The graph represents a network of 129 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, 15 August 2022 at 18:45 UTC.
The requested start date was Monday, 15 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 19-hour, 47-minute period from Monday, 01 August 2022 at 11:48 UTC to Saturday, 13 August 2022 at 07:36 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 : 129
Unique Edges : 90
Edges With Duplicates : 176
Total Edges : 266
Number of Edge Types : 5
Retweet : 69
MentionsInRetweet : 104
Mentions : 57
Tweet : 33
Replies to : 3
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.0592592592592593
Reciprocated Edge Ratio : 0.111888111888112
Connected Components : 29
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 12
Maximum Edges in a Connected Component : 46
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.545748
Graph Density : 0.00866036821705426
Modularity : 0.513465
NodeXL Version : 1.0.1.503
Data Import : The graph represents a network of 129 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, 15 August 2022 at 18:45 UTC.
The requested start date was Monday, 15 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 19-hour, 47-minute period from Monday, 01 August 2022 at 11:48 UTC to Saturday, 13 August 2022 at 07:36 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:
[8] reveal,sides [8] rã,fã [8] fã,rentiel [8] rentiel,maã [8] maã,triser [8] triser,l'impact [8] l'impact,environnemental [8] environnemental,donnã [8] donnã,esâ [8] esâ,lagazettefr Top Word Pairs in Tweet in G1:
[3] bennstancil,blog [3] blog,analysts [3] analysts,needing [3] needing,portfolios [3] portfolios,gr8 [3] gr8,way [3] way,build [3] build,non [3] non,confidential [3] confidential,data Top Word Pairs in Tweet in G2:
[3] #dataconla,#data4good [3] join,dataconla [3] many,great [3] great,speakers [2] excited,moderating [2] moderating,#data4good [2] #data4good,panel [2] panel,dataconla [2] dataconla,oct [2] oct,24 Top Word Pairs in Tweet in G3:
[8] reveal,sides [7] precious,memories [7] memories,warm [7] things,feel [7] feel,closer [7] closer,farther [7] farther,away [7] away,see [7] see,world [7] world,different Top Word Pairs in Tweet in G4:
[7] thisisplace,wonderful [7] wonderful,game [7] game,changing [7] changing,model [7] model,spearheading [7] spearheading,ethical [7] ethical,use [7] use,#locationdata [7] #locationdata,#geodata [7] #geodata,#mappingdata Top Word Pairs in Tweet in G5:
[5] statsghana,vodafoneghana [4] happier,statsghana [4] vodafoneghana,accra [4] accra,series [4] series,workshops [4] workshops,discussions [3] #data4good,partnership [3] flowminder,happier [3] discussions,pro [2] today,meeting Top Word Pairs in Tweet in G6:
[7] #hiringalert,passionate [7] passionate,data [7] data,increase [7] increase,supply [7] supply,demand [7] demand,legal [7] legal,datasets [7] datasets,join [7] join,grow [6] civicdatalab,#hiringalert Top Word Pairs in Tweet in G7:
[8] rã,fã [8] fã,rentiel [8] rentiel,maã [8] maã,triser [8] triser,l'impact [8] l'impact,environnemental [8] environnemental,donnã [8] donnã,esâ [8] esâ,lagazettefr [7] opendata_fr,rã Top Word Pairs in Tweet in G8:
[6] open,medical [6] medical,data [3] article,open [3] data,advances [3] advances,#digitalhealth [3] #digitalhealth,articles [3] articles,open [3] data,series [2] kirkdborne,article Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
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: