The graph represents a network of 5,506 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-11-07 until:2022-11-14", 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, 14 November 2022 at 13:31 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 52-minute period from Monday, 07 November 2022 at 00:03 UTC to Sunday, 13 November 2022 at 23:55 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 : 5506
Unique Edges : 9270
Edges With Duplicates : 7673
Total Edges : 16943
Number of Edge Types : 5
Retweet : 7950
MentionsInRetweet : 6060
Mentions : 1520
Replies to : 361
Tweet : 1052
Self-Loops : 1209
Reciprocated Vertex Pair Ratio : 0.0173552904052855
Reciprocated Edge Ratio : 0.0341184452844819
Connected Components : 463
Single-Vertex Connected Components : 207
Maximum Vertices in a Connected Component : 4063
Maximum Edges in a Connected Component : 14633
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.359548
Graph Density : 0.000340376760155629
Modularity : 0.537618
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 5,506 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-11-07 until:2022-11-14", 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, 14 November 2022 at 13:31 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 52-minute period from Monday, 07 November 2022 at 00:03 UTC to Sunday, 13 November 2022 at 23:55 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:2022-11-07 until:2022-11-14
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:
[1951] #iot,#iiot [1882] #python,#iot [1865] #javascript,#reactjs [1864] #fintech,#insurtech [1863] #datavis,#infosec [1861] #flutter,#html [1845] #html,#azure [1807] #wordpress,#security [1804] #reactjs,#wordpress [1802] #security,#defi Top Word Pairs in Tweet in G1:
[663] #dataviz,#rstats [585] #datascience,#analytics [582] #data,#dataviz [497] visualización,datos [477] #analytics,#stats [418] #dataviz,#datavisualization [378] #rstats,#datascience [356] #datascience,#dataanalytics [347] #machinelearning,#ml [327] #rstats,#python Top Word Pairs in Tweet in G2:
[221] #30daymapchallenge,day [207] #rstats,#dataviz [101] #dataviz,#datavisualization [89] #dataviz,#maps [82] made,#blender3d [78] #gis,#maps [76] hd,graphic [75] day,12 [70] 12,scale [67] #dataviz,#rstats Top Word Pairs in Tweet in G3:
[1937] #iot,#iiot [1863] #javascript,#reactjs [1862] #fintech,#insurtech [1861] #datavis,#infosec [1859] #flutter,#html [1843] #html,#azure [1805] #wordpress,#security [1802] #reactjs,#wordpress [1800] #security,#defi [1789] #python,#iot Top Word Pairs in Tweet in G4:
[258] #datascience,#dataviz [257] #rstats,#datascience [256] #dataviz,#maps [204] map,shows [165] latest,map [162] #europe,#rstats [142] recent,eurostat [142] mothers,childbirth [142] age,mothers [142] childbirth,according Top Word Pairs in Tweet in G5:
[206] #gistribe,#dataviz [202] date,latest [202] south,ukraine [202] ukraine,keep [202] latest,maps [202] financialtimes,#gistribe [202] forced,withdraw [202] russian,troops [202] kherson,dnipro [202] river,south Top Word Pairs in Tweet in G6:
[30] see,more [28] detail,#dataviz [28] graphic,detail [28] #dataviz,see [24] source,#nyc [24] #nyc,#dataviz [13] map,source [11] #datavisualization,#dataviz [11] #dataviz,#datavisualization [8] global,#brazilsfe Top Word Pairs in Tweet in G7:
[194] raw,material [194] clicking,source [194] worth,clicking [194] interesting,#dataviz [194] see,table [194] shows,global [194] material,supply [194] #dataviz,shows [194] supply,worth [194] implied,source Top Word Pairs in Tweet in G8:
[29] #dataviz,#infographics [23] follow,mastodon [18] #powerbi,#deneb [17] #ddj,follow [17] #infographics,#ddj [16] #vega,#dataviz [15] people,need [15] audience,graphics [15] blog,audience [15] #dataviz,#datavisualization Top Word Pairs in Tweet in G9:
[190] #rstats,#dataviz [187] thanks,lakens [187] values,repeated [187] analyzing,data [187] repeatedly,analyzing [187] example,absence [187] between,thanks [187] walk,between [187] effect,values [187] lakens,inspiring Top Word Pairs in Tweet in G10:
[105] visualize,data [95] #dataviz,#python [94] read,#griddb [94] data,points [94] data,gathered [94] see,effects [94] epa,#la [94] help,visualize [94] quality,data [94] wildfires,region 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 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: