dreamforce, Twitter, 12/20/2020 12:51:22 AM, 243713


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dreamforce_2020-12-19_13-24-07.xlsx
dreamforce_2020-12-19_13-24-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 20, 2020
Short Description:
dreamforce via NodeXL https://bit.ly/3mB19wm
@dreamforce
@salesforce
@appitekbot
@trailhead
@salesforcedevs
@salesforceadmns
@melissahilldees
@benioff
@martinhoyes
@appexchange

Top hashtags:
#dreamtx
#df2u
#dreamforce
#salesforce
#df20
#customer360

Description:
Description
The graph represents a network of 2,129 Twitter users whose tweets in the requested range contained "dreamforce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 19 December 2020 at 21:28 UTC.

The requested start date was Saturday, 19 December 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 48-minute period from Saturday, 05 December 2020 at 01:01 UTC to Saturday, 19 December 2020 at 00:50 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 : 2129
Unique Edges : 4051
Edges With Duplicates : 7470
Total Edges : 11521
Number of Edge Types : 5
Tweet : 1088
Retweet : 2018
MentionsInRetweet : 3305
Mentions : 4401
Replies to : 709
Self-Loops : 1145
Reciprocated Vertex Pair Ratio : 0.057785209959123
Reciprocated Edge Ratio : 0.109256982258914
Connected Components : 340
Single-Vertex Connected Components : 278
Maximum Vertices in a Connected Component : 1644
Maximum Edges in a Connected Component : 10863
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.829325
Graph Density : 0.00125659086655107
Modularity : 0.295044
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,129 Twitter users whose tweets in the requested range contained "dreamforce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 19 December 2020 at 21:28 UTC.

The requested start date was Saturday, 19 December 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 48-minute period from Saturday, 05 December 2020 at 01:01 UTC to Saturday, 19 December 2020 at 00:50 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 : dreamforce
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:
[131] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=AMER,Dreamforce,English,Video
[112] https://www.salesforce.com/dreamforce/
[30] https://twitter.com/i/events/1331212469876842503
[27] http://www.salesforce.com/dreamforce/DF13/
[24] https://www.bebee.com/producer/@john-white/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy
[17] http://r.socialstudio.radian6.com/a7ae6b18-d471-4616-9651-a8691db25c44
[14] https://www.sevaxapp.com/
[10] https://twitter.com/FwdHumanity/status/1328104822982098944
[8] https://hicglobalsolutions.com/blog/dreamforce-keynote-2020/
[8] https://hicglobalsolutions.com/blog/salesforce-hyperforce-the-shift-to-major-public-clouds/

Top URLs in Tweet in G1:
[70] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=AMER,Dreamforce,English,Video
[43] https://www.salesforce.com/dreamforce/
[11] http://www.salesforce.com/dreamforce/DF13/
[9] http://r.socialstudio.radian6.com/a7ae6b18-d471-4616-9651-a8691db25c44
[8] https://www.salesforce.com/dreamforce/dreamtx-channel-5/
[8] https://t.co/7T9E4NgFr4
[6] https://www.journaldunet.com/solutions/dsi/1496041-dreamforce-salesforce-se-lance-dans-le-robotic-process-automation/
[4] https://twitter.com/dreamforce/status/1337457320222203906
[2] http://www.salesforce.com/dreamforce/
[2] http://r.socialstudio.radian6.com/f7f18fe1-26af-4641-ab7b-4aca6791b065

Top URLs in Tweet in G2:
[20] https://twitter.com/i/events/1331212469876842503
[20] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=AMER,Dreamforce,English,Video
[6] https://www.salesforce.com/dreamforce/
[4] http://www.salesforce.com/dreamforce/DF13/
[3] https://www.eventbrowse.com/the-best-online-events-in-the-us-today/
[3] https://www.youtube.com/watch?v=Zn0ls966rFE&feature=youtu.be

[3] https://www.extentia.com/dreamforce
[3] https://sdodemo-main-166ce2cf6b6-172-175bd28be55.force.com/southeastdf2u/s/
[2] https://okt.to/qTt3U0
[2] https://twitter.com/Dreamforce/status/1338967137755553801?s=20

Top URLs in Tweet in G3:
[31] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=AMER,Dreamforce,English,Video
[17] https://www.salesforce.com/dreamforce/
[5] http://www.salesforce.com/dreamforce/DF13/
[4] http://r.socialstudio.radian6.com/a7ae6b18-d471-4616-9651-a8691db25c44
[3] https://twitter.com/Dreamforce/status/1338569330208862208
[3] https://twitter.com/i/events/1331212469876842503
[3] https://twitter.com/Dreamforce/status/1339285838820036608
[3] https://twitter.com/trailhead/status/1338589671178313729
[3] http://www.dreamforce.com/together
[3] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/dream-quest

Top URLs in Tweet in G4:
[14] https://www.salesforce.com/dreamforce/
[14] https://www.bebee.com/producer/@john-white/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy
[6] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=AMER,Dreamforce,English,Video
[6] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&bc=OTH
[5] for
[3] https://twitter.com/salesforce/status/1336422986547560450
[3] https://www.forbes.com/sites/oracle/2020/12/09/customer-experience-is-more-than-sales-3-questions-to-ask-salesforce/?sh=de2423f6ed75
[3] https://twitter.com/Dreamforce/status/1337427232772468738
[2] https://www.instagram.com/accounts/login/
[2] https://www.salesforceben.com/dreamforce-to-you-keynote-round-up-2020-hyperforce-einstein-automate-and-more/

Top URLs in Tweet in G5:
[18] https://www.salesforce.com/dreamforce/
[8] https://hicglobalsolutions.com/blog/salesforce-hyperforce-the-shift-to-major-public-clouds/
[8] https://hicglobalsolutions.com/blog/dreamforce-keynote-2020/
[5] https://cloudadoption.solutions/dreamtx-day-1/
[4] http://www.salesforce.com/dreamforce/DF13/
[4] https://k2partnering.com/k2-blog/dreamforce-to-you-2020-and-the-digital-imperative/
[4] https://pardot.crmscience.com/l/840703/2020-10-23/mkr6zx
[4] https://www.forbes.com/sites/oracle/2020/12/09/customer-experience-is-more-than-sales-3-questions-to-ask-salesforce/?sh=de2423f6ed75
[3] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=AMER,Dreamforce,English,Video
[3] http://r.socialstudio.radian6.com/a7ae6b18-d471-4616-9651-a8691db25c44

Top URLs in Tweet in G6:
[2] https://www.salesforce.com/dreamforce/
[1] https://sfdc.co/CovidEthicalPrinciples
[1] https://sfdc.co/DreamTXInclusiveMarketing
[1] http://www.salesforce.com/dreamforce/DF13/
[1] https://trailblazer.salesforce.com/sessions?eventId=a1Q4V00002DWxkY#/sessions
[1] https://c1.sfdcstatic.com/content/dam/web/en_us/events-master/dreamforcetoyou2020/subpages/df2u-junior-ranger-activity-book.pdf
[1] https://www.salesforce.com/dreamforce/?nc=7013y000001zBq9AAE&d=7013y000002lOrKAAU&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=AMER,Dreamforce,English,Video
[1] https://www.youtube.com/watch?v=BZkd_IutAWw&feature=youtu.be

[1] https://www.cnbc.com/2020/12/03/cramer-salesforce-could-more-than-double-its-value-after-slack-deal.html
[1] https://www.cmswire.com/digital-workplace/salesforces-einstein-automates-workflows-zoom-gets-cozy-with-aws-and-more-digital-workplace-news/?utm_source=twitter.com&utm_medium=social&utm_campaign=cm&utm_content=social-share-sumo

Top URLs in Tweet in G7:
[2] https://www.salesforce.com/dreamforce/
[1] https://twitter.com/marketingcloud/status/1338515419984920577
[1] https://twitter.com/StaceyGCogswell/status/1339242171229233154
[1] https://www.linkedin.com/slink?code=epwnapJ

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=ojb2L9Kbyk4


Top URLs in Tweet in G9:
[14] https://www.sevaxapp.com/
[10] https://twitter.com/FwdHumanity/status/1328104822982098944
[7] https://twitter.com/martinhoyes/status/1334922019058544640
[7] https://twitter.com/martinhoyes/status/1338192129009438722
[4] https://twitter.com/i/events/1331212469876842503
[3] https://twitter.com/martinhoyes/status/1339631715233406982
[2] https://twitter.com/martinhoyes/status/1338992535230840833
[1] https://twitter.com/OmdenaAI/status/1314219341316005888
[1] https://twitter.com/founding/status/1252043073288273922
[1] https://www.salesforce.com/dreamforce/

Top Domains
Top Domains in Tweet in Entire Graph:
[467] salesforce.com
[274] linkedin.com
[246] twitter.com
[153] radian6.com
[41] youtube.com
[25] t.co
[24] bebee.com
[20] swordfish.ai
[17] hicglobalsolutions.com
[14] cloudadoption.solutions

Top Domains in Tweet in G1:
[167] salesforce.com
[42] radian6.com
[42] twitter.com
[24] t.co
[13] linkedin.com
[6] journaldunet.com
[4] capgemini.com
[2] deloi.tt
[2] sforce.co
[2] sforce.com

Top Domains in Tweet in G2:
[56] salesforce.com
[37] twitter.com
[29] radian6.com
[17] linkedin.com
[13] xfilespro.com
[6] youtube.com
[5] sforce.co
[5] westmonroepartners.com
[4] techtarget.com
[3] google.com

Top Domains in Tweet in G3:
[75] salesforce.com
[59] twitter.com
[53] radian6.com
[21] linkedin.com
[4] dreamforce.com
[4] sforce.co
[3] youtube.com
[2] herokuapp.com
[2] 10kview.com
[1] humorseriously.com

Top Domains in Tweet in G4:
[185] linkedin.com
[45] salesforce.com
[19] twitter.com
[14] bebee.com
[7] tweetedtimes.com
[7] youtube.com
[5] radian6.com
[4] lemondeinformatique.fr
[3] google.com
[3] forbes.com

Top Domains in Tweet in G5:
[89] salesforce.com
[37] twitter.com
[31] linkedin.com
[20] swordfish.ai
[19] radian6.com
[17] hicglobalsolutions.com
[15] youtube.com
[14] cloudadoption.solutions
[9] automationchampion.com
[7] crmscience.com

Top Domains in Tweet in G6:
[6] salesforce.com
[2] sfdc.co
[2] twitter.com
[1] sfdcstatic.com
[1] youtube.com
[1] cnbc.com
[1] cmswire.com
[1] businessinsider.com
[1] trailblazercommunitygroups.com

Top Domains in Tweet in G7:
[2] twitter.com
[2] salesforce.com
[1] linkedin.com

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

Top Domains in Tweet in G9:
[38] twitter.com
[14] sevaxapp.com
[3] radian6.com
[2] eversana.com
[1] salesforce.com
[1] 305startup.net
[1] so-share.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1970] dreamtx
[761] df2u
[718] dreamforce
[605] salesforce
[230] df20
[221] customer360
[164] trailblazercommunity
[109] trailhead
[98] marketing
[93] crm



Top Hashtags in Tweet in G1:
[950] dreamtx
[255] df2u
[93] dreamforce
[74] salesforce
[60] trailblazercommunity
[56] df20
[33] customer360
[33] sweepstakes
[25] awesomeadmin
[25] trailhead

Top Hashtags in Tweet in G2:
[205] dreamtx
[128] df2u
[101] dreamforce
[98] customer360
[46] salesforce
[37] df20
[11] getthefutureyouwant
[11] xfilespro
[7] salesforcear
[5] thedatacloud

Top Hashtags in Tweet in G3:
[254] dreamtx
[95] df2u
[40] dreamforce
[31] customer360
[25] salesforce
[13] trailblazercommunity
[11] rt
[8] df20
[7] awesomeadmin
[7] ownchange

Top Hashtags in Tweet in G4:
[114] dreamforce
[90] dreamtx
[65] df2u
[25] salesforce
[22] getthefutureyouwant
[11] contentmarketing
[6] customer360
[6] crm
[4] marketing
[3] dfghosts

Top Hashtags in Tweet in G5:
[295] salesforce
[275] dreamtx
[205] dreamforce
[136] df2u
[54] df20
[37] customer360
[31] dreamforce2020
[26] sales
[22] trailblazer
[22] crm

Top Hashtags in Tweet in G6:
[18] dreamtx
[12] reinvent
[9] dreamforce
[8] salesforce
[6] df20
[3] aws
[2] df2u
[2] cloud
[2] saas
[2] einstein

Top Hashtags in Tweet in G7:
[16] dreamtx
[12] dreamforce
[6] pardreamin2020
[5] best
[4] roi
[3] salesforce
[3] day1
[3] marketingautomation
[3] campaigns
[3] adminjobs

Top Hashtags in Tweet in G9:
[117] dreamtx
[98] salesforce
[87] dreamforce
[83] marketing
[73] startups
[68] trailhead
[67] df20
[66] cx
[61] sales
[61] trailblazercommunity

Top Hashtags in Tweet in G10:
[4] dreamforce
[3] dreamtx
[2] beasalesforcechamp
[1] ohanafamily

Top Words
Top Words in Tweet in Entire Graph:
[2911] dreamforce
[1972] #dreamtx
[1485] salesforce
[761] #df2u
[718] #dreamforce
[600] trailhead
[600] #salesforce
[536] join
[472] day
[368] more

Top Words in Tweet in G1:
[978] dreamforce
[950] #dreamtx
[456] trailhead
[441] salesforce
[258] salesforcedevs
[255] #df2u
[191] day
[188] join
[165] salesforceadmns
[119] today

Top Words in Tweet in G2:
[431] salesforce
[393] dreamforce
[205] #dreamtx
[128] #df2u
[114] experience
[108] trailblazer
[104] join
[101] #dreamforce
[98] #customer360
[83] power

Top Words in Tweet in G3:
[514] dreamforce
[254] #dreamtx
[147] salesforce
[95] #df2u
[68] join
[63] day
[56] trailhead
[55] trailblazer
[54] session
[52] sessions

Top Words in Tweet in G4:
[232] dreamforce
[114] #dreamforce
[97] 2020
[89] #dreamtx
[82] salesforce
[69] sessions
[65] #df2u
[62] agenda
[59] more
[55] business

Top Words in Tweet in G5:
[554] dreamforce
[293] #salesforce
[278] #dreamtx
[278] salesforce
[205] #dreamforce
[136] #df2u
[128] day
[120] join
[113] 2020
[76] more

Top Words in Tweet in G6:
[57] dreamforce
[25] salesforce
[18] #dreamtx
[12] #reinvent
[10] december
[9] join
[9] 10
[9] #dreamforce
[8] big
[8] party

Top Words in Tweet in G7:
[28] dreamforce
[20] pardreamin
[16] #dreamtx
[12] #dreamforce
[11] pardot
[8] brandy_chi
[8] trailhead
[7] event
[6] #pardreamin2020
[6] day

Top Words in Tweet in G8:
[2] gwzuu8un7gnrhoe
[2] kannnoshigeru2
[2] funuu5
[2] cisibasi
[2] sukipparanisake
[2] koudaiin
[2] neckfolia_3
[2] kanna8kanna
[2] dietmokuhyou

Top Words in Tweet in G9:
[117] #dreamtx
[98] #salesforce
[87] #dreamforce
[83] #marketing
[73] #startups
[68] #trailhead
[67] #df20
[66] #cx
[61] #sales
[61] #trailblazercommunity

Top Words in Tweet in G10:
[9] sfdckiran
[9] dreamforce
[8] sesha__
[8] indoresfdg
[8] sfsgaitr
[8] appitekbot
[8] sfdcalex
[8] amanpathak_sfdc
[8] sfdcsimran
[7] rkarma214

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[249] dreamforce,#dreamtx
[243] dreamforce,2020
[205] dreamforce,trailblazer
[201] trailblazer,experience
[188] #dreamtx,#df2u
[157] salesforce,dreamforce
[139] dreamforce,salesforce
[126] trailhead,dreamforce
[117] power,#customer360
[106] salesforce,trailhead

Top Word Pairs in Tweet in G1:
[204] dreamforce,#dreamtx
[151] #dreamtx,#df2u
[100] trailhead,dreamforce
[94] salesforce,trailhead
[83] dreamforce,salesforceadmns
[74] salesforceadmns,salesforceuk
[73] salesforcedevs,benioff
[73] benioff,swbjoyce
[72] salesforceuk,salesforcemil
[72] salesforcemil,salesforcedevs

Top Word Pairs in Tweet in G2:
[87] dreamforce,trailblazer
[85] trailblazer,experience
[82] power,#customer360
[56] experience,discover
[55] join,dreamforce
[55] discover,power
[55] #customer360,working
[54] salesforce,join
[43] salesforce,dreamforce
[32] part,dreamforce

Top Word Pairs in Tweet in G3:
[35] dreamforce,trailblazer
[35] trailblazer,experience
[21] salesforce,dreamforce
[18] #dreamtx,session
[17] #dreamtx,day
[17] marthastewart,snoopdogg
[15] day,#dreamtx
[15] high,spirits
[15] dreamforce,2020
[14] salesforce,join

Top Word Pairs in Tweet in G4:
[79] dreamforce,2020
[37] #df2u,#dreamforce
[33] agenda,builder
[30] builder,live
[27] #dreamtx,agenda
[26] 150,sessions
[24] live,pick
[24] pick,more
[24] more,150
[24] sessions,content

Top Word Pairs in Tweet in G5:
[86] dreamforce,2020
[47] #salesforce,#dreamforce
[33] #dreamforce,#dreamtx
[33] presentation,salesforce
[31] dreamforce,trailblazer
[31] trailblazer,experience
[31] read,more
[30] salesforce,read
[27] salesforce,dreamforce
[25] dreamforce,salesforce

Top Word Pairs in Tweet in G6:
[7] thursday,december
[7] december,10
[7] big,party
[6] 10,celebrate
[6] salesforce,big
[6] #reinvent,2020
[6] 2020,hosted
[5] dreamforce,join
[5] join,chancetherapper
[5] chancetherapper,thursday

Top Word Pairs in Tweet in G7:
[8] #dreamforce,#dreamtx
[6] day,#dreamforce
[5] pardot,dreamforce
[5] pardreamin,day
[5] #dreamtx,pardreamin
[5] pardreamin,#best
[5] #best,pardot
[5] pardot,event
[4] brandy_chi,pardot
[4] brandy_chi,pardreamin

Top Word Pairs in Tweet in G8:
[2] gwzuu8un7gnrhoe,kannnoshigeru2
[2] kannnoshigeru2,funuu5
[2] funuu5,cisibasi
[2] cisibasi,sukipparanisake
[2] sukipparanisake,koudaiin
[2] koudaiin,neckfolia_3
[2] neckfolia_3,kanna8kanna
[2] kanna8kanna,dietmokuhyou

Top Word Pairs in Tweet in G9:
[39] #marketing,#sales
[38] #df2u,#df20
[37] #salesforce,#dreamtx
[35] #sales,#crm
[35] #startups,#ai
[30] martinhoyes,#salesforce
[29] #salesforce,#data
[27] #dreamtx,#dreamforce
[27] #dreamforce,#salesforceohana
[27] #salesforceohana,#startups

Top Word Pairs in Tweet in G10:
[8] indoresfdg,sfsgaitr
[8] appitekbot,sfdcalex
[8] sfdcalex,amanpathak_sfdc
[8] amanpathak_sfdc,sfdckiran
[8] sfdcsimran,dreamforce
[7] sfsgaitr,rkarma214
[7] rkarma214,appitekbot
[7] sfdckiran,bharti_sfdc
[7] bharti_sfdc,sfdcsimran
[6] dreamforce,kkteja

Top Replied-To
Top Replied-To in Entire Graph:
@dreamforce
@jfoxuk
@trailhead
@cherfeldman
@littleiglooo
@gilliankbruce
@salesforce
@melissahilldees
@art_o24
@cecedoessfdc

Top Replied-To in G1:
@jfoxuk
@dreamforce
@gilliankbruce
@trailhead
@littleiglooo
@rakshasanganee
@cecedoessfdc
@melissahilldees
@meganptweets
@salesforceadmns

Top Replied-To in G2:
@metallica
@dreamforce
@salesforce
@littleiglooo
@fivestardev
@cherfeldman
@lopezamuelt
@bajwa2u
@vigneshwaransf
@nana8_admin

Top Replied-To in G3:
@dreamforce
@trailhead
@nads_p07
@mikemartin__c
@cherfeldman
@zubinbhatt
@sfdcfanmanali
@salesforce
@shobyabdi
@thejohngorup

Top Replied-To in G5:
@dreamforce
@art_o24
@cherfeldman
@anerrdgirrl
@melissahilldees
@ericdresh
@collinz
@brctweets
@annefromthehub
@charlieisaacs

Top Replied-To in G6:
@dreamforce
@pepuptech
@sfdckokua
@gabbalishus
@brctweets
@kendallodom27
@jeanvelonis
@uxaholic
@cristinam_jones
@inescapinezka

Top Replied-To in G7:
@sheforcewit
@trailhead
@jackiermedina
@melissahilldees
@shaliniiigupta
@pardreamin
@brandy_chi
@mktg_lori

Top Replied-To in G8:
@gwzuu8un7gnrhoe

Top Replied-To in G9:
@exchangeseva
@wooloo_29

Top Replied-To in G10:
@sfdcsakshi
@vlokeshwari
@sesha__
@akashdeeparora1
@kkteja

Top Mentioned
Top Mentioned in Entire Graph:
@dreamforce
@salesforce
@trailhead
@salesforcedevs
@salesforceadmns
@benioff
@salesforceuk
@swbjoyce
@salesforcearchs
@leahbmh

Top Mentioned in G1:
@dreamforce
@trailhead
@salesforce
@salesforcedevs
@salesforceadmns
@swbjoyce
@benioff
@salesforceuk
@salesforcearchs
@leahbmh

Top Mentioned in G2:
@salesforce
@dreamforce
@benioff
@metallica
@trailhead
@justicesikakane
@jyothsnabitra
@jfernandez
@pipms
@valaafshar

Top Mentioned in G3:
@dreamforce
@salesforce
@trailhead
@marthastewart
@snoopdogg
@marketingcloud
@basbaassauce
@salesforceadmns
@theroots
@djdnice

Top Mentioned in G4:
@fintechzoom

Top Mentioned in G5:
@dreamforce
@salesforce
@salesforceorg
@headincloudinc
@trailhead
@ericdresh
@mirandajanell
@malala
@cloudadoptionsn
@amplifyngo

Top Mentioned in G6:
@dreamforce
@salesforce
@chancetherapper
@guillermopedron
@trailhead
@c
@cristinam_jones
@selinasfdc
@steph_herrera_
@sfdcjacalyn

Top Mentioned in G7:
@dreamforce
@pardreamin
@brandy_chi
@pardot
@marketingcloud
@trailhead
@guilda_h
@jyothsnabitra
@trailblazeresha
@lounganipayal

Top Mentioned in G8:
@kannnoshigeru2
@funuu5
@cisibasi
@sukipparanisake
@koudaiin
@neckfolia_3
@kanna8kanna
@dietmokuhyou
@8686kinta
@gwzuu8un7gnrhoe

Top Mentioned in G9:
@martinhoyes
@fwdhumanity
@startup_305
@exchangeseva
@edamageinwound
@salesforce
@dreamforce
@cloudadoptionsn
@kamakshi_a99
@trailhead

Top Mentioned in G10:
@sfdckiran
@dreamforce
@indoresfdg
@sfsgaitr
@appitekbot
@sfdcalex
@amanpathak_sfdc
@sfdcsimran
@sesha__
@rkarma214

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@5fec93919a544d3
@iam__network
@femtech_
@jjj5819
@businessinsider
@business
@wwwanpaus
@wildtakky39
@vodafoneuk

Top Tweeters in G1:
@bexxmodd
@miketrose
@fcathala
@myitmedia
@keigo_ishii
@danieljpeter
@notessensei
@alanlepo
@atul31gupta
@kavindrapatel

Top Tweeters in G2:
@femtech_
@jjj5819
@wildtakky39
@callstadt
@princepetty415
@valaafshar
@lordicavalera
@rwang0
@andytoronto
@lululemon

Top Tweeters in G3:
@quick13
@unknown_digga
@printmediacentr
@andypiper
@tubzbuster
@baughman_kerry
@kandidtweet
@blackpowerbunny
@ra762
@mikegerholdt

Top Tweeters in G4:
@iam__network
@pubnblogll
@crwriter1
@randsnewsfeed
@8020es
@fabienprevots
@bradbennett
@pedrobauza
@dogetalist
@ferretplus

Top Tweeters in G5:
@forbes
@theperezhilton
@_steve2_
@jodiem
@charlieisaacs
@appitekbot
@the404code
@madmraket
@marketingcloud
@algoworks

Top Tweeters in G6:
@businessinsider
@cnbc
@mrtallerjerry
@cmswire
@craigmilroy
@chancetherapper
@fredmillerprod
@maishsk
@awscloud
@jrhunt

Top Tweeters in G7:
@kellyspaulding
@pardot
@hollyfirestone
@staceygcogswell
@lilprgidget
@judis217
@geraldinegray
@sfdc_nerd
@justagirlygeek
@creuzerm

Top Tweeters in G8:
@koudaiin
@cisibasi
@rena_7034
@aaj9m4e
@mayuki_kiryu
@lupus211
@kannoshigeru
@bombonbox
@takaakitabuchi
@dietmokuhyou

Top Tweeters in G9:
@chidambara09
@5fec93919a544d3
@albertan48
@socentlive
@reynald93063819
@thenroteaux
@teamofindore
@sdgsbot
@humanre41270855
@socialmedia04

Top Tweeters in G10:
@akashdeeparora1
@sfdckiran
@sfdcalex
@kkteja
@rkarma214
@shirlenechow
@amanpathak_sfdc
@satyagoluguri
@kumara_murali
@bharti_sfdc