Stack Exchange — chemistry.stackexchange.com

The content of chemistry.stackexchange.com (https://chemistry.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 283,237 rows: 97,674 posts (44,825 questions, 52,010 answers, 401 tag wiki excerpts, 401 tag wikis, 31 posts of type 6 and 6 posts of type 7) and 185,563 comments, written between 17 February 2012 and 31 March 2024. Beside it are 109,634 user accounts, 607,499 votes, 158,460 badges awarded, 381 tags, 383,268 post revisions and 14,046 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 1,193 rows.

#Chemistry#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 21,197 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

21.2K
Nodes
43.2K
Edges
9.62e-05
Density
346
Components
-0.1349
Assortativity
0.5%
Reciprocity
12.1K
Bridges
Most central nodes
50840.00694
339910.005
69250.00415
71590.00368
173680.00344
48050.00321
160350.00316
101040.00307
316970.00302
18880.00293
Content metrics

283,237 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 1.627 ± 3.788
min -18max 251
x view countμ 3.3K ± 13.4K
min 10max 1.2M
x answer countμ 1.161 ± 0.938
min 0max 11
x comment countμ 1.9 ± 2.576
min 0max 43
x favorite count0.2% true
true 0.2%false 99.8%
9.7
Flesch–Kincaid grade
US school grade level
10.5
Automated readability index
Frequent terms
reactionwatermathrmenergyacidquestionlikesolutionanswerfracbondelectronsuseknowtemperatureelectrondifferenthydrogencarbondongasrightthinkpressurepointatomsformchemistrytextmoleculemoleculesstateexamplecasegroupwayatomnumberoxygenequationchemicaldeltaorbitalsequilibriumneedbondschangeconcentrationgivensystem
Topic clusters

Topic 0

question
answer
thank
chemistry
post
think
edit
ask

Topic 1

orbital
electron
bond
atom
energy
charge
state
molecule

Topic 2

group
reaction
ring
carbon
aromatic
form
product
acid

Topic 3

pressure
gas
temperature
heat
change
entropy
liquid
system

Topic 4

cell
electrode
potential
current
copper
ion
anode
cathode

Topic 5

acid
base
weak
strong
buffer
solution
conjugate
concentration

Topic 6

water
clean
use
add
solution
remove
acid
try

Topic 7

reaction
rate
equilibrium
concentration
reactant
order
constant
product
Top hashtags
#1396
#2345
#6197
#c191
#v172
#3142
#p133
#n124
#section85
#ch76
#463
#cc50
#541
#o37
#14228
#page27
#723
#823
#ff0d0d20
#history19

Computed over the full corpus.

Record

Catalog key
stackexchange-chemistry-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
328,238
Nodes
21,197
Edges
43,218 (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, 120.3 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 (283,237 rows), users (109,634 rows), x_votes (607,499 rows), x_badges (158,460 rows), x_tags (381 rows), x_post_history (383,268 rows), x_post_links (14,046 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 — chemistry.stackexchange.com [Data set]. https://stackexchange-chemistry.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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