The graph represents a network of 15,509 Twitter users whose recent tweets contained "dataviz since:2020-11-23 until:2020-11-30", 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 Monday, 30 November 2020 at 12:25 UTC.
The tweets in the network were tweeted over the 6-day, 19-hour, 18-minute period from Monday, 23 November 2020 at 04:20 UTC to Sunday, 29 November 2020 at 23:39 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 : 15509
Unique Edges : 19398
Edges With Duplicates : 3700
Total Edges : 23098
Number of Edge Types : 5
Retweet : 15934
MentionsInRetweet : 3583
Mentions : 2017
Tweet : 1331
Replies to : 233
Self-Loops : 1428
Reciprocated Vertex Pair Ratio : 0.00911303267229327
Reciprocated Edge Ratio : 0.0180614705731438
Connected Components : 655
Single-Vertex Connected Components : 312
Maximum Vertices in a Connected Component : 13899
Maximum Edges in a Connected Component : 21020
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.291343
Graph Density : 8.10307702718747E-05
Modularity : 0.608823
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 15,509 Twitter users whose recent tweets contained "dataviz since:2020-11-23 until:2020-11-30", 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 Monday, 30 November 2020 at 12:25 UTC.
The tweets in the network were tweeted over the 6-day, 19-hour, 18-minute period from Monday, 23 November 2020 at 04:20 UTC to Sunday, 29 November 2020 at 23:39 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 : TwitterSearch
Graph Term : dataviz since:2020-11-23 until:2020-11-30
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:
[10598] covid,19 [10565] scented,candles [10545] fun,#dataviz [10544] candles,unexpected [10544] unexpected,victim [10539] #dataviz,scented [10537] couldn,walk [10537] walk,past [10537] past,tweet [10537] tweet,fun Top Word Pairs in Tweet in G1:
[10442] scented,candles [10438] couldn,walk [10438] walk,past [10438] past,tweet [10438] tweet,fun [10438] fun,#dataviz [10438] #dataviz,scented [10438] candles,unexpected [10438] unexpected,victim [10438] victim,covid Top Word Pairs in Tweet in G2:
[994] #machinelearning,#datascience [963] #ai,#100daysofcode [961] #100daysofcode,#devcommunity [961] #cybersecurity,#rstats [957] #javascript,#serverless [954] #flutter,#javascript [945] #devcommunity,#iot [927] #python,#ai [907] #iot,#flutter [893] #datascience,#python Top Word Pairs in Tweet in G3:
[198] #dataviz,source [165] gapminder,data [163] several,ways [163] ways,world [163] world,gotten [163] gotten,better [163] better,shown [163] shown,using [163] using,series [163] series,animated Top Word Pairs in Tweet in G4:
[226] refugees,entering [226] infants,children [226] children,lost [226] lost,parents [226] massacre,people [226] waiting,world [226] world,take [226] take,action [225] parents,abiyahmedali's [225] abiyahmedali's,massacre Top Word Pairs in Tweet in G5:
[26] #dataviz,see [25] see,more [19] graphic,detail [19] detail,#dataviz [16] humanitarian,crisis [16] continues,worsen [16] stopping,refugees [16] refugees,crossing [16] crossing,sudan [16] sudan,steep Top Word Pairs in Tweet in G6:
[119] lots,free [119] free,online [119] online,#rstats [119] #rstats,books [119] books,organized [119] organized,categories [119] categories,geospatial [119] geospatial,machine [119] machine,learning [119] learning,dataviz Top Word Pairs in Tweet in G7:
[144] #dataviz,#rstats [139] mapped,population [139] population,change [139] change,between [139] between,2014 [139] 2014,2019 [139] 2019,top [139] top,declining [139] declining,gjirokastër [139] gjirokastër,14 Top Word Pairs in Tweet in G8:
[185] mise,jour [185] jour,nombre [185] nombre,#décès [185] #décès,nombre [185] nombre,décès [185] décès,quotidiens [185] quotidiens,2020 [185] 2020,comparés [185] comparés,aux [185] aux,cinq Top Word Pairs in Tweet in G9:
[50] #30daymapchallenge,day [34] covid,19 [26] today's,#dataviz [26] #dataviz,american [26] american,pandemic [24] #python,#dataviz [24] pandemic,november [24] november,laurenleatherby [24] laurenleatherby,evolution [24] evolution,county Top Word Pairs in Tweet in G10:
[58] bottom,50 [58] 50,owns [58] owns,16 [58] 16,trillion [58] trillion,stocks [58] stocks,top [58] top,owns [58] owns,14 [58] 14,04 [58] 04,trillion Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
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:
Top Mentioned in G6:
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: