The graph represents a network of 889 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, 17 September 2020 at 15:29 UTC.
The requested start date was Thursday, 17 September 2020 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, 14-hour, 19-minute period from Thursday, 03 September 2020 at 02:30 UTC to Wednesday, 16 September 2020 at 16:50 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 : 889
Unique Edges : 638
Edges With Duplicates : 1758
Total Edges : 2396
Number of Edge Types : 5
Mentions : 415
Retweet : 707
MentionsInRetweet : 998
Tweet : 256
Replies to : 20
Self-Loops : 266
Reciprocated Vertex Pair Ratio : 0.0609540636042403
Reciprocated Edge Ratio : 0.114904246461282
Connected Components : 102
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 538
Maximum Edges in a Connected Component : 1787
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.395195
Graph Density : 0.00152134699378794
Modularity : 0.45802
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 889 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, 17 September 2020 at 15:29 UTC.
The requested start date was Thursday, 17 September 2020 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, 14-hour, 19-minute period from Thursday, 03 September 2020 at 02:30 UTC to Wednesday, 16 September 2020 at 16:50 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:
[82] civic,tech [57] #civictech,#digitaltransformation [55] #bigdata,#datas [54] #civictech,#govtech [49] role,#ai [49] #ai,rise [49] rise,#smartcities [49] #smartcities,experts [49] experts,talk [49] talk,risks Top Word Pairs in Tweet in G1:
[27] day,civic [26] national,day [26] civic,hacking [18] #civictech,#govtech [15] civic,tech [13] codeforamerica,brigades [13] brigades,country [13] people,over [10] teaming,codeforamerica [10] country,put Top Word Pairs in Tweet in G2:
[55] #bigdata,#datas [49] role,#ai [49] #ai,rise [49] rise,#smartcities [49] #smartcities,experts [49] experts,talk [49] talk,risks [49] risks,rewards [47] kirkdborne,role [42] #bigdata,#datascience Top Word Pairs in Tweet in G3:
[44] role,#civictech [43] #civictech,#digitaltransformation [41] civic,tech [35] #digitaltransformation,food [35] food,security [35] security,especially [35] especially,during [35] during,#covid_19 [35] #covid_19,pandemic [27] join,important Top Word Pairs in Tweet in G4:
[21] cydharrell,book [15] hey,hear [15] hear,wrote [15] wrote,#civictech [15] #civictech,book [15] book,order [14] civic,technologist [14] technologist,practice [14] cydharrell,hey [13] wrote,short Top Word Pairs in Tweet in G5:
[10] myth,buster [10] buster,government [10] government,place [10] place,become [10] become,better [10] better,innovator [10] innovator,things [10] things,journey [10] journey,pifgov [9] claricechan,myth Top Word Pairs in Tweet in G6:
[9] ravis,reprendre [9] reprendre,évènements [9] évènements,halles_civiques [9] halles_civiques,métropole [9] métropole,grandparismgp [9] grandparismgp,parle [9] parle,innovation [8] opengovfr,ravis [8] innovation,démocra [7] today's,#democracyday Top Word Pairs in Tweet in G7:
[10] interesa,nuestro [10] nuestro,workshop [10] workshop,acm_cscw [10] acm_cscw,#civictech [10] #civictech,tenemos [10] tenemos,novedades [10] novedades,nuevo [10] nuevo,plazo [10] plazo,entrega [10] entrega,18 Top Word Pairs in Tweet in G8:
[11] democratic,#taiwan [11] #taiwan,combat [11] combat,#coronavirus [11] #coronavirus,soap [11] soap,hand [11] hand,sanitizer [11] sanitizer,#civictech [11] #civictech,plenty [11] plenty,trust [11] trust,amplified Top Word Pairs in Tweet in G9:
[15] #civictech,#govtech [14] last,100 [14] 100,bills [14] #dataviz,#civictech [14] initiatieven,uitgelicht [10] bills,#government [9] #government,#dataviz [7] #collectie,corona [7] corona,initiatieven [7] #collectie,hulpvragen Top Word Pairs in Tweet in G10:
[11] #civictech,intern [11] intern,explores [11] explores,user [11] user,centered [11] centered,design [11] design,#irs [8] blog,coding [8] coding,forward [8] forward,#civictech [7] kelmansteve,blog Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
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 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: