PPE, Twitter, 5/11/2021 5:36:05 AM, 254593


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PPE_2021-05-10_01-37-47.xlsx
PPE_2021-05-10_01-37-47.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 11, 2021
Short Description:
PPE via NodeXL https://bit.ly/3ff0Eqe
@shravanimishra4
@jujuliagrace
@supriyashrinate
@bhimarmychief
@shivaniv2901
@prabhakarvardh8
@nitishkumar
@clarabo20727319
@zebafatimareal
@narendramodi

Top hashtags:
#ppe
#dek64
#chinesevirus
#aed
#dna
#covid19
#ทีมมธ
#มธ

Description:
Description
The graph represents a network of 8,681 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 Monday, 10 May 2021 at 08:45 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 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, 46-minute period from Friday, 07 May 2021 at 10:37 UTC to Sunday, 09 May 2021 at 12:24 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 : 8681
Unique Edges : 3569
Edges With Duplicates : 12806
Total Edges : 16375
Number of Edge Types : 5
Replies to : 878
Retweet : 5942
MentionsInRetweet : 6677
Tweet : 1118
Mentions : 1760
Self-Loops : 1151
Reciprocated Vertex Pair Ratio : 0.00982071485668608
Reciprocated Edge Ratio : 0.0194504127558521
Connected Components : 1067
Single-Vertex Connected Components : 335
Maximum Vertices in a Connected Component : 1810
Maximum Edges in a Connected Component : 3779
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.56976
Graph Density : 0.000117357309278115
Modularity : 0.546125
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,681 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 Monday, 10 May 2021 at 08:45 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 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, 46-minute period from Friday, 07 May 2021 at 10:37 UTC to Sunday, 09 May 2021 at 12:24 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:
[17] https://www.youtube.com/watch?v=wnhx0t7zo1A&feature=youtu.be

[17] https://thefauxy.com/bjp-launches-ppe-kit-for-its-west-bengal-workers/
[12] https://twitter.com/fredtheinvestor/status/1390607445437861888
[10] https://joox-event.sanook.com/jtma2021/sharesocial/?utm_source=FacebookJooxth&utm_medium=social&utm_campaign=JTMA2021
[10] https://www.youtube.com/watch?v=BYwiy8CcPGo&feature=youtu.be

[9] https://www.kentonline.co.uk/gravesend/news/amp/tory-candidate-caught-up-in-ppe-contract-row-245884/?__twitter_impression=true
[9] https://www.news7tamil.live/govt-sanctioned-rs-5-crore-to-provide-ppe-kits-to-the-police.html
[6] https://www.youtube.com/watch?v=D5_WcU8X1Bg&feature=youtu.be

[5] https://www.energyjobshop.com/job/now-hiring-in-ab-bc-sk-camp-hotels-loa-ppe-supplied-for-flare-stack-riggers/
[4] https://www.joox.com/common_redirect.html?page=music_hit/content&activity=607e6e4c8a2b7c0042451de6&rank=60794c0318564f0049980482&content_id=5460988&content_type=3&area=th&lang=en&sharefromwmid=25367883

Top URLs in Tweet in G1:
[1] https://twitter.com/jujuliagrace/status/1388051619309314050
[1] https://twitter.com/celticmaid4/status/1390618473383055360
[1] https://www.mirror.co.uk/news/politics/aide-close-matt-hancock-main-24021217

Top URLs in Tweet in G3:
[11] https://twitter.com/fredtheinvestor/status/1390607445437861888
[3] https://informaconnect.com/report-covid-19-response-cell-gene-therapy-manufacturing/?utm_source=twitter&utm_medium=social&utm_campaign=cgt&utm_content=launch
[2] http://ws-jp.co.jp/2020/04/21/science-technology-4-telemedicine-1-coronavirus-4/
[2] https://www.manoramaonline.com/news/latest-news/2021/05/07/youth-transport-covid-patient-to-hospital-on-bike-wearing-ppe-kit.html
[2] https://www.valeursactuelles.com/politique/viktor-orban-ouvre-la-porte-a-une-collaboration-avec-marine-le-pen/
[2] https://jantaserishta.com/local/chhattisgarh/chhattisgarh-mla-in-ppe-kit-corona-patients-boosted-by-reaching-medical-college-890448?utm_source=web-social-share&utm_partner=jantaserishta&utm_campaign=share&utm_medium=twitter
[2] https://teamdogs.co.uk/articles/rottweiler-needed-emergency-treatment-after-swallowing-30-ppe-gloves
[2] https://metlabppe.co.uk/
[2] https://shopee.co.th/champauss/5787841499?__classic__=1
[2] https://www.bbc.co.uk/sounds/play/m000vwsg

Top URLs in Tweet in G6:
[1] https://twitter.com/brightwinheart_/status/1390918941208309761
[1] https://twitter.com/pxbbrightvc/status/1390926263502573573?s=20

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[215] ppe
[209] dek64
[144] chinesevirus
[110] aed
[110] dna
[102] covid19
[97] ทีมมธ
[96] มธ
[96] 100บาท
[96] นิติมธ



Top Hashtags in Tweet in G1:
[3] nhs
[2] electionresults2021
[1] ifthismatters

Top Hashtags in Tweet in G2:
[1] kanganaranaut

Top Hashtags in Tweet in G3:
[33] ppe
[11] buyshares2021
[11] startinvestingtoday
[10] covid19
[7] safety
[6] coronavirus
[4] facemasks
[4] protection
[4] construction
[4] covid

Top Hashtags in Tweet in G6:
[3] bbrightvc
[1] winmetawin
[1] ไบร์ทวิน
[1] โควิด19วันนี้
[1] brightinspiresus

Top Hashtags in Tweet in G7:
[1] covid19
[1] resignpmmodi

Top Hashtags in Tweet in G8:
[143] chinesevirus
[19] covid19
[8] indiaontarget
[1] covid

Top Hashtags in Tweet in G10:
[208] dek64
[96] มธ
[96] 100บาท
[96] นิติมธ
[96] แจก70บาท
[96] นิติมก
[96] แจก50บาท
[96] ทีมมธ
[96] ทีมมก
[1] ppeมธ

Top Words
Top Words in Tweet in Entire Graph:
[10361] क
[6783] म
[5021] ppe
[4877] न
[3680] द
[3354] र
[3287] त
[2925] ट
[2905] स
[2600] ब

Top Words in Tweet in G1:
[893] jujuliagrace
[648] ppe
[605] care
[600] many
[599] workers
[599] died
[596] covid
[595] 880
[595] frontline
[595] health

Top Words in Tweet in G2:
[4666] क
[3335] म
[2028] न
[2006] द
[1341] त
[1335] ट
[1329] ख
[1329] ब
[697] स
[691] ह

Top Words in Tweet in G3:
[273] ppe
[254] क
[152] र
[150] म
[130] न
[107] स
[105] ह
[93] ल
[83] त
[76] द

Top Words in Tweet in G4:
[333] wife
[333] black
[333] belt
[333] level
[333] anaesthetist
[333] went
[333] back
[333] work
[333] wearing
[333] ppe

Top Words in Tweet in G5:
[1261] น
[636] ต
[631] ป
[317] จ
[317] ปกรณ
[317] ด
[316] ช
[316] ดซ
[316] ออ
[315] วรน

Top Words in Tweet in G6:
[561] อ
[314] ด
[307] ppe
[294] ช
[291] brightwinheart_
[282] หน
[282] ากากอนาม
[282] ย
[281] ถ
[281] ปกรณ

Top Words in Tweet in G7:
[1487] क
[1003] म
[643] द
[632] न
[444] स
[425] र
[415] त
[414] ब
[403] ह
[372] ट

Top Words in Tweet in G8:
[183] more
[144] india
[144] citizens
[143] #chinesevirus
[143] arrived
[143] tested
[143] 300
[143] million
[143] started
[143] manufacturing

Top Words in Tweet in G9:
[570] क
[565] म
[555] र
[524] ल
[450] न
[412] ह
[252] स
[210] त
[194] ट
[188] ppe

Top Words in Tweet in G10:
[400] ต
[320] ท
[320] าพระจ
[320] นทร
[320] มธ
[304] ด
[208] แจก
[208] #dek64
[192] ถ
[192] าต

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2079] क,ब
[1474] क,ट
[1443] ppe,क
[1362] न,क
[1334] त,म
[1172] स,क
[1127] द,न
[1105] म,क
[1096] त,क
[1073] ब,ट

Top Word Pairs in Tweet in G1:
[595] health,social
[595] social,care
[595] many,ppe
[594] recent,ons
[594] ons,report
[594] report,shows
[594] shows,880
[594] 880,frontline
[594] frontline,health
[594] care,workers

Top Word Pairs in Tweet in G2:
[1328] क,ब
[670] म,द
[670] ppe,क
[670] क,ट
[665] स,क
[665] म,क
[664] ट,म
[664] द,ख
[664] ख,रह
[664] रह,शख

Top Word Pairs in Tweet in G3:
[37] क,ट
[32] क,र
[25] ppe,क
[22] स,क
[22] म,क
[21] न,क
[21] ppe,kit
[20] र,न
[18] क,द
[18] त,म

Top Word Pairs in Tweet in G4:
[333] wife,black
[333] black,belt
[333] belt,level
[333] level,anaesthetist
[333] anaesthetist,went
[333] went,back
[333] back,work
[333] work,wearing
[333] wearing,ppe
[333] ppe,n95

Top Word Pairs in Tweet in G5:
[316] ดซ,ออ
[316] ออ,ปกรณ
[315] น,น
[315] น,วรน
[315] วรน,ช
[315] ช,ต
[315] ต,อด
[315] อด,ป
[315] ป,ต
[315] ต,บร

Top Word Pairs in Tweet in G6:
[303] ด,ppe
[291] ช,ด
[282] หน,ากากอนาม
[282] ากากอนาม,ย
[280] ppe,ถ
[280] ถ,งม
[280] งม,อยาง
[280] ย,เจลล
[280] เจลล,างม
[280] างม,อ

Top Word Pairs in Tweet in G7:
[288] क,ब
[216] ppe,क
[216] क,ट
[215] न,क
[213] त,म
[211] द,न
[185] स,क
[171] म,क
[153] त,क
[152] ब,ट

Top Word Pairs in Tweet in G8:
[143] #chinesevirus,arrived
[143] arrived,india
[143] india,tested
[143] tested,more
[143] more,300
[143] 300,million
[143] million,citizens
[143] citizens,started
[143] started,manufacturing
[143] manufacturing,exporting

Top Word Pairs in Tweet in G9:
[188] ppe,क
[188] क,ट
[186] म,ड
[184] ह,न
[184] ट,स
[184] रह,ह
[172] न,क
[172] त,म
[172] जर,र
[170] स,जर

Top Word Pairs in Tweet in G10:
[320] ท,าพระจ
[320] าพระจ,นทร
[224] มธ,ท
[208] นทร,แจก
[208] ต,ด
[192] ถ,าต
[192] ด,#น
[192] #น,ต
[112] ด,seas
[112] seas,มธ

Top Replied-To
Top Replied-To in Entire Graph:
@fai_ppe
@4irodori_0068
@drphilhammond
@lesrepublicains
@tanara_ppe
@yupe_1123
@ko___ppe
@ppe_ee825
@borisjohnson
@painapo____love

Top Replied-To in G1:
@drphilhammond
@jujuliagrace
@hannahwalkom
@10downingstreet
@stayathomemum6
@liddellpool
@jonjonessnr
@legalbeagle1978
@chrismc15327463

Top Replied-To in G5:
@ning_saisawan

Top Replied-To in G6:
@brightwinheart_

Top Replied-To in G7:
@shivaniv2901
@saveind31427899
@akashsinghaniaa
@jalebi_bai_
@bjp4bihar
@dipshikhaghosh
@umashankarsingh

Top Replied-To in G8:
@suhelseth

Top Mentioned
Top Mentioned in Entire Graph:
@jujuliagrace
@shravanimishra4
@drjasonleong
@pichai_online
@brightwinheart_
@bhimarmychief
@supriyashrinate
@vaibhavup65
@shivaniv2901
@peacheese__

Top Mentioned in G1:
@jujuliagrace
@everydoctoruk
@drphilhammond
@hannahwalkom
@alistairmcdowa1
@goodlawproject
@katewilliamsme
@jonjonessnr
@paul_d1963

Top Mentioned in G2:
@shravanimishra4
@harshu_____
@scribe_prashant
@nitishkumar
@rjdforindia
@yadavtejashwi
@rangdetiranga

Top Mentioned in G3:
@wsjp_insight
@sheresharma
@risingsurbhi
@thepulpdoc
@arbassociation
@jeanluk55982424
@rupramparihaar1
@trundlealong
@vishwajeetkhan2

Top Mentioned in G4:
@drjasonleong

Top Mentioned in G5:
@pichai_online
@alanwakedevlin
@ning_saisawan

Top Mentioned in G6:
@brightwinheart_
@pxbbrightvc
@bbrightvc
@winmetawin
@records4bright
@pichai_online
@kittymoo6

Top Mentioned in G7:
@shivaniv2901
@mdjavead70
@nitishkumar
@yadavtejashwi
@shravanimishra4
@rjdforindia
@reshamwarsisyed
@scribe_prashant
@anuragt55661512
@mdahsanahmad

Top Mentioned in G8:
@vaibhavup65
@pandajay
@himantabiswa
@prettypadmaja
@bjp4delhi

Top Mentioned in G9:
@bhimarmychief
@surajkrbauddh
@shravanimishra4
@aspup_
@bhimarmy_bem
@pmoindia
@cmohry
@armyhisar

Top Mentioned in G10:
@peacheese__
@fuckueidok

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@s9tmt
@jstlangevin
@jamesroy
@roblwilson
@kimbam411
@derekjohnbryant
@jeena203
@i_warminghoney
@httweets

Top Tweeters in G1:
@s9tmt
@jamesroy
@derekjohnbryant
@hazelglasgow
@wildwalkerwoman
@royalmail
@spanishdan1
@christinejameis
@ayshamoolla
@shipa123

Top Tweeters in G2:
@mgmnair
@waseemqadiri
@karande76737049
@delhi_kapil
@rzk_ali
@researchaditya
@monsun14
@aazaadee
@drnikhil_p_b
@kashif_jawaid86

Top Tweeters in G3:
@dailymirror
@exbulletinuk
@psginna
@gemandmoll
@andreww66619812
@rupramparihaar1
@rogerablackwell
@bernamaradio
@thatsmalayalam
@lordbsd

Top Tweeters in G4:
@bbhmylovelight
@maknaemarch
@unkelzack
@iftulfira
@nurishaaa97
@sabhithaaa
@esahben
@tiongkudoi14
@fvrvhlee
@nurainiwardahh

Top Tweeters in G5:
@mepoppykz
@himmelllsky
@ploylinlin
@chunlesz
@jarnje
@omelodico
@guneweenz
@frompeck2nooch3
@nin_umin
@cbisrealja

Top Tweeters in G6:
@pangadul
@lumin_7_99
@seasky_19
@chatchanan_br
@bbh__bw
@cakemania17
@peony_fay
@revemelolove
@suri737
@fdstdt2102

Top Tweeters in G7:
@alkeshmshah
@2suhana25
@shivaniv2901
@iparthpatel
@hrdshabbeer
@vivek83srivast1
@mohanlalsahu71
@awisegentleman
@margret_017
@ramruhil

Top Tweeters in G8:
@viralvideovlogs
@jpulasaria
@dewbispeaks
@hitarth1987
@sonofbharat2020
@lakshmianand96
@prettypadmaja
@abhishek_anjani
@ravishankar_iam
@ashvinn15

Top Tweeters in G9:
@mdshahi09675407
@devendragothwa4
@sarvajeetkumar2
@motijangade
@preetam72965022
@aamaadm02524902
@ahmadhusainwar2
@chandan78121315
@nmeena970
@cmohry

Top Tweeters in G10:
@ioiforever2021
@myrjpps
@begoooodtome
@jaosnowlover
@carrotjaa
@bbxjiheon
@korraweem1
@justdoinfinex
@plaifonrvv
@jfoofin