crm, Twitter, 12/7/2019 4:34:28 AM, 218305


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crm_2019-12-06_19-14-50.xlsx
crm_2019-12-06_19-14-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2019
Short Description:
crm via NodeXL http://bit.ly/2DQIoBb
@sap
@sapnews
@mrdickee2019
@stewdomer
@gambiste1
@stockhighalertz
@ronald_vanloon
@financialbuzztv
@salesforce
@sergioarandag

Top hashtags:
#crm
#smm
#ai
#iot
#bigdata
#ux
#infographic
#bin
#sales
#marketing

Description:
Description
The graph represents a network of 4,160 Twitter users whose tweets in the requested range contained "crm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 07 December 2019 at 03:16 UTC.

The requested start date was Saturday, 07 December 2019 at 01:01 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 1-day, 11-hour, 5-minute period from Wednesday, 04 December 2019 at 21:54 UTC to Friday, 06 December 2019 at 09:00 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 : 4160
Unique Edges : 4547
Edges With Duplicates : 2735
Total Edges : 7282
Number of Edge Types : 3
Tweet : 2513
Mentions : 3777
Replies to : 992
Self-Loops : 2513
Reciprocated Vertex Pair Ratio : 0.0509836519811582
Reciprocated Edge Ratio : 0.0970208278407593
Connected Components : 1398
Single-Vertex Connected Components : 845
Maximum Vertices in a Connected Component : 468
Maximum Edges in a Connected Component : 1109
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.585003
Graph Density : 0.000219230306841511
Modularity : 0.588848
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,160 Twitter users whose tweets in the requested range contained "crm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 07 December 2019 at 03:16 UTC.

The requested start date was Saturday, 07 December 2019 at 01:01 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 1-day, 11-hour, 5-minute period from Wednesday, 04 December 2019 at 21:54 UTC to Friday, 06 December 2019 at 09:00 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 : crm
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:
[246] https://twitter.com/thekaushalsoni
[54] http://www.salesforce.com/
[37] https://techcrunch.com/2019/12/04/kustomer-raises-60m-for-its-omnichannel-based-crm-platform/
[35] https://www.youtube.com/watch?v=1Fjd3jZaFGQ&feature=youtu.be

[30] https://www.reverbnation.com/rakeflier
[18] http://iBE.net
[14] https://blogs.sap.com/2019/11/28/abap-tool-for-receiving-automated-e-mails-for-sap-hana-alerts/?source=social-global-sapdevs-twitter-audienceengagement-developers-saphana-spr-2890889283&campaigncode=CRM-XB19-MKT-DGEALL
[12] http://salesforce.com
[10] https://bnsmarketingautomation.com/blog-multi-channel-crm
[10] https://www.crm-tech.world/software-auswahl/berichte-auswahl/lyft-der-kleine-uber-baut-seine-eigene-marketing-automation-software/

Top URLs in Tweet in G1:
[53] http://www.salesforce.com/
[25] https://techcrunch.com/2019/12/04/kustomer-raises-60m-for-its-omnichannel-based-crm-platform/
[18] http://iBE.net
[12] http://salesforce.com
[9] https://business.referrizer.com/?aff=TAN
[6] https://japan.zdnet.com/article/35146405/
[5] https://blog.hubspot.com/sales/types-of-crm
[5] http://optionalarm.com/
[5] https://www.borjagiron.com/internet/teamleader-crm-emprendedores/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://www.hivewire.co/post/personal-crm?ref=quuu

Top URLs in Tweet in G2:
[14] https://blogs.sap.com/2019/11/28/abap-tool-for-receiving-automated-e-mails-for-sap-hana-alerts/?source=social-global-sapdevs-twitter-audienceengagement-developers-saphana-spr-2890889283&campaigncode=CRM-XB19-MKT-DGEALL
[5] https://blogs.sap.com/2019/11/28/send-an-email-from-a-nodejs-application/?source=social-global-sapdevs-twitter-audienceengagement-developers-sapcloudplatform-spr-2890912067&campaigncode=CRM-XB19-MKT-DGEALL
[5] https://blogs.sap.com/2019/11/11/how-to-bring-your-abap-custom-code-to-sap-cloud-platform-abap-environment/?source=social-global-sapcommunity-twitter-audienceengagement-developers-sapcloudplatform-spr-2871057632&campaigncode=CRM-XB19-MKT-DGECOM
[4] https://blogs.sap.com/2019/11/28/sap-ui5-cordova-application-.ipa-build-using-xcode/?source=social-global-sapdevs-twitter-audienceengagement-developers-sapcloudplatform-spr-2890924165&campaigncode=CRM-XB19-MKT-DGEALL
[4] https://blogs.sap.com/2019/11/26/understanding-containers-run-docker-run/?source=social-global-sapcommunity-twitter-audienceengagement-developers-unspecified-spr-2885056917&campaigncode=CRM-XB19-MKT-DGECOM
[3] https://blogs.sap.com/2019/11/26/intelligent-erp-update-embedded-analytics-powered-by-sap-analytics-cloud-in-sap-s-4hana-cloud-1911/?source=social-global-sapanalytics-twitter-marketingcampaign-analytics-saps4hanacloud-spr-2869986875&campaigncode=CRM-YA19-SSO-BRSOCPT
[3] https://blogs.sap.com/2019/11/28/sap-ui5-push-notification-using-google-firebase-android/?source=social-global-sapdevs-twitter-audienceengagement-developers-unspecified-spr-2890806530&campaigncode=CRM-XB19-MKT-DGEALL
[3] https://www.sap.com/documents/2019/10/403f4291-6b7d-0010-87a3-c30de2ffd8ff.html?source=rvl-MarketingCampaign&campaigncode=CRM-YE19-INF-SAPH19P
[3] https://www.digitalistmag.com/future-of-work/2019/10/23/4-ways-data-analytics-can-make-or-break-small-or-midsize-business-06201227?source=michael-li-thoughtleadership-mlblog2&campaigncode=CRM-YM19-DEM-DIGSOCIINM
[3] https://dy.si/MyGgR

Top URLs in Tweet in G3:
[245] https://twitter.com/thekaushalsoni
[30] https://www.reverbnation.com/rakeflier
[4] https://www.youtube.com/watch?v=HEOGeYMqBl0&feature=youtu.be

[3] https://www.youtube.com/watch?v=8IhnH3KelZg&feature=youtu.be

[3] https://www.mycustomer.com/customer-experience/engagement/10-years-in-cx-the-evolutions-and-revolutions-that-defined-the-decade
[3] https://www.youtube.com/watch?v=pxUJ3h-vEa0&feature=youtu.be

[3] https://www.youtube.com/watch?v=cS4YwPArz6U&feature=youtu.be

[3] https://www.youtube.com/watch?v=byTMSUoYCTk&feature=youtu.be

[3] https://www.youtube.com/watch?v=MxfQH6OF3ZU&feature=youtu.be

[3] https://www.youtube.com/watch?v=Or66uZN33vQ&feature=youtu.be


Top URLs in Tweet in G4:
[1] http://bit.ly/2OULCK6

Top URLs in Tweet in G5:
[1] https://www.globalresearch.ca/trump-considers-14000-troop-deployment-middle-east-counter-iran/5696840
[1] https://www.globalresearch.ca/erdogan-opened-pandora-box-libya/5696729
[1] https://www.globalresearch.ca/who-holds-initiative-who-has-power-mobilise-street-iraq/5696738
[1] https://www.globalresearch.ca/crimes-against-humanity-us-sanctions-harm-one-third-of-worlds-people/5696794
[1] https://www.globalresearch.ca/iranian-unrest-cover-up-mass-killings-infowar-conspiracy/5696826
[1] https://www.globalresearch.ca/uk-government-denies-sell-off-national-health-service-trump/5696741
[1] https://twitter.com/dvernychuk/status/1202777731869491200
[1] https://q-hq.com/textile-articles/crm-circular-economy
[1] https://www.globalresearch.ca/china-retaliates-against-hostile-us-legislation/5696675

Top URLs in Tweet in G6:
[5] http://pengaduanwarga.jakarta.go.id
[4] https://twitter.com/DKIJakarta/status/1197024882548043776
[1] http://pengaduanwarga.jakarta.go.id/report/TW000026003
[1] http://pengaduanwarga.jakarta.go.id/report/TW000026007
[1] http://pengaduanwarga.jakarta.go.id/report/TW000025985
[1] http://pengaduanwarga.jakarta.go.id/report/TW000025986
[1] http://pengaduanwarga.jakarta.go.id/report/TW000025987
[1] http://pengaduanwarga.jakarta.go.id/report/TW000025988
[1] http://pengaduanwarga.jakarta.go.id/report/TW000025991
[1] http://pengaduanwarga.jakarta.go.id/report/TW000025993

Top URLs in Tweet in G7:
[1] https://twitter.com/aolove_official/status/1202784914745069568

Top URLs in Tweet in G9:
[7] https://www.mckinsey.com/featured-insights/artificial-intelligence/global-ai-survey-ai-proves-its-worth-but-few-scale-impact?cid=other-soc-twi-mip-mck-oth-1911--&sid=2858744283&linkId=77588740
[2] https://www.statista.com/chart/20185/deals-motivate-consumers-online/
[2] https://www.mckinsey.com/business-functions/mckinsey-digital/our-insights/the-ceos-new-technology-agenda?cid=other-soc-twi-mip-mck-oth-1912--&sid=2887673875&linkId=78100535
[2] https://www.eventbrite.com/e/free-crm-summit-fall-2019-tickets-56895407696
[2] https://www.forbes.com/sites/dangingiss/2019/12/05/30-customer-experience-experts-heres-what-to-expect-in-2020/#a9500db1747d
[1] https://twitter.com/thekaushalsoni
[1] https://twitter.com/Chamoen/status/1202636332083884033
[1] https://www.forbes.com/sites/quickerbettertech/2019/12/02/on-crm-why-are-so-many-crm-users-dissatisfied-with-artificial-intelligence/#5856383d18e8
[1] https://twitter.com/VoiceSummitAI/status/1202708225491124225
[1] https://crmswitch.com/crm-strategy/avoid-crm-failure/

Top URLs in Tweet in G10:
[2] https://t.co/WhxvVzS7cc?utm_medium=social&utm_source=twitter&utm_campaign=Statusbrew&utm_content=Brew8475bbd413774b86ab1ead7fdce6c0bb
[1] https://www.linkedin.com/slink?code=dUS6F5M
[1] https://www.linkedin.com/slink?code=dEd_Tuh
[1] https://twitter.com/lizzieohreally/status/1202668025041825799
[1] https://www.nojitter.com/contact-center-customer-experience/dreamforce-2019-crmccaas-line-disappear

Top Domains
Top Domains in Tweet in Entire Graph:
[478] twitter.com
[239] sap.com
[192] dy.si
[116] youtube.com
[71] cnet.com
[70] salesforce.com
[66] linkedin.com
[40] go.id
[40] techcrunch.com
[33] reverbnation.com

Top Domains in Tweet in G1:
[71] cnet.com
[66] salesforce.com
[42] linkedin.com
[32] dy.si
[28] techcrunch.com
[24] convergehub.com
[22] sap.com
[22] twitter.com
[21] co.uk
[18] youtube.com

Top Domains in Tweet in G2:
[160] sap.com
[152] dy.si
[16] sap.to
[12] digitalistmag.com
[3] twitter.com
[2] sapstore.com
[2] t.co
[1] lnkd.in
[1] fieldglass.com
[1] ariba.com

Top Domains in Tweet in G3:
[245] twitter.com
[56] youtube.com
[33] reverbnation.com
[3] mycustomer.com
[2] kingswaysoft.com
[1] forbes.com
[1] medium.com
[1] reverberation.com

Top Domains in Tweet in G4:
[1] bit.ly

Top Domains in Tweet in G5:
[7] globalresearch.ca
[1] twitter.com
[1] q-hq.com

Top Domains in Tweet in G6:
[40] go.id
[5] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G9:
[9] mckinsey.com
[3] twitter.com
[3] forbes.com
[2] statista.com
[2] eventbrite.com
[1] crmswitch.com

Top Domains in Tweet in G10:
[2] linkedin.com
[2] t.co
[1] twitter.com
[1] nojitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[730] crm
[528] smm
[341] ai
[295] iot
[264] bigdata
[259] ux
[247] infographic
[128] bin
[89] sales
[70] marketing



Top Hashtags in Tweet in G1:
[281] crm
[40] marketing
[32] business
[31] sales
[29] erp
[29] software
[25] salesforce
[20] automation
[16] ai
[14] data

Top Hashtags in Tweet in G2:
[34] s4hana
[19] cx
[18] cloud
[17] supplychain
[16] sap
[12] thebestrun
[11] intelligententerprise
[10] digitaltransformation
[9] xm
[9] sapphirenow

Top Hashtags in Tweet in G3:
[520] smm
[282] ai
[277] iot
[255] bigdata
[245] infographic
[245] ux
[57] seo
[56] music
[56] video
[55] indie

Top Hashtags in Tweet in G4:
[10] cix
[6] 2019mama
[4] 블랙핑크
[4] blackpink
[4] bx
[4] 이병곤
[4] 용희
[4] got7
[3] exo
[3] merrezca

Top Hashtags in Tweet in G5:
[1] boris
[1] britain
[1] presidentwbush
[1] circulareconomy
[1] crm
[1] opportunity
[1] fashion
[1] china

Top Hashtags in Tweet in G6:
[4] crm

Top Hashtags in Tweet in G7:
[3] スカイピースed
[3] スカイピースed画像
[3] スカイピースed画像コーナー
[1] 12月になったのでリプくれた人に一言
[1] ておちゃんぽんちゃん

Top Hashtags in Tweet in G9:
[30] crm
[23] artificialintelligence
[10] management
[9] ai
[8] it
[8] investment
[8] agile
[7] impact
[7] scaling
[7] aidriven

Top Hashtags in Tweet in G10:
[5] crm
[5] salesforce
[2] expedia
[2] restorationhardware
[2] slacktechnologies
[2] cloudcomputing
[2] technology
[2] homefurnisher
[2] corporateplatform
[2] corporatechatroom

Top Words
Top Words in Tweet in Entire Graph:
[2817] Words in Sentiment List#1: Positive
[1471] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[99689] Non-categorized Words
[103977] Total Words
[1575] crm
[730] #crm
[528] #smm
[451] sap
[367] marketing

Top Words in Tweet in G1:
[781] crm
[281] #crm
[120] business
[97] more
[78] management
[72] customer
[67] marketing
[65] sales
[60] cnet
[58] best

Top Words in Tweet in G2:
[332] sap
[94] learn
[83] more
[77] cloud
[63] experience
[55] sapnews
[54] business
[47] analytics
[46] data
[46] customer

Top Words in Tweet in G3:
[520] #smm
[282] #ai
[277] #iot
[255] #bigdata
[245] email
[245] marketing
[245] process
[245] #infographic
[245] follow
[245] #ux

Top Words in Tweet in G4:
[79] น
[60] ก
[45] ด
[45] ท
[42] ม
[41] แต
[41] ค
[38] ว
[36] ไม
[35] อ

Top Words in Tweet in G5:
[17] crg_crm
[5] people
[3] third
[3] error
[3] 21wire
[3] read
[3] unikgirl11
[3] oulosp
[3] regime
[2] trump

Top Words in Tweet in G6:
[76] laporan
[59] sudah
[57] crm
[51] anda
[50] kepada
[50] yth
[43] diproses
[42] dengan
[42] pantau
[41] nomor

Top Words in Tweet in G7:
[89] crm__724
[17] teokun711
[11] teokun7117
[9] 5m91r
[9] jinjin1027
[7] え
[7] skypeace_teojin
[6] 笑
[6] nnnnno_sp
[6] neo_neo66

Top Words in Tweet in G8:
[62] crm_t10
[31] おめでとうございます
[13] 妹さんおめでとうございます
[12] こんにちは
[8] ω
[7] 樹くんこんにちは
[6] 今日の公演も頑張ってください
[5] 笑
[5] 樹くん
[4] 樹さんこんにちは

Top Words in Tweet in G9:
[30] #crm
[24] genemarks
[24] many
[23] #artificialintelligence
[23] booming
[23] topic
[23] industry
[23] especially
[23] users
[23] dissatisfied

Top Words in Tweet in G10:
[27] salesforce
[22] crm
[16] mulesoft
[16] acquisition
[15] lucktm
[15] hats
[15] earnings
[15] call
[15] yesterday
[15] growth

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[267] email,marketing
[248] #ai,#iot
[248] #iot,#bigdata
[248] #smm,#ux
[246] marketing,process
[246] process,#infographic
[246] #infographic,follow
[246] follow,#ai
[246] #bigdata,#smm
[246] #ux,#smm

Top Word Pairs in Tweet in G1:
[30] crm,platform
[29] based,crm
[28] raises,60m
[28] 60m,omnichannel
[28] omnichannel,based
[27] kustomer,raises
[22] relationship,management
[21] crm,software
[20] buy,rating
[18] email,marketing

Top Word Pairs in Tweet in G2:
[35] sap,4hana
[30] learn,more
[23] sap,cloud
[22] sap,#s4hana
[22] sap,hana
[21] cloud,platform
[19] embedded,analytics
[18] 4hana,cloud
[17] 20,days
[14] experience,management

Top Word Pairs in Tweet in G3:
[246] #ai,#iot
[246] #iot,#bigdata
[245] email,marketing
[245] marketing,process
[245] process,#infographic
[245] #infographic,follow
[245] follow,#ai
[245] #bigdata,#smm
[245] #smm,#ux
[245] #ux,#smm

Top Word Pairs in Tweet in G4:
[8] ช,อ
[8] วยก,น
[6] ค,ดว
[6] ไม,ได
[6] ไม,ใช
[6] ด,วยก
[6] อหม,ต
[6] เอ,นด
[5] ง,ท
[5] ไม,ม

Top Word Pairs in Tweet in G5:
[3] unikgirl11,oulosp
[3] oulosp,crg_crm
[2] selected,articles
[2] articles,medical
[2] medical,error
[2] error,third
[2] third,leading
[2] leading,cause
[2] cause,death
[2] mondoweiss,972mag

Top Word Pairs in Tweet in G6:
[50] kepada,yth
[48] laporan,anda
[43] anda,sudah
[43] sudah,diproses
[41] pantau,prosesnya
[40] diproses,dengan
[40] dengan,nomor
[40] prosesnya,laman
[40] laman,crm
[38] silakan,pantau

Top Word Pairs in Tweet in G7:
[8] teokun711,teokun7117
[3] crm__724,一日で話すより多いよそれ
[3] #スカイピースed,#スカイピースed画像
[3] #スカイピースed画像,#スカイピースed画像コーナー
[3] #スカイピースed画像コーナー,skypeace_teojin
[3] skypeace_teojin,jinjin1027
[3] jinjin1027,jinsjins1027
[3] jinsjins1027,teokun711
[3] crm__724,うん
[3] crm__724,teokun711

Top Word Pairs in Tweet in G8:
[9] crm_t10,おめでとうございます
[7] crm_t10,樹くんこんにちは
[5] crm_t10,樹くん
[5] 樹くん,こんにちは
[4] crm_t10,樹さんこんにちは
[3] crm_t10,可愛い
[3] crm_t10,こんにちは
[3] 樹くんこんにちは,妹さんおめでとうございます
[3] こんにちは,わぁ
[3] わぁ,妹さんおめでとうございます

Top Word Pairs in Tweet in G9:
[23] #artificialintelligence,booming
[23] booming,topic
[23] topic,industry
[23] industry,especially
[23] especially,many
[23] many,#crm
[23] #crm,users
[23] users,dissatisfied
[22] genemarks,#artificialintelligence
[7] scale,#impact

Top Word Pairs in Tweet in G10:
[15] hats,salesforce
[15] salesforce,crm
[15] crm,earnings
[15] earnings,call
[15] call,yesterday
[15] yesterday,mulesoft
[15] mulesoft,growth
[15] growth,actually
[15] actually,accelerating
[15] accelerating,acquisition

Top Replied-To
Top Replied-To in Entire Graph:
@crm__724
@crm_splatoon
@crm_t10
@lana_crm
@natsumyo_poke
@crm_syu
@aztjjy
@na__naaaaaa
@crm_9
@5m91r

Top Replied-To in G1:
@retainusercrm

Top Replied-To in G2:
@douglas_erp
@snapcloud
@s4sukhdeep
@concajulian
@ceedee666
@ekoenergy_
@oli_rogers
@sdenecken
@emmeneggerdani

Top Replied-To in G5:
@crg_crm
@unikgirl11
@shen_shiwei
@21wire
@canadiangreens

Top Replied-To in G6:
@vb3lm
@antonius_kris
@anoe_freelance
@_eddieonye
@gatut_p
@khwijaya2
@rzk202
@katjooe
@thogarsitompul
@ghi2

Top Replied-To in G7:
@crm__724
@5m91r
@nnnnno_sp
@neo_neo66
@k0t0_n__teo
@booo_teo
@02_jints
@harucha_jin
@xxuimhj3xtrqhrb
@teo_no_okini

Top Replied-To in G8:
@crm_t10

Top Replied-To in G9:
@chamoen
@iamchasemaher
@darynr
@genemarks

Top Replied-To in G10:
@jollypaarth
@benioff
@vipulgoel19
@lucktm
@salesforce

Top Mentioned
Top Mentioned in Entire Graph:
@thekaushalsoni
@observadbinario
@sapnews
@sap
@analyticsfr
@datasciencefr
@sapdevs
@oricon
@darkne
@sapclouderp

Top Mentioned in G1:
@semanticsgrp
@bizdata360
@mcl_crm
@salva_arauzo
@belenelnabee
@sellersted
@sapinfluencing
@nathanhchan
@rhotwire

Top Mentioned in G2:
@sapnews
@sap
@sapdevs
@sapclouderp
@sdenecken
@ronald_vanloon
@opensap
@martinmrugal
@sapfieldglass
@tamaramccleary

Top Mentioned in G3:
@thekaushalsoni
@analyticsfr
@datasciencefr
@darkdazerecords
@cert_polska
@ferbeltranmx
@mycustomer
@sirteace
@synbussolutions
@inreal_de

Top Mentioned in G4:
@got7official
@ninepleng
@pnpxsh
@nostalgia520
@rispuddingen
@cix_official
@victon1109
@i_scream6g
@viu_th
@fearlessbyunn

Top Mentioned in G5:
@crg_crm
@oulosp
@georgegalloway
@21wire
@gchumanrights
@kuwaitfund
@telesurenglish
@democracynow
@guardian
@mondoweiss

Top Mentioned in G6:
@tatakujiyati
@aniesbaswedan
@dkijakarta
@harinugie
@pamjaya_id
@water4life_id
@kemlonih
@jepretansurya
@cepatresponjkt
@dinaspemel

Top Mentioned in G7:
@teokun711
@teokun7117
@jinjin1027
@skypeace_teojin
@kasu_ps
@jinsjins1027
@konan9167
@crm__724
@kajisac_onashas
@m591ts

Top Mentioned in G9:
@genemarks
@mckinsey
@noikeanolife
@iamchasemaher
@statistacharts
@airtable
@thekaushalsoni
@sjw75
@janetjacksonseo
@dgingiss

Top Mentioned in G10:
@salesforce
@mulesoft
@lucktm
@madankhichi
@sarbjeetheera
@satpalbajwa25
@abhi_crm
@benioff
@reginawalton
@jollypaarth

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@americanbanking
@movistararg
@alerttrade
@tickerreport
@sectest9
@consumerfeed
@marcodacostafx
@watchlistn
@jiocare

Top Tweeters in G1:
@americanbanking
@tickerreport
@consumerfeed
@watchlistn
@intercooleronli
@dailypoliticaln
@marciojmsilva
@dakotafinancial
@zolmaxnews
@pennystocksmomo

Top Tweeters in G2:
@andrewmorrisuk
@stfuimtweetn0_o
@mjoehlerich
@yvesmulkers
@assyriangirll
@realdjthewriter
@juliebhunt
@enrirosasdiaz
@foodmfguk
@walkingimpress

Top Tweeters in G3:
@sectest9
@chidambara09
@thekaushalsoni
@daniceraj
@manifattura40
@jesirok
@joevecchiorocks
@wynandbooysen
@thomashilbig2
@iot_technojeder

Top Tweeters in G4:
@bubblesaii_
@blueprimevere
@j_juncottonkim
@ifuqx__
@cms_yx
@jigzerotang
@_notyourpeach
@suh0boy
@swnnnt
@kaisoowner

Top Tweeters in G5:
@guardian
@haaretzcom
@news24
@timeslive
@georgegalloway
@afp
@presstv
@tlavagabond
@arabnews
@telesurenglish

Top Tweeters in G6:
@reiza_patters
@pt_transjakarta
@kemlonih
@leialia
@billyboen
@presiden_bkuasa
@sendyalfa24
@dkijakarta
@rzk202
@trotoarian

Top Tweeters in G7:
@neo_neo66
@jinjin1027
@skypeace_sub
@miztamari_nikki
@kanon_skypeace
@konan9167
@ponytail___teo
@harucha_jin
@teojin0715___
@15kun__teo

Top Tweeters in G8:
@maa_a11day
@kairusatuki
@katsura_shinobu
@h21j043
@kakerun_ryota
@sora_windmoon
@h13711_tukiuta
@yu10mama
@kichimaru0625
@tvk6hs6tnurj2zt

Top Tweeters in G9:
@edgardogarciasa
@_alexitimiko
@willnyguifarro1
@genemarks
@jayeshmthakur
@aroly_yo
@noikeanolife
@billquiseng
@4c7f21ac5bb74b0
@olilince

Top Tweeters in G10:
@financialbuzz
@slackhq
@expedia
@salesforce
@witoldkepinski
@reginawalton
@marcosluis2186
@accidentalflyer
@keith_wasserman
@benioff