Marketingcloud, Twitter, 5/3/2021 8:15:53 PM, 254078


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Marketingcloud_2021-05-02_13-22-49.xlsx
Marketingcloud_2021-05-02_13-22-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 03, 2021
Short Description:
Marketingcloud via NodeXL https://bit.ly/3gYbYcB
@marketingcloud
@appitekbot
@oraclemarketing
@salesforce
@randyfrisch
@chadwickcway
@shaynelibby
@pyscalellc
@oracle
@albertoemachado

Top hashtags:
#marketingchats
#digitalmarketing
#marketinginmotion
#marketingcloud

Description:
Description
The graph represents a network of 2,039 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, 02 May 2021 at 20:31 UTC.

The requested start date was Sunday, 02 May 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 65-day, 6-hour, 11-minute period from Thursday, 25 February 2021 at 15:48 UTC to Saturday, 01 May 2021 at 22:00 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 : 2039
Unique Edges : 3910
Edges With Duplicates : 11996
Total Edges : 15906
Number of Edge Types : 5
MentionsInRetweet : 3548
Mentions : 6585
Replies to : 1840
Retweet : 2077
Tweet : 1856
Self-Loops : 1887
Reciprocated Vertex Pair Ratio : 0.0780786350148368
Reciprocated Edge Ratio : 0.144847755031825
Connected Components : 194
Single-Vertex Connected Components : 167
Maximum Vertices in a Connected Component : 1797
Maximum Edges in a Connected Component : 15383
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.274804
Graph Density : 0.00139887502821574
Modularity : 0.257274
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,039 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, 02 May 2021 at 20:31 UTC.

The requested start date was Sunday, 02 May 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 65-day, 6-hour, 11-minute period from Thursday, 25 February 2021 at 15:48 UTC to Saturday, 01 May 2021 at 22:00 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 : 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:
[46] https://video.ibm.com/channel/2nqEz8fdZDz
[30] https://www.salesforce.com/form/event/marketing-in-motion-channel/
[20] https://hicglobalsolutions.com/blog/8-new-features-of-the-salesforce-marketing-cloud-latest-release-2021/
[18] https://www.salesforce.com/form/event/marketing-in-motion-3/
[16] https://www.salesforce.com/resources/guides/digital-inspiration/?d=&nc=&utm_source=Salesforce&utm_medium=organic_social&utm_campaign=amer_d360&utm_content=SimplyPut_&utm_term=Digital&soc=amer_Salesforce
[16] https://www.youtube.com/watch?v=rf2Fon_fHUA&feature=youtu.be

[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
[14] https://twitter.com/marketingcloud/status/1366527388465520640
[14] https://blogs.oracle.com/marketingcloud/email-marketing-trends-proven-essentials
[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

Top URLs in Tweet in G1:
[45] https://video.ibm.com/channel/2nqEz8fdZDz
[30] https://www.salesforce.com/form/event/marketing-in-motion-channel/
[16] https://www.youtube.com/watch?v=rf2Fon_fHUA&feature=youtu.be

[13] https://www.salesforce.com/resources/guides/digital-inspiration/?d=&nc=&utm_source=Salesforce&utm_medium=organic_social&utm_campaign=amer_d360&utm_content=SimplyPut_&utm_term=Digital&soc=amer_Salesforce
[10] https://www.salesforce.com/form/event/marketing-in-motion-3/
[8] https://som.herokuapp.com/
[5] https://twitter.com/marketingcloud/status/1367114034634440705
[4] http://r.socialstudio.radian6.com/6c61509c-bdbe-4539-b7f4-6255b882030c
[4] https://howtosfmc.com/
[4] http://r.socialstudio.radian6.com/c7c33bb2-c28b-4993-9d13-8b6352dd5c4d

Top URLs in Tweet in G2:
[20] https://hicglobalsolutions.com/blog/8-new-features-of-the-salesforce-marketing-cloud-latest-release-2021/
[10] https://twitter.com/marketingcloud/status/1366527388465520640
[8] https://www.salesforce.com/form/event/marketing-in-motion-3/
[7] https://twitter.com/marketingcloud/status/1364668435683102720
[7] https://twitter.com/marketingcloud/status/1364997864145887232
[6] https://www.linkedin.com/slink?code=dPdwSv5
[6] https://trailblazercommunitygroups.com/events/details/salesforce-salesforce-developer-group-vijayawada-india-presents-askmeanything-to-salesforce-mvp-and-marketing-champion-shibu-abraham/
[6] 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
[6] 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
[6] https://www.anavcloudsoftwares.com/

Top URLs in Tweet in G3:
[9] https://blogs.oracle.com/marketingcloud/email-marketing-trends-proven-essentials
[9] https://blogs.oracle.com/marketingcloud/why-sales-and-marketing-alignment-is-the-key-to-a-personalized-buyers-journey
[8] https://blogs.oracle.com/marketingcloud/eloqua-fatigue-analysis
[8] https://blogs.oracle.com/marketingcloud/megatrends-transforming-the-future-of-digital-marketing/?source=:so:tw:or:awr:ocorp:::&SC=:so:tw:or:awr:ocorp:::&pcode=
[7] https://blogs.oracle.com/marketingcloud/email-marketing-trends-competitive-differentiators
[7] https://blogs.oracle.com/marketingcloud/the-biggest-shifts-in-email-marketing-trends-for-2021-webinar
[7] https://blogs.oracle.com/marketingcloud/3-ways-retailers-can-keep-up-with-radical-shifts-in-consumer-shopping-behaviors
[7] https://blogs.oracle.com/marketingcloud/3-ways-not-testing-kills-your-email-conversion-rate
[6] https://blogs.oracle.com/marketingcloud/subscriber-needs-your-preference-center-should-address
[5] https://blogs.oracle.com/marketingcloud/submissions-for-the-15th-annual-markie-awards-are-open

Top URLs in Tweet in G4:
[5] https://blogs.oracle.com/marketingcloud/10-tips-to-make-your-markie-award-entry-stand-out?utm_source=dlvr.it&utm_medium=twitter
[5] https://blogs.oracle.com/marketingcloud/improve-email-marketing-results?utm_source=dlvr.it&utm_medium=twitter
[5] https://blogs.oracle.com/marketingcloud/email-marketing-trends-proven-essentials?utm_source=dlvr.it&utm_medium=twitter
[5] https://blogs.oracle.com/marketingcloud/email-marketing-trends-proven-essentials
[4] https://blogs.oracle.com/marketingcloud/ab-and-multivariate-testing-digital-marketing-campaign?utm_source=dlvr.it&utm_medium=twitter
[4] https://blogs.oracle.com/marketingcloud/do-your-marketing-and-finance-organizations-see-eye-to-eye-on-marketing-spend-and-measurement?utm_source=dlvr.it&utm_medium=twitter
[4] https://blogs.oracle.com/marketingcloud/subscriber-needs-your-preference-center-should-address?utm_source=dlvr.it&utm_medium=twitter
[4] https://blogs.oracle.com/marketingcloud/how-email-marketers-can-balance-personalization-and-segmentation?utm_source=dlvr.it&utm_medium=twitter
[4] https://blogs.oracle.com/marketingcloud/oracle-named-a-2021-gartner-peer-insights-customers%E2%80%99-choice-for-crm-lead-management?utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/marketingcloud/status/1372605622726717441

Top URLs in Tweet in G5:
[2] https://www.pinterest.com/caraway1038/answer-in-genesis/?invite_code=74503cabd6724029a94c6d54571adc06&board_collab_inviter=True&inviter_user_id=619315523666344625
[1] https://twitter.com/howtosfmc/status/1377628960775929863
[1] https://salesforce.stackexchange.com/questions/339869/code-resource-get-request-issues
[1] https://www.pinterest.com/koilsbynature/?invite_code=ea57c53b84e344c0aeeb1f28dbeedb5f&sender=928163941861834581
[1] https://www.zendesk.com/blog/6-tips-for-building-a-thriving-help-center/?utm_source=twitter&utm_medium=organic_social&utm_campaign=social_share
[1] https://www.pinterest.com/pin/259027416047629909/sent/?invite_code=c09984985f2a4721a553b60bf819ecf6&sender=619315523666344625&sfo=1
[1] https://www.pinterest.com/pin/789748484655867083/sent/?invite_code=9c1ae0ee07c54851808e73604a091c9b&sender=619315523666344625&sfo=1
[1] https://twitter.com/i/spaces/1RDGlPqElMzGL
[1] https://twitter.com/michael_saylor/status/1379042960994668548
[1] https://app.scalero.io/

Top URLs in Tweet in G6:
[11] https://deselect.com/
[11] https://www.saleswingsapp.com/marketing-cloud/deselectio-marketing-cloud-review/?utm_source=twitter&utm_medium=social&utm_campaign=revold
[10] https://www.saleswingsapp.com/salesforce/marketing-cloud-for-higher-education/?utm_source=twitter&utm_medium=social&utm_campaign=revold
[10] 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
[9] 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
[8] 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
[3] https://www.saleswingsapp.com/marketing-cloud/marketing-cloud-mvp-eliot-harpers-take-on-salesforce-marketing-cloud-and-pardot/
[3] https://www.saleswingsapp.com/marketing-cloud/online-event-saleswings-and-salesforce-summer21-release-highlights/?utm_source=twitter&utm_medium=social&utm_campaign=revold
[3] https://www.cloudkettle.com/blog/how-to-build-custom-content-blocks-for-salesforce-marketing-cloud-with-mjml/
[2] https://twitter.com/marketingcloud/status/1375131037081161728

Top URLs in Tweet in G8:
[5] https://twinybots.ch/
[5] https://marketingcloud.info/2021/04/02/how-to-measure-content-marketing-the-updated-essential-guide-2/
[5] https://marketingcloud.info/2021/04/01/the-plain-english-guide-to-writing-a-business-case/
[4] https://marketingcloud.info/2021/03/20/heres-what-you-need-to-outrank-your-competition/
[4] https://www.youtube.com/watch?v=AyMWcIeACs8

[4] https://marketingcloud.info/?p=45158
[4] https://marketingcloud.info/2021/04/05/empowering-programmatic-traders-through-continued-education/
[4] https://www.linkedin.com/slink?code=enrfN-Y
[3] https://marketingcloud.info/2021/03/21/the-small-business-diaries-ep-01/
[3] https://marketingcloud.info/2021/03/28/how-to-be-good-at-clubhouse/

Top URLs in Tweet in G9:
[1] https://www.salesforceben.com/drag-and-drop-segmentation-for-salesforce-marketing-cloud-in-depth-review/

Top Domains
Top Domains in Tweet in Entire Graph:
[657] marketingcloud.info
[477] twitter.com
[409] oracle.com
[386] dy.si
[217] radian6.com
[175] salesforce.com
[73] saleswingsapp.com
[50] youtube.com
[48] linkedin.com
[46] ibm.com

Top Domains in Tweet in G1:
[190] twitter.com
[190] radian6.com
[133] salesforce.com
[45] ibm.com
[32] smh.re
[26] youtube.com
[10] marketingtrends.com
[9] google.com
[8] herokuapp.com
[7] linkedin.com

Top Domains in Tweet in G2:
[172] twitter.com
[35] salesforce.com
[24] linkedin.com
[21] hicglobalsolutions.com
[20] trailblazercommunitygroups.com
[20] radian6.com
[14] saleswingsapp.com
[13] appshark.com
[12] alexandreruiz.com
[11] forcetalks.com

Top Domains in Tweet in G3:
[319] dy.si
[160] oracle.com
[5] bit.ly
[3] okt.to
[3] litmus.com
[2] nodexlgraphgallery.org
[2] twitter.com
[2] radian6.com
[1] youtube.com
[1] gov.in

Top Domains in Tweet in G4:
[136] oracle.com
[58] dy.si
[10] twitter.com
[8] google.com
[7] linkedin.com
[4] stackexchange.com
[4] dlvr.it
[2] icims.com
[2] purdue.edu
[2] leadclic.com

Top Domains in Tweet in G5:
[5] pinterest.com
[3] twitter.com
[1] stackexchange.com
[1] zendesk.com
[1] scalero.io

Top Domains in Tweet in G6:
[94] twitter.com
[59] saleswingsapp.com
[11] deselect.com
[6] cloudkettle.com
[4] pluralsight.com
[4] radian6.com
[3] gortonington.com
[3] salesforce.com
[3] youtube.com
[2] trailblazercommunitygroups.com

Top Domains in Tweet in G8:
[654] marketingcloud.info
[7] linkedin.com
[5] twinybots.ch
[4] youtube.com
[2] pixelmedia.com
[2] mapp.com
[1] salesforce.com
[1] smartly.io
[1] consumercoverage.com
[1] escalated.io

Top Domains in Tweet in G9:
[1] salesforceben.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1099] marketingchats
[720] digitalmarketing
[685] marketinginmotion
[640] marketingcloud
[472] rt
[458] marketing
[457] salesforce
[448] business
[420] news
[152] cx



Top Hashtags in Tweet in G1:
[781] marketingchats
[459] rt
[241] marketinginmotion
[113] simplyput
[43] digital360
[38] marketingcloud
[26] salesforce
[23] cnx21
[18] customer360
[16] marketingtrends

Top Hashtags in Tweet in G2:
[433] marketinginmotion
[260] marketingchats
[254] marketingcloud
[214] salesforce
[89] jaipurmarketers
[59] trailblazercommunity
[49] askmeanything
[43] crm
[30] sfmc
[29] marketing

Top Hashtags in Tweet in G3:
[129] loyalty
[124] marketing
[100] cx
[84] b2b
[82] sales
[63] emailmarketing
[57] ai
[55] ml
[53] cdp
[34] emailmarketers

Top Hashtags in Tweet in G4:
[54] marketingcloud
[52] ml
[25] marketing
[23] salesforce
[9] cx
[8] emailmarketing
[7] modernmarketing
[6] salesforcemarketingcloud
[6] loyalty
[5] b2c

Top Hashtags in Tweet in G5:
[3] nodejs
[2] emailgeeks
[1] marketinginmotion
[1] axecon

Top Hashtags in Tweet in G6:
[175] marketingcloud
[123] salesforce
[91] marketingautomation
[36] marketingchats
[14] sfmc
[12] highereducation
[11] appexchange
[11] deselectio
[11] pardot
[10] marketingcloudusergroup

Top Hashtags in Tweet in G7:
[2] marketingcloud
[1] blm
[1] antifa
[1] adobe
[1] fakenews
[1] martech
[1] software
[1] throwback
[1] bigfan
[1] postcorona

Top Hashtags in Tweet in G8:
[684] digitalmarketing
[438] business
[420] news
[213] marketing
[10] digital
[10] marketingcloud
[8] emailmarketing
[8] phillyjobs
[8] phillytech
[7] salesforce

Top Hashtags in Tweet in G9:
[3] marketingcloud
[2] salesforce
[1] marketers
[1] segmentation
[1] marketing
[1] handson

Top Words
Top Words in Tweet in Entire Graph:
[3790] marketingcloud
[1520] marketing
[1099] #marketingchats
[985] salesforce
[720] #digitalmarketing
[685] #marketinginmotion
[640] #marketingcloud
[606] learn
[603] more
[569] marketers

Top Words in Tweet in G1:
[2001] marketingcloud
[781] #marketingchats
[645] marketing
[459] #rt
[326] more
[293] salesforce
[292] data
[287] learn
[278] digital
[273] datorama

Top Words in Tweet in G2:
[1454] marketingcloud
[504] salesforce
[433] #marketinginmotion
[408] marketing
[261] cloud
[260] #marketingchats
[254] #marketingcloud
[231] trailblazeresha
[220] guilda_h
[215] #salesforce

Top Words in Tweet in G3:
[242] oraclemktgcloud
[230] marketers
[152] know
[142] before
[133] time
[131] programs
[129] #loyalty
[124] #marketing
[123] subject
[110] email

Top Words in Tweet in G4:
[115] oraclemktgcloud
[105] subject
[94] email
[93] marketing
[73] marketers
[62] time
[61] use
[57] know
[57] spend
[55] learn

Top Words in Tweet in G5:
[26] marketingcloud
[8] code
[6] bitbucket
[5] tonyzupancic
[5] androiddev
[5] githubstatus
[5] mailchimp
[5] edit
[4] run
[4] one

Top Words in Tweet in G6:
[175] #marketingcloud
[161] marketingcloud
[123] #salesforce
[95] marketing
[91] #marketingautomation
[79] cloud
[73] salesforce
[64] eliotharper
[36] #marketingchats
[30] learn

Top Words in Tweet in G7:
[23] valaafshar
[22] marketingcloud
[21] philkomarny
[20] disruptvshow
[19] charlieisaacs
[18] salesforce
[17] rwang0
[17] profgalloway
[14] nyuniversity
[13] lizkmiller

Top Words in Tweet in G8:
[684] #digitalmarketing
[438] #business
[420] #news
[213] #marketing
[178] mustafaunlukara
[108] marketing
[58] adobe
[57] 2021
[53] content
[40] business

Top Words in Tweet in G9:
[6] data
[4] views
[3] without
[3] sql
[3] #marketingcloud
[3] marketing
[2] segment
[2] quickly
[2] queries
[2] drag

Top Words in Tweet in G10:
[4] friends
[4] go
[4] look
[4] interested
[4] marketingcloud
[2] jingdaily
[2] refulinnn
[2] franck_thery
[2] clotilderavin
[2] edesignworld

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[472] #rt,marketingcloud
[465] marketing,cloud
[438] #digitalmarketing,#business
[420] #business,#news
[204] #digitalmarketing,#marketing
[177] salesforce,marketing
[162] marketingcloud,datorama
[150] subject,line
[146] subject,lines
[138] email,subject

Top Word Pairs in Tweet in G1:
[459] #rt,marketingcloud
[108] marketingcloud,datorama
[85] marketing,cloud
[82] _,_
[81] learn,more
[78] really,really
[48] digital,transformation
[41] marketing,cloudcast
[37] marketingcloud,salesforce
[37] salesforce,marketingcloud

Top Word Pairs in Tweet in G2:
[240] marketing,cloud
[104] #marketinginmotion,marketingcloud
[104] salesforce,marketing
[66] trailblazeresha,marketingcloud
[57] #salesforce,#marketingcloud
[57] pardot,marketingcloud
[55] jaipurmarketers,marketingcloud
[54] salesforce,marketingcloud
[53] guilda_h,#marketinginmotion
[48] marketingcloud,datorama

Top Word Pairs in Tweet in G3:
[99] #loyalty,programs
[83] average,#b2b
[83] #b2b,buyer
[83] buyer,consumes
[83] consumes,13
[83] 13,pieces
[83] before,deciding
[83] deciding,purchase
[82] #sales,#marketing
[80] know,average

Top Word Pairs in Tweet in G4:
[53] email,subject
[53] subject,lines
[52] know,use
[52] predict,well
[52] well,subject
[52] subject,line
[52] line,perform
[52] perform,before
[52] before,sending
[51] lines,something

Top Word Pairs in Tweet in G5:
[3] tonyzupancic,marketingcloud
[3] codenewbies,goal
[3] goal,start
[3] start,writing
[3] writing,simple
[3] simple,utility
[3] utility,scripts
[3] scripts,run
[3] run,#nodejs
[3] #nodejs,wrote

Top Word Pairs in Tweet in G6:
[77] marketing,cloud
[42] #salesforce,#marketingcloud
[35] #salesforce,#marketingautomation
[32] #marketingcloud,#marketingautomation
[30] #marketingcloud,#salesforce
[27] #marketingautomation,#salesforce
[27] #marketingautomation,#marketingcloud
[26] salesforce,marketing
[19] eliotharper,marketingcloud
[15] salesforce,marketingcloud

Top Word Pairs in Tweet in G7:
[16] rwang0,disruptvshow
[14] nyuniversity,profgalloway
[14] profgalloway,rwang0
[11] valaafshar,nyuniversity
[10] philkomarny,lizkmiller
[8] alanlepo,marketingcloud
[8] marketingcloud,charlieisaacs
[7] charlieisaacs,philkomarny
[6] disruptvshow,salesforce
[6] salesforce,philkomarny

Top Word Pairs in Tweet in G8:
[438] #digitalmarketing,#business
[420] #business,#news
[204] #digitalmarketing,#marketing
[28] content,marketing
[26] 2021,#digitalmarketing
[17] adobe,experience
[17] step,step
[16] marketing,#digitalmarketing
[15] google,analytics
[13] mustafaunlukara,adobe

Top Word Pairs in Tweet in G9:
[4] data,views
[2] segment,data
[2] data,quickly
[2] quickly,without
[2] without,sql
[2] sql,queries
[2] queries,drag
[2] drag,drop
[2] drop,segmentation
[2] segmentation,tool

Top Word Pairs in Tweet in G10:
[4] friends,go
[4] go,look
[4] look,interested
[2] interested,marketingcloud
[2] marketingcloud,jingdaily
[2] jingdaily,refulinnn
[2] refulinnn,franck_thery
[2] franck_thery,clotilderavin
[2] clotilderavin,edesignworld
[2] edesignworld,cahuenas

Top Replied-To
Top Replied-To in Entire Graph:
@marketingcloud
@jaipurmarketers
@trailblazeresha
@lounganipayal
@shibua
@eliotharper
@jentalktech2me
@kellybentubo
@valaafshar

Top Replied-To in G1:
@marketingcloud
@trailblazeresha
@shibua
@kellybentubo
@amandambenjamin
@jdfassett
@jentalktech2me
@zjarczynska
@lounganipayal
@burakiosaurus

Top Replied-To in G2:
@marketingcloud
@jaipurmarketers
@trailblazeresha
@lounganipayal
@jerin_jacob22
@shibua
@jentalktech2me
@gemliza
@eliotharper

Top Replied-To in G3:
@marketingcloud
@albertoemachado
@oracle
@marketwatch
@litmusapp

Top Replied-To in G4:
@churchpmcc

Top Replied-To in G5:
@tonyzupancic
@mrs_najee
@chorlesbarkley7
@narendramodi
@natashamrtn
@gemliza
@codenewbies
@marketingcloud
@walmart

Top Replied-To in G6:
@marketingcloud
@eliotharper
@le_diable
@hellojasoco
@gregoryrgifford
@gemliza
@shibua
@jackiemennie
@salesforce
@tvjames

Top Replied-To in G7:
@valaafshar
@briansolis
@dayngr
@goldiechan
@adamhjk
@jeansaghaard

Top Replied-To in G9:
@marketingcloud
@sharif_shaalan

Top Mentioned
Top Mentioned in Entire Graph:
@marketingcloud
@salesforce
@datorama
@trailblazeresha
@shibua
@mustafaunlukara
@pardot
@justguilda

Top Mentioned in G1:
@marketingcloud
@datorama
@salesforce
@elfcosmetics
@commercecloud
@shibua
@pardot
@shenoli
@asksalesforce

Top Mentioned in G2:
@marketingcloud
@salesforce
@trailblazeresha
@shibua
@pardot
@justguilda
@trailhead
@jyothsnabitra
@anilpilania

Top Mentioned in G3:
@randyfrisch
@tartecosmetics
@holloid
@zumiez
@oracle
@meinekecarcare
@footlocker
@rue21
@shoecarnival

Top Mentioned in G4:
@growth_mktg_adv

Top Mentioned in G5:
@marketingcloud
@bitbucket
@androiddev
@githubstatus
@mailchimp
@hubspotdev
@notionhq
@brave
@githubapi
@biblegateway

Top Mentioned in G6:
@marketingcloud
@eliotharper
@salesforce
@pluralsight
@cloudkettle
@datorama
@saleswingsapp
@cloudcoachers
@gregoryrgifford
@shibua

Top Mentioned in G7:
@marketingcloud
@philkomarny
@charlieisaacs
@salesforce
@rwang0
@disruptvshow
@nyuniversity
@profgalloway
@lizkmiller
@dhinchcliffe

Top Mentioned in G8:
@mustafaunlukara
@marketingcloud
@swaraj_joshi07
@eternussolution
@martinhoyes
@pixelmedia
@herbertrsim
@mcadamsrachel1
@salesforce
@pawansomanchi

Top Mentioned in G9:
@lucymazalon
@alinalimon2
@salesforceben
@trailhead
@meganptweets
@gilliankbruce
@agcloudscomic
@blaqinci
@salesforceamy
@yayainsaasland

Top Mentioned in G10:
@marketingcloud
@jingdaily
@refulinnn
@franck_thery
@clotilderavin
@edesignworld
@cahuenas
@muskmartin
@leemoran107
@robertglezb

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@evankirstel
@bexxmodd
@businessinsider
@business
@theofficialsbi
@walmart
@trendsinai
@aajtak
@calcaware

Top Tweeters in G1:
@bexxmodd
@princepetty415
@artificialbra1n
@nba
@starbucks
@ogoing
@deriz_no_bot
@themayorpete
@kindkongness
@adage

Top Tweeters in G2:
@evankirstel
@theofficialsbi
@valaafshar
@fabriciosx
@quick13
@tigho
@the404code
@googleulv
@pyscalellc
@appitekbot

Top Tweeters in G3:
@trendsinai
@calcaware
@dataaugmented
@lelkan
@marketwatch
@thecuriousluke
@newsweek
@godfrey_g_
@pitrko
@education_24x7

Top Tweeters in G4:
@jimmyroybloom
@stfuimtweetn0_o
@mike_kunkle
@businesson_line
@valintryjobs
@kdhungerford
@aithority
@algoworks
@tdevelopments
@globalpigeon

Top Tweeters in G5:
@walmart
@aajtak
@airnewsalerts
@abpnews
@samsungindia
@slackhq
@oppomobileindia
@powerupcoding1
@google
@biblegateway

Top Tweeters in G6:
@pluralsight
@saleswingsapp
@tvjames
@zoom
@jollypaarth
@markalves
@jeefi_
@sharmaabhay
@blackendhonesty
@le_diable

Top Tweeters in G7:
@rwang0
@zdnet
@holgermu
@florciampoli
@charlieisaacs
@dayngr
@mastercard
@stefihane
@dhinchcliffe
@goldiechan

Top Tweeters in G8:
@jfsebastian146
@prosper_kenn
@algocentric
@nilsonliscano
@seotips_vanprob
@pawansomanchi
@vikram_bot
@marketernat
@sourav21maha
@drugsupplychain

Top Tweeters in G9:
@mikegerholdt
@ericdresh
@salesforceamy
@akash_sfdc
@petercoffee
@eddystone82
@saasy_sistah
@sharif_shaalan
@meganptweets
@salesforceben

Top Tweeters in G10:
@jingdaily
@cahuenas
@franck_thery
@alaingro
@k_jackson_01
@valent_williams
@robertglezb
@grey_paris
@joseph_ernst
@edesignworld