The graph represents a network of 546 Twitter users whose tweets in the requested range contained "#ContentChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 April 2022 at 11:49 UTC.
The requested start date was Sunday, 17 April 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 103-day, 13-hour, 37-minute period from Sunday, 02 January 2022 at 03:28 UTC to Friday, 15 April 2022 at 17:05 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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.
Author Description
Vertices : 546
Unique Edges : 583
Edges With Duplicates : 4991
Total Edges : 5574
Number of Edge Types : 5
Retweet : 836
Tweet : 885
Mentions : 1340
Replies to : 1398
MentionsInRetweet : 1115
Self-Loops : 925
Reciprocated Vertex Pair Ratio : 0.208791208791209
Reciprocated Edge Ratio : 0.345454545454545
Connected Components : 118
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 337
Maximum Edges in a Connected Component : 5133
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.787246
Graph Density : 0.00369660920119636
Modularity : 0.128471
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 546 Twitter users whose tweets in the requested range contained "#ContentChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 April 2022 at 11:49 UTC.
The requested start date was Sunday, 17 April 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 103-day, 13-hour, 37-minute period from Sunday, 02 January 2022 at 03:28 UTC to Friday, 15 April 2022 at 17:05 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #ContentChat
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[98] social,media [96] content,marketing [91] #knowledge,#world [89] #contentchat,#wisewomen [89] #wisewomen,civilizations [89] civilizations,book [89] book,site [89] site,hold [89] hold,#knowledge [89] #world,150 Top Word Pairs in Tweet in G1:
[33] social,media [29] #contentchat,community [27] content,marketers [22] content,marketing [20] google,analytics [19] sferika,a4 [18] shruti12d,sferika [17] nimble,sferika [16] marketing,attribution [16] sferika,a2 Top Word Pairs in Tweet in G2:
[76] julie,#contentchat [56] social,media [47] alyx,#contentchat [40] #bizapaloozachat,11 [39] sferika,a1 [38] sferika,a3 [35] content,marketing [34] sferika,a2 [31] twitter,chats [30] 12,pm Top Word Pairs in Tweet in G3:
[89] #contentchat,#wisewomen [89] #wisewomen,civilizations [89] civilizations,book [89] book,site [89] site,hold [89] hold,#knowledge [89] #knowledge,#world [89] #world,150 [89] 150,subj [89] subj,ur Top Word Pairs in Tweet in G4:
[20] monday,#twitterchat [20] #twitterchat,list [20] list,#1 [20] #1pmchat,8am [20] #sayftychat,11am [20] #seotalk,12pm [20] #bizapaloozachat,2pm [14] pokeyluwho,monday [14] #1,#1pmchat [14] 8am,#sayftychat Top Word Pairs in Tweet in G5:
[21] #bizapaloozachat,11 [21] 12,pm [20] pm,pst [18] #contentchat,12 [17] twitter,chats [17] mental,health [14] 11,pst [14] business,#contentchat [13] pst,business [12] content,marketing Top Word Pairs in Tweet in G6:
[2] content,marketing [2] sferika,shruti12d [2] shruti12d,anamarketers [2] anamarketers,cmicontent [2] cmicontent,thank [2] thank,happy [2] happy,year [2] year,#contentchat [2] #contentchat,friends [2] good,presenters Top Word Pairs in Tweet in G7:
[8] influencer,marketing [5] create,content [4] social,media [4] influencers,#contentmarketing [4] a1,influencers [4] sferika,alekirvin [4] alekirvin,shruti12d [3] sferika,themiceblog [3] influencers,content [3] alekirvin,sferika Top Word Pairs in Tweet in G8:
[8] sferika,monioloyede [5] katwife,sferika [5] mg_content,sferika [4] marketing,attribution [4] attribution,model [4] todcordill,sferika [3] monioloyede,sferika [3] monioloyede,katwife [3] digital,marketing [3] sferika,a3 Top Word Pairs in Tweet in G9:
[4] rapid,kills [4] kills,gs_minty [4] gs_minty,#gamers [4] #gamers,#gamingclips [4] #gamingclips,#content [4] #content,#contentchat [4] #contentchat,#callofduty [4] #callofduty,#viralvideo [4] #viralvideo,#cod [4] #cod,#vanguard Top Word Pairs in Tweet in G10:
[6] #marketing,re [6] re,building [6] building,#socialmedia [6] #socialmedia,tool [6] tool,#marketers [6] #marketers,help [6] help,taking [6] taking,quick [6] quick,survey [5] top,tier Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: