The graph represents a network of 902 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, 27 January 2022 at 16:18 UTC.
The requested start date was Thursday, 27 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 13-day, 19-hour, 5-minute period from Thursday, 13 January 2022 at 03:54 UTC to Wednesday, 26 January 2022 at 23:00 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 : 902
Unique Edges : 789
Edges With Duplicates : 1593
Total Edges : 2382
Number of Edge Types : 5
Replies to : 37
Mentions : 355
Retweet : 671
MentionsInRetweet : 1139
Tweet : 180
Self-Loops : 182
Reciprocated Vertex Pair Ratio : 0.0300075018754689
Reciprocated Edge Ratio : 0.0582665695557174
Connected Components : 101
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 400
Maximum Edges in a Connected Component : 1282
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.552659
Graph Density : 0.00168942613651744
Modularity : 0.528214
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 902 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, 27 January 2022 at 16:18 UTC.
The requested start date was Thursday, 27 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 13-day, 19-hour, 5-minute period from Thursday, 13 January 2022 at 03:54 UTC to Wednesday, 26 January 2022 at 23:00 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:
[55] civic,tech [54] design,government [52] potus,signed [52] signed,executive [52] executive,order [52] order,#cx [52] #cx,need [52] folks,make [52] make,happen [52] happen,ombpress Top Word Pairs in Tweet in G1:
[52] design,government [47] important,reminder [47] reminder,18f [47] 18f,alum [47] alum,cydharrell [47] cydharrell,simple [47] simple,intuitive [47] intuitive,design [47] government,more [47] more,good Top Word Pairs in Tweet in G2:
[19] civic,tech [10] tech,surgery [10] ensuring,#civictech [9] next,#tictec [9] #tictec,civic [7] #civictech,accessible [7] civictechto,#civictech [7] #civictech,tpsoperations [7] tpsoperations,record [7] record,times Top Word Pairs in Tweet in G3:
[21] l'association,civicpower [21] civicpower,fière [21] fière,d'annoncer [21] d'annoncer,soutien [21] soutien,nouveau [21] nouveau,parrain [21] parrain,jeune [21] jeune,espoir [21] espoir,rugby [21] rugby,français Top Word Pairs in Tweet in G4:
[45] democratic,governance [31] fund,africa [29] civic,tech [29] tech,fund [27] governance,africa [27] #civictech,ideas [26] expression,interest [24] call,expression [24] looking,#civictech [22] apply,calls Top Word Pairs in Tweet in G5:
[48] potus,signed [48] signed,executive [48] executive,order [48] order,#cx [48] #cx,need [48] folks,make [48] make,happen [48] happen,ombpress [47] amiraboland,potus [45] need,more Top Word Pairs in Tweet in G6:
[20] join,exciting [16] #civictech,#publicinteresttech [15] jehiah,sarah_june42 [13] nyc,#civichacknights [13] bringing,back [13] sarah_june42,devinbalkind [12] excited,rekindle [11] visit,lt [11] lt,gt [11] gt,more Top Word Pairs in Tweet in G7:
[16] #misaon,#jobs [12] learn,more [10] #govtech,#civictech [8] ontario,#it [8] thunder,bay [7] #onmuni,#onpoli [7] #onpoli,leaders [7] leaders,miss [7] miss,chance [7] chance,register Top Word Pairs in Tweet in G8:
[3] ding,ding [3] #citizenos,#civictech [2] #civictech,#govtech [2] people,#civictech [2] sauver,planète [2] tech,lead [2] lead,symfony [2] symfony,civictech [2] see,full [2] full,story Top Word Pairs in Tweet in G9:
[26] #civictech,projects [16] 24,feb [16] feb,teams [16] teams,present [16] present,#civictech [16] projects,working [16] working,months [16] months,register [15] prototypefundch,24 [10] check,#civictech Top Word Pairs in Tweet in G10:
[23] #civictech,#policing [17] #oss,#civictech [10] seeing,wave [10] wave,#civictech [10] #civictech,over [10] over,decade [10] decade,civc [10] civc,minded [10] minded,technologists [10] technologists,leveraging 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 G5:
Top Replied-To in G6:
Top Replied-To in G9:
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:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: