The graph represents a network of 3,998 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 Saturday, 23 November 2019 at 20:21 UTC.
The requested start date was Saturday, 23 November 2019 at 13:00 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 5-hour, 26-minute period from Tuesday, 19 November 2019 at 21:45 UTC to Saturday, 23 November 2019 at 03:11 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 : 3998
Unique Edges : 5421
Edges With Duplicates : 2171
Total Edges : 7592
Number of Edge Types : 3
Tweet : 1248
Mentions : 6195
Replies to : 149
Self-Loops : 1248
Reciprocated Vertex Pair Ratio : 0.0337850734873067
Reciprocated Edge Ratio : 0.0653618906942393
Connected Components : 510
Single-Vertex Connected Components : 208
Maximum Vertices in a Connected Component : 2475
Maximum Edges in a Connected Component : 5603
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.319683
Graph Density : 0.000338923527312818
Modularity : 0.666573
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,998 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 Saturday, 23 November 2019 at 20:21 UTC.
The requested start date was Saturday, 23 November 2019 at 13:00 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 5-hour, 26-minute period from Tuesday, 19 November 2019 at 21:45 UTC to Saturday, 23 November 2019 at 03:11 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:
[358] phishfindr,found [352] gt,found [352] found,today [349] earthquakes,depth [347] animated,globe [347] globe,shows [347] shows,year [347] year,worth [347] worth,earthquakes [347] depth,july Top Word Pairs in Tweet in G1:
[328] phishfindr,found [322] gt,found [322] found,today [267] #ai,#ia [244] #ia,#bigdata [207] #malware,#dataviz [194] #bigdata,#blockchain [185] #phishing,#domains [182] #cybersecurity,#infosec [181] 2019,11 Top Word Pairs in Tweet in G2:
[37] #datahumorism,#dataviz [37] #dataviz,#plot [37] #plot,#data [27] based,popular [27] popular,demand [27] demand,keep [27] keep,demanding [27] demanding,more [27] more,#datahumorism [26] martintelefont,based Top Word Pairs in Tweet in G3:
[324] outstanding,animated [324] animated,globe [324] globe,shows [324] shows,year [324] year,worth [324] worth,earthquakes [324] earthquakes,depth [324] depth,july [324] july,2017 [324] 2017,july Top Word Pairs in Tweet in G4:
[60] hiring,tenure [60] tenure,track [56] tiffanytimbers,ubc [37] default,palette [37] palette,#rstats [37] #rstats,horrible [37] horrible,still [37] still,somewhat [37] somewhat,compatible [37] compatible,old Top Word Pairs in Tweet in G5:
[171] cities,around [171] around,world [140] world,sun [139] sun,angle [139] angle,uv [139] uv,risk [139] risk,sun [139] sun,burn [139] burn,year [139] year,progresses Top Word Pairs in Tweet in G6:
[9] #infographic,#dataviz [8] data,visualization [7] #infographics,#infographic [7] #visual,#contentmarketing [7] #dataviz,#datascience [7] 11,2018 [7] sp,morte [7] morte,morte#1 [7] #mapa,#violencia [7] #violencia,#dadosabertos Top Word Pairs in Tweet in G7:
[8] flerlagekev,flerlagekr [7] blog,#datafam [7] #datafam,quadrant [7] quadrant,square [7] square,chart [7] chart,method [7] method,inspired [7] inspired,many [7] many,flerlagekev [7] flerlagekr,rosariogaunag Top Word Pairs in Tweet in G8:
[56] computation,journalism [35] journalism,2020 [31] great,talks [31] talks,great [31] great,papers [31] papers,great [26] #journalism,#media [23] great,#dataviz [21] student,contest [21] contest,northeastern's Top Word Pairs in Tweet in G9:
[40] middle,east [39] africa,middle [39] attacks,education [23] explore,centre [23] centre,humdata's [23] humdata's,dataviz [23] dataviz,showing [23] showing,attacks [23] education,africa [23] east,developed Top Word Pairs in Tweet in G10:
[43] comparto,análisis [43] análisis,actualizado [43] actualizado,200 [43] 200,000 [43] 000,tweets [43] tweets,públicos [43] públicos,disponibles [43] disponibles,kaggle [43] kaggle,uso [43] uso,menciones Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: