#salesforce, Twitter, 11/19/2019 11:08:09 PM, 216785


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#salesforce_2019-11-19_13-57-52.xlsx
#salesforce_2019-11-19_13-57-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 19, 2019
Short Description:
#salesforce via NodeXL http://bit.ly/2rVAsM1
@salesforce
@dreamforce
@trailhead
@zacharyjeans
@benioff
@wynandbooysen
@salesforcedevs
@cyril_louis
@jamilahmed_16
@atul31gupta

Top hashtags:
#salesforce
#df19
#azure
#dreamforce
#crm
#cloud
#microsoft
#dreamforce2019

Description:
Description
The graph represents a network of 3,234 Twitter users whose tweets in the requested range contained "#salesforce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 19 November 2019 at 21:59 UTC.

The requested start date was Tuesday, 19 November 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 6-day, 4-hour, 6-minute period from Tuesday, 12 November 2019 at 20:54 UTC to Tuesday, 19 November 2019 at 01:00 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 : 3234
Unique Edges : 4590
Edges With Duplicates : 2975
Total Edges : 7565
Number of Edge Types : 3
Mentions : 5348
Tweet : 2133
Replies to : 84
Self-Loops : 2133
Reciprocated Vertex Pair Ratio : 0.0320327552986513
Reciprocated Edge Ratio : 0.0620770128354726
Connected Components : 929
Single-Vertex Connected Components : 672
Maximum Vertices in a Connected Component : 1826
Maximum Edges in a Connected Component : 5452
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.257498
Graph Density : 0.00040983128341177
Modularity : 0.512939
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,234 Twitter users whose tweets in the requested range contained "#salesforce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 19 November 2019 at 21:59 UTC.

The requested start date was Tuesday, 19 November 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 6-day, 4-hour, 6-minute period from Tuesday, 12 November 2019 at 20:54 UTC to Tuesday, 19 November 2019 at 01:00 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 : #salesforce
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[330] https://azure.microsoft.com/overview/?WT.mc_id=Linkedin-social-babora
[39] https://www.jadirectives.com/best-it-certifications-online-training/
[35] https://www.fiverr.com/share/WEEmqR
[27] https://techcrunch.com/2019/11/14/salesforce-announces-its-moving-marketing-cloud-to-microsoft-azure/
[26] http://digital-leadership-associates.passle.net/post/102ftu6/an-uncomfortable-but-highly-effective-sales-strategy
[22] https://www.linkedin.com/slink?code=fzbMEpx
[21] https://www.investing.com/analysis/3-stocks-to-watch-in-the-coming-week-home-depot-salesforce-aurora-cannabis-200485831?utm_source=topbuzz
[20] https://www.amazon.com/dp/B07TLS98ZB
[19] https://www.jadeglobal.com/events/dreamforce19
[19] https://fiverr.com/makeunique1/

Top URLs in Tweet in G1:
[19] https://fiverr.com/makeunique1/
[17] https://techcrunch.com/2019/11/14/salesforce-announces-its-moving-marketing-cloud-to-microsoft-azure/
[11] https://cloudcoop.io/
[7] https://news.microsoft.com/2019/11/14/microsoft-and-salesforce-expand-strategic-partnership-to-accelerate-customer-success/
[7] https://innomar.hiringroom.com/jobs/get_vacancy/5da0d8de872a2e9959b2ceb1?source=twitter
[6] https://www.cnbc.com/2019/11/14/salesforce-will-adopt-microsofts-cloud-as-companies-cozy-up-again.html
[6] https://techcrunch.com/2019/11/15/why-salesforce-is-moving-marketing-cloud-to-microsoft-azure/
[6] https://techcrunch.com/2019/11/18/salesforce-apple-partnership-begins-to-come-to-life/
[6] https://cloudcoop.io/isv-support/
[5] https://devops.com/devops-chat-debugging-spinnaker-apps-with-salesforce/

Top URLs in Tweet in G2:
[329] https://azure.microsoft.com/overview/?WT.mc_id=Linkedin-social-babora
[14] https://techcrunch.com/2019/11/14/salesforce-announces-its-moving-marketing-cloud-to-microsoft-azure/?utm_content=105724139&utm_medium=social&utm_source=twitter&hss_channel=tw-827579373750456320
[5] https://ippglobal.org/
[4] https://www.jadirectives.com/best-it-certifications-online-training/
[4] https://techcrunch.com/2019/11/13/aws-salesforce-join-forces-with-linux-foundation-on-cloud-information-model/
[4] https://www.cio.com/article/3452528/the-beauty-of-business-and-it-alignment-qanda-with-ekta-chopra.html
[4] https://www.c-sharpcorner.com/news/microsoft-and-salesforce-partner-on-cloud-solutions
[3] https://www.linkedin.com/slink?code=fr3c_zC
[3] http://lp.mydbsync.com/dreamforce?utm_source=Social&utm_medium=Social_posts&utm_campaign=DF19&utm_term=DF19
[3] https://www.polsource.com/dreamforce19/

Top URLs in Tweet in G3:
[21] https://www.linkedin.com/slink?code=fzbMEpx
[14] https://supermums.org/supermums-the-sustainable-business-goals/
[5] https://salesforce.wd1.myworkdayjobs.com/External_Career_Site/job/California---San-Francisco/Senior-Developer-Evangelist_JR52078
[5] https://twitter.com/sfdckiran/status/1194880860215894016
[5] https://nominations.salesforcemvps.com/s/
[4] http://bit.ly/sdgforce
[4] https://trailhead.salesforce.com/home
[4] https://www.salesforce.org/new-education-cloud-innovations-to-support-lifelong-learning/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.salesforce.com/in/trailheadx
[3] https://www.salesforce.com/blog/2019/11/nominate-trailblazer-mentors-salesforce-mvp.html

Top URLs in Tweet in G4:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=216556
[9] https://fenergoatdreamforce.com/
[7] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BJLFQA4
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=216273
[6] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1U#/session/a2q3A000002BJEsQAO
[5] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1U#/session/a2q3A000001rIonQAE
[5] https://www.govevents.com/Salesforce-DreamforceNov20-SM/
[5] https://hicglobalsolutions.com/blog/salesforce-sustainability-cloud/
[5] https://hicglobalsolutions.com/blog/dreamforce-2019-countdown/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=216595

Top URLs in Tweet in G5:
[11] https://www.eternussolutions.com/dreamforce-event/
[3] https://video.cube365.net/c/922729
[3] https://video.cube365.net/c/922519
[3] https://go.oncehub.com/pardotexperts
[3] https://twitter.com/andy_woodfield/status/1194483032377503744
[3] http://r.socialstudio.radian6.com/4c6cf65d-7e57-4d41-88bb-f673d8835be4
[2] https://video.cube365.net/c/922235
[2] https://twitter.com/Dreamforce/status/1195194730146979840
[2] https://www.salesforce.com/blog/2019/10/dreamforce-agenda-builder.html
[2] https://techcrunch.com/2019/11/14/salesforce-announces-its-moving-marketing-cloud-to-microsoft-azure/

Top URLs in Tweet in G6:
[35] https://www.jadirectives.com/best-it-certifications-online-training/
[13] https://www.signitysolutions.com/zoho-consulting-services?utm_campaign=Zoho&utm_medium=Zoho_SMO&utm_source=Zoho_Socialmedia
[12] https://transactions.sendowl.com/stores/9273/168513
[9] https://www.jadirectives.com/best-salesforce-certification-courses-training/
[8] https://www.signitysolutions.com/zoho-consulting-services
[5] http://salesgarners.com
[5] https://www.signitysolutions.com/salesforce-integration?utm_campaign=Salesforce&utm_medium=Salesforce_SMO&utm_source=Salesforce_Socialmedia
[4] https://k2partnering.com/salesforce/k2s-zaidy-ramirez-and-viv-gergian-take-centre-stage-at-dreamforce-2019/
[3] https://k2partnering.com/candidates/
[3] https://k2partnering.com/product/administrative-essentials-for-new-admins-in-lightning-experience-adx201-2-december-13-december-2019-gmt-online/

Top URLs in Tweet in G7:
[25] http://digital-leadership-associates.passle.net/post/102ftu6/an-uncomfortable-but-highly-effective-sales-strategy
[4] https://techcrunch.com/2019/11/13/aws-salesforce-join-forces-with-linux-foundation-on-cloud-information-model/?utm_content=bufferc23ed&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://digital-leadership-associates.passle.net/post/102f7ni/6-ways-to-align-bdrs
[3] http://digital-leadership-associates.passle.net/post/102fcxi/how-you-handle-leads-impacts-revenue
[3] https://techcrunch.com/2019/11/18/salesforce-apple-partnership-begins-to-come-to-life/
[3] https://techcrunch.com/2019/11/15/why-salesforce-is-moving-marketing-cloud-to-microsoft-azure/
[2] http://digital-leadership-associates.passle.net/post/102fqhm/trust-me-im-a-sales-rep
[2] https://techcrunch.com/2019/11/14/salesforce-announces-its-moving-marketing-cloud-to-microsoft-azure/
[2] https://techcrunch.com/2019/11/14/salesforce-announces-its-moving-marketing-cloud-to-microsoft-azure/?tpcc=ECFB2019&guccounter=1
[1] https://techcrunch.com/2019/11/13/aws-salesforce-join-forces-with-linux-foundation-on-cloud-information-model/?utm_content=buffer008d0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[1] https://www.salesforce.com/dreamforce/why-attend/

Top URLs in Tweet in G9:
[10] https://news.microsoft.com/ja-jp/2019/11/15/191115-microsoft-and-salesforce-expand-strategic-partnership-to-accelerate-customer-success/?ocid=AID740624_TWITTER_oo_spl100001034839337
[2] https://www.lebigdata.fr/salesforce-cloud-microsoft
[2] https://www.clubic.com/pro/entreprises/salesforce/actualite-876361-salesforce-choisit-microsoft-azure-service-marketing-cloud.html
[2] https://techcrunch.com/2019/11/15/why-salesforce-is-moving-marketing-cloud-to-microsoft-azure/
[2] https://techcrunch.com/2019/11/13/aws-salesforce-join-forces-with-linux-foundation-on-cloud-information-model/
[2] https://www.cnbc.com/2019/11/14/salesforce-will-adopt-microsofts-cloud-as-companies-cozy-up-again.html
[1] https://techcrunch.com/2019/11/07/salesforce-announces-new-content-management-system/
[1] https://nominations.salesforcemvps.com/s/
[1] https://techcrunch.com/2019/11/14/salesforce-announces-its-moving-marketing-cloud-to-microsoft-azure/
[1] https://www.lemondeinformatique.fr/actualites/lire-cim-un-modele-de-donnees-ouvert-promu-par-aws-genesys-et-salesforce-77068.html?utm_source=ActiveCampaign&utm_medium=email&utm_campaign=NL+LMI+Selection+17112019&ep_ee=360e7aa898038ba4a94f7ffb1841a23723763b6d

Top URLs in Tweet in G10:
[4] https://www.zdnet.com/article/salesforce-plays-multi-cloud-game-as-aws-contract-likely-up-for-renewal/
[3] https://www.newvoicemedia.com/en-us/events/dreamforce-19-keynote-happy-hour-at-the-vonage-hub?CMP=SOC-ORG-NEXMO-TW-NATIVE-OTHER-OTHER&linkId=77118757
[2] https://www.webtext.com/sales-force/
[2] https://www.aspect.com/partners#StrategicPartners
[2] https://www.solvisconsulting.com/solvis-blog/14-consideraciones-para-integrar-social-studio-pardot-sales-cloud-y-marketing-cloud
[1] https://blogs.gartner.com/olive-huang/amazon-aws-google-cloud-alibaba-cloud-now-microsoft-azure-salesforce-want-run-software/
[1] https://www.vonage.com/business/resources/newsroom/vonage-stories/making-automated-human-agents-great-together/?CMP=SOC-ORG-NEXMO-TW-NATIVE-VONAGESTORIES-OTHER&linkId=77118785
[1] https://ww3.nexmo.com/dreamforce-nexmo?CMP=SOC-ORG-NEXMO-TW-NATIVE-APIS-OTHER&linkId=77065893
[1] https://ww3.nexmo.com/dreamforce-nexmo?CMP=SOC-ORG-NEXMO-TW-NATIVE-APIS-OTHER&linkId=76918520
[1] https://ww3.nexmo.com/dreamforce-nexmo?CMP=SOC-ORG-NEXMO-TW-NATIVE-APIS-OTHER&linkId=76946256

Top Domains
Top Domains in Tweet in Entire Graph:
[351] microsoft.com
[248] salesforce.com
[229] linkedin.com
[218] twitter.com
[126] techcrunch.com
[116] youtube.com
[61] fiverr.com
[51] jadirectives.com
[40] pardot.com
[35] passle.net

Top Domains in Tweet in G1:
[125] linkedin.com
[69] twitter.com
[38] salesforce.com
[35] techcrunch.com
[25] cloudcoop.io
[21] instagram.com
[20] co.uk
[19] fiverr.com
[11] youtube.com
[11] dy.si

Top Domains in Tweet in G2:
[330] microsoft.com
[25] techcrunch.com
[15] salesforce.com
[7] linkedin.com
[7] fiverr.com
[7] c-sharpcorner.com
[6] jadirectives.com
[5] mydbsync.com
[5] ippglobal.org
[5] martechseries.com

Top Domains in Tweet in G3:
[65] salesforce.com
[31] twitter.com
[24] linkedin.com
[23] 4winds.link
[22] salesforce.org
[20] supermums.org
[10] pardot.com
[6] sfdcstop.com
[5] myworkdayjobs.com
[5] salesforcemvps.com

Top Domains in Tweet in G4:
[54] salesforce.com
[35] twitter.com
[26] hicglobalsolutions.com
[22] nodexlgraphgallery.org
[18] linkedin.com
[17] youtube.com
[12] forcetalks.com
[11] algoworks.com
[10] greytrix.com
[9] fenergoatdreamforce.com

Top Domains in Tweet in G5:
[30] ceptes.com
[14] eternussolutions.com
[12] twitter.com
[10] cube365.net
[10] salesforce.com
[5] linkedin.com
[5] smh.re
[3] oncehub.com
[3] radian6.com
[2] techcrunch.com

Top Domains in Tweet in G6:
[45] jadirectives.com
[26] signitysolutions.com
[14] k2partnering.com
[13] sendowl.com
[5] salesgarners.com
[3] k2university.com
[2] articlesfactory.com
[2] tangercg.com
[2] linkedin.com
[1] frugalnewenglandkitchen.com

Top Domains in Tweet in G7:
[34] passle.net
[19] techcrunch.com
[1] dlaignite.com
[1] cnbc.com
[1] bcg.com

Top Domains in Tweet in G8:
[1] salesforce.com

Top Domains in Tweet in G9:
[10] microsoft.com
[6] techcrunch.com
[2] lebigdata.fr
[2] clubic.com
[2] cnbc.com
[1] salesforcemvps.com
[1] lemondeinformatique.fr
[1] ampproject.org
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G10:
[6] nexmo.com
[5] zdnet.com
[4] newvoicemedia.com
[4] vonage.com
[2] webtext.com
[2] aspect.com
[2] solvisconsulting.com
[2] twitter.com
[1] gartner.com
[1] fw.to

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3694] salesforce
[940] df19
[484] azure
[468] dreamforce
[268] crm
[218] cloud
[197] microsoft
[189] dreamforce2019
[181] dreamforce19
[149] marketing



Top Hashtags in Tweet in G1:
[982] salesforce
[99] df19
[89] crm
[83] cloud
[79] microsoft
[72] dreamforce
[61] azure
[56] marketing
[49] sales
[39] dreamforce2019

Top Hashtags in Tweet in G2:
[358] azure
[200] salesforce
[38] microsoft
[36] df19
[31] cloud
[21] aws
[19] crm
[18] cloudcomputing
[18] digitaltransformation
[17] microsoftazure

Top Hashtags in Tweet in G3:
[453] salesforce
[116] df19
[79] trailblazercommunity
[58] trailhead
[38] dreamforce
[38] tdx19india
[36] tdxindia19
[31] winter20
[28] sdgforce
[28] salesforceohana

Top Hashtags in Tweet in G4:
[438] salesforce
[195] df19
[102] dreamforce
[55] dreamforce2019
[36] crm
[25] trailblazer
[22] trailhead
[21] dreamforce19
[20] myguide
[18] trailblazercommunity

Top Hashtags in Tweet in G5:
[136] salesforce
[124] df19
[70] dreamforce
[63] dreamforce19
[61] salesforceohana
[28] df19witheternus
[25] dreamforcefacts
[23] eternussolutions
[11] eternusatdreamforce
[9] thecube

Top Hashtags in Tweet in G6:
[92] salesforce
[52] training
[46] certification
[43] analytics
[41] it
[39] tech
[36] ai
[35] iot
[35] bi
[35] amazon

Top Hashtags in Tweet in G7:
[34] salesforce
[17] socialselling
[13] digitalselling
[13] salesleader
[12] coldcalling
[12] modernselling
[10] salestips
[10] salestruth
[8] cloud
[7] microsoft

Top Hashtags in Tweet in G8:
[24] df19
[24] dreamforce
[18] sfstudentjourneyindia
[2] salesforce
[1] ar
[1] vr
[1] ai
[1] startup
[1] tech
[1] trailhead

Top Hashtags in Tweet in G9:
[54] salesforce
[20] azure
[13] dreamforce
[12] trailblazercommunity
[11] df19
[11] aws
[10] teams
[10] セールスフォース
[7] microsoft
[6] cloud

Top Hashtags in Tweet in G10:
[59] salesforce
[29] df19
[22] crm
[19] cloud
[15] tech
[12] facebook
[12] mobile
[11] solvis
[8] martech
[7] cx

Top Words
Top Words in Tweet in Entire Graph:
[4055] Words in Sentiment List#1: Positive
[1556] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[103793] Non-categorized Words
[109405] Total Words
[3688] #salesforce
[1768] salesforce
[939] #df19
[757] cloud
[654] learn

Top Words in Tweet in G1:
[979] #salesforce
[281] salesforce
[113] cloud
[99] #df19
[89] #crm
[85] out
[83] #cloud
[82] more
[79] #microsoft
[71] #dreamforce

Top Words in Tweet in G2:
[551] salesforce
[386] cloud
[365] learn
[361] marketing
[358] #azure
[350] moving
[346] azure
[336] great
[329] testament
[328] barnambora

Top Words in Tweet in G3:
[455] #salesforce
[136] salesforce
[121] salesforcedevs
[116] #df19
[110] trailhead
[79] #trailblazercommunity
[77] m
[67] lightning
[67] india
[66] more

Top Words in Tweet in G4:
[438] #salesforce
[271] dreamforce
[219] salesforce
[194] #df19
[102] #dreamforce
[98] join
[55] #dreamforce2019
[54] new
[47] data
[46] s

Top Words in Tweet in G5:
[136] #salesforce
[124] #df19
[70] #dreamforce
[63] #dreamforce19
[61] #salesforceohana
[54] dreamforce
[52] more
[48] salesforce
[46] eternussolution
[39] meet

Top Words in Tweet in G6:
[91] #salesforce
[85] arnoldokleider
[69] best
[64] zoho
[53] salesforce
[52] #training
[46] #certification
[46] business
[44] courses
[43] #analytics

Top Words in Tweet in G7:
[48] timothy_hughes
[35] passle
[34] #salesforce
[27] dlaignite
[25] sales
[24] uncomfortable
[24] highly
[24] effective
[24] strategy
[21] techcrunch

Top Words in Tweet in G8:
[24] next
[24] week
[24] follow
[24] #df19
[24] ll
[24] see
[24] read
[24] great
[24] content
[24] coming

Top Words in Tweet in G9:
[54] #salesforce
[25] salesforce
[20] cloud
[20] #azure
[17] cyril_louis
[14] mvp
[13] #dreamforce
[13] marketing
[12] #trailblazercommunity
[11] #df19

Top Words in Tweet in G10:
[59] #salesforce
[46] cloud
[38] salesforce
[29] nexmo
[29] #df19
[22] #crm
[21] evankirstel
[19] #cloud
[17] google
[17] social

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[454] marketing,cloud
[397] moving,marketing
[363] salesforce,moving
[333] cloud,#azure
[330] #azure,learn
[330] learn,azure
[330] azure,great
[330] great,testament
[329] barnambora,salesforce
[329] testament,aw

Top Word Pairs in Tweet in G1:
[51] check,out
[39] marketing,cloud
[30] #microsoft,#salesforce
[22] #microsoft,#azure
[21] san,francisco
[21] next,week
[20] #salesforce,#crm
[20] #df19,#salesforce
[20] #dreamforce,#salesforce
[20] #salesforce,#dreamforce

Top Word Pairs in Tweet in G2:
[355] marketing,cloud
[345] moving,marketing
[344] salesforce,moving
[331] cloud,#azure
[329] #azure,learn
[329] learn,azure
[329] azure,great
[329] great,testament
[328] barnambora,salesforce
[328] testament,aw

Top Word Pairs in Tweet in G3:
[45] lightning,web
[45] web,components
[37] proud,part
[36] calling,salesforcedevs
[36] salesforcedevs,india
[36] india,attend
[36] attend,#tdxindia19
[36] #tdxindia19,learn
[36] learn,lightning
[36] components,more

Top Word Pairs in Tweet in G4:
[47] #df19,#salesforce
[36] #salesforce,#dreamforce
[24] dreamforce,join
[24] salesforce,dreamforce
[22] nodexl,dreamforce
[21] chatter,group
[21] partnerforce,#salesforce
[21] salesforce,partnerforce
[20] anyone,know
[20] know,drink

Top Word Pairs in Tweet in G5:
[65] #df19,#salesforce
[62] #dreamforce,#dreamforce19
[61] #salesforce,#salesforceohana
[60] #salesforceohana,#dreamforce
[25] #dreamforcefacts,#df19
[15] meet,#df19
[14] dataarchiva,#dreamforcefacts
[13] know,more
[13] salesforce,data
[9] #df19witheternus,#salesforce

Top Word Pairs in Tweet in G6:
[44] #certification,courses
[36] #ai,#analytics
[35] 35,best
[35] best,#it
[35] #it,#training
[35] #training,#certification
[35] courses,#ai
[35] #analytics,#iot
[35] #iot,#bi
[35] #bi,#amazon

Top Word Pairs in Tweet in G7:
[33] passle,timothy_hughes
[25] timothy_hughes,dlaignite
[24] uncomfortable,highly
[24] highly,effective
[24] effective,sales
[24] sales,strategy
[24] strategy,passle
[17] dlaignite,#socialselling
[11] #modernselling,#salesforce
[9] #socialselling,#digitalselling

Top Word Pairs in Tweet in G8:
[24] next,week
[24] week,follow
[24] follow,#df19
[24] #df19,ll
[24] ll,see
[24] see,read
[24] read,great
[24] great,content
[24] content,coming
[24] coming,out

Top Word Pairs in Tweet in G9:
[14] salesforce,mvp
[13] marketing,cloud
[10] #dreamforce,#df19
[10] moving,marketing
[10] セールスフォース,ドットコムとの戦略的パートナーシップを拡大
[10] ドットコムとの戦略的パートナーシップを拡大,#azure
[10] #azure,利用や
[10] 利用や,#teams
[10] #teams,との連携など
[10] との連携など,お客様の生産性向上を支援します

Top Word Pairs in Tweet in G10:
[15] google,cloud
[15] microsoft,azure
[12] webtextdotcom,bring
[12] bring,#salesforce
[12] #salesforce,#crm
[12] #crm,users
[12] users,additional
[12] additional,channels
[12] channels,sms
[12] sms,text

Top Replied-To
Top Replied-To in Entire Graph:
@salesforce
@dreamforce
@cloudgyani
@benioff
@ravenintell
@sfdckiran
@aviralagarwal2
@trailhead
@daigosweden
@gartner_inc

Top Replied-To in G1:
@xrmlabs

Top Replied-To in G2:
@salesforce
@pletratechnolo2
@polsource
@dreamforce
@microsoft
@rootstockmfg
@benioff

Top Replied-To in G3:
@trailhead
@sfdckiran
@aviralagarwal2
@salesforceuk
@sklardie
@chriswhermen
@laronmarkets__c
@matk62
@techforce_au
@vickihenry63

Top Replied-To in G4:
@dreamforce
@daigosweden
@ravenintell
@appexchange
@salesforceorg
@partnerforce
@jackieforce

Top Replied-To in G5:
@cloudgyani
@emilyewitt
@mulesoft

Top Mentioned
Top Mentioned in Entire Graph:
@salesforce
@barnambora
@dreamforce
@trailhead
@salesforcedevs
@arnoldokleider
@salesforceorg
@benioff
@appexchange
@eternussolution

Top Mentioned in G1:
@nour21174929
@josh_d_matthews
@freeusaquotes
@dannydechi
@fastslowmotion
@geopointe
@squirro
@blogforce900
@techzinebe
@sefeko_realtime

Top Mentioned in G2:
@salesforce
@barnambora
@microsoftteams
@servicecloud
@salescloud
@polsource
@systemsoft_tech
@stratoflow
@azure
@microsoft

Top Mentioned in G3:
@salesforcedevs
@trailhead
@salesforce
@supermumsglobal
@benioff
@salesforceadmns
@vinayforce
@kavindrapatel
@swbjoyce
@btaylor

Top Mentioned in G4:
@dreamforce
@salesforce
@partnerforce
@appexchange
@salesforceorg
@docusign
@charlieisaacs
@headincloudinc
@lissa0977
@trailhead

Top Mentioned in G5:
@eternussolution
@dataarchiva
@mulesoft
@thecube
@ripgerber
@vlocity
@jefffrick
@anaplan
@salesforce
@punesfdc

Top Mentioned in G6:
@arnoldokleider
@jamilahmed_16
@satish9sati
@moomettes
@k2partnering
@salesgarners
@bolt_today
@rltech_agency
@tangercg
@devjonathanc_

Top Mentioned in G7:
@timothy_hughes
@dlaignite
@techcrunch
@jbarbosapr
@ron_miller
@audreydesisto
@antgrasso
@shanebrighton
@sarbjeetjohal

Top Mentioned in G8:
@michaeldavis777
@maheshsmasher
@sfdgvemana
@theshwetagupta
@salesforce
@dreamforce
@benioff

Top Mentioned in G9:
@cyril_louis
@mskkpr
@lebigdata_fr
@virtual_ciso
@dieffrei
@genevasfdg
@pelicanlaurich
@marietourne
@imauriquot
@sharepointswiss

Top Mentioned in G10:
@evankirstel
@nexmo
@webtextdotcom
@bcstrat
@aspectsoftware
@vonage
@salesforce
@zdnet
@neuraflash_
@newvoicemedia

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@marcodacostafx
@javascriptd
@nosqldigest
@gamergeeknews
@southwestair
@evankirstel
@chidambara09
@schestowitz

Top Tweeters in G1:
@csa_dvillamizar
@financialbuzz
@kobmaxqueen
@abc7newsbayarea
@itrackr_fr
@emeryvillematty
@techjunkiejh
@sho7650
@toptechin2019
@newsinvideos

Top Tweeters in G2:
@sectest9
@javascriptd
@nosqldigest
@aaroncuddeback
@businessinsider
@santchiweb
@andrewmorrisuk
@100xcode
@fortunemagazine
@taieb_bot

Top Tweeters in G3:
@gamergeeknews
@edgametec
@dreammex
@zacharyjeans
@jeffsheehan
@kaabwe
@theketan2
@alanlepo
@atul31gupta
@kavindrapatel

Top Tweeters in G4:
@kotaknaren
@jetblue
@saminhim
@rwang0
@slackhq
@fmfrancoise
@zimmermann_st
@moneycab
@jaguilam2003
@charlieisaacs

Top Tweeters in G5:
@xzpwedvhhh37i3c
@google
@thecube
@jefffrick
@stu
@akamai
@anaplan
@benjohn987
@beckymotivates
@mulesoft

Top Tweeters in G6:
@chidambara09
@codernotesbot
@cybersec_feeds
@moomettes
@xaelbot
@akdm_bot
@jayeshmthakur
@bubbles4tw
@gamedev_rt
@bestfin1

Top Tweeters in G7:
@arkangelscrap
@mulher_noticia
@grattonboy
@timothy_hughes
@grattongirl
@darrenculbreath
@shellykramer
@techcrunch
@edwingsalas
@ron_miller

Top Tweeters in G8:
@grigortw
@max_lyashko
@jagan_ns_
@michaeldavis777
@babbstraus
@mcluhanmarshall
@forwardmachine
@goodejaspar
@theshwetagupta
@mapforthat

Top Tweeters in G9:
@inuwashi_10
@shinji_iida
@saitokoichi
@francedevops
@tyoshikawa1106
@thecloudsumo
@miya3
@mirygoaround
@sharepointswiss
@madisonkayltd

Top Tweeters in G10:
@evankirstel
@richsimmondsza
@cnbc
@colorstreamedia
@padididit
@mjoehlerich
@thehipposhoe
@zdnet
@ene3112
@silentseawolf


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