dreamforce, Twitter, 7/30/2022 10:27:30 PM, 279758


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dreamforce_2022-07-30_13-07-13.xlsx
dreamforce_2022-07-30_13-07-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2022
Short Description:
dreamforce via NodeXL https://bit.ly/3zKMFDQ
@dreamforce
@salesforce
@u2songs
@btaylor
@itsmejanet_e
@upperclass_twit
@mbaizman
@tableau
@sftonyn
@moefattah_

Top hashtags:
#df22
#dreamforce
#salesforce
#cx
#startup
#ai
#startups
#edtech
#futureofwork
#hr

Description:
Description
The graph represents a network of 1,014 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, 30 July 2022 at 20:09 UTC.

The requested start date was Saturday, 30 July 2022 at 00:01 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, 22-hour, 45-minute period from Saturday, 16 July 2022 at 00:33 UTC to Friday, 29 July 2022 at 23:18 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 : 1014
Unique Edges : 1196
Edges With Duplicates : 2241
Total Edges : 3437
Number of Edge Types : 5
Mentions : 1191
Retweet : 633
MentionsInRetweet : 908
Tweet : 472
Replies to : 233
Self-Loops : 498
Reciprocated Vertex Pair Ratio : 0.0727387729285262
Reciprocated Edge Ratio : 0.13561320754717
Connected Components : 253
Single-Vertex Connected Components : 217
Maximum Vertices in a Connected Component : 701
Maximum Edges in a Connected Component : 3018
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.215408
Graph Density : 0.00165111927584401
Modularity : 0.342667
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,014 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, 30 July 2022 at 20:09 UTC.

The requested start date was Saturday, 30 July 2022 at 00:01 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, 22-hour, 45-minute period from Saturday, 16 July 2022 at 00:33 UTC to Friday, 29 July 2022 at 23:18 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:
[135] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289
[52] https://apps.apple.com/us/app/id1451705907
[46] http://apps.apple.com/us/app/id1451705907
[44] https://www.salesforce.com/dreamforce/
[35] https://www.sevaxapp.com/team-2/
[26] https://twitter.com/salesforce/status/1549382894933553152
[25] http://www.salesforce.com/dreamforce/DF13/
[18] https://appadvice.com/game/app/sevax/1451705907
[9] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy
[8] https://www.salesforceben.com/dreamforce-2022-registration-is-now-live/

Top URLs in Tweet in G1:
[79] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289
[21] http://www.salesforce.com/dreamforce/DF13/
[9] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy
[8] https://www.salesforce.com/dreamforce/
[7] https://www.salesforce.com/news/stories/salesforce-dreamforce-2022-announcement/
[7] https://twitter.com/salesforce/status/1549382894933553152
[4] https://www.salesforce.com/dreamforce/?d=7013y0000029xgcAAA&bc=IKB
[4] https://trailhead.salesforce.com/trailblazer-community/groups/0F9300000001shNCAQ
[4] https://trailhead.salesforce.com/trailblazer-community/groups/0F9300000001shICAQ
[3] https://www.entrepreneur.com/article/431015?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[33] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289
[6] https://r.socialstudio.radian6.com/569023c4-ff87-4f69-b920-38b31c433201
[6] https://twitter.com/salesforce/status/1549382894933553152
[3] https://r.socialstudio.radian6.com/7d9c7a16-b08e-4aae-9ce5-d7c90df63bf7
[3] https://r.socialstudio.radian6.com/597c6861-8a32-4f7c-957d-56aca26a03c9
[3] https://www.salesforce.com/dreamforce/
[2] https://r.socialstudio.radian6.com/eb118ddf-65f4-4d81-8a04-4daa112d09bc
[2] https://r.socialstudio.radian6.com/881f3e68-9350-4b93-a1fd-0943da8650f2
[2] https://r.socialstudio.radian6.com/c2036a5b-5bdf-46d6-97d8-e7cb8179ccb9
[2] https://r.socialstudio.radian6.com/9059f894-69e2-412a-8384-3329a9e15383

Top URLs in Tweet in G3:
[7] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289
[7] https://www.salesforce.com/dreamforce/
[6] https://twitter.com/salesforce/status/1549382894933553152
[2] https://r.socialstudio.radian6.com/7d9c7a16-b08e-4aae-9ce5-d7c90df63bf7
[2] https://leandata.saaskpibenchmarks.com:443/surveysPage/pi
[2] https://leandata.saaskpibenchmarks.com:443/surveysPage/pipeline-performance
[2] https://www.salesforce.com/blog/what-is-dreamforce/?utm_source=LinkedIn&utm_medium=organic_social&utm_campaign=us_cbaw&utm_content=blog-ctt
[1] https://twitter.com/salesforce/status/1549445753080365056
[1] https://twitter.com/salesforce/status/1547944167719858177
[1] https://twitter.com/salesforce/status/1550239233926959110

Top URLs in Tweet in G4:
[4] https://www.salesforce.com/dreamforce/
[4] https://www.cloudgalacticos.co.uk/code-builder-phils-salesforce-tip-of-the-week-513/?utm_source=social&utm_medium=twitter513&utm_campaign=513
[3] https://brainiate.show/what-is-dreamforce/
[3] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289
[3] https://twitter.com/SFTonyN/status/1551976394955055105
[3] https://twitter.com/salesforce/status/1549382894933553152
[2] https://twitter.com/PepUPTech/status/1550826048530616321
[1] https://brainiate.show/what-is-dreamforce/?utm_source=rss&utm_medium=rss&utm_campaign=what-is-dreamforce#Salesforce
[1] https://www.salesforceben.com/dreamforce-2022-registration-is-now-live/#Salesforce
[1] https://www.youtube.com/watch?v=XLp-dnX6uY8#Salesforce


Top URLs in Tweet in G5:
[52] https://apps.apple.com/us/app/id1451705907
[46] http://apps.apple.com/us/app/id1451705907
[35] https://www.sevaxapp.com/team-2/
[18] https://appadvice.com/game/app/sevax/1451705907
[6] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289
[6] https://www.sevaxapp.com/
[5] https://twitter.com/martinhoyes/status/1549105978892726273
[4] https://twitter.com/excellencia_ltd/status/1551827516276482048
[3] https://twitter.com/martinhoyes/status/1550564575686189056
[2] https://www.dreamforce.com/

Top URLs in Tweet in G6:
[4] https://www.salesforce.com/dreamforce/
[2] http://www.salesforce.com/dreamforce/DF13/
[1] https://twitter.com/themomdiggity4/status/1551051410250383361
[1] https://twitter.com/TechieZach/status/1549199261727969281
[1] https://twitter.com/salesforce/status/1549382894933553152
[1] https://www.salesforce.com/blog/dreamforce-registration/?bc=HA
[1] https://www.salesforce.com/blog/what-is-dreamforce/
[1] https://www.salesforceben.com/dreamforce-2022-registration-is-now-live/

Top URLs in Tweet in G7:
[3] https://hicglobalsolutions.com/blog/dreamforce-2022-is-coming-home-heres-what-you-can-expect/
[2] https://www.salesforce.com/dreamforce/
[1] https://twitter.com/imalizzzard/status/1549405782172631040
[1] https://r.socialstudio.radian6.com/dec92abb-daad-460d-b9c1-7adf1cf27cc0
[1] https://twitter.com/salesforce/status/1549382894933553152
[1] https://r.socialstudio.radian6.com/7d9c7a16-b08e-4aae-9ce5-d7c90df63bf7
[1] https://twitter.com/salesforce/status/1550563954610655232
[1] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289
[1] https://twitter.com/kavindrapatel/status/1550696387675029505

Top URLs in Tweet in G8:
[12] https://www.salesforce.com/dreamforce/
[4] https://www.salesforceben.com/dreamforce-2022-registration-is-now-live/
[1] https://giphy.com/gifs/salesforce-T9SBOs8a4TqRbCKtvR

Top URLs in Tweet in G9:
[2] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289
[1] http://www.salesforce.com/dreamforce/DF13/
[1] https://r.socialstudio.radian6.com/ef673834-3ef0-4f9b-ad6b-db3642acc099
[1] http://salesforce.com/dreamforce?utm_source=twitter&utm_medium=referral
[1] https://salesforce.quip.com/7xeDAb9AohaL
[1] https://salesforce.smh.re/1MPm
[1] https://us02web.zoom.us/j/81888283695?pwd=KGWoubPSMVwYSNrk8fHEeYaAFzDnfn.1

Top URLs in Tweet in G10:
[2] https://www.salesforce.com/dreamforce/
[1] https://twitter.com/c13moore/status/1549855904148987911

Top Domains
Top Domains in Tweet in Entire Graph:
[178] radian6.com
[131] salesforce.com
[110] smh.re
[99] apple.com
[98] twitter.com
[42] sevaxapp.com
[18] appadvice.com
[14] youtube.com
[12] linkedin.com
[10] salesforceben.com

Top Domains in Tweet in G1:
[86] smh.re
[82] radian6.com
[64] salesforce.com
[18] twitter.com
[9] bebee.com
[9] linkedin.com
[5] youtube.com
[5] tweetedtimes.com
[4] entrepreneur.com
[4] salesforceben.com

Top Domains in Tweet in G2:
[58] radian6.com
[14] twitter.com
[10] smh.re
[8] salesforce.com
[3] corraogroup.com
[2] youtube.com
[2] t.co
[2] forceforfun.com
[1] sforce.co
[1] aekot.com

Top Domains in Tweet in G3:
[21] twitter.com
[14] salesforce.com
[13] radian6.com
[5] saaskpibenchmarks.com
[4] smh.re
[2] youtube.com
[1] shirtforce.org
[1] mindtree.com
[1] linkedin.com
[1] apple.com

Top Domains in Tweet in G4:
[13] twitter.com
[7] salesforce.com
[6] radian6.com
[4] brainiate.show
[4] co.uk
[2] givelively.org
[1] salesforceben.com
[1] youtube.com
[1] accountingseed.com
[1] pepuptech.org

Top Domains in Tweet in G5:
[98] apple.com
[42] sevaxapp.com
[23] twitter.com
[18] appadvice.com
[8] radian6.com
[7] salesforce.com
[2] dreamforce.com
[2] linkedin.com
[1] givelively.org
[1] brainiate.show

Top Domains in Tweet in G6:
[8] salesforce.com
[3] twitter.com
[1] salesforceben.com

Top Domains in Tweet in G7:
[4] twitter.com
[3] radian6.com
[3] hicglobalsolutions.com
[2] salesforce.com

Top Domains in Tweet in G8:
[12] salesforce.com
[4] salesforceben.com
[1] giphy.com

Top Domains in Tweet in G9:
[3] radian6.com
[2] salesforce.com
[1] quip.com
[1] smh.re
[1] zoom.us

Top Domains in Tweet in G10:
[2] salesforce.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[585] df22
[187] dreamforce
[169] salesforce
[71] cx
[54] startup
[53] ai
[51] startups
[43] edtech
[42] futureofwork
[42] hr



Top Hashtags in Tweet in G1:
[148] df22
[53] dreamforce
[38] salesforce
[7] contentmarketing
[6] dreamforce2022
[6] trailblazers
[5] trailblazercommunity
[3] dreamforce22
[3] technology
[2] sfdc

Top Hashtags in Tweet in G2:
[195] df22
[13] dreamforce
[9] salesforce
[8] momentmarketers
[8] rt
[4] cnx22
[3] roadtodf22
[2] bosstalks
[2] crm
[2] energy

Top Hashtags in Tweet in G3:
[63] df22
[14] dreamforce
[13] salesforce
[4] revenueorchestration
[3] momentmarketers
[3] cnx22
[3] sales
[3] opsstars
[3] dreamdesigners
[2] justmove

Top Hashtags in Tweet in G4:
[18] df22
[9] salesforce
[9] motiharimeetup
[8] dreamforce
[6] trailblazercommunity
[5] trailhead
[4] sfdg22
[3] admins
[3] salesforcedevs
[3] salesforcearchs

Top Hashtags in Tweet in G5:
[102] df22
[79] dreamforce
[72] salesforce
[71] cx
[51] startup
[51] startups
[51] ai
[42] hr
[42] edtech
[41] socialmedia

Top Hashtags in Tweet in G6:
[8] awesomeadmin
[8] df22
[4] dreamforce
[4] salesforce
[4] trailblazercommunity
[1] dreamforce22
[1] pedroniforce
[1] lifeofdulce
[1] lovemylife
[1] mwd22

Top Hashtags in Tweet in G7:
[13] df22
[4] salesforce
[4] dreamforce
[3] crm
[3] cloud
[3] technology
[3] dreamforce2022
[3] business
[3] customer
[3] growth

Top Hashtags in Tweet in G8:
[5] dreamforce
[3] df22
[2] salesforce

Top Hashtags in Tweet in G9:
[9] df22
[2] salesforce
[1] dreamforce
[1] architecture
[1] cloudcomputing
[1] mumbai
[1] salesforcearchitect
[1] salesforcesaturday
[1] ranger

Top Hashtags in Tweet in G10:
[2] dreamforce
[2] df22
[1] u2fam
[1] u2

Top Words
Top Words in Tweet in Entire Graph:
[1079] dreamforce
[655] salesforce
[585] #df22
[336] san
[330] francisco
[306] september
[273] days
[258] wow
[230] ready
[188] registration

Top Words in Tweet in G1:
[183] dreamforce
[148] #df22
[119] 20
[113] register
[113] san
[111] salesforce
[110] francisco
[108] september
[107] 22
[106] learn

Top Words in Tweet in G2:
[271] salesforce
[195] #df22
[121] san
[121] francisco
[116] days
[106] dreamforce
[101] wow
[100] september
[95] ready
[90] big

Top Words in Tweet in G3:
[181] dreamforce
[78] salesforce
[63] #df22
[39] year
[34] san
[34] francisco
[31] september
[22] registration
[20] 20
[20] wow

Top Words in Tweet in G4:
[142] dreamforce
[45] salesforce
[32] 2022
[28] registration
[27] pepuptech
[27] btaylor
[26] conference
[24] amazing
[24] open
[23] world

Top Words in Tweet in G5:
[161] dreamforce
[102] #df22
[79] #dreamforce
[72] #salesforce
[71] #cx
[51] #startup
[51] #startups
[51] #ai
[42] #hr
[42] #edtech

Top Words in Tweet in G6:
[79] dreamforce
[29] salesforceamy
[29] jenwlee
[23] rockchick322004
[23] notisblank
[22] adam17amo
[22] saasy_sistah
[22] justguilda
[22] zazamataz
[22] salesforce

Top Words in Tweet in G7:
[46] dreamforce
[14] salesforce
[13] #df22
[12] nonprofits
[11] salesforceorg
[11] join
[11] reunion
[10] epic
[9] 2022
[9] event

Top Words in Tweet in G8:
[29] dreamforce
[21] registration
[20] live
[19] 2022
[12] see
[11] drill
[11] hope
[11] many
[10] itsmejanet_e
[10] htt

Top Words in Tweet in G9:
[21] dreamforce
[17] trailhead
[16] salesforce
[12] san
[12] francisco
[10] learn
[9] #df22
[9] bootcamp
[7] introducing
[7] mulesoft

Top Words in Tweet in G10:
[26] dreamforce
[18] salesforce
[17] bono
[17] september
[16] u2songs
[16] speaking
[16] upcoming
[16] conference
[16] hosted
[16] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[329] san,francisco
[240] days,wow
[231] salesforce,september
[229] francisco,salesforce
[225] wow,san
[216] ready,days
[152] 20,22
[141] september,20
[135] family,reunion
[134] dreamforce,2022

Top Word Pairs in Tweet in G1:
[109] san,francisco
[103] 20,22
[97] september,20
[94] register,#df22
[93] francisco,salesforce
[93] days,wow
[93] family,reunion
[92] ready,days
[92] give,back
[91] calling,trailblazers

Top Word Pairs in Tweet in G2:
[121] san,francisco
[101] days,wow
[97] wow,san
[92] francisco,salesforce
[90] ready,days
[90] salesforce,september
[87] salesforce,#df22
[87] #df22,countdown
[87] countdown,begins
[87] begins,ready

Top Word Pairs in Tweet in G3:
[34] san,francisco
[17] 20,22
[17] dreamforce,2022
[16] september,20
[16] days,wow
[13] francisco,salesforce
[11] dreamforce,#df22
[11] salesforce,dreamforce
[11] pepuptech,dreamforce
[10] wow,san

Top Word Pairs in Tweet in G4:
[30] dreamforce,2022
[22] dreamforce,registration
[22] registration,open
[19] open,biggest
[19] biggest,technology
[19] technology,conference
[19] conference,world
[17] san,francisco
[16] world,inspiration
[16] inspiration,trailblazers

Top Word Pairs in Tweet in G5:
[71] #cx,#df22
[51] #startup,#startups
[51] #startups,#ai
[45] #salesforce,#cx
[45] #df22,#dreamforce
[41] #dreamforce,#startup
[41] #ai,#socialmedia
[41] #socialmedia,#futureofwork
[41] #futureofwork,#hrtech
[37] fwdhumanity,#salesforce

Top Word Pairs in Tweet in G6:
[22] jenwlee,zazamataz
[21] dreamforce,saasy_sistah
[21] saasy_sistah,rockchick322004
[21] rockchick322004,justguilda
[20] justguilda,notisblank
[19] girlygeeksocial,jenwlee
[16] salesforceamy,dreamforce
[13] adam17amo,girlygeeksocial
[13] zazamataz,cyril_louis
[13] cyril_louis,usbryan28

Top Word Pairs in Tweet in G7:
[9] dreamforce,2022
[7] epic,20th
[6] stay,loop
[6] loop,things
[6] things,dreamforce
[6] dreamforce,specific
[6] specific,nonprofits
[6] nonprofits,join
[6] join,nonprofits
[6] nonprofits,dreamforce

Top Word Pairs in Tweet in G8:
[20] registration,live
[18] dreamforce,2022
[16] 2022,registration
[11] drill,dreamforce
[11] live,hope
[11] hope,see
[11] see,many
[10] itsmejanet_e,drill
[10] many,htt
[4] dreamforce,registration

Top Word Pairs in Tweet in G9:
[12] san,francisco
[8] dreamforce,bootcamp
[8] bootcamp,san
[7] introducing,dreamforce
[6] epic,family
[6] family,reunion
[6] francisco,learn
[6] learn,experts
[6] experts,earn
[6] earn,credentials

Top Word Pairs in Tweet in G10:
[16] bono,speaking
[16] speaking,upcoming
[16] upcoming,dreamforce
[16] dreamforce,conference
[16] conference,hosted
[16] hosted,salesforce
[16] salesforce,september
[16] september,more
[16] more,info
[15] u2songs,bono

Top Replied-To
Top Replied-To in Entire Graph:
@salesforceamy
@dreamforce
@sftonyn
@gabbalishus
@salesforce
@joeyeisenzimmer
@_andrewrusso
@salesforceglee
@justguilda
@omprakash_it

Top Replied-To in G2:
@salesforce
@hayleytuller
@coddy400
@vijayasankarn
@thetechbee
@kleggy
@joeyeisenzimmer
@jitterbit
@justguilda

Top Replied-To in G3:
@dreamforce
@iam_mhamzas
@farahsherifgh
@mcnaughtstew
@slcscooter
@ch_sz_knapp
@ja_maris_
@heyimchasity
@omprakash_it
@_andrewrusso

Top Replied-To in G4:
@sftonyn
@omprakash_it
@dreamforce
@salesforce
@charlieisaacs
@_andrewrusso
@justguilda
@steph_herrera_
@arielcward
@singhbhavana8

Top Replied-To in G5:
@salesforceglee
@sashamilam
@joeyeisenzimmer
@lissa__x
@melissahilldees
@evandecker
@penkengyang
@stephaniefoerst
@strathearn_tom
@jadevbforce

Top Replied-To in G6:
@salesforceamy
@gabbalishus
@jenwlee
@kwongerific
@girlygeeksocial
@indigenous_tech
@juniperuponhill
@adam17amo
@theashleyanger
@justguilda

Top Replied-To in G7:
@akash_sfdc
@imalizzzard
@timchristo
@benioff

Top Replied-To in G8:
@puja_pant_
@radwomencode
@lisamalmanger
@sisontuli
@dreamforce

Top Replied-To in G9:
@gabbalishus
@carohaeming
@ericdresh
@_andrewrusso

Top Replied-To in G10:
@sforce_millan
@chriscwharris

Top Mentioned
Top Mentioned in Entire Graph:
@dreamforce
@salesforce
@midwest_dreamin
@sftonyn
@pepuptech
@fwdhumanity
@witnesssuccess
@btaylor
@trailhead
@mcconaughey

Top Mentioned in G1:
@valley_design
@sangeethabanu2
@thinkers360

Top Mentioned in G2:
@salesforce
@dreamforce
@mcconaughey
@marketingcloud
@allysonfelix
@iamjhud
@appexchange
@mstockwell01
@dinaashersmith
@btaylor

Top Mentioned in G3:
@dreamforce
@salesforce
@pepuptech
@sftonyn
@marketingcloud
@leandata
@londondatatribe
@ops_stars
@slalom
@clearbit

Top Mentioned in G4:
@dreamforce
@pepuptech
@btaylor
@salesforce
@sftonyn
@salesforcedevs
@traveling_dev
@justedelstein
@steph_herrera_
@hammnick

Top Mentioned in G5:
@dreamforce
@midwest_dreamin
@fwdhumanity
@salesforce
@sftonyn
@witnesssuccess
@sunnydalelow
@sfdckokua
@salesforceadmns
@pepuptech

Top Mentioned in G6:
@dreamforce
@jenwlee
@rockchick322004
@notisblank
@zazamataz
@saasy_sistah
@justguilda
@usbryan28
@girlygeeksocial
@adam17amo

Top Mentioned in G7:
@salesforceorg
@headincloudinc
@partnerforce
@dreamforce
@salesforce
@benioff
@salesforcenews
@flynnovate
@twcrowther
@globalforestgen

Top Mentioned in G8:
@itsmejanet_e
@dreamforce
@salesforceben
@midwest_dreamin
@susanthayer
@chrisatmk
@boyz2force
@sftonyn
@pepuptech
@justicesikakane

Top Mentioned in G9:
@trailhead
@salesforce
@dreamforce
@mulesoft
@latinoforce
@salesforceeq
@witnesssuccess
@chicagowitug
@melissahilldees
@czechdreamin

Top Mentioned in G10:
@u2songs
@salesforce
@jfoerster_atx
@upperclass_twit
@btrautschold
@sforce_millan
@dreamforce
@mcconaughey
@u2

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@codewithtwitchi
@zimei_no_ri
@godfrey_g_
@andytoronto
@luhayeaye
@pubnblogll
@ke7zum
@moisturevapor8r
@windows

Top Tweeters in G1:
@pubnblogll
@paulcroubalian
@brandgrowthhack
@bucmon21
@lorenzofran
@valley_design
@snazzzyredhead
@lecairn
@viv_yells
@acarolain

Top Tweeters in G2:
@andytoronto
@ke7zum
@keffberrystrien
@salesforce
@albertputnam
@rubenva09868563
@anitamendeman
@marketingcloud
@johnjackson6666
@teel0ck

Top Tweeters in G3:
@windows
@arsonistkitten
@fcathala
@cproppe
@afigueiredo
@briansolis
@resplendentlyme
@raulnabarret
@kokasexton
@richard_y

Top Tweeters in G4:
@americanair
@marypgkeating
@charlieisaacs
@dfwairport
@kavindrapatel
@davidgiller
@cherfeldman
@mssonicflare
@arsenalaussie
@hammnick

Top Tweeters in G5:
@godfrey_g_
@scalarhumanity
@_jakashi
@educationbnb
@ericdresh
@melissahilldees
@martinhoyes
@tristanlombard2
@robsalesforce
@survivormoda

Top Tweeters in G6:
@alanlepo
@snugsfbay
@mikegerholdt
@kwongerific
@salesforceamy
@techforecastis
@jeanvelonis
@jenwlee
@alextoussaint
@girlygeeksocial

Top Tweeters in G7:
@moisturevapor8r
@benioff
@akash_sfdc
@salesforceorg
@partnerforce
@bheemababu
@timchristo
@morrtracey
@flynnovate
@soliantconsult

Top Tweeters in G8:
@jodiem
@danieljpeter
@justicesikakane
@giphy
@batess
@eddystone82
@salesforceben
@sisontuli
@davidpcarnes3
@salesforcek8

Top Tweeters in G9:
@rakeshistom
@trailhead
@keenan__jones
@mulesoft
@practicalacts
@projectnightx2
@salesforceeq
@2manyhockeys
@rajagraw
@dakudo036

Top Tweeters in G10:
@evelynspring8
@stefihane
@madfl3a
@u2victoria
@mandycutie_98
@danidpvox
@scardaaze
@chriscwharris
@u2songs
@u2_vision