The graph represents a network of 6,657 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 April 2022 at 06:33 UTC.
The requested start date was Thursday, 21 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 7-day, 6-hour, 15-minute period from Wednesday, 13 April 2022 at 17:45 UTC to Thursday, 21 April 2022 at 00:00 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 : 6657
Unique Edges : 2293
Edges With Duplicates : 11916
Total Edges : 14209
Number of Edge Types : 5
Mentions : 722
Tweet : 1665
Retweet : 5479
MentionsInRetweet : 6103
Replies to : 240
Self-Loops : 1734
Reciprocated Vertex Pair Ratio : 0.0105708245243129
Reciprocated Edge Ratio : 0.0209205020920502
Connected Components : 1044
Single-Vertex Connected Components : 540
Maximum Vertices in a Connected Component : 2361
Maximum Edges in a Connected Component : 6282
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.294387
Graph Density : 0.000151030292000324
Modularity : 0.466217
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,657 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 April 2022 at 06:33 UTC.
The requested start date was Thursday, 21 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 7-day, 6-hour, 15-minute period from Wednesday, 13 April 2022 at 17:45 UTC to Thursday, 21 April 2022 at 00:00 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:
[4590] data,visualization [1798] total,album [1798] album,sales [1796] 03,2022 [1755] koreansales_twt,data [604] data,science [560] 2020,03 [513] data,analysis [509] 2015,03 [463] learn,data Top Word Pairs in Tweet in G1:
[1796] data,visualization [1796] total,album [1796] album,sales [1794] 03,2022 [1755] koreansales_twt,data [560] 2020,03 [509] 2015,03 [311] sales,03 [301] sales,10 [254] 2012,03 Top Word Pairs in Tweet in G2:
[463] data,visualization [37] visualization,tools [31] #visualization,#barchartrace [31] #barchartrace,#data [30] #data,#datascience [29] data,analysis [28] #datascience,#dataanalytics [27] 2020,#datauniverse [27] #dataanalytics,#datacenter [26] #datacenter,#popular Top Word Pairs in Tweet in G3:
[407] data,visualization [405] top,five [405] five,free [405] free,cheatsheets [405] cheatsheets,learn [405] learn,data [405] data,science [405] science,python [405] python,scikit [405] scikit,learn Top Word Pairs in Tweet in G4:
[357] data,analysis [357] microsoft,power [357] power,bi [356] analysis,career [356] career,need [356] need,focus [356] focus,excel [356] excel,spreadsheets [356] spreadsheets,microsoft [350] highimpact01,data Top Word Pairs in Tweet in G5:
[416] data,visualization [117] data,science [71] topic,day [61] #ml,topic [55] nainachaturved8,#ml [53] data,manipulation [53] manipulation,visualization [53] machine,learning [52] visualization,techniques [52] techniques,julia Top Word Pairs in Tweet in G6:
[211] data,visualization [173] think,less [173] less,data [173] visualization,#ai [173] #ai,#datascience [173] #datascience,#deeplearning [173] #deeplearning,#machinelearning [172] miketamir,think [22] data,analysis [13] beginner,data Top Word Pairs in Tweet in G7:
[68] finished,designing [68] designing,teaching [68] teaching,first [68] first,class [68] class,genomic [68] genomic,#datavisualization [68] #datavisualization,check [68] check,notes [68] notes,#rstats [68] #rstats,#ggplot2 Top Word Pairs in Tweet in G8:
[99] learn,create [99] create,beautiful [99] beautiful,charts [99] charts,python [99] python,using [99] using,seaborn [99] seaborn,library [99] library,#python [98] datasciencedojo,learn [98] #python,#datavisualiz Top Word Pairs in Tweet in G9:
[65] data,visualization [27] cool,visualization [27] hiring,two [27] two,positions [26] come,work [26] work,cool [26] visualization,modules [26] modules,datawrapper [26] datawrapper,#dataviz [26] #dataviz,#visualization Top Word Pairs in Tweet in G10:
[120] 10,ป [119] exo,planetarium [119] planetarium,data [119] data,club [119] club,10th [119] 10th,anniversary [119] anniversary,side [119] side,tracks [119] tracks,streaming [119] streaming,data Top Replied-To in Entire Graph:
Top Replied-To in G4:
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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: