The graph represents a network of 829 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, 04 March 2021 at 16:18 UTC.
The requested start date was Thursday, 04 March 2021 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 12-day, 21-hour, 5-minute period from Thursday, 18 February 2021 at 03:12 UTC to Wednesday, 03 March 2021 at 00:17 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 : 829
Unique Edges : 631
Edges With Duplicates : 1502
Total Edges : 2133
Number of Edge Types : 5
Retweet : 595
Tweet : 239
MentionsInRetweet : 935
Mentions : 339
Replies to : 25
Self-Loops : 249
Reciprocated Vertex Pair Ratio : 0.0555041628122109
Reciprocated Edge Ratio : 0.105170902716915
Connected Components : 106
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 415
Maximum Edges in a Connected Component : 1282
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.126716
Graph Density : 0.00166226697668456
Modularity : 0.497032
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 829 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, 04 March 2021 at 16:18 UTC.
The requested start date was Thursday, 04 March 2021 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 12-day, 21-hour, 5-minute period from Thursday, 18 February 2021 at 03:12 UTC to Wednesday, 03 March 2021 at 00:17 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] civic,tech [43] #govtech,#civictech [32] #civictech,#govtech [29] local,government [26] imagino,investigación [26] investigación,#civictech [26] #civictech,medialabprado [26] medialabprado,espacio [26] espacio,único [26] único,encuentro Top Word Pairs in Tweet in G1:
[14] update,platform [14] platform,innovation [14] innovation,centre [14] centre,rockster [14] rockster,hosted [14] hosted,civictechyyc [14] civictechyyc,dataforgoodyyc [14] dataforgoodyyc,platformcalgary [14] platformcalgary,tues [13] case,studies Top Word Pairs in Tweet in G2:
[15] last,week [15] week,gsa [15] gsa,announced [15] announced,used [15] used,state [15] state,local [15] local,government [15] government,really [15] really,big [15] big,deal Top Word Pairs in Tweet in G3:
[29] civic,tech [10] data,analytics [9] scale,#civictech [9] #civictech,project [9] project,interesting [9] interesting,business [9] business,models [9] models,#civictech [9] #civictech,practitioners [8] living,collection Top Word Pairs in Tweet in G4:
[8] #opensource,#civictech [5] connecting,others [5] looking,forward [5] forward,presentation [5] presentation,democracylab [5] democracylab,latinxtechpdx [5] latinxtechpdx,#tech [5] #tech,#opensource [5] open,source [5] așa,decurs Top Word Pairs in Tweet in G5:
[19] open,data [16] data,week [13] week,team [13] team,looking [13] looking,virtual [13] virtual,volunteers [13] volunteers,help [13] help,facilitate [13] facilitate,year [13] year,festivities Top Word Pairs in Tweet in G6:
[26] imagino,investigación [26] investigación,#civictech [26] #civictech,medialabprado [26] medialabprado,espacio [26] espacio,único [26] único,encuentro [26] encuentro,comunidades [26] comunidades,proyectos [25] elaragon,imagino [25] proyectos,científ Top Word Pairs in Tweet in G7:
[17] welchen,kommunen [17] kommunen,bundesländern [17] bundesländern,#civictech [17] #civictech,gefördert [17] gefördert,funktioniert [17] funktioniert,gut [17] gut,besser [17] besser,gemacht [16] online,barcamp [16] oknrw,welchen Top Word Pairs in Tweet in G8:
[3] #civictech,#govtech [2] term,better [2] kami,tunggu [2] tunggu,kehadiran [2] kehadiran,kalian [2] kalian,citizens [2] citizens,sabtu [2] sabtu,tanggal [2] tanggal,27 [2] 27,februari Top Word Pairs in Tweet in G9:
[8] #govtech,#civictech [8] #civictech,#publicinteresttech [6] #publicinteresttech,#civictech [5] newamericapit,looks [4] looks,good [4] good,one [4] one,#socialmedia [4] #socialmedia,#govtech [3] #publicinteresttech,#govtech [3] looks,great Top Word Pairs in Tweet in G10:
[8] know,current [8] current,college [8] college,student [8] student,interested [8] interested,#civictech [8] #civictech,pass [7] cydharrell,know [4] happy,friday [4] friday,know [4] know,someone Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
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 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: