BrandWatch, Twitter, 3/31/2020 2:56:55 PM, 224095


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BrandWatch_2020-03-31_02-39-55.xlsx
BrandWatch_2020-03-31_02-39-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 31, 2020
Short Description:
BrandWatch via NodeXL https://bit.ly/2wQRi1A
@brandwatch
@kelvinjonck
@janetmachuka_
@hootsuite
@simonmc
@thesilab
@maxjb
@fialetka1
@keyholeco
@constellationr

Top hashtags:
#brandwatch
#covid19
#job
#watchstyle
#chronograph
#watchaddict
#socialmedia
#watchfreek

Description:
Description
The graph represents a network of 563 Twitter users whose tweets in the requested range contained "BrandWatch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 31 March 2020 at 09:40 UTC.

The requested start date was Tuesday, 31 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 14-hour, 9-minute period from Tuesday, 17 March 2020 at 00:11 UTC to Monday, 30 March 2020 at 14:20 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 : 563
Unique Edges : 985
Edges With Duplicates : 487
Total Edges : 1472
Number of Edge Types : 4
Tweet : 210
Mentions : 510
Replies to : 69
MentionsInRetweet : 683
Self-Loops : 210
Reciprocated Vertex Pair Ratio : 0.0448521916411825
Reciprocated Edge Ratio : 0.0858536585365854
Connected Components : 95
Single-Vertex Connected Components : 63
Maximum Vertices in a Connected Component : 365
Maximum Edges in a Connected Component : 1084
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.876611
Graph Density : 0.00323950873245134
Modularity : 0.568365
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 563 Twitter users whose tweets in the requested range contained "BrandWatch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 31 March 2020 at 09:40 UTC.

The requested start date was Tuesday, 31 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 14-hour, 9-minute period from Tuesday, 17 March 2020 at 00:11 UTC to Monday, 30 March 2020 at 14:20 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 : BrandWatch
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:
[10] https://www.brandwatch.com/webinars/misinformation-understand-plan/
[8] https://www.brandwatch.com/p/covid19-data-bulletin/?utm_source=twitter&utm_medium=owned_social&utm_term=email&utm_campaign=onlinetrends
[6] https://www.brandwatch.com/es/blog/coronavirus-espana-vision-general/?utm_source=twitter&utm_medium=social&utm_campaign=coronavirusespana
[5] https://www.techwyse.com/blog/social-media-marketing/how-to-measure-monitor-and-improve-your-twitter-engagement/
[5] https://www.brandwatch.com/cv19-resources/
[5] https://hootsuite.com/products/insights?utm_source=twitter&utm_medium=owned_social&utm_term=6d0fa355-1e4f-4a60-b9e5-d66a45410035&utm_campaign=all-product-insights_powered_by_brandwatch-glo-none----social_hootsuite---#
[4] https://www.brandwatch.com/fr/guides/rse/?utm_source=twitter&utm_medium=social&utm_term=guide&utm_campaign=10_2019_csr
[4] https://www.brandwatch.com/fr/guides/dci-transformer-organisation/?utm_source=twitter&utm_medium=social&utm_term=guide&utm_campaign=dci-transforms-organisation
[4] https://www.brandwatch.com/fr/blog/coronavirus-achats-de-panique/?utm_source=twitter&utm_medium=social&utm_term=blog&utm_campaign=
[4] https://www.brandwatch.com/fr/guides/dci-transformer-organisation/?utm_source=twitter&utm_medium=social&utm_term=dc&utm_content=content_linked&utm_campaign=

Top URLs in Tweet in G1:
[5] https://www.brandwatch.com/p/covid19-data-bulletin/?utm_source=twitter&utm_medium=owned_social&utm_term=email&utm_campaign=onlinetrends
[3] https://hootsuite.com/products/insights?utm_source=twitter&utm_medium=owned_social&utm_term=6d0fa355-1e4f-4a60-b9e5-d66a45410035&utm_campaign=all-product-insights_powered_by_brandwatch-glo-none----social_hootsuite---#
[2] https://www.brandwatch.com/p/covid19-data-bulletin/
[2] https://twitter.com/joodoo9/status/1243256214047293444
[2] https://app.jobvite.com/m?3mfYXlwm
[1] https://www.brandwatch.com/blog/best-brands-for-customer-experience/?utm_source=twitter&utm_medium=owned_social&utm_term=blog&utm_campaign=marketing
[1] https://twitter.com/hootsuite/status/1240685473514700800
[1] https://www.brandwatch.com/webinars/misinformation-understand-plan/?utm_source=twitter&utm_medium=owned_social&utm_term=webinar&utm_campaign=crisismanagement
[1] https://www.brandwatch.com/cv19-resources/?utm_source=twitter&utm_medium=owned_social&utm_term=react&utm_campaign=onlinetrends
[1] https://twitter.com/Brandwatch/status/1242522966648332288

Top URLs in Tweet in G2:
[3] https://www.brandwatch.com/blog/twitter-stats-and-statistics/?utm_source=twitter&utm_medium=social&utm_term=post&utm_content=content_linked&utm_campaign=
[3] https://www.brandwatch.com/blog/react-coronavirus-panic-buying/
[2] https://www.brandwatch.com/blog/amazing-social-media-statistics-and-facts/#section-2
[2] https://hootsuite.com/products/insights?utm_source=twitter&utm_medium=owned_social&utm_term=6d0fa355-1e4f-4a60-b9e5-d66a45410035&utm_campaign=all-product-insights_powered_by_brandwatch-glo-none----social_hootsuite---#
[2] https://www.brandwatch.com/fr/blog/coronavirus-achats-de-panique/
[2] https://www.brandwatch.com/blog/covid19-bulletin-comms-complaints-and-crunches/
[2] https://www.brandwatch.com/blog/interview-dr-delia-dumitrescu-andrew-ross-misinformation/
[2] https://www.brandwatch.com/blog/introducing-fake-news-week-2020/
[2] https://www.brandwatch.com/fr/guides/rse/?utm_source=twitter&utm_medium=social&utm_term=guide&utm_campaign=10_2019_csr
[2] https://www.brandwatch.com/fr/blog/coronavirus-achats-de-panique/?utm_source=twitter&utm_medium=social&utm_term=blog&utm_campaign=

Top URLs in Tweet in G3:
[5] https://www.techwyse.com/blog/social-media-marketing/how-to-measure-monitor-and-improve-your-twitter-engagement/
[2] https://www.internetmarketingninjas.com/blog/social-media/6-social-media-analytics-companies-to-keep-an-eye-on/
[1] https://twitter.com/AfricaTweetChat/status/1240351549236412422

Top URLs in Tweet in G4:
[9] https://www.brandwatch.com/webinars/misinformation-understand-plan/
[3] https://www.brandwatch.com/cv19-resources/
[3] https://www.brandwatch.com/p/covid19-data-bulletin/?utm_source=twitter&utm_medium=owned_social&utm_term=email&utm_campaign=onlinetrends
[2] https://www.brandwatch.com/p/covid19-data-bulletin/?utm_source=email&utm_medium=covid_email&utm_term=email&utm_campaign=bulletin&mkt_tok=eyJpIjoiTVRRMU5UQm1NbVV6Wm1FNSIsInQiOiJOZHNJbFM5STNORFdxTjVGYTdROE1sdFYxOTZsVGMzNE9rbXRrcVRsTXVrZHJuWXh0SFg2MXNFaVVLVUp3ek1XUGFSNXBEemxSYXNYM3oyZ1pFZ2xwZz09In0%3D
[2] https://www.brandwatch.com/blog/covid-19-bulletin-6-games-gen-z-and-grub/?utm_source=twitter&utm_medium=social&utm_term=post&utm_content=content_linked&utm_campaign=
[1] https://www.brandwatch.com/webinars/cultural-consumption/
[1] https://www.brandwatch.com/cv19-resources/?utm_source=twitter&utm_medium=owned_social&utm_term=react&utm_campaign=onlinetrends
[1] https://twitter.com/Brandwatch/status/1242522966648332288
[1] https://twitter.com/BW_React/status/1242492214250520582
[1] https://www.linkedin.com/pulse/brandwatch-covid-19-bulletin-fatigue-france-finance-giles-palmer

Top URLs in Tweet in G5:
[5] https://www.brandwatch.com/es/blog/coronavirus-espana-vision-general/?utm_source=twitter&utm_medium=social&utm_campaign=coronavirusespana
[4] https://www.brandwatch.com/fr/blog/coronavirus-achats-de-panique/?utm_source=twitter&utm_medium=social&utm_term=post&utm_content=content_linked&utm_campaign=
[3] https://www.brandwatch.com/es/blog/cultura-en-cuarentena-cuales-son-las-preferencias-de-los-consumidores/?utm_source=twitter&utm_medium=social&utm_campaign=coronavirus_entretenimiento
[2] https://www.brandwatch.com/es/webinars/dci-pitch-agencias/?utm_source=twitter&utm_medium=social&utm_campaign=DCI_agencias
[2] https://www.brandwatch.com/fr/guides/rse/?utm_source=twitter&utm_medium=social&utm_term=guide&utm_campaign=10_2019_csr
[2] https://www.brandwatch.com/fr/blog/coronavirus-achats-de-panique/?utm_source=twitter&utm_medium=social&utm_term=blog&utm_campaign=
[2] https://www.brandwatch.com/fr/guides/dci-transformer-organisation/?utm_source=twitter&utm_medium=social&utm_term=guide&utm_campaign=dci-transforms-organisation
[1] https://www.brandwatch.com/es/blog/cultura-en-cuarentena-cuales-son-las-preferencias-de-los-consumidores/?utm_source=twitter&utm_medium=social&utm_term=post&utm_content=content_linked&utm_campaign=
[1] https://www.brandwatch.com/es/blog/echar-de-menos-covid19/?utm_source=twitter&utm_medium=social&utm_campaign=echardemenos_covid19
[1] https://www.brandwatch.com/fr/guides/rse/?utm_source=twitter&utm_medium=social&utm_term=dc&utm_content=content_linked&utm_campaign=

Top URLs in Tweet in G7:
[3] https://www.fashionnewsstudios.com/livestream/?p1=Laura-Mercier
[2] http://beautyinfozone.com/beauty/hoppy-easter-giveaway-hop-with-pixi-by-petra-beauty/?utm_source=rss&utm_medium=rss&utm_campaign=hoppy-easter-giveaway-hop-with-pixi-by-petra-beauty
[2] http://beautyinfozone.com/beauty/it-cosmetics-tsv-for-3-30-20-watch-qvc-for-itsyourtsv/?utm_source=rss&utm_medium=rss&utm_campaign=it-cosmetics-tsv-for-3-30-20-watch-qvc-for-itsyourtsv
[2] http://beautyinfozone.com/beauty/hello-spring-giveaway-hop-with-pixi-beauty-skintreats/?utm_source=rss&utm_medium=rss&utm_campaign=hello-spring-giveaway-hop-with-pixi-beauty-skintreats
[2] https://www.makeupandbeautyblog.com/laura-mercier-3/product-spotlight-laura-mercier-caviar-volume-mascara/
[2] https://www.makeupandbeautyblog.com/laura-mercier-3/product-spotlight-laura-mercier-rose-cheek-color/
[2] https://www.fashionnewsstudios.com/livestream/?p1=Pixi-Beauty
[2] https://neversaydiebeauty.com/nails-2/zoya-briar-professional-lacquer-giveaway-winner-announcement/
[2] https://www.fashionnewsstudios.com/livestream/?p1=Zoya
[1] https://www.makeupandbeautyblog.com/sally-hansen-3/tlc-for-needy-nails-the-sally-hansen-color-therapy-nail-beautifiers-base-and-top-coats-and-a-bomb-cuticle-serum/

Top URLs in Tweet in G8:
[1] https://www.wsj.com/articles/to-track-virus-governments-weigh-surveillance-tools-that-push-privacy-limits-11584479841
[1] https://www.forbes.com/sites/beasleydavid/2020/02/26/company-co-founded-by-trump-ally-lands-government-contract/#68ad15e05ae4

Top URLs in Tweet in G10:
[2] https://thesilab.com/looking-for-better-faster-cheaper-consumer-insight/
[2] https://thesilab.com/webinar-how-can-digital-consumer-intelligence-accelerate-your-business/
[2] https://thesilab.com/is-digital-consumer-intelligence-more-hype-from-technology-companies-or-will-it-really-transform-customer-insights/
[2] https://thesilab.com/digital-consumer-intelligence-what-why-and-how/
[2] https://thesilab.com/five-questions-you-can-answer-with-social-data-to-find-opportunities-for-innovation/
[2] https://thesilab.com/when-should-social-intelligence-and-digital-consumer-intelligence-be-used-in-comparison-to-other-research-methods/
[1] https://thesilab.com/why-social-listening-initiatives-are-still-falling-short-of-expectations/

Top Domains
Top Domains in Tweet in Entire Graph:
[127] brandwatch.com
[33] jobvite.com
[17] twitter.com
[13] thesilab.com
[12] fashionnewsstudios.com
[11] hootsuite.com
[6] makeupandbeautyblog.com
[6] beautyinfozone.com
[5] techwyse.com
[4] clickz.com

Top Domains in Tweet in G1:
[21] brandwatch.com
[9] hootsuite.com
[5] twitter.com
[4] jobvite.com
[2] dlvr.it
[1] medium.com
[1] amecorg.com
[1] linkedin.com
[1] com.br
[1] martechadvisor.com

Top Domains in Tweet in G2:
[40] brandwatch.com
[13] jobvite.com
[4] twitter.com
[3] lynxwatches.com
[3] 1066jobs.net
[2] hootsuite.com
[2] instagram.com
[1] wersm.com
[1] uktopnews.com
[1] whatshotnow.net

Top Domains in Tweet in G3:
[5] techwyse.com
[2] internetmarketingninjas.com
[1] twitter.com

Top Domains in Tweet in G4:
[25] brandwatch.com
[16] jobvite.com
[3] dominicmonkhouse.com
[2] twitter.com
[1] linkedin.com
[1] socialgist.com
[1] clickz.com

Top Domains in Tweet in G5:
[24] brandwatch.com

Top Domains in Tweet in G7:
[12] fashionnewsstudios.com
[6] beautyinfozone.com
[6] makeupandbeautyblog.com
[2] neversaydiebeauty.com
[2] nstperfume.com
[1] grittypretty.com

Top Domains in Tweet in G8:
[1] wsj.com
[1] forbes.com

Top Domains in Tweet in G10:
[13] thesilab.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[51] brandwatch
[47] covid19
[32] job
[26] watchstyle
[25] chronograph
[22] watchaddict
[21] socialmedia
[19] watchfreek
[19] 氷川紗夜日菜生誕祭2020
[18] vintagewatches



Top Hashtags in Tweet in G1:
[9] covid19
[8] socialmedia
[5] socialmediamarketing
[4] quarantinelife
[4] startups
[4] businesses
[3] smallbusiness
[3] bw_webinar
[3] job
[2] sociallistener

Top Hashtags in Tweet in G2:
[26] brandwatch
[17] watchstyle
[16] chronograph
[16] watchaddict
[13] job
[13] watchfreek
[13] vintagewatches
[5] sociallistening
[5] covid19
[3] socialmedia

Top Hashtags in Tweet in G3:
[4] africatweetchat
[2] finteza
[1] customerexperience

Top Hashtags in Tweet in G4:
[16] job
[13] covid19
[3] brands
[3] misinformation
[3] coronavirus
[3] sociallistening
[3] technology
[3] trends
[3] martech
[1] branding

Top Hashtags in Tweet in G5:
[19] covid19
[11] coronavirus
[4] españa
[3] covid_19
[3] covidespana
[3] cultura
[3] rse
[2] cuarentena
[2] covid_19mexico
[2] covidspain

Top Hashtags in Tweet in G7:
[12] brandwatch
[12] live
[4] news
[2] itsyourtsv
[2] beauty
[2] fragrance
[2] perfume

Top Hashtags in Tweet in G8:
[9] clearviewai
[1] covid19

Top Hashtags in Tweet in G10:
[8] dci
[7] socialdata
[5] digitalconsumerintelligence
[5] smr
[4] socialintelligence
[2] insights
[2] sociallistening
[1] digitalmarketing
[1] socialmediaresearch
[1] socialasking

Top Words
Top Words in Tweet in Entire Graph:
[385] Words in Sentiment List#1: Positive
[157] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[12656] Non-categorized Words
[13198] Total Words
[400] brandwatch
[107] hootsuite
[97] social
[70] data
[68] query

Top Words in Tweet in G1:
[163] brandwatch
[83] hootsuite
[63] query
[60] see
[58] authors
[57] lastly
[57] audience
[57] demographics
[57] gender
[57] split

Top Words in Tweet in G2:
[49] brandwatch
[30] social
[26] #brandwatch
[24] media
[17] #watchstyle
[16] #chronograph
[16] #watchaddict
[14] looking
[13] #job
[13] #watchfreek

Top Words in Tweet in G3:
[51] tools
[24] janetmachuka_
[22] a8
[22] segment
[16] canva
[16] hubspot
[15] brandwatch
[15] agorapulse
[13] africatweetchat
[12] doncliq254

Top Words in Tweet in G4:
[63] brandwatch
[28] covid
[28] 19
[28] buzzsumo
[22] willmcinnes
[21] data
[19] qriously
[17] working
[17] social
[17] join

Top Words in Tweet in G5:
[19] #covid19
[12] data
[11] #coronavirus
[9] brandwatches
[9] topics
[9] hashtags
[8] cómo
[8] lot
[8] regarding
[8] social

Top Words in Tweet in G6:
[37] dfrlab
[19] using
[19] monitoring
[19] tool
[19] brandwatch
[19] anti
[19] chinese
[18] drpaulgosar
[18] gopleader
[18] tracked

Top Words in Tweet in G7:
[20] beauty
[12] beautyblognews
[12] #brandwatch
[12] #live
[12] fashionnews
[12] studios
[8] blog
[7] giveaway
[7] makeup
[7] san

Top Words in Tweet in G8:
[10] wsj
[10] palantirtech
[10] cambersystems
[10] brandwatch
[10] khealth
[9] ashk4n
[9] names
[9] #clearviewai
[9] companies
[9] talks

Top Words in Tweet in G9:
[8] ifttt
[8] buffer
[8] quuu_co
[8] meetedgar
[8] awarioapp
[8] mention
[8] brandwatch
[6] social
[6] media
[6] marketing

Top Words in Tweet in G10:
[15] intelligence
[13] brandwatch
[12] consumer
[12] digital
[8] #dci
[7] #socialdata
[7] social
[6] lalresearch
[6] research
[5] #digitalconsumerintelligence

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[71] hootsuite,brandwatch
[60] social,media
[58] covid,19
[58] brandwatch,lastly
[58] lastly,audience
[58] audience,demographics
[58] demographics,see
[58] see,gender
[58] gender,split
[58] split,authors

Top Word Pairs in Tweet in G1:
[63] hootsuite,brandwatch
[57] brandwatch,lastly
[57] lastly,audience
[57] audience,demographics
[57] demographics,see
[57] see,gender
[57] gender,split
[57] split,authors
[57] authors,mentioning
[57] mentioning,query

Top Word Pairs in Tweet in G2:
[24] social,media
[17] #brandwatch,#watchstyle
[16] #watchstyle,#chronograph
[16] #chronograph,#watchaddict
[13] #watchaddict,#watchfreek
[13] #watchfreek,#vintagewatches
[12] media,validator
[8] brandwatch,looking
[8] freelance,social
[7] covid,19

Top Word Pairs in Tweet in G3:
[22] a8,segment
[22] segment,tools
[15] hubspot,agorapulse
[12] janetmachuka_,africatweetchat
[12] africatweetchat,doncliq254
[12] doncliq254,barryonyango
[12] barryonyango,nsimbijosh
[12] nsimbijosh,popacky
[12] popacky,fortunedawei
[12] fortunedawei,belloafeez_

Top Word Pairs in Tweet in G4:
[28] covid,19
[19] brandwatch,qriously
[19] qriously,buzzsumo
[17] join,brandwatch
[16] teams,brandwatch
[16] buzzsumo,working
[16] working,evenings
[16] evenings,weekends
[16] weekends,pull
[16] pull,together

Top Word Pairs in Tweet in G5:
[8] lot,data
[8] data,regarding
[8] regarding,#covid19
[8] #covid19,hashtags
[8] hashtags,topics
[8] topics,social
[8] social,way
[8] way,track
[7] kelvinjonck,lot
[7] track,unlimit

Top Word Pairs in Tweet in G6:
[19] monitoring,tool
[19] tool,brandwatch
[19] anti,chinese
[18] dfrlab,drpaulgosar
[18] drpaulgosar,gopleader
[18] gopleader,using
[18] using,monitoring
[18] brandwatch,dfrlab
[18] dfrlab,tracked
[18] tracked,prominance

Top Word Pairs in Tweet in G7:
[12] #brandwatch,#live
[12] #live,fashionnews
[12] fashionnews,studios
[7] makeup,beauty
[7] beauty,blog
[7] blog,san
[7] san,francisco
[6] beauty,info
[6] info,zone
[6] zone,michigan

Top Word Pairs in Tweet in G8:
[10] palantirtech,cambersystems
[10] brandwatch,khealth
[9] ashk4n,wsj
[9] wsj,names
[9] names,palantirtech
[9] cambersystems,#clearviewai
[9] #clearviewai,brandwatch
[9] khealth,companies
[9] companies,talks

Top Word Pairs in Tweet in G9:
[8] ifttt,buffer
[8] buffer,quuu_co
[8] quuu_co,meetedgar
[8] meetedgar,awarioapp
[8] awarioapp,mention
[8] mention,brandwatch
[6] social,media
[6] media,marketing
[6] marketing,tools
[6] tools,try

Top Word Pairs in Tweet in G10:
[10] digital,consumer
[10] consumer,intelligence
[5] research,methods
[4] social,intelligence
[3] lalresearch,brandwatch
[3] think,digital
[3] working,use
[3] use,social
[3] intelligence,digital
[3] intelligence,over

Top Replied-To
Top Replied-To in Entire Graph:
@brandwatch
@britopian
@willmcinnes
@janetmachuka_
@jspeedymorris22
@marctothec
@hootsuite
@wespringforward
@nickathootsuite
@jeanmarcsaint

Top Replied-To in G1:
@brandwatch
@britopian
@jspeedymorris22
@marctothec
@hootsuite
@thepaulsutton
@nickathootsuite
@konstantinnna
@delangeanalytic
@prkezza

Top Replied-To in G3:
@janetmachuka_
@jeanmarcsaint
@brandwatch
@africatweetchat

Top Replied-To in G4:
@willmcinnes
@ollyoco1
@joodoo9

Top Replied-To in G5:
@weshellyar
@kelvinjonck

Top Replied-To in G6:
@dfrlab

Top Replied-To in G8:
@ashk4n

Top Replied-To in G9:
@talkwithbrandon
@wordstream

Top Mentioned
Top Mentioned in Entire Graph:
@brandwatch
@hootsuite
@buzzsumo
@qriously
@janetmachuka_
@willmcinnes
@who
@drpaulgosar
@gopleader
@agorapulse

Top Mentioned in G1:
@brandwatch
@hootsuite
@jonahfreedman
@mercedeslois
@brandwatches
@kelvinjonck
@thewillhen
@amecorg
@econsultancy
@marctothec

Top Mentioned in G3:
@janetmachuka_
@canva
@hubspot
@agorapulse
@brandwatch
@africatweetchat
@doncliq254
@barryonyango
@nsimbijosh
@popacky

Top Mentioned in G4:
@brandwatch
@buzzsumo
@qriously
@willmcinnes
@therealyonder
@jwblackwell
@bw_react
@kelvinjonck
@joodoo9
@clickz

Top Mentioned in G5:
@brandwatches
@brandwatchfr
@kelvinjonck
@brandwatch
@aureliecoudouel
@mercadona
@youknow_digital
@bouteloupjp

Top Mentioned in G6:
@who
@drpaulgosar
@gopleader
@acarvin
@dfrlab

Top Mentioned in G7:
@beautyblognews
@fashionnews
@lauramercier
@karenmbb
@sallyhansen
@pixibeauty
@la_prairie
@bulgariofficial
@jomalonelondon
@pi

Top Mentioned in G8:
@wsj
@palantirtech
@cambersystems
@brandwatch
@khealth
@ashk4n
@whitehouse

Top Mentioned in G9:
@ifttt
@buffer
@quuu_co
@meetedgar
@awarioapp
@mention
@brandwatch
@talkwalker
@socialinsiderio
@qwayasocial

Top Mentioned in G10:
@brandwatch
@lalresearch
@ipsos
@audienseco
@converseon
@thesilab
@joodoo9
@quteeteam
@storyful
@jeremyhollow

Top Tweeters
Top Tweeters in Entire Graph:
@britonanddane
@bhumharit
@brianmbunde
@lizditz
@buffer
@lilachbullock
@davidlogan2020
@corinneam
@patrickmarierom
@wsj

Top Tweeters in G1:
@giuliog
@social411now
@ephraimgopin
@meladalklimat
@mattnavarra
@mariaheoates
@kenkchow
@hootsuite
@keensdesign
@jesus_hoyos

Top Tweeters in G2:
@bhumharit
@davidlogan2020
@alantonelson
@ivannazau
@cnharder
@drzeuz
@thecorrection
@emifatizebua1
@joansamo01
@pauldereume

Top Tweeters in G3:
@logz05
@canva
@sproutsocial
@janetmachuka_
@hubspot
@seosmarty
@bizmasterglobal
@agorapulse
@its_moran
@mention

Top Tweeters in G4:
@ennomnom
@andykeetch
@willmcinnes
@juliaangelenpr
@kenburbary
@bw_react
@ricksterscale
@clickz
@ollyoco1
@tlodroid

Top Tweeters in G5:
@patrickmarierom
@aureliecoudouel
@__nca
@mercadona
@kalydeoo
@keenykeenz
@weshellyar
@bouteloupjp
@brandwatches
@amandas71

Top Tweeters in G6:
@lizditz
@corinneam
@yatpundit
@acarvin
@mitchelldstein1
@ilvestoomas
@girlgeek_rva
@who
@strikeromega
@christackett

Top Tweeters in G7:
@fashionnews
@beautyblognews
@nsdbeauty
@karenmbb
@pi
@pixibeauty
@lauramercier
@sallyhansen
@la_prairie
@bulgariofficial

Top Tweeters in G8:
@wsj
@writerer
@1c75a
@mrmeritology
@bravebosom
@whitehouse
@digital_saas
@purplehaze_tam
@ashk4n
@aljfish

Top Tweeters in G9:
@buffer
@ifttt
@talkwithbrandon
@chrisbronext
@wordstream
@meetedgar
@quuu_co
@t
@socialinsiderio
@metricool

Top Tweeters in G10:
@storyful
@audienseco
@ipsos
@converseon
@quteeteam
@thesilab
@lalresearch
@in4ins
@jeremyhollow
@lalres


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