The graph represents a network of 5,423 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, 04 June 2021 at 00:26 UTC.
The requested start date was Friday, 04 June 2021 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 7-day, 14-hour, 33-minute period from Wednesday, 26 May 2021 at 12:36 UTC to Thursday, 03 June 2021 at 03:09 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 : 5423
Unique Edges : 3379
Edges With Duplicates : 12739
Total Edges : 16118
Number of Edge Types : 5
Mentions : 1785
MentionsInRetweet : 7197
Retweet : 5526
Tweet : 1375
Replies to : 235
Self-Loops : 1456
Reciprocated Vertex Pair Ratio : 0.0223166843783209
Reciprocated Edge Ratio : 0.0436590436590437
Connected Components : 564
Single-Vertex Connected Components : 240
Maximum Vertices in a Connected Component : 3754
Maximum Edges in a Connected Component : 12744
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.101566
Graph Density : 0.000261737494841602
Modularity : 0.448646
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,423 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, 04 June 2021 at 00:26 UTC.
The requested start date was Friday, 04 June 2021 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 7-day, 14-hour, 33-minute period from Wednesday, 26 May 2021 at 12:36 UTC to Thursday, 03 June 2021 at 03:09 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:
[462] illusion,improvement [462] improvement,hidden [462] hidden,overall [462] overall,data [462] data,markedly [462] markedly,increased [462] increased,risk [462] risk,hospitalizations [462] hospitalizations,deaths [461] erictopol,illusion Top Word Pairs in Tweet in G1:
[321] #analytics,#bigdata [267] #datascientists,#analytics [233] #data,#datascientists [210] #ai,#python [206] #rstats,#ai [183] #bigdata,#rstats [174] #100daysofcode,#ai [149] big,data [143] #ai,#analytics [138] catherineadenle,infographic Top Word Pairs in Tweet in G2:
[453] illusion,improvement [453] improvement,hidden [453] hidden,overall [453] overall,data [453] data,markedly [453] markedly,increased [453] increased,risk [453] risk,hospitalizations [453] hospitalizations,deaths [452] erictopol,illusion Top Word Pairs in Tweet in G3:
[266] #dataviz,source [152] quickest,route [152] route,along [152] along,primary [152] primary,roadways [152] roadways,washington [152] washington,point [152] united,states [148] point,contiguous [148] contiguous,united Top Word Pairs in Tweet in G4:
[137] countries,world [137] world,sorted [137] sorted,those [137] those,warmed [137] warmed,last [137] last,10 [137] 10,years [137] years,showing [137] showing,temperatures [137] temperatures,1890 Top Word Pairs in Tweet in G5:
[27] excited,obtained [27] obtained,copy [27] copy,charting [27] charting,statistics [27] statistics,mary [27] mary,eleanor [27] eleanor,spear [27] spear,published [27] published,1952 [27] 1952,fascinating Top Word Pairs in Tweet in G6:
[29] see,more [25] graphic,detail [25] detail,#dataviz [25] #dataviz,see [15] data,visualization [10] #data,#dataviz [9] more,#dataviz [8] excel,data [8] #dataviz,#civictech [8] covid,19 Top Word Pairs in Tweet in G7:
[86] using,#leafmap [77] package,#geospatial [77] #geospatial,analysis [77] analysis,interactive [77] interactive,#mapping [73] giswqs,#leafmap [53] code,choose [53] choose,built [53] built,basemaps [51] giswqs,creating Top Word Pairs in Tweet in G8:
[33] today,#menstrualhygieneday [33] #menstrualhygieneday,re [33] re,share [33] share,project [33] project,loved [33] loved,designing [33] designing,#dataviz [33] #dataviz,menstrual [33] menstrual,cycle [32] fedfragapane,today Top Word Pairs in Tweet in G9:
[9] historic,dataviz [9] #datavis,#historicaldatavis [9] paper,radiant [9] radiant,diagrams [9] diagrams,florence [9] florence,nightingale [9] nightingale,infowetrust [9] infowetrust,shortly [9] shortly,appear [9] appear,online Top Word Pairs in Tweet in G10:
[99] sea,level [99] #globalwarming,#climatechange [99] #climatechange,#dataviz [82] level,rise [82] rise,1880 [82] 1880,#globalwarming [82] #dataviz,pixelmnm [81] kevpluck,sea [17] level,1880 [17] 1880,kevpluck Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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 G10: