The graph represents a network of 344 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, 14 August 2022 at 12:09 UTC.
The requested start date was Sunday, 14 August 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 103-day, 20-hour, 55-minute period from Sunday, 01 May 2022 at 16:32 UTC to Saturday, 13 August 2022 at 13:28 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 : 344
Unique Edges : 467
Edges With Duplicates : 3489
Total Edges : 3956
Number of Edge Types : 5
Retweet : 468
MentionsInRetweet : 664
Tweet : 580
Mentions : 1120
Replies to : 1124
Self-Loops : 620
Reciprocated Vertex Pair Ratio : 0.200276243093923
Reciprocated Edge Ratio : 0.333716915995397
Connected Components : 54
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 248
Maximum Edges in a Connected Component : 3730
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.438314
Graph Density : 0.0073649060953285
Modularity : 0.118156
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 344 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, 14 August 2022 at 12:09 UTC.
The requested start date was Sunday, 14 August 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 103-day, 20-hour, 55-minute period from Sunday, 01 May 2022 at 16:32 UTC to Saturday, 13 August 2022 at 13:28 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:
[79] 12,pm [72] content,marketing [52] nimble,sferika [52] #bizapaloozachat,11 [51] alekirvin,sferika [50] sferika,a1 [46] 11,#contentchat [45] #contentchat,12 [42] #contentchat,community [41] social,media Top Word Pairs in Tweet in G1:
[26] content,marketing [18] #contentchat,community [17] today's,#contentchat [16] sales,enablement [14] content,anchors [14] today,#contentchat [14] content,marketers [14] social,media [13] michellengome,sferika [12] make,sure Top Word Pairs in Tweet in G2:
[20] alekirvin,sferika [16] sferika,a6 [15] nimble,sferika [13] todcordill,sferika [12] sferika,a2 [12] sferika,yes [11] sferika,a4 [11] sferika,a1 [10] sferika,a3 [10] sferika,thank Top Word Pairs in Tweet in G3:
[30] 12,pm [24] #contentchat,recap [23] sweepsify_,sferika [22] sferika,a1 [22] #contentchat,jenna [21] julie,#contentchat [17] nimble,sferika [16] #contentchat,community [16] sferika,a3 [16] great,see Top Word Pairs in Tweet in G4:
[23] #contentchat,#wisewomen [23] #wisewomen,civilizations [23] civilizations,book [23] book,site [23] site,hold [23] hold,#knowledge [23] #knowledge,#world [23] #world,150 [23] 150,subj [23] subj,ur Top Word Pairs in Tweet in G5:
[15] content,anchors [14] kamichat,sferika [13] nimble,sferika [9] content,anchor [8] content,ideas [8] sferika,a1 [8] favorite,tools [7] sferika,a5 [7] a5,favorite [7] favorite,tool Top Word Pairs in Tweet in G6:
[5] #contentchat,#contentmarketing [4] #podcasting,#contentmarketing [3] thought,leaders [3] show,#contentchat [3] make,sure [3] #contentchat,#podcasting [3] #contentmarketing,#podcasting [2] build,platform [2] being,guest [2] start,conversation Top Word Pairs in Tweet in G7:
[15] please,join [15] 7pm,central [15] central,#learnlap [10] #mflchat,#flipclasschat [10] #flipclasschat,#contentchat [9] paulsolarz,please [8] join,the_gifted_guy [7] the_gifted_guy,30 [7] 30,minutes [7] minutes,7pm Top Word Pairs in Tweet in G8:
[49] 12,pm [36] #bizapaloozachat,11 [30] 11,#contentchat [29] #contentchat,12 [24] pm,#socialtrust [22] #socialtrust,12 [20] #bizapaloozachat,11am [18] looking,great [18] great,#twitterchats [18] #twitterchats,monday Top Word Pairs in Tweet in G9:
[4] #contentchat,#contentcreator [3] feet,#contentchat [3] #contentchat,#nsfwxrolplay [3] #nsfwxrolplay,#nsfwsound [3] #nsfwsound,#suck [3] #suck,#dicbar [3] #dicbar,#trending [3] #trending,#daddyssluttybrat [3] #daddyssluttybrat,#daddysholes [3] #daddysholes,#bae Top Word Pairs in Tweet in G10:
[3] #qtum,#crypto [3] #crypto,#contentchat [3] #contentchat,frankrbruno [3] frankrbruno,hasanqiswap [3] hasanqiswap,leandrogmachado [3] leandrogmachado,mikeemars Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: