The graph represents a network of 687 Twitter users whose recent tweets contained "#cmm21", 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 Monday, 19 April 2021 at 08:26 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 32-minute period from Sunday, 11 April 2021 at 05:30 UTC to Monday, 19 April 2021 at 08:02 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 : 687
Unique Edges : 2478
Edges With Duplicates : 25366
Total Edges : 27844
Number of Edge Types : 5
Mentions : 5698
MentionsInRetweet : 14094
Replies to : 1788
Retweet : 5804
Tweet : 460
Self-Loops : 811
Reciprocated Vertex Pair Ratio : 0.0995872033023736
Reciprocated Edge Ratio : 0.181135617081183
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 684
Maximum Edges in a Connected Component : 27841
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.28414
Graph Density : 0.00904341774139475
Modularity : 0.067215
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 687 Twitter users whose recent tweets contained "#cmm21", 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 Monday, 19 April 2021 at 08:26 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 32-minute period from Sunday, 11 April 2021 at 05:30 UTC to Monday, 19 April 2021 at 08:02 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 : #cmm21
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:
[961] #marketingdecontenidos,#marketingdigital [848] #cmm21,cmmeeting [711] 15,16 [687] #cmm21,#marketingdecontenidos [658] 16,abril [625] #marketingdigital,#marketingdecontenidos [526] #marketingdigital,#socialmedia [506] cmmeeting,raquelober [476] #socialmedia,#contentmarketingmeeting [416] cmmeeting,#marketingdecontenidos Top Word Pairs in Tweet in G1:
[501] #marketingdecontenidos,#marketingdigital [429] #cmm21,cmmeeting [346] #marketingdigital,#marketingdecontenidos [339] #cmm21,#marketingdecontenidos [339] 15,16 [325] 16,abril [307] cmmeeting,raquelober [275] #marketingdigital,#socialmedia [257] #socialmedia,#contentmarketingmeeting [246] cmmeeting,#marketingdecontenidos Top Word Pairs in Tweet in G2:
[267] 15,16 [244] #marketingdecontenidos,#marketingdigital [233] 16,abril [139] #cmm21,cmmeeting [139] #marketingdigital,#socialmedia [133] #cmm21,#marketingdecontenidos [129] cmmeeting,raquelober [124] #socialmedia,#marketing [120] #marketingdigital,#marketingdecontenidos [116] #cmm21,15 Top Word Pairs in Tweet in G3:
[87] #marketingdigital,#marketingdecontenidos [74] #marketingdecontenidos,#contentmarketingmeeting [72] #cmm21,#marketingdigital [37] año,#cmm21 [35] evento,online [34] online,año [26] #cmm21,cmmeeting [19] #cmm21,#cmm21 [18] #marketingdecontenidos,#marketingdigital [17] cmmeeting,anabelanogs Top Word Pairs in Tweet in G4:
[188] #cmm21,cmmeeting [163] #cmm21,#marketingdecontenidos [139] #marketingdecontenidos,#marketingdigital [121] cmmeeting,#cmm21 [80] #marketingdigital,#socialmedia [79] #marketingdigital,cmmeeting [77] #socialmedia,#contentmarketingmeeting [71] cmmeeting,#marketingdecontenidos [69] #socialmedia,#marketingdigital [64] #marketingdecontenidos,#socialmedia Top Word Pairs in Tweet in G5:
[51] #marketingdecontenidos,#marketingdigital [48] gran,evento [43] #cmm21,cmmeeting [42] #cmm21,#marketingdecontenidos [41] evento,#marketingdecontenidos [37] #cmm21,gran [35] 15,16 [35] top,hashtags [33] 16,abril [32] #marketingdecontenidos,#seohashtag Top Word Pairs in Tweet in G6:
[22] #cmm21,cmmeeting [20] 15,16 [18] 16,abril [18] tus,clientes [17] cómo,saber [17] saber,cuál [17] cuál,intención [17] intención,tus [17] clientes,googlean [12] #marketingdigital,#marketingdecontenidos Top Word Pairs in Tweet in G7:
[12] decimos,niños [12] niños,futuro [12] futuro,paises [12] paises,tomaron [12] tomaron,trabajo [12] trabajo,medios [12] medios,explicarles [12] explicarles,niños [12] niños,estaba [12] estaba,pasando Top Word Pairs in Tweet in G8:
[2] #cmm21,edition [2] edition,available [2] available,download 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 G4:
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 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: