The graph represents a network of 4,541 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-07-12 until:2021-07-19", 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, 19 July 2021 at 10:02 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 51-minute period from Monday, 12 July 2021 at 00:00 UTC to Sunday, 18 July 2021 at 23:51 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 : 4541
Unique Edges : 8336
Edges With Duplicates : 4201
Total Edges : 12537
Number of Edge Types : 5
Retweet : 6158
MentionsInRetweet : 3587
Replies to : 258
Tweet : 1340
Mentions : 1194
Self-Loops : 1413
Reciprocated Vertex Pair Ratio : 0.0201122544434051
Reciprocated Edge Ratio : 0.0394314534617148
Connected Components : 448
Single-Vertex Connected Components : 190
Maximum Vertices in a Connected Component : 3356
Maximum Edges in a Connected Component : 10854
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.919174
Graph Density : 0.000423163599005439
Modularity : 0.616258
NodeXL Version : 1.0.1.445
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258720
Data Import : The graph represents a network of 4,541 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-07-12 until:2021-07-19", 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, 19 July 2021 at 10:02 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 51-minute period from Monday, 12 July 2021 at 00:00 UTC to Sunday, 18 July 2021 at 23:51 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:2021-07-12 until:2021-07-19
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:
[1891] #100daysofcode,#dataviz [1814] #tensorflow,#coding [1732] #iiot,#ml [1534] #rstats,#ai [1487] #bigdata,#rstats [1475] #dataviz,#statistics [1414] #coding,#tableau [1408] #python,#datascience [1371] #tableau,#100daysofcode [1356] #ml,#nlp Top Word Pairs in Tweet in G1:
[1793] #100daysofcode,#dataviz [1722] #tensorflow,#coding [1644] #iiot,#ml [1460] #rstats,#ai [1416] #bigdata,#rstats [1396] #dataviz,#statistics [1341] #python,#datascience [1340] #coding,#tableau [1297] #tableau,#100daysofcode [1291] #ml,#nlp Top Word Pairs in Tweet in G2:
[236] #rstats,#dataviz [115] google,search [98] scooby,doo [97] 00,03 [93] fear,index [93] index,google [93] search,statistics [93] statistics,higher [93] higher,more [93] more,market Top Word Pairs in Tweet in G3:
[175] interactive,dataviz [161] outbreak,paths [161] july,2021 [161] covid,19 [159] source,code [157] dataviz,data [157] data,source [157] code,available [156] paths,update [156] dataviz,paths Top Word Pairs in Tweet in G4:
[50] #dataviz,#graphicdesign [50] #graphicdesign,#chart [48] #chart,#d3js [33] #ddj,#dataviz [32] created,gallery [32] gallery,#euro2020 [32] #euro2020,matches [32] matches,round [32] round,16 [32] 16,editable Top Word Pairs in Tweet in G5:
[75] data,points [74] analyzed,air [74] air,quality [74] quality,data [74] data,gathered [74] gathered,epa [74] epa,#la [74] #la,county [74] county,see [74] see,effects Top Word Pairs in Tweet in G6:
[33] see,more [29] #dataviz,see [28] graphic,detail [28] detail,#dataviz [17] data,visualization [12] covid,19 [11] #dataanalytics,#dataviz [8] performing,sector [8] follow,along [7] 07,2020 Top Word Pairs in Tweet in G7:
[170] #gis,#dataviz [152] #arcgispro,#b3d [97] times,atlas [97] john,bartholomew [95] america,1922 [95] 1922,john [95] bartholomew,times [95] atlas,#arcgispro [95] #b3d,#southamerica [95] #southamerica,#gis Top Word Pairs in Tweet in G8:
[125] scmpgraphics,#dataviz [125] #dataviz,#infographic [120] #infographic,#hongkong [119] #hongkong,#nationalsecuritylaw [115] #arrests,#prosecutions [114] #nationalsecuritylaw,#arrests [83] mass,arrest [78] activists,scmpgraphics [77] hong,kong [65] arrest,hong Top Word Pairs in Tweet in G9:
[41] emoji,similarity [39] similarity,map [39] map,erindataviz [39] erindataviz,map [39] map,places [39] places,emojis [39] emojis,used [39] used,together [39] together,tweets [39] tweets,frequently Top Word Pairs in Tweet in G10:
[83] #rstats,#climate [71] one,favourite [71] favourite,climate [71] climate,animations [71] animations,probability [71] probability,summer [71] summer,day [71] day,europe [71] europe,#dataviz [71] #dataviz,#rstats 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 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 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: