Stack Exchange — salesforce.stackexchange.com

The content of salesforce.stackexchange.com (https://salesforce.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 687,647 rows: 290,972 posts (133,827 questions, 155,428 answers, 847 tag wiki excerpts, 847 tag wikis, 20 posts of type 6 and 3 posts of type 7) and 396,675 comments, written between 31 July 2012 and 31 March 2024. Beside it are 116,456 user accounts, 753,752 votes, 248,950 badges awarded, 2,164 tags, 838,555 post revisions and 22,240 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 1,285 rows.

#Crm software#Expertise network#Reputation#Salesforce#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 36,329 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

36.3K
Nodes
113.5K
Edges
8.60e-05
Density
534
Components
-0.131
Assortativity
1.0%
Reciprocity
18.7K
Bridges
Most central nodes
2560.00977
1130.0071
8870.00666
87220.00647
2600.00614
82960.00573
99370.00567
33900.00545
105780.00526
11220.0049
Content metrics

687,647 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 0.882 ± 2.496
min -12max 216
x view countμ 1.8K ± 4.7K
min 7max 278.1K
x answer countμ 1.162 ± 0.848
min 0max 27
x comment countμ 1.363 ± 2.047
min 0max 44
x favorite count0.1% true
true 0.1%false 99.9%
9.4
Flesch–Kincaid grade
US school grade level
10.9
Automated readability index
Frequent terms
apexnewvalueliststringclasssetfieldcodepageusedatapublicaccounterrorobjectrecordsalesforceuserneedcomponentlightningsystemliketypeemailaddtriggerselecttestcustomcasecontactcreatetruewantupdatenullqueryrecordsfieldsapimethoddebugreturnvarwaydivmapevent
Topic clusters

Topic 0

thank
answer
question
code
post
work
help
comment

Topic 1

component
lightning
aura
lwc
attribute
event
sld
div

Topic 2

trigger
new
update
insert
list
account
string
test

Topic 3

apex
page
public
controller
visualforce
inputfield
column
form

Topic 4

salesforce
user
token
app
request
community
api
login

Topic 5

email
send
journey
cloud
marketing
template
address
subscriber

Topic 6

package
sfdx
version
deploy
sandbox
metadata
force
scratch

Topic 7

formula
date
field
time
new
datetime
day
validation

Topic 8

query
soql
relationship
select
object
record
account
field

Topic 9

map
type
field
object
list
record
string
sobject

Topic 10

permission
profile
user
access
set
record
sharing
object

Topic 11

batch
job
class
global
method
run
database
schedule
Show all 14 topics

Topic 12

datum
data
extension
csv
query
export
file
loader

Topic 13

layout
button
page
custom
click
javascript
view
list
Top hashtags
#1945
#2929
#ffffff792
#000000448
#3366
#fff299
#0288
#c0c0c0286
#000203
#passwordtext144
#4130
#map114
#bodytable113
#ff0000113
#cccccc111
#124110
#ccc109
#error100
#import92
#cshid90
Top emoji
🌈2

Computed over the full corpus.

Record

Catalog key
stackexchange-salesforce-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
823,173
Nodes
36,329
Edges
113,498 (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
2012/2024 (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 unverified
Original files as received
The source files, unconverted, kept for reference: mirrored on echo.directory on 2026-10-09, 264.4 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 (687,647 rows), users (116,456 rows), x_votes (753,752 rows), x_badges (248,950 rows), x_tags (2,164 rows), x_post_history (838,555 rows), x_post_links (22,240 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 — salesforce.stackexchange.com [Data set]. https://stackexchange-salesforce.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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