The graph represents a network of 5,250 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-06-07 until:2021-06-14", 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 June 2021 at 09:41 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 52-minute period from Monday, 07 June 2021 at 00:02 UTC to Sunday, 13 June 2021 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 : 5250
Unique Edges : 9385
Edges With Duplicates : 6048
Total Edges : 15433
Number of Edge Types : 5
Retweet : 6518
Mentions : 1619
Replies to : 459
MentionsInRetweet : 5547
Tweet : 1290
Self-Loops : 1379
Reciprocated Vertex Pair Ratio : 0.0253438113948919
Reciprocated Edge Ratio : 0.0494347576164016
Connected Components : 497
Single-Vertex Connected Components : 203
Maximum Vertices in a Connected Component : 3603
Maximum Edges in a Connected Component : 12767
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.834865
Graph Density : 0.00037877509548304
Modularity : 0.59272
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,250 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-06-07 until:2021-06-14", 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 June 2021 at 09:41 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 52-minute period from Monday, 07 June 2021 at 00:02 UTC to Sunday, 13 June 2021 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:2021-06-07 until:2021-06-14
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:
[1147] #analytics,#bigdata [975] #iot,#iiot [943] #python,#datascience [935] #100daysofcode,#dataviz [931] #rstats,#ai [887] #bigdata,#rstats [862] #ml,#nlp [856] #datascientists,#analytics [855] #tensorflow,#coding [847] #iiot,#ml Top Word Pairs in Tweet in G1:
[148] #rstats,#dataviz [110] great,lakes [97] #datavisualization,#dataviz [77] nightingale,site [75] thrilled,unveil [75] unveil,paywall [75] paywall,free [75] free,nightingale [75] site,featuring [75] featuring,mark Top Word Pairs in Tweet in G2:
[1112] #analytics,#bigdata [948] #iot,#iiot [905] #python,#datascience [904] #100daysofcode,#dataviz [900] #rstats,#ai [851] #bigdata,#rstats [835] #ml,#nlp [826] #datascientists,#analytics [825] #tensorflow,#coding [823] #iiot,#ml Top Word Pairs in Tweet in G3:
[331] #dataviz,million [331] million,passes [331] passes,made [331] made,during [331] during,890 [331] 890,matches [331] matches,played [331] played,major [331] major,#football [331] #football,leagues Top Word Pairs in Tweet in G4:
[283] #rstats,#ggplot2 [269] raincloud,plots [269] #ggplot2,#dataviz [267] blog,finally [267] finally,finished [267] finished,visualizing [267] visualizing,distributions [267] distributions,raincloud [267] plots,#ggplot2 [267] #ggplot2,showing Top Word Pairs in Tweet in G5:
[27] detail,#dataviz [27] see,more [26] graphic,detail [26] #dataviz,see [16] #dataviz,#datavisualization [10] covid,19 [8] data,visualization [7] #datavisualization,#dataviz [7] last,100 [7] 100,bills Top Word Pairs in Tweet in G6:
[52] nevillegaunt,drjdrooghaag [52] drjdrooghaag,joannmoretti [36] jolaburnett,hana_elsayyed [35] #dataviz,chboursin [35] joannmoretti,fogle_shane [33] hana_elsayyed,dahl_consult [29] #datascience,#ai [26] data,1gb [22] top,50 [21] top,10 Top Word Pairs in Tweet in G7:
[134] #dataviz,#gis [120] #leafmap,feature [120] notebook,github [120] github,#geopython [118] downloading,#openstreetmap [118] single,line [118] line,code [110] #geopython,#jupyter [108] #jupyter,#mapping [108] #mapping,#dataviz Top Word Pairs in Tweet in G8:
[66] still,month [66] month,away [66] away,dates [66] dates,reach [66] reach,highest [66] highest,maximum [66] maximum,temperatures [66] temperatures,year [66] year,called [66] called,dog Top Word Pairs in Tweet in G9:
[105] #dataviz,#rstats [98] people,eu [98] eu,feel [98] feel,attached [98] attached,region [98] region,country [98] country,europe [98] europe,results [98] results,survey [98] survey,eu Top Word Pairs in Tweet in G10:
[68] data,journalism [68] #ddj,#dataviz [66] looking,high [66] high,calibre [66] calibre,researchers [66] researchers,year [66] year,european [66] european,postdoctoral [66] postdoctoral,fellowship [66] fellowship,data Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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 G4:
Top Mentioned in G5:
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: