Stack Exchange — chess.stackexchange.com

The content of chess.stackexchange.com (https://chess.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 76,020 rows: 30,990 posts (8,955 questions, 21,106 answers, 461 tag wiki excerpts, 461 tag wikis, 5 posts of type 6 and 2 posts of type 7) and 45,030 comments, written between 1 May 2012 and 31 March 2024. Beside it are 30,056 user accounts, 191,720 votes, 53,236 badges awarded, 404 tags, 92,345 post revisions and 2,634 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 188 rows.

#Chess#Expertise network#Reputation#Stack exchange data dump

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 5,683 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

5.7K
Nodes
16.1K
Edges
4.98e-04
Density
38
Components
-0.1438
Assortativity
2.4%
Reciprocity
2.7K
Bridges
Most central nodes
1090.03045
166260.02499
11050.02411
82910.02341
32370.0183
8850.01531
152230.01496
44180.01461
38720.0139
111440.01355
Content metrics

76,020 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 2.538 ± 4.892
min -18max 170
x view countμ 2.2K ± 8.2K
min 12max 289.6K
x answer countμ 2.357 ± 1.949
min 0max 31
x comment countμ 1.453 ± 2.321
min 0max 44
x favorite count0.3% true
true 0.3%false 99.7%
7.6
Flesch–Kincaid grade
US school grade level
8.3
Automated readability index
Frequent terms
chesswhiteblackgameplaypositionmovespawntimegameskinglikeplayerplayersopeninggoodpiecesopponentdonbishopplayingquestionthinkqueenboardknightengineanswerwaypieceknowbestbetterpawnsfenplayedwinpositionsratingdrawrookusefindexamplepossiblestockfishwantnf3checkattack
Topic clusters

Topic 0

answer
question
thank
edit
think
post
position
comment

Topic 1

pawn
black
white
bishop
king
queen
knight
piece

Topic 2

chess
game
play
book
pgn
opening
player
good

Topic 3

player
arbiter
clock
rule
time
game
draw
opponent

Topic 4

fide
rating
tournament
player
title
world
carlsen
federation

Topic 5

stockfish
depth
engine
position
score
evaluation
eval
leela

Topic 6

white
black
play
good
win
position
line
advantage

Topic 7

engine
search
evaluation
depth
position
alpha
function
network

Topic 8

human
engine
computer
chess
game
play
good
time

Topic 9

sicilian
french
play
variation
defense
opening
line
caro

Topic 10

gambit
play
black
white
line
opening
queen
pawn
Top hashtags
#2159
#1158
#399
#460
#629
#528
#922
#include19
#817
#26714
#714
#1013
#16374310
#history10
#09
#define9
#118
#2808
#973697
#event7

Computed over the full corpus.

Record

Catalog key
stackexchange-chess-stackexchange-com
Authors
Stack Exchange, Inc.
Year
2024
Source paper
Stack Exchange Data Dump
License
CC BY-SA 3.0 / 4.0 (by contribution date) (CC-BY-SA-3.0 AND CC-BY-SA-4.0)
Records
85,108
Nodes
5,683
Edges
16,082 (directed)
Nodes are
user (Stack Exchange account)
Edges are
answer collaboration (A answered B's question)
Attributes
nodes have attributes; edges have attributes
Text corpus
question titles, post bodies, comment text, tag names
Languages
en
Collected
2012/2024 (2010s, 2020s)
Tasks
From the graph: link prediction, community detection
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://archive.org/details/stackexchange link checked
Original files as received
The source files, unconverted, kept for reference: mirrored on echo.directory on 2026-10-09, 34.1 MB across 1 files. Checksums in MANIFEST.json. For use, start with the data package below.
Data package
Version 1.0.0 of this dataset as an ECHO Data Package: posts (76,020 rows), users (30,056 rows), x_votes (191,720 rows), x_badges (53,236 rows), x_tags (404 rows), x_post_history (92,345 rows), x_post_links (2,634 rows).
Structure
Temporal (timestamped), Node attributes, Text, Threaded conversations

How to cite

BibTeX

@misc{echo2026,
  title  = {ECHO: Exploratory Compendium of Humanity Online},
  author = {Switzer, Braden and Zafarani, Reza},
  year   = {2026},
  url    = {https://echo.directory},
  note   = {Syracuse University}
}

@misc{stackexchange_2024,
  title     = {Stack Exchange Data Dump},
  author    = {{Stack Exchange, Inc.}},
  year      = {2024},
  month     = {apr},
  publisher = {Internet Archive},
  url       = {https://archive.org/details/stackexchange}
}

APA

Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory

Stack Exchange, Inc. (2024). Stack Exchange — chess.stackexchange.com [Data set]. https://stackexchange-chess.echo.directory/

MLA

Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.

Stack Exchange, Inc. Stack Exchange — chess.stackexchange.com. 2024, stackexchange-chess.echo.directory/.

BibTeX · RIS · CSL-JSON

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