The graph represents a network of 3,138 Twitter users whose recent tweets contained "#dataviz", 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 Thursday, 07 January 2021 at 11:11 UTC.
The tweets in the network were tweeted over the 7-day, 12-hour, 40-minute period from Wednesday, 30 December 2020 at 21:52 UTC to Thursday, 07 January 2021 at 10:32 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 : 3138
Unique Edges : 5553
Edges With Duplicates : 3436
Total Edges : 8989
Number of Edge Types : 5
MentionsInRetweet : 2573
Mentions : 1013
Retweet : 4246
Tweet : 1017
Replies to : 140
Self-Loops : 1085
Reciprocated Vertex Pair Ratio : 0.0137079031985107
Reciprocated Edge Ratio : 0.0270450751252087
Connected Components : 386
Single-Vertex Connected Components : 182
Maximum Vertices in a Connected Component : 2077
Maximum Edges in a Connected Component : 7281
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.893917
Graph Density : 0.000608498293258794
Modularity : 0.577453
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,138 Twitter users whose recent tweets contained "#dataviz", 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 Thursday, 07 January 2021 at 11:11 UTC.
The tweets in the network were tweeted over the 7-day, 12-hour, 40-minute period from Wednesday, 30 December 2020 at 21:52 UTC to Thursday, 07 January 2021 at 10:32 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
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:
[507] #ai,#100daysofcode [496] #100daysofcode,#devcommunity [441] #ai,#machinelearning [411] #javascript,#serverless [409] #rstats,#dataviz [384] #machinelearning,#datascience [348] #bigdata,#python [343] #devcommunity,#iot [333] #ml,#datascience [315] #bigdataqueen,#bigdata Top Word Pairs in Tweet in G1:
[497] #ai,#100daysofcode [486] #100daysofcode,#devcommunity [431] #ai,#machinelearning [400] #javascript,#serverless [375] #machinelearning,#datascience [343] #bigdata,#python [337] #devcommunity,#iot [328] #ml,#datascience [311] #bigdataqueen,#bigdata [311] #python,#machinelearning Top Word Pairs in Tweet in G2:
[194] #dataviz,#datascience [154] map,shows [143] shows,covid19 [143] covid19,related [143] related,deaths [143] deaths,million [143] million,inhabitants [143] inhabitants,europe [143] europe,#covid19 [143] #covid19,#dataviz Top Word Pairs in Tweet in G3:
[150] #rstats,#dataviz [46] #rstats,#tidyverse [40] #tidyverse,#ggplot2 [37] done,#rstats [36] #ggplot2,#gganimate [36] #gganimate,#dataviz [34] inspired,favourite [34] favourite,illustration [34] illustration,allison_horst [34] allison_horst,palmerpenguins Top Word Pairs in Tweet in G4:
[25] graphic,detail [25] detail,#dataviz [25] #dataviz,see [25] see,more [15] #mapa,#violencia [15] #violencia,#dadosabertos [15] #dadosabertos,#transparencia [15] #transparencia,#dataviz [14] #data,#dataviz [14] 01,2020 Top Word Pairs in Tweet in G5:
[24] #ddj,#dataviz [18] jan,4th [17] #covid19,case [17] case,mapper [17] mapper,#dataviz [17] #dataviz,supported [17] supported,google [17] google,news [17] news,initiative [17] initiative,shows Top Word Pairs in Tweet in G6:
[35] #outlier2021,#dataviz [29] excited,share [29] share,outlier [29] outlier,speakers [29] speakers,announced [29] announced,read [29] read,approached [29] approached,choosing [29] choosing,speaker [29] speaker,lineup Top Word Pairs in Tweet in G7:
[95] #gis,#remotesensing [95] #remotesensing,#python [95] #python,#jupyter [95] #jupyter,#mapping [95] #mapping,#ipyleaflet [93] gee,tutorial [93] notebook,video [93] video,#geemap [93] #geemap,#earthengine [93] #earthengine,#gis Top Word Pairs in Tweet in G8:
[86] temperature,rainfall [86] rainfall,sunshine [86] top,10 [77] last,12 [77] 12,months [77] months,read [77] read,more [64] neilrkaye,shows [64] summary,last [64] more,co Top Word Pairs in Tweet in G9:
[30] #tableau,#dataviz [29] #datafam,#dataviz [25] #dataviz,#tableau [25] first,#makeovermonday [19] #datafam,#tableau [19] #dataviz,#datavisualization [19] #makeovermonday,2021 [17] #dataviz,#datafam [16] viz,link [13] 2021,week Top Word Pairs in Tweet in G10:
[38] #dataviz,source [23] 2020,presidential [23] presidential,election [23] election,results [23] results,#dataviz [23] #dataviz,bubbles [23] bubbles,contiguous [23] contiguous,source [15] 2020,#dataviz [9] comparing,#covid19 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: