The graph represents a network of 2,307 Twitter users whose recent tweets contained "#data19", 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 Thursday, 14 November 2019 at 14:27 UTC.
The tweets in the network were tweeted over the 8-day, 22-hour, 33-minute period from Tuesday, 05 November 2019 at 15:47 UTC to Thursday, 14 November 2019 at 14:21 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 : 2307
Unique Edges : 5597
Edges With Duplicates : 6490
Total Edges : 12087
Self-Loops : 2821
Reciprocated Vertex Pair Ratio : 0.0682852807283763
Reciprocated Edge Ratio : 0.127840909090909
Connected Components : 466
Single-Vertex Connected Components : 419
Maximum Vertices in a Connected Component : 1758
Maximum Edges in a Connected Component : 11363
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.982718
Graph Density : 0.00119099042809113
Modularity : 0.331256
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,307 Twitter users whose recent tweets contained "#data19", 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 Thursday, 14 November 2019 at 14:27 UTC.
The tweets in the network were tweeted over the 8-day, 22-hour, 33-minute period from Tuesday, 05 November 2019 at 15:47 UTC to Thursday, 14 November 2019 at 14:21 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 : #data19
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[526] tableau,conference [406] #data19,#tc19 [337] #tc19,#data19 [322] #data19,#tableau [309] tableau,#data19 [243] #data19,#datafam [197] #data19,tableau [194] check,out [146] #ironviz,#data19 [122] data,village Top Word Pairs in Tweet in G1:
[215] tableau,conference [102] tableau,#data19 [77] conference,vegas [76] #tc19,#data19 [75] #data19,#aidriven [74] booth,843 [74] apple,watch [74] watch,giveaway [74] #aidriven,#enterpriseai [72] t,shirt Top Word Pairs in Tweet in G2:
[122] #data19,#tc19 [106] #ironviz,#data19 [99] #data19,#datafam [93] tableau,conference [87] #data19,#tableau [78] check,out [76] tableau,#data19 [71] #tc19,#data19 [63] #data19,tableau [60] #datafam,#data19 Top Word Pairs in Tweet in G3:
[53] tableau,conference [52] #tc19,#data19 [37] #data19,#tc19 [20] iron,viz [16] #ironviz,#data19 [15] #iv19hesham,#data19 [14] conference,#data19 [13] #data19,#datafam [13] conference,2019 [13] mandalay,bay Top Word Pairs in Tweet in G4:
[117] #data19,#tableau [96] #conferencewhispers,#data19 [68] data,culture [64] #data19,#tc19 [55] tableau,conference [53] tableau,#data19 [48] #tc19,#data19 [45] #data19,#datafam [45] fireside,chat [34] #data19,tableau Top Word Pairs in Tweet in G5:
[85] #data19,#tableau [51] tableau,#data19 [50] tableau,conference [47] #tc19,#data19 [41] #data19,#tc19 [40] #data19,#datafam [28] #tableau,#data19 [26] tableau,foundation [25] looking,forward [23] #data19,tableau Top Word Pairs in Tweet in G6:
[23] #data19,#tc19 [15] tableau,conference [11] #tc19,#data19 [9] newbie,session [8] mlglobaltech,morganlewislaw [8] welcome,reception [7] #datafam,#data19 [6] #tc19,tableau [6] morganlewislaw,#mlglobaltech [6] kicking,tableau Top Word Pairs in Tweet in G7:
[23] #data19,#tc19 [13] #tc19,#data19 [8] tableau,conference [8] tableaupublic,uscensusbureau [8] roots,beyond [8] beyond,race [8] race,project [5] uscensusbureau,top [5] top,heritage [5] heritage,group Top Word Pairs in Tweet in G8:
[9] tableau,foundation [5] foundation,summit [5] tableau,conference [5] allows,understand [5] experiencing,homelessness [5] systems,level [4] data,#data19 [4] #data19,tableau [4] name,list [4] using,data Top Word Pairs in Tweet in G9:
[7] tableau,#data19 [5] next,week [4] year,tableau [4] #data19,bringing [4] bringing,something [4] something,special [4] special,spa [4] spa,book [4] book,1 [4] 1,1 Top Word Pairs in Tweet in G10:
[16] #data19,#data19しゅごい [9] tc19,#data19 [8] #data19,ハッシュタグからお写真拝借してハイライト動画作りました [8] ハッシュタグからお写真拝借してハイライト動画作りました,#tableau [5] created,video [5] video,tweets [5] tweets,#data19 [5] #data19,hashtag [5] hashtag,see [5] see,highlight Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: