#df19, Twitter, 11/13/2019 9:14:01 AM, 216273


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#df19_2019-11-13_00-03-11.xlsx
#df19_2019-11-13_00-03-11.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 13, 2019
Short Description:
#df19 via NodeXL http://bit.ly/36XH6l4
@dreamforce
@salesforce
@docusign
@rwang0
@essentials
@appexchange
@trailhead
@jmmougeolle
@benioff
@martinhoyes

Top hashtags:
#df19
#salesforce
#dreamforce
#roadtodf19
#dreamforce2019
#dreamforce19
#appy
#smb
#salesforceohana

Description:
Description
The graph represents a network of 3,638 Twitter users whose recent tweets contained "#df19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 13 November 2019 at 08:26 UTC.

The tweets in the network were tweeted over the 8-day, 17-hour, 45-minute period from Monday, 04 November 2019 at 14:28 UTC to Wednesday, 13 November 2019 at 08:13 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 : 3638
Unique Edges : 8871
Edges With Duplicates : 7089
Total Edges : 15960
Self-Loops : 1624
Reciprocated Vertex Pair Ratio : 0.0554521001448376
Reciprocated Edge Ratio : 0.105077435796903
Connected Components : 336
Single-Vertex Connected Components : 263
Maximum Vertices in a Connected Component : 3145
Maximum Edges in a Connected Component : 15228
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.365279
Graph Density : 0.000771044286601137
Modularity : 0.403169
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,638 Twitter users whose recent tweets contained "#df19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 13 November 2019 at 08:26 UTC.

The tweets in the network were tweeted over the 8-day, 17-hour, 45-minute period from Monday, 04 November 2019 at 14:28 UTC to Wednesday, 13 November 2019 at 08:13 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 : TwitterSearch
Graph Term : #df19
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
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[49] https://www.pwc.com/us/dreamforce2019?WT.mc_id=CT1-PL52-DM2-TR1-LS2-ND30-TTA9-CN_Dreamforce2019-&eq=CT1-PL52-DM2-CN_Dreamforce2019
[44] http://r.socialstudio.radian6.com/bfb92a45-49b9-44a2-b2af-ace87ef34736
[41] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BJA7QAO
[25] https://www.jadeglobal.com/events/dreamforce19
[24] https://www.salesforce.com/form/dreamforce/df19-live/
[24] https://www.salesforce.com/dreamforce/why-attend/#watch
[20] https://medium.com/@SalesforceAmy/5-self-care-packing-tips-for-dreamforce-35110e8dba53
[18] https://ringcentral.appointlet.com/s/ringcentral-at-dreamforce
[16] https://www.slideshare.net/Dreamforce/dreamforce-19-campus-map
[15] https://www.govevents.com/Salesforce-DreamforceNov20-SM/

Top URLs in Tweet in G1:
[27] https://www.pwc.com/us/dreamforce2019?WT.mc_id=CT1-PL52-DM2-TR1-LS2-ND30-TTA9-CN_Dreamforce2019-&eq=CT1-PL52-DM2-CN_Dreamforce2019
[26] http://r.socialstudio.radian6.com/bfb92a45-49b9-44a2-b2af-ace87ef34736
[24] https://www.salesforce.com/dreamforce/why-attend/#watch
[19] https://medium.com/@SalesforceAmy/5-self-care-packing-tips-for-dreamforce-35110e8dba53
[16] https://www.salesforce.com/form/dreamforce/df19-live/
[13] https://sfdc.co/DF19-tbc-admins
[11] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BJ9pQAG
[11] https://www.slideshare.net/Dreamforce/dreamforce-19-campus-map
[11] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BJA7QAO
[9] https://appexchange.salesforce.com/appxContentListingDetail?listingId=a0N3A00000FMkSlUAL

Top URLs in Tweet in G2:
[8] https://shipperhq.com/dreamforce?utm_source=twitter&utm_medium=organic_social
[7] https://www.eventbrite.ca/e/saas-connect-cocktails-during-dreamforce-tickets-77512135885
[6] https://sfdc.co/PardotSuperSession
[5] https://intotheblue.splashthat.com/
[5] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BJA8QAO
[4] https://www.cirrusinsight.com/blog/2019-dreamforce-sessions
[4] https://appirio.com/dreamforce-2019?utm_source=twitter&utm_medium=organic&utm_campaign=fy20_dreamforce2019_meetings
[4] http://e.horizontalintegration.com/WomeninTechPanel
[4] https://go.oncehub.com/pardotexperts
[4] https://dreamforcenetworkingevent.splashthat.com/

Top URLs in Tweet in G3:
[7] https://secure.givelively.org/event/pepup-tech/pepup-tech-2019-2020-capital-campaign/dreamforce-2019-karaoke-for-a-cause
[6] http://r.socialstudio.radian6.com/bfb92a45-49b9-44a2-b2af-ace87ef34736
[6] https://www.bluewolf.com/bluewolf-now/who-look-dreamforce-2019
[5] http://r.socialstudio.radian6.com/72ae27af-2a84-4c4b-b23a-91b527e0505c
[5] https://twitter.com/Dreamforce/status/1194034610017058818
[5] https://www.bluewolf.com/bluewolf-now/how-experience-ibm-garage-dreamforce
[5] https://success.salesforce.com/sessions?eventId=a1Q3A000026slov#/session/a2q3A000002BGaFQAW
[5] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ&__s=xxxxxxx&utm_source=drip&utm_medium=email&utm_campaign=Metazoa+Newsletter+-+Issue+3,+Dreamforce+Edition%C2%A0#/session/a2q3A000002BHAhQAO
[5] https://calendly.com/noelguzman/dreamforce-19-demo
[4] https://twitter.com/Dreamforce/status/1192479491307823105

Top URLs in Tweet in G4:
[19] https://www.pwc.com/us/dreamforce2019?WT.mc_id=CT1-PL52-DM2-TR1-LS2-ND30-TTA9-CN_Dreamforce2019-&eq=CT1-PL52-DM2-CN_Dreamforce2019
[9] https://www.pwc.com/us/dreamforce2019?WT.mc_id=CT1-PL50-DM2-TR1-LS2-ND30-TTA9-CN_Dreamforce2019-&eq=CT1-PL50-DM2-CN_Dreamforce2019
[5] http://optimizely.com/salesforce?utm_source=GaggleAMP&utm_medium=Twitter_GaggleAMP&utm_campaign=dreamforce&utm_content=optimizely-at-dreamforce-httpgagglfdmsqc-2193762
[4] https://twitter.com/Dreamforce/status/1189560106914078720
[3] https://clicktotweet.com/Q5KaX+
[3] https://www.salesforce.com/blog/2019/11/dreamforce-salesforce-live-schedule.html
[2] https://www.xvoyant.com/resources/five-tips-to-get-the-most-out-of-dreamforce/?utm_source=twitter&utm_medium=social&utm_campaign=xvoyant+blog&utm_term=creation&utm_content=Five+Tips+to+Get+the+Most+Out+of+Dreamforce
[2] https://www.salesforce.com/blog/2019/11/what-not-to-miss-industries.html
[2] https://salesenablement.pro/events/sales-enablement-soiree/#workshops-tab
[2] http://r.socialstudio.radian6.com/bfb92a45-49b9-44a2-b2af-ace87ef34736

Top URLs in Tweet in G5:
[28] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BJA7QAO
[6] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BJA8QAO
[5] http://www.salesforce.com/video/7490464/
[5] https://twitter.com/takahito0508/status/1192230805105336320
[4] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BJIDQA4
[3] http://r.socialstudio.radian6.com/7c800cda-e17e-4158-846f-397eb58d591c
[3] https://twitter.com/hovsarikke/status/1192038243052724225
[3] http://r.socialstudio.radian6.com/09e9097f-50ed-43a9-a90e-e1c59ca65f20
[3] http://r.socialstudio.radian6.com/cb39b445-a797-42d7-b784-e952dabf920a
[3] https://www.salesforce.com/video/7490464/

Top URLs in Tweet in G6:
[14] https://redthread.sjc1.qualtrics.com/jfe/form/SV_ezxWNcjO62wCeax
[11] https://twitter.com/martinhoyes/status/1170479392914436096
[6] https://www.edcast.com/corp/summit-2019/
[6] https://www.salesforce.com/form/dreamforce/df19-live/
[5] https://www.eternussolutions.com/dreamforce-event/
[4] https://www.persistent.com/dreamforce/?utm_source=twitter.com&utm_medium=Social&utm_campaign=Dreamforce
[3] https://twitter.com/FmFrancoise/status/1191807389391097858
[3] http://s.ravenpeerreview.com/s3/ee0ad8b07d58
[3] https://twitter.com/alanlepo/status/1185301543450501120
[2] https://go.medallia.com/NA_RedThread_Webinar_LP.html?utm_medium=Organic-Social&utm_source=LinkedIn&utm_campaign=Social-Oct-19*2019-Scaled-NA&utm_content=Webinar&utm_term=RedThread

Top URLs in Tweet in G7:
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.clause.io%2Fclause-at-dreamforce-2019-65ae2ad193a3
[3] https://elements.cloud/DF19
[3] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BKgIQAW
[2] https://twitter.com/partnerforce/status/1194276218897612800
[2] https://twitter.com/Dreamforce/status/1192479491307823105
[2] https://www.polsource.com/dreamforce19/
[2] https://trailhead.salesforce.com/en/content/learn/superbadges/superbadge_business_specialist
[2] https://twitter.com/Benioff/status/1193922887444361216
[2] http://df19.merivis.org/signup
[2] https://www.salesforce.com/company/news-press/stories/2019/11/sheldon-simmons-trailhead-military/

Top URLs in Tweet in G8:
[6] https://www.eventbrite.com/e/amplifydreamforce-breakfast-tickets-77647990229
[5] https://weareamplify.squarespace.com/blog/amplifydf19-community-sessions
[5] https://www.salesforce.org/at-dreamforce-2019-its-all-about-the-keynotes/
[5] https://www.salesforce.org/your-guide-to-dreamforce-2019-parties-from-salesforce-org/
[4] https://engagementparty.secure.nonprofitsoapbox.com/engagement-party-2019
[4] https://spekit.co/dreamforce/
[4] https://www.linkedin.com/slink?code=gi9ZGdi
[4] https://www.accountingseed.com/2019/10/28/dreamforce-2019-4-reasons-to-visit-accounting-seed/
[3] https://twitter.com/Dreamforce/status/1191890496425205760
[3] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BL3vQAG

Top URLs in Tweet in G9:
[14] https://offers.insightsquared.com/dreamforce-2019.html?utm_medium=social-owned&utm_source=twitter&utm_campaign=dreamforce-book-meeting
[7] http://engagio.com/dreamforce
[5] https://www.newvoicemedia.com/dreamforce/?utm_source=TW&utm_medium=social&utm_campaign=dreamforce-2019&utm_content=n/a&CMP=SOC-ORG-VONAGE-TW-NATIVE-CONTACTCENTER-OTHER&linkId=76659141
[3] https://www.optimizely.com/resources/dreamforce-customer-cabana/?utm_source=partner&utm_medium=referral&utm_campaign=Tealium
[3] https://www.newvoicemedia.com/dreamforce/?utm_source=TW&utm_medium=social&utm_campaign=dreamforce-2019&utm_content=n/a&CMP=SOC-ORG-VONAGE-TW-NATIVE-CONTACTCENTER-OTHER&linkId=76594279
[3] https://sendoso.com/dreamforce2019
[3] https://sendoso.com/dreamforce2019/
[3] https://www.vonage.com/business/resources/newsroom/vonage-stories/vonage-nvm-df19/
[2] https://www.vonage.com/business/resources/newsroom/vonage-stories/vonage-nvm-df19/?CMP=SOC-ORG-NEXMO-TW-NATIVE-VONAGESTORIES-OTHER&linkId=76709301
[2] https://info.gearsautomation.com/l/102712/2019-11-12/861mq8/2487

Top URLs in Tweet in G10:
[5] https://k2partnering.com/dreamforce-2019/
[5] https://success.salesforce.com/m_sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BGoQQAW
[3] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BJX3QAO
[2] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BJOkQAO
[1] https://success.salesforce.com/m_sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BKGiQAO
[1] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BKLTQA4
[1] https://twitter.com/pelicanlaurich/status/1194319189357539328
[1] http://r.socialstudio.radian6.com/ad05fa1a-f946-4fed-b456-cb416ed204d1
[1] https://twitter.com/carnage4life/status/1193350068079747072
[1] https://vimeo.com/371038748

Top Domains
Top Domains in Tweet in Entire Graph:
[665] salesforce.com
[515] twitter.com
[321] radian6.com
[189] linkedin.com
[85] dy.si
[74] sfdc.co
[69] smh.re
[63] pwc.com
[48] jadeglobal.com
[39] splashthat.com

Top Domains in Tweet in G1:
[282] salesforce.com
[140] radian6.com
[133] twitter.com
[33] sfdc.co
[27] pwc.com
[24] linkedin.com
[24] dy.si
[23] medium.com
[16] ownbackup.com
[11] slideshare.net

Top Domains in Tweet in G2:
[63] twitter.com
[56] salesforce.com
[47] radian6.com
[27] sfdc.co
[26] thespotforpardot.com
[13] splashthat.com
[9] appirio.com
[9] eventbrite.ca
[8] linkedin.com
[8] shipperhq.com

Top Domains in Tweet in G3:
[45] salesforce.com
[29] ceptes.com
[28] twitter.com
[28] bluewolf.com
[24] radian6.com
[9] capgemini.com
[9] dy.si
[8] calendly.com
[7] givelively.org
[7] tcs.com

Top Domains in Tweet in G4:
[86] linkedin.com
[49] dy.si
[35] salesforce.com
[28] pwc.com
[27] twitter.com
[8] pbynd.co
[5] optimizely.com
[5] bit.ly
[4] clicktotweet.com
[4] nttdata.com

Top Domains in Tweet in G5:
[88] salesforce.com
[65] radian6.com
[46] twitter.com
[14] linkedin.com
[7] youtube.com
[5] splashthat.com
[4] okt.to
[3] cloud4good.com
[2] sfdc.co
[1] medium.com

Top Domains in Tweet in G6:
[82] twitter.com
[57] smh.re
[24] salesforce.com
[22] linkedin.com
[14] qualtrics.com
[10] radian6.com
[6] edcast.com
[6] quip.com
[6] eternussolutions.com
[5] whatfix.com

Top Domains in Tweet in G7:
[21] twitter.com
[19] salesforce.com
[4] medium.com
[3] docusign.com
[3] elements.cloud
[3] polsource.com
[2] youtube.com
[2] merivis.org
[2] computerfutures.com
[2] linkedin.com

Top Domains in Tweet in G8:
[27] salesforce.com
[18] twitter.com
[15] salesforce.org
[10] eventbrite.com
[10] formassembly.com
[9] linkedin.com
[8] radian6.com
[7] idealistconsulting.com
[5] squarespace.com
[4] nonprofitsoapbox.com

Top Domains in Tweet in G9:
[14] newvoicemedia.com
[14] insightsquared.com
[13] sendoso.com
[12] vonage.com
[9] optimizely.com
[7] engagio.com
[5] twitter.com
[4] demandbase.com
[3] gearsautomation.com
[2] nexmo.com

Top Domains in Tweet in G10:
[18] salesforce.com
[6] twitter.com
[5] k2partnering.com
[1] radian6.com
[1] vimeo.com
[1] slideshare.net
[1] youtube.com
[1] shirtforce.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6040] df19
[537] salesforce
[523] dreamforce
[224] roadtodf19
[173] dreamforce2019
[159] dreamforce19
[131] appy
[116] smb
[99] salesforceohana
[95] stop



Top Hashtags in Tweet in G1:
[1932] df19
[133] salesforce
[115] appy
[105] dreamforce
[89] roadtodf19
[50] trailblazercommunity
[43] mytrailblazerstory
[41] awesomeadmin
[25] salesforceohana
[22] digitaltransformation

Top Hashtags in Tweet in G2:
[707] df19
[55] dreamforce
[53] cce2019
[26] b2bbash
[24] salesforce
[19] goappirio
[19] intotheblue
[14] awsreinvent
[13] roadtodf19
[13] dreamforce2019

Top Hashtags in Tweet in G3:
[690] df19
[95] stop
[83] dreamforce
[75] salesforce
[62] dreamforce19
[47] salesforceohana
[29] dreamforce2019
[14] cx
[11] dreamforcefacts
[11] customerexperience

Top Hashtags in Tweet in G4:
[349] df19
[40] salesforce
[30] dreamforce
[14] cx
[14] mycompany
[13] dreamforce2019
[11] digitaltransformation
[9] roadtodf19
[8] customerexperience
[6] sales

Top Hashtags in Tweet in G5:
[481] df19
[105] smb
[56] smbtrailblazer
[30] einsteinanalytics
[23] smallbiz
[22] analyticschampions
[20] datatribe
[16] successforall
[15] analyticsknowledgeshare
[15] einsteinsmart

Top Hashtags in Tweet in G6:
[330] df19
[55] hrtech
[53] peopleanalytics
[52] pafow
[46] futureofwork
[46] oow19
[43] hrtechconf
[41] salesforce
[39] hcmcloud
[35] unleash19

Top Hashtags in Tweet in G7:
[193] df19
[22] salesforce
[16] roadtodf19
[8] dreamforce
[7] simplus
[6] vetplus
[6] merivisdf19
[5] polsource
[5] vetforce
[5] mytrailblazerstory

Top Hashtags in Tweet in G8:
[245] df19
[24] dreamforce
[20] salesforce
[15] amplifydf19
[14] trailblazer
[9] highered
[8] dreamforce2019
[8] engageparty
[8] popularhighlights
[6] demojam

Top Hashtags in Tweet in G9:
[133] df19
[33] dreamforce
[19] salesforce
[16] ceo
[15] dreamforce2019
[12] cctr
[12] abm
[11] b2b
[9] cx
[7] marketing

Top Hashtags in Tweet in G10:
[78] df19
[14] salesforce
[7] lightningwebcomponents
[5] mytrailblazerstory
[3] dreamforce
[2] mobile
[2] equalityforall
[2] womenintech
[2] ironcoder
[1] astro

Top Words
Top Words in Tweet in Entire Graph:
[7318] Words in Sentiment List#1: Positive
[1885] Words in Sentiment List#2: Negative
[16] Words in Sentiment List#3: Angry/Violent
[200338] Non-categorized Words
[209541] Total Words
[7916] #df19
[2711] dreamforce
[1809] salesforce
[1089] learn
[1087] out

Top Words in Tweet in G1:
[2472] #df19
[893] dreamforce
[403] salesforce
[355] join
[334] keynote
[283] see
[278] out
[274] session
[264] here
[235] more

Top Words in Tweet in G2:
[1012] #df19
[392] dreamforce
[180] salesforce
[179] b2b
[170] join
[158] out
[145] marketing
[110] pardot
[102] more
[98] check

Top Words in Tweet in G3:
[818] #df19
[471] salesforce
[288] dreamforce
[267] learn
[230] out
[208] event
[206] customers
[194] year
[184] together
[181] list

Top Words in Tweet in G4:
[349] #df19
[115] dreamforce
[73] join
[68] salesforce
[53] out
[44] see
[43] team
[41] learn
[40] #salesforce
[39] time

Top Words in Tweet in G5:
[573] #df19
[205] keynote
[129] salesforce
[119] dreamforce
[118] here
[116] #smb
[113] #smbtrailblazer
[107] see
[95] success
[93] out

Top Words in Tweet in G6:
[523] #df19
[173] dreamforce
[104] #oow19
[98] sessions
[97] #hrtechconf
[91] david_green_uk
[89] #hrtech
[85] more
[85] #salesforce
[84] learn

Top Words in Tweet in G7:
[388] #df19
[186] salesforce
[161] more
[144] experience
[142] customers
[141] docusign
[138] partners
[134] business
[134] better
[132] agreement

Top Words in Tweet in G8:
[333] #df19
[170] dreamforce
[65] salesforce
[53] #amplifydf19
[51] amplify
[47] salesforceorg
[42] session
[39] register
[39] out
[39] amplifyngo

Top Words in Tweet in G9:
[171] #df19
[52] vonage
[45] learn
[39] more
[36] experience
[33] #dreamforce
[31] dreamforce
[28] up
[26] see
[26] excited

Top Words in Tweet in G10:
[95] #df19
[35] dreamforce
[31] join
[27] #salesforce
[22] session
[20] app
[18] salesforce
[16] mobile
[16] #dreamforce
[15] up

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[428] check,out
[305] dreamforce,#df19
[282] next,week
[272] learn,more
[242] event,year
[233] list,#df19
[223] learn,salesforce
[219] #df19,updates
[214] brings,companies
[214] companies,customers

Top Word Pairs in Tweet in G1:
[140] check,out
[121] dreamforce,#df19
[103] next,week
[75] agenda,builder
[74] future,takes
[70] center,stage
[69] #appy,#df19
[69] takes,center
[65] don,t
[63] learn,more

Top Word Pairs in Tweet in G2:
[93] check,out
[51] b2b,marketer's
[40] heading,#df19
[37] dreamforce,#df19
[37] new,ceo
[37] learn,more
[37] ceo,adamblitzer
[36] #df19,beyond
[36] blue,b2b
[35] drumroll,please

Top Word Pairs in Tweet in G3:
[177] event,year
[175] learn,salesforce
[173] list,#df19
[171] #df19,updates
[171] brings,companies
[171] companies,customers
[171] customers,together
[171] together,event
[169] updates,learn
[169] salesforce,brings

Top Word Pairs in Tweet in G4:
[30] check,out
[23] book,time
[22] #df19,see
[21] time,meet
[18] welcome,reception
[17] tuesday,november
[17] november,19
[16] 70,digital
[16] digital,transformations
[16] transformations,fail

Top Word Pairs in Tweet in G5:
[78] #smb,keynote
[53] someone,need
[50] meal,someone
[42] donate,meal
[41] #df19,#smb
[38] einstein,analytics
[38] attending,#df19
[37] joins,shares
[36] shares,livestream
[35] https,t

Top Word Pairs in Tweet in G6:
[50] #oow19,#oow
[39] dreamforce,2019
[39] attending,#df19
[35] redthreadre,staciagarr
[35] staciagarr,aladamsen
[35] aladamsen,david_green_uk
[35] staciagarr,redthreadre
[32] #dreamforce,#df19
[31] david_green_uk,#pafow
[29] #pafow,staciagarr

Top Word Pairs in Tweet in G7:
[129] salesforce,#df19
[128] business,faster
[128] faster,greener
[128] greener,more
[128] more,cost
[128] cost,efficiently
[128] efficiently,better
[128] better,experience
[128] experience,customers
[128] customers,employees

Top Word Pairs in Tweet in G8:
[33] celebrate,vibrant
[33] vibrant,connections
[27] idealistconsult,iatspayments
[27] iatspayments,soapboxengage
[20] 11,21
[20] proceeds,donated
[20] dreamforce,#df19
[18] register,today
[18] #amplifydf19,#amplifyconnect
[18] #amplifyconnect,#df19

Top Word Pairs in Tweet in G9:
[24] learn,more
[17] vonage,#df19
[17] maximize,experience
[16] see,vonage
[16] #df19,maximize
[16] experience,#salesforce
[16] #salesforce,#dreamforce
[16] #dreamforce,hear
[16] hear,vonage
[16] vonage,#ceo

Top Word Pairs in Tweet in G10:
[12] check,out
[12] #salesforce,#mobile
[10] mobile,app
[9] speaking,#df19
[8] #df19,learn
[8] new,dreamforce
[8] dreamforce,mobile
[8] app,absolutely
[8] absolutely,amazing
[8] amazing,check

Top Replied-To
Top Replied-To in Entire Graph:
@appexchange
@salesforce
@redthreadre
@dreamforce
@benioff
@daigosweden
@absyz
@ravenintell
@salesforceadmns
@wordpressdotcom

Top Replied-To in G1:
@appexchange
@benioff
@witdevs
@dreamforce
@salesforce
@fonteva
@salesforceadmns
@salesforce_labs
@trailhead
@stickermule

Top Replied-To in G2:
@appexchange
@gssahni
@dreamforce
@rwang0
@sodakforce
@mpmorris36
@danieljpeter
@itprotv
@mikemartin__c
@benioff

Top Replied-To in G3:
@salesforce
@mepradips
@sumamoos
@may15thprophecy
@varnatas
@depeekii
@smplicityco
@haroldsinnott
@kareanderson
@collinz

Top Replied-To in G5:
@essentials
@salesforce
@appexchange
@partnerforce
@trailhead
@salesforceadmns
@lauriemccabe
@servicecloud
@lauranorsf
@learnvizwithme

Top Replied-To in G6:
@redthreadre
@daigosweden
@ravenintell
@exchangeseva
@edcast
@ihrim
@oprah
@david_green_uk
@salesforce
@itsaksinha

Top Replied-To in G7:
@vickihenry63
@salesforce
@dreamforce
@skye_force
@chriswhermen
@hectorperezjr
@roger__miranda
@travonlbrown
@amir_theauthor
@labourmovementg

Top Replied-To in G8:
@dreamforce
@appexchange
@johnsonkathiec
@brctweets
@salesforceamy
@dougdunfee
@salesforceorg
@tim_cook
@salesforceadmns
@matmorris

Top Replied-To in G10:
@muenzpraeger
@robertvg
@gcardax
@cherfeldman
@davidfekke

Top Mentioned
Top Mentioned in Entire Graph:
@dreamforce
@salesforce
@appexchange
@trailhead
@salesforceadmns
@pardot
@benioff
@essentials
@partnerforce
@mulesoft

Top Mentioned in G1:
@dreamforce
@salesforce
@appexchange
@trailhead
@salesforceadmns
@benioff
@parkerharris
@salesforcedevs
@ksehines1
@swbjoyce

Top Mentioned in G2:
@dreamforce
@salesforce
@pardot
@appirio
@rwang0
@adamblitzer
@constellationr
@techcrunch
@zoominfo
@sercantellc

Top Mentioned in G3:
@salesforce
@dreamforce
@vlocity
@pepuptech
@deloittedigital
@tech_mahindra
@fritolay
@caixabank
@salesforcedevs
@merkle

Top Mentioned in G4:
@technomile

Top Mentioned in G5:
@essentials
@dreamforce
@salesforce
@sforceanalytics
@partnerforce
@zerocater
@appexchange
@salesforceadmns
@peptalkher
@meggiepalmer

Top Mentioned in G6:
@dreamforce
@mulesoft
@david_green_uk
@staciagarr
@aladamsen
@ihrim
@myhrfuture
@salesforce
@bmwgroup
@quip

Top Mentioned in G7:
@dreamforce
@salesforce
@merivisvets
@vetforce
@salesforcemil
@hiringourheroes
@elements_cloud
@annweeby
@pepuptech

Top Mentioned in G8:
@dreamforce
@salesforceorg
@amplifyngo
@salesforce
@idealistconsult
@iatspayments
@soapboxengage
@moglisms
@formassembly
@sfdopartners

Top Mentioned in G9:
@vonage
@newvoicemedia
@engagio
@sendosohq
@salesloft
@gearscrm
@demandbase
@temple_sf
@dreamforce
@salesforce

Top Mentioned in G10:
@dreamforce
@kevinota
@nodejs
@bbarsf
@tahir_farhan
@friism
@assafbengur
@heatherldykstra
@ryanebohm
@elias_dayeh

Top Tweeters
Top Tweeters in Entire Graph:
@united
@gamergeeknews
@marciojmsilva
@evankirstel
@raybae689
@chidambara09
@kotaknaren
@stevejacksonva
@ronthornton
@santchiweb

Top Tweeters in G1:
@marciojmsilva
@jdjongumzidenga
@sneurgaonkar
@mjoehlerich
@andytoronto
@analucianovak
@ankitc265
@nick_zen
@burtsbees
@studentforce

Top Tweeters in G2:
@valaafshar
@alaskaair
@rwang0
@quick13
@_steve3_
@tigho
@techcrunch
@isocialfanz
@mediapython
@zacharyjeans

Top Tweeters in G3:
@kotaknaren
@analyticaglobal
@jannymir
@sonny_scroggins
@onang_pribadi
@tribilintoby
@asaptweetme
@gingercatgames
@explosions2019
@donmarie2018

Top Tweeters in G4:
@jodiem
@blackpowerbunny
@czajkowski
@justinherman
@carlosowna2
@richard_y
@twilio
@insights_social
@tonyalfidi
@mpusto

Top Tweeters in G5:
@gamergeeknews
@thebayzdonyae
@18akgoyal
@fleejack
@starbucks
@krishna25383438
@race2diversity
@iamelvismvoi
@rieva
@brianmoran

Top Tweeters in G6:
@dmanujarch
@juliebhunt
@_reactdev
@socentlive
@hrdigitalbe
@aarp
@alanlepo
@rohitkhirraiyya
@vmware
@boina92

Top Tweeters in G7:
@raybae689
@stevejacksonva
@ronthornton
@craybo23
@williamlharbuck
@elisahe50385624
@sahara57700523
@stfuimtweetn0_o
@mollyshea_shea
@mahermahert

Top Tweeters in G8:
@figvilleusa
@airbnb
@hello_ladywhite
@penguinrandom
@ryanlouie
@amazon
@opentable
@commonsense
@glidesf
@dscheinm

Top Tweeters in G9:
@evankirstel
@richsimmondsza
@colorstreamedia
@padididit
@thehipposhoe
@bcstrat
@oem_repair
@classpass
@olliewhitfield_
@blueapron

Top Tweeters in G10:
@miketrose
@bas5min
@toddhalfpenny
@davidfekke
@ysaw
@robertvg
@rogermitchell
@k2partnering
@beth_upton
@ca_peterson