Stack Exchange — iot.stackexchange.com

The content of iot.stackexchange.com (https://iot.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 13,284 rows: 5,435 posts (2,259 questions, 2,729 answers, 221 tag wiki excerpts, 221 tag wikis, 2 posts of type 6 and 3 posts of type 7) and 7,849 comments, written between 6 December 2016 and 31 March 2024. Beside it are 17,493 user accounts, 29,689 votes, 18,974 badges awarded, 244 tags, 18,118 post revisions and 289 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 30 rows.

#Expertise network#Internet of things#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 1,601 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

1.6K
Nodes
2.2K
Edges
8.68e-04
Density
82
Components
-0.1629
Assortativity
2.0%
Reciprocity
1K
Bridges
Most central nodes
120.0425
140.02938
780.01625
990.01312
68160.01
160.00937
800.00937
7080.00875
490.00813
2710.0075
Content metrics

13,284 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 2.069 ± 3.761
min -9max 129
x view countμ 1.5K ± 5.1K
min 7max 98.9K
x answer countμ 1.208 ± 1.221
min 0max 16
x comment countμ 1.444 ± 2.135
min 0max 17
8.9
Flesch–Kincaid grade
US school grade level
9.5
Automated readability index
Frequent terms
deviceusedatadevicesiotlikeneedquestionmqttnetworkwantserverhometimeclientwaypowerdonconnectwifismartknowappworkinternetanswersendsensorgoogleswitchalexacontrolsetconnectioncodeconnectedsystemablebrokerexamplethingsthinkprotocolmessagedifferentfindnewpossiblequestionsgood
Topic clusters

Topic 0

question
answer
ask
thank
edit
post
site
link

Topic 1

mqtt
broker
client
message
mosquitto
topic
publish
connection

Topic 2

lora
device
lorawan
bluetooth
ble
antenna
network
use

Topic 3

device
router
network
certificate
address
access
port
key

Topic 4

alexa
google
echo
home
amazon
skill
voice
device

Topic 5

switch
light
bulb
smart
power
control
relay
hue

Topic 6

iot
question
device
internet
thing
tag
use
network

Topic 7

zigbee
home
hub
smartthings
door
device
wave
smart

Topic 8

datum
send
database
sensor
store
device
server
time

Topic 9

board
arduino
pin
flash
microcontroller
esp
use
mcu
Top hashtags
#define241
#include171
#endif31
#if24
#117
#ifdef10
#29
#create5
#else5
#print5
#98754
#elif4
#ifndef4
#state4
#undef4
#123
#33
#canvas3
#tutorials3
#142

Computed over the full corpus.

Record

Catalog key
stackexchange-iot-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
15,418
Nodes
1,601
Edges
2,223 (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/details/stackexchange link checked
Original files as received
The source files, unconverted, kept for reference: mirrored on echo.directory on 2026-10-09, 7.2 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 (13,284 rows), users (17,493 rows), x_votes (29,689 rows), x_badges (18,974 rows), x_tags (244 rows), x_post_history (18,118 rows), x_post_links (289 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 — iot.stackexchange.com [Data set]. https://stackexchange-iot.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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