#TDX19, Twitter, 6/3/2019 8:20:34 PM, 198893


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#TDX19_2019-06-03_12-02-47.xlsx
#TDX19_2019-06-03_12-02-47.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 03, 2019
Short Description:
#TDX19 via NodeXL http://bit.ly/2WC9B5y
@salesforce
@trailhead
@charlieisaacs
@valaafshar
@salesforcedevs
@kavindrapatel
@radhikabansalsf
@swbjoyce
@martinhoyes
@parkerharris

Top hashtags:
#tdx19
#codegoals
#salesforce
#trailheadx
#trailblazercommunity
#awesomeadmin

Description:
Description
The graph represents a network of 2,772 Twitter users whose recent tweets contained "#TDX19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 03 June 2019 at 19:37 UTC.

The tweets in the network were tweeted over the 9-day, 23-hour, 19-minute period from Friday, 24 May 2019 at 19:35 UTC to Monday, 03 June 2019 at 18:54 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 : 2772
Unique Edges : 9304
Edges With Duplicates : 7793
Total Edges : 17097
Self-Loops : 1870
Reciprocated Vertex Pair Ratio : 0.0603598374927452
Reciprocated Edge Ratio : 0.113847837985769
Connected Components : 162
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 2572
Maximum Edges in a Connected Component : 16810
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.16267
Graph Density : 0.00142711853285653
Modularity : 0.31916
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[116] https://lwc.dev
[38] https://twitter.com/i/broadcasts/1zqKVaVQWWYxB
[24] https://www.pscp.tv/w/b76ThTgxNTkwfDFPZEtydmJEV0VrS1hIFBYdbvrMaSy15Ulj7_eCrtkFmozSaI5IfxQOPcHdkg==
[24] https://www.sfchronicle.com/business/article/Many-conferences-aren-t-very-diverse-One-thing-13915215.php
[24] https://www.salesforce.com/blog/2019/05/build-blockchain-platform-apps-customers.html
[22] https://www.pscp.tv/w/b8A1_TgxNTkwfDFrdkpwT1ZMd0xiR0XUoQqis-tQ8EgaX52l1rmvaaTUG3DBtEr4hzsyiw4cIQ==
[21] https://developer.salesforce.com/blogs/2019/05/salesforce-mvps-at-tdx19.html
[18] https://www.pscp.tv/w/b76XpjF4bmpyeUFEZ2dHS1l8MXpxSlZhempQcGxHQlLXDXwHFZe8oSz0iD3jolPbuIWtdeAcs9AggwxHs8vm
[17] https://twitter.com/SfdcKiran/status/1133802606780796928
[17] https://www.pscp.tv/w/b76cvTgxNTkwfDFtcnhtdmJQQnpaS3ma-oDviqqbRPMWOsc57FcvKvuHG4LDUI1vtLYnNqPXnA==

Top URLs in Tweet in G1:
[23] https://twitter.com/i/broadcasts/1zqKVaVQWWYxB
[15] https://www.pscp.tv/w/b8A1_TgxNTkwfDFrdkpwT1ZMd0xiR0XUoQqis-tQ8EgaX52l1rmvaaTUG3DBtEr4hzsyiw4cIQ==
[12] https://secure.givelively.org/event/pepup-tech/pepup-tech-2019-2020-capital-campaign/pepup-tech-2019-trailheaddx-fundraiser-at-thirsty-bear-san-francisco
[11] https://www.pscp.tv/w/b76ThTgxNTkwfDFPZEtydmJEV0VrS1hIFBYdbvrMaSy15Ulj7_eCrtkFmozSaI5IfxQOPcHdkg==
[10] https://twitter.com/i/broadcasts/1yoKMErOvDYKQ
[10] https://www.salesforce.com/blog/2019/05/build-blockchain-platform-apps-customers.html
[10] https://lwc.dev
[9] https://www.pscp.tv/w/b763wjgxNTkwfDFCUkpqdmtnZXZRSndRNrNUIyGoXeHDHth6-SARRASttmfprtEg1W3mqpkBng==
[9] https://www.pscp.tv/w/b77HqzEyNTU3NTYwfDF5Tkdhdm5hcnB2SmpRz15x7uoMpXurBAr_kCTfvOTBZvptVMw2KWhOnzhF2A==
[9] https://developer.salesforce.com/blogs/2019/05/salesforce-mvps-at-tdx19.html

Top URLs in Tweet in G2:
[96] https://lwc.dev
[13] https://twitter.com/SfdcKiran/status/1133802606780796928
[9] https://lwc.dev/
[8] https://www.salesforce.com/blog/2019/05/express-yourself-trailmoji.html
[7] https://admin.salesforce.com/how-to-participate-in-trailheadx-19-from-anywhere
[6] https://developer.salesforce.com/blogs/2019/05/salesforce-mvps-at-tdx19.html#.XO2d9woCmg8.twitter
[5] https://twitter.com/trailhead/status/1133632876887597061
[5] https://www.pscp.tv/w/b77HqzEyNTU3NTYwfDF5Tkdhdm5hcnB2SmpRz15x7uoMpXurBAr_kCTfvOTBZvptVMw2KWhOnzhF2A==
[5] https://appexchange.salesforce.com/appxContentListingDetail?listingId=a0N3A00000Ecst9
[5] https://developer.salesforce.com/blogs/2019/05/salesforce-mvps-at-tdx19.html

Top URLs in Tweet in G3:
[9] https://www.sfchronicle.com/business/article/Many-conferences-aren-t-very-diverse-One-thing-13915215.php
[8] https://www.pscp.tv/w/b76XpjF4bmpyeUFEZ2dHS1l8MXpxSlZhempQcGxHQlLXDXwHFZe8oSz0iD3jolPbuIWtdeAcs9AggwxHs8vm
[7] https://www.pscp.tv/w/b7_2-DF4bmpyeUFEZ2dHS1l8MUx5R0JBRG13Z2JLTn2BZ2hFtu8hzD5qV4dKdn1Bd6X8G9IiROnV53v7fZnG
[7] https://www.zdnet.com/article/salesforce-adds-ai-bias-module-to-trailhead/
[6] https://www.pscp.tv/w/b8HilzF4bmpyeUFEZ2dHS1l8MW1yR212V1p5bU1KeXr5cQ7VviF0gOgJzIPwtIjRVT2nd_8W0qh_ms39Pcpm
[6] https://twitter.com/i/broadcasts/1zqKVaVQWWYxB
[5] http://r.socialstudio.radian6.com/b8114d47-bda5-4159-ba62-fdcacc9bbcf2
[5] https://www.pscp.tv/w/b76ThTgxNTkwfDFPZEtydmJEV0VrS1hIFBYdbvrMaSy15Ulj7_eCrtkFmozSaI5IfxQOPcHdkg==
[4] https://www.pscp.tv/w/b8AH-DgxNTkwfDF5cEtkdm95a1lxSlfNEDX7nLBPg6W4cIVqQainJJtqc_CWJct66BpSP-10kg==
[3] https://sfdc.co/goldcoast

Top URLs in Tweet in G4:
[10] https://www.salesforce.com/blog/2019/05/build-blockchain-platform-apps-customers.html
[6] https://developer.salesforce.com/blogs/2019/05/introducing-lightning-web-components-open-source.html
[5] https://www.trailblazers.jp/event/tdx19gg/
[4] https://www.salesforce.com/products/platform/products/blockchain/
[4] https://lwc.dev
[3] https://tdx2perfectdays.splashthat.com/
[3] https://lnkd.in/e7QNtNT
[2] https://twitter.com/i/broadcasts/1zqKVaVQWWYxB
[2] https://www.salesforce.com/company/news-press/stories/2019/05/052919-vv/
[2] https://success.salesforce.com/sessions?eventId=a1Q3A000026slov#/sessions?filters=tag%2Fproduct%3AHeroku

Top URLs in Tweet in G5:
[6] https://developer.salesforce.com/blogs/2019/05/salesforce-mvps-at-tdx19.html
[5] https://developer.salesforce.com/blogs/2019/05/salesforce-mvps-at-tdx19.html?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.salesforce.com/blog/2019/05/trailheadx-know-before-you-go.html
[4] https://www.sfchronicle.com/business/article/Many-conferences-aren-t-very-diverse-One-thing-13915215.php
[3] https://developer.salesforce.com/blogs/2019/05/tdx19-day-1-empowered-trailblazers-and-new-technologies.html
[2] https://developer.salesforce.com/blogs/2019/05/tdx19-day-1-empowered-trailblazers-and-new-technologies.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/salesforce/status/1133888999351771137
[2] https://twitter.com/trailhead/status/1134150016468168707
[2] https://www.salesforce.com/blog/2019/05/what-is-blockchain-technology.html?d=7010M000001yv8PQAQ&nc=7010M000001yv8UQAQ
[1] https://dy.si/RoAKd

Top URLs in Tweet in G6:
[6] https://ohug.org/register
[5] https://ohug.org/page/2019-registration
[5] https://twitter.com/OHUGUpdates/status/1134162698047041536
[4] https://www.cornerstoneondemand.com/rework/bookmarked-get-know-joe-burton-founder-and-ceo-whil-concepts
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198643
[3] https://twitter.com/WeAreWhil/status/1134551876559691783
[2] https://www.edcast.com/
[2] http://So.Cal
[2] https://www.constellationr.com/blog-news/recap-telemedicine-panel-socal-himss
[2] https://www.constellationr.com/research/healthcare

Top URLs in Tweet in G7:
[4] https://www.salesforce.com/blog/2019/05/what-is-blockchain-technology.html
[3] https://twitter.com/i/broadcasts/1zqKVaVQWWYxB
[2] https://theextracurricular.org/
[2] https://www.salesforce.com/company/news-press/press-releases/2019/05/192915-i/
[2] https://twitter.com/shivanathd/status/1133790063286820864
[2] https://admin.salesforce.com/introduction-to-salesforce-blockchain-for-admins
[1] https://twitter.com/salesforce/status/1133819045096984576
[1] https://www.pscp.tv/w/b76ThTgxNTkwfDFPZEtydmJEV0VrS1hIFBYdbvrMaSy15Ulj7_eCrtkFmozSaI5IfxQOPcHdkg==
[1] https://tdxthecode.splashthat.com/
[1] https://www.salesforce.com/form/conf/blockchain-demo/?leadcreated=true&redirect=true&chapter=&DriverCampaignId=70130000000CrZx&player=&FormCampaignId=7010M000001yxfvQAA&videoId=&playlistId=&mcloudHandlingInstructions=&landing_page=/form/demo/blockchain

Top URLs in Tweet in G8:
[2] https://www.salesforce.com/blog/2019/05/tdx19-product-announcements.html
[2] https://lwc.dev
[1] https://github.com/salesforce-ux/design-system-ui-kit
[1] https://www.lightningdesignsystem.com/guidelines/user-engagement/overview/
[1] http://r.socialstudio.radian6.com/39efff3b-7d93-4372-b720-648c68ea6a9a
[1] http://r.socialstudio.radian6.com/28b3d24f-4f9f-4b4d-937a-54f1c1890cc9
[1] https://www.lightningdesignsystem.com/guidelines/charts/
[1] https://twitter.com/_rajivpatel_/status/1133829248882372608
[1] https://twitter.com/SalesforceUX/status/1133807124700549120
[1] https://twitter.com/PepUPTech/status/1126130811860856832

Top URLs in Tweet in G9:
[5] https://appexchange.salesforce.com/appxListingDetail?listingId=a0N30000007p6RYEAY
[5] https://www.crn.com/news/storage/salesforce-helps-fund-ownbackup-a-salesforce-focused-data-protection-provider#.XO_m424-vhU.twitter
[3] https://blogs.mulesoft.com/dev/events-dev/mulesoft-trailheadx-2019/?utm_source=twitter&utm_medium=referral
[2] https://twitter.com/amber9904/status/1134112988753932288
[2] https://twitter.com/CopadoSolutions/status/1134233177315315712
[2] https://martechseries.com/mts-insights/staff-writers/salesforce-dashes-ahead-with-new-blockchain-crm/
[2] https://training.mulesoft.com/
[1] https://twitter.com/salesforcedevs/status/1133797018625818624
[1] https://admin.salesforce.com/how-to-participate-in-trailheadx-19-from-anywhere
[1] https://www.salesforce.com/trailheadx/community?&utm_source=salesforce&utm_medium=web-live-video-banner&utm_campaign=TDX19_GlobalGatherings

Top URLs in Tweet in G10:
[8] https://www.pscp.tv/w/b76cvTgxNTkwfDFtcnhtdmJQQnpaS3ma-oDviqqbRPMWOsc57FcvKvuHG4LDUI1vtLYnNqPXnA==
[5] https://www.bizjournals.com/sanfrancisco/news/2019/05/30/bay-area-workers-receive-free-tech-training.html
[2] https://www.sfchronicle.com/business/article/Many-conferences-aren-t-very-diverse-One-thing-13915215.php
[1] https://www.salesforce.com/blog/2019/05/trailheadx19-keynote-wrapup.html
[1] https://www.salesforce.com/video/5646659/
[1] https://www.wsj.com/articles/salesforce-rolls-out-blockchain-builder-for-noncoders-11559167641?shareToken=sta2d0de75b26f46a58225a209cc325506
[1] https://www.pscp.tv/w/b76gSTI3Nzg2Nzh8MW1yeG12YlBCelpLeRuoVqaZddPUulefYeozIdXATV56q1ZZytg7gbXKz_eO
[1] https://www.pscp.tv/w/b76ThTgxNTkwfDFPZEtydmJEV0VrS1hIFBYdbvrMaSy15Ulj7_eCrtkFmozSaI5IfxQOPcHdkg==
[1] https://developer.salesforce.com/blogs/2019/05/tdx19-day-1-empowered-trailblazers-and-new-technologies.html
[1] https://twitter.com/jenwlee/status/1133792848254447617

Top Domains
Top Domains in Tweet in Entire Graph:
[598] twitter.com
[348] salesforce.com
[258] pscp.tv
[141] radian6.com
[130] lwc.dev
[39] lnkd.in
[38] instagram.com
[27] sfchronicle.com
[21] trailblazercommunitygroups.com
[17] sfdc.co

Top Domains in Tweet in G1:
[254] twitter.com
[139] pscp.tv
[120] salesforce.com
[34] radian6.com
[19] instagram.com
[13] lwc.dev
[12] givelively.org
[11] trailblazercommunitygroups.com
[8] sfchronicle.com
[6] metazoa.com

Top Domains in Tweet in G2:
[105] lwc.dev
[100] twitter.com
[77] salesforce.com
[35] pscp.tv
[31] radian6.com
[7] youtube.com
[7] trailblazercommunitygroups.com
[4] instagram.com
[3] sfchronicle.com
[3] techcrunch.com

Top Domains in Tweet in G3:
[74] twitter.com
[64] radian6.com
[55] pscp.tv
[44] salesforce.com
[9] sfchronicle.com
[7] sfdc.co
[7] instagram.com
[7] zdnet.com
[5] lwc.dev
[2] medium.com

Top Domains in Tweet in G4:
[46] twitter.com
[41] salesforce.com
[15] lnkd.in
[7] pscp.tv
[5] instagram.com
[5] trailblazers.jp
[4] radian6.com
[4] lwc.dev
[3] splashthat.com
[2] sfdc.co

Top Domains in Tweet in G5:
[24] salesforce.com
[23] twitter.com
[14] lnkd.in
[9] co.uk
[7] dy.si
[4] sfchronicle.com
[3] okt.to
[3] instagram.com
[2] photosfromyourevent.com
[2] youtube.com

Top Domains in Tweet in G6:
[19] twitter.com
[11] ohug.org
[7] constellationr.com
[6] lnkd.in
[4] cornerstoneondemand.com
[4] nodexlgraphgallery.org
[2] edcast.com
[2] so.cal
[1] coindesk.com
[1] zdnet.com

Top Domains in Tweet in G7:
[14] twitter.com
[12] salesforce.com
[5] pscp.tv
[2] theextracurricular.org
[2] wsj.com
[1] splashthat.com
[1] amazon.com
[1] medium.com

Top Domains in Tweet in G8:
[15] twitter.com
[7] salesforce.com
[3] radian6.com
[3] norcaldreamin.com
[2] lightningdesignsystem.com
[2] sfdc.co
[2] lwc.dev
[1] github.com
[1] amazon.com
[1] pscp.tv

Top Domains in Tweet in G9:
[16] twitter.com
[11] salesforce.com
[7] mulesoft.com
[5] pardot.com
[5] crn.com
[3] pscp.tv
[2] martechseries.com
[2] vlocity.com
[1] ownbackup.com
[1] prnewswire.com

Top Domains in Tweet in G10:
[10] pscp.tv
[5] bizjournals.com
[3] salesforce.com
[2] sfchronicle.com
[1] wsj.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7836] tdx19
[603] codegoals
[599] salesforce
[457] trailheadx
[201] trailblazercommunity
[198] awesomeadmin
[189] trailblazer
[183] trailblazers
[180] salesforceohana
[178] blockchain



Top Hashtags in Tweet in G1:
[3400] tdx19
[310] codegoals
[193] salesforce
[176] trailheadx
[120] salesforceohana
[102] awesomeadmin
[100] trailblazercommunity
[85] ohana
[59] lightning
[56] trailblazer

Top Hashtags in Tweet in G2:
[1456] tdx19
[145] codegoals
[134] salesforce
[92] trailheadx
[84] lwc
[84] lightning
[73] web
[72] components
[62] trailblazers
[51] appytdx

Top Hashtags in Tweet in G3:
[1192] tdx19
[58] codegoals
[55] salesforce
[43] trailheadx
[33] trailshred
[32] tdx19vetforce
[28] awesomeadmin
[27] trailblazers
[23] merivistdx
[21] demojam

Top Hashtags in Tweet in G4:
[551] tdx19
[56] journeytocta
[43] salesforce
[27] autorabit
[20] trailheadx
[17] codegoals
[17] devops
[16] mobileastro
[15] awesomeadmin
[13] trailblazercommunity

Top Hashtags in Tweet in G5:
[204] tdx19
[36] salesforce
[24] trailheadx
[19] codegoals
[12] blockchain
[10] lwc
[9] cloud
[9] trailblazers
[7] tdx19vetforce
[6] announcement

Top Hashtags in Tweet in G6:
[87] tdx19
[21] ohug2019
[20] ihrim
[15] csodconf19
[13] atd2019
[13] unleash19
[13] hrtechconf
[12] df19
[12] know19
[12] trailheadx

Top Hashtags in Tweet in G7:
[185] tdx19
[37] blockchain
[31] salesforce
[18] codegoals
[10] cio
[8] trailheadx
[7] ohana
[7] ai
[6] trust
[4] codegoal

Top Hashtags in Tweet in G8:
[210] tdx19
[61] trailheadx
[51] salesforce
[45] trailblazer
[36] trailheadx19
[24] trailblazercommunity
[19] awesomeadmin
[13] techspeaker
[10] trailblazers
[10] ohana

Top Hashtags in Tweet in G9:
[199] tdx19
[22] salesforce
[20] mulesoft
[18] c64
[18] integrate
[14] codegoals
[11] demojam
[9] traiblazercommunity
[9] salesforceohana
[8] trailblazers

Top Hashtags in Tweet in G10:
[79] tdx19
[12] trailblazer
[12] trailhead
[5] lwc
[5] os
[4] codegoals
[3] trailheadx
[2] awesomeadmin
[2] blockchain
[2] salesforce

Top Words
Top Words in Tweet in Entire Graph:
[8394] Words in Sentiment List#1: Positive
[1033] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[178415] Non-categorized Words
[187842] Total Words
[7833] #tdx19
[2824] salesforce
[1641] trailhead
[806] s
[766] out

Top Words in Tweet in G1:
[3399] #tdx19
[1163] salesforce
[515] trailhead
[329] s
[318] out
[310] #codegoals
[261] see
[248] pepuptech
[217] live
[209] keynote

Top Words in Tweet in G2:
[1455] #tdx19
[528] salesforce
[330] trailhead
[252] india
[251] s
[210] now
[185] out
[174] kavindrapatel
[170] salesforcedevs
[163] see

Top Words in Tweet in G3:
[1192] #tdx19
[603] trailhead
[521] salesforce
[133] welcome
[120] architect
[119] ruth
[118] bootcamp
[116] family
[112] addition
[111] newest

Top Words in Tweet in G4:
[551] #tdx19
[120] salesforce
[68] trailhead
[67] here
[67] out
[61] want
[57] help
[55] #journeytocta
[51] radhikabansalsf
[50] accenturetech

Top Words in Tweet in G5:
[204] #tdx19
[57] salesforce
[36] #salesforce
[24] #trailheadx
[21] trailheadx
[19] #codegoals
[18] blockchain
[17] coming
[17] best
[16] share

Top Words in Tweet in G6:
[106] valaafshar
[87] #tdx19
[79] those
[46] blockchain
[41] learn
[40] re
[39] illiterate
[39] 21st
[39] century
[39] read

Top Words in Tweet in G7:
[185] #tdx19
[153] salesforce
[64] blockchain
[37] #blockchain
[35] trailhead
[34] customers
[34] keithblock
[33] create
[32] very
[32] excited

Top Words in Tweet in G8:
[210] #tdx19
[66] join
[61] #trailheadx
[54] salesforce
[51] #salesforce
[50] session
[48] new
[45] #trailblazer
[39] out
[36] #trailheadx19

Top Words in Tweet in G9:
[199] #tdx19
[76] salesforce
[50] ownbackup
[32] mulesoft
[31] booth
[30] trailheadx
[30] learn
[25] today
[22] #salesforce
[21] out

Top Words in Tweet in G10:
[79] #tdx19
[59] salesforce
[23] keynote
[14] leandro_perez
[13] hear
[12] being
[12] #trailblazer
[12] mean
[12] zacotero's
[12] answer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[437] check,out
[337] salesforce,blockchain
[242] trailhead,welcome
[238] welcome,ruth
[236] salesforce,architect
[230] ruth,salesforce
[230] architect,newest
[230] newest,addition
[230] addition,trailhead
[230] trailhead,family

Top Word Pairs in Tweet in G1:
[155] check,out
[128] #codegoals,#tdx19
[105] salesforce,#tdx19
[100] san,francisco
[90] salesforce,blockchain
[87] #tdx19,#codegoals
[81] #tdx19,keynote
[67] #tdx19,salesforce
[65] trailhead,#tdx19
[55] salesforce,architect

Top Word Pairs in Tweet in G2:
[143] check,out
[98] open,sourced
[97] #tdx19,india
[93] salesforce,blockchain
[92] benioff,parkerharris
[89] s,official
[89] kavindrapatel,swbjoyce
[89] swbjoyce,benioff
[80] india,s
[80] official,celebrations

Top Word Pairs in Tweet in G3:
[115] trailhead,welcome
[112] welcome,ruth
[111] ruth,salesforce
[111] salesforce,architect
[111] architect,newest
[111] newest,addition
[111] addition,trailhead
[111] trailhead,family
[111] family,ruth's
[111] ruth's,pronouns

Top Word Pairs in Tweet in G4:
[44] certification,alert
[44] alert,working
[44] working,#journeytocta
[44] #journeytocta,want
[44] want,help
[44] help,here
[44] here,100
[44] 100,exams
[43] radhikabansalsf,certification
[43] exams,li

Top Word Pairs in Tweet in G5:
[18] #trailheadx,#tdx19
[15] #tdx19,#salesforce
[14] salesforce,mvps
[14] mvps,share
[14] share,tips
[14] tips,best
[14] best,#tdx19
[11] salesforce,blockchain
[9] #tdx19,#codegoals
[9] #lwc,#trailheadx

Top Word Pairs in Tweet in G6:
[42] blockchain,#tdx19
[40] valaafshar,blockchain
[39] illiterate,21st
[39] 21st,century
[39] century,those
[39] those,read
[39] read,write
[39] write,those
[39] those,learn
[39] learn,unlearn

Top Word Pairs in Tweet in G7:
[57] salesforce,blockchain
[29] very,excited
[29] excited,value
[29] value,salesforce
[29] blockchain,create
[29] create,customers
[29] customers,finally
[29] finally,product
[29] product,named
[28] keithblock,very

Top Word Pairs in Tweet in G8:
[51] #trailheadx,#tdx19
[34] #tdx19,#trailblazer
[27] #trailblazer,#trailheadx19
[22] check,out
[19] #trailheadx19,#salesforce
[17] design,system
[13] join,session
[13] norcal,dreamin'
[12] new,experiences
[12] #salesforce,#awesomeadmin

Top Word Pairs in Tweet in G9:
[18] pixelate,yourself
[18] yourself,#c64
[18] #c64,#mulesoft
[18] #mulesoft,#tdx19
[18] #tdx19,booth
[18] booth,truly
[18] truly,#integrate
[18] #integrate,anything
[12] check,out
[11] #codegoals,#tdx19

Top Word Pairs in Tweet in G10:
[12] salesforce,being
[12] being,#trailblazer
[12] #trailblazer,mean
[12] mean,hear
[12] hear,zacotero's
[12] zacotero's,answer
[12] answer,comment
[12] comment,yours
[12] yours,#tdx19
[12] opening,keynote

Top Replied-To
Top Replied-To in Entire Graph:
@salesforce
@trailhead
@leahbmh
@parkerharris
@radwomencode
@sunnydalelow
@salesforceforit
@btaylor
@amitmalikus
@icloudsf

Top Replied-To in G1:
@radwomencode
@leahbmh
@sunnydalelow
@salesforce
@trailhead
@parkerharris
@shivanathd
@swbjoyce
@icloudsf
@macklemore

Top Replied-To in G2:
@salesforce
@trailhead
@parkerharris
@salesforcedevs
@leahbmh
@btaylor
@salesforceforit
@amandabauman
@philippeozil
@amitmalikus

Top Replied-To in G3:
@trailhead
@salesforce
@amitmalikus
@jfoerster_atx
@bacampos
@taniclong
@vetforce
@stevemoforce
@boknowssfdc
@jfmoeller

Top Replied-To in G4:
@salesforce
@parkerharris
@thechrisduarte
@aognenoff
@katherineykwu
@frashley
@salesforceforit
@fairwarningllc
@tndconf
@sherod

Top Replied-To in G6:
@jasonaverbook

Top Replied-To in G7:
@radwomencode
@asu
@absi_nv
@salesforce
@sacrengan
@afigueiredo

Top Replied-To in G8:
@vetforce
@amcgriff87
@debdub
@espostor

Top Replied-To in G9:
@trailhead
@aognenoff
@salesforcelive

Top Replied-To in G10:
@leahbmh

Top Mentioned
Top Mentioned in Entire Graph:
@salesforce
@trailhead
@salesforcedevs
@parkerharris
@swbjoyce
@pepuptech
@kavindrapatel
@radwomencode
@dreamforce
@salesforceadmns

Top Mentioned in G1:
@salesforce
@trailhead
@pepuptech
@radwomencode
@salesforceadmns
@archladies
@sunnydalelow
@icloudsf
@swbjoyce
@salesforcedevs

Top Mentioned in G2:
@trailhead
@salesforce
@kavindrapatel
@salesforcedevs
@parkerharris
@swbjoyce
@benioff
@sfdckiran
@muenzpraeger
@btay

Top Mentioned in G3:
@trailhead
@salesforce
@dreamforce
@vetforce
@merivis_vets
@salesforcedevs
@swbjoyce
@parkerharris
@macklemore
@laronmarkets__c

Top Mentioned in G4:
@trailhead
@radhikabansalsf
@accenturetech
@salesforceforit
@salesforce
@autorabit
@beckyloudermilk
@sherod
@aognenoff
@salesforcedevjp

Top Mentioned in G6:
@valaafshar
@martinhoyes
@trailhead
@joewburton
@wearewhil
@ohugupdates
@ihrim
@constellationr
@salesforce
@david_green_uk

Top Mentioned in G7:
@salesforce
@keithblock
@trailhead
@philkomarny
@asu
@drdonnakidwell
@ga1ex
@ayarlabs
@caterina
@shouldthisexist

Top Mentioned in G8:
@salesforceux
@trailhead
@shirlenechow
@sforceanalytics
@dreaminnorcal
@salesforce
@srichtermeyer
@odzivinska
@richapraja
@pepuptech

Top Mentioned in G9:
@salesforce
@ownbackup
@mulesoft
@copadosolutions
@matk62
@trailhead
@appexchange
@marketingcloud
@salesforcedevs
@dreamforce

Top Mentioned in G10:
@salesforce
@leandro_perez
@zacotero
@trailhead
@sfbusinesstimes
@wsj
@salesforcedevs
@bob_buzzard
@dreamforce
@parkerharris

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@javascriptd
@united
@british_airways
@telstra
@businessinsider
@jetblue
@aaroncuddeback
@valaafshar
@infopronetwork

Top Tweeters in G1:
@americanair
@british_airways
@jetblue
@alaskaair
@saukel
@rachit_g2
@tmmmarshall
@donniewahlberg
@sephora
@virginaustralia

Top Tweeters in G2:
@javascriptd
@businessinsider
@ohmyjet
@pardoe_ai
@connectikpeople
@ladyeleanora
@kaabwe
@pa
@naynerz
@phillytechnews

Top Tweeters in G3:
@zdnet
@starbucks
@jodiem
@sfchronicle
@techrepublic
@johsanders
@dabiddokun
@6snf6
@nhuntwalker
@jadp

Top Tweeters in G4:
@santchiweb
@nba
@themayorpete
@raptors
@bobbyjam99
@akatukisiden
@ra
@harvard
@rakeshistom
@fduncan

Top Tweeters in G5:
@infopronetwork
@edgarparada
@toadgeek
@toddhalfpenny
@eviln8
@dschach
@radnip
@jforcesf
@herewegrow_
@msboggiotweets

Top Tweeters in G6:
@valaafshar
@rwang0
@jfjabbo
@north_princ3
@donatusedi
@dchou1107
@whotrendedit
@shirleyayres
@hrdigitalbe
@steve_lockstep

Top Tweeters in G7:
@sherazkhantt
@herbsistah
@suntastic77
@isthatmal__
@labourmovementg
@ekolsky
@mylessuer
@dhinchcliffe
@efeatherston
@glennkaplan13

Top Tweeters in G8:
@stefsull
@bikespoke
@gregpoirier
@friendsofkevin
@a_kuratani
@garazi
@stratta
@essentials
@umasslowell
@marktossell

Top Tweeters in G9:
@marketingcloud
@heliashekina
@kellyspaulding
@ow
@crn
@martechseries
@chillingfa
@microsoft
@mulesoft
@ninjapigstudios

Top Tweeters in G10:
@wsj
@sfbusinesstimes
@runmgd
@jesus_hoyos
@cesarauto713
@seanpreneur
@brentleary
@rjeter9394
@bob_buzzard
@blockchic


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