The graph represents a network of 4,342 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, 08 January 2021 at 01:31 UTC.
The requested start date was Friday, 08 January 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 8-day, 8-hour, 4-minute period from Tuesday, 29 December 2020 at 21:19 UTC to Thursday, 07 January 2021 at 05:24 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 : 4342
Unique Edges : 2751
Edges With Duplicates : 12560
Total Edges : 15311
Number of Edge Types : 5
Retweet : 5525
MentionsInRetweet : 6594
Mentions : 1489
Tweet : 1497
Replies to : 206
Self-Loops : 1607
Reciprocated Vertex Pair Ratio : 0.0213717693836978
Reciprocated Edge Ratio : 0.0418491484184915
Connected Components : 589
Single-Vertex Connected Components : 264
Maximum Vertices in a Connected Component : 2659
Maximum Edges in a Connected Component : 12227
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.237894
Graph Density : 0.000327079613565384
Modularity : 0.376838
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,342 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, 08 January 2021 at 01:31 UTC.
The requested start date was Friday, 08 January 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 8-day, 8-hour, 4-minute period from Tuesday, 29 December 2020 at 21:19 UTC to Thursday, 07 January 2021 at 05:24 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:
[341] #bigdataqueen,#bigdata [307] data,visualization [260] #ai,#machinelearning [258] top,10 [257] machine,learning [249] premium,generative [249] generative,art [249] art,shirt [245] data,science [241] #ai,#100daysofcode Top Word Pairs in Tweet in G1:
[337] #bigdataqueen,#bigdata [256] #ai,#machinelearning [255] machine,learning [241] #ai,#100daysofcode [240] #python,#ai [230] data,science [221] data,visualization [207] #bigdata,#python [199] data,scientist [188] #artificialintelligence,#ai Top Word Pairs in Tweet in G2:
[31] excited,share [30] share,outlier [30] outlier,speakers [30] speakers,announced [30] announced,read [30] read,approached [29] outlierconf,excited [29] approached,choosi [28] #website,#analysis [21] over,300 Top Word Pairs in Tweet in G3:
[66] #rstats,#dataviz [34] inspired,favourite [34] favourite,illustration [34] illustration,allison_horst [34] allison_horst,palmerpenguins [34] palmerpenguins,made [34] made,gif [34] gif,comparing [34] comparing,descriptive [33] toeb18,inspired Top Word Pairs in Tweet in G4:
[28] see,more [27] graphic,detail [27] detail,#dataviz [27] #dataviz,see [15] data,visualization [14] #mapa,#violencia [14] #violencia,#dadosabertos [14] #dadosabertos,#transparencia [14] #transparencia,#dataviz [13] 01,2020 Top Word Pairs in Tweet in G5:
[141] #dataviz,#datascience [139] map,shows [136] milos_agathon,map [119] shows,covid19 [119] covid19,related [119] related,deaths [119] deaths,million [119] million,inhabitants [119] inhabitants,europe [119] europe,#covid19 Top Word Pairs in Tweet in G6:
[115] #dataviz,source [94] 2020,#dataviz [79] popular,desktop [79] desktop,laptop [79] laptop,operating [79] operating,systems [79] systems,2003 [79] 2003,2020 [77] randal_olson,popular [26] 2020,presidential Top Word Pairs in Tweet in G7:
[86] temperature,rainfall [86] rainfall,sunshine [86] top,10 [50] summary,uk [50] uk,temperature [50] sunshine,2020 [50] 2020,top [50] 10,warmest [50] warmest,wettest [50] wettest,sunniest Top Word Pairs in Tweet in G8:
[95] gee,tutorial [92] giswqs,gee [50] notebook,video [49] create,publication [49] publication,quality [49] quality,maps [46] tutorial,#52 [46] #52,create [46] create,timelapse [46] timelapse,animations Top Word Pairs in Tweet in G9:
[17] first,#makeovermonday [16] #makeovermonday,2021 [15] #powerbi,#dataviz [13] #tableau,#dataviz [11] #dataviz,#tableau [9] calling,#powerbi [9] #dataviz,speakers [9] speakers,looking [9] looking,fill [9] fill,2021 Top Word Pairs in Tweet in G10:
[16] over,third [14] 47,billion [14] billion,people [14] people,worldwide [14] worldwide,directly [14] directly,exposed [14] exposed,risk [14] risk,intense [14] intense,flooding [14] flooding,over Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: