The graph represents a network of 260 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, 31 December 2018 at 05:31 UTC.
The requested start date was Monday, 31 December 2018 at 01:01 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, 21-hour, 32-minute period from Monday, 17 December 2018 at 03:20 UTC to Monday, 31 December 2018 at 00:53 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 : 260
Unique Edges : 387
Edges With Duplicates : 81
Total Edges : 468
Number of Edge Types : 3
Mentions : 419
Replies to : 6
Tweet : 43
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.0182291666666667
Reciprocated Edge Ratio : 0.0358056265984655
Connected Components : 26
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 185
Maximum Edges in a Connected Component : 384
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.546194
Graph Density : 0.00580635580635581
Modularity : 0.695774
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[22] sexy,data [22] data,unicorn [22] unicorn,5 [22] 5,surprising [22] surprising,things [22] things,learned [22] learned,during [22] during,datadive [22] datadive,google [22] google,s Top Word Pairs in Tweet in G1:
[14] fao,nasa [14] nasa,release [14] release,next [14] next,generation [14] generation,geospatial [14] geospatial,tool [14] tool,tracks [14] tracks,land [14] land,use [14] use,landscape Top Word Pairs in Tweet in G2:
[7] look,back [7] back,high [7] high,points [7] points,bi [7] bi,analytics [7] analytics,2018 [7] 2018,top [7] top,trends [7] trends,augmented [7] augmented,nlp Top Word Pairs in Tweet in G3:
[12] data4good,job [12] job,alert [10] looking,hire [10] data,engineer [9] datakind,data4good [7] alert,unrefugeeagency [7] unrefugeeagency,provides [7] provides,critical [7] critical,support [7] support,refugees Top Word Pairs in Tweet in G4:
[21] sexy,data [21] data,unicorn [21] unicorn,5 [21] 5,surprising [21] surprising,things [21] things,learned [21] learned,during [21] during,datadive [21] datadive,google [21] google,s Top Word Pairs in Tweet in G5:
[13] out,now [13] now,latest [13] latest,edition [13] edition,itu [13] itu,journal [13] journal,data4good [12] itu,out Top Word Pairs in Tweet in G6:
[10] data,understood [10] understood,mean [10] mean,people [10] people,individuals [10] individuals,demand [10] demand,accountability [10] accountability,those [10] those,seek [9] alemannoeu,data [9] seek,kn Top Word Pairs in Tweet in G7:
[2] great,source [2] source,climateaction [2] climateaction,analytics [2] analytics,carbonbudget [2] carbonbudget,co2 [2] co2,ch4 [2] ch4,n2o [2] n2o,efforts [2] efforts,mitigate [2] mitigate,emissions Top Word Pairs in Tweet in G8:
[7] 2013,over [7] over,4 [7] 4,2 [7] 2,million [7] million,people [7] people,displaced [7] displaced,south [7] south,sudan [7] sudan,humdata [7] humdata,visualisation Top Word Pairs in Tweet in G9:
[4] correlaid,data4good [3] habemus,neue [3] neue,homepage [3] homepage,correlaid [3] correlaid,correlaid [2] ybuhl,habemus [2] happy,coding [2] coding,correlaid [2] correlaid,unikonstanz [2] unikonstanz,special Top Word Pairs in Tweet in G10:
[8] use,copernicus [8] copernicus,full [8] full,free [8] free,open [8] open,data [8] data,scientists [8] scientists,policymakers [8] policymakers,entrepreneurs [8] entrepreneurs,everyone [8] everyone,europe Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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:
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Top Tweeters in G9:
Top Tweeters in G10: