The graph represents a network of 493 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, 21 October 2019 at 15:19 UTC.
The requested start date was Monday, 21 October 2019 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, 17-hour, 8-minute period from Monday, 07 October 2019 at 00:46 UTC to Sunday, 20 October 2019 at 17:54 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
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[30] #bigdata,#ai [30] #ai,probably [30] probably,keep [30] keep,alive [30] alive,longer [30] longer,#datascience [29] #datascience,#machinelearning [28] kirkdborne,#bigdata [25] #bigdata,#opendata [24] ht,kirkdborne Top Word Pairs in Tweet in G1:
[29] #bigdata,#ai [29] #ai,probably [29] probably,keep [29] keep,alive [29] alive,longer [29] longer,#datascience [28] #datascience,#machinelearning [27] kirkdborne,#bigdata [25] #bigdata,#opendata [24] ht,kirkdborne Top Word Pairs in Tweet in G2:
[8] don,t [8] t,diversity [8] diversity,#data [8] #data,#ai [8] #ai,risk [8] risk,bias [8] bias,massive [8] massive,scale [8] scale,biscorecard [8] biscorecard,makes Top Word Pairs in Tweet in G3:
[10] #techforgood,#data4good [6] robust,machine [6] machine,learning [6] learning,model [6] model,accurately [6] accurately,map [6] map,disaster [6] disaster,risk [6] risk,areas [6] areas,help Top Word Pairs in Tweet in G4:
[19] #code,submitted [19] submitted,winners [12] released,under [12] under,#opensource [12] #opensource,license [11] license,learn [11] learn,use [11] use,adapt [11] adapt,#datascientist [11] #datascientist,#data4good Top Word Pairs in Tweet in G5:
[6] #data4good,conference [3] conference,auckland [3] 4,november [3] check,out [3] sincere,thanks [3] thanks,generous [3] generous,expertise [3] expertise,sassoftware [3] sassoftware,#data4good [3] #data4good,program Top Word Pairs in Tweet in G6:
[4] new,orleans [4] #data4good,#opportunityzones [3] new,data [3] data,analysis [3] analysis,shows [3] shows,opportunities [3] opportunities,#inclusivegrowth [3] #inclusivegrowth,historic [3] historic,new [3] orleans,neighborhood Top Word Pairs in Tweet in G7:
[16] hack,traffic [8] want,contribute [8] contribute,#smartcity [8] #smartcity,#chisinau [8] #chisinau,help [8] help,hack [8] traffic,#hackathon [8] traffic,chisinau [8] chisinau,passionate [8] passionate,#datascience Top Word Pairs in Tweet in G8:
[10] synthetic,data [9] data,real [9] real,solution [9] solution,privacy [9] privacy,problem [9] problem,interview [9] interview,signmagazine [9] signmagazine,latest [8] onsjames,synthetic [8] latest,met Top Word Pairs in Tweet in G9:
[12] #data4good,week [10] #datascience,#dataanalytics [8] mangothecat,#data4good [8] week,mango [8] used,good [7] mango,celebrating [7] celebrating,#datascience [7] good,watch [6] being,used [5] #dataanalytics,used Top Word Pairs in Tweet in G10:
[7] ukauthority,#data4good [7] conference,today [5] pleased,nhsdigital [5] nhsdigital,participating [5] participating,discussion [5] discussion,ukauthority [5] #data4good,conference [5] today,gspearing [4] government,needs [4] needs,put 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 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: