Stack Exchange — cardano.stackexchange.com

A Stack Exchange (cardano.stackexchange.com) dataset of 1,372 users, 3,045 answer-collaboration edges, 2,743 questions, 3,828 answers, collected by Stack Exchange, Inc. via the annual Stack Exchange Data Dump. Each record contains user nodes (reputation, badge counts, vote history), directed weighted edges (answerer→asker, weight=answer score, count=interactions, accepted=bool), post text, tag distribution. User collaboration network from cardano.stackexchange.com — directed weighted graph where edges represent knowledge-sharing relationships (A answered B's question), with edge weight reflecting answer quality. Enables prestige hierarchy, community detection, and expertise flow analysis.. Suitable for expertise network analysis, reputation systems, community detection, knowledge flow, PageRank-based authority ranking, Q&A platform dynamics..

#Blockchain#Cardano#Cryptocurrency#Reputation#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 1,372 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

1.4K
Nodes
3K
Edges
1.62e-03
Density
22
Components
-0.0935
Assortativity
1.4%
Reciprocity
603
Bridges
Most central nodes
58440.02626
11420.02553
1510.02042
11080.01823
20680.01823
20800.01678
41290.01678
22360.01532
28970.01459
10510.01386
Content metrics

6,571 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 2.012 ± 2.838
min -7max 47
view countμ 102.761 ± 430.853
min 0max 25.9K
answer countavg 0.58 / 9
0std 0.919
comment countμ 0.79 ± 1.523
min 0max 21
9.2
Flesch–Kincaid grade
US school grade level
10.9
Automated readability index
Frequent terms
quotcardanoplutustransactionwalletaddressnodescripterrorusenixfileadacontractlikebuildclicodedatakeyneednewchainvalueutxorunwaystakeblocktypedatumtimepoolconstsmartwantimportledgernfthashexamplepolicytransactionsquestionknowtestnettokenanswercreaterunning
Topic clusters

Topic 0

script
datum
utxo
validator
transaction
output
address
utxos

Topic 1

node
cardano
utc
run
sync
docker
path
mainnet

Topic 2

wallet
key
daedalus
yoroi
address
phrase
seed
cardano

Topic 3

nft
mint
policy
token
metadata
nfts
minting
script

Topic 4

import
language
plutus
type
contract
haskell
ledger
compile

Topic 5

pool
stake
reward
ada
epoch
delegate
pledge
delegator

Topic 6

sync
node
testnet
snapshot
ram
mainnet
genesis
run

Topic 7

ada
send
token
asset
fee
native
utxo
minimum

Topic 8

transaction
join
asset
fee
select
query
metadata
inner

Topic 9

nix
playground
plutus
npm
shell
store
error
evaluate

Topic 10

cardano
question
api
blockchain
query
cli
developer
graphql

Topic 11

address
key
wallet
stake
public
private
payment
staking
Show all 24 topics

Topic 12

thank
helpful
answer
help
great
lot
clear
hear

Topic 13

file
cli
transaction
cardano
submit
cat
raw
build

Topic 14

answer
question
accept
ask
comment
mark
vote
post

Topic 15

block
ouroboros
bitcoin
blockchain
proof
protocol
network
cardano

Topic 16

relay
block
node
producer
pool
topology
produce
second

Topic 17

serialization
const
lib
cardano
cardanowasm
transaction
witness
cbor

Topic 18

nix
shell
profile
cache
macos
run
build
command

Topic 19

plutus
pioneer
program
build
compiler
plutustx
dist
starter

Topic 20

git
repo
thank
file
commit
github
version
checkout

Topic 21

blockfrost
api
ipfs
webhook
asset
endpoint
address
fetch

Topic 22

contract
smart
model
eutxo
account
utxo
state
party

Topic 23

error
script
message
screenshot
code
share
import
output
Top hashtags
#0123
#1105
#235
#tag33
#322
#t12
#issuecomment11
#operation11
#410
#nix10
#0338
#68
#diff6
#iohk6
#macos6
#overview6
#post6
#warning6
#cardano5
#data5

Computed over the full corpus.

Record

Catalog key
stackexchange-cardano-stackexchange-com
Authors
Stack Exchange, Inc.
Year
2025
Source paper
Stack Exchange Data Dump
License
CC BY-SA 2.5 / 3.0 / 4.0 (by post date) (CC-BY-SA-2.5 AND CC-BY-SA-3.0 AND CC-BY-SA-4.0)
Records
14,868
Nodes
1,372
Edges
3,045 (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
2021/2024 (2020s)
Tasks
From the graph: link prediction, community detection
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://archive.org/download/stackexchange link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 5.4 MB across 1 files. Checksums in MANIFEST.json.

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_2025,
  title     = {Stack Exchange Data Dump},
  author    = {{Stack Exchange, Inc.}},
  year      = {2025},
  publisher = {Internet Archive},
  url       = {https://archive.org/download/stackexchange}
}

APA

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

Stack Exchange, Inc. (2025). Stack Exchange — cardano.stackexchange.com [Data set]. https://stackexchange-cardano-stackexchange-com.echo.directory/

MLA

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

Stack Exchange, Inc. Stack Exchange — cardano.stackexchange.com. 2025, stackexchange-cardano-stackexchange-com.echo.directory/.

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