The graph represents a network of 2 631 Twitter users whose recent tweets contained "#rstats", 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, 09 November 2020 at 19:48 UTC.
The tweets in the network were tweeted over the 2-day, 0-hour, 38-minute period from Saturday, 07 November 2020 at 17:23 UTC to Monday, 09 November 2020 at 18:02 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 : 2631
Unique Edges : 7566
Edges With Duplicates : 30422
Total Edges : 37988
Number of Edge Types : 5
Retweet : 16912
MentionsInRetweet : 16504
Tweet : 1314
Replies to : 587
Mentions : 2671
Self-Loops : 1556
Reciprocated Vertex Pair Ratio : 0,00928792569659443
Reciprocated Edge Ratio : 0,0184049079754601
Connected Components : 30
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 2543
Maximum Edges in a Connected Component : 37888
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3,600245
Graph Density : 0,00160184289973452
Modularity : 0,221995
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2 631 Twitter users whose recent tweets contained "#rstats", 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, 09 November 2020 at 19:48 UTC.
The tweets in the network were tweeted over the 2-day, 0-hour, 38-minute period from Saturday, 07 November 2020 at 17:23 UTC to Monday, 09 November 2020 at 18:02 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 : #rstats
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:
[7688] #iot,#iiot [7178] #python,#rstats [6889] #coding,#100daysofcode [6574] #programming,#coding [6558] #analytics,#datascience [6451] #bigdata,#analytics [6406] #javascript,#reactjs [5442] #datascientist,#linux [5438] #cloudcomputing,#serverless [5096] #datascience,#ai Top Word Pairs in Tweet in G1:
[286] #tidyverse,#rstats [136] #rstats,#datascience [119] #rspatial,#rstats [103] #rstats,#rspatial [89] data,science [85] #dataviz,#rspatial [75] #rstats,code [72] cran,updates [66] covid,19 [61] #rstudio,#rstats Top Word Pairs in Tweet in G2:
[6459] #iot,#iiot [5968] #python,#rstats [5743] #coding,#100daysofcode [5474] #programming,#coding [5428] #analytics,#datascience [5294] #bigdata,#analytics [5233] #javascript,#reactjs [4422] #datascientist,#linux [4323] #cloudcomputing,#serverless [4281] #datascience,#ai Top Word Pairs in Tweet in G3:
[826] #iot,#iiot [821] #bigdata,#analytics [816] #javascript,#reactjs [813] #python,#rstats [805] #cloudcomputing,#serverless [791] #coding,#100daysofcode [790] #analytics,#datascience [748] #programming,#coding [731] #datascientist,#linux [724] #serverless,#datascientist Top Word Pairs in Tweet in G4:
[140] cronyism,tory [140] tory,government [140] government,control [140] control,honestly [140] honestly,keep [140] keep,track [140] track,combined [140] combined,main [140] main,skills [140] skills,puns Top Word Pairs in Tweet in G5:
[103] applied,economics [97] #econtwitter,#rstats [97] #rstats,share [97] share,applied [97] economics,tutorial [97] tutorial,created [97] created,students [97] students,colleagues [97] colleagues,bristoluniecon [97] bristoluniecon,follows Top Word Pairs in Tweet in G6:
[170] #codenewbie,#datascience [164] #iot,#flutter [140] #cybersecurity,#rstats [140] #rstats,#codenewbie [135] #javascript,#serverless [119] #flutter,#javascript [115] #serverless,#womenintech [115] #womenintech,#cybersecurity [114] #devcommunity,#iot [96] #100daysofcode,#devcommunity Top Word Pairs in Tweet in G7:
[315] #iot,#iiot [310] #python,#rstats [291] #coding,#100daysofcode [290] #javascript,#reactjs [287] #programming,#coding [276] #analytics,#datascience [268] #bigdata,#analytics [247] #cloudcomputing,#serverless [246] #ai,#ml [235] #python,#java Top Word Pairs in Tweet in G8:
[63] covid,19 [48] de,noviembre [29] #covid19,#rstats [29] en,el [23] casos,detectados [20] el,mundo [19] #covidー19,#rstats [18] los,fines [18] fines,de [18] de,semana Top Word Pairs in Tweet in G9:
[20] #rstats,#rspatial [18] sans,prise [18] prise,en [18] en,compte [18] compte,de [18] de,la [18] la,taille [18] taille,dimension [18] dimension,variable [18] variable,visuelle Top Word Pairs in Tweet in G10:
[36] __,#rstats [36] #rstats,#100daysofcode [36] #100daysofcode,#100daysofmlcode [36] #100daysofmlcode,#100daysofnocode [36] #100daysofnocode,#indiegamedev [36] #ml,#lowcode [36] #gamedev,#art [31] r4,98 [31] #indiegamedev,#ml [28] magick,workbench Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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: