Stack Exchange — electronics.stackexchange.com

A Stack Exchange (electronics.stackexchange.com) dataset of 87,916 users, 268,871 answer-collaboration edges, 199,373 questions, 329,505 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 electronics.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..

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

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 87,916 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

87.9K
Nodes
268.9K
Edges
3.48e-05
Density
623
Components
-0.1076
Assortativity
0.2%
Reciprocity
39.9K
Bridges
Most central nodes
163070.0049
207110.00369
12250.00301
1344290.00248
101900.00238
566420.00238
55420.0023
1403430.00221
35520.00218
7710.00215
Content metrics

528,878 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 2.269 ± 5.178
min -18max 692
view countμ 791.271 ± 5.3K
min 0max 781.6K
answer countμ 0.623 ± 1.127
min 0max 38
comment countμ 2.475 ± 3.249
min 0max 78
9.0
Flesch–Kincaid grade
US school grade level
9.3
Automated readability index
Frequent terms
voltageusecurrentpowerneedlikeoutputcircuithighwantinputtimelowsignaldondatasupplyresistorwaybitworkgoodbatteryarduinopindeviceknowboardgroundledfrequencydesignprobablycaseusbsmallloadampdifferentexamplethinksourcecodefindvalueswitchchipproblemcontrolpossible
Topic clusters

Topic 0

solder
iron
soldering
tip
wire
board
flux
pcb

Topic 1

motor
stepper
servo
control
torque
speed
drive
driver

Topic 2

led
current
light
resistor
voltage
lead
drive
diode

Topic 3

battery
charge
cell
charger
voltage
solar
current
power

Topic 4

capacitor
cap
inductor
plane
ceramic
inductance
trace
electrolytic

Topic 5

portuguese
link
look
english
site
find
brazil
newton

Topic 6

pcb
eagle
board
design
schematic
file
layer
layout

Topic 7

amp
amplifier
input
speaker
audio
signal
adc
impedance

Topic 8

spi
uart
protocol
bus
datum
bit
card
device

Topic 9

fpga
vhdl
xilinx
cpu
design
verilog
logic
dsp

Topic 10

crystal
interrupt
oscillator
clock
timer
frequency
time
reset

Topic 11

lcd
display
pin
screen
segment
interface
character
vga
Show all 32 topics

Topic 12

sensor
temperature
water
hall
distance
tank
look
pressure

Topic 13

regulator
voltage
supply
transformer
power
linear
current
output

Topic 14

flop
flip
clock
logic
bit
gate
latch
state

Topic 15

transistor
mosfet
current
base
gate
collector
bjt
voltage

Topic 16

xbee
rfid
tag
reader
zigbee
module
antenna
card

Topic 17

compiler
gcc
arm
code
learn
avr
program
linux

Topic 18

usb
ftdi
serial
port
device
host
driver
arduino

Topic 19

ppm
risc
emf
million
ccfl
ccm
bsp
dnl

Topic 20

frequency
signal
scope
oscilloscope
sample
fft
wave
rate

Topic 21

supply
power
electron
voltage
flow
current
ups
battery

Topic 22

avr
bootloader
jtag
programmer
arduino
program
isp
programming

Topic 23

relay
triac
switch
ssr
load
current
state
solid

Topic 24

arduino
platform
board
netduino
hardware
project
development
like

Topic 25

flash
write
datum
memory
byte
read
bit
queue

Topic 26

accelerometer
encoder
axis
position
gyro
acceleration
wheel
sensor

Topic 27

resistor
pull
tolerance
series
resistance
film
value
resistors

Topic 28

radio
transmitter
receiver
band
jack
phone
frequency
ham

Topic 29

electronic
book
electronics
license
work
learn
patent
job

Topic 30

diode
zener
voltage
reverse
current
schottky
forward
drop

Topic 31

heat
sink
water
thermal
air
conductive
heatsink
enclosure
Top hashtags
#define561
#include417
#pragma213
#2168
#1143
#390
#3953
#endif46
#436
#if32
#025
#625
#undef25
#ifdef19
#1013
#513
#defines13
#else11
#ifndef10
#pages9

Sampled: text metrics from 50K of 2M records; topic model from 20K.

Record

Catalog key
stackexchange-electronics-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
2,041,634
Nodes
87,916
Edges
268,871 (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
2009/2024 (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, 608.0 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 — electronics.stackexchange.com [Data set]. https://stackexchange-electronics-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 — electronics.stackexchange.com. 2025, stackexchange-electronics-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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