Marvel rates character power on a 6-power grid of intelligence, strength, speed, durability, energy projection, and fighting skills.

scraper.py scrapes this dataset from Marvel Fandom and saves it as 2 CSV files:

1. marvel-powers.csv has 1 row per person and power combination. The columns are:
   • name: Character name, e.g. Bruce Banner (Earth-616)
   • url: URL to the character's page, e.g. https://marvel.fandom.com/wiki/Bruce_Banner_(Earth-616)
   • power: Power name, e.g. Strength
   • value: Power value, e.g. Normal
   • level: Power level, e.g. 2
2. marvel-powers-summary.csv has 1 row per person. The columns are:
   • name: Character name, e.g. Bruce Banner (Earth-616)
   • url: URL to the character's page, e.g. https://marvel.fandom.com/wiki/Bruce_Banner_(Earth-616)
   • min Durability: Minimum character durability level
   • min Energy_Projection: Minimum character energy projection level
   • min Fighting_Skills: Minimum character fighting skills level
   • min Intelligence: Minimum character intelligence level
   • min Speed: Minimum character speed level
   • min Strength: Minimum character strength level
   • max Durability: Maximum character durability level
   • max Energy_Projection: Maximum character energy projection level
   • max Fighting_Skills: Maximum character fighting skills level
   • max Intelligence: Maximum character intelligence level
   • max Speed: Maximum character speed level
   • max Strength: Maximum character strength level
3. marvel-powers-summary.json has the same data as marvel-powers-summary.csv in JSON format.

Each character may have multiple power levels. For example, Anthony Stark (Earth-616) has a strength level of 2 (Normal) without the Iron Man suit, and a strength level of 6 (Superhuman - 75-100 tons) with it.

The latest update is as of 27 Feb 2023. The dataset contains 2,899 characters, scraping ~113 pages.

According to this list, the strongest Avengers are:

• Iron Man - 33
• Thor - 32
• Hulk - 32
• James Rhodes (War Machine) - 30
• Captain Marvel - 28

The weakest Avengers are:

• Rocket Raccoon - 14
• Samuel Wilson - 14
• Clint Barton (Hawkeye) - 16
• Steve Rogers (Captain America) - 18
• Peter Parker (Spiderman) - 19