availability: A list of crates or cases that the hat can be unboxed out of.robo: Whether the hat is a robo hat or not.Can be one of: No Grade, Mercenary, Commando, Assassin, or Elite. Regionless), but divides hats into three high-level categories: Hats, Miscs, or Quickswitch Miscs. This does not get into the the exact subregions of miscs (e.g. equip_region: The equip region of the hat.class: A list of classes that the hat can be worn on.'Summer 2021': 'Limited', Table Schemas hats.csv For example, if Valve adds a Summer 2021 Cosmetic Case, add the following line to gen_rarities: Before running this code, make sure to edit the update_to_generation, gen_rarities, gen_release_dates, gen_availability, and partner_effects dictionaries to reflect any new updates. Note: Some of this data had to be manually compiled. taunt_effects_full: Contains the data from the two previous tables merged together.taunt_effects: Contains information about each individual taunt effect.taunt_effect_generations: Contains information about each taunt effect generation.This file scrapes data about unusual taunt effects from this page and this page and places the data into three different csv files: 'Summer 2021':, unusual_taunt_effects_data_collection For example, if Valve adds a Summer 2021 Cosmetic Case, add the following line to gen_availability: hat_effects_full: Contains the data from the two previous tables merged together.hat_effects: Contains information about each individual hat effect.hat_effect_generations: Contains information about each hat effect generation.This file scrapes data about unusual hat effects from this page and this page and places the data into three different csv files: Each request is separated by a delay of 0.1 seconds to be nice. For example, if Scream Fortress 2021 is out, add the following line to standardized_halloween_updates:Īlso note: The script will take a few minutes to run, since it has to make over 50 requests to the TF2 Wiki. Before running this code, make sure to edit the standardized_halloween_updates dictionary to reflect any new updates. This file scrapes data about unusual taunts from this table and places the data into a csv file called taunts.csv. "Scream Fortress 2021" : "Scream Fortress XIII"Īlso note: The script will take up to 15 minutes to run, since it has to make almost 500 requests to the TF2 Wiki. For example, if Scream Fortress 2021 is out, add the following line to standardized_halloween_updates: Before running this code, make sure to edit the relevant_case_names and standardized_halloween_updates dictionaries to reflect any new updates. This file scrapes data about unusual hats from this table and places the data into a csv file called hats.csv. Running the Code unusual_hat_data_collection However, If you don't know anything about Jupyter Notebooks, you can simply run the Python scripts (assuming you have the above packages installed). If you have Anaconda and/or Jupyter Lab installed, I'd reccomend using the. ipynb) as well as regular Python files (. The code is available in a Jupyter Notebook format (. Made sure you have the following packages installed before running the code. In order to fetch the newest data available on the TF2 wiki or Backpack.tf, you need to run the code yourself. However, these files are not guaranteed to be the most up-to date. If you want this data to use in your projects, you can download the attached. That data, however, can be obtained fairly easily by calling the Backpack.tf API. Note: These files do not contain pricing data. The Python code in this repository extracts data from the TF2 wiki and Backpack.tf and puts them into a series of tabular. If you want detailed information about unusuals-including effect generations, unusual availbilty (where they can be unboxed), and partner effects-look no further than this repository.
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