The graph represents a network of 405 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, 08 November 2020 at 11:16 UTC.
The requested start date was Sunday, 08 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 95-day, 13-hour, 39-minute period from Saturday, 01 August 2020 at 21:00 UTC to Thursday, 05 November 2020 at 10:40 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 : 405
Unique Edges : 590
Edges With Duplicates : 4781
Total Edges : 5371
Number of Edge Types : 5
Tweet : 932
Mentions : 1612
Replies to : 1865
MentionsInRetweet : 591
Retweet : 371
Self-Loops : 935
Reciprocated Vertex Pair Ratio : 0.265116279069767
Reciprocated Edge Ratio : 0.419117647058824
Connected Components : 78
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 260
Maximum Edges in a Connected Component : 5049
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.658969
Graph Density : 0.00664955384427332
Modularity : 0.108762
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 405 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, 08 November 2020 at 11:16 UTC.
The requested start date was Sunday, 08 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 95-day, 13-hour, 39-minute period from Saturday, 01 August 2020 at 21:00 UTC to Thursday, 05 November 2020 at 10:40 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:
[84] #contentchat,#wisewomen [84] #wisewomen,civilizations [84] civilizations,book [84] book,site [84] site,hold [84] hold,#knowledge [84] #knowledge,#world [84] #world,150 [84] 150,subj [84] subj,ur Top Word Pairs in Tweet in G1:
[46] johncloonan,sferika [39] 520eastbrands,sferika [36] sferika,a2 [35] sferika,a1 [33] alyx,#contentchat [32] sferika,hi [31] sferika,a3 [31] shruti12d,sferika [29] dberkowitz,sferika [25] sferika,a4 Top Word Pairs in Tweet in G2:
[24] case,study [22] social,media [16] short,form [16] form,content [15] #contentchat,recap [15] case,studies [15] sferika,a2 [14] content,marketing [13] welcome,#contentchat [12] content,#contentchat Top Word Pairs in Tweet in G3:
[84] #contentchat,#wisewomen [84] #wisewomen,civilizations [84] civilizations,book [84] book,site [84] site,hold [84] hold,#knowledge [84] #knowledge,#world [84] #world,150 [84] 150,subj [84] subj,ur Top Word Pairs in Tweet in G4:
[13] twitter,chats [9] #contentchat,3pm [8] #contentchat,#cmworld [8] 12,pm [7] serpstat,twitter [6] 3pm,sferika [5] #cmworld,#contentchat [5] audiences,map [5] map,#cmworld [5] #cmworld,#cmworld2020 Top Word Pairs in Tweet in G5:
[24] shruti12d,sferika [20] berrakbiz,sferika [20] martinlieberman,sferika [18] sferika,a1 [15] b2the7,sferika [15] sferika,a2 [15] johncloonan,sferika [15] dianarich013,sferika [14] twitter,chats [14] sferika,a3 Top Word Pairs in Tweet in G6:
[11] jasonschemmel,sferika [6] social,media [6] colfaxinsurance,sferika [6] sferika,a2 [6] sferika,jasonschemmel [5] week,#contentchat [5] sferika,a1 [5] writergirlmel,sferika [5] sferika,a5 [5] audience,#contentchat Top Word Pairs in Tweet in G8:
[7] re,hiring [7] hiring,take [7] take,note [7] note,#contentmarketing [7] #contentmarketing,peeps [7] peeps,bestjobsinvan [7] bestjobsinvan,#contentchat [7] #contentchat,#cmworld [7] #cmworld,#vcbuzz [7] #vcbuzz,#blackcontentmarketing Top Word Pairs in Tweet in G9:
[7] businesses,always [7] always,need [7] need,leads [7] leads,generate [7] generate,revenue [7] revenue,keep [7] keep,business [7] business,going [7] going,content [7] content,marketing Top Word Pairs in Tweet in G10:
[9] #contentchat,community [6] #contentchat,recap [3] struggling,#socialmedia [3] #socialmedia,content [3] content,curation [3] curation,promotion [3] promotion,check [3] check,tips [3] tips,biggreenpen [3] biggreenpen,#contentchat Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: