Marketingcloud, Twitter, 11/21/2021 10:04:54 PM, 266834


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Marketingcloud_2021-11-21_13-27-53.xlsx
Marketingcloud_2021-11-21_13-27-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 21, 2021
Short Description:
Marketingcloud via NodeXL https://bit.ly/32mF7ZP
@marketingcloud
@chadswhite
@jenn_clauss
@salesforce
@oraclemarketing
@gnanagenie
@gosquad22
@sunchowdhury
@penfielddigital
@pressure3020

Top hashtags:
#marketingchats
#digitalmarketing
#df21
#rt
#marketingcloud

Description:
Description
The graph represents a network of 1,686 Twitter users whose tweets in the requested range contained "Marketingcloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 November 2021 at 21:36 UTC.

The requested start date was Sunday, 21 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 80-day, 0-hour, 0-minute period from Wednesday, 01 September 2021 at 00:28 UTC to Saturday, 20 November 2021 at 00:28 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 : 1686
Unique Edges : 3249
Edges With Duplicates : 10977
Total Edges : 14226
Number of Edge Types : 5
Retweet : 1474
MentionsInRetweet : 2351
Tweet : 1714
Mentions : 6809
Replies to : 1878
Self-Loops : 1730
Reciprocated Vertex Pair Ratio : 0.0979582473044276
Reciprocated Edge Ratio : 0.178437108232344
Connected Components : 157
Single-Vertex Connected Components : 124
Maximum Vertices in a Connected Component : 1481
Maximum Edges in a Connected Component : 13897
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.205885
Graph Density : 0.00168467146090513
Modularity : 0.211365
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,686 Twitter users whose tweets in the requested range contained "Marketingcloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 November 2021 at 21:36 UTC.

The requested start date was Sunday, 21 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 80-day, 0-hour, 0-minute period from Wednesday, 01 September 2021 at 00:28 UTC to Saturday, 20 November 2021 at 00:28 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 : 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:
[34] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/Marketers?d=7013y0000025uV4AAI&utm_source=external&utm_medium=redirect&utm_campaign=marketers
[33] https://video.ibm.com/channel/2nqEz8fdZDz
[28] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/Marketers/episode/episode-1
[21] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/Customer_360/episode/episode-2
[19] https://www.saleswingsapp.com/marketing-cloud/online-event-saleswings-and-salesforce-summer21-release-highlights/?utm_source=twitter&utm_medium=social&utm_campaign=revold
[18] https://www.salesforce.com/plus/experience/Dreamforce_2021/broadcast/day-1-channel-2
[16] https://deselect.com/
[15] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/Marketers/episode/episode-2
[15] https://www.saleswingsapp.com/marketing-cloud/marketing-cloud-mvp-eliot-harpers-take-on-salesforce-marketing-cloud-and-pardot/?utm_source=twitter&utm_medium=social&utm_campaign=revold
[15] https://www.saleswingsapp.com/marketing-cloud/deselectio-marketing-cloud-review/?utm_source=twitter&utm_medium=social&utm_campaign=revold

Top URLs in Tweet in G1:
[33] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/Marketers?d=7013y0000025uV4AAI&utm_source=external&utm_medium=redirect&utm_campaign=marketers
[33] https://video.ibm.com/channel/2nqEz8fdZDz
[28] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/Marketers/episode/episode-1
[18] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/Customer_360/episode/episode-2
[15] https://www.salesforce.com/plus/experience/Dreamforce_2021/broadcast/day-1-channel-2
[15] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/Marketers/episode/episode-2
[14] https://www.salesforce.com/form/event/marketing-in-motion-6/
[12] https://r.socialstudio.radian6.com/fad7d459-3965-469d-a067-e848bb7d38d5
[10] https://www.salesforce.com/plus/experience/Dreamforce_2021/series/Marketers/episode/episode-3
[9] https://r.socialstudio.radian6.com/ff8aea4e-05b8-48b0-8bf5-e52954944505

Top URLs in Tweet in G2:
[8] https://pardreamin.com/pardot-trivia/
[6] https://www.pardot.com/what-is-account-based-marketing/
[5] https://twitter.com/marketingcloud/status/1437519624740896769
[5] https://twitter.com/marketingcloud/status/1440765219341365255
[4] https://twitter.com/marketingcloud/status/1445784165987717125
[3] https://twitter.com/marketingcloud/status/1440419028510535685
[3] https://twitter.com/marketingcloud/status/1445780992992575499
[3] https://twitter.com/marketingcloud/status/1445789549947326468
[3] https://twitter.com/marketingcloud/status/1445786715193446410
[3] https://twitter.com/marketingcloud/status/1445794567064731655

Top URLs in Tweet in G3:
[3] https://www.salesforce.com/dreamforce/?d=7013y0000025uV6AAI&utm_source=[twitter]&utm_medium=organic_social&utm_campaign=amer_cbaw
[3] https://www2.merkleinc.com/l/47252/2021-09-13/8qxj74
[3] https://www.appsruntheworld.com/customers-database/products/view/salesforce-marketing-cloud
[2] https://twitter.com/i/events/1435953246015614990
[2] https://www.merkleinc.com/es/es/blog/einstein-marketing-cloud-mejorar-journeys
[2] https://www.appshark.com/blog/reasons-to-choose-salesforce-marketing-cloud/
[2] https://www.appshark.com/contact/
[2] https://protect-eu.mimecast.com/s/kt10C59vLtpQ1nKPiOR8ek?domain=e.degdigital.com
[2] https://twitter.com/marketingcloud/status/1440284777932750878
[2] https://outsourcesalesforce.com/top-5-features-in-the-new-sfmc-release-to-amp-up-your-marketing-campaigns/

Top URLs in Tweet in G4:
[5] https://blogs.oracle.com/marketingcloud/post/how-many-subscribers-affected-apples-mail-privacy-protection
[5] https://blogs.oracle.com/marketingcloud/post/avoid-these-10-marketing-automation-rookie-mistakes?source=:so:tw:or:awr:ocorp:::&SC=:so:tw:or:awr:ocorp:::&pcode=
[4] https://marketingcloud.info/2021/09/24/seamless-experience-adobe-experience-cloud/
[4] https://blogs.oracle.com/marketingcloud/post/best-days-to-send-holiday-email-marketing-campaigns
[3] https://marketingcloud.info/2021/11/05/five9-recognized-as-an-innovation-and-growth-leader/
[3] https://marketingcloud.info/?p=62248
[3] https://marketingcloud.info/2021/09/10/oracle-unity-developer-oauth-2-0-authentication/
[3] https://marketingcloud.info/?p=63138
[3] https://marketingcloud.info/?p=65234
[3] https://marketingcloud.info/?p=65927

Top URLs in Tweet in G5:
[6] https://www.enterprisetimes.co.uk/2021/09/22/benioff-highights-trust-at-salesforce-dreamforce-keynote-address/
[5] 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
[4] https://twitter.com/marketingcloud/status/1448338153446821890
[3] https://blogs.oracle.com/marketingcloud/post/13-ways-email-marketers-should-adapt-to-apples-mail-privacy-protection
[3] https://twitter.com/marketingcloud/status/1443338086285516805
[2] https://blogs.oracle.com/marketingcloud/post/avoid-these-10-marketing-automation-rookie-mistakes
[2] https://sfdc.co/MCOctober21TopFeatures
[2] https://blogs.oracle.com/marketingcloud/post/simplify-your-martech-stack
[2] https://telcowin.com/
[2] https://sfdc.co/T6vK1

Top URLs in Tweet in G6:
[2] https://www.udemy.com/course/top-performers-sales-managers-course/
[1] https://dipakhaldarconsultant.blogspot.com/2021/11/top-10-digital-marketing-agencies-in-usa.html?spref=tw
[1] https://www.linkedin.com/learning/social-media-marketing-for-small-business?trk=share_certificate
[1] https://swotandpestleanalysis.com/what-are-marketing-goals/
[1] https://www.alchemyworx.com/blog/hiring-diversity-how-to-do-it

Top URLs in Tweet in G7:
[1] https://insights.levdigital.com/trending-now/q-a-with-martin-kihn-what-marketers-need-to-know-about-cdps
[1] https://insights.levdigital.com/blog/ampscript-101-amped-about-ampscript
[1] https://insights.levdigital.com/blog/4-steps-to-set-up-your-salesforce-marketing-cloud-instance
[1] https://www.zdnet.com/article/salesforce-adds-more-tools-for-real-time-personalization-to-marketing-cloud/#ftag=RSSbaffb68
[1] https://twitter.com/marketingcloud/status/1440726418879438851
[1] https://public.tableau.com/app/profile/salesforceresearch/viz/7thStateofMarketing/MarketersEmbraceChange_1
[1] https://twitter.com/marketingcloud/status/1445866557716905984
[1] https://www.saleswingsapp.com/salesforce/lead-scoring-guide/

Top URLs in Tweet in G8:
[1] https://www.linkedin.com/pulse/sos-we-may-never-pass-way-again-dying-cities-america-pauline-c
[1] https://m.jagran.com/business/biz-stock-opening-24-september-all-time-high-shares-to-buy-today-bse-news-nse-news-22050024.html
[1] https://play.google.com/store/apps/details?id=com.hindi.jagran.android.activity
[1] https://twitter.com/DefiKingdoms/status/1436550211372044291
[1] https://myshopprime.com/product/2-in-1-soap-dispenser-for-dishwasher-liquid-holder-liquid-dispenser-through-pump/1429367486

Top URLs in Tweet in G9:
[19] https://www.saleswingsapp.com/marketing-cloud/online-event-saleswings-and-salesforce-summer21-release-highlights/?utm_source=twitter&utm_medium=social&utm_campaign=revold
[16] https://deselect.com/
[15] https://www.saleswingsapp.com/marketing-cloud/deselectio-marketing-cloud-review/?utm_source=twitter&utm_medium=social&utm_campaign=revold
[15] https://www.saleswingsapp.com/salesforce/saleswings-salesforce-customer-audiences-360-and-marketing-cloud-journeys-for-salesforce/?utm_source=twitter&utm_medium=social&utm_campaign=revold
[15] https://www.saleswingsapp.com/marketing-cloud/marketing-cloud-mvp-eliot-harpers-take-on-salesforce-marketing-cloud-and-pardot/?utm_source=twitter&utm_medium=social&utm_campaign=revold
[14] https://www.saleswingsapp.com/marketing-cloud/join-us-at-the-virtual-salesforce-london-marketing-cloud-group-demo-session/?utm_source=twitter&utm_medium=social&utm_campaign=revold
[12] https://www.saleswingsapp.com/salesforce/marketing-cloud-for-higher-education/?utm_source=twitter&utm_medium=social&utm_campaign=revold
[3] https://supermums.org/marketing-cloud-vs-pardot-which-tool-to-choose/
[3] https://twitter.com/marketingcloud/status/1448697268501164033
[2] https://twitter.com/deselect_app/status/1442817348705128457

Top URLs in Tweet in G10:
[1] https://twitter.com/gemliza/status/1442889252564451330
[1] http://image.mktcld.salesforce.com
[1] http://tvjames.blogspot.com/2015/05/set-it-but-dont-forget-it.html
[1] https://developer.salesforce.com/docs/atlas.en-us.noversion.mc-apis.meta/mc-apis/transactional-messaging-activities.htm
[1] https://salesforce.smh.re/0FtV
[1] https://salesforce.smh.re/u17
[1] https://salesforce.smh.re/u19
[1] https://salesforce.smh.re/u1H
[1] https://salesforce.smh.re/u1d
[1] https://salesforce.smh.re/009U

Top Domains
Top Domains in Tweet in Entire Graph:
[885] marketingcloud.info
[435] twitter.com
[346] radian6.com
[262] salesforce.com
[221] dy.si
[94] saleswingsapp.com
[90] oracle.com
[46] smh.re
[34] youtube.com
[33] ibm.com

Top Domains in Tweet in G1:
[269] radian6.com
[207] salesforce.com
[134] twitter.com
[36] smh.re
[33] ibm.com
[10] pardreamin.com
[7] virtualbooth.co
[7] tableau.com
[7] constellationr.com
[5] youtube.com

Top Domains in Tweet in G2:
[90] twitter.com
[21] salesforce.com
[20] trailblazercommunitygroups.com
[16] radian6.com
[15] pardreamin.com
[10] pardot.com
[6] linkedin.com
[5] virtualbooth.co
[4] youtube.com
[4] salesforceben.com

Top Domains in Tweet in G3:
[20] salesforce.com
[14] twitter.com
[13] radian6.com
[11] sforce.co
[5] merkleinc.com
[4] forcetalks.com
[4] channeldrive.in
[4] appshark.com
[3] altudo.co
[3] youtube.com

Top Domains in Tweet in G4:
[885] marketingcloud.info
[220] dy.si
[59] oracle.com
[6] radian6.com
[3] linkedin.com
[2] shoreline.io
[2] salesforce.com
[2] atcs.com
[2] twitch.tv
[2] ora.cl

Top Domains in Tweet in G5:
[26] twitter.com
[17] oracle.com
[10] linkedin.com
[7] salesforce.com
[7] valantic.com
[7] co.uk
[6] radian6.com
[5] seattletimes.com
[5] acimacredit.com
[4] sfdc.co

Top Domains in Tweet in G6:
[2] udemy.com
[1] blogspot.com
[1] linkedin.com
[1] swotandpestleanalysis.com
[1] alchemyworx.com

Top Domains in Tweet in G7:
[3] levdigital.com
[2] twitter.com
[1] zdnet.com
[1] tableau.com
[1] saleswingsapp.com

Top Domains in Tweet in G8:
[1] linkedin.com
[1] jagran.com
[1] google.com
[1] twitter.com
[1] myshopprime.com

Top Domains in Tweet in G9:
[161] twitter.com
[91] saleswingsapp.com
[32] radian6.com
[18] deselect.com
[3] supermums.org
[2] dlvr.it
[1] marketingcloud.today

Top Domains in Tweet in G10:
[6] smh.re
[4] radian6.com
[2] salesforce.com
[1] twitter.com
[1] blogspot.com
[1] oracle.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1328] marketingchats
[964] digitalmarketing
[669] df21
[662] rt
[660] marketingcloud
[609] business
[570] news
[466] salesforce
[412] marketing
[225] marketingautomation



Top Hashtags in Tweet in G1:
[888] marketingchats
[655] rt
[436] df21
[150] marketinginmotion
[68] momentmarketer
[64] momentmarketers
[50] marketingchampion
[47] marketingcloud
[40] pardreamin2021
[35] stateofmarketing

Top Hashtags in Tweet in G2:
[425] marketingchats
[127] df21
[60] marketingchampions
[47] momentmarketers
[40] marketingcloud
[40] trailblazercommunity
[32] salesforce
[30] marketingchampion
[26] pardot
[22] momentmarketer

Top Hashtags in Tweet in G3:
[70] df21
[37] salesforce
[37] marketingcloud
[12] marketing
[8] crm
[7] digitaltrendsreport
[7] dreamforce
[6] technology
[5] appy
[5] business

Top Hashtags in Tweet in G4:
[948] digitalmarketing
[600] business
[570] news
[356] marketing
[63] emailmarketing
[30] loyalty
[25] email
[21] cx
[20] martech
[20] emailgeeks

Top Hashtags in Tweet in G5:
[100] marketingcloud
[48] salesforce
[16] marketing
[12] servicecloud
[12] crm
[12] cloud
[10] salescloud
[9] marketingautomation
[8] sap
[7] ecommerce

Top Hashtags in Tweet in G6:
[2] marketingdigital
[1] digital
[1] phd
[1] phdchat
[1] digitaltransformation
[1] digitalmarketing
[1] agencylife
[1] marketing

Top Hashtags in Tweet in G7:
[10] df21
[2] momentmarketers
[2] marketing
[2] stateofmarketing
[1] ultraviolet2021
[1] salesforcecertified
[1] ai
[1] brandythefox
[1] trailheadtuesday
[1] marketingcloud

Top Hashtags in Tweet in G9:
[288] marketingcloud
[218] salesforce
[163] marketingautomation
[33] marketingcloudusergroup
[23] sfmc
[21] pardot
[17] appexchange
[16] deselectio
[15] events
[15] eliotharper

Top Hashtags in Tweet in G10:
[3] marketingcloud
[2] marketingchats
[2] emailgeeks
[1] momentmarketers
[1] trailblazers
[1] salesforce
[1] salesforcemarketingcloud
[1] emailmarketing
[1] marketingchampion
[1] emailgeek

Top Words
Top Words in Tweet in Entire Graph:
[3557] marketingcloud
[1622] marketing
[1328] #marketingchats
[964] #digitalmarketing
[963] salesforce
[832] pardot
[669] #df21
[662] #rt
[660] #marketingcloud
[605] #business

Top Words in Tweet in G1:
[1860] marketingcloud
[888] #marketingchats
[787] marketing
[655] #rt
[436] #df21
[391] salesforce
[380] pardot
[318] learn
[317] data
[303] more

Top Words in Tweet in G2:
[1231] marketingcloud
[430] pardot
[425] #marketingchats
[201] salesforce
[190] marketing
[169] justguilda
[141] dreamforce
[127] #df21
[118] trailhead
[111] pardreamin

Top Words in Tweet in G3:
[200] marketingcloud
[158] salesforce
[75] marketing
[70] #df21
[63] more
[56] learn
[40] cloud
[37] #salesforce
[37] #marketingcloud
[35] data

Top Words in Tweet in G4:
[948] #digitalmarketing
[596] #business
[570] #news
[356] #marketing
[327] mustafaunlukara
[263] marketing
[136] oraclemarketing
[94] content
[88] 2021
[88] tips

Top Words in Tweet in G5:
[100] #marketingcloud
[72] marketing
[47] #salesforce
[44] cloud
[30] salesforce
[16] #marketing
[14] more
[12] #servicecloud
[12] #crm
[12] customers

Top Words in Tweet in G6:
[18] marketingcloud
[9] marketingprofs
[6] twittermktg
[6] katana_agency
[6] socialmktgsltns
[6] positivelytmm
[6] sippinsocialtea
[6] socialmedia2day
[5] marketing
[5] course

Top Words in Tweet in G7:
[39] marketingcloud
[15] marketing
[12] data
[10] #df21
[9] learn
[8] salesforce
[8] time
[8] strategy
[8] more
[7] marketers

Top Words in Tweet in G8:
[7] marketingcloud
[4] wholefoods
[4] र
[3] hour
[3] annual
[3] pay
[3] 000
[2] market
[2] marketplace
[2] क

Top Words in Tweet in G9:
[288] #marketingcloud
[218] #salesforce
[163] #marketingautomation
[119] marketing
[104] cloud
[53] salesforce
[36] saleswings
[33] #marketingcloudusergroup
[23] #sfmc
[22] join

Top Words in Tweet in G10:
[83] marketingcloud
[42] salesforce
[26] gemliza
[21] asksalesforce
[16] marketing
[12] cloud
[10] email
[10] more
[9] data
[9] ro_santander

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[662] #rt,marketingcloud
[596] #digitalmarketing,#business
[570] #business,#news
[460] marketing,cloud
[345] marketingcloud,pardot
[256] #digitalmarketing,#marketing
[150] salesforce,marketingcloud
[129] #salesforce,#marketingcloud
[121] #df21,#df21
[117] learn,more

Top Word Pairs in Tweet in G1:
[655] #rt,marketingcloud
[155] marketing,cloud
[87] #df21,#df21
[73] main,show
[69] marketingcloud,pardot
[65] learn,more
[46] marketingcloud,salesforce
[45] marketingcloud,commercecloud
[43] marketing,analytics
[41] cloud,main

Top Word Pairs in Tweet in G2:
[264] marketingcloud,pardot
[56] marketingcloud,dreamforce
[50] salesforce,marketingcloud
[49] pardot,marketingcloud
[47] marketing,cloud
[45] marketingcloud,pardreamin
[43] marketingcloud,salesforce
[35] justguilda,marketingcloud
[32] marketingcloud,a2
[32] pardreamin,pardot

Top Word Pairs in Tweet in G3:
[35] marketing,cloud
[34] #df21,#df21
[24] salesforce,marketingcloud
[17] appexchange,marketingcloud
[16] register,learn
[16] learn,reach
[16] reach,more
[16] more,subscribers
[16] subscribers,inbox
[16] inbox,leveraging

Top Word Pairs in Tweet in G4:
[596] #digitalmarketing,#business
[570] #business,#news
[255] #digitalmarketing,#marketing
[51] take,look
[40] more,emerging
[40] emerging,practice
[40] practice,#marketing
[40] #marketing,automation
[40] automation,growing
[40] scale,scope

Top Word Pairs in Tweet in G5:
[37] marketing,cloud
[20] #salesforce,#marketingcloud
[12] salesforce,marketing
[7] #marketingcloud,#cloud
[6] #servicecloud,#marketingcloud
[6] #ecommerce,#onlineshop
[6] #onlineshop,#b2b
[6] sap,marketing
[5] #b2b,#b2c
[5] #b2c,#sap

Top Word Pairs in Tweet in G6:
[8] marketingprofs,marketingcloud
[6] katana_agency,socialmktgsltns
[6] socialmktgsltns,positivelytmm
[6] positivelytmm,marketingprofs
[6] marketingcloud,sippinsocialtea
[4] sippinsocialtea,socialmedia2day
[3] social_allie,katana_agency
[3] socialmedia2day,jsstansel
[3] jsstansel,workinsociai
[2] digital,marketing

Top Word Pairs in Tweet in G7:
[7] svp,strategy
[5] marketingcloud,join
[5] join,marketing
[5] marketing,cloud's
[5] cloud's,svp
[5] strategy,martykihn
[5] martykihn,wpp's
[5] wpp's,global
[5] global,head
[5] head,data

Top Word Pairs in Tweet in G8:
[3] annual,pay
[2] 000,annual

Top Word Pairs in Tweet in G9:
[104] marketing,cloud
[60] #salesforce,#marketingcloud
[60] #marketingautomation,#salesforce
[54] #marketingcloud,#salesforce
[53] #marketingcloud,#marketingautomation
[50] #marketingautomation,#marketingcloud
[44] #salesforce,#marketingautomation
[34] saleswings,#salesforce
[33] #marketingcloud,#marketingcloudusergroup
[28] salesforce,marketing

Top Word Pairs in Tweet in G10:
[36] salesforce,marketingcloud
[11] marketing,cloud
[10] gemliza,asksalesforce
[10] asksalesforce,salesforce
[8] tvjames,salesforce
[7] marketingcloud,howtosfmc
[7] ro_santander,salesforce
[6] gemliza,ro_santander
[6] marketingcloud,trailhead
[5] coskier,marketingcloud

Top Replied-To
Top Replied-To in Entire Graph:
@marketingcloud
@lounganipayal
@chriszullo
@burakiosaurus
@jyothsnabitra
@saracamden
@gemliza
@pardreamin
@justguilda
@jentalktech2me

Top Replied-To in G1:
@marketingcloud
@lounganipayal
@burakiosaurus
@chriszullo
@jenkazin
@yourfriendcc
@pardreamin
@pantojablaze
@khyatu07
@marahstudniski

Top Replied-To in G2:
@marketingcloud
@justguilda
@jaipurmarketers
@jyothsnabitra
@lounganipayal
@priyanka_sfdc
@ernduncan
@jerin_jacob22
@pardreamin
@saracamden

Top Replied-To in G3:
@marketingcloud
@valaafshar
@appexchange
@jerin_jacob22
@saracamden
@lounganipayal
@raghu_monika
@brandy_chi
@priyanka_sfdc
@yeva_roberts

Top Replied-To in G5:
@churchpmcc

Top Replied-To in G6:
@devmachette_
@katana_agency
@social_allie
@linkedin
@cmicontent
@linkedinselling
@linkedinmktg

Top Replied-To in G7:
@marketingcloud
@ejm
@saracamden
@lifeatlev
@uberflip
@jasonrbradwell

Top Replied-To in G8:
@marketingcloud
@dreamforce
@shubham63449582
@disp_amenities

Top Replied-To in G9:
@marketingcloud
@iammarcosduran
@penfielddigital
@saleswingsapp

Top Replied-To in G10:
@gemliza
@marketingcloud
@tvjames
@ro_santander
@tonyzupancic
@salesforce
@asksalesforce
@blackendhonesty
@hellojasoco
@saracamden

Top Mentioned
Top Mentioned in Entire Graph:
@marketingcloud
@pardot
@salesforce
@mustafaunlukara
@dreamforce
@justguilda
@pardreamin
@oraclemarketing
@trailhead
@commercecloud

Top Mentioned in G1:
@marketingcloud
@pardot
@salesforce
@pardreamin
@dreamforce
@commercecloud
@justguilda
@mikekostow
@slackhq
@jentalktech2me

Top Mentioned in G2:
@marketingcloud
@pardot
@salesforce
@justguilda
@trailhead
@dreamforce
@pardreamin
@jyothsnabitra
@benlamothe
@commercecloud

Top Mentioned in G3:
@marketingcloud
@salesforce
@sparkpost
@salesforceorg
@dreamforce
@appexchange
@servicecloud
@pardot
@salesforcedevs
@trailhead

Top Mentioned in G4:
@mustafaunlukara
@oraclemarketing
@chadswhite
@accenture
@alpmimar
@litmusapp
@cynthiahprice
@oraclecx
@clintkaiser
@johnrampton

Top Mentioned in G5:

Top Mentioned in G6:
@marketingcloud
@marketingprofs
@twittermktg
@socialmktgsltns
@positivelytmm
@sippinsocialtea
@socialmedia2day
@katana_agency
@twittermktgmena
@social_allie

Top Mentioned in G7:
@marketingcloud
@salesforce
@martykihn
@dimayze
@lifeatlev
@wpp
@btaylor
@sunchowdhury
@ejm
@jdgandolf

Top Mentioned in G8:
@marketingcloud
@wholefoods
@marketplace
@salescloud
@salesforce
@fbidallas
@macys
@safeway
@kmart
@marketwatch

Top Mentioned in G9:
@marketingcloud
@deselect_app
@supermumsglobal
@saleswingsapp
@vickihenry63
@eliotharper
@ryanhernalsteen
@jockowillink
@leifbabin
@xtremeownership

Top Mentioned in G10:
@marketingcloud
@salesforce
@asksalesforce
@trailhead
@howtosfmc
@ro_santander
@coskier
@gemliza
@smartsurvey
@commercecloud

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@eworkde
@artificialbra1n
@jfsebastian146
@businessinsider
@fedexhelp
@1stindianews
@calcaware
@valaafshar
@education_24x7

Top Tweeters in G1:
@artificialbra1n
@quick13
@zdnet
@slackhq
@startup_canada
@xavierthiriaux
@lightifyco1
@holliepollard_
@amoyal
@dayngr

Top Tweeters in G2:
@tigho
@ennomnom
@msswank
@charlieisaacs
@mrjoesterne
@jenniferjenn13
@piyusha13
@biggmarv
@ho0922
@thechrisduarte

Top Tweeters in G3:
@chidambara09
@fedexhelp
@calcaware
@valaafshar
@rwang0
@techrepublic
@meg_ypunto
@cmswire
@selfridges
@salesforce

Top Tweeters in G4:
@jfsebastian146
@pitrko
@robinheed
@devmy_fr
@gosquad22
@digitalbotrt
@annasabryan
@johnrampton
@litmusapp
@marketingyotta

Top Tweeters in G5:
@eworkde
@garymoore1985
@rodmickleburgh
@mcjulie
@ppcsemseo
@aithority
@peggyanne
@kimlanikolaus
@dailybruin
@voxoptima

Top Tweeters in G6:
@academicchatter
@socialmktgsltns
@socialmedia2day
@cmicontent
@ammarketing_nl
@fkdflashsales
@marketingprofs
@marketingweeked
@phdvoice
@social_samosa

Top Tweeters in G7:
@rickonia
@sproutsocial
@uberflip
@pmoindia
@galvintech
@chrisolenik
@amandaberkey
@nasscom
@jasonrbradwell
@wpp

Top Tweeters in G8:
@businessinsider
@marketwatch
@instyle
@wholefoods
@foxbusiness
@cnnbusiness
@bw
@macys
@harvardbiz
@marketplace

Top Tweeters in G9:
@openmarketingtv
@marieclaire
@techzine
@jockowillink
@capgemini
@saleswingsapp
@leifbabin
@swiss_canuck20
@prolayc
@stuartleo

Top Tweeters in G10:
@asksalesforce
@tvjames
@coskier
@blackendhonesty
@burisabadneigh1
@aprildmullen
@vjabrah
@sunnydalelow
@salesforcedocs
@chorlesbarkley7