PPE, Twitter, 8/7/2021 8:44:43 PM, 259701


FAQ | Problem?

PPE_2021-08-07_00-59-11.xlsx
PPE_2021-08-07_00-59-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 07, 2021
Short Description:
PPE via NodeXL https://bit.ly/3fGXA7e
@joe_black317
@ohmmiena
@pink_siripipat
@kongchanut
@zeantoeiza
@offchainon
@bpg7_
@rafidah72
@processic
@yfyxex0

Top hashtags:
#โควิด
#ppe_win
#knowyoursiu
#ppe
#safeseptember2021
#โควิด19
#ทวงpfizerให้หน่วยด่านหน้า
#週プレ

Description:
Description
The graph represents a network of 8,137 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 Saturday, 07 August 2021 at 08:06 UTC.

The requested start date was Friday, 06 August 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 3-day, 1-hour, 24-minute period from Saturday, 31 July 2021 at 10:57 UTC to Tuesday, 03 August 2021 at 12:21 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 : 8137
Unique Edges : 2222
Edges With Duplicates : 13543
Total Edges : 15765
Number of Edge Types : 5
Retweet : 6482
MentionsInRetweet : 7030
Replies to : 563
Mentions : 818
Tweet : 872
Self-Loops : 896
Reciprocated Vertex Pair Ratio : 0.00595681310498883
Reciprocated Edge Ratio : 0.0118430792005922
Connected Components : 825
Single-Vertex Connected Components : 263
Maximum Vertices in a Connected Component : 3532
Maximum Edges in a Connected Component : 7333
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.025919
Graph Density : 0.000122442261812189
Modularity : 0.512159
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,137 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 Saturday, 07 August 2021 at 08:06 UTC.

The requested start date was Friday, 06 August 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 3-day, 1-hour, 24-minute period from Saturday, 31 July 2021 at 10:57 UTC to Tuesday, 03 August 2021 at 12:21 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:
[20] https://www.youtube.com/watch?v=RDpncGNNxoc&feature=youtu.be

[13] https://news.thaipbs.or.th/content/306603
[13] https://twitter.com/hca75190985/status/1421399818916618243
[7] https://ppe.jp/company/
[7] https://www.oricon.co.jp/news/2201896/full/?utm_source=Twitter&utm_medium=social&ref_cd=tw_pic
[6] https://twitter.com/vadercracy/status/1422480668873814017
[6] https://www.thetimes.co.uk/article/420-per-visor-the-price-of-ministers-ppe-panic-08m26r3pl
[5] https://www.motorservuk.com
[5] https://www.motorservukcars.com
[5] http://pt.afl.rakuten.co.jp/c/11bc8fd0.73bf68fd.t=ssml10000122/_RTssml10000122?url=https%3A%2F%2Fbooks.rakuten.co.jp%2Frk%2Febc3b968033730238d50d32028b2105f%2F%3Fscid%3Dwe_twt_upc1696&surlid=8219&surldt=20210801122819

Top URLs in Tweet in G3:
[1] https://twitter.com/KartunisGandum/status/1421412282546855939
[1] https://twitter.com/rafidah72/status/1421427771650154497
[1] https://twitter.com/bernamadotcom/status/1421421358337036289

Top URLs in Tweet in G4:
[2] https://www.thetimes.co.uk/article/420-per-visor-the-price-of-ministers-ppe-panic-08m26r3pl
[1] https://www.reactsc.co.uk/post/why-we-look-after-our-staff-s-health-and-wellbeing
[1] https://twitter.com/zarahsultana/status/1422486804519849993
[1] https://twitter.com/davidschneider/status/1417894114717310981

Top URLs in Tweet in G5:
[5] http://pt.afl.rakuten.co.jp/c/11bc8fd0.73bf68fd.t=ssml10000122/_RTssml10000122?url=https%3A%2F%2Fbooks.rakuten.co.jp%2Frk%2Febc3b968033730238d50d32028b2105f%2F%3Fscid%3Dwe_twt_upc1696&surlid=8219&surldt=20210801122819
[5] https://www.motorservuk.com
[5] https://www.motorservukcars.com
[2] https://www.capitalfm.co.ke/news/2021/07/kemsa-ready-to-support-covid-19-management-through-ppe-supplies-countrywide/
[2] http://pt.afl.rakuten.co.jp/c/11bc8fd0.73bf68fd.t=ssml10000122/_RTssml10000122?url=https%3A%2F%2Fbooks.rakuten.co.jp%2Frk%2Fc7393d45e71e3e51aea11e88fed09d7c%2F%3Fscid%3Dwe_twt_upc1696&surlid=8219&surldt=20210802162744
[2] https://allmanhall.co.uk/blog/support-and-advice-during-covid-19-case-study
[2] https://ir.shareaholic.com/e?u=https://businesspartnermagazine.com/why-safety-clothing-important-workplace/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1&a=1&s=7
[2] https://www.amazon.com/gp/aws/cart/add-res.html?Quantity.1=1&OfferListingId.1=8U8wQfmMSE8RjbPSxw2H8vDTknW3fPC9fglJYCdqxq%2FFj7fG2I7ovTz7uZV%2BsSy4JodSXq2AOUuwtOeC%2FPoq%2BF9pE%2BpPe%2FnSrRDXOk2KVPWihDJsSr%2FTYw%3D%3D&tag=leblorstoftimes-20&AssociateTag=leblorstoftimes-20
[2] https://www.amazon.com/dp/B08Y934HZQ?tag=leblorstoftimes-20&linkCode=ogi&th=1&aod=1&psc=1
[1] https://twitter.com/gokigennurse/status/1421403932157366274

Top URLs in Tweet in G8:
[20] https://www.youtube.com/watch?v=RDpncGNNxoc&feature=youtu.be

[7] https://www.oricon.co.jp/news/2201896/full/?utm_source=Twitter&utm_medium=social&ref_cd=tw_pic
[7] https://ppe.jp/company/
[5] https://mdpr.jp/interview/2700972
[2] https://mi-muse.mi-glamu.com/ppe
[2] https://www.amazon.co.jp/dp/B099M6K7DD/ref=cm_sw_r_cp_awdb_imm_HJ72G3XDCTHP9VK20XFZ
[2] https://ppe.jp/enako/
[2] https://twitter.com/enako_cos/status/1420328855802286083
[1] https://mdpr.jp/interview/detail/2700972
[1] https://twitter.com/mi_glamu/status/1415939775249326085

Top URLs in Tweet in G9:
[1] https://twitter.com/BrandonLewis/status/1421422898221404161

Top URLs in Tweet in G10:
[3] https://twitter.com/boonlucksa13/status/1422049554212421632

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[692] โควิด
[160] ppe_win
[104] knowyoursiu
[73] ppe
[69] safeseptember2021
[59] โควิด19
[57] ทวงpfizerให้หน่วยด่านหน้า
[52] 週プレ
[51] covid19
[46] วัคซีนไฟเซอร์



Top Hashtags in Tweet in G1:
[8] เสรีพิศุทธ์
[8] ประยุทธ์
[8] นายกทิพย์
[2] โควิดวันนี้
[1] โควิด19
[1] โควิด
[1] โควิด19วันนี้
[1] หาเตียงผู้ป่วยโควิด

Top Hashtags in Tweet in G2:
[685] โควิด

Top Hashtags in Tweet in G3:
[1] kerajaanderhaka
[1] kerajaangagal
[1] kerajaancirit

Top Hashtags in Tweet in G4:
[2] healthandwellbeing
[2] stafffitness
[1] specialistcleaning
[1] reat
[1] nhs

Top Hashtags in Tweet in G5:
[27] ppe
[7] rbooks
[7] covid19
[4] ppe_win
[3] safety
[3] workwear
[3] えなこ
[3] covid
[2] foxnews
[2] 質問箱

Top Hashtags in Tweet in G6:
[1] konggreengreen
[1] ppe
[1] สู้โควิด19
[1] แยกขยะ
[1] lessplastic
[1] แยกขวดช่วยหมอ
[1] โควิด

Top Hashtags in Tweet in G7:
[1] ส่องทวิตยามเช้า
[1] ตลาดนุช
[1] โควิด

Top Hashtags in Tweet in G8:
[154] ppe_win
[52] 週プレ
[45] ppeアラビアン
[11] えなこ
[11] 伊織もえ
[11] 宮本彩希
[11] 篠崎こころ
[11] つんこ
[11] 吉田早希
[9] 週刊プレイボーイ

Top Hashtags in Tweet in G9:
[1] ppe
[1] criminalgang
[1] coup
[1] torysleaze
[1] torycorruption

Top Words
Top Words in Tweet in Entire Graph:
[3253] ppe
[3136] วยโคว
[2839] ว
[2580] ก
[2391] ด
[1955] ป
[1908] บ
[1825] หน
[1808] า
[1778] ไหว

Top Words in Tweet in G1:
[3031] วยโคว
[1524] า
[1522] joe_black317
[1520] ป
[1518] ว
[1518] ก
[1517] หน
[1516] อไม
[1516] ล
[1515] ทำไมช

Top Words in Tweet in G2:
[1371] บ
[698] ว
[686] มอไซต
[686] ยงส
[686] ง
[686] ด
[686] จนท
[686] าไปช
[685] พ
[685] ค

Top Words in Tweet in G3:
[1089] hospital
[619] ppe
[571] tak
[568] pakai
[545] rakan2
[545] tapi
[545] pulak
[544] ramai
[544] setugas
[544] saya

Top Words in Tweet in G4:
[463] one
[462] knows
[273] tory
[264] donors
[263] davidschneider
[237] sunak
[232] advisory
[232] board
[232] johnson
[231] meet

Top Words in Tweet in G5:
[202] ppe
[31] covid
[30] ด
[27] #ppe
[26] ช
[22] ม
[22] full
[20] ว
[19] pakai
[19] อ

Top Words in Tweet in G6:
[525] ด
[269] ก
[264] บ
[263] ช
[263] วยหมอ
[262] แยกขวด
[262] ขวดพลาสต
[262] pet
[262] บร
[262] จาคไปทำช

Top Words in Tweet in G7:
[218] ก
[218] น
[217] ไหว
[207] ตอนน
[207] คนอาสาเป
[207] นไรเดอร
[207] ส
[207] งยาเยอะ
[207] แต
[207] หลายเคสต

Top Words in Tweet in G8:
[154] #ppe_win
[107] アラビアン
[106] saki_miyamoto
[75] kokoro777pp
[52] #週プレ
[45] ppeちっちゃいもの倶楽部
[45] #ppeアラビアン
[25] 週刊プレイボーイ
[21] '゚
[21] ppeアラビアン

Top Words in Tweet in G9:
[146] ppe
[138] one
[128] trying
[128] read
[128] cummings
[128] blogs
[128] last
[128] night
[128] marked
[128] mediocre

Top Words in Tweet in G10:
[187] ด
[144] ช
[135] ppe
[126] ป
[126] ว
[125] แล
[124] าเทพต
[124] องเร
[124] ยนร
[124] งานจากค

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1571] ป,วยโคว
[1566] อไม,ไหว
[1566] างหน,า
[1564] ทำไมช,ว
[1564] ว,ตผ
[1564] ตผ,ป
[1564] วยโคว,ดม
[1564] ดม,นร
[1564] นร,นทดขนาดน
[1564] นทดขนาดน,วะ

Top Word Pairs in Tweet in G1:
[1516] ป,วยโคว
[1515] ทำไมช,ว
[1515] ว,ตผ
[1515] ตผ,ป
[1515] วยโคว,ดม
[1515] ดม,นร
[1515] นร,นทดขนาดน
[1515] นทดขนาดน,วะ
[1515] วะ,หน
[1515] หน,มป

Top Word Pairs in Tweet in G2:
[686] ยงส,ง
[685] พ,มอไซต
[685] มอไซต,ค
[685] ค,นน
[685] นน,ข
[685] ข,รถจะกล
[685] รถจะกล,บไปร
[685] บไปร,กษาต
[685] กษาต,วท
[685] วท,ช

Top Word Pairs in Tweet in G3:
[562] pakai,ppe
[544] ramai,rakan2
[544] rakan2,setugas
[544] setugas,saya
[544] saya,hospital
[544] hospital,positif
[544] positif,covid19
[544] covid19,tapi
[544] tapi,tak
[544] tak,pulak

Top Word Pairs in Tweet in G4:
[462] one,knows
[264] tory,donors
[232] advisory,board
[232] johnson,sunak
[231] knows,advisory
[231] board,tory
[231] donors,meet
[231] meet,johnson
[231] sunak,one
[231] knows,details

Top Word Pairs in Tweet in G5:
[18] ด,ppe
[15] full,ppe
[14] ช,ด
[13] covid,19
[12] pakai,ppe
[7] 鷲見玲奈の,最初で最後の写真集から
[7] 最初で最後の写真集から,未公開カットを先行公開
[7] 未公開カットを先行公開,佐藤美希
[7] 佐藤美希,えなこ
[7] えなこ,ppeオールスターに柏木由紀

Top Word Pairs in Tweet in G6:
[262] แยกขวด,ช
[262] ช,วยหมอ
[262] วยหมอ,ขวดพลาสต
[262] ขวดพลาสต,ก
[262] ก,pet
[262] pet,บร
[262] บร,จาคไปทำช
[262] จาคไปทำช,ด
[262] ด,ppe
[262] ppe,ให

Top Word Pairs in Tweet in G7:
[207] ตอนน,คนอาสาเป
[207] คนอาสาเป,นไรเดอร
[207] นไรเดอร,ส
[207] ส,งยาเยอะ
[207] งยาเยอะ,แต
[207] แต,หลายเคสต
[207] หลายเคสต,องเข
[207] องเข,าไปส
[207] าไปส,งในบ
[207] งในบ,าน

Top Word Pairs in Tweet in G8:
[101] アラビアン,#ppe_win
[100] saki_miyamoto,アラビアン
[45] ppeちっちゃいもの倶楽部,#週プレ
[45] #週プレ,#ppeアラビアン
[45] #ppeアラビアン,#ppe_win
[44] kokoro777pp,ppeちっちゃいもの倶楽部
[20] ラジオ風動画,ppe放送室#4
[20] ppe放送室#4,パーソナリティ
[20] パーソナリティ,吉田早希
[20] 吉田早希,吉田山

Top Word Pairs in Tweet in G9:
[128] trying,read
[128] read,one
[128] one,cummings
[128] cummings,blogs
[128] blogs,last
[128] last,night
[128] night,marked
[128] marked,mediocre
[128] mediocre,ppe
[128] ppe,essays

Top Word Pairs in Tweet in G10:
[126] ด,ppe
[124] ป,าเทพต
[124] าเทพต,องเร
[124] องเร,ยนร
[124] ยนร,งานจากค
[124] งานจากค,ณล
[124] ณล,งขายบราวน
[124] งขายบราวน,ในต
[124] ในต,กต
[124] กต,อกนะคะ

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@joe_black317
@ohmmiena
@rafidah72
@davidschneider
@kongchanut
@pink_siripipat
@rsasiu
@andrew_adonis
@zeantoeiza
@saki_miyamoto

Top Mentioned in G1:
@joe_black317
@littlemyp
@khlongtoeydjung

Top Mentioned in G2:
@ohmmiena
@joe_black317

Top Mentioned in G3:
@rafidah72
@h_bakkaniy
@dghisham
@putrareformasi
@farhanzahari
@secebisan
@zafirazafrin
@syarifahamin

Top Mentioned in G4:
@davidschneider
@ukiswitheu
@zarahsultana
@red65dave
@mike_fabricant
@react_sc
@lb230
@fox_claire
@krisjam57683800
@humanlty1o1

Top Mentioned in G5:
@mediinnukltd
@mtdaniels19
@vcstx
@seigoenako_love
@umashcenter

Top Mentioned in G6:
@kongchanut
@joe_black317
@ohmmiena

Top Mentioned in G7:
@pink_siripipat
@849pn
@rhymn088
@joe_black317
@ohmmiena
@kongchanut

Top Mentioned in G8:
@saki_miyamoto
@kokoro777pp
@yoshida_saki
@enako_cos
@manatsukin
@tsunko_p
@modelpress
@pp_enter
@oricon

Top Mentioned in G9:
@andrew_adonis
@dalbideu
@johnwest_jaws
@davidschneider
@byrneplan
@brokentwitty
@indywolf72
@andrewbowie_mp
@vivamjm
@disnenchanted

Top Mentioned in G10:
@zeantoeiza
@imoodzyou
@jkitirat
@joe_black317
@kongchanut
@pink_siripipat

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@cas_2050001283
@cocacolajapan
@aldak_ko
@bbuff_firstzy
@independent
@inabster
@nufgnawh
@_dammyb_
@kimbam411

Top Tweeters in G1:
@nufgnawh
@kthxq_
@fame_pe0810
@parnnyparnparnz
@twrose_947
@karisyeol
@slow_hrt_wtnb
@1112enny
@himmelllsky
@pp1cha

Top Tweeters in G2:
@dontworrybehaha
@chxnchn
@pleeee_
@inna4497
@oshhh94_
@cbisrealja
@venus910120
@6yourw
@tang_artitaya
@brian_the_lover

Top Tweeters in G3:
@atiqahrhm
@pidutdin
@malequearrasyid
@tbgsem
@wolveriffverine
@syawal
@zahidjoep
@liyanalunia
@iftulfira
@deartomato

Top Tweeters in G4:
@dingabelle
@skynews
@boogwinchester
@hawkins_carole
@stockexchange
@kevthecheff
@terryelaineh1
@mitsawokett_uk
@trackntracer
@harding_keith

Top Tweeters in G5:
@cas_2050001283
@rsmlp
@capitalfmkenya
@immo_reedb
@sktv_
@sanook
@dbashby
@karenkts11
@_wawao
@blackedout__

Top Tweeters in G6:
@i_nanammmm
@tntennnn
@_qenfer
@mailovez
@melo_skawngur
@gsupxo_
@phatchy_p
@saiiiexo
@imhwon
@li_qyun

Top Tweeters in G7:
@noirpoipoison
@flyagain151
@wmelon0319
@pam8125
@lemon2sunday
@febmmbc
@planetp25
@soya_jung_kim
@lukwasclt
@mommyhaechan

Top Tweeters in G8:
@aldak_ko
@wandava
@kenshiss
@oricon
@hayanorailway98
@gum_syrup
@modelpress
@giu_9_brj
@shakugans
@rinne0123

Top Tweeters in G9:
@sandradunn1955
@bernardmceldown
@safarisara
@hacketttom
@brokentwitty
@zuluzim909
@steceng22
@citzgirl
@alfieturner2
@philt5116

Top Tweeters in G10:
@millyblink
@hellosunflow_r
@framebenja
@aoxche_
@broyalxx
@sungmint
@pharunyamp
@aoomalr
@palm_tanya
@jxu88x


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.