The graph represents a network of 557 Twitter users whose recent tweets contained "#CMworld2020 OR #CMworld", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 08 October 2020 at 18:24 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 45-minute period from Wednesday, 30 September 2020 at 01:30 UTC to Thursday, 08 October 2020 at 18:15 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 : 557
Unique Edges : 1235
Edges With Duplicates : 1144
Total Edges : 2379
Number of Edge Types : 5
Mentions : 855
MentionsInRetweet : 481
Retweet : 342
Replies to : 409
Tweet : 292
Self-Loops : 296
Reciprocated Vertex Pair Ratio : 0.1336
Reciprocated Edge Ratio : 0.235709244883557
Connected Components : 97
Single-Vertex Connected Components : 87
Maximum Vertices in a Connected Component : 409
Maximum Edges in a Connected Component : 2158
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.681581
Graph Density : 0.00457551373622825
Modularity : 0.353249
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 557 Twitter users whose recent tweets contained "#CMworld2020 OR #CMworld", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 08 October 2020 at 18:24 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 45-minute period from Wednesday, 30 September 2020 at 01:30 UTC to Thursday, 08 October 2020 at 18:15 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 : TwitterSearch
Graph Term : #CMworld2020 OR #CMworld
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:
[205] content,marketing [123] top,b2b [118] 50,top [114] b2b,content [114] influencers,follow [111] follow,2021 [107] marketing,influencers [105] 2021,#cmworld [56] cmicontent,#cmworld [55] save,100 Top Word Pairs in Tweet in G1:
[39] content,marketing [25] cmicontent,#cmworld [21] marketing,world [17] #cmworld,#webinar [14] #cmworld,#contentmarketing [12] join,#cmworld [12] joepulizzi,4markb [11] save,100 [11] today,#cmworld [11] register,today Top Word Pairs in Tweet in G2:
[25] content,marketing [13] clkcontrl,cmicontent [12] marketing,world [11] save,100 [11] #contentmarketing,world [10] next,week [10] world,2020 [10] 2020,bookstore [9] register,today [9] social,media Top Word Pairs in Tweet in G3:
[35] top,b2b [32] save,100 [31] register,today [31] 50,top [29] october,13 [28] experience,best [27] content,marketing [27] influencers,follow [27] 13,16 [27] 16,miss Top Word Pairs in Tweet in G4:
[74] content,marketing [63] 50,top [63] top,b2b [63] influencers,follow [63] follow,2021 [61] b2b,content [61] marketing,influencers [61] 2021,#cmworld [8] #cmworld,#contentmarketing [6] marketing,world Top Word Pairs in Tweet in G5:
[7] lisabeets,cmicontent [7] #twittersmarter,madalynsklar [7] cmicontent,a1 [6] #cmworld,yes [5] cmicontent,#cmworld [5] mrstevendiaz,#emailhour [5] #emailhour,robandkennedy [5] robandkennedy,#bizapaloozachat [5] #bizapaloozachat,bizapalooza [5] bizapalooza,#cmworld Top Word Pairs in Tweet in G6:
[6] cmicontent,#cmworld [4] #cmworld,speakers [3] a4,wrote [3] wrote,piece [3] piece,cmicontent [3] cmicontent,18 [3] 18,ideas [3] ideas,share [3] share,couple [3] couple,next Top Word Pairs in Tweet in G7:
[20] #cmworld,aublogging [10] key,parts [10] parts,accepting [10] accepting,guest [10] guest,articles [10] articles,blog [10] blog,#bloggingtips [10] #bloggingtips,#cmworld [8] keep,readers [8] readers,engaged Top Word Pairs in Tweet in G8:
[15] 50,top [15] top,b2b [15] b2b,content [15] content,marketing [15] marketing,influencers [15] influencers,follow [15] follow,2021 [15] 2021,#cmworld [15] #cmworld,#digitalmarketing [15] #digitalmarketing,#marketing Top Word Pairs in Tweet in G9:
[11] edición,europea [9] 100,digital [8] nuestro,vp [8] será,expertos [8] expertos,comentarán [8] digital,13 [8] 13,16 [8] 16,oct [7] días,ponencias [7] formato,100 Top Word Pairs in Tweet in G10:
[20] #cmworld,#cmworldeur [15] european,edition [8] world,european [6] #cmworld,european [6] european,online [6] online,edition [6] edition,largest [6] largest,#contentmarketing [6] #contentmarketing,event [6] event,planet Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: