Stack Exchange — dba.stackexchange.com

A Stack Exchange (dba.stackexchange.com) dataset of 56,315 users, 109,435 answer-collaboration edges, 103,026 questions, 138,650 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 dba.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..

#Database#Expertise network#Reputation#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 56,315 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

56.3K
Nodes
109.4K
Edges
3.45e-05
Density
1.2K
Components
-0.1135
Assortativity
0.2%
Reciprocity
32.4K
Bridges
Most central nodes
560500.00368
223360.00337
26390.00217
1624830.0021
1360.00178
37870.00172
129710.0017
1500110.00167
9720.00167
307630.00158
Content metrics

241,676 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 2.785 ± 9.676
min -12max 2K
view countμ 1.9K ± 14K
min 0max 3.2M
answer countμ 0.574 ± 0.932
min 0max 22
comment countμ 1.439 ± 2.178
min 0max 37
10.0
Flesch–Kincaid grade
US school grade level
11.1
Automated readability index
Frequent terms
tablesqlserverdatabaseselectdatamysqlnullqueryusecreatesetindexliketableskeyneedtimelogfilerowsuserinsertjoinwantwaycolumnnewerrorrunintrowupdatedefaultvaluesprimaryorderoraclevaluebackupendvarcharinnodbdbonumberdoncasetypeperformancesystem
Topic clusters

Topic 0

user
server
sql
login
grant
database
permission
role

Topic 1

backup
log
restore
database
file
partition
recovery
server

Topic 2

null
key
table
foreign
constraint
primary
create
column

Topic 3

datum
database
file
psql
postgresql
version
script
export

Topic 4

slave
master
replication
mysql
log
replicate
server
binary

Topic 5

index
cluster
query
key
column
table
plan
row

Topic 6

procedure
store
select
parameter
end
function
sql
declare

Topic 7

select
union
join
order
left
inner
query
null

Topic 8

character
collation
set
varchar
default
column
byte
type

Topic 9

lock
deadlock
transaction
update
unknown
read
hex
len

Topic 10

trigger
delete
table
insert
row
update
truncate
record

Topic 11

innodb
myisam
mysql
table
engine
buffer
cache
memory
Show all 15 topics

Topic 12

memory
server
disk
tempdb
raid
sql
drive
cpu

Topic 13

mail
job
sqlcmd
sql
send
powershell
server
agent

Topic 14

mysql
mysqld
log
file
check
innodb
error
yes
Top hashtags
#1414
#2398
#3176
#temp161
#39144
#t92
#include60
#sql56
#448
#p45
#test42
#x41
#filetable30
#temp127
#tmp27
#dbs25
#results25
#t125
#523
#foo22

Sampled: text metrics from 50K of 695.2K records; topic model from 20K.

Record

Catalog key
stackexchange-dba-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
695,165
Nodes
56,315
Edges
109,435 (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
2008/2024 (2000s, 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, 304.6 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 — dba.stackexchange.com [Data set]. https://stackexchange-dba-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 — dba.stackexchange.com. 2025, stackexchange-dba-stackexchange-com.echo.directory/.

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