Genshin Character Analytics Dataset
Data Science and Analytics
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About
This dataset provides detailed information on all current playable characters within the popular game Genshin Impact. It was created as a useful resource for those studying data mining and analytics. The data contained herein is derived from the Genshin Impact Wiki, offering a centralized collection of character statistics and details. Please note, due to data conversion to a CSV file, some special characters may appear as "?", and the data is subject to human error. The dataset is regularly updated, with a current expected update frequency of monthly.
Columns
- character_name: The name of the character as it appears in-game. (84 unique values)
- rarity: Indicates the character's rarity, with 4 representing a 4-star character and 5 for a 5-star character.
- region: The in-game region the character originates from, including Mondstadt, Liyue, Inazuma, Sumeru, Fontaine, and Snezhnaya. (7 unique values, Mondstadt most common)
- vision: The element associated with the character's Vision, such as Anemo, Geo, Hydro, Pyro, Cryo, Electro, or Dendro. (7 unique values, Cryo most common)
- arkhe: The character's Arkhe alignment, applicable only to the Traveler and characters from Fontaine. Options are Pneuma, Ousia, and Both. (4 unique values, N/A most common)
- weapon_type: The type of weapon the character wields, including Sword, Claymore, Bow, Catalyst, and Polearm. (5 unique values, Sword most common)
- model: Describes the character's model type, such as Tall Male, Medium Male, Tall Female, Medium Female, and Short Female. (5 unique values, Medium Female most common)
- constellation: The name of the character's constellation. (76 unique values)
- birthday: The character's birthday, in DD/MMM format. (73 unique values, 'Player's Choice' most common)
- special_dish: The signature dish created when cooking with the character. (74 unique values, 'None' most common)
- affiliation: The character's affiliation as listed in their in-game character menu. (50 unique values, 'None' most common)
- release_date: The date the character was added to the game, in M/D/YYYY format. (Data ranges from 28 September 2020 to 7 December 2023)
- limited: A Boolean value (TRUE or FALSE) indicating whether the character can only be obtained through limited-time banners. (FALSE most common)
- voice_eng: The English voice actor for the character. (74 unique values)
- voice_cn: The Chinese voice actor for the character. (66 unique values)
- voice_jp: The Japanese voice actor for the character. (76 unique values)
- voice_kr: The Korean voice actor for the character. (72 unique values)
- ascension: The special stat that is upgraded as the character undergoes ascension. (16 unique values, ATK most common)
- ascension_specialty: The regional specialty item required to ascend the character. (41 unique values, Windwheel Aster most common)
- ascension_material: The enemy drop item used for character ascension. (13 unique values, Damaged Mask most common)
- ascension_boss: The boss drop item used for character ascension. (30 unique values, 'None' most common)
- talent_material: The enemy drop item used for levelling character talents. (13 unique values, Divining Scroll most common)
- talent_book_1-2: The talent book used to level up the character's talent from Lv. 1 to Lv. 2. (15 unique values, Teachings of Freedom most common)
- talent_book_2-3: The talent book used to level up the character's talent from Lv. 2 to Lv. 3. (15 unique values, Guide to Resistance most common)
- talent_book_3-4: The talent book used to level up the character's talent from Lv. 3 to Lv. 4. (15 unique values, Guide to Ballad most common)
- talent_book_4-5: The talent book used to level up the character's talent from Lv. 4 to Lv. 5. (15 unique values, Guide to Freedom most common)
- talent_book_5-6: The talent book used to level up the character's talent from Lv. 5 to Lv. 6. (15 unique values, Guide to Resistance most common)
- talent_book_6-7: The talent book used to level up the character's talent from Lv. 6 to Lv. 7. (15 unique values, Philosophies of Ballad most common)
- talent_book_7-8: The talent book used to level up the character's talent from Lv. 7 to Lv. 8. (15 unique values, Philosophies of Freedom most common)
- talent_book_8-9: The talent book used to level up the character's talent from Lv. 8 to Lv. 9. (15 unique values, Philosophies of Resistance most common)
- talent_book_9-10: The talent book used to level up the character's talent from Lv. 9 to Lv. 10. (15 unique values, Philosophies of Ballad most common)
- talent_weekly: The weekly boss drop item required to level the character's talents beyond level 6. (26 unique values, Dvalin's Sigh most common)
- hp_90_90 to hp_1_20: Character's base HP at various level milestones (e.g., Level 90/90, Level 80/90, Level 80/80, Level 70/80, Level 70/70, Level 60/70, Level 60/60, Level 50/60, Level 50/50, Level 40/50, Level 40/40, Level 20/40, Level 20/20, Level 1/20).
- atk_90_90 to atk_1_20: Character's base ATK at various level milestones.
- def_90_90 to def_1_20: Character's base DEF at various level milestones.
- special_0 to special_6: Character's base special ascension stat at various ascension levels (Level 0 to Level 6).
Distribution
The dataset is provided as a
genshin.csv
file, with a size of 58.79 kB. It contains 81 columns. While the exact number of rows/records isn't explicitly stated, all columns show 84 valid entries, indicating 84 character records.Usage
This dataset is ideally suited for academic exploration in data mining and analytics. It can be used by researchers, students, and game enthusiasts to analyze character statistics, understand game balance, optimize character builds, and develop predictive models related to character performance in Genshin Impact.
Coverage
The dataset covers all current playable characters in Genshin Impact, spanning various in-game regions including Mondstadt, Liyue, Inazuma, Sumeru, Fontaine, and Snezhnaya. The character release dates included range from 28 September 2020 to 7 December 2023. Arkhe alignment data is only available for the Traveler and characters from Fontaine. Only playable characters are included to avoid incomplete or blank data entries.
License
CC0: Public Domain
Who Can Use It
- Data scientists and analysts: For practicing data mining, statistical analysis, and predictive modelling.
- Game developers and designers: To gain insights into character balancing and power scaling within a popular game.
- Genshin Impact players and content creators: For creating detailed character guides, optimizing team compositions, or analyzing meta trends.
- Students: As a practical dataset for coursework in data science, game studies, or statistics.
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Attributes
Original Data Source: Genshin Character Analytics Dataset