social network analysis Reddit NodeXL SNA Map and Report for Wednesday, 03 May 2023 at 10:07 (experimental version)
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Description:
The graph represents a network of 2,660 Reddit users whose recent posts contained "social network analysis", or commented, or replied in comments, or where tagged in posts or comments. The search was conducted on all subreddits. The network is limited to a maximum of 1000 posts going backward in time. The network was obtained from Reddit on Wednesday, 03 May 2023 at 11:04 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: 2660
Unique Edges: 2304
Edges With Duplicates: 3076
Total Edges: 5380
Self-Loops: 1020
Reciprocated Vertex Pair Ratio: 0.205096588573777
Reciprocated Edge Ratio: 0.340381991814461
Connected Components: 522
Single-Vertex Connected Components: 364
Maximum Vertices in a Connected Component: 1196
Maximum Edges in a Connected Component: 2809
Maximum Geodesic Distance (Diameter): 22
Average Geodesic Distance: 8.873391
Graph Density: 0.000414537660435406
Modularity: 0.476228
NodeXL Version: 1.0.1.512
Top 10 Vertices, Ranked by Betweenness Centrality:
automoderator
rsubs33
amasangkay
hollyberryness
uppitymatt
cruxhub
remindmebot
dizzy_patriot
apathi
frostbyte122
Top Relationship in Entire Graph:
[1802] RepliedTo
[1677] Commented
[782] Posted
[52] Tagged
Top Relationship in G1:
[410] RepliedTo
[301] Commented
[8] Tagged
Top Relationship in G2:
[315] Posted
[9] RepliedTo
[5] Commented
Top Relationship in G3:
[92] Commented
[72] RepliedTo
[2] Tagged
[1] Posted
Top Relationship in G4:
[99] Commented
[50] RepliedTo
[1] Posted
Top Relationship in G5:
[90] Commented
[73] RepliedTo
[59] Posted
[2] Tagged
Top Relationship in G6:
[2] Tagged
[2] Posted
Top Relationship in G7:
[64] RepliedTo
[61] Commented
[1] Posted
[1] Tagged
Top Relationship in G8:
[76] Commented
[55] RepliedTo
[6] Posted
Top Relationship in G9:
[62] Commented
[48] RepliedTo
[11] Posted
[1] Tagged
Top Relationship in G10:
[12] Tagged
[3] Posted
[1] Commented
[1] RepliedTo
Top Subreddit in Entire Graph:
[765] eagles
[281] Superstonk
[272] CryptoCurrency
[151] CompTIA
[118] Experiencers
[98] MLC
[85] singularity
[81] HFY
[80] ChatGPT
[62] udemyfreebies
Top Subreddit in G1:
[719] eagles
Top Subreddit in G2:
[11] Prevention
[9] aboutupdates
[6] u_futureanalytica
[6] u_Thestockxpo
[5] CoinwebDailySpin
[4] AJsBotPlayground
[4] autotldr
[4] u_DigicromeCompany
[3] udemyfreebies
[3] u_weemreport
Top Subreddit in G3:
[166] Superstonk
[1] u_AphoticSeagull
Top Subreddit in G4:
[150] CompTIA
Top Subreddit in G5:
[62] ChatGPT
[30] AskSocialScience
[25] conspiracy
[14] smallbusiness
[12] Scholar
[8] freelanceWriters
[8] sportsbetting
[7] GME
[6] developersIndia
[6] sales
Top Subreddit in G6:
[4] CryptoDailyTLDR
Top Subreddit in G7:
[127] CryptoCurrency
Top Subreddit in G8:
[108] Superstonk
[26] BBBY
[3] loopringorg
Top Subreddit in G9:
[81] HFY
[18] Sexyspacebabes
[11] NatureofPredators
[4] Odd_directions
[3] TheVespersBell
[3] cryosleep
[2] libraryofshadows
Top Subreddit in G10:
[10] zmarter
[7] AirForce
Top Words in Text in Entire Graph:
[4605] udemy
[3944] course
[3663] net
[3526] inventhigh
[2946] free
[2759] idownloadcoupon
[2652] data
[2480] enroll
[2014] more
[1832] go
Top Words in Text in G1:
[480] eagles
[363] game
[214] giants
[184] fm
[144] radio
[128] nbsp
[122] play
[115] week
[113] against
[111] win
Top Words in Text in G2:
[1512] data
[796] market
[711] more
[704] social
[587] marketing
[559] such
[552] analysis
[512] use
[506] network
[500] one
Top Words in Text in G3:
[28] inflation
[27] read
[24] system
[22] think
[21] more
[19] money
[17] time
[17] dollar
[16] people
[16] part
Top Words in Text in G4:
[47] thank
[29] exam
[20] thanks
[19] much
[18] learning
[17] know
[16] security
[16] questions
[16] helpful
[16] sec
Top Words in Text in G5:
[191] ai
[152] social
[129] more
[125] emergent
[116] content
[108] bot
[90] questions
[89] clarifications
[87] prompt
[84] please
Top Words in Text in G6:
[111] reddit
[110] comments
[47] link
[23] coinbase
[16] ##
[14] bitcoin
[14] ethereum
[13] btc
[13] crypto
[13] cryptocurrency
Top Words in Text in G7:
[54] staking
[40] stake
[31] eth
[26] use
[24] crypto
[23] ai
[23] #
[21] data
[21] wallet
[18] help
Top Words in Text in G8:
[92] data
[44] superstonk
[42] #x200b
[41] hedge
[39] reddit
[37] one
[34] funds
[33] use
[32] advan
[32] firms
Top Words in Text in G9:
[131] reddit
[123] gt
[94] comments
[78] hfy
[71] message
[64] telandros
[61] star
[58] human
[58] one
[56] more
Top Words in Text in G10:
[163] cybersecurity
[138] edu
[114] university
[70] science
[60] security
[57] cyber
[53] ms
[53] programs
[47] master
[43] study
Top Word Pairs in Text in Entire Graph:
[3525] inventhigh,net
[3503] net,udemy
[2398] enroll,free
[1495] free,idownloadcoupon
[1386] idownloadcoupon,go
[1165] idownloadcoupon,product
[854] udemy,course
[796] free,udemy
[711] social,media
[617] master,course
Top Word Pairs in Text in G1:
[44] go,birds
[39] philadelphia,eagles
[32] salisbury,ocean
[32] ocean,city
[32] city,md
[31] last,week
[28] play,play
[28] giants,fan
[27] radio,network
[24] streaming,825
Top Word Pairs in Text in G2:
[383] social,media
[227] data,science
[219] gt,lt
[204] iso,tc
[197] digital,marketing
[172] cisco,__nexus
[143] 10,1007
[136] machine,learning
[112] firmware__,dell
[84] td,gt
Top Word Pairs in Text in G3:
[13] superstonk,comments
[13] reddit,superstonk
[8] hyperinflation_is_coming_the_dollar_endgame_part,part
[6] federal,reserve
[5] thousands,percent
[4] interest,rates
[4] thomas,jefferson
[3] hard,work
[3] peruvian,bull
[3] wall,street
Top Word Pairs in Text in G4:
[11] youtube,watch
[10] _,_
[7] thank,much
[5] studying,sec
[5] sec,exam
[4] visual,learner
[4] well,done
[3] full,time
[3] thanks,sharing
[3] know,acronyms
Top Word Pairs in Text in G5:
[66] social,science
[48] please,contact
[46] questions,concerns
[46] message,compose
[45] bot,action
[45] action,performed
[45] subreddit,message
[45] moderators,subreddit
[45] automatically,please
[45] performed,automatically
Top Word Pairs in Text in G6:
[47] comments,reddit
[17] link,reddit
[10] btc,comments
[9] reddit,satoshistreetbets
[9] satoshistreetbets,comments
[9] coinbase,comments
[9] reddit,btc
[9] reddit,coinbase
[8] reddit,cryptomarkets
[8] bankman,fried
Top Word Pairs in Text in G7:
[10] analyze,data
[8] crypto,projects
[8] learning,algorithms
[8] machine,learning
[8] youtube,watch
[7] rocket,pool
[7] offers,range
[7] platform,generate
[7] np,reddit
[7] platform,uses
Top Word Pairs in Text in G8:
[33] hedge,funds
[31] reddit,superstonk
[25] superstonk,comments
[16] phone,data
[14] cell,phone
[13] geolocation,data
[10] spatial,data
[10] data,science
[10] alternative,data
[8] youtube,watch
Top Word Pairs in Text in G9:
[78] reddit,hfy
[74] hfy,comments
[56] gt,gt
[46] star,sirens
[30] reddit,message
[30] message,compose
[20] another,world
[20] fantasy,litrpg
[20] outcast,another
[19] hivemind,part
Top Word Pairs in Text in G10:
[35] master,science
[35] cyber,security
[31] ms,cybersecurity
[23] state,university
[21] edu,academics
[19] computer,science
[17] science,cybersecurity
[16] university,cybersecurity
[14] university,master
[14] undergraduate,certificate