The graph represents a network of 471 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, 16 October 2022 at 12:09 UTC.
The requested start date was Sunday, 16 October 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 104-day, 23-hour, 56-minute period from Friday, 01 July 2022 at 16:05 UTC to Friday, 14 October 2022 at 16:01 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 : 471
Unique Edges : 546
Edges With Duplicates : 3890
Total Edges : 4436
Number of Edge Types : 5
Mentions : 1097
Replies to : 1253
MentionsInRetweet : 861
Retweet : 614
Tweet : 611
Self-Loops : 642
Reciprocated Vertex Pair Ratio : 0.190148911798396
Reciprocated Edge Ratio : 0.31953801732435
Connected Components : 81
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 294
Maximum Edges in a Connected Component : 4081
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.457492
Graph Density : 0.00469349957085423
Modularity : 0.142831
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 471 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, 16 October 2022 at 12:09 UTC.
The requested start date was Sunday, 16 October 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 104-day, 23-hour, 56-minute period from Friday, 01 July 2022 at 16:05 UTC to Friday, 14 October 2022 at 16:01 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:
[87] 12,pm [70] sferika,a1 [62] social,media [54] #contentchat,community [54] content,marketing [52] #bizapaloozachat,11 [52] alekirvin,sferika [51] sferika,a6 [51] 11,#contentchat [51] #contentchat,12 Top Word Pairs in Tweet in G1:
[30] social,media [26] #contentchat,community [23] content,marketers [22] sferika,a4 [21] sferika,a6 [19] isocialfanz,sferika [18] liamcarnahan,sferika [18] sferika,a1 [17] make,sure [17] content,marketing Top Word Pairs in Tweet in G2:
[42] sferika,a1 [38] sweepsify_,sferika [31] sferika,a3 [29] alekirvin,sferika [28] sferika,a2 [26] social,media [25] sferika,a6 [23] sferika,a4 [20] todcordill,sferika [20] justinwise,sferika Top Word Pairs in Tweet in G3:
[18] #content,#contentmarketing [16] unique,ways [16] keyword,research [16] ways,keyword [16] research,step [16] step,#contentmarketing [16] step,step [16] #contentmarketing,#seo [16] #seo,#keywordresearch [15] businesses,afford Top Word Pairs in Tweet in G4:
[22] #contentchat,jenna [17] #contentchat,community [14] #contentchat,recap [11] sferika,a5 [8] latelyai,jenna [8] content,ideas [8] friends,#contentchat [8] sessions,friends [8] ideas,need [8] help,write Top Word Pairs in Tweet in G5:
[17] #contentchat,#contentcreator [15] #nsfwsound,#suck [15] #dicbar,#trending [15] #contentchat,#nsfwxrolplay [15] feet,#contentchat [15] #trending,#daddyssluttybrat [15] #daddysholes,#bae [15] #daddyssluttybrat,#daddysholes [15] #suck,#dicbar [15] #nsfwxrolplay,#nsfwsound Top Word Pairs in Tweet in G6:
[9] alekirvin,sferika [7] todcordill,sferika [6] nimble,sferika [6] sferika,thank [5] sferika,leevprice [5] time,#contentchat [5] make,sure [5] marketingares,sferika [4] sferika,dshiao [4] sweepsify_,sferika Top Word Pairs in Tweet in G7:
[83] 12,pm [49] #bizapaloozachat,11 [48] 11,#contentchat [48] #contentchat,12 [42] pm,#socialtrust [37] #socialtrust,12 [32] start,week [31] pm,#berelentless [29] #twitterchats,#bizapaloozachat [27] pm,time Top Word Pairs in Tweet in G8:
[13] shows,listen [13] listen,possibly [13] calling,#podcasters [13] hunt,shows [13] possibly,feature [13] #scotland,hunt [13] feature,country's [13] #podcasters,#scotland [12] onetakewoop,calling [10] country's,biggâ Top Word Pairs in Tweet in G9:
[12] central,#learnlap [12] 7pm,central [12] please,join [9] paulsolarz,please [8] #mflchat,#flipclasschat [8] #flipclasschat,#contentchat [7] #contentchat,#massp [7] minutes,7pm [7] the_gifted_guy,30 [7] 30,minutes Top Word Pairs in Tweet in G10:
[5] #contentchat,#contentmarketing [4] #podcasting,#contentmarketing [3] make,sure [3] #contentchat,#podcasting [3] #contentmarketing,#podcasting [2] attend,#contentchat [2] vicky,nyc [2] movement,2021 [2] more,podcasting [2] podcast,content 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 G6:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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: