The graph represents a network of 4,786 Twitter users whose recent tweets contained "GDPR", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 21:04 UTC.
The tweets in the network were tweeted over the 1768-day, 13-hour, 5-minute period from Wednesday, 04 April 2018 at 11:52 UTC to Monday, 06 February 2023 at 00:57 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4786
Unique Edges : 3762
Edges With Duplicates : 9720
Total Edges : 13482
Number of Edge Types : 9
MentionsInReplyTo : 3411
Replies to : 1465
Tweet : 1436
Retweet : 2258
MentionsInRetweet : 3490
Mentions : 1181
Quote : 118
MentionsInQuote : 118
MentionsInQuoteReply : 5
Self-Loops : 1975
Reciprocated Vertex Pair Ratio : 0.0493595217762596
Reciprocated Edge Ratio : 0.0940755208333333
Connected Components : 1204
Single-Vertex Connected Components : 543
Maximum Vertices in a Connected Component : 1470
Maximum Edges in a Connected Component : 6569
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.939598
Graph Density : 0.000268285110569359
Modularity : 0.463347
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,786 Twitter users whose recent tweets contained "GDPR", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 21:04 UTC.
The tweets in the network were tweeted over the 1768-day, 13-hour, 5-minute period from Wednesday, 04 April 2018 at 11:52 UTC to Monday, 06 February 2023 at 00:57 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : GDPR
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:
[596] #cybersecurity,#hacker [540] #hacker,#infosec [352] dm,#cybersecurity [312] protect,accounts [311] wallets,dm [311] retrieve,protect [311] accounts,wallets [311] #hacked,retrieve [300] #dataprotection,#privacy [297] business,model Top Word Pairs in Tweet in G1:
[82] data,protection [62] protection,regulation [56] regulation,gdpr [47] general,data [44] gdpr,compliant [32] gdpr,compliance [30] data,privacy [25] forms,wordpress [25] create,gdpr [25] compliant,forms Top Word Pairs in Tweet in G2:
[593] #cybersecurity,#hacker [537] #hacker,#infosec [349] dm,#cybersecurity [309] protect,accounts [308] retrieve,protect [308] accounts,wallets [308] #hacked,retrieve [308] wallets,dm [296] #cloud,#cloudsecurity [296] #cloudsecurity,#dataprotection Top Word Pairs in Tweet in G3:
[295] business,model [295] 390,million [295] model,being [295] turns,forcing [295] fined,390 [295] being,fined [295] million,euros [295] meta,change [295] euros,eu [295] eu,turns Top Word Pairs in Tweet in G4:
[17] data,protection [17] #data,#privacy [16] #gdpr,#data [13] josephrkelly,blind_scholar [13] blind_scholar,cbouzy [11] #gdpr,#privacy [11] freyjababy,josephrkelly [10] wearedpo,gdpr_europe [10] endpoint,severs [10] cnil_en,eu_edpb Top Word Pairs in Tweet in G5:
[165] euthanised,knew [165] benji,falcro [165] rescue,commitment [165] dead,vets4pets [165] commitment,refused [165] knew,rescue [165] vets4pets,euthanised [165] falcro,dead [164] scanme_tukslaw,benji [12] rebeccaharrismp,jamesdalymp Top Word Pairs in Tweet in G6:
[16] data,protection [14] european,commission [10] eu,gdpr [8] need,exception [8] robertjbateman,nicolasmarangoz [8] ptaipale,traficomfinland [7] discord,fine [7] fine,france [7] using,sensitive [7] france,imposing Top Word Pairs in Tweet in G7:
[24] personal,data [19] back,corner [19] those,back [19] right,long [19] systems,today [19] #gdpr,applies [19] long,personal [19] corner,#gdpr [19] applies,#ai [19] #ai,systems Top Word Pairs in Tweet in G8:
[16] large,scale [12] gdpr,case [12] scale,gdpr [12] european,commission [10] eu,times [10] case,eu [10] times,year [10] start,checking [10] commission,start [10] checking,progress Top Word Pairs in Tweet in G9:
[4] randykite,lordoffreedom2 [4] albaa_maha,martin020455 [4] viv_cooper,cybremike [4] delwatson9,displacedyoon [4] of_flocks,viv_cooper [4] martin020455,thegrimbarian [4] roblev0,of_flocks [4] iangianni,wokewarriorfu [4] ksietes,albaa_maha [4] thegrimbarian,marcsaysmarc Top Word Pairs in Tweet in G10:
[19] 100,000 [18] #qualifieddpo,oggi [18] consumatori,pagherà [18] 000,euro [18] bellissimo,altroconsumo [18] altroconsumo,paladino [18] euro,sanzione [18] pagherà,100 [18] tutto,bellissimo [18] oggi,tutto 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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 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: