The graph represents a network of 5,083 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-08-29 until:2022-09-05", 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, 05 September 2022 at 13:38 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 58-minute period from Monday, 29 August 2022 at 00:00 UTC to Sunday, 04 September 2022 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 : 5083
Unique Edges : 7748
Edges With Duplicates : 8037
Total Edges : 15785
Number of Edge Types : 5
Retweet : 8122
Mentions : 1335
MentionsInRetweet : 4822
Replies to : 369
Tweet : 1137
Self-Loops : 1271
Reciprocated Vertex Pair Ratio : 0.0194897236002835
Reciprocated Edge Ratio : 0.0382342718109141
Connected Components : 439
Single-Vertex Connected Components : 210
Maximum Vertices in a Connected Component : 3914
Maximum Edges in a Connected Component : 13986
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.586987
Graph Density : 0.000334122980019283
Modularity : 0.475795
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,083 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-08-29 until:2022-09-05", 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, 05 September 2022 at 13:38 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 58-minute period from Monday, 29 August 2022 at 00:00 UTC to Sunday, 04 September 2022 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:2022-08-29 until:2022-09-05
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:
[2348] #javascript,#reactjs [2183] #datavis,#infosec [1822] #fintech,#insurtech [1750] #iot,#iiot [1713] #reactjs,#wordpress [1675] #flutter,#html [1674] #infosec,#devops [1671] #html,#azure [1647] #wordpress,#security [1631] #security,#defi Top Word Pairs in Tweet in G1:
[639] #stats,#statistics [448] #data,#dataviz [421] #dataviz,#data [383] #analytics,#programming [380] #dataanalytics,#dataviz [376] #dataviz,#datavisualization [371] #datascience,#dataanalytics [354] #rstats,#datascience [343] #rstats,#stats [342] #data,#stats Top Word Pairs in Tweet in G2:
[2341] #javascript,#reactjs [2177] #datavis,#infosec [1817] #fintech,#insurtech [1734] #iot,#iiot [1708] #reactjs,#wordpress [1671] #flutter,#html [1669] #infosec,#devops [1667] #html,#azure [1642] #wordpress,#security [1626] #security,#defi Top Word Pairs in Tweet in G3:
[314] nomes,mais [314] mais,populares [314] populares,pão [314] pão,brasileiro [314] brasileiro,#pãofrancês [314] #pãofrancês,#pãodesal [314] #pãodesal,#dataviz Top Word Pairs in Tweet in G4:
[242] #ai,#machinelearning [140] #coding,#datascientists [131] #bigdata,#analytics [130] data,analysis [128] #bigdata,#ai [128] 3743,pdf [128] pdf,book [128] book,expanded [128] expanded,updated [128] updated,june Top Word Pairs in Tweet in G5:
[29] #dataviz,see [28] graphic,detail [28] detail,#dataviz [28] see,more [25] source,#nyc [25] #nyc,#dataviz [9] map,source [8] data,visualization [7] #data,#dataviz [7] display,data Top Word Pairs in Tweet in G6:
[194] need,help [194] help,deciding [194] deciding,chart [194] chart,good [194] good,fit [194] fit,data [194] data,#datafam [194] #datafam,recreated [194] recreated,andrew [194] andrew,abela's Top Word Pairs in Tweet in G7:
[70] visualize,data [70] #iot,#dataviz [68] #dataviz,#python [67] analyzed,air [67] air,quality [67] quality,data [67] data,gathered [67] gathered,epa [67] epa,#la [67] #la,county Top Word Pairs in Tweet in G8:
[21] join,live [18] learn,more [12] paper,pencil [12] #dataviz,questions [12] saturday,september [12] september,3rd [12] 3rd,30am [12] 30am,central [12] central,join [12] live,youtube Top Word Pairs in Tweet in G9:
[122] global,anomaly [78] summer,anomalies [78] anomalies,sea [78] sea,surface [78] surface,temperature [61] updated,#dataviz [61] #dataviz,summer [61] temperature,mediterranean [61] mediterranean,sea [61] sea,1982 Top Word Pairs in Tweet in G10:
[105] honor,today [105] today,news [105] news,leo [105] leo,law [105] law,still [105] still,stands [105] stands,creator [105] creator,excellent [105] excellent,dataviz [105] dataviz,updated Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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 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: