The graph represents a network of 3,586 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 28 January 2022 at 01:16 UTC.
The requested start date was Friday, 28 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 6-day, 18-hour, 45-minute period from Thursday, 20 January 2022 at 08:12 UTC to Thursday, 27 January 2022 at 02:57 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 : 3586
Unique Edges : 3046
Edges With Duplicates : 14957
Total Edges : 18003
Number of Edge Types : 5
Retweet : 6143
MentionsInRetweet : 9312
Mentions : 1448
Tweet : 906
Replies to : 194
Self-Loops : 1005
Reciprocated Vertex Pair Ratio : 0.0242032471437162
Reciprocated Edge Ratio : 0.0472625862322031
Connected Components : 424
Single-Vertex Connected Components : 198
Maximum Vertices in a Connected Component : 2464
Maximum Edges in a Connected Component : 15992
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.129698
Graph Density : 0.000529954938661975
Modularity : 0.326236
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,586 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 28 January 2022 at 01:16 UTC.
The requested start date was Friday, 28 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 6-day, 18-hour, 45-minute period from Thursday, 20 January 2022 at 08:12 UTC to Thursday, 27 January 2022 at 02:57 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 : GraphServerTwitterSearch
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2151] #iot,#iiot [1806] #javascript,#reactjs [1642] #python,#iot [1551] #iiot,#pytorch [1498] #reactjs,#wordpress [1054] #wordpress,#security [1042] #pytorch,#javascript [916] #security,#defi [714] #ai,#iot [713] #python,#ai Top Word Pairs in Tweet in G1:
[182] #artificialintelligence,#iiot [147] #datascience,#ai [146] #ai,#ml [135] gave,kred [135] kred,#influence [131] #iiot,#machinelearning [122] #machinelearning,#deeplearning [97] catherineadenle,infographic [93] data,science [85] difference,between Top Word Pairs in Tweet in G2:
[2093] #iot,#iiot [1784] #javascript,#reactjs [1621] #python,#iot [1534] #iiot,#pytorch [1482] #reactjs,#wordpress [1041] #wordpress,#security [1031] #pytorch,#javascript [903] #security,#defi [709] #python,#ai [709] #ai,#iot Top Word Pairs in Tweet in G3:
[66] board,games [47] data,visualization [45] #rstats,#ggplot2 [41] week's,#tidytuesday [41] learn,create [37] collection,tweets [37] tweets,featuring [37] featuring,open [37] open,access [37] access,materials Top Word Pairs in Tweet in G4:
[27] time,brush [27] brush,#datavis [27] #datavis,knowledge [27] knowledge,discover [27] discover,power [27] power,dual [27] dual,axis [27] axis,chart [27] chart,read [14] source,#nyc Top Word Pairs in Tweet in G5:
[43] blend,between [43] neural,networks [40] modality,tool [40] tool,visualising [40] visualising,one [40] one,place [40] place,mobility [40] mobility,solutions [40] solutions,area [40] area,analysing Top Word Pairs in Tweet in G6:
[23] data,visualization [19] data,viz [18] visualization,2021 [18] 2021,soti [18] soti,challenge [18] challenge,data [18] viz,society [18] society,describing [18] describing,relationship [18] relationship,between Top Word Pairs in Tweet in G7:
[32] excited,announce [32] announce,package [32] package,ggdensity [32] ggdensity,public [32] public,github [32] github,extends [32] extends,ggplot2 [32] ggplot2,providing [32] providing,more [31] jamesotto852,excited Top Word Pairs in Tweet in G8:
[79] smart,people [79] people,change [79] change,minds [79] minds,reconsider [79] reconsider,things [79] things,thought [79] thought,already [79] already,figure [79] figure,offered [79] offered,compelling Top Word Pairs in Tweet in G9:
[29] ish,#dataviz [29] #dataviz,film [29] film,genre [29] genre,popularity [29] popularity,1910 [29] 1910,2021 [29] 2021,original [29] original,project [29] project,three [29] three,years Top Word Pairs in Tweet in G10:
[51] dmlmont,hey [30] hey,#googleearthengine [30] #googleearthengine,enthusiasts [30] #eemont,tutorial [28] enthusiasts,#eemont [26] hey,#remotesensing [26] #remotesensing,enthusiasts [26] #spyndex,tutorial [26] tutorial,level [26] level,#spyndex Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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: