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unilever_2020-09-15_20-12-30.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2020
Short Description:
unilever via NodeXL https://bit.ly/33ATkzh
@unilever
@tatianadp2020
@central20211
@jedo13540772
@effsouthafrica
@bastogne1943
@jacquescupido12
@durbsviking
@kgomo389
@egubatonesse

Top hashtags:
#koalas
#unilever
#win
#clicks
#tresemme
#covid19
#voetsekeff
#multicap

Description:
Description
The graph represents a network of 8,132 Twitter users whose tweets in the requested range contained "unilever", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 16 September 2020 at 03:20 UTC.

The requested start date was Wednesday, 16 September 2020 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 4-day, 13-hour, 34-minute period from Friday, 11 September 2020 at 10:26 UTC to Wednesday, 16 September 2020 at 00:00 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 : 8132
Unique Edges : 6480
Edges With Duplicates : 14130
Total Edges : 20610
Number of Edge Types : 5
Tweet : 1030
Replies to : 1221
Mentions : 5093
Retweet : 5204
MentionsInRetweet : 8062
Self-Loops : 1102
Reciprocated Vertex Pair Ratio : 0.0187478200209278
Reciprocated Edge Ratio : 0.0368056149961482
Connected Components : 1023
Single-Vertex Connected Components : 514
Maximum Vertices in a Connected Component : 5654
Maximum Edges in a Connected Component : 17252
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.033184
Graph Density : 0.000176690437325393
Modularity : 0.512902
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 8,132 Twitter users whose tweets in the requested range contained "unilever", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 16 September 2020 at 03:20 UTC.

The requested start date was Wednesday, 16 September 2020 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 4-day, 13-hour, 34-minute period from Friday, 11 September 2020 at 10:26 UTC to Wednesday, 16 September 2020 at 00:00 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 : unilever
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:
[80] https://www.kensingtonmums.co.uk/win-a-skincare-bundle-from-simple-worth-over-50-competition/
[22] https://invol.co/aff_m?offer_id=101132&aff_id=103854&source=Mega-Affiliate-Day-Page&aff_sub=&aff_sub2=&aff_sub3=&aff_sub4=&aff_sub5=&url=https%3A%2F%2Fwww.lazada.com.my%2Fshop%2Funilever-malaysia
[22] https://www.campaignlive.co.uk/article/amazon-hires-former-mac-coty-unilever-marketer-ojo-prime-video-cmo/1693995?utm_content=buffer2049c&utm_medium=social&utm_source=twitter&utm_campaign=twitter+main
[19] http://www.unilever-sabd.jp/
[14] https://twitter.com/Unilever/status/1303450036236214272
[13] https://twitter.com/i/events/1278719248844521474
[13] https://af.reuters.com/article/ozatp-uk-global-race-safrica-unilever-idAFKBN2630CR-OZATP
[12] https://www.marketingweek.com/sky-unilever-ad-industry-climate-change/
[12] http://www.thepetitionsite.com/633/399/978/unilever-stop-using-uncertified-palm-oil-and-step-up-to-100-certified-segregated-now/?taf_id=17310574&cid=fb_na
[11] https://invol.co/aff_m?offer_id=101132&aff_id=103814&source=Mega-Affiliate-Day-Page&aff_sub=&aff_sub2=&aff_sub3=&aff_sub4=&aff_sub5=&url=https%3A%2F%2Fwww.lazada.com.my%2Fshop%2Funilever-malaysia

Top URLs in Tweet in G1:
[3] https://www.unilever.com/news/news-and-features/Feature-article/2020/we-are-reimagining-the-future-of-cleaning.html?utm_source=UT&utm_medium=Social&utm_campaign=AlwaysOn
[3] https://www.unilever.com/news/news-and-features/Feature-article/2020/climate-and-nature.html?utm_source=UT&utm_medium=Social&utm_campaign=AlwaysOn
[3] http://stock-market-newsfeed.blogspot.com/2020/09/the-zacks-analyst-blog-highlights_72.html
[3] https://twitter.com/Unilever/status/1303450036236214272
[3] https://www.edie.net/news/5/Unilever-s-Persil-switches-to-bio-based-formula-and-recycled-plastic-bottles/
[2] https://www-rte-ie.cdn.ampproject.org/c/s/www.rte.ie/amp/1162758/
[2] https://www.businessinsider.in/business/news/it-took-black-lives-matter-protests-in-us-to-kill-fairness-creams-in-india/articleshow/76622179.cms
[2] https://www.bing.com/search?q=scandale+sanitaire+super+u+detournement+crime+escroquerie+assurance+escroquerie+religieuse+terrorisme+organisationnel+detournement+profanatoire&FORM=EDGENA
[2] https://viewpoints.io/entry/sustainability-shout-out-unilever-celebrates-10-years-of-the-sustainable-li?utm_content=139182453&utm_medium=social&utm_source=twitter&hss_channel=tw-19670492
[1] https://www.unilever.com/news/news-and-features/Feature-article/2019/plastics-announcement.html?utm_source=Social%20Responses&utm_medium=Organic%20Social&utm_campaign=October%20Plastics%20Announcement&utm_term=Global%20plastics%20social%20response

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1305863810088042497
[1] https://twitter.com/i/web/status/1305967418683031553
[1] https://twitter.com/i/web/status/1305964948384813061
[1] https://twitter.com/i/web/status/1305921310254604288
[1] https://twitter.com/i/web/status/1304555253036183552
[1] https://twitter.com/i/web/status/1305703398881275905
[1] https://twitter.com/i/web/status/1305705403704057866
[1] https://twitter.com/i/web/status/1304527548798373890
[1] https://twitter.com/i/web/status/1305544572190171136
[1] https://twitter.com/i/web/status/1305536720528715778

Top URLs in Tweet in G3:
[22] https://invol.co/aff_m?offer_id=101132&aff_id=103854&source=Mega-Affiliate-Day-Page&aff_sub=&aff_sub2=&aff_sub3=&aff_sub4=&aff_sub5=&url=https%3A%2F%2Fwww.lazada.com.my%2Fshop%2Funilever-malaysia
[19] http://www.unilever-sabd.jp/
[11] https://invol.co/aff_m?offer_id=101132&aff_id=103814&source=Mega-Affiliate-Day-Page&aff_sub=&aff_sub2=&aff_sub3=&aff_sub4=&aff_sub5=&url=https%3A%2F%2Fwww.lazada.com.my%2Fshop%2Funilever-malaysia
[10] https://twitter.com/Unilever/status/1303450036236214272
[9] https://adage.com/article/cmo-strategy/unilever-launches-new-phase-pandemic-relief-targeting-women-owned-businesses-and-education-gap/2280501?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.marketingweek.com/sky-unilever-ad-industry-climate-change/
[6] https://adage.com/article/news/oracle-wins-tiktok-bid-and-unilever-focuses-pandemic-relief-women-monday-wake-call/2280536
[5] https://www.chip.de/news/Viele-Milch-Produkte-sollen-verboten-werden-Nestle-Unilever-und-Co.-gehen-jetzt-auf-die-Barrikaden_182971823.html
[4] https://economictimes.indiatimes.com/industry/cons-products/fmcg/indias-coronavirus-graph-is-worrying-says-unilever-ceo-expects-company-to-do-well-post-covid/articleshow/78070045.cms
[4] https://www.fiverr.com/172244786?gig_id=172244786&utm_campaign=base_gig_show_share&utm_content=&utm_medium=shared&utm_source=mobile&utm_term=

Top URLs in Tweet in G4:
[4] https://twitter.com/alfred_cabonena/status/1304041430919376897
[4] https://maroelamedia.co.za/debat/meningsvormers/unilever-en-die-eff-stap-in-n-lekkergoedwinkel-in/
[3] https://twitter.com/alphavile2018/status/1304308292550897664
[2] http://www.msn.com/en-za/news/national/unilever-admits-tresemm%c3%a9-hair-advert-was-racist-staff-to-be-subjected-to-unconscious-bias-training/ar-BB18Wg8T?ocid=st2
[2] https://www.unilever.co.za/brands/?page=2
[2] https://twitter.com/effsouthafrica/status/1304001665733984256
[1] https://twitter.com/i/web/status/1303981776029786112
[1] https://twitter.com/i/web/status/1305761792497528832
[1] https://www.timeslive.co.za/news/south-africa/2020-09-10-unilever-and-eff-agree-tresemm-products-will-be-back-in-stores-in-10-days-time/
[1] https://twitter.com/i/web/status/1305751502187831297

Top URLs in Tweet in G5:
[2] https://twitter.com/IOL/status/1305510418635513858
[2] https://twitter.com/alexrudi2/status/1304288594723561472
[1] https://www.iol.co.za/capetimes/news/unilever-reviewing-all-marketing-campaigns-in-sa-after-racist-clicks-hair-ad-927e904a-9700-4fa8-a934-80f00b36691e
[1] https://twitter.com/i/web/status/1303995913069826050
[1] https://www.iol.co.za/news/south-africa/gauteng/unilever-admits-tresemme-hair-advert-was-racist-staff-to-be-subjected-to-unconscious-bias-training-2bfd2af9-6995-4e41-bc9a-5071ea50f91e
[1] https://twitter.com/i/web/status/1305802664798810113
[1] https://twitter.com/i/web/status/1305799431229517826
[1] https://twitter.com/dailymaverick/status/1305359115628077058
[1] https://twitter.com/ewnupdates/status/1304281152362934272
[1] https://twitter.com/i/web/status/1305801634396680198

Top URLs in Tweet in G6:
[2] https://api.nationalgeographic.com/distribution/public/amp/environment/2019/08/why-amazon-doesnt-produce-20-percent-worlds-oxygen
[1] https://twitter.com/i/web/status/1305807686278111232
[1] https://www.beforetheflood.comexplore/the-crisis/deforestation-killing-the-lungs-of-the-planet/
[1] http://www.forestheroes.org/palm-oil-violence-wilmars-hired-guns-fire-at-indonesian-forest-heroes/
[1] https://theguardian.com/world/2016/sep/19/haze-indonesia-forest-fires-killed-100000-people-harvard-study
[1] https://theindependent.sg/sex-slave-orangutans-of-indonesia-may-be-the-epitome-of-human-cruelty/
[1] https://foei.org/news/rspo-violence-destruction
[1] https://provenance.org/stories/forestwise-how-to-produce-deforestation-free
[1] http://www.barcroft.tv/deforestation-palm-oil-orangutan-gunung-leuser-national-park
[1] https://twitter.com/i/web/status/1304671501610659840

Top URLs in Tweet in G7:
[13] https://twitter.com/i/events/1278719248844521474
[2] https://www.bloomberg.com/news/articles/2020-09-01/unilever-promises-fossil-fuel-free-cleaning-products-by-2030?utm_campaign=socialflow-organic&utm_source=twitter&utm_content=climate&utm_medium=social&cmpid=socialflow-twitter-climate
[1] https://twitter.com/i/web/status/1305962557350567947
[1] https://twitter.com/i/web/status/1305911540042924034
[1] https://twitter.com/i/web/status/1304684604926951424
[1] https://twitter.com/Unilever/status/1304797924958908416
[1] https://twitter.com/AfricanahQueen/status/1305417121237794817
[1] https://twitter.com/i/web/status/1305765331860967425
[1] https://twitter.com/i/web/status/1305910975120519168
[1] https://www.unilever.com/news/press-releases/2020/unilever-to-invest-1-billion-to-eliminate-fossil-fuels-in-cleaning-products-by-2030.html

Top URLs in Tweet in G8:
[2] https://www.timeslive.co.za/sunday-times/business/2020-09-13-unilever-must-do-more-says-government/?utm_medium=Social&utm_source=Twitter#Echobox=1599971934
[2] https://twitter.com/DeanMacpherson/status/1302866416035651584
[1] https://twitter.com/i/web/status/1304041430919376897
[1] https://twitter.com/i/web/status/1305759793244712961
[1] https://twitter.com/alfred_cabonena/status/1304041430919376897
[1] https://twitter.com/i/web/status/1304092733825519618
[1] https://twitter.com/i/web/status/1304366129704505344
[1] https://twitter.com/i/web/status/1304366631708172288
[1] https://twitter.com/i/web/status/1304366897039921152
[1] https://twitter.com/i/web/status/1304367090057572352

Top URLs in Tweet in G9:
[6] https://www.news24.com
[6] https://www.news24.com/news24/SouthAfrica/News/unilever-admits-hair-ad-was-racist-and-we-apologise-unreservedly-20200911
[4] https://adage.com/article/news/oracle-wins-tiktok-bid-and-unilever-focuses-pandemic-relief-women-monday-wake-call/2280536?utm_medium=social&utm_source=twitter&utm_term=adage&utm_content=fbd973bb-7506-4615-94b6-52761891900e
[3] https://adage.com/article/news/oracle-wins-tiktok-bid-and-unilever-focuses-pandemic-relief-women-monday-wake-call/2280536?utm_medium=social&utm_source=twitter&utm_term=adage&utm_content=27d15c4f-19c3-4b08-b309-0f78996bb164
[2] https://social-tv.co.za/unilever-sa-introduces-new-diversity-committee-and-advisory-board/
[2] https://adage.com/article/cmo-strategy/unilever-launches-new-phase-pandemic-relief-targeting-women-owned-businesses-and-education-gap/2280501
[2] https://oiportal.yet2.com/
[2] https://indiacsr.in/hul-spends-rs-142-on-corporate-social-responsibility-csr-in-fy-2020/
[1] https://twitter.com/i/web/status/1305942694112276480
[1] https://www.huffingtonpost.in/entry/beyonce-sharma-jayegi-khali-peeli-song-twitter-fans-react_in_5f55fef0c5b62b3add436e58

Top URLs in Tweet in G10:
[7] https://www.timeslive.co.za/news/south-africa/2020-09-10-unilever-and-eff-agree-tresemm-products-will-be-back-in-stores-in-10-days-time/?fbclid=IwAR3Nrmcb9bwqORPGGq4FM2N--M-tNqpyQA5Fajjjhr0INBEXXC9nl1jIQm8
[1] https://blf.org.za/2020/09/11/eff-uniliver-protect-executive-who-produced-clicks-racist-advert/
[1] https://twitter.com/i/web/status/1304422077030715393
[1] https://twitter.com/i/web/status/1304386970567815170
[1] https://twitter.com/i/web/status/1304387869205835776

Top Domains
Top Domains in Tweet in Entire Graph:
[656] twitter.com
[118] co.uk
[53] co.za
[36] invol.co
[36] adage.com
[29] youtube.com
[27] unilever.com
[27] reuters.com
[19] unilever-sabd.jp
[19] telegraaf.nl

Top Domains in Tweet in G1:
[47] twitter.com
[14] unilever.com
[9] youtube.com
[3] blogspot.com
[3] edie.net
[2] theguardian.com
[2] ampproject.org
[2] businessinsider.in
[2] bing.com
[2] reuters.com

Top Domains in Tweet in G2:
[20] twitter.com
[1] facebook.com

Top Domains in Tweet in G3:
[169] twitter.com
[36] invol.co
[25] adage.com
[19] unilever-sabd.jp
[10] co.za
[10] youtube.com
[7] marketingweek.com
[7] co.uk
[6] indiatimes.com
[6] chip.de

Top Domains in Tweet in G4:
[64] twitter.com
[14] co.za
[2] msn.com
[1] pedoempire.org
[1] iono.fm
[1] youtube.com
[1] thesouthafrican.com

Top Domains in Tweet in G5:
[19] twitter.com
[2] co.za
[1] youtu.be

Top Domains in Tweet in G6:
[4] twitter.com
[2] nationalgeographic.com
[2] unilever.com
[1] beforetheflood.comexplore
[1] forestheroes.org
[1] theguardian.com
[1] theindependent.sg
[1] foei.org
[1] provenance.org
[1] barcroft.tv

Top Domains in Tweet in G7:
[28] twitter.com
[2] bloomberg.com
[2] verifiedmarketresearch.com
[1] unilever.com
[1] ran.org
[1] forbes.com
[1] socialsamosa.com
[1] latimes.com

Top Domains in Tweet in G8:
[21] twitter.com
[2] co.za
[1] news24.com

Top Domains in Tweet in G9:
[21] twitter.com
[14] news24.com
[11] adage.com
[4] co.za
[2] ow.ly
[2] yet2.com
[2] reuters.com
[2] indiacsr.in
[1] huffingtonpost.in
[1] foxbusiness.com

Top Domains in Tweet in G10:
[7] co.za
[3] twitter.com
[1] org.za

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[314] koalas
[293] unilever
[125] win
[107] clicks
[69] tresemme
[68] covid19
[66] voetsekeff
[56] multicap
[56] sebi
[34] officialstore



Top Hashtags in Tweet in G1:
[313] koalas
[10] unilever
[5] healthyplanetforall
[5] feedfood4ssr
[5] sustainability
[4] ourcleanfuture
[4] cop26
[4] racetozero
[3] eu2030
[3] fossilfuels

Top Hashtags in Tweet in G2:
[6] rechazo
[1] porchileyorechazo
[1] rechazoganazapateando
[1] lapruebo
[1] titanic
[1] apruebo

Top Hashtags in Tweet in G3:
[80] unilever
[34] officialstore
[23] personalcare
[17] malaysia
[10] clicks
[10] hygiene
[10] nutrition
[9] lazmall
[8] brands
[8] consumerproducts

Top Hashtags in Tweet in G4:
[59] voetsekeff
[18] voetsekanc
[12] clicks
[11] unilever
[9] respect
[9] clicksmustfall
[6] voetsekmalema
[5] tresemme
[4] eff
[4] voetsekancvoetsek

Top Hashtags in Tweet in G5:
[96] unilever
[58] clicks
[40] tresemme
[24] newzroom405
[19] eff
[2] dstv403
[2] thankyoueff
[2] clicksmustfall
[2] racism
[2] southafrica

Top Hashtags in Tweet in G6:
[8] palmoil
[4] rainforest
[3] biofuel
[2] amazon
[2] filthypalmoil
[2] phytoplankton
[2] gen3
[2] choosesustainable
[2] ungp
[1] carbondioxide

Top Hashtags in Tweet in G7:
[13] glow
[10] plasticpandemickenya
[9] plasticcrisis
[2] betrayal
[2] bollywood
[2] saraalikhan
[1] childlabor
[1] fair
[1] glowandlovely
[1] ssindustryupdate

Top Hashtags in Tweet in G8:
[11] unfiltered
[6] voetsekanc
[6] effredfriday
[6] covid19
[6] september11th
[2] unilever
[2] voetsekeff
[1] dinneratsomizis

Top Hashtags in Tweet in G9:
[10] gravitas
[10] unilever
[7] tresemme
[7] djsbu
[5] sabcnews
[5] themorningflava
[5] removeancfrompower
[5] georgebizos
[4] thankyoueff
[2] socialimpactnews

Top Hashtags in Tweet in G10:
[4] clicksadvert
[1] unilever

Top Words
Top Words in Tweet in Entire Graph:
[6360] unilever
[2752] cerró
[1487] carbon
[1004] laureate
[986] maersk
[969] trabajadores
[968] empleos
[955] empresas
[938] grandes
[919] jedo13540772

Top Words in Tweet in G1:
[1811] unilever
[1462] carbon
[721] emissions
[720] years
[719] ways
[717] planet
[717] ve
[715] protect
[714] reducing
[713] vital

Top Words in Tweet in G2:
[2735] cerró
[1288] unilever
[960] maersk
[951] empleos
[946] trabajadores
[945] laureate
[920] empresas
[915] jedo13540772
[912] grandes
[911] daban

Top Words in Tweet in G3:
[434] unilever
[79] #unilever
[35] tresemmé
[34] #officialstore
[32] products
[31] ad
[31] racist
[29] south
[26] pandemic
[25] africa

Top Words in Tweet in G4:
[454] unilever
[196] effsouthafrica
[185] eff
[139] clicks
[134] black
[109] clicks_sa
[86] julius_s_malema
[71] pads
[71] people
[60] myanc

Top Words in Tweet in G5:
[139] eff
[118] unilever
[100] journalists
[96] #unilever
[89] jacquescupido12
[87] read
[86] problem
[84] focus
[83] thuggery
[82] racis

Top Words in Tweet in G6:
[110] vanillaismd
[108] vanessafiji
[102] exposelies2
[87] coolrunning2009
[73] drbirute
[70] ourplanetsoapco
[69] maruligultom
[69] russellmoxham
[66] chrisun77749348
[63] krishnasatyend2

Top Words in Tweet in G7:
[80] unilever
[37] cocacola
[33] cleanupkenyaday
[31] nestle
[27] cleanups
[26] petcokenya
[23] brands
[19] consumer
[18] ngos
[17] government

Top Words in Tweet in G8:
[113] black
[111] clicks
[79] racist
[78] owned
[77] whole
[77] advert
[77] saga
[77] niche
[77] durban
[77] based

Top Words in Tweet in G9:
[121] unilever
[37] news24
[32] hair
[31] tresemme
[22] ad
[22] clicks
[20] owned
[18] unileversa
[18] racist
[18] cannymaphanga

Top Words in Tweet in G10:
[119] first
[107] clicks
[91] executive
[89] eff
[80] 50k
[77] uniliver
[70] blf
[70] protect
[69] racist
[64] blf2020

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[920] grandes,empresas
[917] maersk,cerró
[917] cerró,unilever
[917] unilever,cerró
[916] cerró,maersk
[916] laureate,grandes
[916] cientos,trabajadores
[915] cerró,laureate
[915] empresas,daban
[915] daban,empleos

Top Word Pairs in Tweet in G1:
[714] reducing,carbon
[713] carbon,emissions
[713] emissions,vital
[713] vital,protect
[713] protect,planet
[713] planet,years
[713] years,ve
[713] ve,finding
[713] finding,ways
[713] ways,lower

Top Word Pairs in Tweet in G2:
[912] maersk,cerró
[912] cerró,unilever
[912] grandes,empresas
[911] cerró,maersk
[911] unilever,cerró
[911] cerró,laureate
[911] laureate,grandes
[911] empresas,daban
[911] daban,empleos
[911] empleos,cientos

Top Word Pairs in Tweet in G3:
[25] south,africa
[24] pandemic,relief
[23] unilever,south
[23] #unilever,#personalcare
[18] 無料,はこちら
[15] hindustan,unilever
[15] tresemmé,advert
[14] africa,takes
[14] 1日1回の,クリック
[14] クリック,や

Top Word Pairs in Tweet in G4:
[89] clicks_sa,unilever
[84] clicks,unilever
[51] effsouthafrica,eff
[50] effsouthafrica,myanc
[45] julius_s_malema,clicks_sa
[42] unilever,cyrilramaphosa
[41] cyrilramaphosa,effsouthafrica
[40] eff,extends
[40] extends,gratitude
[40] gratitude,selfless

Top Word Pairs in Tweet in G5:
[83] journalists,read
[83] read,thuggery
[83] thuggery,eff
[83] eff,focus
[83] focus,problem
[82] jacquescupido12,journalists
[82] problem,racis
[34] #tresemme,#unilever
[33] loath,eff
[33] eff,won

Top Word Pairs in Tweet in G6:
[49] vanessafiji,russellmoxham
[49] russellmoxham,ourplanetsoapco
[46] ourplanetsoapco,exposelies2
[46] vanillaismd,krishnasatyend2
[43] krishnasatyend2,chrisun77749348
[37] coolrunning2009,vanessafiji
[34] maruligultom,coolrunning2009
[32] vanillaismd,weaniejeanie53
[32] weaniejeanie53,lawlor224
[32] lawlor224,hargrump

Top Word Pairs in Tweet in G7:
[24] cocacola,nestle
[23] nestle,unilever
[19] consumer,brands
[19] unilever,petcokenya
[18] brands,cocacola
[17] ngos,government
[17] government,accept
[17] accept,funds
[17] funds,consumer
[17] petcokenya,cleanups

Top Word Pairs in Tweet in G8:
[77] whole,clicks
[77] clicks,advert
[77] advert,saga
[77] saga,niche
[77] niche,durban
[77] durban,based
[77] based,black
[77] black,owned
[76] owned,company
[74] company,created

Top Word Pairs in Tweet in G9:
[22] news24,unilever
[17] women,owned
[14] support,women
[14] owned,businesses
[13] unilever,sa
[11] african,hair
[11] unilever,putting
[11] putting,added
[11] added,million
[11] million,10

Top Word Pairs in Tweet in G10:
[64] protect,executive
[59] eff,uniliver
[59] uniliver,protect
[59] executive,produced
[59] produced,clicks
[59] clicks,racist
[59] racist,advert
[59] advert,black
[59] black,first
[59] first,land

Top Replied-To
Top Replied-To in Entire Graph:
@unilever
@itsjustice4ssr
@benjimk
@rahulgandhi
@poojaag24522785
@simontemplar008
@drshayphd
@radiocitizen
@news24
@jumianigeria

Top Replied-To in G1:
@unilever
@poojaag24522785
@primeshiturself
@videoeditbot
@404mav
@daanbarnard
@jasonpauloliver
@majihailemariam
@alanjope
@itsjustice4ssr

Top Replied-To in G2:
@t13
@agriculturafm
@jedo13540772
@tatianadp2020
@luisriveroscor
@eduardlarquin
@carloslinch73
@sergioulloa1
@huaso_patriota
@max_martin_r

Top Replied-To in G4:
@simontemplar008
@effsouthafrica
@emile_za
@steve_hofmeyr
@african_spring
@clicks_sa
@tracts1
@zilevandamme
@our_da
@maroelamedia

Top Replied-To in G5:
@jacquescupido12
@iol
@mbuyisenindlozi
@thulimadonsela3
@dailymaverick
@mightijamie
@denziltaylor
@geekinkmedia1
@defineracism1
@grootdawid

Top Replied-To in G6:
@maruligultom
@russellmoxham
@vanessafiji
@debbie_spirit
@drbirute
@exposelies2
@gteasts
@coolrunning2009
@wildlingrocks
@fuzzballsoren

Top Replied-To in G7:
@unilever
@cleanupkenyaday
@bowyercressida
@letsdoitworld1
@twittermoments
@judiamafia
@angiemsafiri
@aryan9690
@climate
@mcdonalds

Top Replied-To in G8:
@ohfuckitsrayner
@alfred_cabonena
@chabanagi
@batibat9
@gatvolboertjie
@heinekensdaily
@madiboity
@bollock43719034
@mbuyisenindlozi
@tshepamotshewa

Top Replied-To in G9:
@news24
@educnurture
@wionews
@sabreakingnews
@fashino96
@benandjerrys
@tresemme
@mariskaschalek1
@japhetjsr
@litlikedesi

Top Replied-To in G10:
@blf2020
@kgomo389
@mookimasuku

Top Mentioned
Top Mentioned in Entire Graph:
@unilever
@jedo13540772
@smitaparikh2
@poojaag24522785
@effsouthafrica
@bastogne1943
@kensingtonmums
@clicks_sa
@tatianadp2020
@vanillaismd

Top Mentioned in G1:
@unilever
@smitaparikh2
@poojaag24522785
@wireswildlife
@iujjawaltrivedi
@404mav
@alanjope
@hul_news
@unilevergulf
@itsjustice4ssr

Top Mentioned in G2:
@jedo13540772
@bastogne1943
@tatianadp2020
@carloslinch73
@chileno081604
@agriculturafm
@t13
@sanguchitodepa5
@pearenasc
@chechohirane

Top Mentioned in G3:
@dreamarts7
@itsover16274589
@galasura19
@freemartinsmar1
@seefinish
@shabnampalesamo
@tekanomo_
@fabienprevots
@teclasap
@s_k_ngubane

Top Mentioned in G4:
@effsouthafrica
@clicks_sa
@unilever
@julius_s_malema
@myanc
@unathi_kwaza
@kamvelihlegoba
@cyrilramaphosa
@renelaw08
@hermanmashaba

Top Mentioned in G5:
@jacquescupido12
@tabudim
@newzroom405
@sli_masikane
@mbuyisenindlozi
@dailymaverick
@capetalk
@haniefhaider
@denziltaylor
@bigkoostar

Top Mentioned in G6:
@vanillaismd
@vanessafiji
@exposelies2
@coolrunning2009
@ourplanetsoapco
@drbirute
@chrisun77749348
@russellmoxham
@krishnasatyend2
@maruligultom

Top Mentioned in G7:
@unilever
@cocacola
@nestle
@cleanupkenyaday
@petcokenya
@twittermoments
@proctergamble
@letsdoitworld1
@nemakenya
@puma

Top Mentioned in G8:
@chabanagi
@alfred_cabonena
@ohfuckitsrayner
@mphomorolane
@tyrone_mkansi
@anc_newsbrief
@hmaphee
@madiboity
@unilever
@scholtz_marc

Top Mentioned in G9:
@unilever
@news24
@cannymaphanga
@tresemme
@unileversa
@adage
@unileverusa
@clicks_sa
@wionews
@tresemme_sa

Top Mentioned in G10:
@blf2020
@kgomo389
@zanelelwana
@mxolisibob
@lvovosa
@seangoss31
@mduku
@mdukuphela
@s11e11b11a
@jacquescupido12

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@airtel_presence
@americanbanking
@thebookofginko
@tesco
@movistararg
@alerttrade
@belizean_bz
@vodafonein
@rashidaldosari

Top Tweeters in G1:
@airtel_presence
@5fec93919a544d3
@bliadhnaichean
@pitarampal
@sra_perola
@fernandocesar77
@ccafaro1
@jaiprakashaga18
@maiindy18
@pimmaiden

Top Tweeters in G2:
@ro_moyano_26
@fridasikahlo
@girealaderecha
@t13
@losemarrp
@monysalas13
@catalina_valpo
@felisferox
@ericahenriquezo
@omentando

Top Tweeters in G3:
@americanbanking
@consumerfeed
@pairsonnalites
@marciojmsilva
@cfinancialnews
@jenkers_en
@diario24horas
@yordimx
@atlantanewsfeed
@bharianmy

Top Tweeters in G4:
@alettaha
@unathi_kwaza
@__tshepo
@marita_1010
@bbcworld
@timeslive
@danielcoetzee12
@johanmatthee101
@lootgous
@african_spring

Top Tweeters in G5:
@leratomannya
@jdjongumzidenga
@penxenxe
@aquarius1049
@enca
@iol
@akanyangm
@capetalk
@time2coach
@dailymaverick

Top Tweeters in G6:
@tesco
@sainsburys
@blanketcrap
@marksandspencer
@lawlor224
@morrisons
@menalahy
@h0t_p0ppy
@duncanmacmartin
@aldiuk

Top Tweeters in G7:
@mcdonalds
@walmart
@nationafrica
@citizentvkenya
@airbnbhelp
@sunjayjk
@dwnews
@cocacola
@nba
@marciasgreen

Top Tweeters in G8:
@sabcnews
@abramjee
@unmovedlee
@stopplaasmoorde
@mamtimande
@roly_i
@alfred_cabonena
@sundaytimesza
@thebow_hunter
@ricky_de1

Top Tweeters in G9:
@twinings_jp
@world_news_eng
@sabreakingnews
@news24
@ariadne38
@djsbu
@garychun
@dove
@adage
@sethjlevy

Top Tweeters in G10:
@ntsikimazwai
@nattyadonis
@benjiseitlhamo
@_njabzy
@sushimandi
@azola_afrowoman
@mxolisibob
@sir_lifestyle
@misssteelo
@fighterkamza