Arknights-Analysis

Databrick Notebooks(Python, SQL):

• https://databricks-prod-cloudfront.cloud.databricks.com/public/4027ec902e239c93eaaa8714f173bcfc/1987513953073767/945112846194735/5135424879651153/latest.html

Tablau Dashboard:

• https://public.tableau.com/app/profile/mingtsung7085/viz/Arknights_Dashboard/ArknightsDashboard?publish=yes

Data Source:

• https://www.kaggle.com/datasets/victorsoeiro/arknights-operators

Game Quick Introduction:

• Arknights is a mobile game that utilizes a gacha system for players to obtain the characters(Operators).

Business Problem:

• The team wants to design a new character that has the miniority of characteristics in the game.

• This dashboard will show which kinds of characteristics the team should choose.

Suggestions:

• Class+Branch options: Supporter+Artificer, Medic+Wandering, Vanguard+Tactician

• Tags options: Debuff, Nuker, Fast-Redeploy, Shift, Summon, Starter, Robot

• Gender: Male, Conviction

  • Concern: The majority of the player is male and they much prefer female characters to male and conviction.

• Stars: 1, 2, 3

  • Concern: Players love strong characters. if the new character is weak, they prefer not to pay for it.