data-analysis data-science datasets electronic-arts firemonkey jupyter-notebook mobile-game python racing racing-games real-racing-3 vehicles

Real Racing 3 Vehicles

Datasets & Analyses for All Vehicles in Real Racing 3

Hello folks! I've been playing this mobile racing game, Real Racing 3 (developed by Firemonkey and published by Electronic Arts) for several years. Although the game is 11 years old, it still gets updates several times each year, which includes new vehicles, tracks, career & motorsport series, special events & exclusive series. Up to now, it contains over 400 vehicles available for purchase and drive.

Meanwhile, as a Data Science enthusiast, here I've created these datasets that list all the vehicles appeared in the game for each version; also including those that no longer available for purchase.

I started this repository project from game version 8.0. Here, you can find vehicle datasets for all individual versions and data analyses await for valuable insights in the upcoming days!

All the values in these datasets are obtained from the game's wiki website.

From time to time, I will keep the dataset up-to-date once new versions have been released, along with minor fixes whenever necessary...

Version Info

Latest Dataset Version: 3.0.10

Last Updated: 29th May 2024

Vehicle Roster Dependency: Game Version 12.4 - 24h of Le Mans Update

Dataset Features

The latest dataset contains these features below for each vehicle:

Manufacturer : The manufacturer name (or motorsport discipline)
Model : The model name of the manufacturer
PR : Base Performance Rating value (i.e. no upgrades exist)
Top Speed : Base top speed value (in kph)
Acceleration : Base acceleration value (in seconds)
Braking : Base braking value (in meters)
Grip : Base cornering grip value (in g)
Class : Indicates the vehicle class (P, S or R)
Type : Indicates the vehicle type w.r.t. engine placement and traction (e.g. FR, M4, RR)
Series : Describes the number of eligible career series the vehicle can be driven
Price : The value for purchasing the vehicle with the related currrency type (R$, Gold or M$)
Service Time : Required total servicing time (in minutes)
Service Cost : Required servicing cost (in R$)
Availability : Indicates whether or not the vehicle is available for purchase in the game
Exclusive Events : Indicates whether or not the vehicle has its own exclusive events when fully upgraded
In Main Career: Indicates whether or not the vehicle is involved in main career series
In Season 1 : Indicates whether or not the vehicle is involved in special events, limited-time series or bonus career series in all rounds of Season 1
In Season 2 : Indicates whether or not the vehicle is involved in special events, limited-time series or bonus career series in all rounds of Season 2

Additional Dataset

In the meantime, an additional dataset was uploaded, containing all the series across all different disciplines and tiers from Motorsports and Road Collection (including special career series and exclusive series) for the latest version of Real Racing 3.

Each row represents the main tab, name of the group, name of the series and individual vehicle with the manufacturer-model name belonging to that series. So, please make sure taking a look at the new dataset to observe the eligibility of any vehicle you enjoy!

My Data Analyses

Data analyses are available in separate parts. You can click on the links in the table and inspect them all.

All these analyses have been prepared in IPython Shell and are based on game version 11.0.

Parts	Features
Part 1	Basic & Intermediate Data Analyses
Part 2	Advanced Data Analyses
Part 3	Several Data Visualizations

Notes

Note 1: It is bizarre that values that contained $ appeared problematically, causing some missing rows and unusual sizing in the output due to rendering by GitHub when uploaded here. For this reason, texts containing $ sign have been changed within the analyses.

Note 2: Due to new game versions and minor changes to datasets such as insertion of new vehicles and/or fixing erroneous values, experiments that were presented in outcomes might not be 100% accurate or out-of-date. That's why they will be fixed some time later to reflect those changes.

My Vehicle Wishlist

By the way, I'd like to see these vehicles to be purchasable and driveable in the future updates of Real Racing 3! Here's my wishlist:

AS ALWAYS, KEEP RACING!

About

Datasets and Analyses for All Vehicles in Real Racing 3

data-analysis data-science datasets electronic-arts firemonkey jupyter-notebook mobile-game python racing racing-games real-racing-3 vehicles

GNU General Public License v3.0

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