The graph represents a network of 4,974 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-11-21 until:2022-11-28", 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, 28 November 2022 at 13:07 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 53-minute period from Monday, 21 November 2022 at 00:00 UTC to Sunday, 27 November 2022 at 23:53 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 : 4974
Unique Edges : 7244
Edges With Duplicates : 4873
Total Edges : 12117
Number of Edge Types : 5
Retweet : 6615
MentionsInRetweet : 2947
Tweet : 986
Mentions : 1330
Replies to : 239
Self-Loops : 1100
Reciprocated Vertex Pair Ratio : 0.0141664558563117
Reciprocated Edge Ratio : 0.0279371414317785
Connected Components : 387
Single-Vertex Connected Components : 162
Maximum Vertices in a Connected Component : 3662
Maximum Edges in a Connected Component : 10154
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.173287
Graph Density : 0.000324146854615244
Modularity : 0.581134
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,974 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-11-21 until:2022-11-28", 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, 28 November 2022 at 13:07 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 53-minute period from Monday, 21 November 2022 at 00:00 UTC to Sunday, 27 November 2022 at 23:53 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:2022-11-21 until:2022-11-28
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:
[1167] #datascience,#rstats [1038] download,pdf [1038] pdf,#datascience [964] #iot,#iiot [941] #rstats,#dataviz [860] #flutter,#html [846] #html,#azure [836] #wordpress,#security [835] #fintech,#insurtech [833] #datavis,#infosec Top Word Pairs in Tweet in G1:
[485] #datascience,#analytics [409] #analisisdedatos,#cienciadedatos [399] #stats,#datascience [399] #dataviz,#datavisualization [359] #rstats,#python [334] #bi,#rstats [298] #machinelearning,#ml [242] #analytics,#analisisdedatos [225] #analytics,#cienciadedatos [208] #datavisualization,#stats Top Word Pairs in Tweet in G2:
[706] #datascience,#rstats [653] pdf,#datascience [653] download,pdf [391] #rstats,#dataviz [367] #dataviz,#dataanalytics [364] #programming,#book [279] way,download [255] statistical,software [220] #rstats,#programmer [181] data,informative Top Word Pairs in Tweet in G3:
[959] #iot,#iiot [860] #flutter,#html [846] #html,#azure [836] #wordpress,#security [834] #fintech,#insurtech [833] #datavis,#infosec [827] #security,#defi [821] #javascript,#reactjs [817] #reactjs,#wordpress [811] #python,#iot Top Word Pairs in Tweet in G4:
[408] #rstats,#datascience [399] #datascience,#dataviz [295] #dataviz,#coding [285] pay,expensive [285] gis,courses [285] making,pretty [285] look,further [285] screenshot,below [285] interested,making [285] below,pay Top Word Pairs in Tweet in G5:
[301] #rstats,#dataviz [182] #datascience,#rstats [164] pdf,#datascience [164] download,pdf [160] statistical,software [122] #dataviz,#dataanalytics [96] nick,martin [96] martin,#rstats [93] #rstats,#programmer [87] visualizing,distributions Top Word Pairs in Tweet in G6:
[65] #dataviz,#datavisualization [63] #dataviz,infobeautyaward [49] datavizsociety,slack [48] #infographics,#ddj [46] channel,training [46] shared,first [46] blog,shared [46] #datavisualization,#infographics [46] visualization,#dataviz [46] training,wheel Top Word Pairs in Tweet in G7:
[115] visualize,data [111] #dataviz,#python [107] quality,data [105] read,#griddb [105] data,points [105] data,gathered [105] see,effects [105] epa,#la [105] help,visualize [105] wildfires,region Top Word Pairs in Tweet in G8:
[12] #datavis,#learning [10] searching,#freelancer [10] one,contact [10] #console,#seo [10] #seo,#analysis [10] #googleads,#search [10] today,#googleanalytics [10] view,#project [10] #reporting,one [10] #project,today Top Word Pairs in Tweet in G9:
[64] sentiment,analysis [63] hi,#datafam [63] wakanda,forever [62] #python,visualization [62] #powerbi,#dataviz [62] over,110k [62] using,#powerbi [62] regarding,black [62] 110k,tweets [62] forever,using Top Word Pairs in Tweet in G10:
[118] #datafordemocracy,#dataviz [97] อง,ส [97] าง,#datafordemocracy [72] ผ,านมาด [72] ท,ผ [72] งชาวเน,ตได [72] ส,หล [72] ชวนมาส,องในส [72] ฉ,นน [72] color,บ 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 G6:
Top Replied-To in G7:
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: