The graph represents a network of 400 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, 18 September 2022 at 12:09 UTC.
The requested start date was Sunday, 18 September 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 107-day, 1-hour, 55-minute period from Thursday, 02 June 2022 at 16:05 UTC to Saturday, 17 September 2022 at 18:00 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 : 400
Unique Edges : 449
Edges With Duplicates : 3329
Total Edges : 3778
Number of Edge Types : 5
Retweet : 459
Tweet : 607
Mentions : 987
MentionsInRetweet : 597
Replies to : 1128
Self-Loops : 647
Reciprocated Vertex Pair Ratio : 0.207681365576102
Reciprocated Edge Ratio : 0.343934040047114
Connected Components : 86
Single-Vertex Connected Components : 63
Maximum Vertices in a Connected Component : 239
Maximum Edges in a Connected Component : 3440
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.480744
Graph Density : 0.00531954887218045
Modularity : 0.132831
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 400 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, 18 September 2022 at 12:09 UTC.
The requested start date was Sunday, 18 September 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 107-day, 1-hour, 55-minute period from Thursday, 02 June 2022 at 16:05 UTC to Saturday, 17 September 2022 at 18:00 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:
[85] 12,pm [56] #bizapaloozachat,11 [53] 11,#contentchat [52] #contentchat,12 [50] content,marketing [50] sferika,a1 [50] social,media [48] #contentchat,community [44] alekirvin,sferika [43] pm,#socialtrust Top Word Pairs in Tweet in G1:
[51] 12,pm [35] #bizapaloozachat,11 [33] 11,#contentchat [32] #contentchat,12 [28] social,media [26] pm,#socialtrust [25] start,week [22] #contentchat,community [22] #socialtrust,12 [21] week,right Top Word Pairs in Tweet in G2:
[17] #content,#contentmarketing [17] unique,ways [17] ways,keyword [17] keyword,research [17] research,step [17] step,step [17] step,#contentmarketing [17] #contentmarketing,#seo [17] #seo,#keywordresearch [16] businesses,afford Top Word Pairs in Tweet in G3:
[34] sferika,a1 [26] alekirvin,sferika [25] sferika,a3 [24] sferika,a2 [22] sweepsify_,sferika [22] sferika,a6 [22] #contentchat,jenna [19] #cmworld,#contentchat [19] social,media [19] justinwise,sferika Top Word Pairs in Tweet in G4:
[21] #contentchat,recap [19] #contentchat,community [7] write,more [7] more,faster [7] faster,#contentmarketing [7] #contentmarketing,tools [7] tools,recommended [7] recommended,#contentchat [7] community,buzzsumo [7] buzzsumo,coschedule Top Word Pairs in Tweet in G5:
[10] alekirvin,sferika [7] sferika,thank [7] nimble,sferika [6] make,sure [6] todcordill,sferika [5] sferika,leevprice [5] marketingares,sferika [4] sferika,great [4] well,#contentchat [4] sferika,dshiao Top Word Pairs in Tweet in G6:
[16] #contentchat,#contentcreator [15] feet,#contentchat [15] #contentchat,#nsfwxrolplay [15] #nsfwxrolplay,#nsfwsound [15] #nsfwsound,#suck [15] #suck,#dicbar [15] #dicbar,#trending [15] #trending,#daddyssluttybrat [15] #daddyssluttybrat,#daddysholes [15] #daddysholes,#bae Top Word Pairs in Tweet in G7:
[5] #contentchat,#contentmarketing [4] #podcasting,#contentmarketing [3] #contentchat,#podcasting [3] make,sure [3] #contentmarketing,#podcasting [3] thought,leaders [3] show,#contentchat [2] vicky,nyc [2] nyc,taxi [2] agree,leevprice Top Word Pairs in Tweet in G8:
[16] please,join [16] 7pm,central [16] central,#learnlap [10] paulsolarz,please [9] #mflchat,#flipclasschat [9] #flipclasschat,#contentchat [8] join,the_gifted_guy [7] tonight,7pm [7] the_gifted_guy,30 [7] 30,minutes Top Word Pairs in Tweet in G9:
[8] unemployed,today [8] today,first [8] first,break [8] break,10 [8] 10,yes [8] yes,leave [8] leave,break [8] break,between [8] between,jobs [8] jobs,left Top Word Pairs in Tweet in G10:
[32] 12,pm [19] #bizapaloozachat,11 [18] 11,#contentchat [18] #contentchat,12 [15] pm,#socialtrust [14] #socialtrust,12 [12] #twitterchats,#bizapaloozachat [11] pm,#berelentless [11] #berelentless,pm [11] pm,time Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
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: