The graph represents a network of 194 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 January 2022 at 18:56 UTC.
The requested start date was Monday, 31 January 2022 at 01:01 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, 30-minute period from Monday, 17 January 2022 at 03:31 UTC to Friday, 28 January 2022 at 23:02 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 : 194
Unique Edges : 143
Edges With Duplicates : 321
Total Edges : 464
Number of Edge Types : 5
Retweet : 126
MentionsInRetweet : 220
Mentions : 66
Tweet : 49
Replies to : 3
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0.0622222222222222
Reciprocated Edge Ratio : 0.117154811715481
Connected Components : 52
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 17
Maximum Edges in a Connected Component : 118
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.563119
Graph Density : 0.00638320602531916
Modularity : 0.50067
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 194 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 January 2022 at 18:56 UTC.
The requested start date was Monday, 31 January 2022 at 01:01 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, 30-minute period from Monday, 17 January 2022 at 03:31 UTC to Friday, 28 January 2022 at 23:02 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:
[16] cmngounou,vbwamba [16] vbwamba,afroleadership_ [14] proud,involved [14] involved,study [14] study,showing [14] showing,living [14] living,within [14] within,700m [14] 700m,canal [14] canal,connected Top Word Pairs in Tweet in G1:
[11] #sashackathon,#sasanalyticsexplorers [11] #sasanalyticsexplorers,#data4good [7] wondered,hackathon [7] hackathon,really [7] really,means [7] means,blog [7] blog,never [7] never,wondered [7] wondered,blog [7] blog,still Top Word Pairs in Tweet in G2:
[16] cmngounou,vbwamba [16] vbwamba,afroleadership_ [10] welcome,cmngounou [10] afroleadership_,thisisplace [10] thisisplace,ambassadors [10] ambassadors,scale [10] scale,#data4good [10] #data4good,work [8] résolument,révolution [8] révolution,données Top Word Pairs in Tweet in G3:
[6] #data4good,#jobalert [6] sassoftware,revolutionize [5] life,saving [5] saving,innovation [5] innovation,better [5] better,patient [5] patient,outcomes [5] outcomes,biomerieuxusa [5] biomerieuxusa,works [5] works,sassoftware Top Word Pairs in Tweet in G4:
[11] looking,forward [11] forward,talking [11] talking,volunteered [11] volunteered,geographic [11] geographic,information [11] information,agi_ecn [11] agi_ecn,cornish_jack [11] cornish_jack,ramblersgb [10] astuntech,looking [4] starting,career Top Word Pairs in Tweet in G5:
[14] proud,involved [14] involved,study [14] study,showing [14] showing,living [14] living,within [14] within,700m [14] 700m,canal [14] canal,connected [14] connected,lower [14] lower,risk Top Word Pairs in Tweet in G6:
[11] demand,recent [11] recent,talk [11] talk,amalthea [11] amalthea,21 [11] 21,india [11] india,data [11] data,#ai [11] #ai,reshaping [11] reshaping,world [10] kirkdborne,demand Top Word Pairs in Tweet in G7:
[6] precious,memories [6] memories,warm [6] warm,future [6] future,things [6] things,feel [6] feel,closer [6] closer,farther [6] farther,away [6] away,see [6] see,world Top Word Pairs in Tweet in G8:
[5] inclusive,writing [5] writing,tool [3] tool,make [3] make,job [3] job,descriptions [3] descriptions,inviting [3] inviting,uinclude_co [3] uinclude_co,eliminate [3] eliminate,bias [2] congrats,founders Top Word Pairs in Tweet in G9:
[6] dream,job [6] job,#civictech [6] #civictech,nerd [6] nerd,looking [6] looking,help [6] help,government [6] government,better [6] better,deliver [6] deliver,economic [6] economic,security Top Word Pairs in Tweet in G10:
[4] nutzt,man [4] man,bewegungsdaten [4] bewegungsdaten,wahrt [4] wahrt,dabei [4] dabei,die [4] die,privatsphäre [4] privatsphäre,zeigen [4] zeigen,mobilfunkdaten [4] mobilfunkdaten,die [4] die,veränderte Top Replied-To in Entire Graph:
Top Replied-To in G2:
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: