The graph represents a network of 1,196 Twitter users whose tweets in the requested range contained "#CMWorld", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 11 December 2019 at 05:38 UTC.
The requested start date was Wednesday, 11 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 42-day, 8-hour, 31-minute period from Tuesday, 29 October 2019 at 16:23 UTC to Wednesday, 11 December 2019 at 00:55 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 : 1196
Unique Edges : 2298
Edges With Duplicates : 5490
Total Edges : 7788
Number of Edge Types : 3
Mentions : 4451
Replies to : 2081
Tweet : 1256
Self-Loops : 1256
Reciprocated Vertex Pair Ratio : 0.152901785714286
Reciprocated Edge Ratio : 0.265246853823814
Connected Components : 69
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 1084
Maximum Edges in a Connected Component : 7499
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.952308
Graph Density : 0.00216831558472453
Modularity : 0.227899
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,196 Twitter users whose tweets in the requested range contained "#CMWorld", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 11 December 2019 at 05:38 UTC.
The requested start date was Wednesday, 11 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 42-day, 8-hour, 31-minute period from Tuesday, 29 October 2019 at 16:23 UTC to Wednesday, 11 December 2019 at 00:55 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 : #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:
[224] content,marketing [217] #smm,#marketing [215] #seo,#smm [215] #marketing,#blog [215] #blog,#blogger [215] #blogger,#contentmarketing [201] #contentmarketing,#crowdfunding [167] #crowdfunding,#win [161] cmicontent,#cmworld [131] sent,dm Top Word Pairs in Tweet in G1:
[73] cmicontent,#cmworld [69] content,marketing [49] isocialfanz,cmicontent [28] #cmworld,chat [27] future,#marketing [27] #marketing,relatability [27] relatability,isocialfanz [18] remote,work [17] relatability,#marketing [17] #marketing,requires Top Word Pairs in Tweet in G2:
[67] content,marketing [53] #cmworld,chat [42] cmicontent,#cmworld [41] cmicontent,a1 [40] cmicontent,a2 [38] cmicontent,a3 [36] cmicontent,a4 [32] cmicontent,a5 [31] content,#cmworld [31] twitter,chat Top Word Pairs in Tweet in G3:
[38] joepulizzi,cmicontent [32] cmicontent,#cmworld [19] top,reason [19] reason,#contentmarketing [19] #contentmarketing,dies [19] dies,budget [19] budget,controllers [19] controllers,decision [19] decision,makers [19] makers,don Top Word Pairs in Tweet in G4:
[50] #rt,cmicontent [18] cmicontent,a6 [17] cmicontent,a3 [16] cmicontent,a5 [15] cmicontent,a1 [15] cmicontent,a2 [14] cmicontent,a4 [14] cmicontent,a7 [14] content,marketing [11] content,pruning Top Word Pairs in Tweet in G5:
[11] #contentmarketing,#cmworld [9] joderama,#cmworld [8] #digitalmarketing,#cmworld [8] click,optimize [7] #cmworld,#digitalmarketing [7] #contentmarketing,#digitalmarketing [7] #cmworld,twitter [7] twitter,chat [6] branded,content [6] content,marketing Top Word Pairs in Tweet in G6:
[19] content,marketing [9] #contentmarketing,#cmworld [5] #cmworld,2020 [4] marketing,world [4] world,#cmworld [4] 2020,call [4] call,speakers [4] speakers,#contentmarketing [4] #marketingtips,#cmworld [4] daily,conversation Top Word Pairs in Tweet in G7:
[11] content,marketing [7] everyone,great [6] happy,tuesday [6] cmicontent,a3 [6] great,rest [6] cmicontent,a2 [6] #cmworld,past [6] listen,engage [6] learn,grow [6] learn,more Top Word Pairs in Tweet in G8:
[12] twitter,chats [11] #contentclubuk,11am [11] 11am,gmt [9] chats,november [8] #cmworld,12 [7] serpstat,join [6] join,twitter [5] join,today's [5] today's,twitter [4] 12,pm Top Word Pairs in Tweet in G9:
[17] #news,#mscnoticias [17] #mscnoticias,#cmworld [10] #cmworld,#06dic [7] #negocios,#news [6] #cmworld,#04dic [4] venezuela,#alimentos [4] johnnie,walker [3] pepsi,cinex [3] cinex,acompañan [3] acompañan,caramelos Top Word Pairs in Tweet in G10:
[4] remote,work [3] cmicontent,#cmworld [3] remote,working [2] branded,content [2] coffee,shops [2] first,thing [2] #cmworld,chat [2] haha,#cmworld [2] wear,noise [2] noise,canceling Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
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 G9:
Top Tweeters in G10: