The graph represents a network of 4,972 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 Friday, 28 January 2022 at 18:22 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 50-minute period from Thursday, 20 January 2022 at 16:43 UTC to Friday, 28 January 2022 at 17:34 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 : 4972
Unique Edges : 9987
Edges With Duplicates : 5247
Total Edges : 15234
Number of Edge Types : 5
Retweet : 6705
MentionsInRetweet : 5852
Tweet : 1184
Mentions : 1397
Replies to : 96
Self-Loops : 1295
Reciprocated Vertex Pair Ratio : 0.015285071267817
Reciprocated Edge Ratio : 0.0301099104091623
Connected Components : 415
Single-Vertex Connected Components : 195
Maximum Vertices in a Connected Component : 3945
Maximum Edges in a Connected Component : 13803
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.749023
Graph Density : 0.000438059651853639
Modularity : 0.59238
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,972 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 Friday, 28 January 2022 at 18:22 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 50-minute period from Thursday, 20 January 2022 at 16:43 UTC to Friday, 28 January 2022 at 17:34 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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1117] #bigdata,#analytics [953] #dataviz,#python [846] #100daysofcode,#100daysofmlcode [802] #tech,#100daysofcode [792] #100daysofmlcode,#codenewbie [792] #codenewbie,#dataviz [712] #iiot,#machinelearning [685] #analytics,#ai [654] #technology,#tech [642] #machinelearning,#deeplearning Top Word Pairs in Tweet in G1:
[1040] #bigdata,#analytics [888] #dataviz,#python [792] #100daysofcode,#100daysofmlcode [751] #tech,#100daysofcode [743] #100daysofmlcode,#codenewbie [743] #codenewbie,#dataviz [666] #iiot,#machinelearning [627] #analytics,#ai [613] #technology,#tech [605] #machinelearning,#deeplearning Top Word Pairs in Tweet in G2:
[238] #rstats,#dataviz [144] data,visualization [141] #dataviz,#rstats [133] #rstats,#ggplot2 [101] #dataviz,#datavisualization [97] data,viz [89] board,games [84] #datavisualization,#dataviz [82] code,#rstats [78] #ggplot2,#dataviz Top Word Pairs in Tweet in G3:
[51] 2022,#analysis [51] #analysis,#breakingnews [51] #breakingnews,#canada [51] #canada,#currentaffairs [51] #currentaffairs,#dataviz [51] #dataviz,#liberal [51] #liberal,#news [51] #news,#politics [51] #politics,#progressive [51] #progressive,#taypeinernat Top Word Pairs in Tweet in G4:
[259] #globalwarming,#climatechange [251] long,hottest [251] hottest,coldest [251] coldest,record [251] record,world [176] #dataviz,#globalwarming [172] world,#dataviz [81] #dataviz,neilrkaye [79] world,check [79] check,great Top Word Pairs in Tweet in G5:
[159] 1910,2021 [158] film,genre [158] genre,popularity [158] popularity,1910 [157] ish,#dataviz [157] #dataviz,film [157] 2021,original [157] original,project [157] project,time [157] time,update Top Word Pairs in Tweet in G6:
[62] #eochat,#gischat [57] tutorial,github [52] #maps,#gis [51] #gischat,#dataviz [50] article,#maps [50] #gis,#dataviz [50] #dataviz,#geospatial [48] #maps,#rstats [47] #gis,#urbananalytics [47] #urbananalytics,#spatialdata Top Word Pairs in Tweet in G7:
[28] source,#nyc [28] #nyc,#dataviz [15] map,source [14] blog,post [13] #dataanalytics,#dataviz [8] data,visualization [7] #data,#dataviz [7] #ddj,#dataviz [6] #datascience,#dataviz [6] check,#dataviz Top Word Pairs in Tweet in G8:
[55] modality,tool [55] tool,visualising [55] visualising,place [55] place,mobility [55] mobility,solutions [55] solutions,analysing [55] analysing,impact [55] impact,allowing [55] allowing,scenarios [55] scenarios,tested Top Word Pairs in Tweet in G9:
[114] #rstats,#dataviz [112] distribución,de [112] de,tipos [112] tipos,de [112] de,bosques [112] bosques,en [112] en,2019 [112] 2019,datos [112] datos,de [112] de,#rstats Top Word Pairs in Tweet in G10:
[72] #dataviz,chboursin [54] hana_elsayyed,shi4tech [39] betamoroney,kalydeoo [39] enilev,khulood_almani [36] visualcap,#science [36] #science,#biodiversity [36] #biodiversity,#dataviz [36] chboursin,hana_elsayyed [36] hana_elsayyed,curieuxexplorer [36] curieuxexplorer,betamoroney 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 G5:
Top Replied-To in G6:
Top Replied-To in G10:
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 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: