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#SocBiz_2021-06-23_03-25-37.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2021
Short Description:
#SocBiz via NodeXL https://bit.ly/3d7kNhz
@braincures
@rajeevg45843409
@cjenmm
@richalp411
@dhinchcliffe
@pipelinercrm
@flai1234
@sfgov
@aksingh_npc
@mukeshnpc

Top hashtags:
#socbiz
#socialbusiness
#innovation
#leadership
#collaboration
#startups
#restaurant

Description:
Description
The graph represents a network of 118 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 Wednesday, 23 June 2021 at 10:26 UTC.

The requested start date was Tuesday, 22 June 2021 at 00:01 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, 12-hour, 0-minute period from Tuesday, 08 June 2021 at 05:25 UTC to Monday, 21 June 2021 at 17:25 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 : 118
Unique Edges : 57
Edges With Duplicates : 363
Total Edges : 420
Number of Edge Types : 5
Tweet : 102
Retweet : 125
MentionsInRetweet : 136
Mentions : 56
Replies to : 1
Self-Loops : 105
Reciprocated Vertex Pair Ratio : 0.0175438596491228
Reciprocated Edge Ratio : 0.0344827586206897
Connected Components : 9
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 197
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.904215
Graph Density : 0.00840214399536434
Modularity : 0.26274
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 118 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 Wednesday, 23 June 2021 at 10:26 UTC.

The requested start date was Tuesday, 22 June 2021 at 00:01 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, 12-hour, 0-minute period from Tuesday, 08 June 2021 at 05:25 UTC to Monday, 21 June 2021 at 17:25 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] 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://www.slideshare.net/Digitalgodess/the-10-commandments-of-digital-marketing
[6] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-2-revenue-generation/
[6] https://www.linkedin.com/pulse/5-social-media-ponderings-john-golden/
[4] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-5-customer-experience/
[4] https://www.pipelinersales.com/library/10-donts-for-social-media/
[3] https://twitter.com/richalp411/status/1402522957306499074
[2] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-6-innovation/

Top URLs in Tweet in G1:
[1] https://www.linkedin.com/slink?code=gDFxG4C

Top URLs in Tweet in G3:
[3] https://twitter.com/richalp411/status/1402522957306499074
[2] https://twitter.com/richalp411/status/1402520169683980291
[2] https://twitter.com/richalp411/status/1404547168917016577
[2] https://twitter.com/richalp411/status/1404904523752042502
[2] https://twitter.com/richalp411/status/1404897451639640069
[1] https://www.thumbtack.com/pro/referral/bd3o8ljd3
[1] https://twitter.com/richalp411/status/1404306330576293894
[1] https://twitter.com/richalp411/status/1404303402935328778
[1] https://twitter.com/richalp411/status/1402528368210235396
[1] https://twitter.com/richalp411/status/1403431115335999494

Top URLs in Tweet in G4:
[6] https://www.linkedin.com/pulse/5-social-media-ponderings-john-golden/
[4] https://www.pipelinersales.com/library/10-donts-for-social-media/
[2] https://salespop.net/sales-professionals/when-a-linkedin-introduction-stalls/
[1] https://salespop.net/marketing/11-stunning-social-media-automation-services-to-use-in-2021/

Top URLs in Tweet in G5:
[1] https://www.cmswire.com/customer-experience/sprinklr-set-to-join-customer-experience-management-billion-dollar-club-in-ipo/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=cm&utm_content=all-articles-rss
[1] https://twitter.com/guzmand/status/1402628802602274820
[1] https://hbr.org/2021/06/research-amplifying-your-colleagues-voices-benefits-everyone?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[2] https://www.businesswomenin.org/workshops/get-started-with-instagram/
[1] https://visuallyexplained.co.uk/
[1] https://www.visuallyexplained.co.uk/services/outsourcing/
[1] https://www.visuallyexplained.co.uk/services/consultancy/
[1] https://www.thegrowthhub.biz/events/search/1058

Top URLs in Tweet in G8:
[14] 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://www.slideshare.net/Digitalgodess/the-10-commandments-of-digital-marketing
[6] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-2-revenue-generation/
[4] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-5-customer-experience/
[2] http://mightymediagroup.com.au/six-key-aspects-inbound-marketing-roi-part-6-innovation/
[1] https://www.tlu.ee/yti/teadusprojektid/sofima

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[213] socbiz
[109] socialbusiness
[106] innovation
[106] leadership
[106] collaboration
[105] startups
[105] restaurant
[105] socialbiz
[105] ecommerce
[30] biztalk



Top Hashtags in Tweet in G1:
[1] science
[1] 1in2
[1] bullied
[1] 1in6
[1] sexuallyassualted
[1] database
[1] endbullying
[1] endsexualharassment
[1] saam
[1] socbiz

Top Hashtags in Tweet in G2:
[103] startups
[103] innovation
[103] leadership
[103] restaurant
[103] socbiz
[103] socialbiz
[103] socialbusiness
[103] collaboration
[103] ecommerce
[9] management

Top Hashtags in Tweet in G3:
[32] socbiz
[30] biztalk
[28] sharethearts
[27] supportthearts
[22] boostthearts
[22] arteyart
[22] cultura
[21] indiedev
[21] devboost
[20] techtalk

Top Hashtags in Tweet in G4:
[13] socbiz
[4] infographic
[4] socialmedia
[3] salespop
[2] linkedin

Top Hashtags in Tweet in G5:
[5] employeeadvocacy
[3] socbiz
[2] socialmedia
[1] ipo
[1] customerexperience
[1] cx
[1] cxm
[1] innovation
[1] brandadvocacy
[1] custserv

Top Hashtags in Tweet in G6:
[8] socbiz
[4] socialbusiness
[4] businessmedia
[3] socialmediaforbusiness
[2] socialmedia
[2] consultancy
[2] instagramtraining
[2] bwi
[1] socialmediapolicy
[1] glosbiz

Top Hashtags in Tweet in G7:
[2] startups
[2] innovation
[2] leadership
[2] restaurant
[2] socbiz
[2] socialbiz
[2] socialbusiness
[2] collaboration
[2] ecommerce
[1] management

Top Hashtags in Tweet in G8:
[51] socbiz
[23] roi
[16] inboundmarketing
[14] socialmedia
[6] brandhealth
[5] digitalmarketing
[4] governance
[2] content
[2] brand
[2] inboundmarekting

Top Words
Top Words in Tweet in Entire Graph:
[213] #socbiz
[109] #socialbusiness
[106] #innovation
[106] #leadership
[106] #collaboration
[105] #startups
[105] #restaurant
[105] #socialbiz
[105] #ecommerce
[94] rajeevg45843409

Top Words in Tweet in G1:
[2] keith_jebb
[2] dbetteracademia
[2] richardjparfitt
[2] dgurdasani1
[2] cici18480257
[2] carstensenpol
[2] runelinding
[2] bolderesident

Top Words in Tweet in G2:
[103] #startups
[103] #innovation
[103] #leadership
[103] #restaurant
[103] #socbiz
[103] #socialbiz
[103] #socialbusiness
[103] #collaboration
[103] #ecommerce
[94] rajeevg45843409

Top Words in Tweet in G3:
[32] #socbiz
[30] #biztalk
[28] #sharethearts
[27] #supportthearts
[22] #boostthearts
[22] #arteyart
[22] #cultura
[21] #indiedev
[21] #devboost
[20] #techtalk

Top Words in Tweet in G4:
[13] #socbiz
[9] pipelinercrm
[8] gt
[7] social
[7] media
[6] ponderings
[4] #infographic
[4] 10
[4] don
[4] ts

Top Words in Tweet in G5:
[6] assets
[5] greatest
[5] untapped
[5] organizations
[5] customers
[5] workers
[5] #employeeadvocacy
[4] dhinchcliffe
[3] #socbiz
[2] one

Top Words in Tweet in G6:
[9] social
[8] #socbiz
[7] media
[6] workshop
[5] business
[5] call
[5] 01793
[5] 967317
[4] #socialbusiness
[4] #businessmedia

Top Words in Tweet in G7:
[2] #startups
[2] #innovation
[2] #leadership
[2] #restaurant
[2] #socbiz
[2] #socialbiz
[2] #socialbusiness
[2] #collaboration
[2] #ecommerce

Top Words in Tweet in G8:
[51] #socbiz
[23] #roi
[20] business
[16] #inboundmarketing
[14] #socialmedia
[10] ceo's
[9] online
[7] measure
[7] marketing
[6] #brandhealth

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[105] #startups,#innovation
[105] #innovation,#leadership
[105] #leadership,#restaurant
[105] #restaurant,#socbiz
[105] #socbiz,#socialbiz
[105] #socialbiz,#socialbusiness
[105] #socialbusiness,#collaboration
[105] #collaboration,#ecommerce
[94] rajeevg45843409,#startups
[94] #ecommerce,#m

Top Word Pairs in Tweet in G1:
[2] keith_jebb,dbetteracademia
[2] dbetteracademia,richardjparfitt
[2] richardjparfitt,dgurdasani1
[2] dgurdasani1,cici18480257
[2] cici18480257,carstensenpol
[2] carstensenpol,runelinding
[2] runelinding,bolderesident

Top Word Pairs in Tweet in G2:
[103] #startups,#innovation
[103] #innovation,#leadership
[103] #leadership,#restaurant
[103] #restaurant,#socbiz
[103] #socbiz,#socialbiz
[103] #socialbiz,#socialbusiness
[103] #socialbusiness,#collaboration
[103] #collaboration,#ecommerce
[94] rajeevg45843409,#startups
[94] #ecommerce,#m

Top Word Pairs in Tweet in G3:
[30] #socbiz,#biztalk
[22] #arteyart,#cultura
[17] #supportthearts,#sharethearts
[17] #indiedev,#artbot
[16] #signalboost,#socbiz
[13] #devart,#decorart
[12] need,#supportthearts
[12] #artistontwitter's,#artwork
[12] #biztalk,#techtalk
[11] #sharethearts,#boostthearts

Top Word Pairs in Tweet in G4:
[7] social,media
[6] media,ponderings
[6] ponderings,#socbiz
[4] #infographic,10
[4] 10,don
[4] don,ts
[4] ts,#socialmedia
[4] #socialmedia,pipelinercrm
[4] pipelinercrm,gt
[4] gt,gt

Top Word Pairs in Tweet in G5:
[5] greatest,untapped
[5] untapped,assets
[5] assets,organizations
[5] organizations,customers
[5] customers,workers
[5] workers,#employeeadvocacy
[4] dhinchcliffe,greatest
[2] #socbiz,#socialmedia

Top Word Pairs in Tweet in G6:
[7] social,media
[5] 01793,967317
[4] call,01793
[4] #socbiz,#socialbusiness
[4] 967317,#socbiz
[4] announce,yola
[4] yola,ohara
[3] super,excited
[3] excited,announce
[3] ohara,returning

Top Word Pairs in Tweet in G7:
[2] #startups,#innovation
[2] #innovation,#leadership
[2] #leadership,#restaurant
[2] #restaurant,#socbiz
[2] #socbiz,#socialbiz
[2] #socialbiz,#socialbusiness
[2] #socialbusiness,#collaboration
[2] #collaboration,#ecommerce

Top Word Pairs in Tweet in G8:
[11] #socbiz,#inboundmarketing
[7] #socbiz,#socialmedia
[7] #socbiz,#roi
[6] measure,#roi
[6] operational,efficiency
[4] online,#socbiz
[4] take,note
[4] note,#socbiz
[4] #roi,#inboundmarketing
[4] efficiency,#socbiz

Top Replied-To
Top Replied-To in Entire Graph:
@keith_jebb

Top Replied-To in G1:
@keith_jebb

Top Mentioned
Top Mentioned in Entire Graph:
@rajeevg45843409
@cjenmm
@richalp411
@pipelinercrm
@dhinchcliffe
@sfgov
@chiefdooropener
@dbetteracademia
@richardjparfitt
@dgurdasani1

Top Mentioned in G1:
@dbetteracademia
@richardjparfitt
@dgurdasani1
@cici18480257
@carstensenpol
@runelinding
@bolderesident
@braincures
@keith_jebb
@michel

Top Mentioned in G2:
@rajeevg45843409

Top Mentioned in G3:
@cjenmm
@richalp411
@sfgov

Top Mentioned in G4:
@pipelinercrm
@chiefdooropener
@goahead_global
@johngoldenfrr

Top Mentioned in G5:
@dhinchcliffe
@ragythomas

Top Mentioned in G6:
@visuallyexp

Top Mentioned in G7:
@scasolutions

Top Tweeters
Top Tweeters in Entire Graph:
@dianamsharpton
@artisticparley
@towheehillart
@flai1234
@indiedev_rt
@bitrichinfo
@sumanma67044762
@hrw
@tamaramccleary
@sandeepnpc

Top Tweeters in G1:
@hrw
@proftimnoakes
@seis_matters
@truthsayerodet1
@braincures
@bullyinguk
@nayright12
@runelinding
@pickersgillm
@cici18480257

Top Tweeters in G2:
@sumanma67044762
@sandeepnpc
@arunkjhaies
@jaya_npc
@kanpurnpc
@mukeshnpc
@sandeep42750241
@amitnpc1989
@padma29608645
@srividyanpc

Top Tweeters in G3:
@dianamsharpton
@artisticparley
@towheehillart
@flai1234
@indiedev_rt
@bitrichinfo
@deandinm
@indieaoba
@vntweeter
@b0tsci

Top Tweeters in G4:
@pipelinercrm
@etangaza
@johngoldenfrr
@goahead_global
@chiefdooropener

Top Tweeters in G5:
@tamaramccleary
@dhinchcliffe
@thuliumco
@lurnalott
@ragythomas

Top Tweeters in G6:
@visuallyexp
@bowman_house

Top Tweeters in G7:
@codervj
@scasolutions

Top Tweeters in G8:
@mintelligencia
@be4ngos