data visualization Reddit NodeXL SNA Map and Report for Thursday, 27 April 2023 at 14:59
Description:
The graph represents a network of 852 Reddit users whose recent posts contained "data visualization", or commented, or replied in comments. The search was conducted on all subreddits. The network is limited to a maximum of 20000 posts going backward in time. The network was obtained from Reddit on Thursday, 27 April 2023 at 15:15 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.
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: 852
Unique Edges: 981
Edges With Duplicates: 282
Total Edges: 1263
Self-Loops: 266
Reciprocated Vertex Pair Ratio: 0.227709190672154
Reciprocated Edge Ratio: 0.370949720670391
Connected Components: 177
Single-Vertex Connected Components: 106
Maximum Vertices in a Connected Component: 119
Maximum Edges in a Connected Component: 177
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 3.242838
Graph Density: 0.0012343942227592
Modularity: 0.6316
NodeXL Version: 1.0.1.511
Top 10 Vertices, Ranked by Betweenness Centrality:
gpbuilder
automoderator
tamtwojwykop
ciado63
sephirex420
solvermax
redditor199199333
trylks
avelak
intrepidhermit
Top Relationship in Entire Graph:
[539] RepliedTo
[477] Commented
[247] Posted
Top Relationship in G1:
[134] Posted
[3] Commented
Top Relationship in G2:
[58] Commented
[50] RepliedTo
[1] Posted
Top Relationship in G3:
[70] RepliedTo
[27] Commented
[1] Posted
Top Relationship in G4:
[29] RepliedTo
[13] Commented
[1] Posted
Top Relationship in G5:
[42] Commented
[22] RepliedTo
[20] Posted
Top Relationship in G6:
[26] RepliedTo
[24] Commented
[1] Posted
Top Relationship in G7:
[21] Commented
[8] RepliedTo
[1] Posted
Top Relationship in G8:
[23] RepliedTo
[17] Commented
[1] Posted
Top Relationship in G9:
[20] Commented
[12] RepliedTo
[5] Posted
Top Relationship in G10:
[18] Commented
[10] RepliedTo
[1] Posted
Top Subreddit in Entire Graph:
[160] datascience
[98] collapse
[66] PowerBI
[51] populationonevr
[43] DokkanBattleCommunity
[42] SeveranceAppleTVPlus
[41] SaaS
[35] dataengineering
[34] CanadaPublicServants
[31] typescript
Top Subreddit in G1:
[9] u_ViralMafia123
[4] udemyfreebies
[3] Treaty_Creek
[2] generative
[2] jobbit
[2] BotNews
[2] FreeUdemyCoupons
[2] datascience
[2] computervision
[2] massspectrometry
Top Subreddit in G2:
[109] datascience
Top Subreddit in G3:
[98] collapse
Top Subreddit in G4:
[43] DokkanBattleCommunity
Top Subreddit in G5:
[23] resumes
[15] Sexyspacebabes
[15] CryptoCurrency
[9] pkmntcgtrades
[5] fabricmc
[2] ForHire_OG
[2] Forhire_Freelance_OG
[2] ForHire_RemoteJobs
[2] dataengineering
[2] NFT
Top Subreddit in G6:
[51] populationonevr
Top Subreddit in G7:
[30] biotech
Top Subreddit in G8:
[41] SeveranceAppleTVPlus
Top Subreddit in G9:
[17] dataengineering
[10] PowerBI
[10] webdev
Top Subreddit in G10:
[29] MinecraftChampionship
Top Words in Text in Entire Graph:
[1037] data
[396] more
[356] #x200b
[321] use
[273] marketing
[272] freewebcart
[272] time
[260] one
[243] digital
[241] make
Top Words in Text in G1:
[611] data
[272] freewebcart
[241] marketing
[238] digital
[211] #x200b
[169] more
[162] use
[162] software
[151] online
[142] such
Top Words in Text in G2:
[74] data
[18] chart
[18] engineer
[16] job
[16] scientist
[10] ml
[9] project
[9] scientists
[9] title
[8] inference
Top Words in Text in G3:
[23] people
[23] years
[22] oil
[21] more
[18] one
[14] world
[14] money
[12] time
[11] last
[11] population
Top Words in Text in G4:
[4] week
[3] need
[3] time
[3] goku
[3] piccolo
[3] anniversary
[3] lr
[3] banner
[3] make
[2] namekians
Top Words in Text in G5:
[132] fabric
[86] api
[62] v1
[56] reddit
[51] 18
[47] experience
[43] resume
[40] please
[39] 19
[39] #x200b
Top Words in Text in G6:
[26] game
[17] issues
[14] see
[12] players
[12] mode
[12] increased
[12] matches
[11] more
[11] damage
[10] list
Top Words in Text in G7:
[9] prism
[8] use
[7] plots
[6] data
[6] more
[6] jmp
[5] excel
[4] python
[4] ggplot2
[3] lot
Top Words in Text in G8:
[51] chip
[22] think
[21] brain
[19] consciousness
[16] lumon
[15] innie
[15] petey
[12] memories
[11] know
[10] two
Top Words in Text in G9:
[36] data
[14] date
[13] table
[11] using
[10] each
[10] company
[9] end
[9] charts
[9] visualization
[7] need
Top Words in Text in G10:
[11] category
[11] watch
[10] youtube
[7] medium
[6] 28
[6] paper
[5] effort
[5] easy
[4] much
[4] love
Top Word Pairs in Text in Entire Graph:
[156] digital,marketing
[110] _,_
[89] viral,mafia
[74] data,science
[72] social,media
[72] datayoshi,offer
[58] data,analysis
[52] data,engineer
[50] machine,learning
[50] data,scientist
Top Word Pairs in Text in G1:
[154] digital,marketing
[89] viral,mafia
[72] datayoshi,offer
[64] social,media
[45] data,analysis
[45] data,engineer
[40] machine,learning
[40] data,science
[37] search,engine
[37] data,driven
Top Word Pairs in Text in G2:
[14] data,scientist
[8] data,scientists
[7] data,engineer
[7] data,data
[5] data,analysts
[5] ml,engineer
[4] data,analyst
[4] machine,learning
[3] touching,database
[3] full,stack
Top Word Pairs in Text in G3:
[5] years,ago
[5] youtube,watch
[4] 40,years
[4] 000,years
[3] warm,period
[3] few,years
[3] exponential,growth
[3] peak,oil
[3] super,powers
[3] 47,years
Top Word Pairs in Text in G4:
[2] 8th,anniversary
[2] golder,week
[2] demon,clan
[2] golden,week
Top Word Pairs in Text in G5:
[39] api,v1
[36] fabric,api
[30] reddit,resumes
[30] api,fabric
[25] message,compose
[24] stock,market
[21] warp,drive
[21] infinite,universe
[19] questions,concerns
[19] bot,action
Top Word Pairs in Text in G6:
[6] known,issues
[6] build,mode
[6] main,menu
[5] voice,chat
[4] room,list
[4] monthly,rewards
[4] support,bigboxvr
[4] server,room
[4] game,mode
[3] rewards,monthly
Top Word Pairs in Text in G7:
[3] graphpad,prism
Top Word Pairs in Text in G8:
[7] consciousness,chip
[6] innie,chip
[4] entire,consciousness
[3] value,lumon
[2] times,show
[2] hard,drive
[2] way,partition
[2] two,people
[2] chip,brain
[2] chip,switch
Top Word Pairs in Text in G9:
[5] data,visualization
[5] date,table
[4] data,points
[4] power,bi
[4] cumulative,sums
[3] open,source
[3] front,end
[3] chart,js
[3] see,data
[2] line,charts
Top Word Pairs in Text in G10:
[10] youtube,watch
[6] 28,youtube
[4] 26,youtube
[3] couldn,find
[3] enough,examples
[3] paper,dimension
[3] good,enough
[3] find,good
[2] category,easy
[2] medium,failed