The graph represents a network of 766 Twitter users whose recent tweets contained "#GlobalDev", 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 Sunday, 18 April 2021 at 16:34 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 31-minute period from Saturday, 10 April 2021 at 10:00 UTC to Sunday, 18 April 2021 at 16:32 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 : 766
Unique Edges : 1208
Edges With Duplicates : 527
Total Edges : 1735
Number of Edge Types : 5
Replies to : 13
Mentions : 441
MentionsInRetweet : 777
Retweet : 381
Tweet : 123
Self-Loops : 136
Reciprocated Vertex Pair Ratio : 0.0387832699619772
Reciprocated Edge Ratio : 0.0746705710102489
Connected Components : 73
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 229
Maximum Edges in a Connected Component : 538
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.637702
Graph Density : 0.00233109780030376
Modularity : 0.71512
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 766 Twitter users whose recent tweets contained "#GlobalDev", 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 Sunday, 18 April 2021 at 16:34 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 31-minute period from Saturday, 10 April 2021 at 10:00 UTC to Sunday, 18 April 2021 at 16:32 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 : #GlobalDev
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:
[45] covid,19 [44] learn,more [41] global,south [38] #globaldev,practitioners [37] reviewed,400 [37] 400,studies [37] studies,released [37] released,pandemic [37] pandemic,began [37] began,found Top Word Pairs in Tweet in G1:
[4] googleexpertuk,hibowardere [3] antonioguterres,cooperazione_it [3] cooperazione_it,jkchauddhary [3] jkchauddhary,sophiebprian [3] sophiebprian,zoyamahmood15 [3] zoyamahmood15,galaxy4peace [3] galaxy4peace,marta2twitt [3] marta2twitt,unic_tokyo [3] unic_tokyo,unnewsarabic [3] unnewsarabic,tanya_plibersek Top Word Pairs in Tweet in G2:
[37] reviewed,400 [37] 400,studies [37] studies,released [37] released,pandemic [37] pandemic,began [37] began,found [37] evidence,clear [37] women,faced [37] faced,disproportionate [37] disproportionate,costs Top Word Pairs in Tweet in G3:
[37] #globaldev,practitioners [37] practitioners,global [37] global,south [37] south,looking [37] looking,testimonials [37] testimonials,experiences [37] experiences,white [37] white,saviourism [37] saviourism,book [37] book,co Top Word Pairs in Tweet in G4:
[8] true,development [8] development,partner [8] partner,#globaldev [6] going,type [6] type,quote [6] quote,again [6] again,expensive [6] expensive,miss [6] miss,gov't [6] gov't,systems Top Word Pairs in Tweet in G5:
[15] scott,yale [14] recent,chinese [14] chinese,white [14] white,paper [14] paper,poverty [14] poverty,eradication [14] eradication,dr [14] dr,weiping [14] weiping,prof [14] prof,baocheng Top Word Pairs in Tweet in G6:
[16] looking,operations [16] operations,manager [16] manager,join [16] join,#africancities [16] #africancities,team [16] team,take [16] take,look [16] look,full [16] full,job [16] job,spec Top Word Pairs in Tweet in G7:
[4] mark,calendars [4] calendars,download [4] download,copy [4] copy,excited [4] excited,tune [4] tune,important [4] important,discussion [4] discussion,using [4] using,#learning [4] #learning,past Top Word Pairs in Tweet in G8:
[6] pandemic,affected [6] affected,#globaldev [6] #globaldev,journos [6] journos,cover [6] cover,better [6] better,devex [6] devex,associate [6] associate,editor [6] editor,amrutabyatnal [6] amrutabyatnal,address Top Word Pairs in Tweet in G9:
[15] #development,#globaldev [13] anyone,serious [13] serious,interest [13] interest,content [13] content,currently [13] currently,sign [13] sign,free [13] free,print [13] print,subscription [13] subscription,#development Top Word Pairs in Tweet in G10:
[7] daily,news [7] news,compilation [7] compilation,#climatechange [7] #climatechange,#foodsecurity [7] #foodsecurity,#globaldev [7] #globaldev,featuring [7] featuring,story [7] story,more [5] #vintage,#booti [5] #booti,#globaldev Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: