Tajikistan, Twitter, 9/4/2021 5:30:14 AM, 261086
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Tajikistan_2021-09-03_20-27-58.xlsx
Tajikistan_2021-09-03_20-27-58.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
September 04, 2021
Short Description:
Tajikistan via NodeXL https://bit.ly/3n2Rqm8
@jim_jordan
@billfoxla
@john_hudson
@taxreformexpert
@foxnews
@laxman_xy
@amrullahsaleh2
@marshablackburn
@mahmoudsaikal
@sidhant

Top hashtags:
#tajikistan
#panjshir
#afghanistan
#taliban
#panjsher
#ahmadmassoud
#foxnews

Description:
Description
The graph represents a network of 15,902 Twitter users whose recent tweets contained "Tajikistan", 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, 04 September 2021 at 05:02 UTC.

The tweets in the network were tweeted over the 3-day, 10-hour, 22-minute period from Tuesday, 31 August 2021 at 17:03 UTC to Saturday, 04 September 2021 at 03:26 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 : 15902
Unique Edges : 19700
Edges With Duplicates : 3114
Total Edges : 22814
Number of Edge Types : 5
Retweet : 13621
MentionsInRetweet : 2361
Tweet : 2396
Mentions : 2347
Replies to : 2089
Self-Loops : 2456
Reciprocated Vertex Pair Ratio : 0.00453586497890295
Reciprocated Edge Ratio : 0.0090307676152473
Connected Components : 1733
Single-Vertex Connected Components : 1163
Maximum Vertices in a Connected Component : 12529
Maximum Edges in a Connected Component : 19295
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.393386
Graph Density : 7.53229972801066E-05
Modularity : 0.766562
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 15,902 Twitter users whose recent tweets contained "Tajikistan", 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, 04 September 2021 at 05:02 UTC.

The tweets in the network were tweeted over the 3-day, 10-hour, 22-minute period from Tuesday, 31 August 2021 at 17:03 UTC to Saturday, 04 September 2021 at 03:26 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 : Tajikistan
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:
[1639] https://twitter.com/reutersworld/status/1433122513953988612
[1318] https://www.foxnews.com/politics/border-agents-slam-biden-tajikistan-border-us-crisis
[1092] https://www.reuters.com/world/us-help-build-border-facilities-tajik-afghan-border-embassy-2021-09-01/
[434] https://www.washingtonpost.com/politics/mullin-afghanistan-trip/2021/08/31/62f63bb0-0a90-11ec-a256-709238a1404d_story.html
[396] https://www.foxnews.com/politics/biden-secure-tajikistans-border-us-crisis
[249] http://president.tj/node/26450
[164] https://twitter.com/repthomasmassie/status/1433245515811065856
[104] https://www.thegatewaypundit.com/2021/09/wow-cant-make-biden-admin-help-build-new-border-facilities-tajikistan-afghanistan-border-respond-security-threats/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[103] https://twitter.com/BillFOXLA/status/1433453028443451402
[98] https://www.thegatewaypundit.com/2021/09/wow-cant-make-biden-admin-help-build-new-border-facilities-tajikistan-afghanistan-border-respond-security-threats/

Top URLs in Tweet in G1:
[227] http://president.tj/node/26450
[43] https://gandhara.rferl.org/a/tajikistan-masud-rabbani-awards/31440588.html
[28] https://www.news18.com/news/world/amrullah-saleh-has-fled-to-tajikistan-with-panjshir-commanders-amid-taliban-push-report-4162781.html
[24] https://us02web.zoom.us/j/81196468904?pwd=b3pNUkFqUEhXMlRoZVNJTUQ1M09UQT09
[16] https://twitter.com/AamajN/status/1433356117036371968
[12] https://twitter.com/steveswerdlow/status/1433176796565020677
[11] https://www.wsj.com/articles/afghan-military-remnants-fled-taliban-takeover-in-u-s-supplied-aircraft-11629292300
[11] https://www.rferl.org/a/tajikistan-masud-rabbani-awards/31440569.html
[10] https://gandhara.rferl.org/a/tajikistan-afghan-refugees/31440217.html
[9] https://twitter.com/tajik_rights/status/1433118682767560705

Top URLs in Tweet in G2:
[1156] https://twitter.com/reutersworld/status/1433122513953988612
[26] https://www.foxnews.com/politics/border-agents-slam-biden-tajikistan-border-us-crisis.amp?utm_source=GeorgiaLogCabin
[23] https://twitter.com/BillFOXLA/status/1433453028443451402
[13] https://www.foxnews.com/politics/biden-secure-tajikistans-border-us-crisis
[11] https://www.thegatewaypundit.com/2021/09/wow-cant-make-biden-admin-help-build-new-border-facilities-tajikistan-afghanistan-border-respond-security-threats/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[9] https://www.foxnews.com/politics/border-agents-slam-biden-tajikistan-border-us-crisis
[9] https://www.foxnews.com/politics/border-agents-slam-biden-tajikistan-border-us-crisis.amp
[9] https://twitter.com/anna_giaritelli/status/1433255092849987586
[7] https://twitter.com/ReutersWorld/status/1433122513953988612
[5] https://www.thegatewaypundit.com/2021/09/wow-cant-make-biden-admin-help-build-new-border-facilities-tajikistan-afghanistan-border-respond-security-threats/

Top URLs in Tweet in G3:
[413] https://www.washingtonpost.com/politics/mullin-afghanistan-trip/2021/08/31/62f63bb0-0a90-11ec-a256-709238a1404d_story.html
[63] https://twitter.com/JuliaDavisNews/status/1432881605362716676?s=20
[49] https://twitter.com/John_Hudson/status/1432852473006497800?s=20
[14] https://tulsaworld.com/news/state-and-regional/govt-and-politics/oklahoma-congressman-markwayne-mullin-threatened-embassy-staff-as-he-tried-to-enter-afghanistan-u-s/article_9d826698-0ac0-11ec-8c7c-a739536f82d1.html
[13] https://www.washingtonpost.com/politics/2021/09/03/oklahoma-congressman-says-he-has-no-regrets-about-attempts-enter-afghanistan/
[11] https://justthenews.com/government/sdfdsaf
[9] https://twitter.com/John_Hudson/status/1432852473006497800
[7] https://www.mediaite.com/news/gop-rep-reportedly-threatened-u-s-embassy-in-tajikistan-on-call-asking-for-assistance-to-get-into-afghanistan/
[5] https://twitter.com/repmullin/status/1432755482926665734
[3] https://www.reuters.com/world/us-help-build-border-facilities-tajik-afghan-border-embassy-2021-09-01/

Top URLs in Tweet in G4:
[176] https://www.foxnews.com/politics/biden-secure-tajikistans-border-us-crisis
[144] https://www.foxnews.com/politics/border-agents-slam-biden-tajikistan-border-us-crisis
[38] https://www.thegatewaypundit.com/2021/09/wow-cant-make-biden-admin-help-build-new-border-facilities-tajikistan-afghanistan-border-respond-security-threats/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[31] https://www.thegatewaypundit.com/2021/09/wow-cant-make-biden-admin-help-build-new-border-facilities-tajikistan-afghanistan-border-respond-security-threats/
[15] https://www.reuters.com/world/us-help-build-border-facilities-tajik-afghan-border-embassy-2021-09-01/
[14] https://twitter.com/marvin_H96/status/1432596774422814720
[13] https://www.washingtonpost.com/politics/mullin-afghanistan-trip/2021/08/31/62f63bb0-0a90-11ec-a256-709238a1404d_story.html
[13] https://redstate.com/mike_miller/2021/09/02/got-hypocrisy-biden-works-to-protect-tajikistans-border-with-afghanistan-as-illegals-stream-into-us-n437225
[10] https://www.dailymail.co.uk/news/article-9947461/U-S-help-build-border-facilities-Tajik-Afghan-border-embassy.html
[8] https://twitter.com/ReutersWorld/status/1433122513953988612

Top URLs in Tweet in G5:
[864] https://www.reuters.com/world/us-help-build-border-facilities-tajik-afghan-border-embassy-2021-09-01/
[92] https://www.foxnews.com/politics/border-agents-slam-biden-tajikistan-border-us-crisis
[47] https://twitter.com/reutersworld/status/1433122513953988612
[21] https://twitter.com/Anna_Giaritelli/status/1433255092849987586
[15] https://www.dailymail.co.uk/news/article-9947795/Oklahoma-Rep-heading-diplomatic-staff-Tajikistan-refused-Afghanistan.html?ito=social-twitter_dailymailus
[14] https://townhall.com/tipsheet/juliorosas/2021/09/02/the-us-government-will-help-secure-the-borderfor-tajikistan-n2595199
[13] https://paine.tv/biden-helps-secure-tajikistans-border-amid-us-border-crisis/
[8] https://twitter.com/SydneyHdzTV/status/1433850721565356038
[4] https://www.dailymail.co.uk/news/article-9945627/Congressman-Markwayne-Mullin-threatened-embassy-staff-planned-Afghanistan-helicopter-rescue.html?ito=social-twitter_dailymailus
[4] https://www.thegatewaypundit.com/2021/09/wow-cant-make-biden-admin-help-build-new-border-facilities-tajikistan-afghanistan-border-respond-security-threats/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons

Top URLs in Tweet in G6:
[656] https://www.foxnews.com/politics/border-agents-slam-biden-tajikistan-border-us-crisis
[42] https://www.reuters.com/world/us-help-build-border-facilities-tajik-afghan-border-embassy-2021-09-01/
[32] https://www.dailymail.co.uk/news/article-9947461/U-S-help-build-border-facilities-Tajik-Afghan-border-embassy.html
[28] https://twitter.com/reutersworld/status/1433122513953988612
[21] https://www.foxnews.com/politics/biden-secure-tajikistans-border-us-crisis
[4] https://therightscoop.com/?p=357482
[4] https://nypost.com/2021/09/03/joe-biden-slammed-for-securing-tajikistan-border-over-us-border/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter
[3] https://twitter.com/DailyCaller/status/1432818970327932933
[3] https://www.thegatewaypundit.com/2021/09/wow-cant-make-biden-admin-help-build-new-border-facilities-tajikistan-afghanistan-border-respond-security-threats/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://twitter.com/FoxNews/status/1433590565178851328

Top URLs in Tweet in G7:
[65] https://twitter.com/reutersworld/status/1433122513953988612
[41] https://trendingpolitics.com/slap-in-the-face-u-s-border-agents-rip-biden-for-protecting-tajikistan-but-not-america/?utm_source=MBurkes
[36] https://www.reuters.com/world/us-help-build-border-facilities-tajik-afghan-border-embassy-2021-09-01/
[26] https://www.foxnews.com/politics/border-agents-slam-biden-tajikistan-border-us-crisis
[3] https://www.foxnews.com/politics/biden-secure-tajikistans-border-us-crisis
[3] https://eurasianet.org/tajikistan-china-attaches-strings-to-204m-highway-grant
[2] https://www.thegatewaypundit.com/2021/09/wow-cant-make-biden-admin-help-build-new-border-facilities-tajikistan-afghanistan-border-respond-security-threats/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://www.thegatewaypundit.com/2021/09/wow-cant-make-biden-admin-help-build-new-border-facilities-tajikistan-afghanistan-border-respond-security-threats/
[1] https://nypost.com/2021/09/03/joe-biden-slammed-for-securing-tajikistan-border-over-us-border/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter
[1] https://townhall.com/tipsheet/juliorosas/2021/09/02/the-us-government-will-help-secure-the-borderfor-tajikistan-n2595199

Top URLs in Tweet in G8:
[135] https://www.foxnews.com/politics/biden-secure-tajikistans-border-us-crisis
[124] https://www.foxnews.com/politics/border-agents-slam-biden-tajikistan-border-us-crisis
[52] https://twitter.com/reutersworld/status/1433122513953988612
[30] https://www.reuters.com/world/us-help-build-border-facilities-tajik-afghan-border-embassy-2021-09-01/
[20] https://redstate.com/mike_miller/2021/09/02/got-hypocrisy-biden-works-to-protect-tajikistans-border-with-afghanistan-as-illegals-stream-into-us-n437225
[13] https://trendingpolitics.com/slap-in-the-face-u-s-border-agents-rip-biden-for-protecting-tajikistan-but-not-america/#.YTJ3uH4nJcg.twitter
[12] https://nypost.com/2021/09/03/joe-biden-slammed-for-securing-tajikistan-border-over-us-border/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter
[2] https://www.thegatewaypundit.com/2021/09/wow-cant-make-biden-admin-help-build-new-border-facilities-tajikistan-afghanistan-border-respond-security-threats/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://m.theepochtimes.com/mkt_app/biden-administration-helps-secure-tajikistans-border-with-afghanistan_3978433.html?v=ul
[2] https://twitter.com/repthomasmassie/status/1433245515811065856

Top URLs in Tweet in G9:
[93] https://www.globalvillagespace.com/panjshir-falls-to-taliban-afghan-vp-amrullah-salen-flees-to-tajikistan/
[9] https://twitter.com/mr_bahiss/status/1433802300007587857
[7] https://www.news18.com/news/world/amrullah-saleh-has-fled-to-tajikistan-with-panjshir-commanders-amid-taliban-push-report-4162781.html
[5] https://timesofindia.indiatimes.com/videos/international/amrullah-saleh-fled-panjshir-reports/videoshow/85899372.cms
[3] https://foreignpolicy.com/2020/10/08/isis-indian-kyrgyzstan-tajikistan-uzbekistan-central-asians-are-the-new-face-of-islamic-state/
[2] https://twitter.com/Sarfaraz1201/status/1433810182304419848
[2] http://president.tj/node/26450
[1] https://twitter.com/AmrullahSaleh2/status/1433766405925658660
[1] https://nypost.com/2021/09/03/joe-biden-slammed-for-securing-tajikistan-border-over-us-border/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter
[1] https://twitter.com/natiqmalikzada/status/1433400253428867073

Top Domains
Top Domains in Tweet in Entire Graph:
[2907] twitter.com
[1781] foxnews.com
[1115] reuters.com
[460] washingtonpost.com
[251] president.tj
[215] thegatewaypundit.com
[151] youtube.com
[134] co.uk
[132] rferl.org
[125] nypost.com

Top Domains in Tweet in G1:
[229] president.tj
[208] twitter.com
[77] rferl.org
[28] news18.com
[24] zoom.us
[13] wsj.com
[11] youtube.com
[8] mfa.tj
[8] bomdod.com
[7] globalvillagespace.com

Top Domains in Tweet in G2:
[1198] twitter.com
[57] foxnews.com
[16] thegatewaypundit.com
[5] reuters.com
[4] theblaze.com
[3] redstate.com
[2] conservativesociety.org
[2] trendingpolitics.com
[2] nypost.com
[2] co.uk

Top Domains in Tweet in G3:
[426] washingtonpost.com
[144] twitter.com
[16] tulsaworld.com
[11] justthenews.com
[7] mediaite.com
[4] co.uk
[3] reuters.com
[3] cnn.com
[2] publicradiotulsa.org
[2] ali2day.com

Top Domains in Tweet in G4:
[339] foxnews.com
[143] twitter.com
[78] thegatewaypundit.com
[19] pressa.tj
[18] reuters.com
[17] trendingpolitics.com
[16] washingtonpost.com
[14] co.uk
[13] redstate.com
[13] nypost.com

Top Domains in Tweet in G5:
[864] reuters.com
[98] foxnews.com
[84] twitter.com
[21] co.uk
[14] townhall.com
[13] paine.tv
[8] thegatewaypundit.com
[2] nypost.com
[2] trendingpolitics.com
[1] notthebee.com

Top Domains in Tweet in G6:
[677] foxnews.com
[42] reuters.com
[36] twitter.com
[32] co.uk
[5] thegatewaypundit.com
[4] therightscoop.com
[4] nypost.com
[2] chng.it
[2] theblaze.com
[1] patriotfetch.com

Top Domains in Tweet in G7:
[65] twitter.com
[41] trendingpolitics.com
[36] reuters.com
[29] foxnews.com
[4] thegatewaypundit.com
[3] eurasianet.org
[1] nypost.com
[1] townhall.com
[1] silkroadbriefing.com
[1] president.tj

Top Domains in Tweet in G8:
[262] foxnews.com
[56] twitter.com
[30] reuters.com
[20] redstate.com
[13] trendingpolitics.com
[12] nypost.com
[2] thegatewaypundit.com
[2] theepochtimes.com
[1] tennessean.com
[1] news18.com

Top Domains in Tweet in G9:
[93] globalvillagespace.com
[18] twitter.com
[7] news18.com
[5] indiatimes.com
[3] foreignpolicy.com
[2] president.tj
[1] nypost.com
[1] urdupoint.com
[1] com.pk
[1] tweepsmap.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1559] tajikistan
[910] panjshir
[722] afghanistan
[441] taliban
[405] panjsher
[369] ahmadmassoud
[318] foxnews
[268] amrullahsaleh
[176] uzbekistan
[154] pakistan



Top Hashtags in Tweet in G1:
[610] tajikistan
[319] panjshir
[225] afghanistan
[94] ahmadshahmassoud
[90] taliban
[79] peace
[62] panjsher
[61] uzbekistan
[60] breaking
[57] ahmadmassoud

Top Hashtags in Tweet in G2:
[29] bidenbordercrisis
[9] foxnews
[7] txlege
[7] securetheborder
[4] tajikistan
[3] afghanistan
[2] biden
[2] usa
[2] taliban
[1] bidenhypocrisy

Top Hashtags in Tweet in G3:
[11] justthenews
[4] tajikistan
[3] afghanistan
[3] smartnews
[2] panjshir
[2] oklahoma
[2] gop
[2] markwaynemullin
[2] missingmarkwayne
[2] resistance

Top Hashtags in Tweet in G4:
[141] tajikistan
[119] foxnews
[73] afghanistan
[45] taliban
[45] panjshir
[26] amrullahsaleh
[20] ahmadmassoud
[17] pakistan
[17] uzbekistan
[15] turkmenistan

Top Hashtags in Tweet in G5:
[9] foxnews
[6] afghanistan
[1] bordercrisis
[1] wearenotsafewithjoe

Top Hashtags in Tweet in G6:
[8] afghanistan
[7] foxnews
[7] tajikistan
[3] jenpsaki
[3] uzbekistan
[3] border
[3] 6newsau
[2] panjshir
[2] ahmedmassoud
[2] lionofpanjshir

Top Hashtags in Tweet in G7:
[1] foxnews

Top Hashtags in Tweet in G8:
[27] projectexodus
[2] openborder
[2] bidenopenbordercrisis
[2] openbordercrisus
[1] taliban
[1] abshar
[1] panjshir
[1] bazarak
[1] panjsher
[1] tajikistan

Top Hashtags in Tweet in G9:
[250] panjshir
[173] panjsher
[172] tajikistan
[167] taliban
[129] amrullahsaleh
[121] ahmadmassoud
[85] پنجشیر
[77] breakingnews
[54] kabul
[44] afghanistan

Top Words
Top Words in Tweet in Entire Graph:
[16937] border
[15838] tajikistan
[6688] biden
[6033] afghanistan
[4201] help
[3595] states
[3113] united
[3059] secure
[3009] southern
[2347] administration

Top Words in Tweet in G1:
[2377] tajikistan
[792] ahmad
[783] afghanistan
[783] president
[755] massoud
[722] shah
[649] highest
[582] #tajikistan
[530] commander
[469] taliban

Top Words in Tweet in G2:
[2728] border
[1341] tajikistan
[1326] biden
[1179] southern
[1175] administration
[1174] make
[1166] united
[1166] states
[1158] secured
[94] afghanistan

Top Words in Tweet in G3:
[1922] tajikistan
[1707] mullin
[1308] afghanistan
[1222] cash
[1093] embassy
[1010] ambassador
[898] rep
[887] help
[867] needed
[853] route

Top Words in Tweet in G4:
[1331] border
[1008] tajikistan
[563] biden
[355] crisis
[305] afghanistan
[274] secure
[199] helps
[198] amid
[189] help
[171] securing

Top Words in Tweet in G5:
[3028] border
[1724] help
[1065] tajikistan
[919] states
[916] united
[891] tajik
[888] security
[886] guards
[884] facilities
[875] afghan

Top Words in Tweet in G6:
[2297] border
[734] biden
[672] crisis
[651] securing
[647] tajikistan's
[645] agents
[644] face'
[643] slam
[643] 'slap
[261] tajikistan

Top Words in Tweet in G7:
[1898] border
[1652] biden
[1519] secure
[922] tajikistan
[833] southern
[807] administration
[774] helping
[753] afghanistan
[746] joe
[743] borders

Top Words in Tweet in G8:
[1619] border
[959] biden
[800] tajikistan
[477] united
[477] states
[473] secure
[467] crisis
[467] southern
[418] helping
[402] put

Top Words in Tweet in G9:
[405] tajikistan
[322] panjshir
[272] fled
[253] saleh
[250] #panjshir
[194] valley
[172] #tajikistan
[167] #taliban
[164] amrullah
[160] afghanistan

Top Words in Tweet in G10:
[888] birthday
[872] jungkook
[466] tajikistan
[459] uzbekistan
[452] army
[452] russia
[452] belarus
[452] kazakhstan
[452] moldova
[452] kyrgyzstan

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3096] united,states
[3022] tajikistan,border
[2933] southern,border
[2318] biden,administration
[2113] border,border
[1909] border,united
[1508] security,threats
[1479] help,build
[1442] border,crisis
[1440] border,southern

Top Word Pairs in Tweet in G1:
[697] ahmad,shah
[636] shah,massoud
[423] ismoili,somoni
[406] order,ismoili
[404] commander,ahmad
[400] national,hero
[315] posthumously,awards
[311] tajikistan's,highest
[309] somoni,tajikistan's
[304] highest,decoration

Top Word Pairs in Tweet in G2:
[1226] tajikistan,border
[1179] southern,border
[1166] united,states
[1166] biden,administration
[1158] border,united
[1157] secured,tajikistan
[1157] border,southern
[1157] states,make
[1156] administration,secured
[69] help,build

Top Word Pairs in Tweet in G3:
[853] route,afghanistan
[689] ambassador,tajikistan
[659] amount,cash
[635] huge,amount
[621] markwayne,mullin
[603] rep,markwayne
[595] cash,tajikistan
[579] help,bringing
[575] phoned,ambassador
[572] tajikistan,tbilisi

Top Word Pairs in Tweet in G4:
[332] border,crisis
[275] tajikistan,border
[196] secure,tajikistan
[193] helps,secure
[185] biden,helps
[184] border,amid
[184] amid,border
[162] border,agents
[147] border,border
[147] biden,securing

Top Word Pairs in Tweet in G5:
[916] united,states
[886] border,guards
[872] facilities,border
[870] help,build
[870] security,threats
[864] states,help
[864] build,facilities
[864] guards,tajikistan
[847] border,border
[837] afghan,border

Top Word Pairs in Tweet in G6:
[682] border,border
[663] border,crisis
[645] tajikistan's,border
[644] border,agents
[643] agents,slam
[643] securing,tajikistan's
[643] crisis,'slap
[643] 'slap,face'
[641] slam,biden
[641] biden,securing

Top Word Pairs in Tweet in G7:
[833] southern,border
[807] biden,administration
[749] secure,border
[748] border,afghanistan
[746] joe,biden
[742] administration,helping
[742] helping,tajikistan
[742] tajikistan,secure
[742] afghanistan,joe
[742] biden,secure

Top Word Pairs in Tweet in G8:
[511] tajikistan,border
[477] united,states
[467] southern,border
[446] border,united
[413] secure,tajikistan
[402] helping,secure
[401] biden,helping
[400] border,turning
[400] turning,blind
[400] blind,eye

Top Word Pairs in Tweet in G9:
[214] fled,tajikistan
[158] amrullah,saleh
[93] finally,myth
[93] myth,invincible
[93] invincible,valley
[93] valley,panjshir
[93] panjshir,comes
[93] comes,end
[93] end,hope
[93] hope,old

Top Word Pairs in Tweet in G10:
[452] army,russia
[452] russia,belarus
[452] belarus,kazakhstan
[452] moldova,uzbekistan
[436] jungkook,birthday
[436] birthday,ad
[436] ad,seoul's
[436] seoul's,coex
[436] coex,parnas
[436] parnas,screen

Top Replied-To
Top Replied-To in Entire Graph:
@amrullahsaleh2
@john_hudson
@bbcyaldahakim
@panjshirprovin1
@na2nrf
@potus
@mohsood123
@washingtonpost
@natsecjeff
@shellaceous

Top Replied-To in G1:
@amrullahsaleh2
@bbcyaldahakim
@panjshirprovin1
@na2nrf
@natsecjeff
@natiqmalikzada
@ali_mustafa
@laralogan
@tolonews
@alinazary

Top Replied-To in G2:
@jim_jordan
@patriot_cow
@jimjordanjacket
@jakebequette91
@fearless45_maga

Top Replied-To in G3:
@john_hudson
@washingtonpost
@shellaceous
@markwaynemullin
@ydanasmithdutra
@repmullin
@meaganm19636150
@juliadavisnews
@tulsawendy2613
@imdrinknwyn

Top Replied-To in G4:
@nuttyfake

Top Replied-To in G5:
@anna_giaritelli

Top Replied-To in G6:
@potus
@reutersworld
@foxnews
@marlarattan
@speakerpelosi
@cnn
@loz41666248
@raymondarroyo
@donaldjtrumpjr
@tuckercarlson

Top Replied-To in G7:
@dloesch
@dankeberhart
@taxreformexpert

Top Replied-To in G8:
@marshablackburn
@secblinken
@whitehouse
@housegop
@republic
@repkenbuck
@pmoindia

Top Replied-To in G9:
@amrullahsaleh2
@moeednj
@pandateabag
@mk_swati
@_teekhan_
@qaiserniazee
@meghupdatehindi
@ahmdyarr
@mohsood123
@habibkhant

Top Mentioned
Top Mentioned in Entire Graph:
@john_hudson
@amrullahsaleh2
@rterdogan
@fcdogovuk
@gvs_news
@tylerpager
@foxnews
@swamy39
@repmullin

Top Mentioned in G1:
@amrullahsaleh2
@ahmadmassoud01
@bbcworld
@gandhararfe
@bbcyaldahakim
@mofa_tajikistan
@edwardlemon3
@pmoindia
@humayrabakht
@trtworld

Top Mentioned in G2:
@jim_jordan
@washingtonpost

Top Mentioned in G3:
@john_hudson
@tylerpager
@repmullin
@washingtonpost
@ccanuck50
@markwaynemullin
@malcolmnance
@hiblerdana
@carrybeyond
@ocgameguy

Top Mentioned in G4:
@politic_talks
@nationalnewsdm

Top Mentioned in G5:
@foxnews
@townhallcom
@julio_rosas11

Top Mentioned in G6:
@foxnews
@potus
@reutersworld
@cnn
@secdef
@presssec
@norahodonnell
@ingrahamangle
@vp
@gop

Top Mentioned in G7:

Top Mentioned in G8:
@gopleader
@whitehouse
@mtgreenee
@jim_jordan
@sentedcruz
@lindseygrahamsc
@repandybiggsaz
@stevescalise
@whcos
@secblinken

Top Mentioned in G9:
@gvs_news
@amrullahsaleh2
@himat75
@kazmiwajahat
@michaelkugelman
@moeednj
@27thletterrr
@lisacurtisdc
@habibkhant
@beingbeig

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@knewz_currently
@rashidaldosari
@detikcom
@s9tmt
@lennaleprena
@phildecarolis
@cyberanonymous
@federicoalves
@56perumal

Top Tweeters in G1:
@mithu796311
@ndtv
@victoriousnamo
@zeeshan_shah_dc
@timesnow
@business
@mahobili
@glynmoody
@upuouo
@bassaces1

Top Tweeters in G2:
@nascarnac
@saveaslave
@dianachic1
@nanaoxford
@norvilgirl
@joannaprile
@lalauraru777
@blackirishi
@1kimsey
@pilarmel13

Top Tweeters in G3:
@missb62
@cagney1991
@1denmadrid
@serendipitysays
@sddphoto
@debilu2
@mharvey816
@padakitty
@lizditz
@givemepie360

Top Tweeters in G4:
@knewz_currently
@detikcom
@cyberanonymous
@orgetorix
@israelnewslinks
@jmhamiltonblog
@dev_discourse
@kumparan
@milatrud11
@filterednews

Top Tweeters in G5:
@patriotmarie
@truckerbooman
@_yvonneburton
@beank511
@blisstabitha
@cbinflux
@purpledalmation
@willsdarlin
@mefbama
@billyboysdaddy

Top Tweeters in G6:
@lyndae222
@hindustanse
@schwingcat
@oldsalz
@straitarrow10
@amcneer
@damo_mcgregor
@joshirakesh2004
@kentpg
@sigstarget

Top Tweeters in G7:
@tres444
@jimpolk
@catherine_riche
@turfline
@jpwilloughby
@sampleatl
@considerthis1
@agueros_henry
@trumplar
@eliz_hightower

Top Tweeters in G8:
@flipthescript8
@mtrushmore2016
@redeemedseven
@all100senators
@republic
@mlas
@tc5ghs9sxm7ndfc
@pdqaccessories
@21stcenturycrim
@ocamericans

Top Tweeters in G9:
@salman0800
@fahad_pti
@noahalishah
@jamshaid78
@grayconnolly
@afp
@samkhan999
@andre3verzaal
@krandemirkollu2
@kadar_k

Top Tweeters in G10:
@jikoomk
@little_vuddy
@angelskookik
@kookmybabyangel
@_mypennylee108
@yoonie579
@bbabangborahae
@happylday
@attractive_bts7
@btstaekook0405


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