The graph represents a network of 4,151 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, 03 July 2020 at 00:18 UTC.
The requested start date was Friday, 03 July 2020 at 00:01 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 5-day, 10-hour, 19-minute period from Friday, 26 June 2020 at 18:48 UTC to Thursday, 02 July 2020 at 05:07 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 : 4151
Unique Edges : 2551
Edges With Duplicates : 8172
Total Edges : 10723
Number of Edge Types : 5
Mentions : 1116
Retweet : 3544
MentionsInRetweet : 4886
Tweet : 1025
Replies to : 152
Self-Loops : 1081
Reciprocated Vertex Pair Ratio : 0.0236559139784946
Reciprocated Edge Ratio : 0.046218487394958
Connected Components : 611
Single-Vertex Connected Components : 280
Maximum Vertices in a Connected Component : 2532
Maximum Edges in a Connected Component : 7979
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.934089
Graph Density : 0.000303947662488064
Modularity : 0.475931
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 4,151 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, 03 July 2020 at 00:18 UTC.
The requested start date was Friday, 03 July 2020 at 00:01 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 5-day, 10-hour, 19-minute period from Friday, 26 June 2020 at 18:48 UTC to Thursday, 02 July 2020 at 05:07 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:
[287] #ai,#artificialintelligence [178] #artificialintelligence,#machinelearning [165] reached,38 [165] arctic,circle [165] circle,saturday [165] saturday,17 [165] 17,hotter [165] hotter,normal [165] normal,20 [165] 20,june Top Word Pairs in Tweet in G1:
[15] covid,19 [12] #covid19,#covid2019india [12] #covid2019india,#dataviz [11] morte#1,masculino [11] #mapa,#violencia [11] #violencia,#dadosabertos [11] #dadosabertos,#transparencia [11] #transparencia,#dataviz [11] #dataviz,#visualizacao [10] #datascience,#dataviz Top Word Pairs in Tweet in G2:
[70] job,looking [67] website,oh [67] oh,hunting [67] hunting,job [67] looking,job [66] sctyner,website [43] #rstats,#dataviz [41] #tidytuesday,week [41] week,2020 [39] cedscherer,#tidytuesday Top Word Pairs in Tweet in G3:
[273] #ai,#artificialintelligence [170] #artificialintelligence,#machinelearning [155] jamilahmed_16,coursera [141] coursera,#excel [141] #excel,skills [141] skills,#business [141] #business,review [141] review,#ai [137] #machinelearning,#deep [107] #dataviz,#datascientist Top Word Pairs in Tweet in G4:
[163] reached,38 [163] arctic,circle [163] circle,saturday [163] saturday,17 [163] 17,hotter [163] hotter,normal [163] normal,20 [163] 20,june [162] temperatures,reached [162] 38,within Top Word Pairs in Tweet in G5:
[56] population,density [56] density,40 [56] 40,countries [56] countries,latest [56] latest,#dataviz [56] #dataviz,la_lettura [56] la_lettura,#datavisualization [55] fedfragapane,population [55] #datavisualization,#inf [42] #southamerica,covered Top Word Pairs in Tweet in G6:
[101] gt,gt [29] learn,create [29] create,tableau [29] tableau,dashboards [29] dashboards,#odsceurope [29] #odsceurope,hands [29] hands,training [29] training,sessions [29] sessions,essential [29] essential,skills Top Word Pairs in Tweet in G7:
[102] #rstats,#ggplot2 [102] #ggplot2,#geography [102] #geography,#dataviz [99] river,flow [99] flow,direction [90] direction,europe [90] europe,#rstats [89] dr_xeo,river [11] brillante,#dataviz [11] #dataviz,muestra Top Word Pairs in Tweet in G8:
[27] midlife,crisis [25] algorithmic,art [24] pick,dataviz [24] dataviz,midlife [24] crisis,algorithmic [24] art,pen [24] pen,plotter [24] plotter,collect [24] collect,esoteric [24] esoteric,historical Top Word Pairs in Tweet in G9:
[43] created,streamgraph [43] streamgraph,meets [43] meets,bump [43] bump,chart [43] chart,#dataviz [43] #dataviz,show [43] show,rise [43] rise,sudden [43] sudden,surge [43] surge,satellites Top Word Pairs in Tweet in G10:
[78] dept,interior [77] interior,geological [77] geological,survey [54] #arcgispro,#blender [44] geo_spatialist,state [27] yearly,photovoltaic [27] photovoltaic,electricity [22] state,west [22] west,virginia [22] virginia,dept Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: