Stack Exchange — avp.stackexchange.com

A Stack Exchange (avp.stackexchange.com) dataset of 6,689 users, 9,259 answer-collaboration edges, 9,182 questions, 11,332 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 avp.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..

#Audio video production#Reputation#Stack exchange data dump#Video editing

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 6,689 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

6.7K
Nodes
9.3K
Edges
2.07e-04
Density
269
Components
-0.1434
Assortativity
0.2%
Reciprocity
4.4K
Bridges
Most central nodes
44260.00688
62500.00419
117890.00389
12360.00389
218820.00329
51130.00329
36430.00314
53470.00314
11800.00269
28110.00269
Content metrics

20,514 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 1.688 ± 5.913
min -7max 581
view countμ 1.2K ± 7.4K
min 0max 568.7K
answer countμ 0.552 ± 0.909
min 0max 11
comment countμ 1.109 ± 1.918
min 0max 29
8.3
Flesch–Kincaid grade
US school grade level
8.9
Automated readability index
Frequent terms
videoffmpegenableusefileaudioquotlikeframemp4wanttimestreamneedoutputcamera100waysizedoninputformatqualityfilesframesimageworkvideoseffectsfpsknowpremieresoftwarebitbitratesetgoodquestionclipcopydifferentratecommandcolorcodeceffectrightstartaddproblem
Topic clusters

Topic 0

lens
camera
focus
sensor
shoot
canon
dslr
aperture

Topic 1

gpu
ram
cpu
render
ssd
drive
card
core

Topic 2

premiere
project
pro
fcpx
import
final
export
xml

Topic 3

hdmi
sdi
cable
signal
device
usb
computer
vga

Topic 4

audio
sound
frequency
track
noise
signal
sample
volume

Topic 5

mic
microphone
sound
audio
recorder
record
mixer
shotgun

Topic 6

bitrate
quality
compression
frame
bit
encode
rate
codec

Topic 7

presentation
slide
video
keynote
powerpoint
software
annotation
youtube

Topic 8

clip
sequence
timeline
multicam
select
track
cut
edit

Topic 9

subtitle
caption
srt
file
aegisub
burn
text
font

Topic 10

vegas
sony
pro
render
project
version
track
effect

Topic 11

stream
metadata
ffmpeg
tbn
tbc
input
tbr
progress
Show all 58 topics

Topic 12

container
format
codec
rate
file
bit
stream
mib

Topic 13

copyright
music
license
licence
youtube
fair
claim
use

Topic 14

dvd
burn
player
disc
menu
pal
format
blu

Topic 15

resolution
fps
framerate
rate
video
bitrate
frame
size

Topic 16

tape
vhs
vcr
capture
quality
pal
old
transfer

Topic 17

color
lut
correction
saturation
grade
adjustment
contrast
grading

Topic 18

split
video
join
watermark
second
timestamp
time
date

Topic 19

mask
particle
layer
matte
effect
comp
shape
alpha

Topic 20

live
stream
streaming
youtube
service
broadcast
livestream
obs

Topic 21

gimbal
mount
tripod
head
camera
rig
stabilization
helmet

Topic 22

green
screen
chroma
key
light
blue
keying
background

Topic 23

file
streamclip
mkv
convert
mpeg
avi
metadata
windows

Topic 24

export
render
media
encoder
setting
quality
adobe
ame

Topic 25

expression
value
position
property
layer
anchor
slider
null

Topic 26

server
dash
rtmp
stream
streaming
client
live
rtsp

Topic 27

animation
graphic
motion
animate
draw
software
kinetic
create

Topic 28

ratio
aspect
pixel
square
anamorphic
widescreen
resolution
bar

Topic 29

editing
software
editor
free
video
windows
linux
feature

Topic 30

ffmpeg
yadif
error
conversion
convert
filter
deinterlace
output

Topic 31

film
story
people
production
director
work
good
interview

Topic 32

tracking
track
tracker
motion
point
camera
object
mocha

Topic 33

lapse
timelapse
effect
zoom
video
achieve
time
software

Topic 34

blender
vfx
motion
software
free
animation
effects
compositing

Topic 35

copy
ffmpeg
command
line
filter
batch
split
timestamp

Topic 36

crop
ken
burns
video
area
zoom
autopano
want

Topic 37

light
lighting
shadow
subject
led
soft
bulb
softbox

Topic 38

ffmpeg
duration
second
fade
command
overlay
pts
long

Topic 39

gopro
hero
battery
edition
black
camera
charge
camcorder

Topic 40

concat
demuxer
inpoint
ffmpeg
file
concatenate
filter
copy

Topic 41

render
color
export
alpha
background
gradient
gamma
quicktime

Topic 42

youtube
upload
encode
codec
reencode
video
quality
setting

Topic 43

shutter
speed
rate
flicker
frame
camera
light
film

Topic 44

sync
audio
synchronize
adixxion
video
separate
record
app

Topic 45

remove
background
blur
video
object
face
lapse
want

Topic 46

davinci
resolve
node
free
fusion
lite
wire
color

Topic 47

color
bit
colour
hdr
gamut
space
rgb
range

Topic 48

convert
video
converter
youtube
format
normal
sphere
rectilinear

Topic 49

animation
effect
animate
text
create
bouncy
loop
preset

Topic 50

layer
shape
mask
path
stroke
illustrator
animate
effect

Topic 51

keyframe
value
position
select
click
timeline
attribute
key

Topic 52

projector
projection
christie
mapping
pixel
mirror
resolution
screen

Topic 53

transition
clip
fade
black
dissolve
dip
slide
logo

Topic 54

corrupt
vlc
play
player
file
repair
corrupted
video

Topic 55

composition
comp
layer
subcomp
collapse
nested
nest
extend

Topic 56

overlay
text
intro
video
add
image
outro
insert

Topic 57

handbrake
quality
encode
bitrate
recommend
batch
setting
encoder
Top hashtags
#04.2K
#1368
#2148
#ext143
#extinf87
#357
#425
#520
#extm3u20
#include20
#614
#714
#3912
#0000000011
#stream11
#toc11
#chapter7
#video7
#0000005
#ffffff5

Sampled: text metrics from 50K of 53.1K records; topic model from 20K.

Record

Catalog key
stackexchange-avp-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
53,076
Nodes
6,689
Edges
9,259 (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
2010/2024 (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/download/stackexchange link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 20.9 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 — avp.stackexchange.com [Data set]. https://stackexchange-avp-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 — avp.stackexchange.com. 2025, stackexchange-avp-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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