Stack Exchange — ethereum.stackexchange.com

A Stack Exchange (ethereum.stackexchange.com) dataset of 24,906 users, 50,074 answer-collaboration edges, 53,463 questions, 60,747 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 ethereum.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#Cryptocurrency#Ethereum#Expertise network#Reputation#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 24,906 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

24.9K
Nodes
50.1K
Edges
8.07e-05
Density
754
Components
-0.08286
Assortativity
0.6%
Reciprocity
14.1K
Bridges
Most central nodes
4290.0065
45750.00574
870.0055
420.00486
246930.00462
574510.00442
230240.00426
75030.00365
328050.00333
24260.00313
Content metrics

114,210 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 1.972 ± 5.868
min -8max 550
view countμ 699.518 ± 3.9K
min 0max 276.4K
answer countμ 0.532 ± 0.862
min 0max 20
comment countμ 1.064 ± 1.883
min 0max 34
9.2
Flesch–Kincaid grade
US school grade level
11.0
Automated readability index
Frequent terms
contractfunctionaddressethereumweb3transactionethgethgaspublicuintuseblocknewcodereturntypedataquotvaluemsgsenderaccountblockchainuint256nodeerrorlikewallettokensolidityetherstringreturnsvarnetworkprivateconsoleneedtransactionscontractstokenssendwantsmartwaytransferkeytruffletime
Topic clusters

Topic 0

struct
array
mapping
uint
string
return
function
delete

Topic 1

gas
transaction
price
limit
cost
miner
fee
contract

Topic 2

node
peer
genesis
network
private
connect
testnet
geth

Topic 3

sync
geth
tue
jun
tcp
fast
src
block

Topic 4

truffle
testrpc
lib
function
test
contract
var
object

Topic 5

mining
dag
gpu
difficulty
ethminer
pool
card
miner

Topic 6

transaction
block
timestamp
endblocknumber
null
hash
startblocknumber
time

Topic 7

dao
proposal
token
split
child
attack
withdrawal
fork

Topic 8

evm
video
hardfork
find
javascript
work
api
slide

Topic 9

datum
store
tree
blockchain
state
oracle
contract
merkle

Topic 10

key
private
keystore
password
wallet
file
import
public

Topic 11

ethereum
blockchain
bitcoin
technology
currency
project
like
network
Show all 26 topics

Topic 12

parity
geth
rpc
unlock
port
ipc
account
run

Topic 13

function
return
contract
string
owner
greeting
uint
address

Topic 14

event
log
filter
index
topic
result
toblock
var

Topic 15

mist
geth
download
sync
run
info
wallet
start

Topic 16

eth
etc
exchange
account
wallet
address
chain
replay

Topic 17

casper
stake
validator
proof
consensus
bet
block
pos

Topic 18

dapp
meteor
ethereum
dapps
development
user
blockchain
application

Topic 19

contract
abi
bytecode
deploy
code
solidity
source
compile

Topic 20

rpc
json
api
curl
method
error
jsonrpc
post

Topic 21

ipfs
swarm
whisper
file
content
hash
store
chunk

Topic 22

token
value
contract
owner
address
function
throw
return

Topic 23

mist
wallet
account
send
password
ether
transaction
ethereum

Topic 24

ether
send
wallet
transfer
account
address
contract
token

Topic 25

contract
address
create
inside
method
interaction
sender
possible
Top hashtags
#1167
#39163
#2136
#0131
#code79
#issuecomment39
#336
#48c377a132
#5930
#dd6dc39627
#470567323
#234485522
#452291120
#version20
#contract19
#417
#the17
#21722016
#contracts16
#e18a69e1γçª16

Sampled: text metrics from 50K of 290.8K records; topic model from 20K.

Record

Catalog key
stackexchange-ethereum-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
290,836
Nodes
24,906
Edges
50,074 (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
2016/2024 (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/download/stackexchange link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 102.3 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 — ethereum.stackexchange.com [Data set]. https://stackexchange-ethereum-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 — ethereum.stackexchange.com. 2025, stackexchange-ethereum-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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