The graph represents a network of 3,380 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 February 2021 at 01:23 UTC.
The requested start date was Friday, 12 February 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 4-day, 18-hour, 10-minute period from Saturday, 06 February 2021 at 11:09 UTC to Thursday, 11 February 2021 at 05:20 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 : 3380
Unique Edges : 2334
Edges With Duplicates : 14680
Total Edges : 17014
Number of Edge Types : 5
Retweet : 6166
MentionsInRetweet : 8490
Tweet : 945
Mentions : 1238
Replies to : 175
Self-Loops : 1012
Reciprocated Vertex Pair Ratio : 0.0278868813825609
Reciprocated Edge Ratio : 0.0542606037447459
Connected Components : 460
Single-Vertex Connected Components : 186
Maximum Vertices in a Connected Component : 2147
Maximum Edges in a Connected Component : 14898
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.22695
Graph Density : 0.000458277807061016
Modularity : 0.277828
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 3,380 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 February 2021 at 01:23 UTC.
The requested start date was Friday, 12 February 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 4-day, 18-hour, 10-minute period from Saturday, 06 February 2021 at 11:09 UTC to Thursday, 11 February 2021 at 05:20 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:
[1904] #100daysofcode,#ai [1656] #ai,#analytics [467] ai_miami,strat_ai [336] strat_ai,#100daysofcode [334] #analytics,#bigdata [325] #ai,#machinelearning [321] read,#ai [305] #rstats,#reactjs [303] strat_ai,top [289] #python,#rstats Top Word Pairs in Tweet in G1:
[1890] #100daysofcode,#ai [1643] #ai,#analytics [463] ai_miami,strat_ai [333] strat_ai,#100daysofcode [331] #analytics,#bigdata [320] #ai,#machinelearning [314] read,#ai [305] #rstats,#reactjs [303] strat_ai,top [287] #python,#rstats Top Word Pairs in Tweet in G2:
[67] thanks,attending [67] attending,#outlier2021 [67] #outlier2021,talk [67] talk,session [67] session,find [67] find,resources [67] resources,tutorial [67] tutorial,codes [66] cedscherer,thanks [66] codes,pen Top Word Pairs in Tweet in G3:
[15] data,visualization [11] read,#client [11] #client,#reviews [10] #reviews,#questions [9] #website,#analysis [8] #dataviz,#datavisualization [8] skipers,vendee [8] vendee,globe [8] globe,mohamed [8] mohamed,menasria Top Word Pairs in Tweet in G4:
[38] crossword,puzzle [36] designed,wait [36] wait,#dataviz [36] #dataviz,crossword [36] puzzle,weekend [36] weekend,yes [36] yes,believe [36] believe,myself [36] myself,send [36] send,winner Top Word Pairs in Tweet in G5:
[87] #dataviz,source [34] vegetation,#africa [34] #africa,2019 [34] 2019,#dataviz [33] randal_olson,vegetation [22] over,past [20] electric,vehicles [20] beaten,sales [20] sales,forecasts [20] forecasts,over Top Word Pairs in Tweet in G6:
[60] earth,engine [50] engine,image [46] playlist,#geemap [46] #geemap,#earthengine [45] getting,started [42] giswqs,getting [33] youtube,playlist [32] started,earth [32] video,playlist [30] image,video Top Word Pairs in Tweet in G7:
[39] fish,data [38] case,wondering [38] wondering,y'all [38] y'all,know [38] know,officially [38] officially,more [38] more,10k [38] 10k,people [38] people,love [38] love,fish Top Word Pairs in Tweet in G8:
[68] need,help [68] help,#dataviz [68] #dataviz,check [68] check,superplotsofdata [68] superplotsofdata,joachimgoedhart [68] joachimgoedhart,free [68] free,web [68] web,app [68] app,transparent [68] transparent,display Top Word Pairs in Tweet in G9:
[33] hi,charts [33] charts,rawgraphs [30] rawgraphs,available [30] available,crowdfunding [30] crowdfunding,campaign [30] campaign,supporters [30] supporters,soon [30] soon,available [29] rawgraphs,hi [29] available,everyon Top Word Pairs in Tweet in G10:
[57] premium,generative [57] generative,art [57] art,shirt [48] map,generated [48] generated,#python [46] #python,using [46] using,#matplotlib [45] live,map [45] #matplotlib,#numpy [45] #numpy,#pandas Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
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: