The graph represents a network of 6,008 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-09-27 until:2021-10-04", 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, 04 October 2021 at 12:56 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 50-minute period from Monday, 27 September 2021 at 00:00 UTC to Sunday, 03 October 2021 at 23:51 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 : 6008
Unique Edges : 10247
Edges With Duplicates : 9952
Total Edges : 20199
Number of Edge Types : 5
Mentions : 1664
Retweet : 10607
MentionsInRetweet : 6195
Replies to : 336
Tweet : 1397
Self-Loops : 1503
Reciprocated Vertex Pair Ratio : 0.0188392857142857
Reciprocated Edge Ratio : 0.0369818596091491
Connected Components : 461
Single-Vertex Connected Components : 203
Maximum Vertices in a Connected Component : 4603
Maximum Edges in a Connected Component : 18111
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.956698
Graph Density : 0.000316181277191701
Modularity : 0.4992
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,008 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-09-27 until:2021-10-04", 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, 04 October 2021 at 12:56 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 50-minute period from Monday, 27 September 2021 at 00:00 UTC to Sunday, 03 October 2021 at 23:51 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 OR datavis since:2021-09-27 until:2021-10-04
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:
[4193] #analytics,#bigdata [4009] #python,#datascience [3954] #100daysofcode,#dataviz [3726] #tensorflow,#coding [3611] #ml,#nlp [3520] #bigdata,#ai [3440] #datascientists,#analytics [3411] #serverless,#100daysofcode [3362] #ai,#python [3222] #javascript,#tensorflow Top Word Pairs in Tweet in G1:
[4143] #analytics,#bigdata [3956] #python,#datascience [3910] #100daysofcode,#dataviz [3685] #tensorflow,#coding [3575] #ml,#nlp [3482] #bigdata,#ai [3400] #datascientists,#analytics [3372] #serverless,#100daysofcode [3327] #ai,#python [3187] #javascript,#tensorflow Top Word Pairs in Tweet in G2:
[166] #rstats,#dataviz [141] data,visualization [72] #dataviz,#rstats [68] #tidytuesday,week [61] code,#rstats [54] week,40 [48] #rstats,#tidyverse [47] #rstats,#ggplot2 [46] #tidyverse,#dataviz [46] german,election Top Word Pairs in Tweet in G3:
[477] earth's,submarine [477] submarine,fiber [477] fiber,optic [477] optic,cable [477] cable,network [476] network,visualized [476] visualized,#rstats [475] code,rayrender [473] #dataviz,earth's [473] #rstats,#rayrender Top Word Pairs in Tweet in G4:
[159] #rstats,#dataviz [158] #btw21,#rstats [147] #btw2021,#dataviz [136] #btw21,#btw2021 [134] vielen,choroplethenkarten [134] choroplethenkarten,#bundestagswahl [134] #bundestagswahl,dasymetrische [134] dasymetrische,variante [134] variante,stärksten [134] stärksten,partei Top Word Pairs in Tweet in G5:
[411] lava,flow [204] eruption,#lapalma [204] #lapalma,continues [204] continues,lava [204] flow,covering [204] covering,338 [204] 338,3ha [204] 3ha,destroying [204] destroying,hundreds [204] hundreds,building Top Word Pairs in Tweet in G6:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [27] source,#nyc [27] #nyc,#dataviz [17] map,source [13] data,visualization [9] #data,#dataviz [9] #educación,#tic Top Word Pairs in Tweet in G7:
[172] hi,report [172] report,dataviz [172] dataviz,crime [8] mejores,recomendaciones [8] recomendaciones,visto [8] visto,#dataviz [2] well,first [2] first,lucky [2] lucky,ones [2] ones,already Top Word Pairs in Tweet in G8:
[97] #dataviz,source [68] earth's,surface [68] surface,area [68] area,type [68] type,usage [66] usage,#dataviz [37] #dataviz,practitioner [36] #covid,map [36] map,made [36] made,news Top Word Pairs in Tweet in G9:
[57] #gis,#dataviz [55] data,points [36] visualize,data [33] analyzed,air [33] air,quality [33] quality,data [33] data,gathered [33] gathered,epa [33] epa,#la [33] #la,county Top Word Pairs in Tweet in G10:
[69] 1960,2021 [58] month,period [46] 22,554 [46] 554,days [46] days,uk [46] uk,mean [46] mean,temperature [46] temperature,anomalies [46] anomalies,one [46] one,graph 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 G5:
Top Replied-To in G7:
Top Replied-To in G8:
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 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: