The graph represents a network of 5,745 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-10-11 until:2021-10-18", 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, 18 October 2021 at 11:18 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 59-minute period from Monday, 11 October 2021 at 00:00 UTC to Sunday, 17 October 2021 at 23:59 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 : 5745
Unique Edges : 10267
Edges With Duplicates : 6113
Total Edges : 16380
Number of Edge Types : 5
Replies to : 266
Mentions : 1166
Retweet : 8539
MentionsInRetweet : 5153
Tweet : 1256
Self-Loops : 1350
Reciprocated Vertex Pair Ratio : 0.0185151404596862
Reciprocated Edge Ratio : 0.0363571236679502
Connected Components : 507
Single-Vertex Connected Components : 239
Maximum Vertices in a Connected Component : 4462
Maximum Edges in a Connected Component : 14550
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.844717
Graph Density : 0.000338401322695525
Modularity : 0.591335
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,745 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-10-11 until:2021-10-18", 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, 18 October 2021 at 11:18 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 59-minute period from Monday, 11 October 2021 at 00:00 UTC to Sunday, 17 October 2021 at 23:59 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:2021-10-11 until:2021-10-18
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:
[2851] #100daysofcode,#dataviz [2654] #serverless,#100daysofcode [2558] #tensorflow,#coding [2490] #ml,#nlp [2368] #nlp,#javascript [2228] #python,#datascience [2176] #analytics,#bigdata [2055] #coding,#serverless [1852] #javascript,#tensorflow [1759] #datascientists,#analytics Top Word Pairs in Tweet in G1:
[2812] #100daysofcode,#dataviz [2617] #serverless,#100daysofcode [2526] #tensorflow,#coding [2461] #ml,#nlp [2338] #nlp,#javascript [2202] #python,#datascience [2143] #analytics,#bigdata [2020] #coding,#serverless [1832] #javascript,#tensorflow [1732] #datascientists,#analytics Top Word Pairs in Tweet in G2:
[78] indiaspend,org [69] james,bond [68] daniel,craig [50] data,journalism [45] #rstats,#ggplot2 [44] data,vis [42] #ggplot2,#dataviz [42] today,back [42] back,scmpnews [42] scmpnews,tells Top Word Pairs in Tweet in G3:
[435] #globalwarming,#climatechange [433] #dataviz,#globalwarming [398] global,fossil [398] fossil,fuel [398] fuel,emissions [351] four,periods [351] periods,equal [351] equal,sized [351] sized,global [351] emissions,first Top Word Pairs in Tweet in G4:
[313] #dataviz,source [160] russian,elections [156] elections,once [156] once,again [156] again,suspiciously [156] suspiciously,neat [156] neat,result [156] result,surprised [156] surprised,#dataviz [114] #travel,#dataviz Top Word Pairs in Tweet in G5:
[154] #rstats,#dataviz [78] data,visualization [74] week's,#tidytuesday [66] #dataviz,#rstats [66] global,seafood [56] kabacoff,#rstats [56] #rstats,#datascience [54] visualization,robert [54] robert,kabacoff [54] kabacoff,kabacoff Top Word Pairs in Tweet in G6:
[198] population,density [171] vintage,graphic [171] graphic,1906 [171] 1906,displays [171] displays,population [171] density,beautifully [171] beautifully,simple [171] simple,way [171] way,best [171] best,practice Top Word Pairs in Tweet in G7:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [27] data,visualization [27] news,landscape [27] landscape,looks [27] looks,mostly [27] mostly,progressive [27] progressive,perspective Top Word Pairs in Tweet in G8:
[121] #datascience,#scicomm [121] #scicomm,#remotework [121] #remotework,#uxui [121] #uxui,#techtwitter [112] #hiring,soon [112] soon,series [112] series,#job [112] #job,openings [112] openings,#dataviz [112] #dataviz,specialists Top Word Pairs in Tweet in G9:
[83] #maps,#gis [81] #dataviz,#geospatial [74] #geospatial,#spatial [73] web,app [70] full,article [70] article,#maps [70] #gis,#dataviz [64] app,github [63] visualize,data [62] #gischat,#dataviz Top Word Pairs in Tweet in G10:
[186] federal,reserve [186] reserve,distributional [186] distributional,financial [186] financial,accounts [183] america,middle [183] middle,class [183] class,holds [183] holds,smaller [183] smaller,share [183] share,wealth 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 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 G6:
Top Mentioned in G8:
Top Mentioned in G9:
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: