Stack Exchange — dsp.stackexchange.com

LimitedMediumgraphtextStack Exchange

The content of dsp.stackexchange.com (https://dsp.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 192,811 rows: 62,893 posts (27,618 questions, 34,859 answers, 205 tag wiki excerpts, 205 tag wikis, 4 posts of type 6 and 2 posts of type 7) and 129,918 comments, written between 24 November 2009 and 31 March 2024. Beside it are 59,547 user accounts, 176,529 votes, 86,646 badges awarded, 528 tags, 231,654 post revisions and 7,776 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 429 rows.

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 192,811 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

192.8K
Nodes
164.8K
Edges
4.43e-06
Density
28K
Components
0.0%
Reciprocity
164.8K
Bridges
Most central nodes
362560.00031
499320.00027
701130.00023
628930.00023
707010.00023
629570.00022
704070.00022
637450.00021
192250.00021
827140.0002
Content metrics

192,811 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 0.826 ± 2.503
min -6max 186
x view countμ 1.6K ± 5.6K
min 4max 239.3K
x answer countμ 1.262 ± 1.004
min 0max 17
x comment countμ 2.066 ± 3.035
min 0max 60
x favorite count0.8% true
true 0.8%false 99.2%
9.3
Flesch–Kincaid grade
US school grade level
10.4
Automated readability index
Frequent terms
signalfrequencytimefilterfracnoiserightusefftfunctiondatalikequestionomegaphaseimageneedtransformanswerleftdomainresponsesamplesknowwantinputoutputzerodoncaserealsamplesystemendsignalsdifferentexamplesamplingwaycodevaluefourierthinkmeanpointlengthinftyratecomplexproblem
Topic clusters

Topic 0

filter
fir
response
pass
frequency
design
iir
coefficient

Topic 1

image
pixel
color
edge
camera
object
algorithm
point

Topic 2

random
process
correlation
autocorrelation
noise
power
psd
variance

Topic 3

question
answer
comment
ask
edit
post
accept
upvote

Topic 4

thank
answer
help
appreciate
lot
helpful
glad
sir

Topic 5

dsp
processing
quantization
bit
processor
fpga
entropy
cpu

Topic 6

matlab
code
matrix
octave
vector
language
function
column

Topic 7

solution
math
answer
equation
problem
formula
solve
think

Topic 8

datum
peak
accelerometer
vibration
average
signal
like
frequency

Topic 9

fft
bin
frequency
length
dft
number
matlab
use

Topic 10

pitch
speech
voice
audio
sound
feature
mfcc
recognition

Topic 11

kalman
measurement
state
model
filter
velocity
position
acceleration
Show all 28 topics

Topic 12

wavelet
transform
dwt
cwt
scale
coefficient
double
decomposition

Topic 13

nyquist
sample
sampling
aliasing
frequency
signal
rate
spectrum

Topic 14

audio
sound
microphone
file
pressure
record
noise
clip

Topic 15

system
lti
response
impulse
causal
input
output
causality

Topic 16

pole
transfer
circle
system
zero
function
stable
roc

Topic 17

ofdm
subcarrier
symbol
channel
pilot
carrier
prefix
cyclic

Topic 18

convolution
circular
domain
multiplication
convolve
length
sequence
time

Topic 19

qpsk
symbol
bpsk
carrier
phase
constellation
recovery
modulation

Topic 20

plot
axis
magnitude
scale
frequency
dan
code
spectrum

Topic 21

dft
domain
sample
frequency
time
bin
sequence
dtft

Topic 22

link
example
paper
google
article
page
break
wikipedia

Topic 23

chirp
radar
target
pulse
doppler
fmcw
range
frequency

Topic 24

hilbert
transform
analytic
signal
phase
instantaneous
frequency
envelope

Topic 25

yes
right
correct
agree
exactly
sure
cough
yeah

Topic 26

sinusoid
fourier
sine
real
periodic
wave
complex
frequency

Topic 27

sine
wave
phase
frequency
amplitude
sinusoid
signal
constant
Top hashtags
#include439
#define290
#1280
#2274
#171128
#3119
#print67
#plt61
#049
#445
#2996831
#plot30
#endif29
#the29
#if26
#scipy25
#v23
#this22
#time22
#create21

Computed over the full corpus.

Record

Catalog key
stackexchange-dsp-stackexchange-com
Authors
Stack Exchange, Inc.
Year
2024
Source paper
Stack Exchange Data Dump
License
CC BY-SA 2.5 / 3.0 / 4.0 (by contribution date) (CC-BY-SA-2.5 AND CC-BY-SA-3.0 AND CC-BY-SA-4.0)
Records
192,811
Nodes
192,811
Edges
164,777 (directed)
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/details/stackexchange link checked
Original files as received
The source files, unconverted, kept for reference: mirrored on echo.directory on 2026-10-09, 81.8 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 (192,811 rows), users (59,547 rows), x_votes (176,529 rows), x_badges (86,646 rows), x_tags (528 rows), x_post_history (231,654 rows), x_post_links (7,776 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 — dsp.stackexchange.com [Data set]. https://stackexchange-dsp.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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