The graph represents a network of 5,072 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 10,000 tweets. The network was obtained from Twitter on Thursday, 25 March 2021 at 19:27 UTC.
The tweets in the network were tweeted over the 7-day, 4-hour, 56-minute period from Thursday, 18 March 2021 at 13:33 UTC to Thursday, 25 March 2021 at 18:30 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 : 5072
Unique Edges : 10573
Edges With Duplicates : 6896
Total Edges : 17469
Number of Edge Types : 5
Retweet : 8154
Mentions : 1692
MentionsInRetweet : 5954
Tweet : 1260
Replies to : 409
Self-Loops : 1359
Reciprocated Vertex Pair Ratio : 0.0189514700673043
Reciprocated Edge Ratio : 0.0371979836606988
Connected Components : 326
Single-Vertex Connected Components : 152
Maximum Vertices in a Connected Component : 4374
Maximum Edges in a Connected Component : 16631
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.928965
Graph Density : 0.000447354195036165
Modularity : 0.553208
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 5,072 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 10,000 tweets. The network was obtained from Twitter on Thursday, 25 March 2021 at 19:27 UTC.
The tweets in the network were tweeted over the 7-day, 4-hour, 56-minute period from Thursday, 18 March 2021 at 13:33 UTC to Thursday, 25 March 2021 at 18:30 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:
[1550] #100daysofcode,#ai [1535] #ai,#analytics [1465] #coding,#dataviz [1457] #tech,#vr [1454] #bigdata,#cloud [1435] #cloud,#coding [1362] #dataviz,#datascience [1351] #vr,#womenwhocode [1330] #iot,#javascript [1209] #python,#tech Top Word Pairs in Tweet in G1:
[183] #rstats,#ggplot2 [180] #ggplot2,#dataviz [178] #rstats,#dataviz [171] tutorial,codes [169] repository,includes [169] includes,full [169] full,list [169] list,links [169] links,slides [169] slides,recording Top Word Pairs in Tweet in G2:
[133] #gamecharts,#dataviz [74] nba,nbastats [70] 2021,#ncaabasketball [70] #ncaabasketball,#marchmadness [70] #marchmadness,#gamecharts [67] 2021,nba [64] #dataviz,#datavisualization [63] nbastats,#gamecharts [44] #dataviz,#datascience [43] data,visualization Top Word Pairs in Tweet in G3:
[1496] #100daysofcode,#ai [1481] #ai,#analytics [1418] #coding,#dataviz [1406] #bigdata,#cloud [1405] #tech,#vr [1388] #cloud,#coding [1307] #vr,#womenwhocode [1289] #iot,#javascript [1169] #python,#tech [1137] #dataviz,#datascience Top Word Pairs in Tweet in G4:
[406] #dataviz,#climate [389] #rstats,#rspatial [389] #rspatial,#dataviz [388] average,temperature [388] temperature,24 [388] 24,hours [388] hours,august [388] august,2020 [388] 2020,see [388] see,lot Top Word Pairs in Tweet in G5:
[196] data,journalism [173] excited,announce [170] #dataviz,#openaccess [169] announce,data [169] journalism,handbook [169] handbook,towards [169] towards,critical [169] critical,data [169] data,practice [169] practice,published Top Word Pairs in Tweet in G6:
[168] #gistribe,#dataviz [150] huge,thanks [111] animation,showing [110] oilsheppard,harrydemps [110] harrydemps,hebamks [109] showing,grounded [109] grounded,container [109] container,ship [109] ship,brought [109] brought,suez Top Word Pairs in Tweet in G7:
[167] #dataviz,source [110] 30,years [110] years,interest [110] interest,rate [110] rate,history [110] history,summarized [110] summarized,#dataviz [35] average,temperature [35] temperature,throughout [35] throughout,day Top Word Pairs in Tweet in G8:
[8] #data,#dataviz [8] #datascience,#dataviz [7] diferentes,estilos [7] transmitir,diferentes [7] diferentes,significados [7] qlik,#dataviz [6] #datavisualization,#dataviz [6] color,scale [5] #dataviz,#data [5] scale,use Top Word Pairs in Tweet in G9:
[128] #gis,#remotesensing [120] #geopython,#gischat [120] #gischat,#eochat [117] #jupyter,#mapping [113] #earthengine,#gis [104] #remotesensing,#python [84] #geemap,#earthengine [76] #eochat,#jupyter [76] #mapping,#dataviz [65] playlist,#geemap Top Word Pairs in Tweet in G10:
[132] #dataviz,#datascience [128] #maps,#rstats [123] #datascience,#maps [93] map,europe [92] europe,local [92] local,administrative [92] administrative,unit [88] today,international [88] international,day [88] day,forests 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 G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: