The graph represents a network of 673 Twitter users whose tweets in the requested range contained "civictech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 24 March 2022 at 15:18 UTC.
The requested start date was Thursday, 24 March 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 13-day, 11-hour, 11-minute period from Thursday, 10 March 2022 at 08:00 UTC to Wednesday, 23 March 2022 at 19:12 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 : 673
Unique Edges : 623
Edges With Duplicates : 1228
Total Edges : 1851
Number of Edge Types : 5
Retweet : 484
MentionsInRetweet : 869
Tweet : 151
Mentions : 322
Replies to : 25
Self-Loops : 165
Reciprocated Vertex Pair Ratio : 0.0703205791106515
Reciprocated Edge Ratio : 0.131400966183575
Connected Components : 85
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 306
Maximum Edges in a Connected Component : 984
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.373348
Graph Density : 0.0022885268520484
Modularity : 0.512085
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 673 Twitter users whose tweets in the requested range contained "civictech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 24 March 2022 at 15:18 UTC.
The requested start date was Thursday, 24 March 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 13-day, 11-hour, 11-minute period from Thursday, 10 March 2022 at 08:00 UTC to Wednesday, 23 March 2022 at 19:12 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 : civictech
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:
[75] civic,tech [54] code4africa,team [54] team,growing [54] growing,part [54] part,continent [54] continent,largest [54] largest,network [50] hiring,code4africa [49] code4africa,hiring [49] network,indigen Top Word Pairs in Tweet in G1:
[23] #govtech,#civictech [10] #governmentit,#localgov [9] government,vendors [9] vendors,technically [9] technically,public [9] public,servants [9] servants,extremely [9] extremely,important [9] important,part [9] part,public Top Word Pairs in Tweet in G2:
[17] hello,romania [17] accommodation,offers [15] chojecka_kasia,avischiffmann [15] avischiffmann,hello [15] romania,hand [15] hand,accommodation [14] code4romania,chojecka_kasia [9] #code4romania,#civictech [7] co,ntgsapfkvt [7] ntgsapfkvt,și Top Word Pairs in Tweet in G3:
[54] code4africa,team [54] team,growing [54] growing,part [54] part,continent [54] continent,largest [54] largest,network [50] hiring,code4africa [49] code4africa,hiring [49] network,indigen [4] massive,recruitment Top Word Pairs in Tweet in G4:
[19] work,#civictech [19] #civictech,#publicinteresttech [19] #publicinteresttech,related [19] related,field [19] field,publicgoodtech [19] publicgoodtech,conducting [19] conducting,practitioner [19] practitioner,survey [18] cydharrell,work [6] nsf,proposals Top Word Pairs in Tweet in G5:
[21] produce,piece [21] piece,work [21] work,showcase [21] showcase,examples [19] #tictec,labs [17] examples,#civictech [15] part,#tictec [15] looking,someone [15] someone,produce [11] #civictech,interventions Top Word Pairs in Tweet in G6:
[15] founder,ebenezarwikina [15] ebenezarwikina,currently [15] currently,taking [15] taking,part [15] part,civichive [15] civichive,2022 [15] 2022,fellowship [15] fellowship,induction [15] induction,holding [15] holding,lagos Top Word Pairs in Tweet in G7:
[20] march,24th [19] relationship,between [17] civic,tech [17] tech,lt [17] lt,gt [16] tomorrow,join [16] join,almarngl [16] almarngl,kaerumy [16] kaerumy,marianastats [16] marianastats,snajmi Top Word Pairs in Tweet in G8:
[11] amasada2,rencontre [10] rencontre,échange [10] échange,labé [10] labé,président [10] président,cypher007 [10] cypher007,avons [10] avons,parlé [10] parlé,participation [10] participation,citoyenne [10] citoyenne,open Top Word Pairs in Tweet in G9:
[3] civic,tech [2] election,tech [2] tech,projects [2] cloud,one [2] civil,society Top Word Pairs in Tweet in G10:
[5] betanyc,hello [4] hello,nyc [4] nyc,friends [4] friends,interested [4] interested,being [4] being,pit [4] pit,ambassador [4] ambassador,mentor [4] mentor,leveraging [4] leveraging,design Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
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: