The graph represents a network of 1,566 Twitter users whose recent tweets contained "#cmad OR #cmadfi", 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 Tuesday, 28 January 2020 at 09:06 UTC.
The tweets in the network were tweeted over the 7-day, 18-hour, 54-minute period from Monday, 20 January 2020 at 14:04 UTC to Tuesday, 28 January 2020 at 08:59 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 : 1566
Unique Edges : 2998
Edges With Duplicates : 1535
Total Edges : 4533
Number of Edge Types : 5
Tweet : 593
Retweet : 647
Replies to : 207
Mentions : 1445
MentionsInRetweet : 1641
Self-Loops : 598
Reciprocated Vertex Pair Ratio : 0.0420390599139358
Reciprocated Edge Ratio : 0.0806861499364676
Connected Components : 239
Single-Vertex Connected Components : 147
Maximum Vertices in a Connected Component : 957
Maximum Edges in a Connected Component : 3857
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.933134
Graph Density : 0.00128448377869993
Modularity : 0.56129
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 1,566 Twitter users whose recent tweets contained "#cmad OR #cmadfi", 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 Tuesday, 28 January 2020 at 09:06 UTC.
The tweets in the network were tweeted over the 7-day, 18-hour, 54-minute period from Monday, 20 January 2020 at 14:04 UTC to Tuesday, 28 January 2020 at 08:59 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 : #cmad OR #cmadfi
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:
[450] community,manager [271] manager,appreciation [266] appreciation,day [210] community,managers [172] happy,#cmad [117] happy,community [111] advancement,day [95] #cmadfi,#somefi [91] day,#cmad [90] #cmad,#cmad2020 Top Word Pairs in Tweet in G1:
[94] #cmadfi,#somefi [73] #cmadfi,#viestintä [73] pisotalus,#cmadfi [63] viestinnän,megatrendit [59] megatrendit,muuttavat [57] muuttavat,somea [56] tullut,jäädäkseen [56] viestiä,somessa [54] jahapaula,#cmadfi [50] kannattaa,viestiä Top Word Pairs in Tweet in G2:
[76] community,manager [60] advancement,day [57] manager,advancement [54] happy,#cmad [54] community,managers [29] #cmad,#cmad2020 [26] #cmad,community [25] online,community [24] take,moment [23] #cmad2020,#cmad Top Word Pairs in Tweet in G3:
[68] community,manager [38] appreciation,day [36] manager,appreciation [24] community,managers [18] day,#cmad [14] happy,#cmad [13] social,media [12] feliz,día [10] happy,community [10] #cmad,community Top Word Pairs in Tweet in G4:
[28] appreciation,day [26] community,manager [21] manager,appreciation [12] #cmad,community [11] day,#cmad [11] cozmo23,a_dmg04 [11] deej_bng,griffinwb [10] taking,moment [10] moment,community [10] #cmad,fortunate Top Word Pairs in Tweet in G5:
[12] #cmday,#cmad [8] #cmad,#cmadfi [8] #cmadfi,#cmad2020 [8] #cmad2020,tutti [8] tutti,#cm [8] #cm,bolita [8] bolita,mundo [8] mundo,#cmgr [8] #cmgr,around [8] around,world Top Word Pairs in Tweet in G6:
[28] community,manager [26] appreciation,day [25] community,managers [25] manager,appreciation [18] happy,#cmad [15] happy,community [14] hard,work [13] work,put [12] fellow,community [10] behind,scenes Top Word Pairs in Tweet in G7:
[13] community,managers [13] happy,#cmad [9] community,manager [6] #communitymanagerappreciationday,another [6] another,hashtag [6] hashtag,day [6] day,love [6] love,recognition [6] recognition,people [6] people,behind Top Word Pairs in Tweet in G8:
[2] today,community [2] community,manager [2] manager,appreciation [2] appreciation,day [2] day,#cmad [2] #cmad,special [2] special,thanks [2] thanks,wonderful [2] wonderful,cms [2] cms,ex Top Word Pairs in Tweet in G9:
[36] #communitymanagerappreciationday,#cmad [35] show,appreciation [35] appreciation,send [35] send,cm [14] cm,kyrios [14] kyrios,youngfrog [14] youngfrog,#communitymanagerappreciationday [7] cm,katherz [7] katherz,#communitymanagerappreciationday [5] cm,litya Top Word Pairs in Tweet in G10:
[17] manager,appreciation [17] appreciation,day [15] happy,#cmad [15] #cmad,community [15] community,manager [15] day,favorite [15] favorite,cm [15] cm,today [15] today,know [15] know,appreciated Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: