The graph represents a network of 1,234 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 December 2019 at 04:19 UTC.
The requested start date was Wednesday, 25 December 2019 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 31-day, 21-hour, 26-minute period from Saturday, 23 November 2019 at 02:58 UTC to Wednesday, 25 December 2019 at 00:24 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 : 1234
Unique Edges : 2088
Edges With Duplicates : 5897
Total Edges : 7985
Number of Edge Types : 4
Replies to : 1564
Mentions : 2447
MentionsInRetweet : 2934
Tweet : 1040
Self-Loops : 1040
Reciprocated Vertex Pair Ratio : 0.145047169811321
Reciprocated Edge Ratio : 0.253347064881565
Connected Components : 118
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 952
Maximum Edges in a Connected Component : 7684
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.986774
Graph Density : 0.00191453031898323
Modularity : 0.225047
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,234 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 December 2019 at 04:19 UTC.
The requested start date was Wednesday, 25 December 2019 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 31-day, 21-hour, 26-minute period from Saturday, 23 November 2019 at 02:58 UTC to Wednesday, 25 December 2019 at 00:24 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:
[332] social,media [332] #twittersmarter,chat [200] #twittersmarter,podcast [179] madalynsklar,#twittersmarter [124] madalynsklar,a2 [113] continued,education [110] twitter,chats [96] madalynsklar,a3 [95] madalynsklar,twitter [88] use,twitter Top Word Pairs in Tweet in G1:
[161] #twittersmarter,podcast [144] #twittersmarter,chat [142] social,media [101] madalynsklar,#twittersmarter [61] madalynsklar,twitter [55] twitter,chat [45] twitter,chats [43] use,twitter [31] using,twitter [31] continued,education Top Word Pairs in Tweet in G2:
[149] social,media [141] #twittersmarter,chat [89] madalynsklar,a2 [70] madalynsklar,a3 [59] madalynsklar,a1 [58] continued,education [49] madalynsklar,a4 [48] twitter,chats [48] albermoire,darcydeleon [47] madalynsklar,#twittersmarter Top Word Pairs in Tweet in G3:
[49] madalynsklar,ask [49] ask,hootsuite [41] #twittersmarter,chat [31] social,media [28] scheduling,tweets [27] tweets,#twittersmarter [25] hootsuite,best [25] best,tips [25] tips,scheduling [24] madalynsklar,#twittersmarter Top Word Pairs in Tweet in G4:
[40] latest,music [34] daily,thanks [22] music,news [22] news,information [18] music,marketing [18] marketing,daily [17] information,thanks [17] latest,songsalive [17] songsalive,daily [11] latest,netteradio Top Word Pairs in Tweet in G5:
[9] daily,conversation [9] conversation,report [9] report,ready [9] ready,#twittersmarter [7] hootsuite,madalynsklar [7] #twittersmarter,dec [3] grow,twitter [3] twitter,community [3] community,#contentmarketing [3] #contentmarketing,#twitter Top Word Pairs in Tweet in G6:
[10] many,living [10] living,dreams [10] dreams,living [10] living,fears [10] fears,brown [8] hazloe3,many [7] #twittersmarter,#thextraordinarionly [6] brown,#twittersmarter [5] small,team [5] team,doers Top Word Pairs in Tweet in G7:
[13] latest,girls [13] girls,self [13] self,esteem [13] esteem,daily [13] daily,thanks [2] #twittersmarter,#women Top Word Pairs in Tweet in G8:
[11] latest,fangeist's [11] fangeist's,daily [11] daily,fan [11] fan,favorites [10] favorites,thanks [2] #music,#twittersmarter [2] #snl,#twittersmarter [2] thanks,tara_dwmd Top Word Pairs in Tweet in G9:
[4] latest,band [4] band,promotion [4] promotion,daily [4] daily,thanks [3] #twittersmarter,#musicbiz [2] brianclark,#twittersmarter Top Word Pairs in Tweet in G10:
[7] latest,advisory [7] advisory,edge [4] edge,thanks [3] #staffing,#twittersmarter [3] icebreaker,2020 [3] 2020,twitter [3] twitter,strategy [3] strategy,more [3] more,content [3] content,promote 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 G6:
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:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: