The graph represents a network of 5,941 Twitter users whose recent tweets contained "dataviz OR datavis", 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 Wednesday, 10 March 2021 at 09:43 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 35-minute period from Tuesday, 02 March 2021 at 06:58 UTC to Wednesday, 10 March 2021 at 08:33 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 : 5941
Unique Edges : 11776
Edges With Duplicates : 6615
Total Edges : 18391
Number of Edge Types : 5
Retweet : 7082
MentionsInRetweet : 7066
Tweet : 1587
Replies to : 656
Mentions : 2000
Self-Loops : 1675
Reciprocated Vertex Pair Ratio : 0.0256092523750516
Reciprocated Edge Ratio : 0.0499395892066049
Connected Components : 720
Single-Vertex Connected Components : 325
Maximum Vertices in a Connected Component : 3930
Maximum Edges in a Connected Component : 15656
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.856569
Graph Density : 0.000351803962307245
Modularity : 0.595137
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 5,941 Twitter users whose recent tweets contained "dataviz OR datavis", 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 Wednesday, 10 March 2021 at 09:43 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 35-minute period from Tuesday, 02 March 2021 at 06:58 UTC to Wednesday, 10 March 2021 at 08:33 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
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:
[1219] #dataviz,#datascience [1150] #ai,#analytics [1083] #100daysofcode,#ai [1049] #tech,#vr [920] #coding,#dataviz [903] #analytics,#artificialintelligence [856] #python,#tech [851] #artificialintelligence,#bigdata [833] #datascience,#deeplearning [778] #vr,#womenwhocode Top Word Pairs in Tweet in G1:
[75] data,visualization [45] calls,proposals [45] work,looking [45] great,work [44] come,work [44] looking,writer [44] writer,remote [44] remote,berlin [44] berlin,helps [44] helps,people Top Word Pairs in Tweet in G2:
[1140] #ai,#analytics [1073] #100daysofcode,#ai [1050] #dataviz,#datascience [1037] #tech,#vr [911] #coding,#dataviz [897] #analytics,#artificialintelligence [848] #python,#tech [841] #artificialintelligence,#bigdata [826] #datascience,#deeplearning [770] #vr,#womenwhocode Top Word Pairs in Tweet in G3:
[94] analyzed,air [94] air,quality [94] quality,data [94] data,gathered [94] gathered,epa [94] epa,#la [94] #la,county [94] county,see [94] see,effects [94] effects,california Top Word Pairs in Tweet in G4:
[233] #rstats,#dataviz [74] code,#rstats [69] #dataviz,#rstats [63] #rspatial,#dataviz [60] #rstats,#rspatial [43] bechdel,test [37] first,blog [37] blog,2021 [37] 2021,create [37] create,bivariate Top Word Pairs in Tweet in G5:
[56] nan,nan [29] #dataviz,see [27] graphic,detail [27] detail,#dataviz [27] see,more [20] data,visualization [15] covid,19 [13] #dataviz,#datavisualization [12] 03,2020 [12] morte#1,masculino Top Word Pairs in Tweet in G6:
[79] amazing,#dataviz [79] #dataviz,showing [79] showing,recorded [79] recorded,#earthquake [79] #earthquake,sequence [79] sequence,occurred [79] occurred,1901 [79] 1901,2000 [79] 2000,noaa_sos [79] noaa_sos,#science Top Word Pairs in Tweet in G7:
[102] co,emissions [95] #dataviz,#climatechange [92] percentage,global [92] global,fossil [92] fossil,fuel [92] fuel,co [92] emissions,1751 [92] 1751,occurred [92] occurred,lifetime [92] lifetime,15 Top Word Pairs in Tweet in G8:
[140] #dataviz,source [56] sudden,drops [56] drops,life [56] life,expectancy [56] expectancy,world [56] world,causes [56] causes,1850 [56] 1850,2020 [56] 2020,include [56] include,data Top Word Pairs in Tweet in G9:
[102] map,shows [101] #dataviz,#datascience [73] #maps,#rstats [56] latest,map [56] #geospatial,#maps [54] shows,fascinating [54] fascinating,regional [54] regional,variation [54] variation,median [54] median,age Top Word Pairs in Tweet in G10:
[110] gt,gt [56] climate,graphic [56] graphic,week [55] gt,#gistribe [55] #gistribe,#dataviz [55] #dataviz,#climatecrisis [55] #climatecrisis,#iceberg [54] here's,another [54] another,version [54] version,financialtimes 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 G7:
Top Replied-To in G8:
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 G6:
Top Mentioned in G7:
Top Mentioned in G8:
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: