Marketingcloud, Twitter, 1/15/2023 9:44:50 PM, 288118


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Marketingcloud_2023-01-15_13-30-37.xlsx
Marketingcloud_2023-01-15_13-30-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 15, 2023
Short Description:
Marketingcloud via NodeXL https://bit.ly/3ZFKSe2
@marketingcloud
@benioff
@salesforce
@axel_schaefer
@outreachly_500
@toolstipsnews
@sunchowdhury
@penfielddigital
@mrktngtrendspod
@justguilda

Top hashtags:
#marketingcloud
#marketingchats
#rt
#salesforce
#marketing

Description:
Description
The graph represents a network of 1,908 Twitter users whose recent tweets contained "Marketingcloud", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 21:39 UTC.

The tweets in the network were tweeted over the 4056-day, 3-hour, 26-minute period from Wednesday, 07 December 2011 at 18:28 UTC to Saturday, 14 January 2023 at 21:55 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 1908
Unique Edges : 3473
Edges With Duplicates : 11826
Total Edges : 15299
Number of Edge Types : 9
Replies to : 1030
MentionsInReplyTo : 4791
MentionsInRetweet : 2153
Retweet : 1402
Mentions : 4366
Tweet : 1223
MentionsInQuote : 194
Quote : 109
MentionsInQuoteReply : 31
Self-Loops : 1732
Reciprocated Vertex Pair Ratio : 0.0591990713871155
Reciprocated Edge Ratio : 0.111780821917808
Connected Components : 129
Single-Vertex Connected Components : 95
Maximum Vertices in a Connected Component : 1722
Maximum Edges in a Connected Component : 14352
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.32268
Graph Density : 0.00150471780563498
Modularity : 0.232831
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,908 Twitter users whose recent tweets contained "Marketingcloud", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 21:39 UTC.

The tweets in the network were tweeted over the 4056-day, 3-hour, 26-minute period from Wednesday, 07 December 2011 at 18:28 UTC to Saturday, 14 January 2023 at 21:55 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : Marketingcloud
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:
[38] https://www.salesforce.com/resources/research-reports/state-of-marketing/?d=&nc=7013y000000a0DgAAI&utm_source=&utm_medium=organic_social&utm_campaign=amer_mktlobaw&utm_content=8thSOM_&utm_term=&ban=amer_
[24] https://salesforcedrillers.com/learn-mean/introduction-to-node-js/
[24] https://salesforcedrillers.com/learn-andriod/android-app-development/
[20] https://salesforcedrillers.com/learn-aws/overview-of-cloud/
[20] https://salesforcedrillers.com/learn-python/programming-overview/
[18] https://salesforcedrillers.com/learn-flutter/introduction-on-flutter/
[17] https://salesforcedrillers.com/learn-devops/what-is-devops/
[16] https://www.townscript.com/e/mc2-jai-nov2022
[14] https://salesforcedrillers.com/learn-salesforce/overview-of-cloud/
[12] https://salesforcedrillers.com/learn-data-science/introduction-to-data-science/

Top URLs in Tweet in G1:
[18] https://www.salesforce.com/resources/research-reports/state-of-marketing/?d=&nc=7013y000000a0DgAAI&utm_source=&utm_medium=organic_social&utm_campaign=amer_mktlobaw&utm_content=8thSOM_&utm_term=&ban=amer_
[16] https://www.townscript.com/e/mc2-jai-nov2022
[10] https://twitter.com/sfdcFanBoy/status/1591642432739102720/photo/1
[8] https://twitter.com/omprakash_it/status/1591655704729092096/photo/1
[8] https://twitter.com/MarketingCloud/status/1594776741532377089/photo/1
[6] https://www.youtube.com/watch?v=qnpgDzFiAMk&feature=youtu.be

[6] https://twitter.com/justguilda/status/1613230834445873154/photo/1
[6] https://www.salesforce.com/blog/marketing-cloud-innovations-dreamforce-22/?utm_campaign=amer_mktlobaw&utm_content=marketingcloud_&utm_medium=organic_social&utm_source=twitter
[5] https://deselect.com/events/webinar-time-to-value-with-salesforce-marketing-cloud/
[5] https://twitter.com/mc2_event/status/1582431671541825536

Top URLs in Tweet in G2:
[20] https://www.salesforce.com/resources/research-reports/state-of-marketing/?d=&nc=7013y000000a0DgAAI&utm_source=&utm_medium=organic_social&utm_campaign=amer_mktlobaw&utm_content=8thSOM_&utm_term=&ban=amer_
[5] https://twitter.com/MarketingCloud/status/1609580351273242624/photo/1
[5] https://twitter.com/MarketingCloud/status/1587504845606510592
[4] https://twitter.com/MarketingCloud/status/1587842235604914181/photo/1
[4] https://twitter.com/MarketingCloud/status/1594776741532377089/photo/1
[4] https://twitter.com/nssmag/status/1586029566623354881/photo/1
[4] https://twitter.com/MargauxDecremer/status/1593199557323943942/photo/1
[4] https://twitter.com/gcaballeroinchi/status/1585708993598496768/photo/1
[4] https://twitter.com/MDSalim30561115/status/1591458616170930178/photo/1
[4] https://twitter.com/r43876122/status/1598617228903006208/photo/1

Top URLs in Tweet in G3:
[24] https://salesforcedrillers.com/learn-mean/introduction-to-node-js/
[24] https://salesforcedrillers.com/learn-andriod/android-app-development/
[20] https://salesforcedrillers.com/learn-aws/overview-of-cloud/
[20] https://salesforcedrillers.com/learn-python/programming-overview/
[18] https://salesforcedrillers.com/learn-flutter/introduction-on-flutter/
[17] https://salesforcedrillers.com/learn-devops/what-is-devops/
[14] https://salesforcedrillers.com/learn-salesforce/overview-of-cloud/
[12] https://salesforcedrillers.com/learn-data-science/introduction-to-data-science/
[7] https://hicglobalsolutions.com/blog/salesforce-unveils-marketing-effectiveness-bundle/
[7] https://cyntexa.com/webinar/?v=Twitter

Top URLs in Tweet in G4:
[3] https://twitter.com/SupermumsGlobal/status/1613822666473082882/photo/1
[3] https://blogs.oracle.com/marketingcloud/post/4-major-factors-impacting-email-marketing-performance-this-holiday-season
[3] https://blogs.oracle.com/marketingcloud/post/key-international-loyalty-regulations-for-global-brands-to-know
[2] https://twitter.com/Benioff/status/1596675534897180672
[2] https://blogs.oracle.com/marketingcloud/post/bimi-the-carrot-to-email-marketing-authentication
[2] https://blogs.oracle.com/marketingcloud/post/one-year-later-how-mail-privacy-protection-has-impacted-marketers
[2] https://blogs.oracle.com/marketingcloud/post/types-of-customer-attributes-for-segmentation-personalization
[1] https://twitter.com/Benioff/status/1596675534897180672/photo/1
[1] https://twitter.com/Benioff/status/1596671076410744832/photo/1
[1] https://twitter.com/gauravkheterpal/status/1596835539969519617/photo/1

Top URLs in Tweet in G5:
[8] https://ams.acimacredit.com/discover/new?utm_campaign=4cite&utm_source=marketingcloud&utm_medium=email&utm_content=selectstore&location_guid=loca-c73d705c-21a3-4adf-ac0a-a8d646d6a403#/about_leasing
[5] https://blogs.oracle.com/marketingcloud/post/types-of-customer-attributes-for-segmentation-personalization?utm_source=dlvr.it&utm_medium=twitter
[5] https://blogs.oracle.com/marketingcloud/post/loyalty-kpis-that-go-beyond-the-transaction?utm_source=dlvr.it&utm_medium=twitter
[5] https://blogs.oracle.com/marketingcloud/post/good-data-leads-to-great-mobile-app-marketing-insights?utm_source=dlvr.it&utm_medium=twitter
[5] https://blogs.oracle.com/marketingcloud/post/key-international-loyalty-regulations-for-global-brands-to-know?utm_source=dlvr.it&utm_medium=twitter
[5] https://blogs.oracle.com/marketingcloud/post/oracle-named-leader-gartner-magic-quadrant-b2b-marketing-automation-platforms-2022?utm_source=dlvr.it&utm_medium=twitter
[5] https://blogs.oracle.com/marketingcloud/post/when-and-how-to-use-plain-text-emails-marketing-use-cases-design-best-practices?utm_source=dlvr.it&utm_medium=twitter
[5] https://blogs.oracle.com/marketingcloud/post/email-marketing-font-stacks-defining-your-font-family?utm_source=dlvr.it&utm_medium=twitter
[5] https://sfguru.com/
[4] https://blogs.oracle.com/marketingcloud/post/4-major-factors-impacting-email-marketing-performance-this-holiday-season?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[2] https://marketingcloud.info/2022/11/02/how-marketing-put-a-man-on-the-moon/
[2] https://marketingcloud.info/2022/10/25/the-secret-formula-for-a-great-cover-letter/
[2] https://marketingcloud.info/2022/10/27/how-the-ufc-marketed-its-way-to-4-billion/
[2] https://marketingcloud.info/2022/10/22/you-may-not-want-google-to-rank-your-site-in-all-countries/
[2] https://marketingcloud.info/2022/10/21/how-volvo-got-60m-in-free-marketing/
[2] https://marketingcloud.info/2022/11/01/neil-patelaes-5-solutions-to-marketers-biggest-challenges/
[2] https://marketingcloud.info/2022/11/03/this-company-makes-1b-without-running-ads/
[2] https://marketingcloud.info/2022/10/29/7-tips-for-selecting-a-performance-marketing-agency/
[2] https://marketingcloud.info/2022/10/27/5-quick-ways-to-improve-your-seo-rankings/
[2] https://marketingcloud.info/2022/10/20/googleaes-helpful-content-update/

Top URLs in Tweet in G7:
[2] https://blogs.oracle.com/marketingcloud/post/loyalty-kpis-that-go-beyond-the-transaction
[1] https://blogs.oracle.com/marketingcloud/post/types-of-customer-attributes-for-segmentation-personalization
[1] https://www.netflix.com/us-es/title/81273461?preventIntent=true
[1] https://okt.to/1pFeLR
[1] https://twitter.com/ali_mangol/status/1582803557614747648/photo/1
[1] https://www.youtube.com/watch?v=HHrDilm-Ml4&feature=youtu.be

[1] https://twitter.com/srru_india2020/status/1588572799836524544/photo/1
[1] https://blogs.oracle.com/marketingcloud/post/email-marketing-ctas?utm_campaign=Suzanne%27s%20Tweets&utm_content=232004756&utm_medium=social&utm_source=twitter&hss_channel=tw-248770435
[1] https://blogs.oracle.com/marketingcloud/post/metaverse-marketing?utm_campaign=Suzanne%27s%20Tweets&utm_content=225867893&utm_medium=social&utm_source=twitter&hss_channel=tw-248770435
[1] https://blogs.oracle.com/marketingcloud/post/email-marketing-trends-engagement?utm_campaign=Suzanne%27s%20Tweets&utm_content=225867884&utm_medium=social&utm_source=twitter&hss_channel=tw-248770435

Top URLs in Tweet in G8:
[7] https://www.constellationr.com/research/constellation-shortlist-b2c-marketing-automation-small-midsize-business-1
[6] https://www.constellationr.com/research/constellation-shortlist-b2c-marketing-automation-enterprise-1
[1] https://twitter.com/constellationr/status/1581707850124267520/photo/1
[1] https://twitter.com/constellationr/status/1593364660203331590/photo/1
[1] https://twitter.com/constellationr/status/1596943237146722307/photo/1
[1] https://twitter.com/constellationr/status/1586781277373415424/photo/1
[1] https://twitter.com/constellationr/status/1598453184682512400/photo/1
[1] https://twitter.com/constellationr/status/1602016671778086912/photo/1
[1] https://twitter.com/constellationr/status/1583201638029721600/photo/1
[1] https://twitter.com/constellationr/status/1607090101036670976/photo/1

Top URLs in Tweet in G9:
[1] https://mission.org/?post_type=podcast&p=16435
[1] https://twitter.com/mrktngtrendspod/status/1601233623528755201/video/1
[1] https://youtu.be/lLZwFGVo4cc
[1] https://twitter.com/mrktngtrendspod/status/1598354009361899521/photo/1
[1] https://mission.org/?post_type=podcast&p=16137
[1] https://twitter.com/mrktngtrendspod/status/1585270625832210433/video/1
[1] https://mission.org/?post_type=podcast&p=16211
[1] https://twitter.com/mrktngtrendspod/status/1591124204099112960/video/1
[1] https://www.youtube.com/watch?v=rQhtFetCTko&feature=youtu.be

[1] https://twitter.com/mrktngtrendspod/status/1585321121716617229/photo/1

Top URLs in Tweet in G10:
[1] https://twitter.com/lilyglazed/status/1608420621096218624
[1] https://twitter.com/lilyglazed/status/1608433084466176006
[1] https://twitter.com/Ripple_global/status/1608805044010483712

Top Domains
Top Domains in Tweet in Entire Graph:
[1709] twitter.com
[383] salesforce.com
[202] salesforcedrillers.com
[179] marketingcloud.info
[169] oracle.com
[153] biblegateway.com
[133] sfmcjobs.com
[90] paper.li
[53] radian6.com
[48] saleswingsapp.com

Top Domains in Tweet in G1:
[878] twitter.com
[211] salesforce.com
[48] saleswingsapp.com
[18] trailblazercommunitygroups.com
[16] townscript.com
[16] pardreamin.com
[12] youtube.com
[12] linkedin.com
[11] radian6.com
[10] mardreamin.com

Top Domains in Tweet in G2:
[295] twitter.com
[131] salesforce.com
[9] spocket.co
[6] pardreamin.com
[6] salesforceben.com
[5] mission.org
[4] paper.li
[4] channeldrive.in
[3] youtube.com
[3] trailblazercommunitygroups.com

Top Domains in Tweet in G3:
[241] twitter.com
[202] salesforcedrillers.com
[40] amarketingautomation.com
[37] smh.re
[31] salesforce.com
[16] youtube.com
[12] cyntexa.com
[11] outsourcesalesforce.com
[7] hicglobalsolutions.com
[6] radian6.com

Top Domains in Tweet in G4:
[68] twitter.com
[20] oracle.com
[17] radian6.com
[5] salesforce.com
[2] youtube.com
[1] 2.my
[1] salesforce-partners.com
[1] linkedin.com
[1] supermums.org
[1] pluralsight.com

Top Domains in Tweet in G5:
[153] biblegateway.com
[117] oracle.com
[77] twitter.com
[15] cloudfront.net
[11] linkedin.com
[9] stackexchange.com
[8] acimacredit.com
[7] gscloudsolutions.com
[5] salesforce.com
[5] sfguru.com

Top Domains in Tweet in G6:
[178] marketingcloud.info
[85] paper.li
[2] openzap.com

Top Domains in Tweet in G7:
[9] oracle.com
[2] twitter.com
[1] netflix.com
[1] okt.to
[1] youtube.com

Top Domains in Tweet in G8:
[15] twitter.com
[13] constellationr.com
[1] altudo.co

Top Domains in Tweet in G9:
[31] twitter.com
[16] mission.org
[7] youtu.be
[7] youtube.com
[1] notion.so

Top Domains in Tweet in G10:
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[741] marketingcloud
[519] marketingchats
[469] rt
[387] salesforce
[354] marketing
[350] digitalmarketing
[259] momentmarketers
[178] marketingchampions
[137] salesforcegenie
[134] stateofmarketing



Top Hashtags in Tweet in G1:
[469] rt
[364] marketingchats
[210] momentmarketers
[128] marketingchampions
[106] marketingcloud
[87] stateofmarketing
[82] salesforce
[82] salesforcegenie
[75] momentmarketer
[64] trailblazercommunity

Top Hashtags in Tweet in G2:
[122] marketingchats
[39] stateofmarketing
[36] momentmarketers
[35] salesforcegenie
[28] marketingcloud
[26] salesforce
[23] marketingchampions
[21] sfonsf
[21] momentmarketer
[18] df22

Top Hashtags in Tweet in G3:
[121] marketingcloud
[109] salesforce
[51] digitalmarketing
[44] emailmarketing
[42] sfmc
[42] seo
[41] pardot
[40] eloqua
[40] suhasganjare
[36] crm

Top Hashtags in Tweet in G4:
[40] salesforce
[29] marketingcloud
[26] mysalesforcegoals
[19] marketingchats
[17] emailgeeks
[11] marketingchampions
[9] trailblazers
[8] year2023
[6] newyear
[6] digitalmarketing

Top Hashtags in Tweet in G5:
[116] marketingcloud
[63] salesforce
[18] marketingautomation
[15] marketing
[13] sfmc
[11] sfdc
[10] marketingchampions
[9] salesforcemarketingcloud
[8] salesforcepartner
[8] salescloud

Top Hashtags in Tweet in G6:
[281] digitalmarketing
[277] marketing
[85] marketingcloud
[61] shorts
[10] google
[6] seo
[4] tiktok
[4] socialmedia
[2] twitter
[2] blogging

Top Hashtags in Tweet in G7:
[2] emailmarketing
[1] marketingtips
[1] marketingstrategy
[1] marketingoperations
[1] marketingmaterial

Top Hashtags in Tweet in G8:
[1] customerjourney
[1] marketing
[1] dx
[1] martech
[1] cx
[1] acquia
[1] marketingcloud
[1] personalization
[1] altudoblogs

Top Hashtags in Tweet in G9:
[3] momentmarketers
[3] marketingtrends
[1] stateofmarketing
[1] marketingtrendspodcast
[1] rebranding
[1] mogulsinthemaking

Top Words
Top Words in Tweet in Entire Graph:
[3071] marketingcloud
[1336] salesforce
[1135] marketing
[794] more
[740] #marketingcloud
[593] data
[519] #marketingchats
[504] marketers
[504] time
[469] #rt

Top Words in Tweet in G1:
[2070] marketingcloud
[504] salesforce
[469] #rt
[365] marketing
[364] #marketingchats
[330] justguilda
[306] marketers
[287] more
[263] data
[231] time

Top Words in Tweet in G2:
[343] marketingcloud
[148] marketing
[124] more
[122] #marketingchats
[117] data
[107] marketers
[97] time
[96] salesforce
[63] customer
[57] customers

Top Words in Tweet in G3:
[556] salesforce
[387] marketingcloud
[198] learn
[160] marketing
[153] salesforceorg
[137] appexchange
[132] more
[121] #marketingcloud
[115] dreamforce
[109] #salesforce

Top Words in Tweet in G4:
[173] benioff
[156] marketingcloud
[109] time
[107] data
[106] friday
[105] trailhead
[104] black
[103] holiday
[101] clear
[101] 87

Top Words in Tweet in G5:
[145] marketing
[116] #marketingcloud
[69] baileyreport
[69] cloud
[63] #salesforce
[38] salesforce
[33] more
[31] customer
[27] email
[26] data

Top Words in Tweet in G6:
[281] #digitalmarketing
[277] #marketing
[85] hot
[85] #marketingcloud
[85] today
[85] daily
[85] edition
[85] press
[61] #shorts
[59] thanks

Top Words in Tweet in G7:
[5] marketingcloud
[5] oracle
[4] lie
[4] rock_bottom17
[3] usc
[3] marketing
[2] transaction
[2] rihanna
[2] beatsbydre
[2] way

Top Words in Tweet in G8:
[25] marketing
[24] b2c
[24] shortlist
[24] automation
[24] listed
[24] companies
[24] congrats
[17] small
[17] business
[17] midsize

Top Words in Tweet in G9:
[42] marketingcloud
[24] marketing
[20] shares
[19] brought
[15] mrktngtrendspod
[14] brand
[12] presented
[10] global
[9] data
[9] more

Top Words in Tweet in G10:
[3] lot
[3] sherrystarnes
[3] ozcanozupak
[3] feels
[3] marketingcloud
[3] christmas
[3] insanityplague
[3] akakaka1234567
[3] indiacryptoking
[2] brocco87

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[469] #rt,marketingcloud
[382] marketing,cloud
[275] #digitalmarketing,#marketing
[225] salesforce,marketingcloud
[166] read,more
[151] marketingcloud,salesforce
[133] more,#sfmcjobs
[133] black,friday
[123] #sfmcjobs,#marketingcloud
[123] 87,billion

Top Word Pairs in Tweet in G1:
[469] #rt,marketingcloud
[132] marketing,cloud
[128] salesforce,marketingcloud
[101] marketingcloud,salesforce
[76] #stateofmarketing,report
[47] customer,data
[46] marketingcloud,trailhead
[46] marketingcloud,justguilda
[45] neetubansal5,khyatu07
[44] marketingcloud,marketers

Top Word Pairs in Tweet in G2:
[45] marketing,cloud
[36] #stateofmarketing,report
[20] customer,data
[19] sfdc_mike,marketingcloud
[16] salesforce,marketingcloud
[14] data,platform
[13] party,data
[13] first,party
[12] marketingcloud,a2
[12] powered,#salesforcegenie

Top Word Pairs in Tweet in G3:
[80] join,useful
[77] useful,site
[70] salesforce,job
[68] salesforce,marketingcloud
[68] job,career
[66] career,info
[64] appexchange,marketingcloud
[62] site,salesforce
[62] dreamforce,partnerforce
[57] salesforceorg,salesforce

Top Word Pairs in Tweet in G4:
[104] black,friday
[101] 87,billion
[100] holiday,data
[100] sending,87
[100] data,coming
[100] friday,sending
[100] record,black
[100] customers,broke
[100] coming,clear
[100] broke,record

Top Word Pairs in Tweet in G5:
[67] marketing,cloud
[22] #salesforce,#marketingcloud
[18] learn,more
[18] salesforce,marketing
[15] email,marketing
[14] daily,bread
[13] churchpmcc,daily
[11] marketing,automation
[10] #marketingcloud,#marketingautomation
[10] #marketingcloud,#salesforce

Top Word Pairs in Tweet in G6:
[271] #digitalmarketing,#marketing
[85] hot,press
[85] edition,#marketingcloud
[85] today,edition
[85] #marketingcloud,daily
[85] daily,hot
[57] press,thanks
[28] press,#digitalmarketing
[12] social,media
[10] #shorts,#google

Top Word Pairs in Tweet in G7:
[2] #emailmarketing,trends
[2] loyalty,kpis
[2] kpis,go
[2] plan,laid
[2] lie',rihanna
[2] rihanna,rock_bottom17
[2] rock_bottom17,beatsbydre
[2] usage,identify
[2] mmflint,lie
[2] cta,usage

Top Word Pairs in Tweet in G8:
[24] companies,listed
[24] shortlist,b2c
[24] congrats,companies
[24] b2c,marketing
[24] marketing,automation
[17] listed,shortlist
[17] automation,small
[17] midsize,business
[17] small,midsize
[11] constellationr,congrats

Top Word Pairs in Tweet in G9:
[19] brought,marketingcloud
[12] presented,marketingcloud
[8] full,episode
[7] check,full
[6] episode,brought
[5] ceo,verbid
[5] brand,marketing
[5] west,ceo
[5] jenniferwarrens,vp
[5] vp,global

Top Word Pairs in Tweet in G10:
[3] akakaka1234567,insanityplague
[3] lot,christmas
[3] sherrystarnes,indiacryptoking
[3] feels,lot
[2] im_jhnrd,rasheedabazela1
[2] indiacryptoking,denise525091
[2] tonythefish1,ozcanozupak
[2] insanityplague,eyionur
[2] smile_kjak,tonythefish1
[2] christmas,brocco87

Top Replied-To
Top Replied-To in Entire Graph:
@marketingcloud
@gauravkheterpal
@sukesh_naidu99
@lounganipayal
@sfdc_mike
@salesforce
@justguilda
@inescapinezka
@jyothsnabitra
@churchpmcc

Top Replied-To in G1:
@marketingcloud
@sukesh_naidu99
@lounganipayal
@gauravkheterpal
@justguilda
@jyothsnabitra
@sfdc_mike
@jaipurmarketers
@zjarczynska
@mc2_event

Top Replied-To in G2:
@marketingcloud
@sfdc_mike
@lounganipayal
@miltonmuthuraj
@jojosdashboard
@madhukar_ashish
@armejam44
@mounirnejjai
@jyothsnabitra
@roshankotla

Top Replied-To in G3:
@marketingcloud
@salesforce
@tonyzupancic
@meighansf
@omprakash_it
@joselteran162
@gauravkheterpal
@hilcoglobalmx
@grammarly
@valaafshar

Top Replied-To in G4:
@gauravkheterpal
@inescapinezka
@marketingcloud
@benioff
@mehansen82
@sukesh_naidu99
@akashrbmi
@_brianowens_
@madhukar_ashish
@zjarczynska

Top Replied-To in G5:
@churchpmcc

Top Replied-To in G6:
@digitalbotrt
@mustafaunlukara

Top Replied-To in G7:
@srru_india2020

Top Replied-To in G8:
@constellationr
@sundarpichai

Top Mentioned
Top Mentioned in Entire Graph:
@marketingcloud
@salesforce
@justguilda
@trailhead
@benioff
@salesforceorg
@jyothsnabitra
@appexchange
@mc2_event
@commercecloud

Top Mentioned in G1:
@marketingcloud
@salesforce
@justguilda
@jyothsnabitra
@mc2_event
@shibua
@trailhead
@trailblazeresha
@kavindrapatel
@jaipurmarketers

Top Mentioned in G2:
@marketingcloud
@salesforce
@justguilda
@trailhead
@benioff
@shibua
@sproutsocial
@dreamin_florida
@lucymazalon
@ernduncan

Top Mentioned in G3:
@marketingcloud
@salesforce
@salesforceorg
@appexchange
@dreamforce
@partnerforce
@kushpooja650
@salesforcejobs
@salesforceben
@secureclouddev

Top Mentioned in G4:
@benioff
@marketingcloud
@commercecloud
@trailhead
@mulesoft
@justguilda
@slackhq
@muledev
@tableau
@danieljpeter

Top Mentioned in G5:
@baileyreport
@criticalriver
@now_doge

Top Mentioned in G6:
@mustafaunlukara
@digitalkeith
@moksedulbd
@apollineadiju
@_saaddigital
@adswisedigital
@tysonlester
@projectarmy
@jayeshmthakur

Top Mentioned in G7:
@oracle
@marketingcloud
@usc
@rock_bottom17
@rihanna
@beatsbydre
@mmflint
@robbiejstefani
@cnn
@markets

Top Mentioned in G8:
@sap
@lizkmiller
@marketingcloud
@constellationr
@actonsoftware
@activecampaign
@emarsys
@hubspot
@intuit

Top Mentioned in G9:
@marketingcloud
@mrktngtrendspod
@jenniferwarrens
@verbid
@crossfit
@kknapp
@xuan_liao
@roboyo_tweets
@melindah_w

Top Mentioned in G10:
@ozcanozupak
@sherrystarnes
@indiacryptoking
@akakaka1234567
@insanityplague
@marketingcloud
@brocco87
@smile_kjak
@tonythefish1
@obliviousbonobo

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@chidambara09
@mistersalesman
@evankirstel
@dataaugmented
@periscopeislit
@godfrey_g_
@ucloudify
@cnbc
@myloc_tracker

Top Tweeters in G1:
@forbes
@interbr
@garyvee
@google
@wired
@dc_assemblers
@adweek
@ups
@sproutsocial
@bhogleharsha

Top Tweeters in G2:
@ucloudify
@digitaltrends
@datz_2dope
@googlemaps
@jp_santillan
@productbot6
@princessology
@social_hire
@mondoplayer
@kenyaimani_

Top Tweeters in G3:
@chidambara09
@dataaugmented
@periscopeislit
@godfrey_g_
@valaafshar
@greentechdon
@blackpeopledata
@adage
@jag_____
@pff

Top Tweeters in G4:
@slackhq
@zabackj
@stefihane
@nfteam3
@news_by_nick
@pucky_mcd
@danieljpeter
@andrewnebus
@celialauer
@impactpartnrs

Top Tweeters in G5:
@logz05
@datadotcoaza
@johndned
@now_doge
@edgarparada
@tdevelopments
@marsdenmktg
@cloudvandana
@formassembly
@stacksalesforce

Top Tweeters in G6:
@myloc_tracker
@timothy_hughes
@teresareasor
@jayeshmthakur
@jblefevre60
@red_web_design
@xthebigdatabotx
@the_last_hurdle
@digitalbotrt
@apollineadiju

Top Tweeters in G7:
@americanair
@cnbc
@cnn
@marketwatch
@ap
@merca20
@wholefoods
@markets
@voguemagazine
@wef

Top Tweeters in G8:
@evankirstel
@rwang0
@samsungindia
@amazonin
@mailchimp
@constellationr
@hubspot
@stpiindia
@sassoftware
@amazon

Top Tweeters in G9:
@ladylisadcantu1
@atlhawks
@groupon
@ally
@crossfit
@deltaco
@bigsean
@kknapp
@square
@indeed

Top Tweeters in G10:
@insanityplague
@sherrystarnes
@atarirobby
@xuanyong7
@jmcneill46
@productitguy
@tonythefish1
@indiacryptoking
@eyionur
@smile_kjak