#middlemarket, Twitter, 1/19/2019 8:52:41 PM, 182528


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#middlemarket_2019-01-19_11-44-35.xlsx
#middlemarket_2019-01-19_11-44-35.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 19, 2019
Short Description:
#middlemarket via NodeXL http://bit.ly/2U2ygLA
@terzima
@dlcohenwrites
@rsmusllp
@acgglobal
@mike_baron1
@rhythmsystems
@acg_mmg
@joebrusuelas
@pepromagazine
@acgnyc

Top hashtags:
#middlemarket
#privateequity
#mergers
#lowermiddlemarket
#acquisitions
#strategy

Description:
Description
The graph represents a network of 127 Twitter users whose tweets in the requested range contained "#middlemarket", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 19 January 2019 at 19:44 UTC.

The requested start date was Saturday, 19 January 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, 17-minute period from Saturday, 05 January 2019 at 03:06 UTC to Saturday, 19 January 2019 at 00:23 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 : 127
Unique Edges : 129
Edges With Duplicates : 132
Total Edges : 261
Number of Edge Types : 3
Mentions : 158
Tweet : 101
Replies to : 2
Self-Loops : 101
Reciprocated Vertex Pair Ratio : 0.103448275862069
Reciprocated Edge Ratio : 0.1875
Connected Components : 35
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 55
Maximum Edges in a Connected Component : 156
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.675161
Graph Density : 0.00799900012498438
Modularity : 0.480714
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] http://www.postrecession.com/
[4] https://www.themiddlemarket.com/news/most-middle-market-companies-expect-to-do-m-a-in-2019?platform=hootsuite
[4] https://www.themiddlemarket.com/news/most-middle-market-companies-expect-to-do-m-a-in-2019
[4] https://www.theleadleft.com/middle-market-deal-terms-at-a-glance-jan-2019/
[3] http://www.pfingsten.com/news
[2] https://www.themiddlemarket.com/list/2019-most-influential-women-in-mid-market-m-a?platform=hootsuite
[2] https://www.bdo.com/insights/tax/compensation-benefits/the-bdo-600-2018-study-of-ceo-and-cfo?utm_medium=Social&utm_source=Twtax&utm_campaign=BDO600&utm_content=Tax
[2] https://www.bdo.com/insights/tax/compensation-benefits/the-bdo-600-2018-study-of-boards?utm_medium=Social&utm_source=Twtax&utm_campaign=BDO600&utm_content=Tax
[2] https://www.bdo.com/insights/business-financial-advisory/the-ten-step-guide-to-digital-transformation?utm_medium=SocialPaid&utm_source=Twitter&utm_campaign=DigitalTransformation&utm_term=Ad5&utm_content=Advisory
[2] https://rsmus.com/economics/rsm-middle-market-business-index-mmbi.html?cmpid=soc:twcpr1218-mmbi-q4-2018:dj01&utm_campaign=MMBI+Q4+2018&utm_medium=bitly&utm_source=Twitter

Top URLs in Tweet in G1:
[3] https://www.themiddlemarket.com/news/most-middle-market-companies-expect-to-do-m-a-in-2019?platform=hootsuite
[3] https://www.themiddlemarket.com/news/most-middle-market-companies-expect-to-do-m-a-in-2019
[3] http://www.pfingsten.com/news
[1] https://twitter.com/i/web/status/1085959667577225217
[1] https://www.citrincooperman.com/events/6th-annual-women-of-leadership-summit
[1] https://twitter.com/i/web/status/1086251420863684608
[1] https://www.instagram.com/p/BsniGoilYRK/?utm_source=ig_twitter_share&igshid=dod9t7ki9n2a
[1] https://lnkd.in/dgfRh55
[1] https://industrialexchange.us/attendees/newslettersignup/?utm_campaign=The
[1] Weekly

Top URLs in Tweet in G2:
[2] https://rsmus.com/economics/rsm-middle-market-business-index-mmbi.html?cmpid=soc:twcpr1218-mmbi-q4-2018:dj01&utm_campaign=MMBI+Q4+2018&utm_medium=bitly&utm_source=Twitter
[1] https://rsmus.com/our-insights/middle-market-transformative-ceo-show/a-conversation-with-travis-hollman-hollman-inc.html?cmpid=soc:twcpr1218-ceo-radio-show-promotion-episode-7:dj01&utm_campaign=12-2018+CEO+Radio+Show&utm_medium=bitly&utm_source=Twitter
[1] https://rsmus.com/economics/the-real-economy/the-real-economy-volume-48/update-by-industry-fashion-and-home-furnishings.html?cmpid=soc:twcpr0315-the-real-economy-ongoingd:dj01
[1] https://rsmus.com/economics/the-real-economy/the-real-economy-volume-48/update-by-industry-technology.html?cmpid=soc:twcpr0315-the-real-economy-ongoingd:dj01
[1] https://rsmus.com/events/2019-audit-committee-briefing.html?cmpid=soc:twcpr1119-2019-yearly-audit-committee-webcast:dj01
[1] https://twitter.com/i/web/status/1083778180102737922
[1] https://rsmus.com/our-insights/changing-buying-patterns/are-buying-habits-changing-due-to-the-wayfair-decision.html?cmpid=soc:twcpr0918-wayfair-impact-on-buying-patterns:dj01
[1] https://twitter.com/i/web/status/1085597967984275461
[1] https://rsmus.com/what-we-do/industries/consumer-products/retail/can-blockchain-benefit-middle-market-retailers.html?cmpid=soc:twcpr0119-retail-and-blockchain:dj01
[1] https://www.youtube.com/watch?v=M6q1sv4OqwQ&list=PLmt_TWDOjFCFCahnBgd9QpskmhruwKmzn&index=1&utm_campaign=2019+Economic+Outlook+Videos&utm_medium=bitly&utm_source=Twitter


Top URLs in Tweet in G3:
[6] http://www.postrecession.com/
[1] https://tinyurl.com/yc5lgxbw
[1] https://rsm.us/2Li9949
[1] https://myemail.constantcontact.com/ACA-reporting----M-A-update----Honored-by-Irish-America----FASB-update-.html?soid=1102394474495&aid=j5tD7ZZa1cA
[1] https://lnkd.in/gtMnEkm
[1] https://twitter.com/i/web/status/1083551378973310977
[1] https://www.storecapital.com/what-we-do/
[1] https://www.facebook.com/STORECapitalREIT/videos/392698944816175/
[1] https://twitter.com/i/web/status/1083767632195739648
[1] https://twitter.com/i/web/status/1084849464714674177

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1086281164418174976
[1] https://twitter.com/i/web/status/1086280977796792320
[1] https://twitter.com/i/web/status/1084596681038094338
[1] http://middlemarketgrowth.org/deal-news-capitala-invests-in-chicken-soup-for-the-soul/
[1] https://issuu.com/middlemarketgrowth/docs/mmg1901_issuu
[1] https://www.rhythmsystems.com/blog/how-ceos-succeed-achieve-a-top-valuation-through-strategy-execution?utm_content=80664185&utm_medium=social&utm_source=twitter&hss_channel=tw-2358486840
[1] https://twitter.com/RhythmSystems/status/1070714549895131140

Top URLs in Tweet in G5:
[1] https://www.entrepreneur.com/article/325007?linkId=62202575
[1] https://twitter.com/i/web/status/1085167217497554944
[1] https://www.entrepreneur.com/article/325007?linkId=62202558
[1] https://www.entrepreneur.com/article/325007?linkId=62202568

Top URLs in Tweet in G6:
[2] https://www.themiddlemarket.com/news/call-for-nominations-12th-annual-m-a-mid-market-awards?brief=0000015a-289d-d09d-a7fe-ee9f58b00000&utm_content=socialflow&utm_medium=social&utm_source=twitter&utm_campaign=themiddlemarket-tw
[2] https://www.themiddlemarket.com/list/2019-most-influential-women-in-mid-market-m-a?platform=hootsuite
[2] https://www.themiddlemarket.com/video/outlook-2019-the-18-to-24-month-window?platform=hootsuite
[1] https://twitter.com/i/web/status/1086280319962095616
[1] https://www.themiddlemarket.com/news/most-middle-market-companies-expect-to-do-m-a-in-2019?platform=hootsuite
[1] https://shar.es/aaN0uz?platform=hootsuite
[1] https://twitter.com/i/web/status/1086283334169387008

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1086261931449692160
[1] http://middlemarketgrowth.org/middle-market-family-business-succession-planning/
[1] http://txacg.org/
[1] http://intergrowth.org/?utm_source=ACG&utm_medium=social
[1] media&utm_campaign=IG2019_Attendee_Chapters
[1] https://twitter.com/i/web/status/1086352527224856576
[1] https://www.acg.org/centraltexas/events/acg-san-antonio-12919-daniel-alarik-grunt-style

Top URLs in Tweet in G9:
[4] https://www.theleadleft.com/middle-market-deal-terms-at-a-glance-jan-2019/
[2] https://static1.squarespace.com/static/58e7d0e66a496342ee4e7702/t/5c350d14758d46457307ff63/1546980632264/DebtRush_january_2019.pdf
[1] https://www.theleadleft.com/chart-of-the-week-annual-raise/

Top URLs in Tweet in G10:
[2] https://www.bdo.com/insights/tax/compensation-benefits/the-bdo-600-2018-study-of-boards?utm_medium=Social&utm_source=Twtax&utm_campaign=BDO600&utm_content=Tax
[2] https://www.bdo.com/insights/tax/compensation-benefits/the-bdo-600-2018-study-of-ceo-and-cfo?utm_medium=Social&utm_source=Twtax&utm_campaign=BDO600&utm_content=Tax
[2] https://www.bdo.com/insights/business-financial-advisory/the-ten-step-guide-to-digital-transformation?utm_medium=SocialPaid&utm_source=Twitter&utm_campaign=DigitalTransformation&utm_term=Ad5&utm_content=Advisory
[1] https://twitter.com/i/web/status/1085172500881965056

Top Domains
Top Domains in Tweet in Entire Graph:
[42] twitter.com
[15] themiddlemarket.com
[15] constantcontact.com
[9] rsmus.com
[7] lnkd.in
[6] postrecession.com
[6] bdo.com
[5] theleadleft.com
[4] middlemarketcenter.org
[3] acg.org

Top Domains in Tweet in G1:
[14] constantcontact.com
[9] twitter.com
[6] themiddlemarket.com
[3] industrialexchange.us
[3] pfingsten.com
[1] citrincooperman.com
[1] instagram.com
[1] lnkd.in

Top Domains in Tweet in G2:
[9] rsmus.com
[9] twitter.com
[1] youtube.com
[1] forbes.com
[1] rsm.global

Top Domains in Tweet in G3:
[9] twitter.com
[6] postrecession.com
[4] lnkd.in
[1] tinyurl.com
[1] rsm.us
[1] constantcontact.com
[1] storecapital.com
[1] facebook.com
[1] dy.si

Top Domains in Tweet in G4:
[4] twitter.com
[1] middlemarketgrowth.org
[1] issuu.com
[1] rhythmsystems.com

Top Domains in Tweet in G5:
[3] entrepreneur.com
[1] twitter.com

Top Domains in Tweet in G6:
[7] themiddlemarket.com
[2] twitter.com
[1] shar.es

Top Domains in Tweet in G7:
[2] twitter.com
[1] middlemarketgrowth.org
[1] txacg.org
[1] intergrowth.org
[1] acg.org

Top Domains in Tweet in G9:
[5] theleadleft.com
[2] squarespace.com

Top Domains in Tweet in G10:
[6] bdo.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[167] middlemarket
[54] privateequity
[35] mergers
[30] lowermiddlemarket
[29] acquisitions
[8] strategy
[7] wolsummit
[6] blockchain
[6] mna
[6] emergingtechnologies



Top Hashtags in Tweet in G1:
[46] middlemarket
[38] privateequity
[30] lowermiddlemarket
[30] mergers
[24] acquisitions
[7] wolsummit
[6] mna
[3] cohnreznick
[3] pe
[3] buyouts

Top Hashtags in Tweet in G2:
[36] middlemarket
[6] blockchain
[4] transformativeceo
[3] technology
[3] therealeconomy
[3] mmbi
[2] brexit
[1] inflation
[1] fashion
[1] digital

Top Hashtags in Tweet in G3:
[21] middlemarket
[9] privateequity
[6] privatecompany
[6] privatebanking
[3] fpg
[2] digital
[2] fpgadvisory
[2] investmentbanking
[2] gvppartners
[1] osmaniyepasif

Top Hashtags in Tweet in G4:
[5] middlemarket
[4] chambermember
[3] investment
[2] webinar
[2] equity
[1] happyfriday
[1] deals
[1] ig19
[1] priveateequity
[1] debt

Top Hashtags in Tweet in G5:
[6] emergingtechnologies
[6] bigdata
[5] middlemarket

Top Hashtags in Tweet in G6:
[7] middlemarket
[4] mergers
[4] acquisitions
[2] dealmakers
[2] middlemarketawards
[1] deals
[1] finance

Top Hashtags in Tweet in G7:
[6] middlemarket
[4] acgcentraltexas
[2] podcast
[2] privateequity
[1] successionplanning
[1] strategy
[1] dallas
[1] texas
[1] networking
[1] intergrowth2019

Top Hashtags in Tweet in G8:
[1] rsm
[1] lifeatrsm
[1] beyouatrsm
[1] middlemarket
[1] mmbi

Top Hashtags in Tweet in G9:
[7] middlemarket
[2] newsletters
[2] markets
[2] economy
[2] marketing
[1] finance
[1] banking
[1] financial
[1] debt
[1] banks

Top Hashtags in Tweet in G10:
[9] middlemarket

Top Words
Top Words in Tweet in Entire Graph:
[129] Words in Sentiment List#1: Positive
[54] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4214] Non-categorized Words
[4397] Total Words
[167] middlemarket
[59] privateequity
[48] 2019
[35] mergers
[30] lowermiddlemarket

Top Words in Tweet in G1:
[46] middlemarket
[43] privateequity
[30] lowermiddlemarket
[30] mergers
[24] acquisitions
[18] equity
[18] strut
[17] women
[17] private
[15] professional

Top Words in Tweet in G2:
[36] middlemarket
[24] rsmusllp
[12] 2019
[12] joebrusuelas
[9] chief
[9] economist
[8] facing
[8] companies
[7] supply
[6] 1

Top Words in Tweet in G3:
[21] middlemarket
[9] privateequity
[6] companies
[6] last
[6] decade
[6] even
[6] happen
[6] privatecompany
[6] privatebanking
[4] gt

Top Words in Tweet in G4:
[7] acgglobal
[5] middlemarket
[5] capitala_group
[4] congrats
[4] chambermember
[4] trirockclub
[4] being
[4] cover
[4] acg_mmg
[4] publication

Top Words in Tweet in G5:
[6] emergingtechnologies
[6] combined
[6] bigdata
[6] drivers
[5] learn
[5] middlemarket
[5] organizations
[5] 2019
[4] jasonwdowning
[4] breaks

Top Words in Tweet in G6:
[7] themiddlemarket
[7] middlemarket
[6] market
[5] m
[5] 2019
[4] mid
[4] mergers
[4] acquisitions
[2] seeks
[2] nominations

Top Words in Tweet in G7:
[6] middlemarket
[5] acgcentraltexas
[3] texas
[3] acg
[3] capital
[3] business
[2] episode
[2] growth
[2] conv
[2] podcast

Top Words in Tweet in G8:
[4] huge
[4] congratulations
[4] welcome
[4] interns
[4] associates
[4] starting
[4] week
[4] throughout
[3] mike_baron1
[2] future

Top Words in Tweet in G9:
[7] middlemarket
[6] january
[4] deal
[4] terms
[4] glance
[4] update
[4] spp
[4] capital
[4] partners
[2] debtrush

Top Words in Tweet in G10:
[9] middlemarket
[8] middle
[5] compensation
[4] being
[4] pays
[4] ceos
[4] pack
[4] experienced
[4] 6
[4] total

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] privateequity,middlemarket
[30] middlemarket,lowermiddlemarket
[30] lowermiddlemarket,mergers
[28] mergers,acquisitions
[16] private,equity
[15] equity,professional
[15] professional,privateequity
[14] middlemarket,privateequity
[13] hours,news
[13] news,private

Top Word Pairs in Tweet in G1:
[34] privateequity,middlemarket
[30] middlemarket,lowermiddlemarket
[30] lowermiddlemarket,mergers
[24] mergers,acquisitions
[16] private,equity
[15] equity,professional
[15] professional,privateequity
[13] hours,news
[13] news,private
[12] florida,strut

Top Word Pairs in Tweet in G2:
[9] chief,economist
[9] economist,joebrusuelas
[6] 1,issue
[6] issue,facing
[6] facing,middlemarket
[6] middlemarket,2019
[6] 2019,chief
[6] joebrusuelas,scoop
[6] scoop,watch
[5] rsmusllp,1

Top Word Pairs in Tweet in G3:
[7] middlemarket,privateequity
[6] last,decade
[6] decade,even
[6] even,happen
[6] happen,middlemarket
[6] privateequity,privatecompany
[6] privatecompany,privatebanking
[3] middlemarket,companies
[2] gt,gt
[2] fpg,fpgadvisory

Top Word Pairs in Tweet in G4:
[4] congrats,chambermember
[4] chambermember,trirockclub
[4] trirockclub,being
[4] being,cover
[4] cover,acg_mmg
[4] acg_mmg,publication
[4] publication,acgglobal
[4] acgglobal,covering
[3] check,out
[3] morrisvillenc,congrats

Top Word Pairs in Tweet in G5:
[6] emergingtechnologies,combined
[6] combined,bigdata
[6] bigdata,drivers
[5] learn,emergingtechnologies
[5] drivers,middlemarket
[5] middlemarket,organizations
[5] organizations,2019
[4] jasonwdowning,breaks
[4] breaks,down
[3] 2019,deloitte's

Top Word Pairs in Tweet in G6:
[4] mid,market
[4] themiddlemarket,mergers
[4] mergers,acquisitions
[4] acquisitions,middlemarket
[2] themiddlemarket,seeks
[2] seeks,nominations
[2] nominations,12th
[2] 12th,annual
[2] annual,m
[2] m,mid

Top Word Pairs in Tweet in G7:
[2] episode,middlemarket
[2] middlemarket,growth
[2] growth,conv
[2] conv,podcast
[2] podcast,shelby
[2] shelby,austin
[2] austin,managing
[2] managing,partner
[2] partner,omnia
[2] omnia,ai

Top Word Pairs in Tweet in G8:
[4] huge,congratulations
[4] congratulations,welcome
[4] welcome,interns
[4] interns,associates
[4] associates,starting
[4] starting,week
[4] week,throughout
[3] mike_baron1,huge
[2] throughout,montâ

Top Word Pairs in Tweet in G9:
[4] middlemarket,deal
[4] deal,terms
[4] terms,glance
[4] glance,january
[4] january,update
[4] update,spp
[4] spp,capital
[4] capital,partners
[2] debtrush,newsletter
[2] newsletter,january

Top Word Pairs in Tweet in G10:
[4] being,middle
[4] middle,middlemarket
[4] middlemarket,pays
[4] ceos,middle
[4] middle,pack
[4] pack,experienced
[4] experienced,6
[4] 6,total
[4] total,direct
[4] direct,pay

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@rsmusllp
@joebrusuelas
@pepromagazine
@acgglobal
@acgnyc
@themiddlemarket
@_pfingsten
@hollmanlockers
@trirockclub
@acg_mmg

Top Mentioned in G1:
@pepromagazine
@acgnyc
@_pfingsten
@bizhlp
@davidacharya
@acgphilly
@resilient_ent
@acgp
@citrincooperman
@theunionleague

Top Mentioned in G2:
@rsmusllp
@joebrusuelas
@hollmanlockers
@rsm_es
@iansanders
@rsmuk
@forbes
@rsm_global

Top Mentioned in G4:
@acgglobal
@trirockclub
@acg_mmg
@morrisvillenc
@capitala_group
@chickensoupsoul
@financialtimes
@fastcompany
@pei

Top Mentioned in G5:
@jasonwdowning
@deloitteba
@deloitteontech

Top Mentioned in G6:
@themiddlemarket
@sourcemediaco
@growthengineers

Top Mentioned in G7:
@acgcentraltexas
@deloittecanada
@txacgcapcon
@gruntstyle

Top Mentioned in G8:
@mike_baron1
@rsmusllp
@rsm_canada

Top Mentioned in G9:
@lpcloans
@theleadleft
@rushstr_capital

Top Mentioned in G10:
@bdo_usa_tax

Top Tweeters
Top Tweeters in Entire Graph:
@resilient_ent
@financialtimes
@fastcompany
@forbes
@karl_popp
@chriswill1337
@terzima
@juanmanfredi
@chrismarketing2
@dme_jun

Top Tweeters in G1:
@resilient_ent
@terzima
@e_nterdiscipl
@aminekorchimd
@acgphilly
@swbiintl
@acgnyc
@pepromagazine
@theunionleague
@citrincooperman

Top Tweeters in G2:
@forbes
@iansanders
@joebrusuelas
@rsmusllp
@rsm_es
@rsmuk
@recruiterkara
@rsm_global
@magmconsultor
@simonhartrsm

Top Tweeters in G3:
@karl_popp
@postrecession
@luisarbeltran
@gvppartners
@kevincrosby1
@cspencer_tax
@gtuck17
@cravenktc
@c_sather
@rlclarkson

Top Tweeters in G4:
@financialtimes
@fastcompany
@chickensoupsoul
@acgglobal
@acg_mmg
@morrisvillenc
@rhythmsystems
@trirockclub
@acg_toronto
@capitala_group

Top Tweeters in G5:
@deloitteus
@deloitteontech
@deloitteba
@benbarkers
@deloitteprivate
@jasonwdowning
@vic_katyal

Top Tweeters in G6:
@themiddlemarket
@capstonestrat
@growthengineers
@sourcemediaco
@henri_steenkamp
@sequarisfx

Top Tweeters in G7:
@gruntstyle
@deloittecanada
@acgcentraltexas
@kapilnarwal
@txacgcapcon

Top Tweeters in G8:
@mike_baron1
@rsm_canada
@mkt_nana
@rubens_king
@ashendricksonmn

Top Tweeters in G9:
@chriswill1337
@lpcloans
@rushstr_capital
@theleadleft

Top Tweeters in G10:
@bdo_usa_tax
@bdoglobal
@bdo_usa
@brendasleeper


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