#tdx19, Twitter, 5/31/2019 10:05:59 PM, 198643


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#tdx19_2019-05-31_13-45-27.xlsx
#tdx19_2019-05-31_13-45-27.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 31, 2019
Short Description:
#tdx19 via NodeXL http://bit.ly/2Kgt2tV
@salesforce
@trailhead
@valaafshar
@salesforcedevs
@charlieisaacs
@swbjoyce
@techforecastis
@appexchange
@parkerharris
@kavindrapatel

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

Description:
Description
The graph represents a network of 2,621 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 Friday, 31 May 2019 at 21:27 UTC.

The tweets in the network were tweeted over the 9-day, 13-hour, 37-minute period from Wednesday, 22 May 2019 at 07:17 UTC to Friday, 31 May 2019 at 20:55 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 : 2621
Unique Edges : 8780
Edges With Duplicates : 7136
Total Edges : 15916
Self-Loops : 1657
Reciprocated Vertex Pair Ratio : 0.0613989904192851
Reciprocated Edge Ratio : 0.115694457924876
Connected Components : 168
Single-Vertex Connected Components : 146
Maximum Vertices in a Connected Component : 2414
Maximum Edges in a Connected Component : 15636
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.218039
Graph Density : 0.00150035969022953
Modularity : 0.322267
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[112] https://lwc.dev
[64] https://www.salesforce.com/blog/2019/05/salesforce-developer-top-job.html
[34] https://twitter.com/i/broadcasts/1zqKVaVQWWYxB
[23] https://www.pscp.tv/w/b76ThTgxNTkwfDFPZEtydmJEV0VrS1hIFBYdbvrMaSy15Ulj7_eCrtkFmozSaI5IfxQOPcHdkg==
[20] https://www.salesforce.com/blog/2019/05/build-blockchain-platform-apps-customers.html
[20] https://developer.salesforce.com/blogs/2019/05/salesforce-mvps-at-tdx19.html
[20] https://www.pscp.tv/w/b8A1_TgxNTkwfDFrdkpwT1ZMd0xiR0XUoQqis-tQ8EgaX52l1rmvaaTUG3DBtEr4hzsyiw4cIQ==
[18] https://secure.givelively.org/event/pepup-tech/pepup-tech-2019-2020-capital-campaign/pepup-tech-2019-trailheaddx-fundraiser-at-thirsty-bear-san-francisco
[18] https://www.pscp.tv/w/b76XpjF4bmpyeUFEZ2dHS1l8MXpxSlZhempQcGxHQlLXDXwHFZe8oSz0iD3jolPbuIWtdeAcs9AggwxHs8vm
[15] https://www.pscp.tv/w/b76cvTgxNTkwfDFtcnhtdmJQQnpaS3ma-oDviqqbRPMWOsc57FcvKvuHG4LDUI1vtLYnNqPXnA==

Top URLs in Tweet in G1:
[22] https://twitter.com/i/broadcasts/1zqKVaVQWWYxB
[15] https://secure.givelively.org/event/pepup-tech/pepup-tech-2019-2020-capital-campaign/pepup-tech-2019-trailheaddx-fundraiser-at-thirsty-bear-san-francisco
[14] https://www.pscp.tv/w/b8A1_TgxNTkwfDFrdkpwT1ZMd0xiR0XUoQqis-tQ8EgaX52l1rmvaaTUG3DBtEr4hzsyiw4cIQ==
[13] https://success.salesforce.com/sessions?eventId=a1Q3A000026slov#/session/a2q3A000002BGcmQAG
[9] https://twitter.com/i/broadcasts/1yoKMErOvDYKQ
[9] https://developer.salesforce.com/blogs/2019/05/salesforce-mvps-at-tdx19.html
[8] https://www.salesforce.com/blog/2019/05/build-blockchain-platform-apps-customers.html
[8] https://www.pepuptech.org/single-post/2019/04/26/PepUp-Tech-Networking-Event-Pre-TrailheaDX
[8] https://www.salesforce.com/blog/2019/05/salesforce-developer-top-job.html
[7] https://success.salesforce.com/0D53A00004MVANV

Top URLs in Tweet in G2:
[42] https://www.salesforce.com/blog/2019/05/salesforce-developer-top-job.html
[21] https://lwc.dev
[11] https://www.pscp.tv/w/b76XpjF4bmpyeUFEZ2dHS1l8MXpxSlZhempQcGxHQlLXDXwHFZe8oSz0iD3jolPbuIWtdeAcs9AggwxHs8vm
[11] https://www.pscp.tv/w/b76cvTgxNTkwfDFtcnhtdmJQQnpaS3ma-oDviqqbRPMWOsc57FcvKvuHG4LDUI1vtLYnNqPXnA==
[11] https://twitter.com/SfdcKiran/status/1133802606780796928
[9] https://www.pscp.tv/w/b7_2-DF4bmpyeUFEZ2dHS1l8MUx5R0JBRG13Z2JLTn2BZ2hFtu8hzD5qV4dKdn1Bd6X8G9IiROnV53v7fZnG
[8] https://twitter.com/i/broadcasts/1zqKVaVQWWYxB
[8] https://www.salesforce.com/video/5594596/
[7] https://www.zdnet.com/article/salesforce-adds-ai-bias-module-to-trailhead/
[7] https://www.pscp.tv/w/b763wjgxNTkwfDFCUkpqdmtnZXZRSndRNrNUIyGoXeHDHth6-SARRASttmfprtEg1W3mqpkBng==

Top URLs in Tweet in G3:
[80] https://lwc.dev
[4] https://www.salesforce.com/blog/2019/05/express-yourself-trailmoji.html
[4] https://appexchange.salesforce.com/appxContentListingDetail?listingId=a0N3A00000Ecst9
[4] https://tdx2perfectdays.splashthat.com/
[4] https://www.salesforce.com/products/platform/products/blockchain/
[4] https://lwc.dev/
[3] https://training.mulesoft.com/
[3] https://developer.salesforce.com/blogs/2019/05/salesforce-mvps-at-tdx19.html#.XO2d9woCmg8.twitter
[2] https://appexchange.salesforce.com/appxContentListingDetail?listingId=a0N3A00000FR4zt
[2] https://www.salesforce.com/blog/2019/05/salesforce-developer-top-job.html

Top URLs in Tweet in G4:
[11] https://www.pscp.tv/w/b76ThTgxNTkwfDFPZEtydmJEV0VrS1hIFBYdbvrMaSy15Ulj7_eCrtkFmozSaI5IfxQOPcHdkg==
[4] https://www.pscp.tv/w/b8AH-DgxNTkwfDF5cEtkdm95a1lxSlfNEDX7nLBPg6W4cIVqQainJJtqc_CWJct66BpSP-10kg==
[3] https://twitter.com/trailhead/status/1134150016468168707
[3] https://twitter.com/i/broadcasts/1zqKVaVQWWYxB
[2] https://twitter.com/salesforce/status/1133748250282827776
[2] https://twitter.com/LaRonMarkets__c/status/1131321273710256128
[2] https://twitter.com/vetforce/status/1133567505765527552
[2] https://twitter.com/dreamforce/status/1133040206263848960
[2] https://twitter.com/momrelaunch/status/1133935533774606336
[2] https://twitter.com/grothausgj/status/1134229162070118400

Top URLs in Tweet in G5:
[9] https://www.salesforce.com/blog/2019/05/salesforce-developer-top-job.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://developer.salesforce.com/blogs/2019/05/salesforce-mvps-at-tdx19.html
[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/trailhead/status/1134150016468168707
[2] https://www.salesforce.com/blog/2019/05/what-is-blockchain-technology.html?d=7010M000001yv8PQAQ&nc=7010M000001yv8UQAQ
[1] https://dy.si/qXCXc
[1] https://dy.si/99Xcg

Top URLs in Tweet in G6:
[1] https://www.zdnet.com/article/top-digital-transformation-tech-investment-priorities-for-2019-cloud-cybersecurity-and-ai/

Top URLs in Tweet in G7:
[3] https://lnkd.in/e7QNtNT
[2] https://lnkd.in/ePuZXX5
[1] https://www.pepuptech.org/single-post/2019/04/26/PepUp-Tech-Networking-Event-Pre-TrailheaDX
[1] https://twitter.com/gauravkheterpal/status/1134450536889982976
[1] https://twitter.com/kerrytownsend/status/1133783764126052357
[1] https://www.pscp.tv/w/b77HqzEyNTU3NTYwfDF5Tkdhdm5hcnB2SmpRz15x7uoMpXurBAr_kCTfvOTBZvptVMw2KWhOnzhF2A==
[1] https://twitter.com/SalesforceDevs/status/1128736886619611136
[1] https://www.truenorthdreamin.com/news/2019/5/24/tndattdx
[1] https://success.salesforce.com/sessions?eventId=a1Q3A000026slov#/session/a2q3A000001qpTMQAY
[1] https://www.pscp.tv/w/b76ThTgxNTkwfDFPZEtydmJEV0VrS1hIFBYdbvrMaSy15Ulj7_eCrtkFmozSaI5IfxQOPcHdkg==

Top URLs in Tweet in G8:
[5] https://ohug.org/register
[4] https://www.cornerstoneondemand.com/rework/bookmarked-get-know-joe-burton-founder-and-ceo-whil-concepts
[3] https://appexchange.salesforce.com/appxListingDetail?listingId=a0N300000016biDEAQ
[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
[1] https://twitter.com/JoeWBurton/status/1134266809555677190
[1] https://www.coindesk.com/cloud-giant-salesforce-unveils-first-blockchain-product
[1] https://twitter.com/OHUGUpdates/status/1128303330638409729

Top URLs in Tweet in G9:
[5] https://www.bizjournals.com/sanfrancisco/news/2019/05/30/bay-area-workers-receive-free-tech-training.html
[5] https://twitter.com/yes4org/status/1134146916172742656
[3] https://twitter.com/yes4org/status/1134150681449779201
[2] https://www.zdnet.com/article/salesforce-adds-ai-bias-module-to-trailhead/
[2] https://www.salesforce.com/trailheadx/?linkId=68114865
[2] https://twitter.com/yes4org/status/1134150305631809536
[2] https://twitter.com/yes4org/status/1134148081954353152
[2] https://www.salesforce.com/blog/2019/05/tdx19-product-announcements.html
[1] https://twitter.com/billdetwiler/status/1132988054845706241
[1] https://twitter.com/elements_cloud/status/1133878020471582720

Top URLs in Tweet in G10:
[5] https://www.crn.com/news/storage/salesforce-helps-fund-ownbackup-a-salesforce-focused-data-protection-provider#.XO_m424-vhU.twitter
[5] https://appexchange.salesforce.com/appxListingDetail?listingId=a0N30000007p6RYEAY
[2] https://twitter.com/amber9904/status/1134112988753932288
[1] https://www.ownbackup.com/salesforce-trailheadx?utm_campaign=2019-05%20EXP%20TrailheaDX&utm_content=92327103&utm_medium=social&utm_source=twitter&hss_channel=tw-490778077
[1] https://twitter.com/CopadoSolutions/status/1134233177315315712
[1] https://twitter.com/ms_jbak/status/1133845793406767104
[1] https://go.pardot.com/l/372431/2019-05-28/6b1bdw/42878
[1] https://go.pardot.com/l/372431/2019-05-28/6b1k3t/42904
[1] https://go.pardot.com/l/372431/2019-05-29/6b1qmt/42886
[1] https://twitter.com/Dreamforce/status/1133751102246137856

Top Domains
Top Domains in Tweet in Entire Graph:
[578] twitter.com
[421] salesforce.com
[214] pscp.tv
[128] radian6.com
[125] lwc.dev
[36] lnkd.in
[31] instagram.com
[20] trailblazercommunitygroups.com
[18] givelively.org
[15] dy.si

Top Domains in Tweet in G1:
[246] twitter.com
[139] salesforce.com
[98] pscp.tv
[15] givelively.org
[13] trailblazercommunitygroups.com
[13] instagram.com
[9] lwc.dev
[8] radian6.com
[8] pepuptech.org
[6] sfdc.co

Top Domains in Tweet in G2:
[149] twitter.com
[134] salesforce.com
[84] radian6.com
[74] pscp.tv
[27] lwc.dev
[7] zdnet.com
[7] mulesoft.com
[6] trailblazercommunitygroups.com
[4] instagram.com
[4] trailblazers.jp

Top Domains in Tweet in G3:
[84] lwc.dev
[57] salesforce.com
[52] twitter.com
[18] radian6.com
[7] instagram.com
[6] pscp.tv
[4] splashthat.com
[3] mulesoft.com
[2] theextracurricular.org
[1] github.com

Top Domains in Tweet in G4:
[35] twitter.com
[24] pscp.tv
[6] salesforce.com
[5] instagram.com
[1] tweetedtimes.com
[1] photosfromyourevent.com
[1] radian6.com
[1] forms.gle

Top Domains in Tweet in G5:
[32] salesforce.com
[24] twitter.com
[13] dy.si
[13] lnkd.in
[4] okt.to
[2] paper.li
[2] photosfromyourevent.com
[2] youtube.com
[2] accenture.com
[2] instagram.com

Top Domains in Tweet in G6:
[1] zdnet.com

Top Domains in Tweet in G7:
[19] twitter.com
[13] lnkd.in
[7] salesforce.com
[3] pscp.tv
[1] pepuptech.org
[1] truenorthdreamin.com
[1] lwc.dev
[1] provartesting.com
[1] swarmapp.com

Top Domains in Tweet in G8:
[10] twitter.com
[7] constellationr.com
[6] lnkd.in
[5] ohug.org
[4] cornerstoneondemand.com
[3] salesforce.com
[2] edcast.com
[2] so.cal
[1] coindesk.com
[1] techopedia.com

Top Domains in Tweet in G9:
[20] twitter.com
[12] salesforce.com
[5] bizjournals.com
[3] pscp.tv
[2] zdnet.com
[1] techrepublic.com
[1] flip.it
[1] crmbuyer.com
[1] lwc.dev

Top Domains in Tweet in G10:
[6] twitter.com
[5] crn.com
[5] salesforce.com
[5] pardot.com
[2] vlocity.com
[1] ownbackup.com
[1] pscp.tv
[1] prnewswire.com
[1] lwc.dev

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7266] tdx19
[582] codegoals
[568] salesforce
[454] trailheadx
[210] trailblazercommunity
[183] trailblazer
[181] salesforceohana
[171] awesomeadmin
[169] lightning
[163] blockchain



Top Hashtags in Tweet in G1:
[3040] tdx19
[302] codegoals
[205] salesforce
[184] trailheadx
[126] salesforceohana
[105] trailblazercommunity
[104] awesomeadmin
[61] trailblazer
[59] ohana
[58] blockchain

Top Hashtags in Tweet in G2:
[2060] tdx19
[167] codegoals
[165] salesforce
[151] trailheadx
[81] trailblazer
[63] trailblazercommunity
[50] blockchain
[48] trailshred
[45] lwc
[40] trailblazers

Top Hashtags in Tweet in G3:
[670] tdx19
[69] lightning
[68] codegoals
[63] lwc
[58] web
[57] components
[51] appytdx
[43] journeytocta
[40] salesforce
[27] trailheadx

Top Hashtags in Tweet in G4:
[407] tdx19
[28] salesforce
[25] tdx19vetforce
[20] merivistdx
[18] trailheadx
[16] twittertakeover
[15] merivets
[10] awesomeadmin
[9] vetforcetdx19
[9] lifewithgoldie

Top Hashtags in Tweet in G5:
[195] tdx19
[27] salesforce
[19] codegoals
[15] trailheadx
[6] blockchain
[6] announcement
[6] salesforcemarketingcloud
[6] distributedledgertechnology
[4] tdx19vetforce
[4] trailmoji

Top Hashtags in Tweet in G6:
[53] tdx19
[3] sfo
[1] journeytocta
[1] trailshred
[1] salesforce
[1] trailblazers

Top Hashtags in Tweet in G7:
[248] tdx19
[32] salesforce
[27] autorabit
[17] devops
[15] journeytocta
[13] trailblazercommunity
[13] awesomeadmin
[12] accenture
[11] bose
[10] crm

Top Hashtags in Tweet in G8:
[63] tdx19
[15] demojam
[12] ohug2019
[12] trailheadx
[11] trailblazer
[10] unleash19
[9] csodconf19
[9] atd2019
[9] pafow
[9] ihrim

Top Hashtags in Tweet in G9:
[95] tdx19
[26] csinsf
[10] trailhead
[4] trailblazerchallenge
[3] demojam
[3] csforall
[3] trailheadx
[2] wearesfusd
[2] codegoals
[2] trailheaddx

Top Hashtags in Tweet in G10:
[112] tdx19
[24] salesforce
[11] demojam
[9] traiblazercommunity
[8] devops
[7] appytdx
[6] salesforceohana
[6] awesomeadmin
[6] lightning
[5] codegoals

Top Words
Top Words in Tweet in Entire Graph:
[7638] Words in Sentiment List#1: Positive
[982] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[163323] Non-categorized Words
[171942] Total Words
[7263] #tdx19
[2580] salesforce
[1273] trailhead
[802] s
[734] out

Top Words in Tweet in G1:
[3039] #tdx19
[981] salesforce
[388] trailhead
[302] #codegoals
[288] s
[282] out
[256] pepuptech
[230] see
[203] #salesforce
[201] week

Top Words in Tweet in G2:
[2059] #tdx19
[855] salesforce
[669] trailhead
[318] s
[237] swbjoyce
[209] now
[207] parkerharris
[204] learn
[204] keynote
[200] india

Top Words in Tweet in G3:
[670] #tdx19
[202] salesforce
[122] out
[114] want
[111] today
[103] open
[98] check
[88] here
[88] appexchange
[87] now

Top Words in Tweet in G4:
[407] #tdx19
[178] salesforce
[64] vetforce
[60] trailhead
[49] s
[44] live
[41] great
[39] merivis_vets
[38] blockchain
[35] san

Top Words in Tweet in G5:
[195] #tdx19
[53] salesforce
[32] s
[27] #salesforce
[21] trailheadx
[19] here
[19] #codegoals
[17] day
[16] coming
[15] #trailheadx

Top Words in Tweet in G6:
[100] valaafshar
[76] those
[53] #tdx19
[41] blockchain
[38] illiterate
[38] 21st
[38] century
[38] read
[38] write
[38] learn

Top Words in Tweet in G7:
[247] #tdx19
[50] booth
[49] accenturetech
[45] out
[33] team
[32] #salesforce
[31] autorabit
[31] come
[27] #autorabit
[26] salesforce

Top Words in Tweet in G8:
[63] #tdx19
[24] salesforce
[20] trailhead
[16] jitterbit
[15] martinhoyes
[15] #demojam
[12] #ohug2019
[12] #trailheadx
[11] ceo
[11] being

Top Words in Tweet in G9:
[95] #tdx19
[43] salesforce
[27] students
[26] #csinsf
[20] s
[20] sfunified
[19] btwarek
[19] ousdnews
[18] team
[16] salesforceorg

Top Words in Tweet in G10:
[112] #tdx19
[52] ownbackup
[45] salesforce
[24] learn
[24] #salesforce
[17] appexchange
[17] trailheadx
[17] copadosolutions
[16] sandbox
[16] see

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[437] check,out
[302] salesforce,blockchain
[223] #codegoals,#tdx19
[213] san,francisco
[195] #tdx19,#codegoals
[195] trailhead,welcome
[193] welcome,ruth
[192] salesforce,architect
[186] ruth,salesforce
[186] architect,newest

Top Word Pairs in Tweet in G1:
[147] check,out
[118] #codegoals,#tdx19
[99] #tdx19,#codegoals
[97] next,week
[88] san,francisco
[83] salesforce,blockchain
[82] salesforce,#tdx19
[69] #tdx19,keynote
[59] going,#tdx19
[58] trailhead,#tdx19

Top Word Pairs in Tweet in G2:
[126] check,out
[124] welcome,ruth
[124] trailhead,welcome
[121] salesforce,blockchain
[120] ruth,salesforce
[120] salesforce,architect
[120] architect,newest
[120] newest,addition
[120] addition,trailhead
[120] trailhead,family

Top Word Pairs in Tweet in G3:
[96] check,out
[80] open,sourced
[57] today,big
[57] big,day
[57] day,open
[57] sourced,#lightning
[57] #lightning,#web
[57] #web,#components
[57] #components,check
[57] out,want

Top Word Pairs in Tweet in G4:
[32] san,francisco
[26] salesforce,blockchain
[14] great,time
[14] salesforce,trailhead
[13] #tdx19,join
[13] day,2
[13] blockchain,mean
[13] mean,future
[13] future,work
[13] work,education

Top Word Pairs in Tweet in G5:
[11] salesforce,mvps
[11] mvps,share
[11] share,tips
[11] tips,best
[11] best,#tdx19
[10] s,#tdx19
[9] salesforce,developer
[9] developer,one
[9] one,top
[9] top,u

Top Word Pairs in Tweet in G6:
[41] blockchain,#tdx19
[39] valaafshar,blockchain
[38] illiterate,21st
[38] 21st,century
[38] century,those
[38] those,read
[38] read,write
[38] write,those
[38] those,learn
[38] learn,unlearn

Top Word Pairs in Tweet in G7:
[24] check,out
[14] booth,#tdx19
[13] out,autorabit
[13] autorabit,#autorabit
[13] #autorabit,#tdx19
[12] sirccchar,check
[12] accenturetech,booth
[11] sherod,sticker
[11] win,pair
[11] #bose,headphones

Top Word Pairs in Tweet in G8:
[11] salesforce,being
[11] being,#trailblazer
[11] #trailblazer,mean
[11] mean,hear
[11] hear,zacotero's
[11] zacotero's,answer
[11] answer,comment
[11] comment,yours
[11] yours,#tdx19
[11] #demojam,trailhead

Top Word Pairs in Tweet in G9:
[17] sfunified,ousdnews
[12] #csinsf,#tdx19
[12] #tdx19,#csinsf
[10] salesforce,#tdx19
[9] standing,ovation
[9] ovation,students
[9] students,sfunified
[9] ousdnews,presented
[9] presented,designs
[9] designs,salesforceorg

Top Word Pairs in Tweet in G10:
[10] salesforce,#tdx19
[10] ownbackup,booth
[10] ownbackup,#tdx19
[9] ownbackup,thanks
[9] create,perfect
[9] test,data
[9] parker,harris
[9] learn,more
[8] sandbox,seeding
[7] thanks,everyone

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

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

Top Replied-To in G2:
@leahbmh
@trailhead
@salesforce
@parkerharris
@salesforcedevs
@btaylor
@kavindrapatel
@zazamataz
@charlieisaacs
@salesforceforit

Top Replied-To in G3:
@salesforce
@salesforceforit
@philippeozil
@parkerharris
@xixiaofinland
@trailhead
@shannonreneez
@sluikartinfo
@naynerz
@melissahilldees

Top Replied-To in G4:
@jfoerster_atx
@laronmarkets__c
@trailhead
@krislande
@charlieisaacs
@salesforce
@merivis_vets
@mistygrooms
@harbinharris
@andrew_cook13

Top Replied-To in G7:
@aognenoff
@salesforce
@jkeglovics
@beckyloudermilk
@parkerharris
@tndconf
@spferguson01
@corey_snow
@radhikabansalsf
@jmmougeolle

Top Replied-To in G8:
@jasonaverbook
@appexchange
@jitterbit

Top Replied-To in G9:
@salesforce
@srikolagani
@j_sfdc
@gemziebeth

Top Replied-To in G10:
@trailhead

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

Top Mentioned in G1:
@salesforce
@trailhead
@pepuptech
@radwomencode
@salesforceadmns
@sunnydalelow
@archladies
@notisblank
@salesforcedevs
@witdevs

Top Mentioned in G2:
@trailhead
@salesforce
@swbjoyce
@parkerharris
@salesforcedevs
@kavindrapatel
@benioff
@dreamforce
@sfdckiran
@gauravkheterpal

Top Mentioned in G3:
@salesforce
@appexchange
@muenzpraeger
@radhikabansalsf
@salesforceforit
@trailhead
@gitlab
@salesforcedevs
@fabientaillon
@salesforce_labs

Top Mentioned in G4:
@salesforce
@trailhead
@vetforce
@merivis_vets
@macklemore
@jfoerster_atx
@dreamforce
@laronmarkets__c
@katebperez
@charleenshakman

Top Mentioned in G6:
@valaafshar
@srichtermeyer
@shirlenechow
@umasslowell
@manninguml
@salesforce
@stuartwernerapx
@radhikabansalsf
@trailhead
@amandabauman

Top Mentioned in G7:
@accenturetech
@autorabit
@sherod
@trailhead
@beckyloudermilk
@aognenoff
@sirccchar
@lynettelimm
@philpauleo
@salesforce

Top Mentioned in G8:
@trailhead
@salesforce
@martinhoyes
@jitterbit
@zacotero
@ihrim
@ohugupdates
@constellationr
@joewburton
@wearewhil

Top Mentioned in G9:
@salesforce
@sfunified
@btwarek
@ousdnews
@salesforceorg
@techrepublic
@billdetwiler
@rothmancs
@ebonybeckwith
@futuretrail

Top Mentioned in G10:
@ownbackup
@salesforce
@copadosolutions
@matk62
@appexchange
@vlocity
@jess_wine
@dreamforce
@crn
@salesforcedevs

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

Top Tweeters in G1:
@americanair
@alaskaair
@saukel
@andytoronto
@rachit_g2
@tmmmarshall
@donniewahlberg
@virginaustralia
@msswank
@pcon

Top Tweeters in G2:
@united
@wsj
@zdnet
@ohmyjet
@pardoe_ai
@connectikpeople
@stefsull
@kaabwe
@pa
@jesus_hoyos

Top Tweeters in G3:
@javascriptd
@ladyeleanora
@jodiem
@naynerz
@bikespoke
@_kingofassists
@notessensei
@akatukisiden
@k33g_org
@reidcarlberg

Top Tweeters in G4:
@starbucks
@suntastic77
@indycar
@johsanders
@nancygordos
@6snf6
@datkaren
@resplendentlyme
@ayomosanya
@orgresolutions

Top Tweeters in G5:
@infopronetwork
@woofonthehoof
@edgarparada
@toadgeek
@tchncllyspkng
@toddhalfpenny
@mpusto
@eviln8
@dschach
@radnip

Top Tweeters in G6:
@valaafshar
@jfjabbo
@north_princ3
@donatusedi
@whotrendedit
@shirleyayres
@lakeneng
@divineparty
@lucianocantaro
@andrewwcox

Top Tweeters in G7:
@santchiweb
@nba
@themayorpete
@raptors
@ra
@rakeshistom
@kwongerific
@fduncan
@accenture
@sherod

Top Tweeters in G8:
@rwang0
@dchou1107
@steve_lockstep
@coindesk
@dell
@constellationr
@jadp
@seanpreneur
@jasonaverbook
@pr

Top Tweeters in G9:
@sfbusinesstimes
@techrepublic
@inspiredtoteach
@collinz
@sfu
@salesforceorg
@coachdrewglobal
@technewsworld
@ousdnews
@jesush1979

Top Tweeters in G10:
@kellyspaulding
@ow
@crn
@chillingfa
@iqvia_global
@matk62
@ownbackup
@kim_kirkpatrick
@tomsjoberg
@ginamarquesnj