The graph represents a network of 6,113 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 January 2021 at 07:40 UTC.
The requested start date was Thursday, 21 January 2021 at 01:01 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 8-day, 1-hour, 42-minute period from Tuesday, 12 January 2021 at 23:17 UTC to Thursday, 21 January 2021 at 01:00 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 : 6113
Unique Edges : 2976
Edges With Duplicates : 11503
Total Edges : 14479
Number of Edge Types : 5
Retweet : 5261
MentionsInRetweet : 6240
Mentions : 1005
Tweet : 1672
Replies to : 301
Self-Loops : 1700
Reciprocated Vertex Pair Ratio : 0.0155061875652304
Reciprocated Edge Ratio : 0.0305388342387315
Connected Components : 1086
Single-Vertex Connected Components : 505
Maximum Vertices in a Connected Component : 2582
Maximum Edges in a Connected Component : 8461
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.449461
Graph Density : 0.000182294320832009
Modularity : 0.470519
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 6,113 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 January 2021 at 07:40 UTC.
The requested start date was Thursday, 21 January 2021 at 01:01 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 8-day, 1-hour, 42-minute period from Tuesday, 12 January 2021 at 23:17 UTC to Thursday, 21 January 2021 at 01:00 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 : data visualization
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:
[4137] data,visualization [888] visualization,cares [888] cares,disproportionately [888] disproportionately,far [888] far,much [888] much,designing [888] designing,colorblindness [888] colorblindness,relative [881] frankelavsky,data [880] relative,disabilitie Top Word Pairs in Tweet in G1:
[939] data,visualization [860] visualization,cares [860] cares,disproportionately [860] disproportionately,far [860] far,much [860] much,designing [860] designing,colorblindness [860] colorblindness,relative [859] frankelavsky,data [859] relative,disabilitie Top Word Pairs in Tweet in G2:
[974] data,visualization [496] top,python [496] python,libraries [370] data,science [367] machine,learning [351] libraries,#datascience [347] #datascience,#datavisualization [328] #datavisualization,#machinelearning [248] visualization,machine [222] science,data Top Word Pairs in Tweet in G3:
[384] data,visualization [24] visualization,data [22] data,analysis [18] learn,more [17] power,bi [15] visualization,tools [14] visualization,web [13] #visualcontenting,#contentmarketing [13] #contentmarketing,#socialmedia [13] #socialmedia,#seo Top Word Pairs in Tweet in G4:
[485] data,visualization [483] total,album [483] album,sales [483] 12,2020 [462] koreansales_twt,data [165] 2015,12 [149] sales,01 [139] 2014,12 [124] visualization,#got7 [124] #got7,total Top Word Pairs in Tweet in G5:
[228] machine,learning [219] building,machine [219] learning,career [219] career,focus [219] focus,improving [219] improving,each [219] each,following [219] following,areas [219] areas,problem [219] problem,solving Top Word Pairs in Tweet in G6:
[86] data,visualization [31] job,alert [31] alert,visual [31] visual,journalist [31] journalist,strong [31] strong,js [31] js,skills [31] skills,used [31] used,play [31] play,d3 Top Word Pairs in Tweet in G7:
[85] recently,released [85] released,visualization [85] visualization,hhsgov [85] hhsgov,hospital [85] hospital,data [85] data,weekly [85] weekly,average [85] average,covid [85] covid,19 [85] 19,metrics Top Word Pairs in Tweet in G8:
[75] data,visualization [57] assessing,single [57] single,cell [57] cell,transcriptomic [57] transcriptomic,variability [57] variability,density [57] density,preserving [57] preserving,data [52] naturebiotech,assessing [18] #vaccines,#covid19 Top Word Pairs in Tweet in G9:
[82] data,visualization [80] pretty,phenomenal [80] phenomenal,data [80] visualization,nytclimate [80] nytclimate,team [80] team,falling [80] falling,costs [80] costs,evs [80] evs,pretty [80] pretty,close Top Word Pairs in Tweet in G10:
[55] data,visualization [35] #rstats,#rspatial [34] come,code [34] code,posted [34] posted,gt [34] gt,paid [34] paid,opportunities [34] opportunities,build [34] build,interactive [34] interactive,data Top Replied-To in Entire Graph:
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Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: