PPE, Twitter, 1/21/2021 2:42:02 PM, 246157


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PPE_2021-01-21_02-51-21.xlsx
PPE_2021-01-21_02-51-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2021
Short Description:
PPE via NodeXL https://bit.ly/3bX49RR
@kuu_the150
@trackntracer
@matthancock
@sirotek
@md_ppe
@mjb302
@nanaicez
@goodlawproject
@borisjohnson
@lmcjury

Top hashtags:
#kdppe
#2ล้าน1ฟอลของเพิ้ด
#perthtanapon
#ppe
#หผทฉมกม
#covid19
#गुजरात_आरोग्य_महासंघ_ग्रेडपे_लडत

Description:
Description
The graph represents a network of 8,568 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 January 2021 at 10:59 UTC.

The requested start date was Thursday, 21 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 1-hour, 37-minute period from Monday, 18 January 2021 at 12:11 UTC to Wednesday, 20 January 2021 at 13:49 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 : 8568
Unique Edges : 4937
Edges With Duplicates : 12040
Total Edges : 16977
Number of Edge Types : 5
Retweet : 5284
MentionsInRetweet : 6569
Tweet : 1576
Mentions : 2211
Replies to : 1337
Self-Loops : 1592
Reciprocated Vertex Pair Ratio : 0.0143503697979909
Reciprocated Edge Ratio : 0.0282947001850038
Connected Components : 1404
Single-Vertex Connected Components : 484
Maximum Vertices in a Connected Component : 1678
Maximum Edges in a Connected Component : 4457
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 6.274584
Graph Density : 0.00012518722908797
Modularity : 0.555595
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 8,568 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 January 2021 at 10:59 UTC.

The requested start date was Thursday, 21 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 1-hour, 37-minute period from Monday, 18 January 2021 at 12:11 UTC to Wednesday, 20 January 2021 at 13:49 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 : PPE
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:
[470] https://www.youtube.com/watch?v=B2z6SZkRlvM&feature=youtu.be

[86] https://www.theguardian.com/society/2021/jan/20/neil-greenberg-hospitals-must-give-staff-better-psychological-ppe-covid
[42] https://guce.huffingtonpost.co.uk/consent?brandType=EU&lang=en-gb&done=https%3A%2F%2Fwww%2Ehuffingtonpost%2Eco%2Euk%2Fentry%2Fgovernment%2Dwont%2Dconfirm%2Dif%2Dppe%2Dreached%2Dnhs%5Fuk%5F6001c25ac5b6ffcab96408f2&gcrumb=vYvQAbk=
[24] https://guce.huffingtonpost.co.uk/consent?brandType=EU&lang=en-gb&done=https%3A%2F%2Fwww%2Ehuffingtonpost%2Eco%2Euk%2Fentry%2Fgovernment%2Dwont%2Dconfirm%2Dif%2Dppe%2Dreached%2Dnhs%5Fuk%5F6001c25ac5b6ffcab96408f2%3Fncid%3Dother%5Ftwitter%5Fcooo9wqtham%26utm%5Fcampaign%3Dshare%5Ftwitter&gcrumb=tWH2vK8=
[14] https://twitter.com/fundoelous/status/1351752112753893376
[12] https://voicetv.co.th/read/XB69WuzFq
[10] https://twitter.com/jolyonmaugham/status/1351783712770428930
[9] https://bylinetimes.com/2020/11/18/plymouth-exclusive-brethren-ppe-contracts-uk-government/
[9] https://www.youtube.com/watch?v=soCmTuP47OE&feature=youtu.be

[8] https://www.theguardian.com/world/2021/jan/20/syrias-white-helmets-awarded-117m-to-make-ppe

Top URLs in Tweet in G1:
[1] https://twitter.com/joe_black317/status/1351360961769136133

Top URLs in Tweet in G2:
[14] https://twitter.com/fundoelous/status/1351752112753893376
[8] https://www.theguardian.com/world/2021/jan/20/syrias-white-helmets-awarded-117m-to-make-ppe
[7] https://guce.huffingtonpost.co.uk/consent?brandType=EU&lang=en-gb&done=https%3A%2F%2Fwww%2Ehuffingtonpost%2Eco%2Euk%2Fentry%2Fgovernment%2Dwont%2Dconfirm%2Dif%2Dppe%2Dreached%2Dnhs%5Fuk%5F6001c25ac5b6ffcab96408f2%3Fncid%3Dother%5Ftwitter%5Fcooo9wqtham%26utm%5Fcampaign%3Dshare%5Ftwitter&gcrumb=tWH2vK8=
[6] https://www.theguardian.com/society/2021/jan/20/neil-greenberg-hospitals-must-give-staff-better-psychological-ppe-covid
[5] https://guce.huffingtonpost.co.uk/consent?brandType=EU&lang=en-gb&done=https%3A%2F%2Fwww%2Ehuffingtonpost%2Eco%2Euk%2Fentry%2Fgovernment%2Dwont%2Dconfirm%2Dif%2Dppe%2Dreached%2Dnhs%5Fuk%5F6001c25ac5b6ffcab96408f2&gcrumb=vYvQAbk=
[5] https://twitter.com/JolyonMaugham/status/1351783712770428930
[3] https://3news.com/education-ministry-urges-parents-to-support-govt-in-providing-ppe/
[3] https://twitter.com/jolyonmaugham/status/1351783712770428930
[2] https://marketblazer.com/blog/the-small-business-guide-to-surviving-the-pandemic/?utm_campaign=the-small-business-guide-to-surviving-the-pandemic&utm_medium=social_link&utm_source=missinglettr-twitter
[2] https://pipelinemedical.com/shop/category/masks/

Top URLs in Tweet in G3:
[469] https://www.youtube.com/watch?v=B2z6SZkRlvM&feature=youtu.be


Top URLs in Tweet in G4:
[5] https://www.theguardian.com/world/2021/jan/20/syrias-white-helmets-awarded-117m-to-make-ppe?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1611121119
[2] https://twitter.com/JolyonMaugham/status/1351785689344573440
[2] https://twitter.com/JolyonMaugham/status/1351784807714455552?s=19
[2] https://guce.huffingtonpost.co.uk/consent?brandType=EU&lang=en-gb&done=https%3A%2F%2Fwww%2Ehuffingtonpost%2Eco%2Euk%2Fentry%2Fgovernment%2Dwont%2Dconfirm%2Dif%2Dppe%2Dreached%2Dnhs%5Fuk%5F6001c25ac5b6ffcab96408f2&gcrumb=vYvQAbk=
[2] https://www.thetimes.co.uk/article/tory-steve-dechans-276m-in-ppe-contracts-lands-him-a-place-in-the-country-zgbmmtn8q
[2] https://www.opendemocracy.net/en/opendemocracyuk/deloittes-test-and-trace-bonanza-this-is-how-much-the-british-public-has-paid-them-so-far/
[2] https://guce.huffingtonpost.co.uk/consent?brandType=EU&lang=en-gb&done=https%3A%2F%2Fwww%2Ehuffingtonpost%2Eco%2Euk%2Fentry%2Fgovernment%2Dwont%2Dconfirm%2Dif%2Dppe%2Dreached%2Dnhs%5Fuk%5F6001c25ac5b6ffcab96408f2%3Fncid%3Dother%5Ftwitter%5Fcooo9wqtham%26utm%5Fcampaign%3Dshare%5Ftwitter&gcrumb=tWH2vK8=
[1] https://www.independent.co.uk/news/uk/politics/nhs-trade-deal-protections-sell-off-b1789867.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1611130566
[1] https://twitter.com/con1601/status/1351639425353134081
[1] https://twitter.com/Jakdaw09/status/1351849362180202499

Top URLs in Tweet in G5:
[2] https://www.thairath.co.th/entertain/news/2016593
[2] https://twitter.com/TellTheWorldILU/status/1351489879218167810?s=19
[2] https://twitter.com/TellTheWorldILU/status/1351875917585387521
[2] https://www.youtube.com/watch?v=O-QWKCcbRFg&feature=youtu.be

[1] https://twitter.com/bebsays/status/1350777391572914187
[1] https://www.instagram.com/accounts/login/
[1] https://www.instagram.com/perthppe?igshid=9kq55cr989s0
[1] https://twitter.com/khuvuoncuaxukem/status/1347506181296689158
[1] https://twitter.com/majorgroup/status/1351880660693078018
[1] https://linkmix.co/2493063

Top URLs in Tweet in G6:
[6] https://twitter.com/voicetvofficial/status/1351511096180367361
[1] https://twitter.com/weeranan/status/1351462146262011905
[1] https://bit.ly/3qzBx5q

Top URLs in Tweet in G7:
[61] https://www.theguardian.com/society/2021/jan/20/neil-greenberg-hospitals-must-give-staff-better-psychological-ppe-covid
[29] https://guce.huffingtonpost.co.uk/consent?brandType=EU&lang=en-gb&done=https%3A%2F%2Fwww%2Ehuffingtonpost%2Eco%2Euk%2Fentry%2Fgovernment%2Dwont%2Dconfirm%2Dif%2Dppe%2Dreached%2Dnhs%5Fuk%5F6001c25ac5b6ffcab96408f2&gcrumb=vYvQAbk=
[3] https://bylinetimes.com/2020/11/05/uk-government-buys-ppe-uyghur-muslims-chinese-labour-programme/
[3] https://guce.huffingtonpost.co.uk/consent?brandType=EU&lang=en-gb&done=https%3A%2F%2Fwww%2Ehuffingtonpost%2Eco%2Euk%2Fentry%2Fgovernment%2Dwont%2Dconfirm%2Dif%2Dppe%2Dreached%2Dnhs%5Fuk%5F6001c25ac5b6ffcab96408f2%3Futm%5Fcampaign%3Dshare%5Ftwitter%26ncid%3Dengmodushpmg00000004&gcrumb=FbVeqNE=
[1] https://www.dailymail.co.uk/news/article-9163257/No10-told-ensure-Covid-vaccine-uptake-stays-high-seven-days-week.html
[1] https://twitter.com/jolyonmaugham/status/1351783712770428930
[1] https://guce.huffingtonpost.co.uk/consent?brandType=EU&lang=en-gb&done=https%3A%2F%2Fwww%2Ehuffingtonpost%2Eco%2Euk%2Famp%2Fentry%2Fgovernment%2Dwont%2Dconfirm%2Dif%2Dppe%2Dreached%2Dnhs%5Fuk%5F6001c25ac5b6ffcab96408f2%2F%3F%5F%5Ftwitter%5Fimpression%3Dtrue&gcrumb=XWHVltQ=
[1] https://www.telegraph.co.uk/business/2021/01/07/uk-government-bought-150m-ppe-chinese-firms-linked-uighur-human/
[1] https://www.bbc.co.uk/news/uk-55088995
[1] https://www.nytimes.com/2020/07/19/world/asia/china-mask-forced-labor.html

Top URLs in Tweet in G8:
[2] https://twitter.com/DK_Dube/status/1351156533342695424
[1] https://twitter.com/kayjay34350/status/1351812885895290881

Top URLs in Tweet in G9:
[3] https://www.rcn.org.uk/news-and-events/news/uk-higher-level-ppe-protect-against-new-variant-covid-19-050121
[1] https://www.bda.uk.com/resource/healthcare-workers-issue-emergency-call-to-matt-hancock-stop-praising-us-and-start-protecting-us.html?utm_content=buffer0ba4c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/BDA_Dietitians/status/1351847195591528450
[1] https://www.who.int/publications/i/item/10665-331495
[1] https://m.tiktok.com/v/6918866201053498626.html?_d=secCgYIASAHKAESMgow0h%2BU4IyeODJh5xPBMfI2sAdeR1ypAhxr2vNdD21YmQaIyjF77PD39T3mMeFKNLG0GgA%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAA6r5xyONANKltlXVWHZOewbnbyufeKZEd9FAByfjbGGKbIoGmyB3BKRx12RwOfF0L&share_item_id=6918866201053498626&share_link_id=F06135F2-D38E-4F04-ADA5-F4DC6D58C59C×tamp=1610924193&tt_from=whatsapp&u_code=dggbk0hgf380aj&user_id=6918843427237692422&utm_campaign=client_share&utm_medium=ios&utm_source=whatsapp
[1] https://twitter.com/thebma/status/1351855671176810502
[1] https://petition.parliament.uk/petitions/568185
[1] https://www.ipswichstar.co.uk/news/health/covid-in-suffolk-ipswich-hospital-ppe-6912408?fbclid=IwAR3yCrVKMNPW49csFzn8swUj2r36naRmXx5uUkxGydgPs7qOauK8vC6OLag
[1] https://www.bda.uk.com/resource/healthcare-workers-issue-emergency-call-to-matt-hancock-stop-praising-us-and-start-protecting-us.html
[1] https://www.bma.org.uk/news-and-opinion/call-for-enhanced-ppe

Top URLs in Tweet in G10:
[2] https://www.theguardian.com/society/2021/jan/20/neil-greenberg-hospitals-must-give-staff-better-psychological-ppe-covid
[1] https://twitter.com/jolyonmaugham/status/1351783712770428930
[1] https://guce.huffingtonpost.co.uk/consent?brandType=EU&lang=en-gb&done=https%3A%2F%2Fwww%2Ehuffingtonpost%2Eco%2Euk%2Fentry%2Fgovernment%2Dwont%2Dconfirm%2Dif%2Dppe%2Dreached%2Dnhs%5Fuk%5F6001c25ac5b6ffcab96408f2&gcrumb=vYvQAbk=

Top Domains
Top Domains in Tweet in Entire Graph:
[499] youtube.com
[240] twitter.com
[165] co.uk
[118] theguardian.com
[40] google.com
[22] marketserengeti.com
[16] co.th
[16] bylinetimes.com
[15] cbc.ca
[12] parliament.uk

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[84] twitter.com
[39] co.uk
[20] theguardian.com
[6] 3news.com
[4] linkedin.com
[3] cbc.ca
[2] marketblazer.com
[2] co.za
[2] pipelinemedical.com
[2] yahoo.com

Top Domains in Tweet in G3:
[469] youtube.com

Top Domains in Tweet in G4:
[19] twitter.com
[12] co.uk
[6] theguardian.com
[2] bylinetimes.com
[2] opendemocracy.net
[2] thelondoneconomic.com
[1] gov.uk
[1] wpcomstaging.com
[1] itv.com
[1] apple.news

Top Domains in Tweet in G5:
[14] twitter.com
[4] youtube.com
[3] instagram.com
[2] co.th
[2] google.com
[2] forms.gle
[1] linkmix.co

Top Domains in Tweet in G6:
[7] twitter.com
[1] bit.ly

Top Domains in Tweet in G7:
[61] theguardian.com
[36] co.uk
[3] bylinetimes.com
[1] twitter.com
[1] nytimes.com

Top Domains in Tweet in G8:
[3] twitter.com

Top Domains in Tweet in G9:
[4] org.uk
[3] twitter.com
[2] uk.com
[2] parliament.uk
[2] co.uk
[1] who.int
[1] tiktok.com
[1] bmj.com
[1] wsws.org
[1] eahp.eu

Top Domains in Tweet in G10:
[2] theguardian.com
[1] twitter.com
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[358] kdppe
[307] 2ล้าน1ฟอลของเพิ้ด
[279] perthtanapon
[211] ppe
[170] หผทฉมกม
[151] covid19
[147] गुजरात_आरोग्य_महासंघ_ग्रेडपे_लडत
[96] กาตุ่ยวินกินไส้กรอกซีพี
[78] winmetawin
[73] อนุทิน



Top Hashtags in Tweet in G2:
[51] ppe
[23] covid19
[5] covid
[5] 逆転人生
[4] safety
[4] facemasks
[4] nhs
[4] masks
[3] uk
[3] china

Top Hashtags in Tweet in G4:
[14] torylies
[14] torycorruption
[12] johnsonout
[12] johnsonhasfailed
[12] chumsfund
[7] nhs
[4] nevertrustatory
[4] covid19
[4] ppe
[2] politicslive

Top Hashtags in Tweet in G5:
[358] kdppe
[307] 2ล้าน1ฟอลของเพิ้ด
[279] perthtanapon
[170] หผทฉมกม
[70] telltheworldiloveyou
[57] บอกโลกให้รู้ว่ากูรักมึง
[28] เพิร์ธบาส
[25] bb0un
[22] q7บอกโลกperthbas
[17] บาสเด็กอ้วนที่แท้จริง

Top Hashtags in Tweet in G6:
[1] วัคซีนพระราชทาน

Top Hashtags in Tweet in G7:
[11] ppe
[10] torycorruption
[2] thisweek
[2] torycronyism
[1] toryscum
[1] outbreakcovid
[1] shameonyoutories
[1] marr
[1] ridge
[1] covid19

Top Hashtags in Tweet in G8:
[1] पप्पू_के_पापा_नड्डाजी

Top Hashtags in Tweet in G9:
[15] agpalliance
[11] ppe
[11] covid19
[8] covidisairborne
[4] freshairnhs
[3] ffp3ppe
[3] iceg
[3] ahppc
[3] healthcare
[1] longcovid

Top Hashtags in Tweet in G10:
[3] covid19
[2] ppe
[1] toryscum
[1] iraq
[1] washyourhands
[1] universalcredit
[1] marr
[1] ridge
[1] nhs

Top Words
Top Words in Tweet in Entire Graph:
[6486] ppe
[4033] ด
[1751] क
[1541] น
[1474] ม
[1441] ท
[1346] स
[1298] บ
[1281] म
[1137] ง

Top Words in Tweet in G1:
[2606] ด
[1736] ppe
[873] ม
[870] แล
[868] น
[868] ง
[866] kuu_the150
[866] บ
[866] แสนช
[866] ท

Top Words in Tweet in G2:
[395] ppe
[124] क
[91] म
[76] द
[74] स
[69] न
[61] र
[57] ह
[55] थ
[55] व

Top Words in Tweet in G3:
[471] andychester_
[471] ppe
[469] hidden
[469] camera
[469] exposes
[469] forced
[469] labour
[469] factory
[469] malaysia
[4] gloves

Top Words in Tweet in G4:
[220] ppe
[79] trace
[74] late
[73] pritipatel
[64] piersmorgan
[63] track
[61] contracts
[60] gmb
[56] borisjohnson
[55] nhs

Top Words in Tweet in G5:
[599] ด
[428] ร
[358] #kdppe
[316] #2ล
[315] าน1ฟอลของเพ
[312] น
[279] #perthtanapon
[256] บ
[250] ก
[241] ว

Top Words in Tweet in G6:
[249] ด
[232] ppe
[189] ว
[184] ม
[182] ท
[179] คซ
[179] าน
[177] ไม
[176] nanaicez
[176] พอโดนแหกเร

Top Words in Tweet in G7:
[75] ppe
[65] chrischirp
[62] many
[60] ps
[60] article
[60] guardian
[60] makes
[60] same
[60] points
[60] worth

Top Words in Tweet in G8:
[1021] क
[772] म
[740] स
[567] न
[566] र
[379] थ
[374] प
[372] नह
[370] हम
[301] व

Top Words in Tweet in G9:
[65] ppe
[43] health
[27] staff
[26] workers
[19] care
[18] thebma
[16] need
[15] #agpalliance
[14] healthcare
[14] appropriate

Top Words in Tweet in G10:
[129] court
[89] government
[88] goodlawproject
[86] jujuliagrace
[85] take
[85] look
[85] non
[85] profit
[85] run
[85] everydoctoruk

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2268] ด,ppe
[985] แสนช,ด
[969] ppe,พระราชทาน
[955] บช,ด
[954] ายน,จะไปร
[954] จะไปร,บช
[953] พระราชทาน,แสนช
[929] ppe,ม
[891] ด,น
[890] แล,วท

Top Word Pairs in Tweet in G1:
[1732] ด,ppe
[866] แสนช,ด
[865] บ,ายน
[865] ายน,จะไปร
[865] จะไปร,บช
[865] บช,ด
[865] ppe,พระราชทาน
[865] พระราชทาน,แสนช
[865] ด,น
[865] น,นแปลว

Top Word Pairs in Tweet in G2:
[40] भ,द
[40] द,ख
[38] नह,थ
[36] व,क
[34] म,हम
[34] हम,र
[34] प,स
[19] क,स
[19] स,न
[19] ख,ह

Top Word Pairs in Tweet in G3:
[469] hidden,camera
[469] camera,exposes
[469] exposes,forced
[469] forced,labour
[469] labour,ppe
[469] ppe,factory
[469] factory,malaysia
[468] andychester_,hidden
[2] andychester_,true
[2] true,type

Top Word Pairs in Tweet in G4:
[57] track,trace
[53] gmb,piersmorgan
[45] piersmorgan,pritipatel
[41] herd,immunity
[26] health,secretary
[26] secretary,matthancock
[26] matthancock,underwritten
[26] underwritten,procurement
[26] procurement,ppe
[26] ppe,serco

Top Word Pairs in Tweet in G5:
[314] าน1ฟอลของเพ,ด
[308] #2ล,าน1ฟอลของเพ
[218] #kdppe,#perthtanapon
[108] ด,#kdppe
[66] ย,นด
[63] ร,ว
[61] #บอกโลกให,ร
[61] ว,าก
[61] าก,ร
[58] ร,กม

Top Word Pairs in Tweet in G6:
[232] ด,ppe
[176] พอโดนแหกเร,องว
[176] องว,คซ
[176] คซ,นป
[176] นป,ป
[176] ป,ว
[176] ว,นน
[176] นน,บร
[176] บร,จาคppe
[176] จาคppe,7แสนช

Top Word Pairs in Tweet in G7:
[60] ps,article
[60] article,guardian
[60] guardian,makes
[60] makes,many
[60] many,same
[60] same,points
[60] points,worth
[60] worth,reading
[59] chrischirp,ps
[31] nhs,staff

Top Word Pairs in Tweet in G8:
[370] हम,र
[370] प,स
[370] नह,थ
[352] म,हम
[251] व,क
[194] र,प
[186] क,न
[186] न,त
[185] म,र
[185] र,च

Top Word Pairs in Tweet in G9:
[18] health,care
[13] healthcare,workers
[12] appropriate,ppe
[10] early,day
[10] day,motion
[10] workers,access
[8] thanks,those
[8] those,tabling
[8] tabling,early
[8] motion,supporting

Top Word Pairs in Tweet in G10:
[85] take,look
[85] look,non
[85] non,profit
[85] profit,run
[85] run,everydoctoruk
[85] everydoctoruk,along
[85] along,goodlawproject
[85] goodlawproject,taking
[85] taking,government
[85] government,court

Top Replied-To
Top Replied-To in Entire Graph:
@bwc_ppe
@ppe__r
@onewarrington
@angel_1004_g
@joebiden
@trk__ppe
@socialm85897396
@conservatives
@fraa_ppe
@gmb

Top Replied-To in G1:
@kuu_the150

Top Replied-To in G2:

Top Replied-To in G3:
@andychester_

Top Replied-To in G4:
@socialm85897396
@conservatives
@gmb
@neal_preshner
@borisjohnson
@10downingstreet
@bbcpolitics
@drownedinsound
@sebastianepayne
@jimmorriss101

Top Replied-To in G5:
@telltheworldilu
@ing__ppe
@bambam1a
@kwanglll
@agamous
@taopiphop
@noonathty
@sspptnp
@mmmnpc
@ppetrends

Top Replied-To in G7:
@chrischirp
@meenalsworld
@sbattrawden
@jamorro
@mededhead
@justinmadders
@sab798

Top Replied-To in G8:
@reallyswara

Top Replied-To in G9:
@mancunianmedic
@friday48753868
@drokaneagain
@drtomlinsonep
@drericlevi
@theprizeforce
@lbc
@cnresearch
@forniluig
@busycactus

Top Replied-To in G10:
@jujuliagrace
@marinanigrelli
@antipolluters
@mmaher70

Top Mentioned
Top Mentioned in Entire Graph:
@kuu_the150
@andychester_
@nanaicez
@goodlawproject
@everydoctoruk
@jujuliagrace
@narendramodi
@perthppe
@vinaydw86398158
@joe_black317

Top Mentioned in G1:
@kuu_the150
@kuroiwakung
@kyokooong
@pp2019ktt
@minipypoo

Top Mentioned in G2:
@hubcovid19
@pipelinemedical
@wsjp_insight
@gladstonemarian
@presentations
@dorothy_masey
@ripclearusa

Top Mentioned in G3:
@andychester_
@nouniversitydeg

Top Mentioned in G4:
@piersmorgan
@gmb
@borisjohnson
@pritipatel
@iamlistening666
@matthancock
@toryboypierce
@keir_starmer
@blockfhatter
@tonyeagles

Top Mentioned in G5:
@perthppe
@telltheworldilu
@ppetrends
@mystouruss
@allaroundppe
@forever_ppe
@ppe2003perth
@monnyppe
@rung1312
@iam_treewi

Top Mentioned in G6:
@nanaicez
@199s_
@weeranan
@kuu_the150

Top Mentioned in G7:
@chrischirp
@justinmadders
@sbattrawden
@meenalsworld
@doctor_oxford
@laylamoran
@allthecitizens
@elraynerista
@independentsage
@strongerstabler

Top Mentioned in G8:
@vinaydw86398158
@vinodsharma1834
@dk_dube
@raamendrasharm7
@m_pandit007
@pankajp82277357
@kayjay34350
@bholanath_bsf
@narendramodi
@amitshah

Top Mentioned in G9:
@thebma
@thercn
@who
@dhscgovuk
@drajm
@bda_dietitians
@mjb302
@patientsafe3
@matthancock
@microlabdoc

Top Mentioned in G10:
@goodlawproject
@everydoctoruk
@jujuliagrace
@marinanigrelli
@almightymat
@mmaher70
@mercycorps_uk
@chrischirp
@sonofr
@julialarden

Top Tweeters
Top Tweeters in Entire Graph:
@caramelcorn1971
@megrhythm_kao
@tesco
@threadreaderapp
@rk70534
@watdaswnsay
@british_airways
@roblwilson
@mroopchand143
@independent

Top Tweeters in G1:
@minminimina
@kyufonn
@cdoyless
@piifernlovesj
@eangaoeyyy
@thankstn
@nnucknick
@bolero_rire
@tukkie__
@punmeancute

Top Tweeters in G2:
@soclaimon
@jornaldestak
@paoacflores
@paul1singh
@tongtammm
@kcstar
@tatuki_h
@lhgmk2
@malvernlocal
@dallo100

Top Tweeters in G3:
@wahyuyordan
@syzwnishhrulnzm
@faaaaaatini
@farrellfaiz
@imfsea_aruna
@akimveee
@azrulazwarsam
@theamirulhakimi
@kierajahari
@hanirsln

Top Tweeters in G4:
@gracemurphy2
@thesun
@angelneptustar
@bbcnews
@unojen_wood
@kimbru49
@isthisab0t
@suefew
@guardiannews
@martindvz

Top Tweeters in G5:
@noonathty
@srnswnmnrt
@bumbimknok
@schinarat
@thairath_news
@miintare
@pamai13
@boonzoonlee
@bookjyh
@tkmmtrigon

Top Tweeters in G6:
@watdaswnsay
@i_warminghoney
@blacktist
@94650_ndhk
@ppearnchp
@coeurdelion89
@rossadivina
@xyhbmnne
@buestofficial
@a_dmxx

Top Tweeters in G7:
@christinejameis
@ks_1968
@sashasimic
@huffpostuk
@hullfair
@lighthealing
@catethetwaate
@politicswatch15
@smallypaula
@knitagran

Top Tweeters in G8:
@atlantesindia
@alokdubey1408
@vinodsharma1834
@bittu_tufani
@rakesh25182
@khaitan48
@iprabhakarsp
@govindatripathi
@im_mahidixit
@iaakankshahere

Top Tweeters in G9:
@independent
@ketaminh
@bprophetable
@raesnape
@mancunianmedic
@nrisodera
@nhswhistleblowr
@doctorcaldwell
@sheena_byrom
@shaunlintern

Top Tweeters in G10:
@roblwilson
@esme_hornbeam
@jacqui703
@sheronwilkie
@hacketttom
@dbashby
@finkley1
@octagot
@phyl_jones
@ellih53


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