The graph represents a network of 1,579 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, 30 September 2020 at 18:23 UTC.
The requested start date was Wednesday, 30 September 2020 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 77-day, 7-hour, 53-minute period from Tuesday, 14 July 2020 at 16:04 UTC to Tuesday, 29 September 2020 at 23:58 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 : 1579
Unique Edges : 2454
Edges With Duplicates : 11337
Total Edges : 13791
Number of Edge Types : 5
Replies to : 3287
Retweet : 1961
MentionsInRetweet : 3080
Mentions : 4025
Tweet : 1438
Self-Loops : 1468
Reciprocated Vertex Pair Ratio : 0.159905783826224
Reciprocated Edge Ratio : 0.27572202166065
Connected Components : 86
Single-Vertex Connected Components : 63
Maximum Vertices in a Connected Component : 1453
Maximum Edges in a Connected Component : 13605
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.822488
Graph Density : 0.00177873242839518
Modularity : 0.190717
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,579 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, 30 September 2020 at 18:23 UTC.
The requested start date was Wednesday, 30 September 2020 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 77-day, 7-hour, 53-minute period from Tuesday, 14 July 2020 at 16:04 UTC to Tuesday, 29 September 2020 at 23:58 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:
[403] content,marketing [331] cmicontent,#cmworld [157] cmicontent,a3 [154] cmicontent,a2 [145] #cmworld,chat [143] twitter,chat [137] cmicontent,a1 [132] marketing,world [122] cmicontent,a7 [120] social,media Top Word Pairs in Tweet in G1:
[107] content,marketing [67] cmicontent,#cmworld [48] #cmworld,chat [47] #cmworld,#webinar [38] #cmworld,twitter [36] marketing,world [35] twitter,chat [30] next,week [27] cmicontent,a2 [26] cmicontent,a3 Top Word Pairs in Tweet in G2:
[123] cmicontent,a3 [116] cmicontent,a2 [108] content,marketing [105] cmicontent,a1 [100] cmicontent,#cmworld [92] cmicontent,a5 [90] cmicontent,a6 [86] cmicontent,a7 [82] cmicontent,a4 [72] #cmworld,chat Top Word Pairs in Tweet in G3:
[59] love,quote [59] quote,going [59] going,create [59] create,content [59] content,consistently [59] consistently,going [59] going,consistently [58] joepulizzi,love [55] cmicontent,#cmworld [26] content,marketing Top Word Pairs in Tweet in G4:
[77] cmicontent,#cmworld [72] content,marketing [32] tamadear,webby2001 [22] marketing,world [15] dougkessler,cmicontent [14] cmicontent,tamadear [13] buzzwords,weeds [13] weeds,re [13] re,flowers [13] flowers,wrong Top Word Pairs in Tweet in G5:
[44] social,media [38] cmicontent,govengreso [26] excited,#cmworld [24] content,marketing [24] 13,16 [23] getting,excited [23] october,13 [23] 16,miss [22] jonathan,crossfield [22] crossfield,kimota Top Word Pairs in Tweet in G6:
[22] content,marketing [11] marketing,world [8] daily,conversation [8] conversation,report [8] report,ready [8] ready,#cmworld [7] #cmworld,twitter [7] twitter,chat [6] #cmworld,jul [5] #cmworld,2019 Top Word Pairs in Tweet in G7:
[76] #seo,#smm [76] #smm,#marketing [76] #marketing,#blog [76] #blog,#blogger [76] #blogger,#contentmarketing [56] #contentmarketing,#crowdfunding [51] #crowdfunding,#win [46] #win,#contest [43] #contest,#giveaway [42] #giveaway,#influencermarketing Top Word Pairs in Tweet in G8:
[5] data,data [4] content,marketing [3] cmicontent,#cmworld [3] make,sure [3] customer,journey [3] a3,tons [3] tons,great [3] great,free [3] free,quick [3] quick,tools Top Word Pairs in Tweet in G9:
[17] content,marketing [14] marketing,world [11] win,free [11] free,virtual [11] virtual,pass [11] pass,content [11] world,2020 [11] 2020,699 [11] 699,value [11] value,follow Top Word Pairs in Tweet in G10:
[6] excited,partner [6] partner,cmicontent [6] cmicontent,#cmworld [4] jacquelineloch,stjoseph [3] #cmworld,oct [3] oct,13 [3] 13,16 [3] #cmworld,jacquelineloch [3] stjoseph,presents [3] presents,growth 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 G8:
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:
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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: