The graph represents a network of 5,223 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, 12 November 2021 at 01:15 UTC.
The requested start date was Friday, 12 November 2021 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 5-day, 11-hour, 24-minute period from Friday, 05 November 2021 at 15:34 UTC to Thursday, 11 November 2021 at 02:58 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 : 5223
Unique Edges : 3404
Edges With Duplicates : 13563
Total Edges : 16967
Number of Edge Types : 5
Retweet : 6115
MentionsInRetweet : 8488
Tweet : 989
Replies to : 127
Mentions : 1248
Self-Loops : 1078
Reciprocated Vertex Pair Ratio : 0.0170461615030484
Reciprocated Edge Ratio : 0.0335209199902129
Connected Components : 426
Single-Vertex Connected Components : 190
Maximum Vertices in a Connected Component : 4089
Maximum Edges in a Connected Component : 15043
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.242956
Graph Density : 0.000299693787304525
Modularity : 0.444107
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,223 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, 12 November 2021 at 01:15 UTC.
The requested start date was Friday, 12 November 2021 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 5-day, 11-hour, 24-minute period from Friday, 05 November 2021 at 15:34 UTC to Thursday, 11 November 2021 at 02:58 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:
[818] map,shows [790] data,source [786] data,link [786] link,data [786] source,map [782] shows,female [782] female,researchers [782] researchers,europe [782] europe,according [782] according,unesco Top Word Pairs in Tweet in G1:
[756] map,shows [751] shows,female [751] female,researchers [751] researchers,europe [751] europe,according [751] according,unesco [751] unesco,data [751] data,link [751] link,data [751] data,source Top Word Pairs in Tweet in G2:
[186] #30daymapchallenge,day [95] blakerobmills,map [87] map,day [78] data,visualization [73] #rstats,#dataviz [55] week's,#tidytuesday [54] day,monochrome [52] day,openstreetmap [47] day,red [46] day,10 Top Word Pairs in Tweet in G3:
[652] #analytics,#bigdata [575] #bigdata,#ai [496] #datascience,#programming [430] #ai,#python [359] #datascientists,#analytics [334] #programming,#analytics [327] #machinelearning,#datascientists [325] inside,#machinelearning [325] #datascientists,ingliguori [325] ingliguori,#datascience Top Word Pairs in Tweet in G4:
[85] #streamlit,web [85] web,app [84] using,interactive [84] interactive,#streamlit [70] #30daymapchallenge,day [62] shinysci,#30daymapchallenge [57] creating,annual [57] annual,sentinel [57] sentinel,timelapse [57] timelapse,2015 Top Word Pairs in Tweet in G5:
[154] #space,#dataviz [154] #dataviz,jeroenbartelse [153] comparing,rotational [153] rotational,speed [153] speed,planets [153] planets,solar [153] solar,system [153] system,physicsj [153] physicsj,#space [152] frronconi,comparing Top Word Pairs in Tweet in G6:
[21] #dataviz,see [20] graphic,detail [20] detail,#dataviz [20] see,more [10] #datavis,#learning [9] covid,19 [8] stories,data [7] #learning,#machinelearning [7] prefecture,japan [7] #dataviz,#gis Top Word Pairs in Tweet in G7:
[78] global,temperature [78] temperature,#dataviz [78] #dataviz,neilrkaye [78] neilrkaye,1860 [78] 1860,2021 [78] 2021,shows [78] shows,rapid [78] rapid,acceleration [78] acceleration,temperatures [78] temperatures,over Top Word Pairs in Tweet in G8:
[11] case,missed [9] dashboards,become [9] become,shorthand [9] shorthand,data [9] data,display [9] display,learn [9] learn,akrackov [9] akrackov,finds [9] finds,sometimes [9] sometimes,dashboards Top Word Pairs in Tweet in G9:
[80] analyzed,air [80] air,quality [80] quality,data [80] data,gathered [80] gathered,epa [80] epa,#la [80] #la,county [80] county,see [80] see,effects [80] effects,california Top Word Pairs in Tweet in G10:
[114] aujourd'hui,libe [114] libe,explore [114] explore,#dataviz [114] #dataviz,ce [114] ce,#chasse [114] #chasse,fait [114] fait,aux [114] aux,animaux [114] animaux,plus [114] plus,22 Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G8:
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: