The graph represents a network of 261 Twitter users whose tweets in the requested range contained "#data4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 13 July 2020 at 14:01 UTC.
The requested start date was Monday, 13 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 7-hour, 32-minute period from Monday, 29 June 2020 at 07:36 UTC to Sunday, 12 July 2020 at 15:09 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 : 261
Unique Edges : 214
Edges With Duplicates : 426
Total Edges : 640
Number of Edge Types : 5
Mentions : 114
Retweet : 180
MentionsInRetweet : 293
Tweet : 52
Replies to : 1
Self-Loops : 53
Reciprocated Vertex Pair Ratio : 0.0332409972299169
Reciprocated Edge Ratio : 0.064343163538874
Connected Components : 31
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 148
Maximum Edges in a Connected Component : 437
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.470759
Graph Density : 0.00549661066902446
Modularity : 0.503592
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 261 Twitter users whose tweets in the requested range contained "#data4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 13 July 2020 at 14:01 UTC.
The requested start date was Monday, 13 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 7-hour, 32-minute period from Monday, 29 June 2020 at 07:36 UTC to Sunday, 12 July 2020 at 15:09 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 : #data4good
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:
[28] ways,#datascience [28] #datascience,helping [28] helping,fight [28] fight,against [28] against,#covid19 [28] #covid19,#abdsc [28] #abdsc,#bigdata [27] #bigdata,#ai [24] kirkdborne,ways [21] data,science Top Word Pairs in Tweet in G1:
[21] ways,#datascience [21] #datascience,helping [21] helping,fight [21] fight,against [21] against,#covid19 [21] #covid19,#abdsc [21] #abdsc,#bigdata [21] #bigdata,#ai [19] kirkdborne,ways [12] #bigdata,#datascience Top Word Pairs in Tweet in G2:
[18] organisationen,unserer [18] unserer,datensprechstunde [18] ganz,unverbindlich [18] unverbindlich,unserer [18] unserer,expertin [18] expertin,nina [17] correlaid,neu [16] neu,fã [16] fã,gemeinnã [16] gemeinnã,tzige Top Word Pairs in Tweet in G3:
[14] wired,magazine [14] magazine,published [14] published,article [14] article,work [14] work,gon_castanedar [14] gon_castanedar,undp [14] undp,pnudlac [14] pnudlac,turinginst [14] turinginst,policy [14] policy,priority Top Word Pairs in Tweet in G4:
[8] data,science [5] #covid19,response [4] thank,stephensalerno4 [4] stephensalerno4,inviting [4] inviting,join [4] join,students [4] students,engaged [4] engaged,thoughtful [4] thoughtful,discussions [4] apply,10 Top Word Pairs in Tweet in G5:
[6] learn,more [6] more,youthrobotics [6] youthrobotics,program [6] program,brings [6] brings,#stem [6] #stem,training [6] training,students [6] students,around [6] around,world [5] werobotics,learn Top Word Pairs in Tweet in G6:
[15] celebrating,many [15] many,years [15] years,data [15] data,collection [15] collection,kenya [15] kenya,publication [15] publication,shallow [15] shallow,aquifer [15] aquifer,monitoring [15] monitoring,using Top Word Pairs in Tweet in G7:
[5] adr,uk [5] uk,comments [5] comments,researcher [5] researcher,call [5] call,improved [5] improved,data [5] data,access [5] access,adr_uk [5] adr_uk,#administrativedata [4] urbanbigdata,adr Top Word Pairs in Tweet in G8:
[4] space,trips [4] trips,cancer [4] cancer,research [4] research,something [4] something,common [4] common,stijnrogiers [4] stijnrogiers,discussing [4] discussing,imi_ju [4] imi_ju,prostatepioneer [3] mlambrecht,space Top Word Pairs in Tweet in G9:
[2] #aid,#intdev [2] catch,year's [2] year's,#geong [2] #geong,forum [2] forum,nov [2] nov,year [2] year,responsible [2] responsible,#inclusive [2] #inclusive,#im [2] #im,#data Top Word Pairs in Tweet in G10:
[5] today,4pm [5] 4pm,bst [5] bst,talking [5] talking,datakinduk [5] datakinduk,#datascience [5] #datascience,project [5] project,global_witness [5] global_witness,map [5] map,analyse [4] excited,presenting Top Replied-To in Entire Graph:
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: