The graph represents a network of 3,766 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, 11 March 2022 at 01:13 UTC.
The requested start date was Friday, 11 March 2022 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 6-day, 7-hour, 43-minute period from Thursday, 03 March 2022 at 18:56 UTC to Thursday, 10 March 2022 at 02:39 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 : 3766
Unique Edges : 2588
Edges With Duplicates : 15508
Total Edges : 18096
Number of Edge Types : 5
Retweet : 6465
MentionsInRetweet : 9463
Mentions : 1247
Tweet : 757
Replies to : 164
Self-Loops : 864
Reciprocated Vertex Pair Ratio : 0.0191920755301037
Reciprocated Edge Ratio : 0.037661351556568
Connected Components : 340
Single-Vertex Connected Components : 134
Maximum Vertices in a Connected Component : 2678
Maximum Edges in a Connected Component : 16213
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.465004
Graph Density : 0.000464419539050384
Modularity : 0.333396
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,766 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, 11 March 2022 at 01:13 UTC.
The requested start date was Friday, 11 March 2022 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 6-day, 7-hour, 43-minute period from Thursday, 03 March 2022 at 18:56 UTC to Thursday, 10 March 2022 at 02:39 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:
[2646] #javascript,#reactjs [2554] #iot,#iiot [2449] #python,#iot [2385] #reactjs,#wordpress [2141] #wordpress,#security [2064] #iiot,#pytorch [1776] #security,#defi [1516] #pytorch,#javascript [1150] #defi,#ad [724] #python,#ai Top Word Pairs in Tweet in G1:
[2594] #javascript,#reactjs [2498] #iot,#iiot [2410] #python,#iot [2337] #reactjs,#wordpress [2102] #wordpress,#security [2022] #iiot,#pytorch [1748] #security,#defi [1495] #pytorch,#javascript [1130] #defi,#ad [705] #python,#ai Top Word Pairs in Tweet in G2:
[455] #dataviz,source [432] long,takes [432] takes,hacker [432] hacker,brute [432] brute,force [432] force,password [432] password,based [432] based,length [432] length,complexity [432] complexity,#security Top Word Pairs in Tweet in G3:
[316] anomalies,mensuelles [316] 1880,2021 [314] magnifique,mais [314] mais,effrayante [314] effrayante,#dataviz [314] #dataviz,anomalies [314] mensuelles,température [314] température,mondiale [314] mondiale,1880 [314] 2021,rapport Top Word Pairs in Tweet in G4:
[60] pay,gap [38] data,visualization [33] gap,european [33] european,countries [31] cedscherer,pay [29] #tidytuesday,week [27] countries,#internationalwomensday [27] #internationalwomensday,#dataviz [27] #dataviz,gender [27] gender,pay Top Word Pairs in Tweet in G5:
[55] representation,women [55] women,politics [55] politics,latest [55] latest,project [55] project,shows [55] shows,top [55] top,40 [55] 40,countries [55] countries,political [55] political,parity Top Word Pairs in Tweet in G6:
[11] source,#nyc [11] #nyc,#dataviz [7] #dataviz,#datavisualization [7] gt,gt [7] data,visualization [7] view,more [7] more,lidar [7] lidar,equator [7] map,source [6] build,machine Top Word Pairs in Tweet in G7:
[21] march,2022 [21] #gamecharts,#dataviz [17] tuesday,march [12] nba,nbastats [11] #dataviz,#nft [10] 2022,#nhlhockey [10] #nhlhockey,#gamecharts [9] 2022,nba [9] nbastats,#gamecharts [9] data,visualization Top Word Pairs in Tweet in G8:
[20] milos_agathon,today [19] map,shows [15] international,women's [15] women's,day [15] day,map [15] shows,female [15] female,respondents [15] respondents,experienced [15] experienced,physical [15] physical,sexual Top Word Pairs in Tweet in G9:
[79] acgeoecon,#sanctions [79] #sanctions,dashboard [79] dashboard,surprise [79] surprise,#russiaukraine [79] #russiaukraine,use [79] use,#dataviz [79] #dataviz,compare [79] compare,sanctions [78] jfriedlanderdc,acgeoecon Top Word Pairs in Tweet in G10:
[79] data,analyst [78] teksystems,sponsoring [78] sponsoring,free [78] free,virtual [78] virtual,data [78] analyst,boot [78] boot,camp [78] camp,apply [78] apply,15 [77] teneikaask_you,teksystems Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: