Dataset Distribution Analysis

#1
by BXYMartin - opened

Here we discuss the data related problems

Given the scope of interested tags, the distribution of tags in v0.1 dataset is:
image.png
Scope is defined as:

        GAME_TAG.ENTITY_ID,
        GAME_TAG.HEALTH,
        GAME_TAG.DAMAGE,
        GAME_TAG.ATK,
        GAME_TAG.COST,
        GAME_TAG.ARMOR,
        GAME_TAG.ZONE,
        GAME_TAG.CONTROLLER,
        GAME_TAG.CLASS,
        GAME_TAG.CARDRACE,
        GAME_TAG.CARDTYPE,
        GAME_TAG.SECRET,
        GAME_TAG.ZONE_POSITION,
        GAME_TAG.FATIGUE,
        GAME_TAG.EXHAUSTED,
        # Extra
        GAME_TAG.DURABILITY,
        GAME_TAG.ENRAGED,
        GAME_TAG.FROZEN,
        GAME_TAG.SILENCED,
        GAME_TAG.WINDFURY,
        GAME_TAG.TAUNT,
        GAME_TAG.STEALTH,
        GAME_TAG.POISONOUS,
        GAME_TAG.CHARGE,
        GAME_TAG.LIFESTEAL,
        GAME_TAG.RUSH,
        GAME_TAG.ECHO,
        GAME_TAG.REBORN,
        GAME_TAG.DEATHRATTLE,
        GAME_TAG.COMBO,
        GAME_TAG.IMMUNE,
        GAME_TAG.MAGNET,
        GAME_TAG.OVERKILL,
        GAME_TAG.INSPIRE,
        GAME_TAG.OUTCAST,
        GAME_TAG.SPELLBURST,
        GAME_TAG.DORMANT,
        GAME_TAG.FRENZY,
        GAME_TAG.TRADEABLE,

For each multi-categorical tags, the distribution is as follows:

ARMOR_counts.png
ATK_counts.png
CARDRACE_counts.png
CARDTYPE_counts.png
COST_counts.png
DAMAGE_counts.png
HEALTH_counts.png
ZONE_counts.png
ZONE_POSITION_counts.png

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