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dreamforce_2023-01-14_13-07-13.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2023
Short Description:
dreamforce via NodeXL https://bit.ly/3H8vm3r
@dreamforce
@salesforce
@benioff
@irish_dissident
@trailhead
@sallyeaves
@deloittedigital
@charlieisaacs
@cnbc
@madmilker

Top hashtags:
#df22
#dreamforce
#salesforce
#stop
#dreamforce2022
#trailblazercommunity

Description:
Description
The graph represents a network of 3,206 Twitter users whose recent tweets contained "dreamforce", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 21:14 UTC.

The tweets in the network were tweeted over the 2111-day, 21-hour, 10-minute period from Monday, 03 April 2017 at 01:58 UTC to Friday, 13 January 2023 at 23:09 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 3206
Unique Edges : 4322
Edges With Duplicates : 11106
Total Edges : 15428
Number of Edge Types : 9
Tweet : 1387
Mentions : 3415
Retweet : 1730
MentionsInRetweet : 3026
MentionsInReplyTo : 4449
Replies to : 1033
Quote : 159
MentionsInQuote : 205
MentionsInQuoteReply : 24
Self-Loops : 2054
Reciprocated Vertex Pair Ratio : 0.0765036086607859
Reciprocated Edge Ratio : 0.142133492252682
Connected Components : 535
Single-Vertex Connected Components : 360
Maximum Vertices in a Connected Component : 2375
Maximum Edges in a Connected Component : 14034
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.329809
Graph Density : 0.000653221387745092
Modularity : 0.302104
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,206 Twitter users whose recent tweets contained "dreamforce", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 21:14 UTC.

The tweets in the network were tweeted over the 2111-day, 21-hour, 10-minute period from Monday, 03 April 2017 at 01:58 UTC to Friday, 13 January 2023 at 23:09 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[158] https://www.sevaxapp.com/
[77] https://utmgrabber.com/
[67] https://www.sevaxapp.com/team-2/
[36] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1
[31] https://twitter.com/i/events/1572747186223579138
[28] https://twitter.com/Dreamforce/status/1593272965138944002/photo/1
[24] https://salesforcedrillers.com/learn-andriod/android-app-development/
[23] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy
[22] https://salesforcedrillers.com/learn-mean/introduction-to-node-js/
[21] https://twitter.com/Dreamforce/status/1590388907362877444/photo/1

Top URLs in Tweet in G1:
[31] https://twitter.com/i/events/1572747186223579138
[16] https://twitter.com/PablitoPuraVida/status/1585719215855906816/photo/1
[8] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1
[6] https://twitter.com/salesforce/status/1570599910046683136/photo/1
[5] https://www.salesforce.com/plus/?d=7013y000002EWirAAG&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=10-gated_yes,11-destination_salesforce_plus,12-event_n/a,2-amer,4-dreamforce,7-event_yes,8-link_yes,9-original_yes
[4] https://twitter.com/salesforce/status/1587051874695479300/photo/1
[4] https://twitter.com/Dreamforce/status/1593272965138944002/photo/1
[4] https://twitter.com/JujharSinghsf/status/1574453883732213761/photo/1
[4] https://elongate.cc/salesforce/
[4] https://retailminded.com/dreamforce-2022-10-highlights-retailers-learn

Top URLs in Tweet in G2:
[20] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1
[9] https://twitter.com/Dreamforce/status/1589690914909425664/video/1
[9] https://twitter.com/Dreamforce/status/1590388907362877444/photo/1
[5] https://twitter.com/Dreamforce/status/1594012728980832256
[5] https://twitter.com/adam17amo/status/1597988198419816450/photo/1
[4] https://bobbuzz.substack.com/p/dreamforce-2022?sd=pf
[4] https://twitter.com/Dreamforce/status/1589690914909425664
[4] https://admin.salesforce.com/blog/2022/recap-of-dreamforce-22-for-salesforce-admins
[4] https://twitter.com/Dreamforce/status/1594012728980832256/photo/1
[4] https://twitter.com/ImYasinMallick/status/1562142098886758401/photo/1

Top URLs in Tweet in G3:
[12] https://twitter.com/Dreamforce/status/1593272965138944002/photo/1
[9] https://twitter.com/Dreamforce/status/1589690914909425664/video/1
[8] https://twitter.com/Dreamforce/status/1574537482917629953/photo/1
[8] https://twitter.com/Dreamforce/status/1591128818794000386/photo/1
[7] https://twitter.com/Dreamforce/status/1572251315765669889
[6] https://twitter.com/Dreamforce/status/1587191390756184065/photo/1
[6] https://twitter.com/Dreamforce/status/1590388907362877444/photo/1
[5] https://twitter.com/divs_dc/status/1573328473518899202/photo/1
[4] https://www.salesforce.com/plus/?d=7013y000002EWirAAG&utm_source=twitter&utm_medium=organic_social&utm_campaign=amer_cbaw&utm_content=10-gated_yes,11-destination_salesforce_plus,12-event_n/a,2-amer,4-dreamforce,7-event_yes,8-link_yes,9-original_yes
[4] https://twitter.com/Dreamforce/status/1594012728980832256/photo/1

Top URLs in Tweet in G4:
[19] https://us.bebee.com/producer/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy
[11] https://asagarwal.com/
[9] https://www.businessinsider.com/salesforce-dreamforce-genie-launch-snowflake-databricks-real-time-2022-9
[8] https://tableausalesforce.connpass.com/event/264025/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter
[8] https://twitter.com/m_lavva/status/1594929227434192896/photo/1
[6] https://www.salesforce.com/blog/dream-quest-2022
[5] https://www.youtube.com/watch?v=-gsgkkRaZv0&feature=youtu.be

[5] https://retailminded.com/dreamforce-2022-10-highlights-retailers-learn
[5] https://www.protocol.com/newsletters/sourcecode/dreamforce-slack-salesforce-genie
[4] https://terakoyaforce.connpass.com/event/265343/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter

Top URLs in Tweet in G5:
[12] https://www.constellationr.com/blog-news/was-it-magic-or-was-it-dreamforce
[12] https://twitter.com/Dreamforce/status/1593272965138944002/photo/1
[7] https://www.instagram.com/p/CiymdZ1ri4a/
[6] https://tableausalesforce.connpass.com/event/264025/
[6] https://www.trailblazers.jp/news/N-000018
[5] https://sfag.connpass.com/event/262746/?utm_campaign=event_participate_to_follower&utm_source=notifications&utm_medium=twitter
[4] https://twitter.com/Benioff/status/1572637030408159232/photo/1
[4] https://twitter.com/gnayyar/status/1598788687143309312/photo/1
[4] https://twitter.com/gnayyar/status/1585269371504656384/photo/1
[4] https://www.tableau.com/blog/5-tableau-community-learnings-dreamforce

Top URLs in Tweet in G6:
[24] https://salesforcedrillers.com/learn-andriod/android-app-development/
[21] https://salesforcedrillers.com/learn-mean/introduction-to-node-js/
[20] https://salesforcedrillers.com/learn-python/programming-overview/
[20] https://salesforcedrillers.com/learn-aws/overview-of-cloud/
[18] https://salesforcedrillers.com/learn-flutter/introduction-on-flutter/
[12] https://salesforcedrillers.com/learn-devops/what-is-devops/
[12] https://salesforcedrillers.com/learn-data-science/introduction-to-data-science/
[10] https://hicglobalsolutions.com/blog/top-5-takeaways-from-dreamforce-2022/
[10] https://salesforcedrillers.com/learn-salesforce/overview-of-cloud/
[8] https://twitter.com/sallyeaves/status/1578680021425659905/photo/1

Top URLs in Tweet in G7:
[7] https://www.sfdcgirl.com/
[4] https://twitter.com/forceguru/status/1581152321157083141/photo/1
[4] https://twitter.com/UpdeshKum123/status/1606648615669465089/photo/1
[4] https://twitter.com/UpdeshKum123/status/1588840439914041345/photo/1
[4] https://twitter.com/Adiofficial07/status/1581976153463496705/photo/1
[4] https://twitter.com/gauravkheterpal/status/1585275611597090816/photo/1
[4] https://twitter.com/gauravkheterpal/status/1586228628437684224/photo/1
[4] https://twitter.com/PreetiKant3/status/1602683187892670464/photo/1
[4] https://twitter.com/Mrityunjaymjay/status/1581236157534195713/photo/1
[3] https://www.youtube.com/watch?v=CuNJ-fHrvfs


Top URLs in Tweet in G8:
[4] https://twitter.com/Irish_Dissident/status/1534910791798902791/photo/1
[3] https://twitter.com/Irish_Dissident/status/1581987220461785088/photo/1
[1] https://twitter.com/elonmusk/status/1601052786602348544/photo/1
[1] https://twitter.com/i/web/status/1583544594616025088
[1] https://twitter.com/QQ61831849/status/1583544594616025088/photo/1
[1] https://twitter.com/Irish_Dissident/status/1575528353645285376/video/1
[1] https://twitter.com/Irish_Dissident/status/1574809002260709377
[1] https://twitter.com/Irish_Dissident/status/1581988051114692609/photo/1
[1] https://twitter.com/Irish_Dissident/status/1534910791798902791
[1] https://news.yahoo.com/salesforce-losing-key-execs-behind-172135199.html

Top URLs in Tweet in G9:
[73] https://utmgrabber.com/
[9] https://www.salesforce.com/blog/marketing-cloud-innovations-dreamforce-22/?utm_campaign=amer_mktlobaw&utm_content=marketingcloud_&utm_medium=organic_social&utm_source=twitter
[3] https://www.salesforce.com/blog/what-is-salesforce-genie/
[3] https://twitter.com/MarketingCloud/status/1578481367880728576/video/1
[3] https://twitter.com/MarketingCloud/status/1588637421255680002/video/1
[3] https://twitter.com/MarketingCloud/status/1583177989184888833/video/1
[3] https://twitter.com/EkatObolenskaya/status/1578053754171039745/photo/1
[3] https://cloudely.com/dreamforce-2022-product-launches/
[2] https://www.youtube.com/playlist?list=PLoc93MnQcNN9ZtRERWsxcKpSaU5bxV5H0

[2] https://tv.dreamforcebtl.com/top-15-dreamforce-connection/

Top URLs in Tweet in G10:
[3] https://twitter.com/Dreamforce/status/1590388907362877444/photo/1
[2] https://vedegoforce.com/2022/10/11/4-key-innovations-featured-in-dreamforce-2022/
[2] https://www.asagarwal.com/df22-dreamforce-2022-key-announcements-from-developer-keynote/?utm_source=twitter&utm_medium=tweet&utm_campaign=df22-keynote-announcements
[2] https://www.asagarwal.com/df22-dreamforce-2022-key-announcements-from-trailblazer-keynote/?utm_source=twitter&utm_medium=tweet&utm_campaign=df22-keynote-announcements
[2] https://trailblazercommunitygroups.com/events/details/salesforce-salesforce-developer-group-munich-germany-presents-genie-winter-magic/
[2] https://www.salesforceben.com/dreamforce-2023-pre-registration-save-the-date/
[2] https://admin.salesforce.com/blog/2022/best-of-dreamforce-migrate-smarter-with-marti-pirkle-and-lisa-king-podcast
[2] https://admin.salesforce.com/blog/2022/recap-of-dreamforce-22-for-salesforce-admins
[1] https://www.linkedin.com/newsletters/salesforce-blog-vedego-force-6987539660247830528/
[1] https://twitter.com/vedegoforce/status/1579880150212415488/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1930] twitter.com
[366] salesforce.com
[330] smh.re
[233] sevaxapp.com
[186] salesforcedrillers.com
[77] utmgrabber.com
[68] youtube.com
[57] connpass.com
[52] linkedin.com
[47] radian6.com

Top Domains in Tweet in G1:
[208] twitter.com
[93] smh.re
[57] salesforce.com
[11] youtube.com
[8] linkedin.com
[8] corraogroup.com
[5] cbh.com
[4] elongate.cc
[4] retailminded.com
[4] marketingdirecto.com

Top Domains in Tweet in G2:
[398] twitter.com
[41] salesforce.com
[22] radian6.com
[9] youtube.com
[9] trailblazercommunitygroups.com
[5] medium.com
[5] co.uk
[5] smh.re
[4] substack.com
[4] smartcherrysthoughts.com

Top Domains in Tweet in G3:
[386] twitter.com
[46] salesforce.com
[33] smh.re
[13] radian6.com
[8] baybridgedigital.com
[6] spocket.co
[6] trailblazercommunitygroups.com
[5] youtube.com
[4] nypost.com
[4] linkedin.com

Top Domains in Tweet in G4:
[130] twitter.com
[89] smh.re
[42] salesforce.com
[23] connpass.com
[22] asagarwal.com
[20] linkedin.com
[19] bebee.com
[13] okt.to
[12] salesforceben.com
[11] protocol.com

Top Domains in Tweet in G5:
[175] twitter.com
[40] smh.re
[33] connpass.com
[30] salesforce.com
[14] constellationr.com
[9] tableau.com
[7] instagram.com
[7] trailblazercommunitygroups.com
[6] trailblazers.jp
[4] utmgrabber.com

Top Domains in Tweet in G6:
[185] salesforcedrillers.com
[175] twitter.com
[46] salesforce.com
[19] hicglobalsolutions.com
[7] forcetalks.com
[6] salesforceben.com
[5] smh.re
[5] retailminded.com
[3] salesforcedriller.com
[2] substack.com

Top Domains in Tweet in G7:
[95] twitter.com
[45] salesforce.com
[8] sfdcgirl.com
[8] mulesoft.com
[5] youtube.com
[3] linkedin.com
[1] bitly.ws
[1] t.me
[1] medium.com
[1] wordpress.com

Top Domains in Tweet in G8:
[16] twitter.com
[1] yahoo.com
[1] mobilize.us
[1] newyork-company.com

Top Domains in Tweet in G9:
[104] twitter.com
[73] utmgrabber.com
[22] salesforce.com
[13] youtube.com
[10] dreamforcebtl.online
[5] cloudely.com
[4] wordpress.org
[2] dreamforcebtl.com
[1] vimeo.com
[1] anchor.fm

Top Domains in Tweet in G10:
[17] asagarwal.com
[12] twitter.com
[10] salesforce.com
[10] youtube.com
[6] t.co
[3] trailblazercommunitygroups.com
[3] salesforceben.com
[2] vedegoforce.com
[1] linkedin.com
[1] quip.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1019] df22
[665] dreamforce
[642] salesforce
[250] stop
[132] dreamforce2022
[128] trailblazercommunity
[110] salesforcetour
[77] utmgrabber
[74] trailhead
[74] utmtracking



Top Hashtags in Tweet in G1:
[353] df22
[250] stop
[71] dreamforce
[38] salesforce
[18] einstein
[17] bots
[15] dreamforce2022
[10] finserv
[10] technology
[9] sanfrancisco

Top Hashtags in Tweet in G2:
[173] df22
[61] dreamforce
[60] salesforce
[35] tdx23
[34] trailblazercommunity
[17] salesforcetour
[16] awesomeadmin
[14] awesomeadmins
[13] trailblazers
[7] tttc

Top Hashtags in Tweet in G3:
[161] df22
[67] salesforce
[63] salesforcetour
[50] dreamforce
[18] tdx23
[18] dreamforce2022
[11] salesforcepartner
[8] df
[8] digitaltransformation
[7] trailblazercommunity

Top Hashtags in Tweet in G4:
[106] salesforce
[68] dreamforce
[47] df22
[27] dreamforce2022
[16] genie
[14] datalake
[14] deltalake
[14] databricks
[12] contentmarketing
[11] cdp

Top Hashtags in Tweet in G5:
[69] df22
[45] dreamforce
[29] salesforce
[27] dfgg
[24] tabforce
[23] archjapan
[20] df22gg
[12] data
[12] cloud
[11] cdp

Top Hashtags in Tweet in G6:
[100] df22
[91] dreamforce
[77] salesforce
[61] communications
[61] keynote
[40] learning
[38] tech
[37] consumer
[25] innovation
[24] salesforcedeveloper

Top Hashtags in Tweet in G7:
[55] trailblazercommunity
[45] motiharimeetup
[41] trailhead
[28] df22
[26] sfdg22
[21] salesforce
[10] witdreamin22
[10] dreamforce
[4] sfdcgirl
[4] jaipurdg

Top Hashtags in Tweet in G8:
[5] wallstreet
[4] themarket
[4] news
[4] siliconvalley
[4] jimcramer
[4] cnbc
[3] dreamforce
[2] italy
[2] rome
[2] milan

Top Hashtags in Tweet in G9:
[78] salesforce
[78] dreamforce
[75] utmgrabber
[74] utmtracking
[60] woocommerce
[43] marketing
[43] marketingagency
[43] elementorpro
[40] marketingtools
[36] integromat

Top Hashtags in Tweet in G10:
[14] salesforce
[13] dreamforce
[6] df22
[4] trailblazers
[3] belikecheryl
[3] winter23
[3] tttc
[3] awesomeadmins
[3] awesomeadmin
[2] vedegoforce

Top Words
Top Words in Tweet in Entire Graph:
[3869] dreamforce
[2310] salesforce
[1019] #df22
[663] #dreamforce
[638] #salesforce
[484] 2022
[397] more
[387] learn
[367] trailhead
[354] magic

Top Words in Tweet in G1:
[737] salesforce
[665] dreamforce
[354] #df22
[250] opt
[250] reply
[250] #stop
[219] final
[208] magic
[204] streaming
[194] seat

Top Words in Tweet in G2:
[820] dreamforce
[289] salesforce
[173] #df22
[156] trailhead
[95] salesforcedevs
[80] salesforceadmns
[65] melissahilldees
[65] time
[63] more
[63] see

Top Words in Tweet in G3:
[545] dreamforce
[183] salesforce
[161] #df22
[67] #salesforce
[63] #salesforcetour
[59] more
[56] nyc
[50] #dreamforce
[43] time
[42] 2022

Top Words in Tweet in G4:
[448] dreamforce
[191] salesforce
[112] 2022
[106] #salesforce
[68] #dreamforce
[59] more
[47] #df22
[46] genie
[44] slack
[40] data

Top Words in Tweet in G5:
[228] dreamforce
[145] salesforce
[109] benioff
[69] #df22
[60] 2022
[56] global
[49] paul
[48] tableau
[46] gathering
[45] #dreamforce

Top Words in Tweet in G6:
[468] salesforce
[264] dreamforce
[159] learn
[121] appexchange
[114] partnerforce
[109] salesforceorg
[108] marketingcloud
[99] #df22
[90] #dreamforce
[89] site

Top Words in Tweet in G7:
[192] dreamforce
[78] trailhead
[57] salesforcedevs
[55] #trailblazercommunity
[51] salesforce
[45] #motiharimeetup
[45] adiofficial07
[44] badge
[44] earned
[41] madhusudan_2002

Top Words in Tweet in G8:
[16] salesforce
[14] benioff
[13] dreamforce
[10] elonmusk
[7] twitter
[7] jimcramer
[5] medical
[5] #wallstreet
[5] arr
[4] quarter

Top Words in Tweet in G9:
[80] dreamforce
[78] #dreamforce
[78] #salesforce
[75] #utmgrabber
[74] #utmtracking
[60] #woocommerce
[51] marketingcloud
[43] #elementorpro
[43] #marketingagency
[43] #marketing

Top Words in Tweet in G10:
[72] dreamforce
[21] salesforce
[18] keynote
[15] 2022
[14] #salesforce
[13] #dreamforce
[13] salesforcedevs
[12] cherfeldman
[12] first
[10] recap

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[339] dreamforce,2022
[250] reply,#stop
[250] #stop,opt
[195] front,row
[194] row,seat
[194] salesforce,dreamforce
[189] seat,dreamforce
[188] secure,front
[188] #df22,final
[188] final,step

Top Word Pairs in Tweet in G1:
[250] #stop,opt
[250] reply,#stop
[193] front,row
[193] row,seat
[188] seat,dreamforce
[188] ready,#df22
[188] step,secure
[188] #df22,final
[188] thanks,ready
[188] final,step

Top Word Pairs in Tweet in G2:
[44] salesforce,dreamforce
[37] best,dreamforce
[27] bringing,january
[27] taking,best
[27] dreamforce,bringing
[27] academy,taking
[27] 19,hands
[27] trailhead,academy
[27] january,19
[26] trailhead,trailhead

Top Word Pairs in Tweet in G3:
[54] #salesforcetour,nyc
[29] salesforce,dreamforce
[29] dreamforce,2022
[21] #df22,#salesforce
[16] k_ann_hamilton,dreamforce
[16] dreamforce,salesforce
[13] #df22,dreamforce
[13] dreamforce,'22
[12] san,francisco
[12] dreamforce,#df22

Top Word Pairs in Tweet in G4:
[100] dreamforce,2022
[26] dreamforce,22
[22] salesforce,genie
[20] sessions,dreamforce
[20] dreamforce,2017
[19] people,buy
[19] principais,insights
[19] dreamforce,brasil
[19] company,understand
[19] two,sessions

Top Word Pairs in Tweet in G5:
[46] global,gathering
[36] dreamforce,2022
[32] 2022,global
[24] paul,pelosi
[24] home,thoughts
[24] attack,paul
[24] paul,family
[24] pelosi,home
[24] shattered,hear
[24] hear,attack

Top Word Pairs in Tweet in G6:
[74] join,useful
[72] useful,site
[67] dreamforce,partnerforce
[64] salesforce,job
[63] job,career
[61] career,info
[61] #df22,#dreamforce
[57] site,salesforce
[55] appexchange,marketingcloud
[54] salesforceorg,salesforce

Top Word Pairs in Tweet in G7:
[44] badge,trailhead
[43] #trailblazercommunity,#motiharimeetup
[39] #motiharimeetup,#trailhead
[32] trailhead,dreamforce
[30] dreamforce,salesforcedevs
[25] #trailhead,#sfdg22
[24] #sfdg22,dreamforce
[23] madhusudan_2002,kanuls2
[23] kanuls2,imvedp
[22] abhinandanraj2,gauravk7121

Top Word Pairs in Tweet in G8:
[8] benioff,salesforce
[4] #jimcramer,#cnbc
[4] nypost,#themarket
[4] #wallstreet,#siliconvalley
[4] #news,#wallstreet
[4] #themarket,#news
[3] salesforce,dreamforce
[3] jimcramer,cnbc
[3] impressed,salesforce
[3] net,arr

Top Word Pairs in Tweet in G9:
[71] #utmgrabber,#utmtracking
[45] #salesforce,#dreamforce
[40] #marketing,#marketingagency
[40] #marketingtools,#salesforce
[40] #marketingagency,#marketingtools
[39] #utmtracking,#marketing
[37] #dreamforce,#elementorpro
[35] #elementorpro,#woocommerce
[28] #woocommerce,#marketingcanada
[23] #woocommerce,#woocommercewordpress

Top Word Pairs in Tweet in G10:
[14] dreamforce,2022
[8] save,date
[7] lisa,king
[6] shown,dreamforce
[6] best,dreamforce
[6] check,'contact
[6] appexchange,solution
[6] solution,check
[6] pre,registration
[6] flow,shown

Top Replied-To
Top Replied-To in Entire Graph:
@dreamforce
@melissahilldees
@salesforce
@k_ann_hamilton
@charlieisaacs
@rlvanessagrant
@kavindrapatel
@benioff
@justguilda

Top Replied-To in G1:
@salesforce
@elongateog
@conerguy
@imranah58417591
@fredericreid2
@hasina16712189
@anuragt56387493
@goss58
@rakeshk87765893
@jujharsinghsf

Top Replied-To in G2:
@dreamforce
@melissahilldees
@rlvanessagrant
@steph_herrera_
@justguilda
@corey_snow
@salesforcewill
@kavindrapatel
@charlieisaacs

Top Replied-To in G3:
@dreamforce
@k_ann_hamilton
@charlieisaacs
@gcaballeroinchi
@salesforce
@nitzanpelman
@divs_dc
@littleiglooo
@jlynn_mills
@enginutkan

Top Replied-To in G5:
@benioff
@gnayyar
@dreamforce
@yoshikiofficial
@charlieisaacs
@karliekloss
@tarastrong
@u2isable
@robsalesforce
@amy_e_weaver

Top Replied-To in G6:
@sundark_10
@enginutkan
@dianajaffesf
@dreamforce
@lottjrrichard
@piyushpatil7598
@monikasfdc
@thetechbee
@chrism5801
@charlieisaacs

Top Replied-To in G7:
@neetubansal5
@adiofficial07
@preetikant3
@monikasfdc
@kavindrapatel
@updeshkum123
@avinashvundemo1
@mayank_2045
@gauravkheterpal
@sundark_10

Top Replied-To in G8:
@nypost
@bob_wachter
@erictopol
@pharmadecisions
@elonmusk
@benioff
@judyannaggie
@mrastrothomas
@jason
@jimcramer

Top Replied-To in G9:
@marketingcloud

Top Replied-To in G10:
@ericdresh
@tweetsbyejordan
@sampo23
@ch_sz_knapp
@sing2me88
@czechdreamin
@lindsaytrails
@karenfidelak
@salesforceadmns
@leeanndroid

Top Mentioned
Top Mentioned in Entire Graph:
@dreamforce
@salesforce
@trailhead
@salesforcedevs
@salesforceorg
@salesforceadmns
@appexchange
@marketingcloud
@benioff
@partnerforce

Top Mentioned in G1:
@salesforce
@dreamforce
@colinjfleming
@lecharleslozano
@elongateog
@trailhead
@eranagrios
@slackhq
@salesforceorg
@jessdamassa

Top Mentioned in G2:
@dreamforce
@salesforce
@trailhead
@salesforcedevs
@salesforceadmns
@salesforcearchs
@salesforceorg
@appexchange
@melissahilldees
@nazarmykytyn

Top Mentioned in G3:
@dreamforce
@salesforce
@trailhead
@salesforceadmns
@fabientaillon
@ownbackup
@s4gconsulting
@saraehernandez2
@xactly
@osfdigital

Top Mentioned in G4:
@observantfarmer
@m_lavva
@computerhelphi

Top Mentioned in G5:
@benioff
@dreamforce
@salesforce
@maes_data
@btaylor
@sadahiro2929
@tableau
@lizkmiller
@trailhead
@salesforceorg

Top Mentioned in G6:
@dreamforce
@salesforce
@appexchange
@partnerforce
@marketingcloud
@salesforceorg
@kushpooja650
@salesforcejobs
@sallyeaves
@salesforceben

Top Mentioned in G7:
@dreamforce
@trailhead
@salesforcedevs
@madhusudan_2002
@adiofficial07
@omprakash_it
@imvedp
@gauravkheterpal
@kanuls2
@salesforce

Top Mentioned in G8:
@salesforce
@benioff
@elonmusk
@dreamforce
@jimcramer
@cnbc
@maxdkozlov
@nature
@joinmastodon
@davidsacks

Top Mentioned in G9:
@marketingcloud
@dreamforce
@utmgrabber
@salesforce
@youtube
@justguilda
@armejam44
@shibua
@salesforceorg
@ekatobolenskaya

Top Mentioned in G10:
@dreamforce
@cherfeldman
@salesforcedevs
@salesforce
@chrisiemarshall
@adamwhitesf
@ch_sz_knapp
@louiselockie
@adityanaag
@asagarwal

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@marciojmsilva
@linuxlkml
@evankirstel
@aaroncuddeback
@rahul05ranjan
@dataaugmented
@periscopeislit
@digestwordpress
@telstra

Top Tweeters in G1:
@chidambara09
@evankirstel
@godfrey_g_
@cnbc
@forbes
@rwang0
@harryjfriel28
@slackhq
@fredericreid2
@clarajeffery

Top Tweeters in G2:
@chrispirillo
@charlieisaacs
@fano_kgops
@rayneydaze
@tiktok_us
@anitamendeman
@evolvingwild
@u2threechords
@rupaulsdragrace
@alanlepo

Top Tweeters in G3:
@marciojmsilva
@walmart
@abc7newsbayarea
@union_sources
@digitaltransf11
@alwefaq
@warriors
@techzine
@kentrilbrand
@allenholub

Top Tweeters in G4:
@linuxlkml
@situationalcomm
@pubnblogll
@sculpture_art
@mialis79
@alan_nishihara
@drgarysharpe
@dogetalist
@agadirgroup
@brandgrowthhack

Top Tweeters in G5:
@periscopeislit
@valaafshar
@andytoronto
@alaskaair
@popelizbet
@usamiko
@holgermu
@congaqueen
@johnmaring2
@love2_xy

Top Tweeters in G6:
@telstra
@jamesvgingerich
@nicochan33
@bot_innovation
@akwyz
@yahoofinance
@annemichie5
@jblefevre60
@ipfconline1
@fabriziobustama

Top Tweeters in G7:
@aaroncuddeback
@jacobussystems
@mgupt108
@dietrasanders3
@danieljpeter
@atul31gupta
@cfidurauk
@crblake
@gauravkheterpal
@reddy_mrp

Top Tweeters in G8:
@nypost
@time
@abc7ny
@houstonchron
@dallasnews
@judyannaggie
@mysa
@startelegram
@karaswisher
@madmilker

Top Tweeters in G9:
@digestwordpress
@fadanconsultant
@robinheed
@wordpressvee
@bookrecommende7
@richaliciousone
@ho0922
@marketingcloud
@youtube
@tyoshikawa1106

Top Tweeters in G10:
@kwongerific
@jasonroberts850
@cherfeldman
@saidmurat
@shivanathd
@nikpanter
@arsenalaussie
@andreatarrell
@cirrusinsight
@justagirlygeek