The graph represents a network of 3,002 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 15 April 2022 at 00:10 UTC.
The requested start date was Friday, 15 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 13-hour, 45-minute period from Monday, 11 April 2022 at 13:09 UTC to Thursday, 14 April 2022 at 02:54 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 : 3002
Unique Edges : 3134
Edges With Duplicates : 18149
Total Edges : 21283
Number of Edge Types : 5
Retweet : 6746
MentionsInRetweet : 12219
Replies to : 257
Mentions : 1504
Tweet : 557
Self-Loops : 811
Reciprocated Vertex Pair Ratio : 0.0273561037318153
Reciprocated Edge Ratio : 0.0532553486224411
Connected Components : 303
Single-Vertex Connected Components : 136
Maximum Vertices in a Connected Component : 2155
Maximum Edges in a Connected Component : 19796
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.864006
Graph Density : 0.000721167561068363
Modularity : 0.274118
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,002 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 15 April 2022 at 00:10 UTC.
The requested start date was Friday, 15 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 13-hour, 45-minute period from Monday, 11 April 2022 at 13:09 UTC to Thursday, 14 April 2022 at 02:54 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 : dataviz OR datavis
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:
[3879] #iot,#iiot [3301] #javascript,#reactjs [3009] #python,#iot [2908] #iiot,#pytorch [2846] #reactjs,#wordpress [2337] #wordpress,#security [1925] #pytorch,#javascript [1922] #security,#defi [1245] #defi,#ad [1221] #ai,#iot Top Word Pairs in Tweet in G1:
[54] #rstats,#dataviz [52] cedscherer,#30daychartchallenge [40] #dataviz,showing [36] indoor,air [36] air,pollution [35] #30daychartchallenge,#day11 [34] played,bit [34] bit,3d [34] 3d,mapping [34] mapping,gave Top Word Pairs in Tweet in G2:
[3869] #iot,#iiot [3296] #javascript,#reactjs [3003] #python,#iot [2904] #iiot,#pytorch [2842] #reactjs,#wordpress [2333] #wordpress,#security [1923] #pytorch,#javascript [1919] #security,#defi [1244] #defi,#ad [1221] #ai,#iot Top Word Pairs in Tweet in G3:
[269] stata,package [269] ssc,install [235] dropping,stata [233] asjadnaqvi,dropping [175] package,bimap [175] bimap,#bivariate [175] #bivariate,#maps [175] #maps,ssc [175] install,bimap [175] bimap,replace Top Word Pairs in Tweet in G4:
[26] biomass,#earth [26] #earth,one [26] one,graphic [26] graphic,visualcap [26] visualcap,#science [26] #science,#life [26] #life,#nature [26] #nature,#dataviz [25] frronconi,biomass [25] #dataviz,chboursi Top Word Pairs in Tweet in G5:
[115] french,presidential [115] presidential,election [111] election,2022 [109] resist,making [109] making,dasymetric [109] dasymetric,map [109] map,french [109] 2022,based [109] based,voted [109] voted,candidate Top Word Pairs in Tweet in G6:
[9] source,#nyc [9] #nyc,#dataviz [8] #dataviz,#datavisualization [8] federica,fragapane [8] fragapane,behance [8] graphic,detail [8] detail,#dataviz [8] #dataviz,see [8] see,more [5] behance,#graphicdesign Top Word Pairs in Tweet in G7:
[85] way,water [85] water,flow [85] flow,plotting [85] plotting,distribution [85] distribution,river [85] river,orientation [85] orientation,select [85] select,watersheds [85] watersheds,day [85] day,11 Top Word Pairs in Tweet in G8:
[27] last,fall [27] fall,visualize [27] visualize,#birthrates [27] #birthrates,income [27] income,group [27] group,charted [27] charted,popsci [27] popsci,see [26] sonjakuijpers,last [26] see,influenc Top Word Pairs in Tweet in G9:
[105] wet,lab [105] lab,scientists [104] released,first [104] first,version [104] version,book [104] book,data [104] data,visualization [104] visualization,ggplot2 [104] ggplot2,target [104] target,audience Top Word Pairs in Tweet in G10:
[65] #gamecharts,#dataviz [42] 2022,mlb [42] mlb,mlbstats [42] mlbstats,#gamecharts [42] #dataviz,#baseball [42] #baseball,#nft [35] tuesday,april [35] april,12 [35] 12,2022 [19] 2022,#nhlhockey Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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Top Replied-To in G7:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: