There are 2 repositories under game-analytics topic.
Unique host templates to enhance own privacy in games, websites and regulary software on Desktop and Android devices
Flutter League is a companion app for League of Legends players that allows them to search for summoners, view their stats and match history, and check currently ongoing games.
A futuristic and lightweight data platform for upcoming ROBLOX games.
Business and performance KPIs drawn from game analytics using a large dataset
Addresses from which various server attacks and spyware originate
A simple Facebook and Game Analytics integration for Unity on Android and iOS.
Tools and services for Eternal Crusade: Resurrection (a multiplayer UE5 shooter)
a simple CLI chess game PGN-file analyser
Interpreting changelogs with ANOVA tests on DOTA 2
Inferential analysis with two sample t-tests and Mann Whitney U, to test a change implemented from a game patch
A predictive model for player retention/churn on day-14 after game installation based on features such as in-game metrics, user behavior, and engagement patterns to identify players at risk of churning, accurately predicting 65% of all retention within the top 6% of total population.
This repository contains all the tasks that I performed in my Data Science and Business Analytics Internship with The Sparks Foundation during the month of July 2021.
A/B testing Project for Cookie Cats Mobile Game
Leveling Candy Crush Episode's difficulty using Bernoulli principles
Exploratory Data Analysis of the Video Games Industry, focused on Consoles titles Sales
Uma análise profunda das estatísticas do CS:GO
Free analytics tool for HTML5 game developers. The service is designed to help you make informed decisions and take your gaming to the next level. Currently collecting information from the platform: — Yandex Games
Identify Archetypes among Genshin Impact Players
The Game Analytics Pipeline is a customer deployable reference architecture to help game developers ingest, store, and analyze telemetry data from games and services.
💻Intelligent Recommender System Development for Online FPS Game: Destiny II
This project involves an A/B test to evaluate the impact of moving the Cookie Cats' first gate from level 30 to level 40 on player retention after 1 day (retention_1) and 7 days (retention_7) following installation.
A simple A/B Testing in Python with 95% confidence level to assess the impact of varied difficulty settings, demonstrating significantly higher character experience with game balance adjustment.
Trajectory and heat map analytics tool from player and object data written in C++ using OpenGL
The datasets, codes and results for the AIIDE21 accepted paper: "Optimizing Profit by Mitigating Recurrent Churn Labeling Issues: Analysis from the Game Domain".