The graph represents a network of 630 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, 21 April 2022 at 15:17 UTC.
The requested start date was Thursday, 21 April 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, 21-hour, 15-minute period from Thursday, 07 April 2022 at 01:22 UTC to Wednesday, 20 April 2022 at 22:38 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 : 630
Unique Edges : 457
Edges With Duplicates : 1106
Total Edges : 1563
Number of Edge Types : 5
MentionsInRetweet : 663
Mentions : 265
Retweet : 469
Tweet : 154
Replies to : 12
Self-Loops : 157
Reciprocated Vertex Pair Ratio : 0.0609597924773022
Reciprocated Edge Ratio : 0.114914425427873
Connected Components : 74
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 402
Maximum Edges in a Connected Component : 1160
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.760856
Graph Density : 0.00206424912307265
Modularity : 0.474548
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 630 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, 21 April 2022 at 15:17 UTC.
The requested start date was Thursday, 21 April 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, 21-hour, 15-minute period from Thursday, 07 April 2022 at 01:22 UTC to Wednesday, 20 April 2022 at 22:38 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:
[50] earth,day [47] 48,hour [44] civic,tech [40] until,48 [36] days,until [30] countdown,earth [29] hackathon,begins [27] #govtech,#civictech [24] non,binary [24] work,open Top Word Pairs in Tweet in G1:
[50] earth,day [46] 48,hour [40] until,48 [36] days,until [30] countdown,earth [29] hackathon,begins [23] democracylab,excited [22] excited,partner [22] partner,codeforall [22] codeforall,convene Top Word Pairs in Tweet in G2:
[16] hiring,looking [16] looking,hire [16] hire,full [16] full,time [16] time,research [16] research,assistant [16] assistant,assist [16] assist,research [16] research,process [16] process,developing Top Word Pairs in Tweet in G3:
[18] continent,largest [18] largest,network [16] network,indigenous [16] indigenous,african [16] african,#civictech [16] code4africa,hiring [15] hiring,part [15] part,code4africa [15] code4africa,continent [13] plaidoyer,ligne Top Word Pairs in Tweet in G4:
[14] helloo,cher [14] cher,réseau [14] réseau,sommes [14] sommes,ravies [14] ravies,présenter [14] présenter,#lead'elles [14] #lead'elles,initiative [14] initiative,civic [14] civic,tech [14] tech,doper Top Word Pairs in Tweet in G5:
[18] looking,several [18] several,fellow [18] fellow,experience [18] experience,supervisors [18] supervisors,join [18] join,digital [18] digital,corps [18] corps,team [18] team,support [18] support,incoming Top Word Pairs in Tweet in G6:
[24] non,binary [23] woman,non [23] binary,person [23] person,work [23] work,open [23] open,spaces [23] spaces,something [23] something,never [23] never,time [23] time,sit Top Word Pairs in Tweet in G7:
[8] #opendata,#civictech [6] curious,relationship [6] relationship,between [6] between,#opendata [6] #civictech,april [6] april,12 [6] 12,speaker [6] speaker,jkonga [6] jkonga,go_opendata [5] hope,wonderful Top Word Pairs in Tweet in G8:
[18] #govtech,#civictech [10] #civictech,#stateandlocal [10] #stateandlocal,#governmentit [10] #governmentit,#localgov [10] #publicsector,#cio [9] #localgov,#enterprisesoftware [9] #enterprisesoftware,#publicsector [8] #cio,#statelocalit [6] #localgov,#govtech [6] #statelocalit,#landmanagement Top Word Pairs in Tweet in G9:
[11] 48h,premier [11] premier,tour [11] tour,lemeilleurdesm [11] lemeilleurdesm,explore [11] explore,#civictech [11] #civictech,peuvent [11] peuvent,elles [11] elles,réconcilier [11] réconcilier,politique [11] politique,rdv Top Word Pairs in Tweet in G10:
[23] #civictech,#policing [19] #oss,#civictech [4] #community,#civictech [4] apis,open [4] open,data [4] data,standards [4] law,enforcement [3] public,safety [3] afraid,code [3] code,open 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 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: