The graph represents a network of 4,484 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-01-09 until:2023-01-16", 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, 16 January 2023 at 13:38 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 12-minute period from Monday, 09 January 2023 at 00:04 UTC to Sunday, 15 January 2023 at 23:16 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 : 4484
Unique Edges : 6756
Edges With Duplicates : 2421
Total Edges : 9177
Number of Edge Types : 5
Retweet : 4456
MentionsInRetweet : 2543
Tweet : 956
Mentions : 1069
Replies to : 153
Self-Loops : 1077
Reciprocated Vertex Pair Ratio : 0.017117776152158
Reciprocated Edge Ratio : 0.0336593785960875
Connected Components : 427
Single-Vertex Connected Components : 187
Maximum Vertices in a Connected Component : 3095
Maximum Edges in a Connected Component : 6940
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.548
Graph Density : 0.000345840157773156
Modularity : 0.674731
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,484 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-01-09 until:2023-01-16", 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, 16 January 2023 at 13:38 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 12-minute period from Monday, 09 January 2023 at 00:04 UTC to Sunday, 15 January 2023 at 23:16 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:2023-01-09 until:2023-01-16
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:
[739] #rstats,#datascience [587] #datascience,#dataviz [582] #rstats,#dataviz [552] #dataviz,#maps [536] #maps,#geospatial [448] #stats,#analytics [415] #europe,#rstats [387] map,shows [387] latest,data [374] eurostat's,latest Top Word Pairs in Tweet in G1:
[397] #stats,#analytics [359] #rstats,#dataviz [260] #rstats,#datascience [199] #machinelearning,#ml [194] #analytics,#machinelearning [168] #bigdata,#datamining [165] #dataviz,#datavisualization [162] #dataviz,#stats [149] visualización,datos [137] #ml,#ai Top Word Pairs in Tweet in G2:
[372] #rstats,#datascience [362] #datascience,#dataviz [361] #dataviz,#maps [350] #maps,#geospatial [342] #europe,#rstats [321] map,shows [319] latest,data [319] eurostat's,latest [289] using,eurostat's [268] population,using Top Word Pairs in Tweet in G3:
[193] visualize,data [179] read,#griddb [179] data,points [179] data,gathered [179] see,effects [179] epa,#la [179] help,visualize [179] quality,data [179] wildfires,region [179] california,wildfires Top Word Pairs in Tweet in G4:
[60] #datascience,#datascientists [43] #dataviz,#datastorytelling [40] data,visualizations [40] published,book [38] #visualanalytics,#datascience [38] extraordinarily,well [38] #datastorytelling,#statistics [38] #statistics,#visualanalytics [38] beautiful,extraordinarily [38] book,better Top Word Pairs in Tweet in G5:
[256] #datascience,#rstats [213] pdf,#datascience [213] download,pdf [126] #dataviz,#programming [110] financial,data [107] #rstats,#dataviz [100] #rstats,#dataanalytics [99] data,visualization [93] wrangling,data [93] programming,data Top Word Pairs in Tweet in G6:
[28] detail,#dataviz [28] see,more [28] graphic,detail [28] #dataviz,see [26] #data,#dataviz [21] source,#nyc [21] #nyc,#data [20] #dataviz,#datavisualization [12] map,source [10] data,visualizations Top Word Pairs in Tweet in G7:
[136] check,huge [136] collection,inspiration [136] inspiration,#dataviz [136] visualization,more [136] huge,collection [136] more,fun [136] fun,check [136] make,text [136] text,visualization [11] fresh,eyes Top Word Pairs in Tweet in G8:
[126] wondered,find [126] done,hours [126] projects,done [126] resources,please [126] find,best [126] best,#dataviz [126] build,share [126] hours,build [126] share,favorite [126] please,tell Top Word Pairs in Tweet in G9:
[170] interactive,dashboard [85] insights,2nd [85] #powerbi,insights [85] manufacturing,company [85] company,using [85] #dataviz,#foresightbi [85] sales,analysis [85] #dataanalysis,link [85] published,work [85] 2nd,interactive Top Word Pairs in Tweet in G10:
[86] 56,43 [86] 43,gw [86] fonctionnement,56 [86] #énergie,#électricité [86] nucléaires,fonctionnement [86] moins,tendu [86] #hiver2022,#dataviz [86] gw,production [86] #nucléaire,français [86] français,poursuit Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: