The graph represents a network of 531 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, 29 May 2022 at 12:09 UTC.
The requested start date was Sunday, 29 May 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 116-day, 5-hour, 30-minute period from Tuesday, 01 February 2022 at 07:12 UTC to Saturday, 28 May 2022 at 12:43 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 : 531
Unique Edges : 684
Edges With Duplicates : 5921
Total Edges : 6605
Number of Edge Types : 5
Retweet : 953
Tweet : 889
MentionsInRetweet : 1380
Mentions : 1716
Replies to : 1667
Self-Loops : 932
Reciprocated Vertex Pair Ratio : 0.221601489757914
Reciprocated Edge Ratio : 0.36280487804878
Connected Components : 106
Single-Vertex Connected Components : 63
Maximum Vertices in a Connected Component : 344
Maximum Edges in a Connected Component : 6191
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.580882
Graph Density : 0.0046619052695164
Modularity : 0.116816
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 531 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, 29 May 2022 at 12:09 UTC.
The requested start date was Sunday, 29 May 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 116-day, 5-hour, 30-minute period from Tuesday, 01 February 2022 at 07:12 UTC to Saturday, 28 May 2022 at 12:43 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:
[128] content,marketing [115] julie,#contentchat [105] social,media [80] #knowledge,#world [78] #contentchat,#wisewomen [78] #wisewomen,civilizations [78] civilizations,book [78] book,site [78] site,hold [78] hold,#knowledge Top Word Pairs in Tweet in G1:
[37] content,marketing [32] social,media [24] #contentchat,community [24] nimble,sferika [23] today,#contentchat [23] content,marketers [20] sferika,a3 [20] marketing,attribution [19] next,monday [18] #contentchat,recap Top Word Pairs in Tweet in G2:
[110] julie,#contentchat [50] style,guide [47] alyx,#contentchat [41] content,marketing [39] 12,pm [38] #bizapaloozachat,11 [35] brand,style [34] sferika,a1 [32] nimble,sferika [31] #bizapaloozachat,11am Top Word Pairs in Tweet in G3:
[37] social,media [28] 12,pm [21] sferika,#contentchat [19] #bizapaloozachat,11 [19] #contentchat,12 [17] content,marketing [16] content,strategy [16] virtual,hybrid [15] sferika,a1 [15] put,customers Top Word Pairs in Tweet in G4:
[78] #contentchat,#wisewomen [78] #wisewomen,civilizations [78] civilizations,book [78] book,site [78] site,hold [78] hold,#knowledge [78] #knowledge,#world [78] #world,150 [78] 150,subj [78] subj,ur Top Word Pairs in Tweet in G5:
[8] video,messages [8] monday,#twitterchat [8] #twitterchat,list [8] list,#1 [8] #1pmchat,8am [8] #sayftychat,11am [8] #seotalk,12pm [8] #bizapaloozachat,2pm [5] video,content [5] typed,text Top Word Pairs in Tweet in G6:
[7] kamichat,sferika [6] content,anchors [6] sferika,current [6] current,favorite [6] favorite,tools [6] tools,answerthepublic [6] answerthepublic,finding [6] finding,questions [6] questions,keywords [6] keywords,everywhere Top Word Pairs in Tweet in G7:
[8] influencer,marketing [4] create,content [4] a1,influencers [4] sferika,alekirvin [4] alekirvin,shruti12d [3] sferika,next [3] next,monday [3] monday,#contentchat [3] influencers,#contentmarketing [3] social,media Top Word Pairs in Tweet in G8:
[9] please,join [9] 7pm,central [8] tonight,7pm [7] central,#learnlap [5] #flipclasschat,#contentchat [5] #cravenedchat,#openupmath [4] #mondaymotiv8rs,#mflinspirators [4] #mflinspirators,#mflchat [4] #mflchat,#flipclasschat [4] #openupmath,#mgbookchat 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:
[7] hot,little [7] little,bad [7] bad,bitches [7] bitches,#sellingcontent [7] #sellingcontent,#buyingcontent [7] #buyingcontent,#contentchat [7] #contentchat,#stripchat [7] #stripchat,#xvideos [6] valselling,hot [6] #xvideos,#beautiful Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G9:
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: