	baby_dragon_P2	prince_P2	wizard_P2	mini_pekka_P2	spear_goblins_P2	giant_skeleton_P2	hog_rider_P2	minion_horde_P2	ice_wizard_P2	royal_giant_P2	guards_P2	princess_P2	dark_prince_P2	three_musketeers_P2	lava_hound_P2	ice_spirit_P2	fire_spirits_P2	miner_P2	sparky_P2	bowler_P2	lumberjack_P2	battle_ram_P2	inferno_dragon_P2	ice_golem_P2	mega_minion_P2	dart_goblin_P2	goblin_gang_P2	electro_wizard_P2	elite_barbarians_P2	hunter_P2	executioner_P2	bandit_P2	royal_recruits_P2	night_witch_P2	bats_P2	royal_ghost_P2	zappies_P2	rascals_P2	cannon_cart_P2	mega_knight_P2	skeleton_barrel_P2	flying_machine_P2	royal_hogs_P2	magic_archer_P2	cannon_P2	goblin_hut_P2	mortar_P2	inferno_tower_P2	bomb_tower_P2	barbarian_hut_P2	tesla_P2	elixir_collector_P2	x_bow_P2	tombstone_P2	furnace_P2	fireball_P2	arrows_P2	rage_P2	rocket_P2	goblin_barrel_P2	freeze_P2	mirror_P2	lightning_P2	zap_P2	poison_P2	graveyard_P2	the_log_P2	tornado_P2	clone_P2	barbarian_barrel_P2	heal_P2	giant_snowball_P2	strenght_P2_0	strenght_P2_1	strenght_P2_2	strenght_P2_3	strenght_P2_4	strenght_P2_5	strenght_P2_6	strenght_P2_7
Ladder	0	1534421142	_Pourquoi_Que	Y28LVQG2	_Amnæs?a Un?ted	5267	1	0008004400020000020602	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	0	11	4	13	13	13	11	8	4	_??	22Q9U9VYL	_????	5238	0	08004010100202000440	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	11	13	11	11	13	13	11	13
Challenge	2	1534420740	_Pourquoi_Que	Y28LVQG2	_Amnæs?a Un?ted	5267	0	0000000061040600008002	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	0	0	0	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	1	1	7	1	9	1	4	1	_???	2LGCUCUCL	_AKARU??	4436	1	00000000780004044040	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	7	1	7	1	1	7	9

Dataset

A first dataset is constructed, 363152 battles and can be accessed here