Stack Exchange — solana.stackexchange.com

A Stack Exchange (solana.stackexchange.com) dataset of 2,107 users, 4,172 answer-collaboration edges, 4,695 questions, 5,285 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 solana.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..

#Blockchain#Cryptocurrency#Expertise network#Reputation#Solana#Stack exchange data dump

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 2,107 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

2.1K
Nodes
4.2K
Edges
9.40e-04
Density
46
Components
-0.1577
Assortativity
0.9%
Reciprocity
1.1K
Bridges
Most central nodes
3250.01425
2940.01235
17080.01187
6480.01187
10690.01092
15940.01092
50740.00997
1390.0095
2070.0095
2340.0095
Content metrics

9,980 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

scoreμ 1.702 ± 1.851
min -5max 32
view countμ 132.147 ± 405.594
min 0max 10K
answer countavg 0.53 / 6
0std 0.776
comment countμ 0.741 ± 1.42
min 0max 19
9.9
Flesch–Kincaid grade
US school grade level
11.9
Automated readability index
Frequent terms
quotaccountprogramsolanatokentransactionaccountsconsterrorpubwalletuseanchormintpublickeynewinfodatainstructionletampctxconnectionawaitkeyaddresscodelikeneedcreatelogtransfermetadatapdaauthorityweb3pubkeykeypairsignerusersplrpcwantsolwaypayerfunctionmutaddconsole
Topic clusters

Topic 0

pda
seed
bump
pub
account
program
user
create

Topic 1

token
mint
account
transfer
pub
authority
ata
create

Topic 2

anchor
idl
build
error
version
rust
run
crate

Topic 3

validator
solana
test
ledger
rpc
node
port
run

Topic 4

pub
struct
account
anchor
type
constraint
use
byte

Topic 5

key
keypair
phrase
private
generate
public
wallet
mnemonic

Topic 6

spl
token
transfer
tokens
mint
program
create
solana

Topic 7

nft
collection
nfts
metaplex
metadata
mint
edition
creator

Topic 8

adapter
wallet
react
import
connect
app
usememo
const

Topic 9

cargo
build
bpf
rustc
version
sbf
solana
compile

Topic 10

raydium
swap
pool
liquidity
jupiter
false
true
python

Topic 11

blockhash
transaction
block
confirm
recent
slot
lastvalidblockheight
confirmation
Show all 35 topics

Topic 12

solana
developer
community
contract
team
smart
question
development

Topic 13

phantom
wallet
app
browser
support
connect
issue
mobile

Topic 14

datum
account
byte
instruction
bit
program
store
need

Topic 15

candy
machine
candymachine
mint
sugar
collection
program
nft

Topic 16

metadata
metaplex
foundation
mpl
token
const
umi
mint

Topic 17

fail
simulation
error
transaction
processing
send
insufficient
instruction

Topic 18

code
error
provide
paste
add
question
try
annotate

Topic 19

stake
epoch
reward
staking
validator
delegate
account
vote

Topic 20

sign
transaction
partialsign
signature
backend
partial
versionedtransaction
send

Topic 21

devnet
mainnet
deploy
testnet
cluster
beta
program
work

Topic 22

solana
transaction
pay
payment
request
signature
transactions
network

Topic 23

cpi
instruction
program
invoke
pub
puppet
let
pass

Topic 24

solana
cli
install
version
update
instal
issue
release

Topic 25

rent
exempt
exemption
account
minimum
sol
balance
lamport

Topic 26

rpc
quicknode
endpoint
provider
node
free
helius
request

Topic 27

table
lookup
transaction
limit
instruction
address
size
add

Topic 28

version
repo
update
github
link
instal
issue
work

Topic 29

freeze
authority
token
frozen
nft
unfreeze
thaw
revoke

Topic 30

thank
answer
mark
upvote
question
accept
appreciate
great

Topic 31

compute
unit
fee
budget
priority
limit
increase
transaction

Topic 32

memcmp
filter
byte
offset
getprogramaccount
getprogramaccounts
datasize
account

Topic 33

datum
store
solana
size
storage
state
account
chain

Topic 34

question
answer
post
comment
ask
elaborate
focus
new
Top hashtags
#how37
#132
#issuecomment23
#222
#gettransaction20
#example16
#method16
#metadata15
#facts13
#412
#getsignaturesforaddress12
#transfer12
#011
#311
#accountsubscribe11
#create10
#account9
#solana9
#program8
#unsupported8

Computed over the full corpus.

Record

Catalog key
stackexchange-solana-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
22,416
Nodes
2,107
Edges
4,172 (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
2022/2024 (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, 7.5 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 — solana.stackexchange.com [Data set]. https://stackexchange-solana-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 — solana.stackexchange.com. 2025, stackexchange-solana-stackexchange-com.echo.directory/.

BibTeX · RIS · CSL-JSON

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