The graph represents a network of 5,956 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-02-07 until:2022-02-14", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 14 February 2022 at 21:42 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 38-minute period from Monday, 07 February 2022 at 00:02 UTC to Sunday, 13 February 2022 at 23:40 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 : 5956
Unique Edges : 12168
Edges With Duplicates : 14559
Total Edges : 26727
Number of Edge Types : 5
Retweet : 11032
MentionsInRetweet : 11404
Replies to : 934
Tweet : 1442
Mentions : 1915
Self-Loops : 1702
Reciprocated Vertex Pair Ratio : 0.025366568914956
Reciprocated Edge Ratio : 0.0494780494780495
Connected Components : 563
Single-Vertex Connected Components : 228
Maximum Vertices in a Connected Component : 4435
Maximum Edges in a Connected Component : 24560
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.597342
Graph Density : 0.000394327503286063
Modularity : 0.444601
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,956 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-02-07 until:2022-02-14", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 14 February 2022 at 21:42 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 38-minute period from Monday, 07 February 2022 at 00:02 UTC to Sunday, 13 February 2022 at 23:40 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 : TwitterSearch
Graph Term : dataviz OR datavis since:2022-02-07 until:2022-02-14
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3079] #fintech,#insurtech [2857] #iot,#iiot [2792] #mlops,#flutter [2784] #infosec,#devops [2778] #datavis,#infosec [2712] #javascript,#reactjs [2676] #flutter,#html [2606] #reactjs,#wordpress [2601] #html,#azure [2571] #wordpress,#security Top Word Pairs in Tweet in G1:
[161] #rstats,#dataviz [119] data,visualization [98] years,ago [96] always,wanted [95] many,years [95] ago,carnidc [95] carnidc,shared [95] shared,career [95] career,path [95] path,stream Top Word Pairs in Tweet in G2:
[3076] #fintech,#insurtech [2852] #iot,#iiot [2791] #mlops,#flutter [2780] #infosec,#devops [2775] #datavis,#infosec [2709] #javascript,#reactjs [2675] #flutter,#html [2603] #reactjs,#wordpress [2600] #html,#azure [2568] #wordpress,#security Top Word Pairs in Tweet in G3:
[276] #dataviz,#globalwarming [256] #globalwarming,#climatechange [245] global,temperature [243] temperature,last [243] last,24000 [243] 24000,years [243] years,showing [243] showing,world [243] world,leaving [243] leaving,ice Top Word Pairs in Tweet in G4:
[282] sequías,españa [163] #dataviz,#rstats [162] incluyendo,año [162] año,pasado [162] pasado,cuándo [162] cuándo,hubo [162] hubo,sequías [162] islas,baleares [162] 1961,2021 [162] 2021,#dataviz Top Word Pairs in Tweet in G5:
[375] #rstats,#maps [372] #maps,#dataviz [332] #dataviz,#datascience [297] today,international [297] international,day [297] day,women [297] women,girls [297] girls,science [297] science,mapped [297] mapped,female Top Word Pairs in Tweet in G6:
[29] see,more [29] #dataviz,see [28] graphic,detail [28] detail,#dataviz [27] source,#nyc [27] #nyc,#dataviz [14] map,source [12] #dataviz,#datavisualization [11] over,330 [11] 330,#fiverr Top Word Pairs in Tweet in G7:
[80] #python,using [68] map,made [68] made,#python [59] using,#matplotlib [59] #matplotlib,#numpy [51] #gischat,#eochat [49] #datascience,#datavisualization [47] bit,fun [47] fun,friday [47] friday,map Top Word Pairs in Tweet in G8:
[111] hana_elsayyed,shi4tech [93] curieuxexplorer,khulood_almani [83] nevillegaunt,betamoroney [73] #dataviz,chboursin [69] chboursin,joannmoretti [66] baski_la,nevillegaunt [66] betamoroney,hana_elsayyed [54] annual,number [54] number,#deaths [54] #deaths,cause Top Word Pairs in Tweet in G9:
[94] countries,connected [94] connected,biggest [94] biggest,trading [94] trading,partner [94] partner,exports [94] exports,imports [94] imports,2020 [94] 2020,china [94] china,dominates [94] dominates,picture Top Word Pairs in Tweet in G10:
[62] #rstats,code [60] article,r_graph_gallery [60] r_graph_gallery,exactly [60] exactly,needed [60] needed,class [60] class,discussing [60] discussing,issues [60] issues,pie [60] pie,charts [60] charts,week Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
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 G7:
Top Mentioned in G8:
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: