introvoyz041/github-top-developers

一个派生数据集，展示了每年排名最高的GitHub趋势开发者，基于来自Wayback Machine的41,841个原始数据点的加权评分。数据集包含8,125个排名开发者，覆盖2015年至2025年（11年），包含4,763个独特开发者。数据按年份（降序：2025→2015）和每年内的排名排序。数据集有两种配置：yearly（默认）包含按年份排名的开发者，full包含完整的每日趋势数据。评分方法基于每次趋势出现的排名计算得分，奖励频繁出现和高排名。数据集还提供了关键见解，如每年的赢家、全时排名前10的开发者以及趋势随时间的变化。A derived dataset showing the top-ranked GitHub trending developers for each year, based on weighted scoring of their trending appearances across 41,841 raw data points from the Wayback Machine. The dataset includes 8,125 ranked developers covering 2015 to 2025 (11 years) with 4,763 unique developers. The data is sorted by year (descending: 2025 → 2015) and rank within each year. The dataset has two configurations: yearly (default) with top-ranked developers by year, and full with complete daily trending data. The scoring methodology calculates scores based on each trending appearances rank, rewarding frequent appearances and high rankings. The dataset also provides key insights such as yearly winners, all-time top 10 developers, and trend shifts over time.

搜集汇总

背景与挑战

背景概述

这是一个关于GitHub年度热门开发者的历史数据集，覆盖2015-2025年共11年数据，包含4,763个唯一开发者的排名信息。数据集采用加权评分系统，基于开发者在GitHub趋势页面的出现频率和排名高度进行计算，提供了两个配置：按年份汇总的排名数据和完整的每日趋势数据。