The graph represents a network of 1,280 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, 05 August 2020 at 16:40 UTC.
The requested start date was Wednesday, 05 August 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 30-day, 7-hour, 38-minute period from Sunday, 05 July 2020 at 14:44 UTC to Tuesday, 04 August 2020 at 22:22 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 : 1280
Unique Edges : 1707
Edges With Duplicates : 14739
Total Edges : 16446
Number of Edge Types : 5
MentionsInRetweet : 6074
Replies to : 2055
Retweet : 3833
Mentions : 3342
Tweet : 1142
Self-Loops : 1178
Reciprocated Vertex Pair Ratio : 0.15257793764988
Reciprocated Edge Ratio : 0.264759427828348
Connected Components : 129
Single-Vertex Connected Components : 89
Maximum Vertices in a Connected Component : 1013
Maximum Edges in a Connected Component : 15976
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.617363
Graph Density : 0.00234863663017983
Modularity : 0.13702
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,280 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, 05 August 2020 at 16:40 UTC.
The requested start date was Wednesday, 05 August 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 30-day, 7-hour, 38-minute period from Sunday, 05 July 2020 at 14:44 UTC to Tuesday, 04 August 2020 at 22:22 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:
[674] #twittersmarter,chat [419] social,media [259] madalynsklar,#twittersmarter [223] ask,hootsuite [207] madalynsklar,a1 [206] twitter,chat [203] #twittersmarter,#5yearsoftwittersmarter [200] madalynsklar,ask [187] maikosakaibiz,madalynsklar [163] #twittersmarter,podcast Top Word Pairs in Tweet in G1:
[207] #twittersmarter,chat [206] ask,hootsuite [190] madalynsklar,ask [157] social,media [124] twitter,chat [100] #twittersmarter,podcast [82] strategy,#twittersmarter [78] hosting,twitter [78] marketing,strategy [74] chat,help Top Word Pairs in Tweet in G2:
[272] #twittersmarter,chat [152] maikosakaibiz,madalynsklar [139] #twittersmarter,#5yearsoftwittersmarter [132] social,media [128] madalynsklar,#twittersmarter [124] madalynsklar,a1 [109] fuhsionmktg,s_narmadhaa [105] sabrinacadini,albermoire [101] madalynsklar,a2 [98] madalynsklar,a3 Top Word Pairs in Tweet in G3:
[70] #twittersmarter,chat [62] black,people [37] twitter,smarter [35] smarter,2020â [32] madalynsklar,join [32] tinu,#twittersmarter [31] topic,twitter [31] 2020â,americaâ [29] join,tinu [28] chat,thursday Top Word Pairs in Tweet in G4:
[73] #twittersmarter,featuring [59] #marketing,#twittersmarter [47] madalynsklar,dd_invest [27] social,media [23] #twittersmarter,chat [21] nickathootsuite,hootsuite [15] guests,coming [15] coming,#twittersmarter [12] hootsuite,madalynsklar [10] mark,calendar Top Word Pairs in Tweet in G5:
[94] #twittersmarter,chat [77] social,media [74] madalynsklar,#twittersmarter [50] social,justice [38] madalynsklar,a1 [38] justice,issues [26] madalynsklar,a3 [26] madalynsklar,a6 [24] madalynsklar,a4 [22] madalynsklar,a5 Top Word Pairs in Tweet in G6:
[12] daily,conversation [12] conversation,report [12] report,ready [12] ready,#twittersmarter [12] #twittersmarter,jul [5] gt,gt [3] social,media [3] #twittersmarter,#twitter [3] #twitter,#twittersmarter [2] twitter,marketing Top Word Pairs in Tweet in G7:
[33] attribute,success [33] success,never [33] never,gave [33] gave,took [33] took,excuse [33] excuse,florence [33] florence,nightingale [32] hazloe3,attribute [28] nightingale,#thextraordinarionly [27] #thextraordinarionly,#youarethextraor Top Word Pairs in Tweet in G8:
[21] #gaminglaptop,#twitch [21] #twitch,#twittersmarter [21] #twittersmarter,sargine [21] sargine,house [21] house,strong [21] strong,community [21] community,streamers [21] streamers,enough [21] enough,viewers [20] sethmarketer,#gaminglaptop Top Word Pairs in Tweet in G9:
[12] social,media [4] #1,priority [4] know,audience [4] madalynsklar,a3 [3] re,use [3] over,years [3] use,paid [3] media,focus [3] a4,brand [3] brand,social Top Word Pairs in Tweet in G10:
[22] च,र [11] ज,वन [11] वन,१० [11] १०,त [11] त,मच [11] मच,य [11] य,स [11] स,बत [11] बत,ज [11] ज,घडत Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: