The graph represents a network of 5,120 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, 11 June 2021 at 00:18 UTC.
The requested start date was Friday, 11 June 2021 at 00:01 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 5-day, 8-hour, 8-minute period from Friday, 04 June 2021 at 18:58 UTC to Thursday, 10 June 2021 at 03:06 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 : 5120
Unique Edges : 2378
Edges With Duplicates : 14368
Total Edges : 16746
Number of Edge Types : 5
Retweet : 6190
MentionsInRetweet : 8269
Mentions : 1244
Replies to : 130
Tweet : 913
Self-Loops : 991
Reciprocated Vertex Pair Ratio : 0.0148417810137216
Reciprocated Edge Ratio : 0.0292494481236203
Connected Components : 398
Single-Vertex Connected Components : 169
Maximum Vertices in a Connected Component : 3965
Maximum Edges in a Connected Component : 14824
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.420281
Graph Density : 0.000276543270169955
Modularity : 0.399537
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,120 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, 11 June 2021 at 00:18 UTC.
The requested start date was Friday, 11 June 2021 at 00:01 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 5-day, 8-hour, 8-minute period from Friday, 04 June 2021 at 18:58 UTC to Thursday, 10 June 2021 at 03:06 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:
[1345] feel,attached [1345] attached,region [1345] region,country [1303] country,europe [1301] people,eu [1301] eu,feel [1301] europe,results [1301] results,survey [1301] survey,eu [1300] sundellviz,people Top Word Pairs in Tweet in G1:
[1279] people,eu [1279] eu,feel [1279] feel,attached [1279] attached,region [1279] region,country [1279] country,europe [1279] europe,results [1279] results,survey [1279] survey,eu [1278] sundellviz,people Top Word Pairs in Tweet in G2:
[622] #100daysofcode,#ai [555] #analytics,#bigdata [469] #ai,#analytics [403] #rstats,#ai [397] #reactjs,#python [389] ai_miami,strat_ai [363] #bigdata,#rstats [362] #ai,#reactjs [336] #datascientists,#analytics [301] free,#100daysofcode Top Word Pairs in Tweet in G3:
[406] blog,finally [406] finally,finished [406] finished,visualizing [406] visualizing,distributions [406] distributions,raincloud [406] raincloud,plots [406] plots,#ggplot2 [406] #ggplot2,showing [405] cedscherer,blog [47] #ggplot2,take Top Word Pairs in Tweet in G4:
[74] nightingale,site [73] thrilled,unveil [73] unveil,paywall [73] paywall,free [73] free,nightingale [73] site,featuring [73] featuring,mark [73] mark,courtesy [73] courtesy,datacitron [72] datavizsociety,thrilled Top Word Pairs in Tweet in G5:
[77] great,lakes [44] week's,#tidytuesday [41] #rstats,#dataviz [40] #tidytuesday,week [26] #tidytuesday,contribution [26] #dataviz,#datascience [24] commercial,fish [24] fish,catch [24] catch,data [24] data,big Top Word Pairs in Tweet in G6:
[21] see,more [19] detail,#dataviz [18] graphic,detail [18] #dataviz,see [9] #dataviz,#datavisualization [7] data,visualization [6] covid,19 [5] #datascience,#dataviz [5] chart,#dataviz [5] greggs,vs Top Word Pairs in Tweet in G7:
[120] #dataviz,source [63] age,buildings [63] buildings,#paris [63] #paris,#dataviz [62] randal_olson,age [43] feel,attached [43] attached,region [43] region,country [42] europeans,feel [42] country,#europe Top Word Pairs in Tweet in G8:
[29] greggs,vs [29] vs,pret [28] pret,heatmaps [28] heatmaps,#datavis [28] #datavis,#leafletjs [28] #leafletjs,#fhrs [28] #fhrs,#opendata [27] owenboswarva,greggs [22] dataisbeautiful,oc [19] instagram,account Top Word Pairs in Tweet in G9:
[114] giswqs,#leafmap [112] downloading,#openstreetmap [106] #leafmap,feature [102] feature,downloading [102] #openstreetmap,vector [102] vector,data [102] data,location [102] location,single [102] single,line [102] line,code Top Word Pairs in Tweet in G10:
[21] #dataviz,chboursin [20] top,10 [20] 10,#billionaire [20] #billionaire,cities [20] cities,visualcap [20] visualcap,#wealth [20] #wealth,#dataviz [20] chboursin,mvollmer1 [19] frronconi,top [19] mvollmer1,nevillegau 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 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 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: