The graph represents a network of 983 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, 19 February 2020 at 04:19 UTC.
The requested start date was Wednesday, 19 February 2020 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 15-day, 14-hour, 58-minute period from Thursday, 30 January 2020 at 18:31 UTC to Saturday, 15 February 2020 at 09:30 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 : 983
Unique Edges : 1976
Edges With Duplicates : 6397
Total Edges : 8373
Number of Edge Types : 4
MentionsInRetweet : 3474
Mentions : 2325
Tweet : 842
Replies to : 1732
Self-Loops : 842
Reciprocated Vertex Pair Ratio : 0.168003376952301
Reciprocated Edge Ratio : 0.287676183592338
Connected Components : 107
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 783
Maximum Edges in a Connected Component : 8129
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.734212
Graph Density : 0.00286644856656853
Modularity : 0.192796
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 983 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, 19 February 2020 at 04:19 UTC.
The requested start date was Wednesday, 19 February 2020 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 15-day, 14-hour, 58-minute period from Thursday, 30 January 2020 at 18:31 UTC to Saturday, 15 February 2020 at 09:30 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:
[355] #twittersmarter,chat [231] badredheadmedia,madalynsklar [135] social,media [135] madalynsklar,a4 [131] madalynsklar,#twittersmarter [124] use,twitter [123] twitter,chats [113] madalynsklar,a1 [110] madalynsklar,a5 [100] madalynsklar,a2 Top Word Pairs in Tweet in G1:
[103] #twittersmarter,chat [74] ask,hootsuite [66] madalynsklar,ask [55] #twittersmarter,podcast [48] use,twitter [48] audience,#twittersmarter [41] daily,engage [41] engage,audience [41] badredheadmedia,madalynsklar [39] social,media Top Word Pairs in Tweet in G2:
[154] badredheadmedia,madalynsklar [126] #twittersmarter,chat [89] madalynsklar,a4 [83] madalynsklar,a5 [74] madalynsklar,a1 [68] madalynsklar,a2 [68] madalynsklar,#twittersmarter [64] twitter,chats [60] madalynsklar,a6 [58] jwatson_wx,agorapulse Top Word Pairs in Tweet in G3:
[88] #twittersmarter,chat [72] guests,coming [59] coming,#bookmarketingchat [58] great,guests [53] mark,calendar [45] calendar,#writer [45] #writer,friends [42] #bookmarketingchat,mark [38] friends,abbiemood [38] rachel,thompson Top Word Pairs in Tweet in G4:
[27] #twittersmarter,featuring [24] #marketing,#twittersmarter [24] #twittersmarter,chat [19] rosehorowitz31,madalynsklar [15] madalynsklar,dd_invest [13] social,media [11] valuable,content [10] madalynsklar,#twittersmarter [9] guest,rosehorowitz31 [8] nickathootsuite,hootsuite Top Word Pairs in Tweet in G5:
[6] daily,conversation [6] conversation,report [6] report,ready [6] ready,#twittersmarter [5] hootsuite,madalynsklar [4] #deal,#ganga [4] social,media [4] #twittersmarter,feb [3] daily,#twittersmarter [3] twitter,#twittersmarter Top Word Pairs in Tweet in G6:
[7] #twittersmarter,chat [6] madalynsklar,#twittersmarter [4] madalynsklar,kompassmedia [4] a5,evergreen [3] jwatson_wx,agorapulse [3] know,kristinsmedley [3] kristinsmedley,dedicated [3] dedicated,advocate [3] advocate,southwestair [3] southwestair,2m Top Word Pairs in Tweet in G7:
[19] alright,site [19] site,toxic [19] toxic,pretty [19] pretty,much [19] much,staying [19] staying,#onhere [19] #onhere,point [19] point,read [19] read,microblogs [18] tonyzaret,alright Top Word Pairs in Tweet in G8:
[11] best,blogs [11] blogs,chats [11] chats,check [11] check,weekly [11] weekly,social [11] social,media [11] media,marketing [11] marketing,insights [11] insights,talkwalker [10] janetmachuka_,best Top Word Pairs in Tweet in G10:
[17] mothers,ave [17] ave,em [13] mary_greicy,jenny648144921 [13] veraldelucena,veralciaeu2 [13] veraldelucena3,veraldelucena [12] em,garden [12] garden,hoe [12] hoe,beleave [11] hope,enjoy [11] enjoy,friends 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 G8:
Top Replied-To in G9:
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: