The graph represents a network of 2,274 Twitter users whose recent tweets contained "Saudi Aramco", 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 Friday, 14 June 2019 at 21:39 UTC.
The tweets in the network were tweeted over the 9-day, 21-hour, 58-minute period from Tuesday, 04 June 2019 at 23:31 UTC to Friday, 14 June 2019 at 21:30 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 : 2274
Unique Edges : 2707
Edges With Duplicates : 1287
Total Edges : 3994
Self-Loops : 640
Reciprocated Vertex Pair Ratio : 0.0174138569840682
Reciprocated Edge Ratio : 0.034231609613984
Connected Components : 434
Single-Vertex Connected Components : 327
Maximum Vertices in a Connected Component : 1587
Maximum Edges in a Connected Component : 3157
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.294388
Graph Density : 0.00053126430457193
Modularity : 0.629782
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[629] saudi,aramco [222] 9,trillion [131] 2,mississippi [131] mississippi,company [131] company,6 [131] 6,5 [131] 5,trillion [131] trillion,1 [131] 1,voc [131] 7,9 Top Word Pairs in Tweet in G1:
[35] saudi,aramco [24] السلام,عليكم [23] saudi_aramco,السلام [22] eastern,province [21] saudi_aramco,dhahran [21] dhahran,eastern [20] hisha53131346,saudi_aramco [16] saudi_aramco,متى [13] venture,arm [12] energy,industry Top Word Pairs in Tweet in G2:
[222] 9,trillion [187] saudi,aramco [131] 2,mississippi [131] mississippi,company [131] company,6 [131] 6,5 [131] 5,trillion [131] trillion,1 [131] 1,voc [131] 7,9 Top Word Pairs in Tweet in G3:
[84] saudi,aramco [32] first,earnings [27] live,#spief19 [24] khalid_alfalih,saudi [22] earnings,call [21] oil,storage [21] storage,facilities [20] company,s [20] energy,minister [19] host,first Top Word Pairs in Tweet in G4:
[46] بالمنطقة,الشمالية [39] من,#شخصيات_أرامكو [39] #شخصيات_أرامكو,المهندس [39] المهندس,فيصل [39] فيصل,النعيمي [39] النعيمي,مدير [39] مدير,إدارة [39] إدارة,خطوط [39] خطوط,الأنابيب [39] الأنابيب,بالمنطقة Top Word Pairs in Tweet in G5:
[98] year,founded [98] founded,sinopec [98] sinopec,1998 [98] 1998,rosneft [98] rosneft,1993 [98] 1993,lukoil [98] lukoil,1991 [98] 1991,gazprom [98] gazprom,1989 [98] 1989,cnpc Top Word Pairs in Tweet in G6:
[7] saudi,aramco [4] saudi,arabia [4] yuan,oil [3] saudi,government [3] oil,company [3] oil,gold [3] gold,standard [3] senschumer,realdonaldtrump [3] government,controlled [3] realdonaldtrump,saudi Top Word Pairs in Tweet in G7:
[35] saudi,aramco [32] revealed,itself [32] itself,world [32] world,s [32] s,profitable [32] profitable,company [32] company,s [32] s,preparing [31] preparing,host [31] host,first Top Word Pairs in Tweet in G8:
[16] saudi,aramco [12] ineos,saudi [7] millions,tonnes [6] aramco,braskem [6] braskem,formosa [6] formosa,plastics [5] new,plastics [5] carbon,#singleuseplastic [5] single,use [5] enfin,les Top Word Pairs in Tweet in G9:
[53] #ثاني_ايام_العيد,مداخلة [53] مداخلة,رئيس [53] رئيس,مجلس [53] مجلس,إداة [53] إداة,جمعية [53] جمعية,#ارفى [53] #ارفى,fm_zhrani [53] fm_zhrani,في [53] في,قناة [53] قناة,alresalahnet Top Word Pairs in Tweet in G10:
[10] total,kill [9] sabic,saudi_aramco [8] looted,job [8] job,destroy [8] destroy,tv [8] tv,kill [8] kill,health [8] health,total [8] kill,economy [8] economy,past 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: