The graph represents a network of 1,022 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, 25 March 2020 at 03:51 UTC.
The requested start date was Wednesday, 25 March 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 28-day, 6-hour, 23-minute period from Tuesday, 25 February 2020 at 17:21 UTC to Tuesday, 24 March 2020 at 23:45 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 : 1022
Unique Edges : 2041
Edges With Duplicates : 5896
Total Edges : 7937
Number of Edge Types : 4
Mentions : 2931
MentionsInRetweet : 1361
Replies to : 2497
Tweet : 1148
Self-Loops : 1148
Reciprocated Vertex Pair Ratio : 0.201891447368421
Reciprocated Edge Ratio : 0.335956209373931
Connected Components : 56
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 946
Maximum Edges in a Connected Component : 7812
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.047887
Graph Density : 0.00280125198617678
Modularity : 0.202603
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 1,022 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, 25 March 2020 at 03:51 UTC.
The requested start date was Wednesday, 25 March 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 28-day, 6-hour, 23-minute period from Tuesday, 25 February 2020 at 17:21 UTC to Tuesday, 24 March 2020 at 23:45 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:
[156] cmicontent,#cmworld [102] #cmworld,chat [102] cmicontent,a1 [101] content,marketing [89] cmicontent,a2 [87] cmcphillips,cmicontent [83] cmicontent,a4 [83] cmicontent,a3 [81] #cmworld,twitter [74] #news,#mscnoticias Top Word Pairs in Tweet in G1:
[41] #cmworld,twitter [35] cmicontent,#cmworld [33] #cmworld,chat [28] #cmworld,#freelancechat [27] twitter,chat [21] covid,19 [18] cmicontent,q3 [17] content,marketing [16] fact,checking [15] twitter,chats Top Word Pairs in Tweet in G2:
[64] cmcphillips,cmicontent [62] cmicontent,a1 [59] cmicontent,#cmworld [56] cmicontent,a2 [53] cmicontent,a4 [52] #cmworld,chat [49] cmicontent,a3 [46] #freelancechat,#cmworld [42] cmicontent,a6 [40] cmicontent,a5 Top Word Pairs in Tweet in G3:
[56] cmicontent,#cmworld [36] content,marketing [26] care,#contentmarketing [26] #contentmarketing,important [26] important,article [26] article,read [26] read,month [26] month,ad [26] ad,age [26] age,content Top Word Pairs in Tweet in G4:
[74] #news,#mscnoticias [72] #mscnoticias,#cmworld [40] #covid,19 [31] covid,19 [18] debido,#coronavirus [18] mscnoticias,#sabiasque [17] #mscnoticiaslatam,#cmworld [16] #news,#mscnoticiaslatam [15] debido,coronavirus [14] #cmworld,#29feb Top Word Pairs in Tweet in G5:
[8] #freelancechat,#cmworld [7] content,marketing [7] happy,#firstdayofspring [7] #firstdayofspring,celebrate [7] celebrate,10 [7] 10,#contentmarketing [7] #contentmarketing,tips [7] tips,clean [7] clean,content [7] content,improve Top Word Pairs in Tweet in G6:
[8] b2the7,greenrope [6] smexaminer,jencoleict [6] jencoleict,danielmaithyake [6] danielmaithyake,dewieirig [6] dewieirig,b2the7 [5] cmicontent,hrblock [5] jeremybednarski,cmicontent [5] #contentchat,nodexl [5] nodexl,sferika [5] sferika,dikayodata Top Word Pairs in Tweet in G7:
[18] content,marketing [12] #cmworld,twitter [12] twitter,chat [12] marketing,world [10] great,share [10] share,joepulizzi [10] world,common [10] common,link [10] link,building [10] building,mistakes Top Word Pairs in Tweet in G8:
[4] #b2b,#marketing [3] looking,#b2b [3] #marketing,conference [3] conference,attend [3] attend,year [3] decide,#maicon20 [3] #maicon20,#dxs20 [3] #dxs20,#smx [3] #smx,#inbound2020 [3] #inbound2020,#b2bmx Top Word Pairs in Tweet in G9:
[26] #seo,#smm [26] #smm,#marketing [26] #marketing,#blog [26] #blog,#blogger [26] #blogger,#contentmarketing [15] #contentmarketing,#crowdfunding [10] #crowdfunding,#win [7] #win,#contest [4] #contest,#giveaway [3] mohdkhan_0786,rebekahradice Top Word Pairs in Tweet in G10:
[2] cmicontent,a2 [2] make,brand [2] cmicontent,a3 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 Replied-To in G8:
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: