The graph represents a network of 4,080 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, 25 June 2021 at 00:14 UTC.
The requested start date was Friday, 25 June 2021 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 6-day, 17-hour, 47-minute period from Thursday, 17 June 2021 at 09:18 UTC to Thursday, 24 June 2021 at 03:05 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 : 4080
Unique Edges : 2900
Edges With Duplicates : 13306
Total Edges : 16206
Number of Edge Types : 5
Tweet : 1262
Retweet : 5648
MentionsInRetweet : 7529
Mentions : 1536
Replies to : 231
Self-Loops : 1337
Reciprocated Vertex Pair Ratio : 0.0232991612301957
Reciprocated Edge Ratio : 0.0455373406193078
Connected Components : 428
Single-Vertex Connected Components : 184
Maximum Vertices in a Connected Component : 2894
Maximum Edges in a Connected Component : 14251
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.659734
Graph Density : 0.000395858269760466
Modularity : 0.368394
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,080 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, 25 June 2021 at 00:14 UTC.
The requested start date was Friday, 25 June 2021 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 6-day, 17-hour, 47-minute period from Thursday, 17 June 2021 at 09:18 UTC to Thursday, 24 June 2021 at 03:05 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:
[909] #analytics,#bigdata [899] #datascientists,#analytics [829] #rstats,#ai [821] #bigdata,#rstats [676] #100daysofcode,#ai [648] #ai,#analytics [534] catherineadenle,infographic [524] big,data [477] #analytics,#ar [434] #bigdata,#cloud Top Word Pairs in Tweet in G1:
[882] #analytics,#bigdata [875] #datascientists,#analytics [805] #rstats,#ai [798] #bigdata,#rstats [650] #100daysofcode,#ai [621] #ai,#analytics [520] catherineadenle,infographic [507] big,data [454] #analytics,#ar [421] #bigdata,#cloud Top Word Pairs in Tweet in G2:
[60] esse,número [57] test,#test [48] adultos,sp [48] sp,estarem [48] mantido,ritmo [48] ritmo,últimos [48] #rstats,#dataviz [47] previsão,esse [47] número,cumpra [47] cumpra,em Top Word Pairs in Tweet in G3:
[26] graphic,detail [26] detail,#dataviz [26] #dataviz,see [26] see,more [11] data,visualization [8] covid,19 [8] 06,2020 [8] sp,morte [8] morte,morte#1 [8] morte#1,masculino Top Word Pairs in Tweet in G4:
[26] dataviz,project [18] here's,latest [18] covid,19 [18] 19,vaccination [18] vaccination,stats [17] june,2021 [15] erictopol,here's [15] variant,data [15] variant,picture [15] data,gisaid Top Word Pairs in Tweet in G5:
[79] thought,world [79] world,complete [79] complete,silence [79] silence,during [79] during,covid [79] covid,pandemic [79] pandemic,2020 [79] 2020,seems [79] seems,noise [79] noise,going Top Word Pairs in Tweet in G6:
[16] sommes,heureux [16] heureux,très [16] très,fiers [16] fiers,annoncer [16] annoncer,notre [16] notre,travail [16] travail,été [16] été,primé [16] primé,concours [16] concours,international Top Word Pairs in Tweet in G7:
[62] excited,one [62] one,today [62] today,rosemintzers [62] rosemintzers,publish [62] publish,collection [62] collection,beautiful [62] beautiful,news [61] lisacrost,excited [61] news,#datav [10] working,embroidered Top Word Pairs in Tweet in G8:
[62] alextuowang,wrote [61] wrote,small [61] small,tutorial [61] tutorial,make [61] make,color [61] color,palettes [61] palettes,themes [61] themes,ggplot2 [61] ggplot2,once [61] once,finish Top Word Pairs in Tweet in G9:
[44] giswqs,#leafmap [33] starting,tutorial [33] tutorial,series [33] series,using [33] using,#leafmap [33] #leafmap,python [33] python,package [33] package,check [33] check,first [33] first,episode Top Word Pairs in Tweet in G10:
[35] #python,#dataviz [34] image,week [34] week,contour [34] contour,plots [34] plots,drop [34] drop,shadows [34] shadows,matplotlib [34] matplotlib,#python [34] #dataviz,more [33] nprougier,image Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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 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: