The graph represents a network of 454 Twitter users whose recent tweets contained "@transparenttech", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 15 February 2023 at 16:44 UTC.
The tweets in the network were tweeted over the 8-day, 22-hour, 4-minute period from Monday, 06 February 2023 at 16:00 UTC to Wednesday, 15 February 2023 at 14:04 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 : 454
Unique Edges : 786
Edges With Duplicates : 643
Total Edges : 1429
Number of Edge Types : 5
Retweet : 526
MentionsInRetweet : 624
Mentions : 195
Replies to : 72
Tweet : 12
Self-Loops : 15
Reciprocated Vertex Pair Ratio : 0.014985014985015
Reciprocated Edge Ratio : 0.0295275590551181
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 454
Maximum Edges in a Connected Component : 1429
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.006812
Graph Density : 0.00494014450895158
Modularity : 0.356377
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 454 Twitter users whose recent tweets contained "@transparenttech", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 15 February 2023 at 16:44 UTC.
The tweets in the network were tweeted over the 8-day, 22-hour, 4-minute period from Monday, 06 February 2023 at 16:00 UTC to Wednesday, 15 February 2023 at 14:04 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 : TwitterSearch
Graph Term : @transparenttech
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[215] calling,twitter [208] public,interest [197] transparenttech,calling [180] severely,disrupt [176] twitter,reverse [170] reverse,decision [166] free,api [165] twitter's,decision [162] projects,worldwide [162] interest,projects Top Word Pairs in Tweet in G1:
[136] public,interest [134] calling,twitter [128] twitter,reverse [128] reverse,decision [119] decision,revoke [119] revoke,access [119] free,api [119] access,free [118] published,today [118] severely,disrupt Top Word Pairs in Tweet in G2:
[42] calling,twitter [41] transparenttech,calling [41] public,interest [39] twitter,reverse [33] reverse,decision [33] severely,disrupt [32] free,api [32] projects,worldwide [32] decision,revoke [32] access,free Top Word Pairs in Tweet in G3:
[36] elonmusk,transparenttech [32] dire,situation [32] concerning,#relief [32] social,media [32] major,tech [32] time,magazine [32] tech,companies [32] situation,#turkey [32] efforts,social [32] media,data Top Word Pairs in Tweet in G4:
[36] fill,form [30] mutual,aid [30] aid,impacted [30] organizing,mutual [30] transparenttech,organizing [27] form,request [27] provide,support [27] impacted,researchers [27] request,provide [27] researchers,fill Top Word Pairs in Tweet in G5:
[7] severely,disrupt [7] yang3kc,davidlazer [7] davidlazer,transparenttech [7] nicolasbchb,totetmatt [7] social,media [6] twitter,reverse [6] transparenttech,flefgraph [6] thousands,public [6] twitter's,decision [6] transparenttech,calling Top Word Pairs in Tweet in G6:
[21] transparenttech,calling [21] calling,twitter [20] severely,disrupt [19] research,community [19] twitter',descision [19] free,access [19] those,projects [19] lot,those [19] going,severely [19] decision,research Top Word Pairs in Tweet in G7:
[6] api,access [6] interest,research [6] access,vital [6] transparenttech's,call [6] free,api [6] behalf,aoir_org [6] close,free [6] access,big [6] enshrine,form [6] call,twitter Top Word Pairs in Tweet in G8:
[2] transparenttech,molly0xfff Top Word Pairs in Tweet in G9:
[2] interest,research [2] studying,public [2] apis,studying [2] remain,easily [2] transparency,accountability [2] access,fundamental [2] data,access [2] easily,accessible [2] read,more [2] signed,letter Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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