Saudi, Twitter, 2/27/2021 8:44:59 AM, 249680
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Saudi_2021-02-26_22-58-18.xlsx
Saudi_2021-02-26_22-58-18.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
February 27, 2021
Short Description:
Saudi via NodeXL https://bit.ly/3syihWR
@jaketapper
@joebiden
@mcfaul
@ajenglish
@ksamofaen
@nickkristof
@nytimes
@reuters
@asyounotwish
@potus

Top hashtags:
#saudi
#khashoggi
#كلنا_محمد_بن_سلمان
#saudiarabia
#statement
#allofusmbs
#jamalkhashoggi

Description:
Description
The graph represents a network of 16,755 Twitter users whose recent tweets contained "Saudi", 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 Saturday, 27 February 2021 at 08:04 UTC.

The tweets in the network were tweeted over the 2-hour, 58-minute period from Saturday, 27 February 2021 at 04:00 UTC to Saturday, 27 February 2021 at 06:58 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


Overall Graph Metrics
Vertices : 16755
Unique Edges : 21522
Edges With Duplicates : 4308
Total Edges : 25830
Number of Edge Types : 5
Retweet : 14468
MentionsInRetweet : 3220
Replies to : 2336
Tweet : 2970
Mentions : 2836
Self-Loops : 3042
Reciprocated Vertex Pair Ratio : 0.00409875590703057
Reciprocated Edge Ratio : 0.00816404936848677
Connected Components : 1963
Single-Vertex Connected Components : 1035
Maximum Vertices in a Connected Component : 12114
Maximum Edges in a Connected Component : 20146
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.409984
Graph Density : 7.41788943572208E-05
Modularity : 0.735473
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 16,755 Twitter users whose recent tweets contained "Saudi", 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 Saturday, 27 February 2021 at 08:04 UTC.

The tweets in the network were tweeted over the 2-hour, 58-minute period from Saturday, 27 February 2021 at 04:00 UTC to Saturday, 27 February 2021 at 06:58 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 : Saudi
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[367] https://www.nytimes.com/2021/02/26/opinion/sunday/saudi-arabia-biden-khashoggi.html?smid=tw-share
[271] https://www.citizensforethics.org/news/press-releases/white-house-reverses-trump-records-policy-confirms-whatsapp-messages-saved/
[204] https://trib.al/UCK69GH
[199] https://omar.house.gov/media/press-releases/rep-omar-statement-khashoggi-assassination-approved-saudi-prince
[192] https://twitter.com/AyaniMel/status/1365161935180734466
[168] https://www.nytimes.com/2021/02/26/us/politics/jamal-khashoggi-killing-cia-report.html
[153] https://apnews.com/article/istanbul-archive-jamal-khashoggi-journalists-26c37f6d603737de7509f5ee09ae7f9d?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP
[140] https://www.washingtonpost.com/national-security/khashoggi-killing-intelligence-report-release-mbs-saudi-arabia/2021/02/26/df5f6e58-7844-11eb-948d-19472e683521_story.html
[139] https://www.washingtonpost.com/opinions/2021/02/26/biden-iran-saudi-arabia-syria/
[137] https://www.aljazeera.com/news/2021/2/26/mbs-oversaw-saudi-killers-of-khashoggi-us-intel-report

Top URLs in Tweet in G1:
[79] https://www.nytimes.com/2021/02/26/opinion/sunday/saudi-arabia-biden-khashoggi.html?smid=tw-share
[8] https://twitter.com/nytimes/status/1365371698812436482
[7] https://www.washingtonpost.com/national-security/khashoggi-killing-intelligence-report-release-mbs-saudi-arabia/2021/02/26/df5f6e58-7844-11eb-948d-19472e683521_story.html
[6] https://twitter.com/jaketapper/status/1365466605430464513
[5] https://www.cnn.com/videos/tv/2021/02/26/lead-alex-marquardt-dnt-live-jake-tapper.cnn
[5] https://twitter.com/nycsouthpaw/status/1365477786668957699
[4] https://twitter.com/therecount/status/1365426102668320773
[4] https://www.cnn.com/2021/02/26/politics/biden-administration-khashoggi-report/index.html?utm_medium=social&utm_source=twCNN&utm_content=2021-02-26T18:22:19
[3] https://www.reuters.com/article/us-usa-saudi-khashoggi-sanctions-idUSKBN2AQ2QI
[3] https://www.cnn.com/2021/02/17/middleeast/saudi-biden-mbs-robertson-intl/index.html

Top URLs in Tweet in G2:
[77] https://www.spa.gov.sa/2195179
[54] https://www.washingtonpost.com/opinions/2021/02/26/biden-iran-saudi-arabia-syria/
[49] https://www.theguardian.com/world/2021/feb/26/mohammed-bin-salman-us-realpolitik-foreign-policy
[44] https://trib.al/kU993He
[35] https://www.odni.gov/files/ODNI/documents/assessments/Assessment-Saudi-Gov-Role-in-JK-Death-20210226.pdf
[17] https://www.washingtonpost.com/national-security/khashoggi-killing-intelligence-report-release-mbs-saudi-arabia/2021/02/26/df5f6e58-7844-11eb-948d-19472e683521_story.html
[17] https://www.nytimes.com/2021/02/26/opinion/sunday/saudi-arabia-biden-khashoggi.html?smid=tw-share
[15] https://thehill.com/homenews/administration/540799-biden-vows-to-hold-saudi-arabia-accountable-after-khashoggi-report
[14] https://twitter.com/kennardmatt/status/1365230902683525122
[13] https://www.cnn.com/2021/02/26/politics/biden-administration-khashoggi-report/index.html?utm_medium=social&utm_source=twCNN&utm_content=2021-02-26T18:22:19

Top URLs in Tweet in G3:
[187] https://omar.house.gov/media/press-releases/rep-omar-statement-khashoggi-assassination-approved-saudi-prince
[88] https://trib.al/wH8Tx7i
[48] https://fsi.stanford.edu/events/saudi-arabia-can-economic-reform-succeed-without-political-change
[36] https://slate.com/news-and-politics/2021/02/jamal-khashoggi-report-mohamed-bin-salman.html?via=rss_socialflow_twitter
[30] https://www.washingtonpost.com/national-security/khashoggi-killing-intelligence-report-release-mbs-saudi-arabia/2021/02/26/df5f6e58-7844-11eb-948d-19472e683521_story.html?itid=hp-top-table-main
[15] https://www.nytimes.com/2021/02/26/opinion/sunday/saudi-arabia-biden-khashoggi.html?smid=tw-share
[13] https://citizenlab.ca/2018/10/the-kingdom-came-to-canada-how-saudi-linked-digital-espionage-reached-canadian-soil/
[11] https://www.nytimes.com/2021/02/26/us/politics/saudi-kill-team-khashoggi.html
[11] https://www.juancole.com/2021/02/standards-civilians-sanctions.html?utm_source=dlvr.it&utm_medium=twitter
[11] https://www.rawstory.com/khashoggi-kushner/

Top URLs in Tweet in G4:
[14] https://www.nytimes.com/2021/02/26/opinion/sunday/saudi-arabia-biden-khashoggi.html?smid=tw-share
[13] https://www.nytimes.com/2021/02/26/opinion/sunday/saudi-arabia-biden-khashoggi.html?campaign_id=45&emc=edit_nk_20210227&instance_id=27557&nl=nicholas-kristof®i_id=68669082&segment_id=52449&te=1&user_id=00c124bac1ab9f6dab54efdb6c628b33
[11] https://www.bbc.co.uk/news/world-us-canada-56213528
[9] https://apple.news/AhcTi0zqhRYO-_is_-Q4XAQ
[9] https://www.reuters.com/article/us-usa-saudi-khashoggi/saudi-de-facto-ruler-approved-operation-that-led-to-khashoggis-death-u-s-idUSKBN2AQ2OC
[9] https://www.nytimes.com/2021/02/26/us/politics/jamal-khashoggi-killing-cia-report.html?partner=IFTTT
[8] https://www.washingtonpost.com/national-security/khashoggi-killing-intelligence-report-release-mbs-saudi-arabia/2021/02/26/df5f6e58-7844-11eb-948d-19472e683521_story.html
[8] https://www.nytimes.com/2021/02/26/us/politics/biden-mbs-khashoggi.html?partner=IFTTT
[7] https://newsng.com.ng/jamal-khashoggi-us-indicts-saudi-crown-prince-for-murder-of-journalist/
[6] https://www.nytimes.com/2021/02/26/us/politics/biden-mbs-khashoggi.html?smid=tw-share

Top URLs in Tweet in G5:
[231] https://www.citizensforethics.org/news/press-releases/white-house-reverses-trump-records-policy-confirms-whatsapp-messages-saved/
[67] https://twitter.com/crampell/status/1219713769263321089
[23] https://www.odni.gov/files/ODNI/documents/assessments/Assessment-Saudi-Gov-Role-in-JK-Death-20210226.pdf
[12] https://amp.cnn.com/cnn/2021/02/26/politics/biden-administration-khashoggi-report/index.html
[11] https://www.cnbc.com/2021/02/26/saudi-fund-vulnerable-after-mbs-actions-in-khashoggi-killing-ex-obama-official-says.html
[9] https://trib.al/0GqD1Bg
[9] https://www.cbsnews.com/news/report-saudi-crown-prince-says-kusher-was-in-his-pocket/
[8] https://www.nytimes.com/2021/02/26/opinion/sunday/saudi-arabia-biden-khashoggi.html
[7] https://www.nytimes.com/2021/02/26/opinion/sunday/saudi-arabia-biden-khashoggi.html?smid=tw-share
[6] https://www.rawstory.com/read-it-us-intel-report-directly-blames-saudi-crown-prince-for-approving-of-jamal-khashoggi/

Top URLs in Tweet in G6:
[31] https://twitter.com/AdityaRajKaul/status/1365371063576666116
[23] https://www.cnn.com/2021/02/26/politics/biden-administration-khashoggi-report/index.html
[3] https://www.dni.gov/files/ODNI/documents/assessments/Assessment-Saudi-Gov-Role-in-JK-Death-20210226v2.pdf
[2] https://twitter.com/NBCNews/status/1365367863943565318
[2] https://de.rt.com/meinung/113692-usa-und-saudi-arabien-unordentliche-strategische-allianz/
[2] https://twitter.com/ashomoukh/status/1365394681857769474
[1] https://www.aljazeera.com/news/2021/2/26/saudi-arabia-rejects-us-intel-report-on-khashoggi-death?taid=6039e6f37459310001cdea86&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.aljazeera.com/news/2021/2/26/mbs-oversaw-saudi-killers-of-khashoggi-us-intel-report?taid=6039e36c7459310001cdea77&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://trib.al/UCK69GH
[1] https://www.hrw.org/news/2019/01/30/saudi-arabia-10-reasons-why-women-flee

Top URLs in Tweet in G7:
[45] https://www.reuters.com/article/us-usa-saudi-khashoggi-reactions-idUSKBN2AQ2Z3?taid=60399f727459310001cde921&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[30] https://www.reuters.com/article/us-usa-saudi-khashoggi-text-idUSKBN2AQ32I?taid=6039c74bc0731c00012269b5&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[19] https://www.alarabiya.net/saudi-today/2021/02/27/%D8%AE%D8%B7%D9%88%D8%A7%D8%AA-%D8%B3%D8%B1%D9%8A%D8%B9%D8%A9-%D9%88%D9%85%D8%B9%D9%84%D9%86%D8%A9-%D9%87%D9%83%D8%B0%D8%A7-%D8%AA%D8%B9%D8%A7%D9%85%D9%84%D8%AA-%D8%A7%D9%84%D8%B3%D8%B9%D9%88%D8%AF%D9%8A%D8%A9-%D9%85%D8%B9-%D9%82%D8%B6%D9%8A%D8%A9-%D8%AE%D8%A7%D8%B4%D9%82%D8%AC%D9%8A
[19] https://www.reuters.com/article/us-usa-saudi-khashoggi-sanctions-idUSKBN2AQ2QI?taid=603975477459310001cde85d&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[19] https://www.reuters.com/article/us-usa-saudi-khashoggi-reactions-idUSKBN2AQ2Z3?taid=6039741a7459310001cde85a&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[19] https://trib.al/MPlO0E3
[16] https://www.alarabiya.net/saudi-today/2021/02/26/%D9%85%D8%B1%D8%A7%D8%B3%D9%84%D9%88-%D8%B4%D8%A8%D9%83%D8%A7%D8%AA-%D8%B9%D8%A7%D9%84%D9%85%D9%8A%D8%A9-%D8%AA%D9%82%D8%B1%D9%8A%D8%B1-%D9%85%D9%82%D8%AA%D9%84-%D8%AE%D8%A7%D8%B4%D9%82%D8%AC%D9%8A-%D8%A8%D9%84%D8%A7-%D8%A3%D8%AF%D9%84%D8%A9-%D8%A3%D9%88-%D9%85%D8%B9%D9%84%D9%88%D9%85%D8%A7%D8%AA
[13] https://www.alarabiya.net/saudi-today/2021/02/26/%D8%A7%D9%84%D8%AE%D8%A7%D8%B1%D8%AC%D9%8A%D8%A9-%D8%A7%D9%84%D8%A3%D9%85%D9%8A%D8%B1%D9%83%D9%8A%D8%A9-%D9%88%D8%A7%D8%B4%D9%86%D8%B7%D9%86-%D9%85%D8%A7-%D8%B2%D8%A7%D9%84%D8%AA-%D9%85%D8%B5%D9%85%D9%85%D8%A9-%D8%B9%D9%84%D9%89-%D8%B9%D9%84%D8%A7%D9%82%D8%AA%D9%87%D8%A7-%D8%A8%D8%A7%D9%84%D8%B3%D8%B9%D9%88%D8%AF%D9%8A%D8%A9
[8] https://www.abc.es/internacional/abci-salman-aprobo-plan-para-capturar-o-matar-khashoggi-segun-inteligencia-eeuu-202102261917_noticia.html#vca=rrss&vmc=abc-es&vso=tw&vli=cm-automaticomundo
[8] https://www.haaretz.com/middle-east-news/.premium-saudi-crown-prince-approved-likely-ordered-khashoggi-murder-u-s-report-shows-1.9573088

Top URLs in Tweet in G8:
[174] https://www.nytimes.com/2021/02/26/opinion/sunday/saudi-arabia-biden-khashoggi.html?smid=tw-share
[68] https://www.nytimes.com/2021/02/26/opinion/sunday/saudi-arabia-biden-khashoggi.html
[60] https://trib.al/ixxQK6q
[54] https://www.nytimes.com/2021/02/26/opinion/sunday/saudi-arabia-biden-khashoggi.html?referringSource=articleShare
[51] https://trib.al/DVZ55mD
[10] https://www.nytimes.com/2021/02/26/opinion/sunday/saudi-arabia-biden-khashoggi.html#click=https://t.co/3RhT75hZvL
[5] https://www.odni.gov/files/ODNI/documents/assessments/Assessment-Saudi-Gov-Role-in-JK-Death-20210226.pdf
[5] https://www.citizensforethics.org/news/press-releases/white-house-reverses-trump-records-policy-confirms-whatsapp-messages-saved/
[5] https://www.theguardian.com/commentisfree/2019/mar/10/us-saudi-arabia-trump-kushner-mohammed-bin-salman
[4] https://www.washingtonpost.com/national-security/khashoggi-killing-intelligence-report-release-mbs-saudi-arabia/2021/02/26/df5f6e58-7844-11eb-948d-19472e683521_story.html?tid=ss_tw

Top URLs in Tweet in G9:
[161] https://trib.al/UCK69GH
[73] https://www.speaker.gov/newsroom/22621-2
[37] https://www.theonion.com/saudi-crown-prince-begins-100-hours-of-court-ordered-co-1830471371
[28] https://nation.africa/kenya/news/world/us-slaps-sanctions-on-elite-saudi-unit-over-jamal-khashoggi-murder-3305888
[19] https://www.nytimes.com/video/world/middleeast/100000006154117/khashoggi-istanbul-death-saudi-consulate.html
[11] https://www.nytimes.com/2019/03/17/world/middleeast/khashoggi-crown-prince-saudi.html?smid=tw-share
[10] https://trib.al/MIEfSB9
[10] https://www.bloomberg.com/news/articles/2021-02-26/u-s-to-apply-sanctions-on-76-saudis-under-khashoggi-policy?sref=HQB7G2wY&utm_medium=social&utm_campaign=socialflow-organic&cmpid=socialflow-twitter-business&utm_source=twitter&utm_content=business
[10] https://www.theonion.com/saudi-crown-prince-begins-100-hours-of-court-ordered-co-1830471371?utm_medium=sharefromsite&utm_source=theonion_twitter
[9] https://trib.al/81ySIye

Top URLs in Tweet in G10:
[129] https://apnews.com/article/istanbul-archive-jamal-khashoggi-journalists-26c37f6d603737de7509f5ee09ae7f9d?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP
[57] https://twitter.com/nytimes/status/1365371698812436482
[54] https://www.npr.org/2019/10/02/765780013/opinion-trump-and-pompeo-have-enabled-a-saudi-cover-up-of-the-khashoggi-killing
[49] https://intelligence.house.gov/news/documentsingle.aspx?DocumentID=1117
[22] https://twitter.com/ap/status/1365367051469152260
[9] https://www.washingtonpost.com/national-security/khashoggi-killing-intelligence-report-release-mbs-saudi-arabia/2021/02/26/df5f6e58-7844-11eb-948d-19472e683521_story.html?tid=ss_tw
[7] https://apnews.com/article/istanbul-archive-jamal-khashoggi-journalists-26c37f6d603737de7509f5ee09ae7f9d?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP
[7] https://www.reuters.com/article/us-usa-saudi-khashoggi-sanctions-idUSKBN2AQ2QI?taid=603975477459310001cde85d&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[7] https://www.dailymail.co.uk/news/article-9305005/U-S-government-says-Saudi-Crown-Prince-Mohammed-bin-Salman-APPROVED-killing-Jamal-Khashoggi.html?ito=social-twitter_dailymailus
[7] https://www.nytimes.com/2018/05/19/us/politics/trump-jr-saudi-uae-nader-prince-zamel.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1100] twitter.com
[1060] nytimes.com
[1025] trib.al
[402] washingtonpost.com
[340] reuters.com
[274] citizensforethics.org
[259] house.gov
[247] aljazeera.com
[209] apnews.com
[193] alarabiya.net

Top Domains in Tweet in G1:
[81] nytimes.com
[28] twitter.com
[15] cnn.com
[15] trib.al
[12] washingtonpost.com
[4] deccanherald.com
[3] reuters.com
[3] cbc.ca
[2] businessinsider.com
[2] aljazeera.com

Top Domains in Tweet in G2:
[111] trib.al
[103] twitter.com
[88] washingtonpost.com
[77] gov.sa
[57] theguardian.com
[55] easybranches.com
[42] nytimes.com
[36] odni.gov
[26] cnn.com
[20] youtube.com

Top Domains in Tweet in G3:
[193] house.gov
[116] trib.al
[67] nytimes.com
[49] washingtonpost.com
[48] stanford.edu
[40] twitter.com
[36] slate.com
[18] rawstory.com
[13] citizenlab.ca
[11] juancole.com

Top Domains in Tweet in G4:
[108] twitter.com
[78] nytimes.com
[32] reuters.com
[28] theguardian.com
[23] co.uk
[19] washingtonpost.com
[15] apple.news
[14] cnbc.com
[13] youtube.com
[13] blogspot.com

Top Domains in Tweet in G5:
[233] citizensforethics.org
[90] twitter.com
[34] nytimes.com
[23] odni.gov
[21] cnn.com
[20] trib.al
[13] cnbc.com
[9] cbsnews.com
[9] reuters.com
[8] rawstory.com

Top Domains in Tweet in G6:
[35] twitter.com
[23] cnn.com
[3] dni.gov
[2] aljazeera.com
[2] rt.com
[1] trib.al
[1] hrw.org

Top Domains in Tweet in G7:
[165] reuters.com
[52] alarabiya.net
[36] trib.al
[20] eremnews.com
[13] cnn.com
[9] twitter.com
[8] abc.es
[8] haaretz.com
[7] com.mx
[7] alhurra.com

Top Domains in Tweet in G8:
[314] nytimes.com
[120] trib.al
[20] twitter.com
[11] washingtonpost.com
[8] theguardian.com
[5] odni.gov
[5] citizensforethics.org
[4] npr.org
[3] speaker.gov
[2] reuters.com

Top Domains in Tweet in G9:
[202] trib.al
[73] speaker.gov
[72] nytimes.com
[55] theonion.com
[28] nation.africa
[18] bloomberg.com
[14] twitter.com
[10] apnews.com
[8] cnn.com
[7] aljazeera.com

Top Domains in Tweet in G10:
[138] apnews.com
[92] twitter.com
[54] npr.org
[52] house.gov
[15] washingtonpost.com
[13] trib.al
[11] nytimes.com
[8] co.uk
[7] reuters.com
[5] citizensforethics.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[589] saudi
[424] khashoggi
[424] كلنا_محمد_بن_سلمان
[303] saudiarabia
[249] statement
[248] allofusmbs
[228] jamalkhashoggi
[199] resumeflightsind_ksa
[148] mbs
[133] all_of_us_mbs



Top Hashtags in Tweet in G1:
[57] urgent
[5] bothsides
[4] jamalkhashoggi
[2] democrats
[2] saudiarabia
[1] maga
[1] magnitsky

Top Hashtags in Tweet in G2:
[236] statement
[115] saudi
[81] saudiarabia
[81] theciareportfailed
[70] spagov
[60] khashoggi
[52] arabicemirates
[50] jamalkhashoggi
[38] allofusmbs
[38] كلنا_محمد_بن_سلمان

Top Hashtags in Tweet in G3:
[30] khashoggi
[20] saudi
[19] allofusmbs
[15] كلنا_محمد_بن_سلمان
[13] thedissident
[7] all_of_us_mbs
[5] urgent
[5] خاشقجي
[3] onev1
[3] demvoice1

Top Hashtags in Tweet in G4:
[70] saudi
[53] كلنا_محمد_بن_سلمان
[51] saudiarabia
[41] jamalkhashoggi
[40] khashoggi
[38] allofusmbs
[30] mbs
[20] us
[17] mohammedbinsalman
[16] all_of_us_mbs

Top Hashtags in Tweet in G5:
[67] maga
[8] urgent
[4] bidenbombssyria
[3] saudi
[3] gqp
[2] khashoggi
[1] trump
[1] saudiarabia
[1] jamalkhashoggi
[1] onev1

Top Hashtags in Tweet in G6:
[23] breaking
[23] khashoggi
[3] khashoggireport
[2] usa
[2] saudiarabien
[2] allianz
[1] jamalkhashoggi

Top Hashtags in Tweet in G7:
[180] كلنا_محمد_بن_سلمان
[77] allofusmbs
[52] العربية
[47] saudi
[46] السعودية
[37] all_of_us_mbs
[25] وزارة_الخارجية_السعودية
[25] المملكة
[21] خاشقجي
[21] الشعب_السعودي

Top Hashtags in Tweet in G8:
[11] saudi
[7] mbs
[5] jamalkhashoggi
[5] khashoggi
[4] biden
[3] turkey
[3] cia
[3] urgent
[2] humanrights
[2] justiceforjamal

Top Hashtags in Tweet in G9:
[20] khashoggi
[7] saudiarabia
[5] urgent
[4] mbs
[3] freesadhan
[3] jamalkhashoggi
[2] china
[2] السعودية
[2] تركيا
[2] renzi

Top Hashtags in Tweet in G10:
[56] saudiarabia
[55] saudi
[4] iran
[4] yemen
[4] marib
[4] الیمن
[3] khashoggi
[2] thedissident
[2] maga
[2] justiceforjamal

Top Words
Top Words in Tweet in Entire Graph:
[18315] saudi
[8638] prince
[6871] khashoggi
[6001] arabia
[5760] crown
[5495] biden
[4831] jamal
[3684] report
[3012] salman
[2778] president

Top Words in Tweet in G1:
[2393] saudi
[2156] biden
[2114] prince
[1947] president
[1923] responsible
[1895] see
[1873] look
[1869] brutal
[1864] away
[1862] wrong

Top Words in Tweet in G2:
[2345] saudi
[1081] arabia
[1061] khashoggi
[903] jamal
[711] prince
[681] biden
[644] crown
[639] report
[491] murder
[448] journalist

Top Words in Tweet in G3:
[1849] saudi
[1082] arabia
[875] khashoggi
[833] prince
[720] crown
[453] jamal
[433] salman
[395] needs
[394] need
[380] murder

Top Words in Tweet in G4:
[1029] saudi
[442] khashoggi
[418] prince
[325] crown
[319] arabia
[208] report
[192] biden
[190] jamal
[183] killing
[168] approved

Top Words in Tweet in G5:
[1521] saudi
[1025] prince
[879] crown
[679] khashoggi
[617] kushner
[583] mbs
[514] jared
[406] trump
[403] murder
[334] report

Top Words in Tweet in G6:
[657] saudi
[427] biden
[409] syria
[244] mbs
[233] turkey
[230] against
[223] china
[215] israel
[211] bomb
[211] arch

Top Words in Tweet in G7:
[562] saudi
[302] arabia
[202] prince
[192] salman
[189] crown
[181] people
[180] #كلنا_محمد_بن_سلمان
[176] khashoggi
[156] mohammed
[125] report

Top Words in Tweet in G8:
[386] saudi
[369] murderer
[363] biden
[256] mbs
[234] opportunity
[230] khashoggi
[226] walk
[220] prince
[215] lets
[211] nickkristof

Top Words in Tweet in G9:
[720] saudi
[533] khashoggi
[466] prince
[443] crown
[437] jamal
[350] report
[335] salman
[326] intelligence
[324] arabia
[266] journalist

Top Words in Tweet in G10:
[661] saudi
[591] jamal
[572] khashoggi
[479] prince
[461] crown
[341] journalist
[283] approved
[250] operation
[242] breaking
[242] murder

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5797] saudi,arabia
[5704] crown,prince
[4177] jamal,khashoggi
[2925] saudi,crown
[2158] prince,responsible
[2145] saudi,royal
[2112] washington,columnist
[2107] punishing,saudi
[2099] royal,prince
[2088] look,away

Top Word Pairs in Tweet in G1:
[1860] royal,prince
[1859] saudi,royal
[1856] look,away
[1856] prince,responsible
[1855] isn,punishing
[1855] punishing,saudi
[1854] willing,look
[1854] doesn,bother
[1854] bother,biden
[1854] biden,isn

Top Word Pairs in Tweet in G2:
[1070] saudi,arabia
[844] jamal,khashoggi
[641] crown,prince
[381] journalist,jamal
[323] kingdom,saudi
[321] saudi,citizen
[315] murder,saudi
[312] report,submitted
[310] congress,regarding
[310] citizen,jamal

Top Word Pairs in Tweet in G3:
[1080] saudi,arabia
[716] crown,prince
[419] jamal,khashoggi
[382] need,saudi
[374] arabia,needs
[366] mohammed,salman
[357] prince,mohammed
[337] needs,need
[272] saudi,crown
[210] human,rights

Top Word Pairs in Tweet in G4:
[314] crown,prince
[304] saudi,arabia
[221] saudi,crown
[173] jamal,khashoggi
[107] khashoggi,killing
[99] prince,approved
[80] saudi,prince
[69] approved,operation
[67] mohammed,salman
[60] journalist,jamal

Top Word Pairs in Tweet in G5:
[864] crown,prince
[500] jared,kushner
[496] saudi,crown
[301] prince,mbs
[244] jamal,khashoggi
[231] kushner,used
[231] used,whatsapp
[231] whatsapp,message
[231] message,saudi
[231] mbs,government

Top Word Pairs in Tweet in G6:
[211] arch,rivals
[210] bomb,syria
[210] saudi,israel
[209] two,bigoted
[209] bigoted,acts
[209] acts,fascist
[209] fascist,donald
[209] donald,trump
[209] trump,didn
[209] didn,bomb

Top Word Pairs in Tweet in G7:
[293] saudi,arabia
[189] crown,prince
[154] mohammed,salman
[106] jamal,khashoggi
[82] kingdom,saudi
[68] saudi,crown
[63] journalist,jamal
[54] prince,mohammed
[51] smoking,gun
[51] gun,'

Top Word Pairs in Tweet in G8:
[223] murderer,walk
[184] saudi,arabia
[177] jamal,khashoggi
[174] missed,opportunity
[168] crown,prince
[141] government,publicly
[140] publicly,identifies
[140] identifies,mbs
[140] mbs,murderer
[140] murderer,friend

Top Word Pairs in Tweet in G9:
[440] crown,prince
[417] jamal,khashoggi
[322] saudi,arabia
[237] mohammed,salman
[233] prince,mohammed
[217] journalist,jamal
[210] intelligence,report
[173] assassination,journalist
[165] salman,saudi
[165] khashoggi,intelligence

Top Word Pairs in Tweet in G10:
[527] jamal,khashoggi
[460] crown,prince
[257] journalist,jamal
[247] approved,operation
[193] saudi,crown
[144] prince,approved
[129] breaking,officials
[129] officials,believe
[129] believe,saudi
[129] operation,'capture

Top Replied-To
Top Replied-To in Entire Graph:
@jaketapper
@rqmarketing_
@mcfaul
@saudi_armystore
@potus
@ksamofaen
@saudi_gazette
@caslernoel
@mama_c2
@joebiden

Top Replied-To in G1:
@jaketapper
@lovelaughshowup
@jeremyherb
@kiamn1
@kikimelendez
@mominlacity
@notcapnamerica
@lisalaurenhere
@karenaboylan
@karenkole1999

Top Replied-To in G2:
@potus
@ksamofaen
@joebiden
@secblinken
@vpvpvpvv
@stevenbeschloss
@brhodes
@cnn
@jschanzer
@whitehouse

Top Replied-To in G3:
@mcfaul
@senwarren
@therecount
@jeremyslevin
@jeff_m_mastro
@khaleddalmas
@jaketapper
@whatifisaidit
@lifeunder3
@omarthethinker

Top Replied-To in G5:
@caslernoel
@mama_c2
@drgjackbrown
@funder
@postopinions
@natashabertrand
@jeremyherb
@politvidchannel
@jaketapper
@andrewdesiderio

Top Replied-To in G6:
@asyounotwish
@twitterarabs
@mohan_melody
@ani
@abhijitmajumder
@chellaney
@frankisalegend1
@_isaac__newton
@mcfaul
@sushantsareen

Top Replied-To in G7:
@reuters
@45mogaber
@azeezsub
@aross17
@kuwaity__7r
@w4r8fz2y3nqhsxz
@childeire
@name39434476
@trumpnewspolls
@999saudsalman

Top Replied-To in G8:
@nickkristof
@dirkschwenk
@kevinliptakcnn
@nytopinion
@yashar
@tvietor08
@melissakchan
@gregolear
@minggao26
@trumpisgone99

Top Replied-To in G9:
@nytimes
@speakerpelosi
@donaldbkipkorir
@duty2warn
@ap
@jaketapper
@wesleylowery
@nationbreaking
@business
@schitric

Top Replied-To in G10:
@nbcnews
@ap
@repadamschiff
@puestoloco
@houseintel
@robbrazo
@danrather
@geofrier
@lcoxswain
@bbcnewsasia

Top Mentioned
Top Mentioned in Entire Graph:
@joebiden
@bts_twt
@ilhanmn
@nickkristof
@potus
@jaketapper
@saudi_armys
@mcfaul
@lawrence
@repadamschiff

Top Mentioned in G1:
@jaketapper
@potus
@joebiden
@marquardta
@theleadcnn
@washingtonpost
@ronwyden
@kat4obama
@gatodemiel
@jessicajbalzer

Top Mentioned in G2:
@joebiden
@potus
@washingtonpost
@cnn
@ksamofaen
@vp
@secblinken
@adamschiff
@whitehouse
@ksamofa

Top Mentioned in G3:
@ilhanmn
@mcfaul
@lawrence
@stanford
@fsistanford
@glennkirschner2
@oamaz7
@citizenlab
@billmarczak

Top Mentioned in G4:
@noticias24horas
@tv47ke

Top Mentioned in G5:
@googlenews
@jeremyherb
@daffodil139
@cbspolitics
@landed_q
@alkhatabyemen
@repmalinowski
@secblinken
@_reaalamerican_

Top Mentioned in G6:
@paruchirps
@shashitharoor
@twitter
@abhijitmajumder
@natashafatah
@jack
@twittersafety
@adityarajkaul
@twitterarabs

Top Mentioned in G7:
@reuters
@mbs
@elcorreo_com
@afp
@moasalem
@siddiquimaha
@jamwalnews18
@jaketapper
@al7awy1978
@wafa95735608

Top Mentioned in G8:
@nickkristof
@nytopinion
@maggienyt
@gtconway3d
@lincolnsbible
@kaitlancollins
@vmsalama
@kylieatwood
@lauferlaw
@jaketapper

Top Mentioned in G9:
@theonion
@potus
@nytimes
@nytben
@business
@markmazzettinyt
@speakerpelosi
@univisionnews
@nickkristof
@lawcrimenews

Top Mentioned in G10:
@repadamschiff
@mikepompeo
@ap
@nbcnews
@alwaleed_talal
@sherrys_lane
@thom_hartmann
@houseintel
@isikoff
@skullduggerypod

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@xboxsupport
@missb62
@juanmuriangoski
@el_cooperante
@oldlady12345
@opsiin
@dichristine
@kompascom
@threadreaderapp

Top Tweeters in G1:
@missb62
@kat4obama
@thepoliticalcat
@talkintou
@gpwriter
@senseof_outrage
@petty_marshall
@el_pais
@asmith702
@brettaapplebaum

Top Tweeters in G2:
@juanmuriangoski
@threadreaderapp
@ahmeeds1393
@real_infinity95
@network_easy
@armywrn
@patta47cake
@easyworldnews
@cook_robert_l
@carlyinnj

Top Tweeters in G3:
@oldlady12345
@homegypsy
@politicalbee
@lisakbromley
@sar_oso
@spencz1997
@sylviaz1913
@cnbsnana
@gwydion620
@jrbkjrbk

Top Tweeters in G4:
@opsiin
@portaldiarioar
@zyitegadgets
@vivacoid
@crweworld
@beritasatu
@hagiwararyu11
@jodyfield
@dlasamericas
@realtorjairo

Top Tweeters in G5:
@dichristine
@b1e56df9ce6549f
@jamestoupin
@79topper
@brontyman
@phendricks71
@morgfair
@reneevoicebrand
@breakingnewzman
@phillygirl1441

Top Tweeters in G6:
@250praveen
@navroopsingh_
@vikas1689
@gurujeegayabh
@ani
@sandeep21031983
@gotel
@peepal59
@detheesha
@abhijeetkum

Top Tweeters in G7:
@5fec93919a544d3
@orgetorix
@bigtimefootball
@aepishere
@cnnnews18
@reuters
@eigensinn83
@digyoursoul
@rleas
@africaupdates

Top Tweeters in G8:
@chrisbrey1
@willseattle
@vedehimajumdar
@alettaha
@colourbars
@ayshamoolla
@penny_g
@funnagan
@liskaaz
@honnenogod

Top Tweeters in G9:
@marino29b
@ligayaloyola
@teram323tere
@shirley10090505
@business
@nationafrica
@ntvkenya
@amazingchevvolt
@mothoni_
@viralvm69

Top Tweeters in G10:
@awelab1956
@huffpost
@arcticfox_am_i
@denises29
@shasta_otter
@ansisegle
@jjmplsmn
@puestoloco
@ahmadhaf1z
@persistentpengn


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