The graph represents a network of 470 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, 03 July 2022 at 12:10 UTC.
The requested start date was Sunday, 03 July 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 122-day, 20-hour, 43-minute period from Tuesday, 01 March 2022 at 00:57 UTC to Friday, 01 July 2022 at 21:40 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 : 470
Unique Edges : 624
Edges With Duplicates : 5704
Total Edges : 6328
Number of Edge Types : 5
Retweet : 860
Tweet : 803
MentionsInRetweet : 1266
Mentions : 1759
Replies to : 1640
Self-Loops : 856
Reciprocated Vertex Pair Ratio : 0.223776223776224
Reciprocated Edge Ratio : 0.365714285714286
Connected Components : 86
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 321
Maximum Edges in a Connected Component : 5972
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.589248
Graph Density : 0.00555731978405843
Modularity : 0.113104
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 470 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, 03 July 2022 at 12:10 UTC.
The requested start date was Sunday, 03 July 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 122-day, 20-hour, 43-minute period from Tuesday, 01 March 2022 at 00:57 UTC to Friday, 01 July 2022 at 21:40 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:
[118] content,marketing [89] social,media [87] 12,pm [84] julie,#contentchat [69] #knowledge,#world [67] #contentchat,#wisewomen [67] #wisewomen,civilizations [67] civilizations,book [67] book,site [67] site,hold Top Word Pairs in Tweet in G1:
[79] julie,#contentchat [51] style,guide [40] alyx,#contentchat [37] #contentchat,recap [36] brand,style [32] content,marketing [31] alekirvin,sferika [30] nimble,sferika [29] nimble,erikaheald [28] sferika,a1 Top Word Pairs in Tweet in G2:
[32] content,marketing [24] #contentchat,community [22] today,#contentchat [19] social,media [19] today's,#contentchat [18] suebzimmerman,sferika [17] #contentchat,recap [16] content,marketers [16] marketing,attribution [15] chat,recap Top Word Pairs in Tweet in G3:
[67] #contentchat,#wisewomen [67] #wisewomen,civilizations [67] civilizations,book [67] book,site [67] site,hold [67] hold,#knowledge [67] #knowledge,#world [67] #world,150 [67] 150,subj [67] subj,ur Top Word Pairs in Tweet in G4:
[52] 12,pm [43] #bizapaloozachat,11 [35] #contentchat,12 [25] 11,#contentchat [23] #seotalk,12pm [23] 12pm,#bizapaloozachat [23] #bizapaloozachat,2pm [22] great,#twitterchats [21] looking,great [21] #twitterchats,monday Top Word Pairs in Tweet in G5:
[28] social,media [17] sferika,#contentchat [16] virtual,hybrid [15] put,customers [15] customers,center [11] save,date [11] joining,sferika [11] put,customer [10] hybrid,event [10] customer,center Top Word Pairs in Tweet in G6:
[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 G7:
[12] please,join [12] 7pm,central [10] central,#learnlap [9] tonight,7pm [5] #cravenedchat,#openupmath [5] #flipclasschat,#contentchat [4] paulsolarz,please [4] #openupmath,#mgbookchat [4] #mgbookchat,#t2tchat [4] #mondaymotiv8rs,#mflinspirators Top Word Pairs in Tweet in G8:
[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 G9:
[4] stobiesgalaxy,erectile [4] erectile,dysfunction [4] dysfunction,wearehims [4] wearehims,catch [4] catch,#humankind [4] #humankind,#allstartrek [4] #allstartrek,#startrektng [4] #startrektng,#cancer [3] korruptlabel,stobiesgalaxy [3] #cancer,#contentcâ Top Word Pairs in Tweet in G10:
[4] come,thru [4] thru,support [3] 2realforttv,trovolive [2] support,2realforttv [2] trovolive,#2realfam [2] #2realfam,#affiliate [2] #affiliate,#apex [2] #apex,#apexlegendsmobile [2] #apexlegendsmobile,#epicpartner [2] #consistency,#contentchat Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: