Stack Exchange — earthscience.stackexchange.com

The content of earthscience.stackexchange.com (https://earthscience.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 49,003 rows: 16,348 posts (7,117 questions, 8,846 answers, 191 tag wiki excerpts, 191 tag wikis, 1 post of type 6 and 2 posts of type 7) and 32,655 comments, written between 1 April 2014 and 31 March 2024. Beside it are 21,435 user accounts, 105,723 votes, 34,759 badges awarded, 438 tags, 54,946 post revisions and 1,464 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 229 rows.

#Earth science#Expertise network#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 4,025 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

4K
Nodes
7K
Edges
4.34e-04
Density
96
Components
-0.1402
Assortativity
1.0%
Reciprocity
2.4K
Bridges
Most central nodes
60310.02808
510.01491
100.01392
53720.01367
1110.01143
50520.01143
27330.00994
560.00944
5430.0077
10340.00721
Content metrics

49,003 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 2.1 ± 4.282
min -20max 154
x view countμ 1.7K ± 9K
min 5max 511.6K
x answer countμ 1.243 ± 1.175
min 0max 21
x comment countμ 1.998 ± 2.796
min 0max 50
x favorite count0.6% true
true 0.6%false 99.4%
9.6
Flesch–Kincaid grade
US school grade level
10.4
Automated readability index
Frequent terms
earthwaterquestionlikeanswertimedatatemperaturesurfaceairatmosphereyearsthinkclimateiceknowseadonoceandifferentchangepressureuseenergylevelheathighpointwindwayneedmodelareaexamplefindgoodrockgloballargeeffectweathersunsourceyearcarbonco2longmeanlandright
Topic clusters

Topic 0

answer
question
thank
edit
link
think
ask
comment

Topic 1

plate
earth
crust
mantle
volcano
magma
continental
lava

Topic 2

ice
water
sea
river
flow
glacier
lake
level

Topic 3

datum
model
weather
forecast
file
grid
time
precipitation

Topic 4

air
cloud
humidity
temperature
lightning
warm
hurricane
water

Topic 5

rock
mineral
find
fossil
deposit
form
crystal
diamond

Topic 6

sun
earth
atmosphere
light
radiation
energy
temperature
greenhouse

Topic 7

carbon
plant
oil
tree
climate
change
emission
fuel

Topic 8

wind
wave
direction
speed
coriolis
pressure
force
equation

Topic 9

earthquake
seismic
fault
magnitude
wave
frequency
velocity
stress
Top hashtags
#242
#138
#v23
#321
#climate11
#current11
#49
#here6
#u6
#20155
#10044
#54
#64
#create4
#formation4
#page4
#plot4
#x4
#y4
#1253

Computed over the full corpus.

Record

Catalog key
stackexchange-earthscience-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
56,432
Nodes
4,025
Edges
7,037 (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
2014/2024 (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, 21.7 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 (49,003 rows), users (21,435 rows), x_votes (105,723 rows), x_badges (34,759 rows), x_tags (438 rows), x_post_history (54,946 rows), x_post_links (1,464 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 — earthscience.stackexchange.com [Data set]. https://stackexchange-earthscience.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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