The graph represents a network of 1,842 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 March 2022 at 01:11 UTC.
The requested start date was Friday, 04 March 2022 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 2-day, 15-hour, 31-minute period from Monday, 28 February 2022 at 11:23 UTC to Thursday, 03 March 2022 at 02:54 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 : 1842
Unique Edges : 1907
Edges With Duplicates : 17564
Total Edges : 19471
Number of Edge Types : 5
Retweet : 6956
MentionsInRetweet : 10864
Tweet : 417
Mentions : 1043
Replies to : 191
Self-Loops : 591
Reciprocated Vertex Pair Ratio : 0.0292058894520879
Reciprocated Edge Ratio : 0.0567542213883677
Connected Components : 242
Single-Vertex Connected Components : 90
Maximum Vertices in a Connected Component : 1193
Maximum Edges in a Connected Component : 18411
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.079504
Graph Density : 0.0012574009428148
Modularity : 0.190003
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,842 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 March 2022 at 01:11 UTC.
The requested start date was Friday, 04 March 2022 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 2-day, 15-hour, 31-minute period from Monday, 28 February 2022 at 11:23 UTC to Thursday, 03 March 2022 at 02:54 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:
[4248] #iot,#iiot [3790] #javascript,#reactjs [3388] #reactjs,#wordpress [3056] #wordpress,#security [2867] #pytorch,#javascript [2663] #security,#defi [2653] #iiot,#pytorch [2413] #ai,#iot [2379] #python,#ai [2094] #python,#iot Top Word Pairs in Tweet in G1:
[179] #dataviz,#bigdata [145] #bigdata,#analytics [123] #analytics,#datascience [116] #analytics,#bigdata [108] #bigdata,#ai [103] #programming,#database [99] #datascientists,#analytics [98] #database,#data [98] #data,#datascientists [84] cheat,sheet Top Word Pairs in Tweet in G2:
[4199] #iot,#iiot [3752] #javascript,#reactjs [3352] #reactjs,#wordpress [3024] #wordpress,#security [2854] #pytorch,#javascript [2635] #security,#defi [2574] #iiot,#pytorch [2412] #ai,#iot [2376] #python,#ai [2043] #python,#iot Top Word Pairs in Tweet in G3:
[60] fuel,stations [55] alternative,fuel [27] week,#tidytuesday [25] #rstats,#dataviz [21] text,tdatascience [21] tdatascience,education [21] education,driver [21] driver,human [21] human,development [21] development,brazil Top Word Pairs in Tweet in G4:
[39] billion,years [39] years,tectonic [39] tectonic,plate [39] plate,movement [39] movement,40 [39] 40,seconds [39] seconds,visualcap [39] visualcap,#geology [39] #geology,#science [38] frronconi,billion Top Word Pairs in Tweet in G5:
[13] data,visualization [6] source,#nyc [6] #nyc,#dataviz [4] year,degree [4] column,charts [4] confusion,matrix [3] #datavisualization,#dataviz [3] #dataviz,#bot [3] map,source [2] data,literacy Top Word Pairs in Tweet in G6:
[35] #tuskegeeairmenchallenge,submission [35] submission,#blackhistorymonth [35] #blackhistorymonth,hover [35] hover,over [35] over,curved [35] curved,tail [35] tail,line [35] line,learn [35] learn,more [34] adedamolaladipo,#tuskegeeairmenchallenge Top Word Pairs in Tweet in G7:
[34] kiiara,#trendingkiiara [34] #marketing,#kiiara [32] co,1iblzitohl [32] 1iblzitohl,ancient [32] ancient,greek [32] greek,history [32] history,kiiara [32] #trendingkiiara,#marketing [32] #ukraine,#ukrainerussiawar [32] #ukrainerussiawar,#ukrainewar Top Word Pairs in Tweet in G8:
[23] small,thing [23] thing,distinctly [23] distinctly,helps [23] helps,#dataviz [23] #dataviz,interpretation [23] interpretation,note [23] note,nytgraphics [23] nytgraphics,reversed [23] reversed,axis [22] data,visualization Top Word Pairs in Tweet in G9:
[45] power,#data [45] #data,storytelling [45] storytelling,credit [45] credit,#dataviz [45] #dataviz,#analytics [45] #analytics,#ai [44] pascal_bornet,power [41] #ai,heinzvhoenen [41] heinzvhoenen,haroldsinnott [5] telling,great Top Word Pairs in Tweet in G10:
[26] appears,invading [26] invading,neighboring [26] neighboring,country [26] country,negative [26] negative,effect [26] effect,country [26] country,currency [26] currency,#dataviz [26] #dataviz,#ukraine [25] randal_olson,appears Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
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: