The graph represents a network of 4,003 Twitter users whose tweets in the requested range contained "cambridgeanalytica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 30 December 2021 at 06:24 UTC.
The requested start date was Thursday, 30 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 89-day, 17-hour, 30-minute period from Friday, 01 October 2021 at 01:05 UTC to Wednesday, 29 December 2021 at 18:35 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 : 4003
Unique Edges : 3813
Edges With Duplicates : 9744
Total Edges : 13557
Number of Edge Types : 5
MentionsInRetweet : 5673
Mentions : 3242
Replies to : 706
Retweet : 3246
Tweet : 690
Self-Loops : 1261
Reciprocated Vertex Pair Ratio : 0.0155264434740417
Reciprocated Edge Ratio : 0.0305781175346393
Connected Components : 391
Single-Vertex Connected Components : 191
Maximum Vertices in a Connected Component : 3122
Maximum Edges in a Connected Component : 12248
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.173422
Graph Density : 0.000391947418746285
Modularity : 0.404493
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,003 Twitter users whose tweets in the requested range contained "cambridgeanalytica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 30 December 2021 at 06:24 UTC.
The requested start date was Thursday, 30 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 89-day, 17-hour, 30-minute period from Friday, 01 October 2021 at 01:05 UTC to Wednesday, 29 December 2021 at 18:35 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 : cambridgeanalytica
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:
[277] #deletezuckerbergonetime4all,#deletezuckerbergonetime4all [242] #deletezuckerbergonetime4all,aoc [229] #disinformation,#fakenews [225] hey,humans [225] #cambridgeanalytica,#capitolriots [224] humans,over [224] over,world [224] #capitolriots,#disinformation [224] #fakenews,#génocides [224] #génocides,#brexit Top Word Pairs in Tweet in G1:
[130] global,reach [129] breathtaking,global [121] reach,mercer [117] mapped,breathtaking [102] 60minutes,zuckerberg [102] zuckerberg,colleagues [101] colleagues,money [101] money,mapped [101] isawthesethings,60minutes [75] mercer,partnered Top Word Pairs in Tweet in G2:
[133] whistleblower,chrisinsilico [106] chrisinsilico,palantir [106] palantir,showed [106] harvest,data [106] data,facebook [105] showed,#cambridgeanalytica [105] #cambridgeanalytica,harvest [103] stefsimanowitz,whistleblower [84] #palantir,#facultyai [82] #facultyai,links Top Word Pairs in Tweet in G3:
[277] #deletezuckerbergonetime4all,#deletezuckerbergonetime4all [242] #deletezuckerbergonetime4all,aoc [225] #cambridgeanalytica,#capitolriots [225] hey,humans [224] #capitolriots,#disinformation [224] #disinformation,#fakenews [224] #fakenews,#génocides [224] #génocides,#brexit [224] #brexit,#trump2016 [224] humans,over Top Word Pairs in Tweet in G4:
[62] worked,#cambridgeanalytica [61] shocker,more [61] more,folk [61] folk,worked [61] #cambridgeanalytica,spreading [61] spreading,bs [61] bs,covid [61] covid,vaccine [60] emmalbriant,shocker [39] steve,bannon Top Word Pairs in Tweet in G5:
[89] #gefraud,#crimescene [88] #crimescene,#cambridgeanalytica [86] #cambridgeanalytica,#fb [67] #fb,#siliconvalley [62] #siliconvalley,#robertmercer [62] #call4corbyn,#joy4j [61] #robertmercer,#trump [55] #trump,#zuckerberg [52] #joy4j,#mniwiconi [52] #zuckerberg,#sherylsandberg Top Word Pairs in Tweet in G6:
[16] cambridge,analytica [12] #facebook,#cambridgeanalytica [10] #cambridgeanalytica,#facebook [8] mark,zuckerberg [5] great,hack [4] #cambridgeanalytica,scandal [4] zuckerberg,added [4] caso,#cambridgeanalytica [4] descubra,seus [4] seus,#dados Top Word Pairs in Tweet in G7:
[73] isawthesethings,jimstewartson [73] bannon,mercer [73] mercer,partnered [73] partnered,scl [73] scl,decades [73] decades,#psyops [73] #psyops,expertise [73] expertise,hacking [73] hacking,global [73] global,elections Top Word Pairs in Tweet in G8:
[5] georgvh,epc_eu [5] epc_eu,technically [5] technically,eu [5] eu,meantime [5] meantime,know [5] know,caused [5] caused,#brexit [5] #brexit,#disinformation [5] #disinformation,#fakenews [4] vanbergheneu,georgvh Top Word Pairs in Tweet in G9:
[15] vp,#cambridgeanalytica [15] #cambridgeanalytica,funded [14] funded,#kochnetwork [14] #kochnetwork,russia [13] russia,#kochdisciples [13] #fascism,#resistance [12] #bannonincontempt,former [12] former,vp [12] #kochdisciples,pushed [12] pushed,groom Top Word Pairs in Tweet in G10:
[36] failure,protect [36] protect,user [36] user,data [36] data,#zuckerberg [36] #zuckerberg,personally [36] personally,involved [36] involved,decisions [36] decisions,related [36] related,#cambridgeanalytica [36] #cambridgeanalytica,dc Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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