The graph represents a network of 6,441 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-01-31 until:2022-02-07", 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 Tuesday, 08 February 2022 at 13:31 UTC.
The tweets in the network were tweeted over the 4-day, 19-hour, 13-minute period from Wednesday, 02 February 2022 at 04:44 UTC to Sunday, 06 February 2022 at 23:57 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 : 6441
Unique Edges : 11815
Edges With Duplicates : 24698
Total Edges : 36513
Number of Edge Types : 5
Retweet : 16480
MentionsInRetweet : 14473
Replies to : 2488
Tweet : 1025
Mentions : 2047
Self-Loops : 1308
Reciprocated Vertex Pair Ratio : 0.0282651787680787
Reciprocated Edge Ratio : 0.0549764386691418
Connected Components : 439
Single-Vertex Connected Components : 211
Maximum Vertices in a Connected Component : 5232
Maximum Edges in a Connected Component : 34652
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.549846
Graph Density : 0.000337656376416223
Modularity : 0.336786
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,441 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-01-31 until:2022-02-07", 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 Tuesday, 08 February 2022 at 13:31 UTC.
The tweets in the network were tweeted over the 4-day, 19-hour, 13-minute period from Wednesday, 02 February 2022 at 04:44 UTC to Sunday, 06 February 2022 at 23:57 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:2022-01-31 until:2022-02-07
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:
[8645] #fintech,#insurtech [7997] #iot,#iiot [7361] #flutter,#html [7359] #mlops,#flutter [7284] #javascript,#reactjs [7282] #html,#azure [7239] #datavis,#infosec [7111] #infosec,#devops [7086] #wordpress,#security [7012] #reactjs,#wordpress Top Word Pairs in Tweet in G1:
[1324] countries,connected [1324] connected,biggest [1324] biggest,trading [1324] trading,partner [1324] partner,exports [1324] exports,imports [1324] imports,2020 [1324] 2020,china [1324] china,dominates [1324] dominates,picture Top Word Pairs in Tweet in G2:
[183] #rstats,#dataviz [84] haber,bosch [80] #dataviz,#taiwan [71] week's,#tidytuesday [65] #taiwandatastories,collab [62] #taiwan,#bubbletea [61] more,experiments [61] experiments,#physical [61] #physical,#dataviz [61] #dataviz,turned Top Word Pairs in Tweet in G3:
[8640] #fintech,#insurtech [7987] #iot,#iiot [7359] #flutter,#html [7357] #mlops,#flutter [7282] #javascript,#reactjs [7280] #html,#azure [7235] #datavis,#infosec [7109] #infosec,#devops [7084] #wordpress,#security [7010] #reactjs,#wordpress Top Word Pairs in Tweet in G4:
[658] sequías,españa [334] #dataviz,#rstats [334] 2021,#dataviz [332] 1961,2021 [329] hoy,podido [329] podido,actualizar [329] actualizar,mapas [329] mapas,sequías [329] españa,incluyendo [329] incluyendo,año Top Word Pairs in Tweet in G5:
[293] #dataviz,#globalwarming [266] world,warming [266] warming,land [266] land,warming [266] warming,faster [266] faster,oceans [266] oceans,arctic [266] arctic,warming [266] warming,fastest [266] fastest,shows Top Word Pairs in Tweet in G6:
[20] graphic,detail [20] detail,#dataviz [20] #dataviz,see [20] see,more [18] source,#nyc [18] #nyc,#dataviz [13] map,source [10] data,visualization [10] view,more [10] more,lidar Top Word Pairs in Tweet in G7:
[96] #analytics,#dataviz [80] #100daysofcode,#100daysofmlcode [78] #datascience,#bigdata [78] #ai,#ml [78] #coding,#java [78] #tech,#analytics [76] data,science [73] #bigdata,#data [73] #data,#datasets [73] #datasets,#datascientist Top Word Pairs in Tweet in G8:
[164] grammar,graphic [87] #julialang,#dataviz [85] graphic,julia [85] algebra,graphics [85] julia,package [85] inspired,r's [85] #dataviz,#rstats [84] data,visualization [79] julia,algebra [79] graphics,extension Top Word Pairs in Tweet in G9:
[97] #datascience,#maps [66] #maps,#rstats [58] #dataviz,#datascience [52] check,many [52] many,europeans [52] europeans,used [52] used,internet [52] internet,communicate [52] communicate,government [52] government,last Top Word Pairs in Tweet in G10:
[39] #tableau,#dataviz [39] #ironviz,2022 [36] 2022,qualifier [36] qualifier,submission [36] submission,james [36] james,bond [36] bond,movie [36] movie,franchise [36] franchise,art [36] art,generally 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 G10:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: