The graph represents a network of 288 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 Tuesday, 13 August 2019 at 05:09 UTC.
The requested start date was Monday, 12 August 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, 20-hour, 58-minute period from Monday, 29 July 2019 at 00:19 UTC to Sunday, 11 August 2019 at 21:17 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 : 288
Unique Edges : 386
Edges With Duplicates : 167
Total Edges : 553
Number of Edge Types : 3
Mentions : 468
Tweet : 83
Replies to : 2
Self-Loops : 83
Reciprocated Vertex Pair Ratio : 0.051948051948052
Reciprocated Edge Ratio : 0.0987654320987654
Connected Components : 40
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 189
Maximum Edges in a Connected Component : 446
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.84083
Graph Density : 0.00489982578397213
Modularity : 0.602022
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[135] â,â [25] build,high [25] high,impact [25] impact,deep [25] deep,learning [25] learning,model [25] model,tree [25] tree,identification [24] #bigdata,#datascience [24] kirkdborne,build Top Word Pairs in Tweet in G1:
[28] â,â [22] ideas,#unusualsolutions [22] #unusualsolutions,competition [19] competition,now [16] open,students [14] drone,data [13] now,open [13] students,scholars [13] scholars,nonprofits [13] re,excited Top Word Pairs in Tweet in G2:
[103] â,â [24] build,high [24] high,impact [24] impact,deep [24] deep,learning [24] learning,model [24] model,tree [24] tree,identification [23] kirkdborne,build [19] identification,omdenaai Top Word Pairs in Tweet in G3:
[10] proud,tdh_ch [10] tdh_ch,partners [10] partners,project [10] project,#ieda [10] #ieda,won [10] won,2019 [10] 2019,global [10] global,south [10] south,#ehealth [10] #ehealth,observatory Top Word Pairs in Tweet in G4:
[8] #data4good,#job [8] #job,alert [5] woo,hoo [5] hoo,100 [5] 100,girlsplusdata [5] girlsplusdata,believe [5] believe,data [5] data,used [5] used,good [5] good,#data4good Top Word Pairs in Tweet in G5:
[6] really,matters [6] matters,sas [6] sas,#data4good [6] #data4good,sas [6] sas,press [6] press,team [2] data,#data4good [2] team,#sasprofs [2] #sasprofs,#sasusers [2] #sasusers,#saseducation Top Word Pairs in Tweet in G6:
[3] werobotics,drones [2] bravo,facebook [2] facebook,#disastermaps [2] #disastermaps,#data4good [2] #data4good,#ai [2] #ai,#bigdata [2] #bigdata,#satellites [2] #satellites,save [2] save,lives [2] lives,mahalo Top Word Pairs in Tweet in G7:
[5] drone,data [4] kenya,#flyinglabs [4] #flyinglabs,continue [4] continue,provide [4] provide,technical [4] technical,support [4] support,local [4] local,individuals [4] individuals,institutions [4] institutions,drone Top Word Pairs in Tweet in G8:
[5] pleasant,surprise [5] surprise,find [5] find,friday [5] friday,astrophyssoton [5] astrophyssoton,#data4good [5] #data4good,team [5] team,selected [5] selected,finalist [4] astroadamh,pleasant [4] finalist,uni_s Top Word Pairs in Tweet in G9:
[4] data,transparency [3] growing,momentum [3] momentum,around [3] around,#data4good [3] #data4good,movement [3] movement,push [3] push,greater [3] greater,#health [3] #health,data [3] transparency,board Top Word Pairs in Tweet in G10:
[2] découvrez,avec [2] avec,juliekae [2] juliekae,comment [2] comment,les [2] les,professionnels [2] professionnels,#santé [2] #santé,exploitent [2] exploitent,#data [2] #data,et [2] et,l'#ia Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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 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: