dreamforce, Twitter, 8/13/2022 8:26:19 PM, 279985


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dreamforce_2022-08-13_13-07-14.xlsx
dreamforce_2022-08-13_13-07-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2022
Short Description:
dreamforce via NodeXL https://bit.ly/3dwU7JW
@dreamforce
@salesforce
@trailhead
@salesforceadmns
@chilipeppers
@kavindrapatel
@ucsfchildrens
@rlvanessagrant
@akash_sfdc
@tableau

Top hashtags:
#df22
#dreamforce
#salesforce
#trailheadquest
#dreamforce2022

Description:
Description
The graph represents a network of 1,197 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, 13 August 2022 at 20:09 UTC.

The requested start date was Saturday, 13 August 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, 23-hour, 8-minute period from Saturday, 30 July 2022 at 00:06 UTC to Friday, 12 August 2022 at 23:15 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 : 1197
Unique Edges : 2045
Edges With Duplicates : 3094
Total Edges : 5139
Number of Edge Types : 5
Tweet : 568
Mentions : 1904
Retweet : 764
MentionsInRetweet : 1377
Replies to : 526
Self-Loops : 583
Reciprocated Vertex Pair Ratio : 0.0578012844729883
Reciprocated Edge Ratio : 0.109285714285714
Connected Components : 271
Single-Vertex Connected Components : 226
Maximum Vertices in a Connected Component : 859
Maximum Edges in a Connected Component : 4688
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.924488
Graph Density : 0.0019558371961118
Modularity : 0.344587
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 1,197 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, 13 August 2022 at 20:09 UTC.

The requested start date was Saturday, 13 August 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, 23-hour, 8-minute period from Saturday, 30 July 2022 at 00:06 UTC to Friday, 12 August 2022 at 23:15 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:
[42] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387
[37] http://www.salesforce.com/dreamforce/DF13/
[21] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289
[19] https://www.salesforce.com/dreamforce/
[15] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-road-to-dreamforce-2022
[12] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy
[9] https://admin.salesforce.com/blog/2022/how-to-convince-your-boss-to-send-you-to-dreamforce
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279758
[7] https://trailhead.salesforce.com/trailblazer-community/groups/0F9300000001shNCAQ
[7] https://www.sevaxapp.com/team-2/

Top URLs in Tweet in G1:
[32] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387
[20] http://www.salesforce.com/dreamforce/DF13/
[13] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289
[12] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy
[7] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-road-to-dreamforce-2022
[6] https://www.salesforce.com/dreamforce/
[5] https://twitter.com/search?f=live&q=%23DF2022+OR+%23DF22+OR+%23Dreamforce+OR+%23Dreamforce2022+OR+%23Dreamforce22+from%3Ahashflagnow
[4] https://trailhead.salesforce.com/trailblazer-community/groups/0F9300000001shICAQ
[3] https://trailhead.salesforce.com/trailblazer-community/groups/0F9300000001shNCAQ
[3] https://www.salesforceben.com/breaking-news-dreamforce-2022-band-announced/

Top URLs in Tweet in G2:
[5] https://r.socialstudio.radian6.com/d3f9bfa1-5daa-403f-bb40-60ad84cef289
[5] https://www.salesforce.com/dreamforce/
[4] https://clicktotweet.com/f7mZ6+
[4] https://hicglobalsolutions.com/blog/salesforce-winter-23-release-arrives-key-release-dates-and-preview-information/
[3] https://r.socialstudio.radian6.com/428cc041-b67d-4ca7-a29a-263d93b6cf4b
[3] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387
[3] https://tweetedtimes.com/Scorypto
[2] https://r.socialstudio.radian6.com/e6167128-f6bb-4e92-90dc-15c328dc7718
[2] http://www.salesforce.com/dreamforce/DF13/
[2] https://www.sevaxapp.com/team-2/

Top URLs in Tweet in G3:
[5] https://www.sevaxapp.com/team-2/
[5] https://apps.apple.com/us/app/id1451705907
[2] http://blackbusinessmonthblockparty22.splashthat.com/DF-Twitter
[2] https://www.salesforce.com/dreamforce/?d=7013y000002EUxBAAW&nc=&utm_source=&utm_medium[%E2%80%A6]-Registration-OrgSoc_7013y000002EUxBAAW&utm_term=&ban=amer_
[2] https://twitter.com/marketingcloud/status/1557396362039377920
[2] http://apps.apple.com/us/app/id1451705907
[2] https://appadvice.com/game/app/sevax/1451705907
[2] https://www.salesforceben.com/breaking-news-dreamforce-2022-band-announced/?vgo_ee=34QgerDxvKF5Z8Q%2F8gdJvxwUnRnlmwiuCIJkd9A7F3A%3D
[2] https://r.socialstudio.radian6.com/3030d186-9c32-44d3-a5c2-5817a683b387
[2] http://salesforce.com/dreamforce/?d=7013y000002EUzgAAG

Top URLs in Tweet in G4:
[5] https://admin.salesforce.com/blog/2022/how-to-convince-your-boss-to-send-you-to-dreamforce
[4] https://thedreshonline.com/2022/08/06/dreamforce-2022-special-offer/
[4] http://www.salesforce.com/dreamforce/DF13/
[3] https://www.salesforce.com/dreamforce/
[2] https://developer.salesforce.com/blogs/2022/08/how-to-convince-your-boss-to-send-you-to-dreamforce
[2] http://salesforce.com/dreamforce?d=7013y0000029zWaAAI&nc=7013y0000022Yw6AAE&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_dream&utm_content=admin-reg_7013y0000029zWaAAIamer_twitter
[2] https://secure.givelively.org/donate/pepup-tech/tony-nguyen-8
[2] https://secure.givelively.org/event/pepup-tech/dreamforce-2022-karaoke-for-a-cause
[2] https://trailhead.salesforce.com/content/learn/modules/apex_database/apex_database_sosl?trail_id=force_com_dev_beginner
[2] https://trailhead.salesforce.com/content/learn/modules/data_security/data_security_sharing_rules?trail_id=force_com_dev_beginner

Top URLs in Tweet in G5:
[5] http://www.salesforce.com/dreamforce/DF13/
[4] https://trailhead.salesforce.com/users/teamtrailhead/trailmixes/quest-road-to-dreamforce-2022
[2] https://trailhead.salesforce.com/content/learn/modules/the-global-goals/learn-how-to-support-the-global-goals?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022
[2] https://trailhead.salesforce.com/content/learn/modules/positive-environmental-impact/become-a-climate-champion?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022
[1] https://r.socialstudio.radian6.com/a9a9f333-fbaf-4a12-ac8f-f28cb1e405a7
[1] https://r.socialstudio.radian6.com/063c9ade-85e7-41db-b412-e7bd81b6a772
[1] https://trailhead.salesforce.com/content/learn/modules/emotional-intelligence/manage-emotional-reactions?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022
[1] https://trailhead.salesforce.com/content/learn/modules/relationship-building/build-skilled-relationships?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022
[1] https://trailhead.salesforce.com/content/learn/modules/positive-environmental-impact/become-a-climate-champion?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022#challenge
[1] https://trailhead.salesforce.com/content/learn/modules/slack-salesforce-for-the-future-of-work/see-how-slack-salesforce-can-transform-your-business?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022#challenge

Top URLs in Tweet in G6:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279758
[2] https://trailhead.salesforce.com/trailblazer-community/groups/0F9300000001shNCAQ
[2] http://www.salesforce.com/dreamforce/DF13/
[2] https://www.salesforce.com/dreamforce/
[1] https://salesforce.smh.re/1QL0
[1] https://salesforce.smh.re/1NCj
[1] https://www.salesforce.com/dreamforce/?d=7013y0000029xgcAAA&utm_source=Twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=10-gated_no,12-event_n/a,12-reg_promo_video,13-employee_yes,14-trailblazer_yes,15-celeb_no,16-customer_exec_no,17-customer_brand_no,18-astro_and_friends_yes,2-amer,3-n/a,5-activate,6-eq_no,7-event_yes,8-link_yes
[1] https://r.socialstudio.radian6.com/19252d05-a53b-4b2a-b079-6fdd3c1e3bd5
[1] https://salesforce.smh.re/1QJw
[1] https://salesforce.smh.re/1NAo

Top URLs in Tweet in G7:
[2] https://www.youtube.com/watch?v=XLp-dnX6uY8

[1] https://possible.mindtree.com/Dreamforce-event?utm_source=organic&utm_medium=event&utm_content=600000274271706&utm_campaign=customer+success
[1] https://possible.mindtree.com/Dreamforce-event
[1] https://twitter.com/CloudGalacticos/status/1558072550516744193
[1] https://trailhead.salesforce.com/en/users/teamtrailhead/trailmixes/quest-road-to-dreamforce-2022
[1] https://trailhead.salesforce.com/content/learn/modules/emotional-intelligence/manage-emotional-reactions?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022
[1] https://trailhead.salesforce.com/content/learn/modules/relationship-building/build-skilled-relationships?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022
[1] https://trailhead.salesforce.com/content/learn/modules/manage_the_sfdc_way_ohana/build-a-plan-to-bring-your-culture-and-values?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022
[1] https://trailhead.salesforce.com/content/learn/modules/flow-basics/meet-flow-builder?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022
[1] https://trailhead.salesforce.com/content/learn/modules/positive-environmental-impact/become-a-climate-champion?trailmix_creator_id=teamtrailhead&trailmix_slug=quest-road-to-dreamforce-2022

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=XLp-dnX6uY8&feature=youtu.be

[1] https://www.youtube.com/watch?v=TsVCBc7dnNw&feature=youtu.be

[1] https://www.twitch.tv/
[1] https://www.twitch.tv/videos/1549695699
[1] https://clips.twitch.tv/ClearWittyCocoaOpieOP-acrgtvXI-dvhU9bc?tt_medium=twtr
[1] https://clips.twitch.tv/HardStormyStrawberrySSSsss-n5NaEfGxSORrtHR0?tt_medium=twtr
[1] https://mobile.twitter.com/davderrier/status/1044752002691940352

Top URLs in Tweet in G9:
[2] https://brainiate.show/what-is-dreamforce/?utm_source=rss&utm_medium=rss&utm_campaign=what-is-dreamforce#Salesforce
[2] https://www.salesforceben.com/breaking-news-dreamforce-2022-band-announced/?utm_content=159304132&utm_medium=social&utm_source=twitter&hss_channel=tw-776835924
[1] https://www.cloudgalacticos.co.uk/dreamforce-past-highlights/#Salesforce
[1] https://www.cloudgalacticos.co.uk/dreamforce-past-highlights/
[1] https://www.youtube.com/watch?v=4xwYopP6sXE#Salesforce

[1] https://www.youtube.com/watch?v=Bah8X9e69YY#Salesforce

[1] https://admin.salesforce.com/blog/2022/how-to-convince-your-boss-to-send-you-to-dreamforce#Salesforce
[1] https://developer.salesforce.com/blogs/2022/08/how-to-convince-your-boss-to-send-you-to-dreamforce.html#Salesforce
[1] https://www.salesforceben.com/breaking-news-dreamforce-2022-band-announced/#Salesforce
[1] https://admin.salesforce.com/blog/2022/how-to-convince-your-boss-to-send-you-to-dreamforce

Top URLs in Tweet in G10:
[2] https://outsourcesalesforce.com/dreamforce-2022-and-winter-23-release-key-dates-to-remember/
[1] http://www.salesforce.com/dreamforce/

Top Domains
Top Domains in Tweet in Entire Graph:
[198] salesforce.com
[145] smh.re
[90] radian6.com
[64] twitter.com
[18] dy.si
[16] youtube.com
[15] salesforceben.com
[12] bebee.com
[11] linkedin.com
[11] slalom.com

Top Domains in Tweet in G1:
[88] smh.re
[63] salesforce.com
[47] radian6.com
[18] twitter.com
[18] dy.si
[12] bebee.com
[7] linkedin.com
[7] salesforceben.com
[4] grazitti.com
[4] nypost.com

Top Domains in Tweet in G2:
[25] salesforce.com
[18] radian6.com
[9] smh.re
[6] twitter.com
[6] t.co
[5] hicglobalsolutions.com
[4] youtube.com
[4] clicktotweet.com
[3] tweetedtimes.com
[2] sevaxapp.com

Top Domains in Tweet in G3:
[18] twitter.com
[18] salesforce.com
[9] radian6.com
[9] slalom.com
[7] apple.com
[7] smh.re
[5] sevaxapp.com
[2] splashthat.com
[2] medium.com
[2] appadvice.com

Top Domains in Tweet in G4:
[40] salesforce.com
[12] twitter.com
[9] smh.re
[7] radian6.com
[4] thedreshonline.com
[4] givelively.org
[4] youtube.com
[2] linkedin.com
[1] trailblazercommunitygroups.com
[1] co.uk

Top Domains in Tweet in G5:
[18] salesforce.com
[2] radian6.com
[1] creativecommons.org
[1] trailblazercommunitygroups.com

Top Domains in Tweet in G6:
[23] smh.re
[9] salesforce.com
[4] nodexlgraphgallery.org
[3] radian6.com

Top Domains in Tweet in G7:
[8] salesforce.com
[2] mindtree.com
[2] youtube.com
[1] twitter.com

Top Domains in Tweet in G8:
[4] twitch.tv
[2] youtube.com
[1] twitter.com

Top Domains in Tweet in G9:
[5] salesforceben.com
[4] salesforce.com
[2] brainiate.show
[2] co.uk
[2] youtube.com
[2] radian6.com
[2] smh.re
[1] trailblazercommunitygroups.com
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[692] df22
[241] dreamforce
[155] salesforce
[65] trailheadquest
[41] dreamforce2022
[38] trailblazercommunity
[32] awesomeadmins
[29] trailhead
[18] awesomeadmin
[17] salesforceohana



Top Hashtags in Tweet in G1:
[116] df22
[74] dreamforce
[36] salesforce
[17] dreamforce2022
[9] contentmarketing
[6] trailhead
[6] trailmixitup
[6] trailheadquest
[5] dreamforce22
[4] marketing

Top Hashtags in Tweet in G2:
[176] df22
[29] dreamforce
[11] salesforce
[9] crm
[7] customer360
[5] trailheadquest
[5] cloud
[4] winter23
[4] salesforcerelease
[4] salesforceupdate

Top Hashtags in Tweet in G3:
[123] df22
[35] dreamforce
[16] salesforce
[14] trailheadquest
[10] awesomeadmins
[9] momentmarketers
[9] rt
[9] slalomatdreamforce
[8] imwithslalom
[6] customer360

Top Hashtags in Tweet in G4:
[150] df22
[35] dreamforce
[32] salesforce
[21] awesomeadmins
[20] trailblazercommunity
[17] trailheadquest
[11] job
[11] apexlegends
[11] salesforcejobs
[11] salesforcecrm

Top Hashtags in Tweet in G5:
[35] df22
[19] trailheadquest
[5] trailmixitup
[4] salesforce
[3] alwaysbelearning
[3] teamearth
[2] dreamforce
[2] dreamforcequest
[2] trailblazercommunity
[2] salesforceohana

Top Hashtags in Tweet in G6:
[15] df22
[3] dreamforce
[2] salesforce
[1] dreamforce2022
[1] trailheadquest
[1] trailhead
[1] drn
[1] tech
[1] healthcare
[1] cx

Top Hashtags in Tweet in G7:
[19] salesforce
[15] dreamforce
[12] df22
[8] trailhead
[5] trailblazercommunity
[4] futurefaster
[4] salesforcepartner
[3] dreamforce2022
[2] appexchange
[1] trailblazers

Top Hashtags in Tweet in G8:
[4] df22
[2] awesomeadmin
[1] trailheadquest
[1] salesforce
[1] df

Top Hashtags in Tweet in G9:
[16] dreamforce
[13] df22
[11] salesforce
[8] bearswilleatyou
[2] trailblazer
[2] trailhead
[1] cloudgalacticos
[1] ohana
[1] admin
[1] salesforcejobs

Top Hashtags in Tweet in G10:
[13] df22
[7] salesforce
[5] salesforceohana
[2] event
[2] technologytrends
[2] dreamforce2022
[2] technologynews
[1] trailblazercommunity
[1] salesforcedevelopment
[1] crmvendor

Top Words
Top Words in Tweet in Entire Graph:
[1563] dreamforce
[692] #df22
[523] salesforce
[241] #dreamforce
[199] year
[198] fun
[161] time
[160] back
[158] register
[158] trailhead

Top Words in Tweet in G1:
[188] dreamforce
[116] #df22
[74] back
[74] #dreamforce
[60] give
[59] learn
[58] san
[56] francisco
[54] fun
[47] salesforce

Top Words in Tweet in G2:
[222] salesforce
[176] #df22
[170] dreamforce
[90] fun
[88] chilipeppers
[85] update
[82] dreamfest
[81] major
[81] performing
[81] proceeds

Top Words in Tweet in G3:
[396] dreamforce
[123] #df22
[56] salesforce
[46] time
[41] marketingcloud
[41] year
[35] #dreamforce
[35] benioff
[35] nads_p07
[32] see

Top Words in Tweet in G4:
[483] dreamforce
[150] #df22
[104] salesforceadmns
[91] salesforce
[68] salesforcearchs
[65] time
[65] salesforcedevs
[54] year
[50] rlvanessagrant
[45] register

Top Words in Tweet in G5:
[70] dreamforce
[62] trailhead
[38] salesforce
[35] #df22
[23] road
[19] #trailheadquest
[19] ready
[14] check
[13] start
[13] preparing

Top Words in Tweet in G6:
[36] dreamforce
[29] tableau
[18] make
[17] learn
[15] #df22
[14] join
[13] skills
[13] sessions
[13] connections
[12] 50

Top Words in Tweet in G7:
[28] 10
[22] dreamforce
[19] #salesforce
[15] #dreamforce
[15] trailmix
[15] 2022
[14] complete
[14] september
[14] 19
[14] chance

Top Words in Tweet in G8:
[45] dreamforce
[16] salesforceamy
[12] girlygeeksocial
[12] saasy_sistah
[12] justguilda
[12] notisblank
[11] rockchick322004
[11] adam17amo
[10] cyril_louis
[9] zazamataz

Top Words in Tweet in G9:
[21] dreamforce
[16] #dreamforce
[13] #df22
[12] salesforce
[11] #salesforce
[8] year
[8] 2022
[8] hooliforce
[8] rejected
[8] again

Top Words in Tweet in G10:
[19] dreamforce
[15] akash_sfdc
[13] #df22
[8] emergency
[8] request
[8] visa
[8] attend
[7] #salesforce
[7] salesforceorg
[6] submitted

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[141] #df22,update
[141] proceeds,benefit
[140] major,#df22
[140] performing,dreamfest
[140] dreamfest,proceeds
[133] san,francisco
[99] give,back
[94] update,chilipeppers
[94] chilipeppers,performing
[94] benefit,ucsfchildrens

Top Word Pairs in Tweet in G1:
[60] give,back
[56] san,francisco
[41] red,hot
[41] hot,chili
[41] chili,peppers
[33] peppers,performing
[33] benefit,ucsf
[33] ucsf,benioff
[33] benioff,children's
[33] children's,hospital

Top Word Pairs in Tweet in G2:
[81] major,#df22
[81] #df22,update
[81] performing,dreamfest
[81] dreamfest,proceeds
[81] proceeds,benefit
[78] update,chilipeppers
[78] chilipeppers,performing
[78] benefit,ucsfchildrens
[78] ucsfchildrens,fun
[73] salesforce,major

Top Word Pairs in Tweet in G3:
[31] nads_p07,dreamforce
[27] dreamforce,benioff
[27] benioff,justguilda
[25] justguilda,marketingcloud
[15] dreamforce,year
[15] san,francisco
[14] lakhan_sfdc,dreamforce
[14] #df22,#dreamforce
[13] major,#df22
[13] #df22,update

Top Word Pairs in Tweet in G4:
[42] salesforcedevs,salesforceadmns
[22] dreamforce,year
[22] salesforcearchs,salesforcedevs
[22] salesforceux,salesforcearchs
[21] first,time
[21] dreamforce,salesforcearchs
[20] salesforceadmns,salesforcearchs
[20] dreamforce,salesforceux
[20] badge,trailhead
[19] calling,salesforcedevs

Top Word Pairs in Tweet in G5:
[23] road,dreamforce
[19] salesforce,trailhead
[18] dreamforce,#trailheadquest
[18] #trailheadquest,ready
[13] start,preparing
[13] preparing,#df22
[13] #df22,season
[13] season,arrived
[13] arrived,check
[13] check,road

Top Word Pairs in Tweet in G6:
[13] learn,skills
[13] sessions,make
[13] make,connections
[12] skills,50
[12] 50,tableau
[7] join,tableau
[7] largest,software
[7] software,conference
[7] conference,learn
[7] tableau,crm

Top Word Pairs in Tweet in G7:
[14] complete,trailmix
[14] trailmix,september
[14] september,19
[14] 19,2022
[14] 2022,chance
[14] chance,win
[14] win,10
[14] 10,trailblazer
[14] trailblazer,hoodies
[14] hoodies,10

Top Word Pairs in Tweet in G8:
[12] dreamforce,saasy_sistah
[9] adam17amo,girlygeeksocial
[8] saasy_sistah,rockchick322004
[8] rockchick322004,justguilda
[7] salesforceamy,dreamforce
[7] justguilda,notisblank
[6] zazamataz,cyril_louis
[6] notisblank,adam17amo
[5] notisblank,dreamforce
[5] justguilda,adam17amo

Top Word Pairs in Tweet in G9:
[8] rejected,again
[8] again,#dreamforce
[8] #dreamforce,#df22
[8] #df22,#bearswilleatyou
[7] hooliforce,rejected
[6] looking,attend
[6] attend,#salesforce
[6] #salesforce,community
[6] community,event
[6] event,before

Top Word Pairs in Tweet in G10:
[5] akash_sfdc,hello
[5] hello,#salesforceohana
[5] #salesforceohana,today
[5] today,submitted
[5] submitted,emergency
[5] emergency,request
[5] request,visa
[5] visa,attend
[5] attend,dreamforce
[5] dreamforce,#df22

Top Replied-To
Top Replied-To in Entire Graph:
@nads_p07
@rlvanessagrant
@dreamforce
@melissahilldees
@salesforceadmns
@lissa__x
@_andrewrusso
@lakhan_sfdc
@nickersuniverse
@itsmejanet_e

Top Replied-To in G2:
@gregg_johnson
@salesforce
@dreamforce
@akbar_ahamd
@crmitsolutions
@blackswansmedia
@dandarcy
@abbrevtalk
@sfdc_nerd
@paolo

Top Replied-To in G3:
@nads_p07
@lakhan_sfdc
@dreamforce
@rlvanessagrant
@salesforceadmns
@demariamike
@danieljpeter
@tonivallentine
@robsalesforce
@salesforcejobs

Top Replied-To in G4:
@melissahilldees
@rlvanessagrant
@_andrewrusso
@lissa__x
@itsmejanet_e
@salesforceadmns
@ericdresh
@gabbalishus
@nickersuniverse
@nads_p07

Top Replied-To in G5:
@lisamalmanger
@ishrat_bhatti
@santanuboral
@akhilesh2s
@nads_p07
@trailhead
@rlvanessagrant
@dreamforce
@akash_sfdc
@kavindrapatel

Top Replied-To in G6:
@gnayyar
@andytoronto

Top Replied-To in G7:
@akash_sfdc
@cloudgalacticos
@dreamforce
@gauravkheterpal
@nads_p07

Top Replied-To in G8:
@salesforceamy
@rockchick322004
@brendaglasser
@jackiermedina
@notisblank
@modifiedakshay
@batess
@tracyeringreene
@spilzer
@itsmejanet_e

Top Replied-To in G9:
@davidgiller
@nads_p07

Top Replied-To in G10:
@akash_sfdc
@imalizzzard
@skye_force

Top Mentioned
Top Mentioned in Entire Graph:
@dreamforce
@salesforce
@trailhead
@salesforceadmns
@chilipeppers
@ucsfchildrens
@salesforcedevs
@salesforcearchs
@justguilda
@benioff

Top Mentioned in G1:
@techzine

Top Mentioned in G2:
@salesforce
@chilipeppers
@ucsfchildrens
@dreamforce
@partnerforce
@trailhead
@dandarcy
@briantong
@salesforcenews
@salesforcees

Top Mentioned in G3:
@dreamforce
@salesforce
@marketingcloud
@justguilda
@benioff
@salesforceadmns
@tonivallentine
@trailhead
@servicecloud
@ucsfchildrens

Top Mentioned in G4:
@dreamforce
@salesforceadmns
@salesforcearchs
@salesforcedevs
@salesforce
@trailhead
@ericdresh
@rlvanessagrant
@salesforceux
@projectnightx2

Top Mentioned in G5:
@trailhead
@dreamforce
@salesforce
@iqurattariq
@ishrat_bhatti
@kavindrapatel
@sfdckiran
@salesforcedevs
@mittuvikas
@mausampadhiyar

Top Mentioned in G6:
@tableau
@salesforce
@dreamforce
@btaylor
@salesforceeq
@u2songs
@itsmejanet_e
@capgemini
@this0499154500

Top Mentioned in G7:
@iamkapilbatra
@dreamforce
@trailhead
@mindtree_ltd
@salesfo
@salesforce
@_jxckmcc
@chrisiemarshall
@gauravkheterpal
@thisismarkjones

Top Mentioned in G8:
@dreamforce
@girlygeeksocial
@saasy_sistah
@justguilda
@notisblank
@adam17amo
@salesforceamy
@cyril_louis
@rockchick322004
@zazamataz

Top Mentioned in G9:
@hooliforce
@salesforceben
@dreamforce
@davidgiller
@xavier_emery
@cloudgalacticos
@salesforceuk
@salesforce

Top Mentioned in G10:
@dreamforce
@akash_sfdc
@salesforceorg
@salesforc
@salesforce
@robin_mackellar
@praveenamishra5
@codeatman
@smstickerswap
@cloudgalacticos

Top Tweeters
Top Tweeters in Entire Graph:
@chris_1791
@fabriciosx
@nypost
@andytoronto
@pubnblogll
@ke7zum
@buffymuffy4444
@pyscalellc
@slackhq
@mialis79

Top Tweeters in G1:
@pubnblogll
@mialis79
@paulcroubalian
@brandgrowthhack
@mytweetpack
@techinjektion
@geeorgey
@arsonistkitten
@techzine
@carolrowens

Top Tweeters in G2:
@fabriciosx
@coyotegulch
@sync_owners
@mellowslinkyb
@salesforce
@stefihane
@jasonlk
@afigueiredo
@jimlundy
@amchamcol

Top Tweeters in G3:
@slackhq
@arlanwashere
@cozmodiva
@danieljpeter
@marketingcloud
@snugsfbay
@withsecure
@sir_ganjani
@collinz
@kwongerific

Top Tweeters in G4:
@studentforce
@charlieisaacs
@kavindrapatel
@mikegerholdt
@docusign
@crocs
@paolo
@ericdresh
@tyoshikawa1106
@cfidurauk

Top Tweeters in G5:
@ke7zum
@faizayousuf
@sayitforwardnow
@thenitai
@usandindia
@narendramodi
@trailhead
@metasnacks
@smoothyxx
@kamalaharris

Top Tweeters in G6:
@andytoronto
@pyscalellc
@scalarhumanity
@jag_____
@bryanbastin
@capgemini
@tableau
@this0499154500
@gnayyar
@prateekpsinha

Top Tweeters in G7:
@news_nocode
@nod3bot
@frcretweets
@nocodepediaa
@gauravkheterpal
@omprakash_it
@mindtree_ltd
@nida_sfdc
@nitish_nky003
@jpleggett

Top Tweeters in G8:
@modifiedakshay
@youtube
@salesforceamy
@batess
@girlygeeksocial
@mistyraejones
@adam17amo
@rockchick322004
@cyril_louis
@saasy_sistah

Top Tweeters in G9:
@toddenders
@davidgiller
@richardlucking
@eddystone82
@salesforceuk
@andyboettcher
@salesforceben
@baylishka227
@naturallypaul
@prolayc

Top Tweeters in G10:
@nickisnpdx
@salesforceorg
@karunatayal03
@mbaizman
@lgin412
@cblittlefield
@joedesiderio
@imalizzzard
@exponent_sf
@sfindnonprofit