#SocBiz, Twitter, 11/21/2019 11:39:50 AM, 216920


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#SocBiz_2019-11-21_03-34-51.xlsx
#SocBiz_2019-11-21_03-34-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 21, 2019
Short Description:
#SocBiz via NodeXL http://bit.ly/2D6fI6A
@alanlepo
@quip
@dreamforce
@constellationr
@nancygordos
@rwang0
@lajbiz
@renesternberg
@salescloud
@dhinchcliffe

Top hashtags:
#socbiz
#futureofwork
#df19
#cce2019
#socialmedia
#employeeexperience
#roi
#crm
#inboundmarketing

Description:
Description
The graph represents a network of 182 Twitter users whose tweets in the requested range contained "#SocBiz", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 November 2019 at 11:34 UTC.

The requested start date was Tuesday, 19 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 21-hour, 53-minute period from Tuesday, 05 November 2019 at 03:02 UTC to Tuesday, 19 November 2019 at 00:55 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 : 182
Unique Edges : 275
Edges With Duplicates : 316
Total Edges : 591
Number of Edge Types : 3
Mentions : 479
Replies to : 6
Tweet : 106
Self-Loops : 106
Reciprocated Vertex Pair Ratio : 0.0428134556574924
Reciprocated Edge Ratio : 0.0821114369501466
Connected Components : 27
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 97
Maximum Edges in a Connected Component : 381
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.954183
Graph Density : 0.0103515269261126
Modularity : 0.397978
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 182 Twitter users whose tweets in the requested range contained "#SocBiz", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 November 2019 at 11:34 UTC.

The requested start date was Tuesday, 19 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 21-hour, 53-minute period from Tuesday, 05 November 2019 at 03:02 UTC to Tuesday, 19 November 2019 at 00:55 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #SocBiz
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[18] http://mightymediagroup.com.au/seven-questions-to-ask-yourself-about-your-inbound-marketing-strategy-q1/
[14] https://www.pipelinersales.com/library/10-donts-for-social-media/
[10] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-4-operational-efficiency/
[8] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-1-brand-health/
[6] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-5-customer-experience/
[6] https://www.thecube.net/guest/590af52c18ba2c116ca00677
[4] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-6-innovation/
[3] https://support.teampage.jp/traction#/single&proj=Download&rec=2373&brief=n
[3] http://www.slideshare.net/Digitalgodess/the-10-commandments-of-digital-marketing
[3] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-2-revenue-generation/

Top URLs in Tweet in G1:
[2] https://quip.com/blog/keys-to-successful-collaboration
[2] https://success.salesforce.com/myagenda?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BJEDQA4
[2] https://success.salesforce.com/sessions?eventId=a1Q3A000021ea1UUAQ#/session/a2q3A000002BJ9sQAG
[2] https://twitter.com/quip/status/1195019852706136064
[1] https://quip.com/blog/quip-trail-to-a-perfect-dreamforce-2019
[1] https://twitter.com/sbuscemi/status/1192148520406376448
[1] https://twitter.com/alanlepo/status/1193901670608130048/photo/1
[1] https://corp.quip.com/blog/quip-trail-to-a-perfect-dreamforce-2019
[1] https://quip-cdn.com/LpdKwc7o3X-UKnTbNzNKrg
[1] https://twitter.com/trailhead/status/1196414024499548160

Top URLs in Tweet in G3:
[1] https://www.eofire.com/podcast/jaybaer2/?utm_campaign=coschedule&utm_source=twitter&utm_medium=jaybaer
[1] https://cmxhub.com/rules-of-engagement/
[1] https://medium.com/@toddmwilms/where-is-your-brand-220d3765199a#.ou7l516lm
[1] http://www.gartner.com/smarterwithgartner/can-you-attribute-revenue-to-your-social-marketing/?cm_mmc=GML-_-SM-_-KI-_-SWGrev
[1] https://www.entrepreneur.com/article/335465

Top URLs in Tweet in G4:
[18] http://mightymediagroup.com.au/seven-questions-to-ask-yourself-about-your-inbound-marketing-strategy-q1/
[10] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-4-operational-efficiency/
[8] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-1-brand-health/
[6] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-5-customer-experience/
[4] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-6-innovation/
[3] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-2-revenue-generation/
[3] http://www.slideshare.net/Digitalgodess/the-10-commandments-of-digital-marketing
[2] http://www.leparisien.fr/paris-75/au-social-bar-devenez-copatron-du-plus-solidaire-des-bistrots-25-10-2019-8180160.php
[1] https://www.social-business-digest.com/2019-10
[1] http://app.boombar.co/qxn3aek41h?utm_content=bufferf7b99&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[1] https://www.steptwo.com.au/iia/#award-winners-grid+award-date:2019
[1] https://www.bitkom-research.de/de/pressemitteilung/bei-der-digitalisierung-kommt-es-auf-die-menschen-an

Top URLs in Tweet in G6:
[3] https://www.ebay.com/itm/372841987294?ul_noapp=true
[3] https://www.ebay.com/itm/372842040065
[2] https://www.ebay.com/itm/372841987294
[2] https://twitter.com/amorten/status/1195183228216233984
[2] https://twitter.com/jenniferleechan/status/1194116417261469696
[1] http://rover.ebay.com/rover/1/711-53200-19255-0/1?icep_ff3=2&pub=5575378759&campid=5338273189&customid=&icep_item=372836640400&ipn=psmain&icep_vectorid=229466&kwid=902099&mtid=824&kw=lg&toolid=11111
[1] https://twitter.com/amworldtraveler/status/1194575711136124931
[1] https://twitter.com/jonathansfrakes/status/1193534393324728322
[1] https://twitter.com/richalp411/status/1195069767301775361
[1] https://twitter.com/amorten/status/1192227977263599616

Top URLs in Tweet in G7:
[1] https://www.linkedin.com/posts/andredoerfler_my-impulse-talk-combine-their-forces-at-activity-6598476784826744832-Geen
[1] http://grameencreativelab.com/gsbs-the-gathering-2019/

Top URLs in Tweet in G8:
[3] https://tedrubin.com/social-selling-new-technology-didnt-make-buyers-grow-three-heads/?utm_content=105495284&utm_medium=social&utm_source=twitter&hss_channel=tw-2926870430
[1] https://www.postbeyond.com/blog/4-data-driven-best-practices-employee-advocacy/?utm_content=105151323&utm_medium=social&utm_source=twitter&hss_channel=tw-2926870430
[1] https://www.postbeyond.com/blog/get-baby-boomers-on-social/?utm_content=105403791&utm_medium=social&utm_source=twitter&hss_channel=tw-2926870430
[1] https://www.tribalimpact.com/blog/4-common-social-media-security-risks-and-how-to-avoid-them?utm_campaign=Awareness%20-%20Social%20Media%20Policy%20&utm_content=105495079&utm_medium=social&utm_source=twitter&hss_channel=tw-2926870430
[1] https://www.sociabble.com/blog/employee-advocacy-program-part-2/?utm_content=104980255&utm_medium=social&utm_source=twitter&hss_channel=tw-2926870430

Top URLs in Tweet in G9:
[6] https://www.thecube.net/guest/590af52c18ba2c116ca00677

Top URLs in Tweet in G10:
[14] https://www.pipelinersales.com/library/10-donts-for-social-media/

Top Domains
Top Domains in Tweet in Entire Graph:
[50] com.au
[27] twitter.com
[14] pipelinersales.com
[9] ebay.com
[6] teampage.jp
[6] thecube.net
[5] quip.com
[5] visier.com
[4] salesforce.com
[4] youtube.com

Top Domains in Tweet in G1:
[9] twitter.com
[5] quip.com
[4] youtube.com
[4] salesforce.com
[2] linkedin.com
[1] quip-cdn.com
[1] alanlepofsky.com

Top Domains in Tweet in G3:
[1] eofire.com
[1] cmxhub.com
[1] medium.com
[1] gartner.com
[1] entrepreneur.com

Top Domains in Tweet in G4:
[49] com.au
[3] slideshare.net
[2] leparisien.fr
[2] twitter.com
[2] digitaltonto.com
[1] social-business-digest.com
[1] boombar.co
[1] smh.re
[1] tribalimpact.com

Top Domains in Tweet in G5:
[1] com.au
[1] bitkom-research.de

Top Domains in Tweet in G6:
[14] twitter.com
[9] ebay.com

Top Domains in Tweet in G7:
[1] linkedin.com
[1] grameencreativelab.com

Top Domains in Tweet in G8:
[3] tedrubin.com
[2] postbeyond.com
[1] tribalimpact.com
[1] sociabble.com

Top Domains in Tweet in G9:
[6] thecube.net

Top Domains in Tweet in G10:
[14] pipelinersales.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[194] socbiz
[69] futureofwork
[57] df19
[40] cce2019
[35] socialmedia
[34] employeeexperience
[25] roi
[20] crm
[18] inboundmarketing
[15] forsale



Top Hashtags in Tweet in G1:
[56] df19
[43] futureofwork
[41] socbiz
[20] employeeexperience
[20] crm
[13] quipdf19
[10] cce2019
[6] roadtodf19
[5] digitaltransformation
[3] teamcollaboration

Top Hashtags in Tweet in G2:
[30] cce2019
[26] futureofwork
[14] employeeexperience
[13] socbiz
[5] cmo
[4] customerexperience
[4] digitaltransformation
[1] cxo
[1] cio
[1] df19

Top Hashtags in Tweet in G3:
[5] business
[5] community
[5] socbiz
[5] marketing
[4] smm
[4] digitalmarketing
[4] bizdev
[3] businessgrowth
[3] website
[2] wordofmouth

Top Hashtags in Tweet in G4:
[64] socbiz
[24] roi
[18] inboundmarketing
[17] socialmedia
[6] brandhealth
[5] digitalmarketing
[4] governance
[3] socialselling
[3] marketing
[2] paris

Top Hashtags in Tweet in G5:
[7] digitalisierung
[7] digitalkompetenz
[3] digitalworkplace
[2] intranet
[2] socbiz
[2] e20
[1] kennen
[1] können
[1] wollen

Top Hashtags in Tweet in G6:
[22] socbiz
[15] forsale
[15] biztalk
[11] arteyart
[10] items4sale
[9] ebayseller
[9] ebaydeals
[8] checkout
[8] collection
[8] giftideas

Top Hashtags in Tweet in G7:
[2] cooperatives
[2] coops
[2] socbiz
[2] gsbs2019
[1] socialbusiness
[1] socent
[1] raiffeisen
[1] yunus

Top Hashtags in Tweet in G8:
[7] socbiz
[4] social
[3] employeeadvocacy
[3] employeeengagement
[3] socialmedia
[3] socialselling
[3] digitalselling
[1] socialmediapolicy
[1] comms

Top Hashtags in Tweet in G9:
[6] aws
[6] ai
[6] cloud
[6] cmo
[1] socbiz
[1] iot
[1] thecube
[1] womenintech
[1] techathlete

Top Hashtags in Tweet in G10:
[14] infographic
[14] socialmedia
[14] socbiz

Top Words
Top Words in Tweet in Entire Graph:
[205] Words in Sentiment List#1: Positive
[50] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6063] Non-categorized Words
[6318] Total Words
[194] #socbiz
[89] alanlepo
[69] #futureofwork
[63] quip
[57] #df19

Top Words in Tweet in G1:
[59] quip
[56] #df19
[52] alanlepo
[46] dreamforce
[43] #futureofwork
[41] #socbiz
[21] learn
[20] #employeeexperience
[20] #crm
[20] sales

Top Words in Tweet in G2:
[37] alanlepo
[30] #cce2019
[26] #futureofwork
[21] constellationr
[15] panel
[14] #employeeexperience
[13] #socbiz
[12] industry
[10] valaafshar
[8] thank

Top Words in Tweet in G3:
[5] #business
[5] #community
[5] #socbiz
[5] #marketing
[4] #smm
[4] #digitalmarketing
[4] #bizdev
[3] lajbiz
[3] need
[3] website

Top Words in Tweet in G4:
[64] #socbiz
[24] #roi
[21] business
[18] #inboundmarketing
[17] #socialmedia
[10] ceo's
[8] 4
[8] online
[8] marketing
[7] things

Top Words in Tweet in G5:
[7] renesternberg
[7] #digitalisierung
[7] kommt
[7] laut
[7] studie
[7] #digitalkompetenz
[7] menschen
[7] sie
[7] demnach
[7] kein

Top Words in Tweet in G6:
[22] #socbiz
[15] #forsale
[15] #biztalk
[11] #arteyart
[10] #items4sale
[9] #ebaydeals
[8] #checkout
[8] #collection
[8] #giftideas
[8] #forsell

Top Words in Tweet in G7:
[8] forces
[8] social
[8] business
[5] combine
[5] global
[4] summit
[4] berlin
[3] andredoerfler
[3] today
[3] invite

Top Words in Tweet in G8:
[12] social
[12] selling
[7] #socbiz
[7] tedrubin
[6] isn
[6] t
[6] really
[6] s
[6] being
[6] connecting

Top Words in Tweet in G9:
[6] sandy
[6] carter
[6] aws
[6] celebrate
[6] women
[6] tech
[6] wednesday
[6] sandy_carter
[6] awscloud
[6] #aws

Top Words in Tweet in G10:
[28] gt
[20] pipelinercrm
[14] #infographic
[14] 10
[14] ts
[14] #socialmedia
[14] #socbiz
[12] don
[2] donâ

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[38] dreamforce,#df19
[28] #futureofwork,#socbiz
[27] constellationr,#cce2019
[22] ã,ã
[20] sales,service
[19] #cce2019,#futureofwork
[16] panel,#futureofwork
[16] #futureofwork,#employeeexperience
[14] quip,keynote
[14] #socbiz,#biztalk

Top Word Pairs in Tweet in G1:
[37] dreamforce,#df19
[19] #futureofwork,#socbiz
[18] sales,service
[12] service,teams
[12] quip,keynote
[10] #futureofwork,#employeeexperience
[9] coming,dreamforce
[9] salescloud,servicecloud
[8] make,sure
[8] new,tools

Top Word Pairs in Tweet in G2:
[20] constellationr,#cce2019
[15] #cce2019,#futureofwork
[11] panel,#futureofwork
[9] #futureofwork,#socbiz
[8] alanlepo,thank
[8] thank,constellationr
[8] #cce2019,really
[8] really,enjoyed
[8] enjoyed,being
[8] being,#employeeexperience

Top Word Pairs in Tweet in G3:
[3] #business,need
[3] need,website
[3] website,entrepreneur
[3] entrepreneur,#bizdev
[3] #bizdev,#businessgrowth
[3] #businessgrowth,#website
[3] #website,#marketing
[3] #marketing,#digitalmarketing
[2] grow,#business
[2] #business,free

Top Word Pairs in Tweet in G4:
[12] #socbiz,#inboundmarketing
[8] #socbiz,#roi
[6] operational,efficiency
[5] #socbiz,#socialmedia
[4] take,note
[4] note,#socbiz
[4] #roi,#inboundmarketing
[4] #inboundmarketing,#socbiz
[4] inbound,marketing
[4] answer,#socbiz

Top Word Pairs in Tweet in G5:
[7] #digitalisierung,kommt
[7] kommt,laut
[7] laut,studie
[7] studie,#digitalkompetenz
[7] #digitalkompetenz,menschen
[7] menschen,sie
[7] sie,demnach
[7] demnach,kein
[7] kein,primäres
[6] renesternberg,#digitalisierung

Top Word Pairs in Tweet in G6:
[14] #socbiz,#biztalk
[5] #biztalk,#devart
[4] #ebayseller's,#ebaydeals
[4] #retweet,#share
[3] #nomanlloyd,105
[3] 105,years
[3] years,old
[3] old,wow
[3] wow,amazing
[3] amazing,happy

Top Word Pairs in Tweet in G7:
[8] social,business
[5] combine,forces
[5] global,social
[4] business,summit
[3] today,global
[3] summit,berlin
[3] berlin,invite
[3] invite,combine
[3] forces,forces
[2] impulse,talk

Top Word Pairs in Tweet in G8:
[6] social,selling
[6] selling,isn
[6] isn,t
[6] t,really
[6] really,selling
[6] selling,s
[6] s,being
[6] being,social
[6] social,connecting
[6] connecting,interacting

Top Word Pairs in Tweet in G9:
[6] sandy,carter
[6] carter,aws
[6] aws,celebrate
[6] celebrate,women
[6] women,tech
[6] tech,wednesday
[6] wednesday,sandy_carter
[6] sandy_carter,awscloud
[6] awscloud,#aws
[6] #aws,#ai

Top Word Pairs in Tweet in G10:
[14] #infographic,10
[14] ts,#socialmedia
[14] #socialmedia,pipelinercrm
[14] pipelinercrm,gt
[14] gt,gt
[14] gt,#socbiz
[12] 10,don
[12] don,ts
[6] pipelinercrm,#infographic
[2] 10,donâ

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@alanlepo
@quip
@dreamforce
@constellationr
@salescloud
@pipelinercrm
@valaafshar
@salesforce
@servicecloud
@rwang0

Top Mentioned in G1:
@quip
@alanlepo
@dreamforce
@salescloud
@constellationr
@salesforce
@servicecloud
@sophiawestwood
@ryanaytay
@valaafshar

Top Mentioned in G2:
@alanlepo
@constellationr
@valaafshar
@rwang0
@corey_snow
@richieetwaru
@dhinchcliffe
@lnfrance
@dinaapostolou
@descahill

Top Mentioned in G3:
@lajbiz
@entrepreneur
@jaybaer
@johnleedumas
@chadneufeld
@lilleis
@cmx
@bevylabs
@toddmwilms
@gartner_inc

Top Mentioned in G4:
@christophcadiou

Top Mentioned in G5:
@renesternberg
@steptwodesigns
@hirschtec

Top Mentioned in G6:
@amworldtraveler
@amorten
@cjenmm
@49ers
@richalp411

Top Mentioned in G7:
@andredoerfler
@yunus_centre
@grameencl
@ruv_de
@fwrgesellschaft

Top Mentioned in G8:
@tedrubin
@tribalimpact
@postbeyond
@sociabble

Top Mentioned in G9:
@sandy_carter
@awscloud
@thecube

Top Mentioned in G10:
@pipelinercrm

Top Tweeters
Top Tweeters in Entire Graph:
@aldoceccarelli
@valaafshar
@andrewmorrisuk
@rwang0
@mjoehlerich
@harleenas
@tedrubin
@femtech_
@dmanujarch
@qantas

Top Tweeters in G1:
@andrewmorrisuk
@mjoehlerich
@dmanujarch
@qantas
@juliebhunt
@holgermu
@charlieisaacs
@hrdigitalbe
@nancygordos
@davidspinks

Top Tweeters in G2:
@aldoceccarelli
@valaafshar
@rwang0
@dchou1107
@constellationr
@danieljpeter
@dhinchcliffe
@briansolis
@collinz
@davidfcarr

Top Tweeters in G3:
@entrepreneur
@abhinavpoonia
@johnleedumas
@lajbiz
@jaybaer
@gartner_inc
@toddmwilms
@cmx
@marketmegood
@chadneufeld

Top Tweeters in G4:
@micadam
@mintelligencia
@christophcadiou
@carstenrose
@stephendale
@sarahgoodall
@a
@jqsmooth
@richard_sink
@jjjrrr

Top Tweeters in G5:
@lukaspfeiffer
@hirschtec
@steptwodesigns
@armin_rz
@_beproductive
@ochaudhuri
@renesternberg
@kathrinthesing
@juliettarainbow

Top Tweeters in G6:
@integration_d
@seahawks
@49ers
@stanleyroberts
@amorten
@amworldtraveler
@cjenmm
@richalp411

Top Tweeters in G7:
@ruv_de
@grameencl
@yunus_centre
@mstegfellner
@andredoerfler
@fwrgesellschaft
@2030cabinet

Top Tweeters in G8:
@tedrubin
@stacybraiuca
@postbeyond
@tribalimpact
@andreegroup
@sociabble

Top Tweeters in G9:
@femtech_
@thecube
@sandy_carter
@jeremy972i
@awscloud

Top Tweeters in G10:
@pipelinercrm
@kimlanikolaus
@chigozieokeked
@jabayer4
@goahead_global


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