python Reddit NodeXL SNA Map and Report for Tuesday, 18 April 2023 at 09:39
Description:
The graph represents a network of 47 Reddit users whose recent posts contained "python", or commented, or replied in comments, or where tagged in posts or comments. The search was conducted on all subreddits. The network was obtained from Reddit on Tuesday, 18 April 2023 at 09:44 UTC.
There is an edge for each created post an edge for each comment in a post, an edge for each reply to a comment. There is an edge for each tagged user.
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
The edge colors are based on edge weight values. The edge widths are based on edge weight values. The edge opacities are based on edge weight values. The vertex sizes are based on in-degree values.
Overall Graph Metrics:
Vertices: 47
Unique Edges: 40
Edges With Duplicates: 244
Total Edges: 284
Self-Loops: 251
Reciprocated Vertex Pair Ratio: 0.272727272727273
Reciprocated Edge Ratio: 0.428571428571429
Connected Components: 36
Single-Vertex Connected Components: 28
Maximum Vertices in a Connected Component: 3
Maximum Edges in a Connected Component: 197
Maximum Geodesic Distance (Diameter): 2
Average Geodesic Distance: 0.453333
Graph Density: 0.00647548566142461
Modularity: 0.101037
NodeXL Version: 1.0.1.511
Top 10 Vertices, Ranked by Betweenness Centrality:
smashed_potat0
intenebrisdomini
automoderator
glum-platimium
nmarssilujjhf
defiantfun1012
interestinghousing79
jolly_va_4u
miller1419
impecbusilis
Top Relationship in Entire Graph:
[250] Posted
[16] Commented
[4] RepliedTo
Top Relationship in G1:
[228] Posted
Top Relationship in G2:
[2] Commented
[2] RepliedTo
[1] Posted
Top Relationship in G3:
[2] Commented
[1] Posted
Top Relationship in G4:
[15] Posted
[6] Commented
Top Relationship in G5:
[2] RepliedTo
[1] Posted
[1] Commented
Top Relationship in G6:
[1] Posted
[1] Commented
Top Relationship in G7:
[1] Posted
[1] Commented
Top Relationship in G8:
[1] Posted
[1] Commented
Top Relationship in G9:
[2] Commented
[1] Posted
Top Subreddit in Entire Graph:
[26] golangjob
[24] pythonjob
[19] joblead
[19] echojobs
[18] CodingJobs
[18] rustjob
[17] ReactJSJobs
[13] remoteworks
[12] JavaScriptJob
[9] ChicagoTechJobs
Top Subreddit in G1:
[26] golangjob
[24] pythonjob
[19] joblead
[19] echojobs
[18] rustjob
[18] CodingJobs
[17] ReactJSJobs
[13] remoteworks
[12] JavaScriptJob
[9] ChicagoTechJobs
Top Subreddit in G2:
[5] learnpython
Top Subreddit in G3:
[3] devpt
Top Subreddit in G4:
[4] Jobs4Bitcoins
[2] Jobs_OG
[2] WebDeveloperJobs
[2] Freelance_OG
[2] ForHire_RemoteJobs
[1] JobFair
[1] NYCjobs
[1] remotework
[1] hiring
[1] jobbit
Top Subreddit in G5:
[4] ansible
Top Subreddit in G6:
[2] learnpython
Top Subreddit in G7:
[2] NoStupidQuestions
Top Subreddit in G8:
[2] RASPBERRY_PI_PROJECTS
Top Subreddit in G9:
[3] StableDiffusion
Top Words in Text in Entire Graph:
[100] data
[80] err
[68] web
[61] python
[58] npm
[47] tech
[47] reddit
[46] gyp
[42] websites
[37] full
Top Words in Text in G1:
[80] err
[68] data
[58] npm
[46] gyp
[35] python
[34] tech
[26] google
[25] scholar
[25] find
[25] web
Top Words in Text in G2:
[11] bar
[7] print
[6] foo
[4] data
[4] file
[4] readlines
[3] read
[3] know
[3] os
[3] readline
Top Words in Text in G3:
[11] não
[10] em
[7] uma
[7] eu
[6] mais
[6] algo
[5] proposta
[4] ficar
[4] até
[4] tipo
Top Words in Text in G4:
[46] reddit
[41] websites
[41] web
[28] full
[27] design
[27] data
[26] based
[26] projects
[26] time
[26] heavy
Top Words in Text in G5:
[6] site
[5] path
[4] '
[4] python
[3] lib
[3] local
[3] shell
[3] set
[3] packages
[3] use
Top Words in Text in G6:
[3] thing
[2] windows
[2] python
Top Words in Text in G7:
[2] seen
[2] programmer
Top Words in Text in G8:
[6] pi
[4] grafana
[4] browser
[3] graphs
[3] display
Top Words in Text in G9:
[2] drive
Top Word Pairs in Text in Entire Graph:
[48] npm,err
[35] err,gyp
[31] gyp,err
[24] google,scholar
[20] data,scraping
[15] find,vs
[15] netlify,app
[15] err,find
[15] scikit,learn
[14] data,web
Top Word Pairs in Text in G1:
[48] npm,err
[35] err,gyp
[31] gyp,err
[24] google,scholar
[15] err,find
[15] scikit,learn
[15] find,vs
[11] web,development
[11] err,stack
[11] tech,bootcamps
Top Word Pairs in Text in G2:
[4] bar,print
[3] print,bar
[3] foo,readlines
[2] iterate,over
[2] bar,sort
[2] doing,anyway
[2] anyway,data
[2] readlines,bar
[2] know,doing
[2] data,bar
Top Word Pairs in Text in G3:
[2] isso,não
[2] eu,tenho
[2] algo,melhor
[2] tendo,em
[2] web,development
[2] começar,enviar
[2] uma,proposta
[2] enviar,cvs
[2] em,conta
[2] end,web
Top Word Pairs in Text in G4:
[15] netlify,app
[13] milestones,available
[13] based,freelancer
[13] platforms,integration
[13] box,bloated
[13] doesn,break
[13] boarding,process
[13] jobs,php
[13] scale,2009
[13] wordpress,woocommerce
Top Word Pairs in Text in G5:
[3] local,lib
[2] last,step
[2] ','
[2] site,packages
[2] name,set
[2] site,module
[2] python,version