Stack Exchange — bicycles.stackexchange.com

LimitedMediumgraphtextStack Exchange

The content of bicycles.stackexchange.com (https://bicycles.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 235,227 rows: 70,619 posts (20,889 questions, 48,990 answers, 359 tag wiki excerpts, 359 tag wikis, 2 posts of type 3, 14 posts of type 6 and 6 posts of type 7) and 164,608 comments, written between 2 August 2010 and 31 March 2024. Beside it are 56,104 user accounts, 354,103 votes, 106,248 badges awarded, 579 tags, 184,955 post revisions and 6,637 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 142 rows.

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 235,227 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

235.2K
Nodes
213.6K
Edges
3.86e-06
Density
21.6K
Components
0.0%
Reciprocity
213.6K
Bridges
Most central nodes
2440.00047
16140.00026
521140.00021
76610.0002
82330.00019
369590.00019
16780.00018
441520.00018
90330.00018
623370.00018
Content metrics

235,227 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 1.772 ± 3.885
min -15max 225
x view countμ 4.6K ± 14.9K
min 16max 524.6K
x answer countμ 2.346 ± 2.251
min 0max 101
x comment countμ 2.331 ± 2.961
min 0max 44
x favorite count1.8% true
true 1.8%false 98.2%
7.6
Flesch–Kincaid grade
US school grade level
8.4
Automated readability index
Frequent terms
bikelikechainusedonneedwheelroadgoodspeednewbikesframerearridebraketimewaythinktireworkwantridingquestionbrakestubefindrightanswerknowprobablyrimderailleurbettertirescabledifferentlongshimanosuregoingproblembitwheelslookgearcassettefithubold
Topic clusters

Topic 0

chain
derailleur
cassette
speed
wheel
crank
shimano
cable

Topic 1

answer
question
thank
edit
comment
good
post
ask

Topic 2

tire
tyre
tube
rim
pressure
valve
puncture
pump

Topic 3

ride
power
cyclist
speed
time
car
road
bike

Topic 4

bike
road
frame
good
buy
shop
look
ride

Topic 5

brake
pad
lever
disc
rotor
cable
caliper
rim

Topic 6

chain
lube
carbon
frame
oil
clean
paint
steel

Topic 7

light
helmet
battery
wear
dynamo
head
use
glove
Top hashtags
#1203
#2194
#3129
#574
#471
#634
#1226
#width25
#article20
#815
#4914
#dontask12
#711
#910
#specifications10
#t10
#109
#chain9
#road_groupsets9
#408
Top emoji
😉1

Computed over the full corpus.

Record

Catalog key
stackexchange-bicycles-stackexchange-com
Authors
Stack Exchange, Inc.
Year
2024
Source paper
Stack Exchange Data Dump
License
CC BY-SA 2.5 / 3.0 / 4.0 (by contribution date) (CC-BY-SA-2.5 AND CC-BY-SA-3.0 AND CC-BY-SA-4.0)
Records
235,227
Nodes
235,227
Edges
213,598 (directed)
Collected
2010/2024 (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, 78.1 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 (235,227 rows), users (56,104 rows), x_votes (354,103 rows), x_badges (106,248 rows), x_tags (579 rows), x_post_history (184,955 rows), x_post_links (6,637 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 — bicycles.stackexchange.com [Data set]. https://stackexchange-bicycles.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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