The graph represents a network of 657 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, 19 May 2022 at 15:13 UTC.
The requested start date was Thursday, 19 May 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, 20-hour, 27-minute period from Thursday, 05 May 2022 at 01:38 UTC to Wednesday, 18 May 2022 at 22:06 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 : 657
Unique Edges : 583
Edges With Duplicates : 1131
Total Edges : 1714
Number of Edge Types : 5
Retweet : 479
MentionsInRetweet : 750
Mentions : 318
Tweet : 158
Replies to : 9
Self-Loops : 163
Reciprocated Vertex Pair Ratio : 0.0517051705170517
Reciprocated Edge Ratio : 0.098326359832636
Connected Components : 82
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 298
Maximum Edges in a Connected Component : 873
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.318663
Graph Density : 0.00221813861974236
Modularity : 0.502867
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 657 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, 19 May 2022 at 15:13 UTC.
The requested start date was Thursday, 19 May 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, 20-hour, 27-minute period from Thursday, 05 May 2022 at 01:38 UTC to Wednesday, 18 May 2022 at 22:06 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:
[49] mutabit,#candidatosendatos [39] public,service [39] make,impact [38] service,best [38] best,place [38] place,make [38] impact,biden [38] biden,harris [38] harris,administration [38] administration,continues Top Word Pairs in Tweet in G1:
[37] public,service [37] make,impact [36] service,best [36] best,place [36] place,make [36] impact,biden [36] biden,harris [36] harris,administration [36] administration,continues [36] continues,create Top Word Pairs in Tweet in G2:
[49] mutabit,#candidatosendatos [36] #candidatosendatos,cuánto [36] cuánto,cuándo [36] cuándo,quién [36] quién,hablan [36] hablan,candidatos [36] candidatos,presidenciales [36] presidenciales,twitter [29] #candidatosendatos,much [23] candidates,talk Top Word Pairs in Tweet in G3:
[9] #climathon,climate [9] climate,crisis [9] crisis,hackathon [9] hackathon,21 [9] 21,2022 [9] 2022,register [9] register,participate [9] participate,#climatechange [9] #climatechange,#civictech [9] #civictech,#hackathon Top Word Pairs in Tweet in G4:
[7] city,council [7] tabs,toronto [7] inclucityyyc,public [7] public,launch [7] launch,workshops [7] workshops,wed [7] wed,18 [7] 18,30pm [7] 30pm,mt [7] mt,register Top Word Pairs in Tweet in G5:
[25] team,spent [25] spent,years [25] years,creating [25] creating,groundbreaking [25] groundbreaking,research [25] research,report [25] report,anti [24] defineamerican,team [24] network,youtube [23] anti,immigration Top Word Pairs in Tweet in G6:
[17] #govtech,#civictech [16] #civictech,#stateandlocal [16] #stateandlocal,#governmentit [16] #governmentit,#localgov [14] #enterprisesoftware,#publicsector [13] #localgov,#enterprisesoftware [13] #publicsector,#cio [11] #cio,#statelocalit [6] #statelocalit,#landmanagement [6] software,system Top Word Pairs in Tweet in G7:
[7] #civictech,#newsletter [6] noneck,looking [5] monthly,newsletter [5] newsletter,the_message [5] lt,gt [4] the_message,lt [4] gt,#nyc [4] weds,2pm [4] 2pm,mnn59 [4] mnn59,nyc Top Word Pairs in Tweet in G8:
[2] hey,twitterverse [2] twitterverse,produce [2] produce,content [2] content,explaining [2] explaining,#lobbying [2] #lobbying,create [2] create,nft [2] nft,#illustrator [2] #illustrator,starting Top Word Pairs in Tweet in G9:
[9] india,hundred [9] hundred,#unicorns [9] #unicorns,none [9] none,#govtech [9] #govtech,sector [9] sector,needs [9] needs,done [9] done,create [8] jaijit,india [8] create,vib Top Word Pairs in Tweet in G10:
[9] 24,25 [9] 25,juni [9] juni,2022 [9] 2022,treffen [9] treffen,stadtwetzikon [9] stadtwetzikon,menschen [9] menschen,miteinander [9] miteinander,daten [9] daten,öffentlichen [9] öffentlichen,hand 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 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 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: