The graph represents a network of 1,018 Twitter users whose tweets in the requested range contained "#TwitterSmarter", 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 02:08 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 21-day, 3-hour, 9-minute period from Tuesday, 03 March 2020 at 19:50 UTC to Tuesday, 24 March 2020 at 23:00 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 : 1018
Unique Edges : 2297
Edges With Duplicates : 6772
Total Edges : 9069
Number of Edge Types : 4
Mentions : 2184
Replies to : 1687
MentionsInRetweet : 4332
Tweet : 866
Self-Loops : 866
Reciprocated Vertex Pair Ratio : 0.134557595993322
Reciprocated Edge Ratio : 0.237198351971748
Connected Components : 97
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 802
Maximum Edges in a Connected Component : 8691
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.714914
Graph Density : 0.00328212142110642
Modularity : 0.249854
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 1,018 Twitter users whose tweets in the requested range contained "#TwitterSmarter", 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 02:08 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 21-day, 3-hour, 9-minute period from Tuesday, 03 March 2020 at 19:50 UTC to Tuesday, 24 March 2020 at 23:00 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 : #TwitterSmarter
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:
[389] #twittersmarter,chat [314] social,selling [204] customer,service [177] social,media [140] madalynsklar,#twittersmarter [130] twitter,#twittersmarter [127] madalynsklar,a4 [124] ask,hootsuite [122] madalynsklar,a1 [109] madalynsklar,a2 Top Word Pairs in Tweet in G1:
[151] #twittersmarter,chat [103] ask,hootsuite [87] madalynsklar,ask [72] social,selling [67] twitter,#twittersmarter [50] #twittersmarter,podcast [48] social,media [41] use,twitter [40] organic,reach [39] hootsuite,improve Top Word Pairs in Tweet in G2:
[184] #twittersmarter,chat [161] social,selling [151] customer,service [96] madalynsklar,a4 [91] social,media [83] madalynsklar,a2 [82] madalynsklar,a1 [82] madalynsklar,#twittersmarter [72] madalynsklar,a3 [72] christinaallday,madalynsklar Top Word Pairs in Tweet in G3:
[74] social,selling [45] #twittersmarter,chat [20] nickathootsuite,madalynsklar [17] #twittersmarter,podcast [17] selling,tactics [16] madalynsklar,#twittersmarter [14] selling,#twittersmarter [12] today's,#twittersmarter [12] madalynsklar,a2 [11] madalynsklar,hootsuite Top Word Pairs in Tweet in G4:
[77] hazloe3,twitter [77] twitter,kimadele10 [77] kimadele10,myangelsvoice4 [77] myangelsvoice4,mooneira [77] mooneira,madidearson [77] madidearson,ankitasaha__ [77] ankitasaha__,wswenetwork [75] thextraordinari,hazloe3 [43] wswenetwork,sweat [42] sweat,small Top Word Pairs in Tweet in G5:
[4] ready,#twittersmarter [4] twitter,#twittersmarter [4] #repost,#diklat [4] #diklat,#bimtek [4] #bimtek,#goodnews [3] anggaran,berbasis [3] berbasis,kinerja [3] kinerja,#repost [3] #goodnews,#blogger [3] #blogger,#google Top Word Pairs in Tweet in G6:
[13] #marketing,#twittersmarter [13] #twittersmarter,featuring [10] social,media [6] #twittersmarter,chat [6] good,evening [6] evening,#twittersmarter [6] #twittersmarter,community [6] community,kenya [6] customer,service [5] kenya,ª Top Word Pairs in Tweet in G7:
[4] madalynsklar,#twittersmarter [2] #twittersmarter,chat [2] jamie_shum237,rosehorowitz31 [2] rosehorowitz31,jeremycaplan [2] jeremycaplan,smwknd [2] smwknd,much [2] much,free [2] free,info [2] info,resources [2] resources,ability Top Word Pairs in Tweet in G8:
[60] बह,त [30] #twittersmarter,ajaysengar_ [30] ajaysengar_,ज [30] ज,क [30] क,62 [30] 62,हज [30] हज,र [30] र,बनन [30] बनन,पर [30] पर,बह Top Word Pairs in Tweet in G9:
[18] smallstreamersr,supportstreamz [13] #livestream,smallstreamersr [13] supportstreamz,rtsmallstreams [10] going,live [7] roblox,#livestream [7] rtsmallstreams,smallstreamersc [7] smallstreamersc,robloxrter [7] robloxrter,bitchute [6] back,pneumonia [6] pneumonia,ready Top Word Pairs in Tweet in G10:
[14] tim,hughes [8] awesomismmom,victoriavito2 [8] victoriavito2,bv_digitalbuzz [8] bv_digitalbuzz,dilley_esq [8] dilley_esq,vniven [8] vniven,planetsonal [8] whenever,retweet [8] retweet,stuff [8] stuff,re [8] re,building 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 G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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: