dreamforce, Twitter, 3/7/2021 2:17:46 AM, 250243


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dreamforce_2021-03-06_13-24-07.xlsx
dreamforce_2021-03-06_13-24-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 07, 2021
Short Description:
dreamforce via NodeXL https://bit.ly/3kSpEWn
@dreamforce
@newdelhisfdcdug
@survivormoda
@benioff
@salesforce
@ericdresh
@gokarngowri
@rnizielski
@miketrose
@endiem

Top hashtags:
#dreamforce
#salesforce
#contentmarketing
#leadingthroughchange
#trailblazingwomen

Description:
Description
The graph represents a network of 279 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, 06 March 2021 at 21:24 UTC.

The requested start date was Saturday, 06 March 2021 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, 18-hour, 10-minute period from Saturday, 20 February 2021 at 05:30 UTC to Friday, 05 March 2021 at 23:40 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 : 279
Unique Edges : 278
Edges With Duplicates : 344
Total Edges : 622
Number of Edge Types : 5
Replies to : 70
Mentions : 224
Tweet : 97
Retweet : 96
MentionsInRetweet : 135
Self-Loops : 101
Reciprocated Vertex Pair Ratio : 0.0644171779141104
Reciprocated Edge Ratio : 0.121037463976945
Connected Components : 71
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 119
Maximum Edges in a Connected Component : 354
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.647281
Graph Density : 0.00447384028261262
Modularity : 0.484622
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 279 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, 06 March 2021 at 21:24 UTC.

The requested start date was Saturday, 06 March 2021 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, 18-hour, 10-minute period from Saturday, 20 February 2021 at 05:30 UTC to Friday, 05 March 2021 at 23:40 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:
[22] https://www.bebee.com/producer/@john-white/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy
[7] https://www.sevaxapp.com/
[3] http://r.socialstudio.radian6.com/587ec12a-8410-4bc9-b504-b26939dc6139
[2] https://twitter.com/i/events/1243613006287605760
[2] https://sfdc.co/TWS2021
[2] https://player.whooshkaa.com/episode?id=797242
[2] https://www.epam.com/about/newsroom/press-releases/2021/epam-announces-agreement-to-acquire-polsource
[2] https://www.inficia.com/automate-your-business-process/
[2] http://dy.si/fDhr
[2] http://dy.si/fEqj2

Top URLs in Tweet in G1:
[3] http://r.socialstudio.radian6.com/587ec12a-8410-4bc9-b504-b26939dc6139
[2] https://twitter.com/i/events/1243613006287605760
[2] https://sfdc.co/TWS2021
[2] https://salesforce.org/
[1] http://r.socialstudio.radian6.com/5f92f4f8-925f-4ecb-bcc8-5ba878155488
[1] http://r.socialstudio.radian6.com/951e1880-0ce0-4b4c-aaa3-250623f3f15d
[1] https://twitter.com/salesforce/status/1367904877586903043
[1] http://r.socialstudio.radian6.com/12ba33e9-26d7-4447-897f-44c7b2682145
[1] https://sforce.co/2MOylEG
[1] https://sforce.co/307iuUK

Top URLs in Tweet in G2:
[15] https://www.bebee.com/producer/@john-white/two-sessions-at-dreamforce-2017-that-will-help-your-company-understand-why-people-buy
[1] https://twitter.com/odaseva/status/1361388598466125826
[1] https://www.linkedin.com/slink?code=dT6Uezg
[1] https://www.linkedin.com/slink?code=dSTxyEh
[1] https://lnkd.in/gnXKadR
[1] https://app.ens.domains/name/dreamforce.eth?utm_source=twitter&utm_campaign=registered
[1] https://anchor.fm/dreamforce-btl-online/episodes/El-Timbon-esta-Encendido---24-febrero-2021-er1j45
[1] https://www.salesforce.com/uk/blog/2021/02/dreamforce-to-you-best-ways-to-run-a-virtual-selling-team
[1] https://salesforce.smh.re/191
[1] https://www.linkedin.com/slink?code=dXgq3Zx

Top URLs in Tweet in G3:
[1] https://www.youtube.com/channel/UCjNqjjF80E3arIxLXucMdag

Top URLs in Tweet in G4:
[1] https://sforce.co/3r7Ug8S

Top URLs in Tweet in G5:
[2] https://www.epam.com/about/newsroom/press-releases/2021/epam-announces-agreement-to-acquire-polsource
[2] https://www.inficia.com/automate-your-business-process/
[1] https://pardot.crmscience.com/l/840703/2021-03-04/mqhp65
[1] https://pardot.crmscience.com/l/840703/2020-12-17/mmp5b7
[1] http://iactionable.com/contest/
[1] https://k2partnering.com/k2-blog/dreamforce-to-you-2020-and-the-digital-imperative/
[1] https://growthnatives.com/top-6-takeaways-from-the-dreamforce-2020-keynote/?utm_source=Twitter&utm_medium=Blog&utm_campaign=Top
[1] 6
[1] Takeaways
[1] from

Top URLs in Tweet in G6:
[2] https://player.whooshkaa.com/episode?id=797242
[1] https://twitter.com/racing_nsw/status/1363970037162278912

Top URLs in Tweet in G7:
[1] http://r.socialstudio.radian6.com/e8b4fe3c-d4c6-444a-9227-f138ed2f62c8
[1] https://www.salesforce.com/jp/events/dreamforce/

Top Domains
Top Domains in Tweet in Entire Graph:
[22] bebee.com
[13] linkedin.com
[11] twitter.com
[10] radian6.com
[9] salesforce.com
[7] smh.re
[7] sevaxapp.com
[5] sforce.co
[4] dy.si
[2] pscp.tv

Top Domains in Tweet in G1:
[8] radian6.com
[6] twitter.com
[6] salesforce.com
[4] sforce.co
[2] pscp.tv
[2] sfdc.co
[2] salesforce.org

Top Domains in Tweet in G2:
[15] bebee.com
[9] linkedin.com
[7] smh.re
[3] twitter.com
[2] protocol.com
[2] artparks.com
[1] lnkd.in
[1] ens.domains
[1] anchor.fm
[1] salesforce.com

Top Domains in Tweet in G3:
[1] youtube.com

Top Domains in Tweet in G4:
[1] sforce.co

Top Domains in Tweet in G5:
[2] crmscience.com
[2] epam.com
[2] inficia.com
[1] iactionable.com
[1] k2partnering.com
[1] growthnatives.com
[1] automationchampion.com

Top Domains in Tweet in G6:
[2] whooshkaa.com
[1] twitter.com

Top Domains in Tweet in G7:
[1] radian6.com
[1] salesforce.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19] dreamforce
[14] salesforce
[13] contentmarketing
[12] leadingthroughchange
[9] trailblazingwomen
[8] futureworks
[7] perseverance
[6] marketing
[5] hyperforce
[5] crm



Top Hashtags in Tweet in G1:
[12] leadingthroughchange
[9] trailblazingwomen
[5] marketinginmotion
[4] bwelltogether
[3] genderequality
[3] iwd2021
[2] womenshistorymonth
[2] transformwithplatform
[2] tws2021
[1] internationalwomensday

Top Hashtags in Tweet in G2:
[10] contentmarketing
[5] marketing
[2] salesforce
[2] dreamtx
[2] sculptor
[2] art
[1] futureready
[1] youtube
[1] はてなブログ
[1] customer360

Top Hashtags in Tweet in G4:
[1] pedroniforce
[1] roadtrip
[1] salesforceohana

Top Hashtags in Tweet in G5:
[11] salesforce
[9] dreamforce
[5] hyperforce
[5] crm
[3] sfdc
[3] dreamforcetoyou2020
[2] fintech
[2] insurtech
[2] dreamtx
[2] cloud

Top Hashtags in Tweet in G7:
[1] salesforce
[1] df2u

Top Hashtags in Tweet in G8:
[1] dreamforce

Top Words
Top Words in Tweet in Entire Graph:
[193] dreamforce
[39] salesforce
[28] join
[28] live
[27] people
[26] benioff
[25] buy
[24] help
[23] sessions
[23] company

Top Words in Tweet in G1:
[31] dreamforce
[24] join
[18] salesforce
[17] hear
[13] live
[12] leaders
[12] #leadingthroughchange
[11] week
[11] virtual
[10] summit

Top Words in Tweet in G2:
[54] dreamforce
[18] people
[17] buy
[16] sessions
[15] two
[15] 2017
[15] help
[15] company
[15] understand
[13] 2020

Top Words in Tweet in G3:
[12] recording
[12] session
[12] marketing
[12] automation
[12] somyakrishna12
[12] live
[12] 8pm
[12] tonight
[12] youtube
[12] channel

Top Words in Tweet in G4:
[16] trailhead
[14] dreamforce
[14] guillermopedron
[13] gabbalishus
[4] best
[4] luck
[2] start
[2] âœ
[2] today
[2] move

Top Words in Tweet in G5:
[11] #salesforce
[9] salesforce
[9] #dreamforce
[7] know
[5] crmscience
[5] blog
[5] #hyperforce
[5] brings
[5] major
[5] public

Top Words in Tweet in G6:
[8] dreamforce
[8] trial
[6] samadoubt
[6] win
[6] canterbury
[5] second
[4] randwick
[4] jtracingrwik
[4] prep
[4] leading

Top Words in Tweet in G7:
[13] salesforcejapan
[12] 完全デジタルで開催された2020年のdreamforce
[12] 300時間を超えるブレイクアウトセッションの中から
[12] 人気の高い31セッションを日本語通訳付きでご用意しました
[12] ぜひご覧ください
[12] 詳細と登録はこちら
[9] ãƒ
[3] さらに
[3] ご視聴登録いただいた先着500名の方にdreamforceオリジナルグッズのプレゼントも実施中です
[3] ぜひお早めにご登録ください

Top Words in Tweet in G8:
[21] dreamforce
[19] benioff
[10] ericdresh
[10] darthgarry
[7] fabmissc
[5] klueckeman
[3] cloudforce
[3] badge
[3] sure
[3] miss

Top Words in Tweet in G10:
[2] sashazandr
[2] chrisarvinsf
[2] calvinquick01
[2] lilithautomata
[2] esksf
[2] dreamforce
[2] day

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] two,sessions
[22] sessions,dreamforce
[22] dreamforce,2017
[22] 2017,help
[22] help,company
[22] company,understand
[22] understand,people
[22] people,buy
[17] dreamforce,2020
[15] trailhead,dreamforce

Top Word Pairs in Tweet in G1:
[10] #leadingthroughchange,hear
[9] virtual,events
[9] events,webinars
[7] #trailblazingwomen,summit
[6] jam,packed
[6] join,live
[6] live,listen
[6] join,sbhartlagemd
[6] sbhartlagemd,#leadingthroughchange
[6] hear,loumetrohealth

Top Word Pairs in Tweet in G2:
[15] two,sessions
[15] sessions,dreamforce
[15] dreamforce,2017
[15] 2017,help
[15] help,company
[15] company,understand
[15] understand,people
[15] people,buy
[12] dreamforce,2020
[10] buy,#contentmarketing

Top Word Pairs in Tweet in G3:
[12] recording,session
[12] session,marketing
[12] marketing,automation
[12] automation,somyakrishna12
[12] somyakrishna12,live
[12] live,8pm
[12] 8pm,tonight
[12] tonight,youtube
[12] youtube,channel
[11] newdelhisfdcdug,recording

Top Word Pairs in Tweet in G4:
[14] trailhead,dreamforce
[14] dreamforce,guillermopedron
[13] gabbalishus,trailhead
[4] best,luck
[3] guillermopedron,best
[2] guillermopedron,safe
[2] safe,travels

Top Word Pairs in Tweet in G5:
[5] blog,#hyperforce
[5] #hyperforce,brings
[5] brings,salesforce
[5] salesforce,major
[5] major,public
[5] public,clouds
[5] clouds,click
[5] click,link
[5] link,learn
[5] learn,everything

Top Word Pairs in Tweet in G6:
[6] trial,win
[4] samadoubt,second
[4] second,trial
[4] win,prep
[4] prep,leading
[4] leading,way
[4] way,1100m
[4] 1100m,heat
[4] heat,canterbury
[4] canterbury,over

Top Word Pairs in Tweet in G7:
[12] 完全デジタルで開催された2020年のdreamforce,300時間を超えるブレイクアウトセッションの中から
[12] 300時間を超えるブレイクアウトセッションの中から,人気の高い31セッションを日本語通訳付きでご用意しました
[12] 人気の高い31セッションを日本語通訳付きでご用意しました,ぜひご覧ください
[12] ぜひご覧ください,詳細と登録はこちら
[11] salesforcejapan,完全デジタルで開催された2020年のdreamforce
[6] ãƒ,ãƒ
[3] さらに,ご視聴登録いただいた先着500名の方にdreamforceオリジナルグッズのプレゼントも実施中です
[3] ご視聴登録いただいた先着500名の方にdreamforceオリジナルグッズのプレゼントも実施中です,ぜひお早めにご登録ください
[2] salesforcejapan,さらに

Top Word Pairs in Tweet in G8:
[12] dreamforce,benioff
[8] ericdresh,dreamforce
[4] darthgarry,ericdresh
[3] klueckeman,fabmissc
[3] fabmissc,darthgarry
[2] fabmissc,dreamforce
[2] fabmissc,ericdresh
[2] darthgarry,klueckeman
[2] darthgarry,dreamforce
[2] benioff,thank

Top Word Pairs in Tweet in G10:
[2] sashazandr,chrisarvinsf
[2] chrisarvinsf,calvinquick01
[2] calvinquick01,lilithautomata
[2] lilithautomata,esksf

Top Replied-To
Top Replied-To in Entire Graph:
@gabbalishus
@darthgarry
@benioff
@group1challeng1
@ericdresh
@fabmissc
@klueckeman
@trgmikewood
@melissahilldees
@s0rin115_123

Top Replied-To in G1:
@melissahilldees
@dandarcy
@dreamforce
@mehansen82
@swbjoyce
@colinjfleming
@ed_wilbourne

Top Replied-To in G4:
@gabbalishus
@emsbigfoot

Top Replied-To in G6:
@tabcomau

Top Replied-To in G8:
@darthgarry
@benioff
@ericdresh
@fabmissc
@klueckeman
@gabbalishus
@wolfepereira

Top Replied-To in G9:
@alanlepo

Top Replied-To in G10:
@mayavada
@coolgrey

Top Mentioned
Top Mentioned in Entire Graph:
@dreamforce
@trailhead
@guillermopedron
@benioff
@salesforcejapan
@salesforce
@somyakrishna12
@newdelhisfdcdug
@ericdresh
@sbhartlagemd

Top Mentioned in G1:
@dreamforce
@salesforce
@sbhartlagemd
@loumetrohealth
@amldnhr
@3m
@salesforceeq
@salesforcesmb
@swbjoyce
@marketingcloud

Top Mentioned in G3:
@somyakrishna12
@newdelhisfdcdug
@kavindrapatel
@msakthivel83
@rupeshbhatia85
@amit_sfdc
@amandabauman
@digitalbhardwaj
@ikishorebt
@salesforce

Top Mentioned in G4:
@trailhead
@dreamforce
@guillermopedron
@gabbalishus

Top Mentioned in G5:
@crmscience
@rakeshistom
@growthnatives
@geopointe
@nick_marchini
@inficia1
@k2university
@neumontalumni

Top Mentioned in G6:
@jtracingrwik
@sen_track
@racing_nsw
@bbakerracing
@andrewbensley
@bigsportsbrekky
@tabcomau
@darby_racing
@anz_news

Top Mentioned in G7:
@salesforcejapan

Top Mentioned in G8:
@dreamforce
@benioff
@ericdresh
@darthgarry
@fabmissc
@klueckeman
@midwest_dreamin
@trailhead
@guillermopedron
@activecampaign

Top Mentioned in G9:
@armano
@charleneli
@katetalbot2
@iangertler
@gssahni

Top Mentioned in G10:
@sashazandr
@chrisarvinsf
@calvinquick01
@lilithautomata
@esksf

Top Tweeters
Top Tweeters in Entire Graph:
@ensbot
@pubnblogll
@crwriter1
@fastcompany
@sculpture_art
@mialis79
@paulcroubalian
@drgarysharpe
@coolgrey
@thekenyeung

Top Tweeters in G1:
@salesforce
@jaythelion5
@marketingcloud
@asksalesforce
@gabbybernstein
@noordintech
@melissahilldees
@dreamforce
@salesforcesmb
@salesforcedevs

Top Tweeters in G2:
@ensbot
@pubnblogll
@crwriter1
@sculpture_art
@paulcroubalian
@drgarysharpe
@brandgrowthhack
@sfdc_ebooks
@rocksmallbiz
@carolrowens

Top Tweeters in G3:
@kavindrapatel
@rupeshbhatia85
@ikishorebt
@digitalbhardwaj
@amandabauman
@sushant21791
@msakthivel83
@newdelhisfdcdug
@amit_sfdc
@shaliniiigupta

Top Tweeters in G4:
@cproppe
@trailhead
@tgarciab
@yramtsfdc
@jocelynfennewal
@guillermopedron
@gabbalishus
@2manyhockeys
@jasonbyrd
@prag_rk

Top Tweeters in G5:
@appitekbot
@godfrey_g_
@rakeshistom
@crmscience
@bhaskarareddys
@geopointe
@k2university
@joeproactive
@arunkur94
@nick_marchini

Top Tweeters in G6:
@aussiecoley
@tabcomau
@andrewbensley
@racing_nsw
@bigsportsbrekky
@tracksidetrav
@anz_news
@sen_track
@darby_racing
@bbakerracing

Top Tweeters in G7:
@tyoshikawa1106
@ho0922
@ekodasolo
@salesforcejapan
@endou_kanako
@dare_sdmktg
@gildetech4sf
@auauaoeoeo
@da_hara0323
@tsukuikosei

Top Tweeters in G8:
@dinabass
@ericdresh
@andreaa26765195
@darthgarry
@benioff
@fabmissc
@activecampaign
@wolfepereira
@klueckeman
@cloudgalacticos

Top Tweeters in G9:
@thekenyeung
@iangertler
@armano
@alanlepo
@gssahni
@katetalbot2
@charleneli

Top Tweeters in G10:
@coolgrey
@esksf
@chrisarvinsf
@mayavada
@calvinquick01
@lilithautomata
@sashazandr


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