Stack Exchange — networkengineering.stackexchange.com

The content of networkengineering.stackexchange.com (https://networkengineering.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 114,908 rows: 43,849 posts (16,633 questions, 26,328 answers, 436 tag wiki excerpts, 436 tag wikis, 12 posts of type 6 and 4 posts of type 7) and 71,059 comments, written between 7 May 2013 and 31 March 2024. Beside it are 74,253 user accounts, 155,226 votes, 85,369 badges awarded, 462 tags, 131,359 post revisions and 1,745 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 121 rows.

#Computer networking#Expertise network#Reputation#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 11,642 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

11.6K
Nodes
21.5K
Edges
1.59e-04
Density
182
Components
-0.2045
Assortativity
0.1%
Reciprocity
6.3K
Bridges
Most central nodes
172850.00636
290.00619
13530.00576
36200.00558
6300.00472
512310.00438
2310.00387
23490.00335
2670.00335
8640.00326
Content metrics

114,908 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 1.177 ± 3.374
min -9max 263
x view countμ 3K ± 13.6K
min 6max 864K
x answer countμ 1.583 ± 1.12
min 0max 24
x comment countμ 1.621 ± 2.466
min 0max 60
x favorite count0.4% true
true 0.4%false 99.6%
8.4
Flesch–Kincaid grade
US school grade level
9.3
Automated readability index
Frequent terms
addressnetworkinterface255routerswitchvlananswerportuse192access168trafficneedserverquestionroutelayerpacketciscolikelinksetroutinghostmactcpaddressesnatprotocolswitchespacketsdifferentdoesndatadefaultdevicetimeacceptconfigurationdonconnectedknowsourceethernetmodeinternetwaywant
Topic clusters

Topic 0

route
router
address
network
bgp
ospf
subnet
routing

Topic 1

switch
cisco
port
configuration
acl
ios
tree
root

Topic 2

question
answer
thank
ask
topic
edit
try
help

Topic 3

vlan
switch
dhcp
interface
trunk
access
switchport
port

Topic 4

tcp
packet
send
segment
datum
byte
protocol
ack

Topic 5

nat
crypto
vpn
ipsec
inside
tunnel
outside
address

Topic 6

cable
fiber
pair
ethernet
duplex
signal
sfp
switch

Topic 7

mac
address
arp
host
table
frame
switch
packet
Top hashtags
#show1.2K
#sh791
#pkts489
#ip468
#1382
#2347
#no214
#interface200
#exit173
#ping171
#int168
#3147
#sho141
#switchport137
#section107
#network99
#do94
#router72
#469
#conf56

Computed over the full corpus.

Record

Catalog key
stackexchange-networkengineering-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
131,947
Nodes
11,642
Edges
21,496 (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
2013/2024 (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, 47.4 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 (114,908 rows), users (74,253 rows), x_votes (155,226 rows), x_badges (85,369 rows), x_tags (462 rows), x_post_history (131,359 rows), x_post_links (1,745 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 — networkengineering.stackexchange.com [Data set]. https://stackexchange-networkengineering.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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