Stack Exchange — substrate.stackexchange.com

The content of substrate.stackexchange.com (https://substrate.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 19,756 rows: 10,401 posts (4,891 questions, 5,362 answers, 69 tag wiki excerpts, 69 tag wikis and 10 posts of type 6) and 9,355 comments, written between 8 February 2022 and 31 March 2024. Beside it are 4,225 user accounts, 27,630 votes, 8,413 badges awarded, 494 tags, 28,678 post revisions and 1,033 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 39 rows.

#Blockchain#Expertise network#Reputation#Stack exchange data dump#Substrate

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 1,304 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

1.3K
Nodes
3.7K
Edges
2.17e-03
Density
18
Components
-0.1245
Assortativity
1.7%
Reciprocity
560
Bridges
Most central nodes
1390.02993
3770.02916
28440.02763
2980.02456
5550.02149
27220.01919
850.01919
1720.01765
23720.01765
1160.01688
Content metrics

19,756 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 1.257 ± 2.086
min -4max 44
x view countμ 136.182 ± 493.65
min 7max 28.7K
x answer countavg 1.10 / 8
0std 0.708
x comment countμ 0.9 ± 1.605
min 0max 18
9.2
Flesch–Kincaid grade
US school grade level
11.3
Automated readability index
Frequent terms
runtimepalleterrorchainnodesubstratepolkadotuseblocktypeparachaincontractletstoragecodelikepubapineednewaccountversionconfigrpccargodatawantdefaultselftransactionaccountidtemplateconstvaluebuildexample2022functionwayinkstdrunsrcextrinsickeybalancewasmissuenetworkquestion
Topic clusters

Topic 0

thank
answer
question
issue
update
post
link
code

Topic 1

storage
struct
type
pub
value
use
vec
weight

Topic 2

node
build
substrate
cargo
template
run
error
unknown

Topic 3

parachain
relaychain
relay
chain
block
collator
tokio
rococo

Topic 4

polkadot
const
sign
api
signature
key
transaction
await

Topic 5

contract
ink
smart
error
test
function
use
deploy

Topic 6

pallet
type
config
pub
use
runtime
trait
event

Topic 7

block
validator
chain
grandpa
babe
node
consensus
aura

Topic 8

xcm
asset
parachain
parent
interior
message
multilocation
chain

Topic 9

transaction
account
balance
fee
pallet
treasury
deposit
fund
Top hashtags
#0434
#7c4ac358131
#173
#issuecomment49
#240
#948fbd2f36
#method30
#324
#webassembly24
#10737919
#diff19
#how17
#8733514
#fc3fd07314
#15112
#18712
#3212
#412
#10737811
#19911

Computed over the full corpus.

Record

Catalog key
stackexchange-substrate-stackexchange-com
Authors
Stack Exchange, Inc.
Year
2024
Source paper
Stack Exchange Data Dump
License
CC BY-SA 4.0 (CC-BY-SA-4.0)
Records
24,607
Nodes
1,304
Edges
3,681 (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
2022/2024 (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, 8.5 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 (19,756 rows), users (4,225 rows), x_votes (27,630 rows), x_badges (8,413 rows), x_tags (494 rows), x_post_history (28,678 rows), x_post_links (1,033 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 — substrate.stackexchange.com [Data set]. https://stackexchange-substrate.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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