#middlemarket, Twitter, 3/14/2019 7:02:52 AM, 190338


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#middlemarket_2019-03-14_00-00-01.xlsx
#middlemarket_2019-03-14_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2019
Short Description:
#middlemarket via NodeXL http://bit.ly/2EYXN2v
@rsmusllp
@terzima
@acgcentraltexas
@acgglobal
@nashvillebiz
@sandina
@butcherjosephco
@txacgcapcon
@rsmuk
@pitchbook

Top hashtags:
#middlemarket
#manda
#brexit
#mergers
#pe
#acquisitions
#privateequity

Description:
Description
The graph represents a network of 174 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 Thursday, 14 March 2019 at 07:00 UTC.

The requested start date was Thursday, 14 March 2019 at 00:01 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, 15-hour, 33-minute period from Thursday, 28 February 2019 at 00:31 UTC to Wednesday, 13 March 2019 at 16:04 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 : 174
Unique Edges : 206
Edges With Duplicates : 136
Total Edges : 342
Number of Edge Types : 3
Mentions : 249
Tweet : 92
Replies to : 1
Self-Loops : 92
Reciprocated Vertex Pair Ratio : 0.0295566502463054
Reciprocated Edge Ratio : 0.0574162679425837
Connected Components : 38
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 84
Maximum Edges in a Connected Component : 197
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.468512
Graph Density : 0.00694306026177663
Modularity : 0.572757
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] http://www.themiddlemarket.com/news/m-a-wrap-gi-partners-blackstone-apollo-kpmg-lincoln-platinum-equity?utm_campaign=themiddlemarket-tw&utm_source=twitter&utm_content=socialflow&utm_medium=social
[8] http://www.themiddlemarket.com/news/m-a-wrap-genstar-drillinginfo-cortex-ge-platinum-piper-jaffray?utm_content=socialflow&utm_campaign=themiddlemarket-tw&utm_medium=social&utm_source=twitter
[6] Mid-Market
[6] Chicago
[6] Programming
[4] https://www.bdo.com/thought-leadership/digital-transformation-survey?utm_medium=Social&utm_source=Twitter&utm_campaign=DigitalTransformation
[4] https://rsm.us/2H8egEb
[3] https://www.chicagolandchamber.org/News/TabId/112/ArtMID/674/ArticleID/7438/Chicagoland-Chamber-Releases-2019-Mid-Market-Chicago-Programming-Agenda.aspx?utm_term=click
[3] here&utm_campaign=2019
[3] Agenda&utm_content=email&utm_source=Act-On+Software&utm_medium=email&cm_mmc=Act-On

Top URLs in Tweet in G1:
[2] https://www.acg.org/philadelphia/events/saas-and-tech-enabled-services-industry-conference?platform=hootsuite
[1] http://txacg.org/
[1] http://intergrowth.org/?utm_source=ACG&utm_medium=social
[1] media&utm_campaign=IG2019_Attendee_Chapters
[1] https://www.acg.org/centraltexas/events/acg-san-antonio-32619-dale-tremblay-president-ceo-c-h-guenther-son
[1] https://www.acg.org/news-trends/news/dhg-joins-acg-official-sponsor-growth
[1] https://www.acg.org/news-trends/news/acg-partners-pitchbook-european-pe-middle-market-report
[1] https://www.acg.org/denver/events/rocky-mountain-corporate-growth-conference/preliminary-schedule/closing-keynote-alex-honnold-professional-adventure-rock-climber-and-subject-film-free-solo
[1] https://www.bizjournals.com/nashville/news/2019/03/04/addressing-the-no-1-issue-facing-middle-market.html
[1] https://www.flipsnack.com/Blumenfeld/acg-ny-2018-annual-pe-in-review.html

Top URLs in Tweet in G2:
[4] https://rsm.us/2H8egEb
[2] https://www.youtube.com/watch?v=YcBB6I0S2-U&list=PLmt_TWDOjFCHh4TOCV2Jk33ySQLGxuiBX&index=2&utm_campaign=2019+Brexit+%2B+MMBI+Videos&utm_medium=bitly&utm_source=Twitter

[2] https://www.rsm.es/en/oracle-netsuite-reconoce-a-rsm-spain-como-best-performing-netsuite-partner-2018-en-espana/
[2] https://rsm.us/2tRUYuE
[1] https://rsmus.com/our-insights/middle-market-transformative-ceo-show/a-conversation-with-scott-deviney-chicken-salad-chick.html?cmpid=soc:twcpr0219-ceo-radio-show-promotion-episode-9:dj01&utm_campaign=02-2019+CEO+Radio+Show&utm_medium=bitly&utm_source=Twitter
[1] https://twitter.com/i/web/status/1101548845241122816
[1] https://www.youtube.com/watch?v=PIR_TZCjPnA&list=PLmt_TWDOjFCFCahnBgd9QpskmhruwKmzn&index=3&utm_campaign=2019+Economic+Outlook+Videos&utm_medium=bitly&utm_source=Twitter

[1] https://twitter.com/i/web/status/1105803067151261701
[1] https://twitter.com/rsmusllp/status/1103100421936164866
[1] https://twitter.com/i/web/status/1101614062880862208

Top URLs in Tweet in G3:
[3] http://www.themiddlemarket.com/news/m-a-wrap-genstar-drillinginfo-cortex-ge-platinum-piper-jaffray?utm_content=socialflow&utm_campaign=themiddlemarket-tw&utm_medium=social&utm_source=twitter
[1] https://myemail.constantcontact.com/New-Offerings---Watson-Glaser-Critical-Thinking-Appraisal-and-Hogan-Business-Reasoning-Inventory.html?soid=1119497411145&aid=2qWU1Aw-Dvw
[1] https://twitter.com/i/web/status/1101311946475913223
[1] https://twitter.com/i/web/status/1101457318523359234
[1] https://twitter.com/i/web/status/1101479954431254528
[1] https://lnkd.in/eEAgcDv
[1] https://goo.gl/Prgidz
[1] https://www.instagram.com/p/BunP9YIAaU5/?utm_source=ig_twitter_share&igshid=1dqvrrog6z31l
[1] https://www.bdblaw.com/how-to-find-and-keep-talent-in-a-highly-competitive-market/
[1] https://twitter.com/i/web/status/1100948301900337154

Top URLs in Tweet in G4:
[2] http://www.bdo.my/en-gb/insights/publications/bdo-horizons-2019-issue-1
[1] https://twitter.com/i/web/status/1100819656049414145
[1] https://twitter.com/i/web/status/1101187738387267589
[1] https://twitter.com/i/web/status/1101185303354753025
[1] https://www.capitalagroup.com/team
[1] https://twitter.com/i/web/status/1104986121501470720
[1] https://twitter.com/i/web/status/1101237802220556288

Top URLs in Tweet in G5:
[9] http://www.themiddlemarket.com/news/m-a-wrap-gi-partners-blackstone-apollo-kpmg-lincoln-platinum-equity?utm_campaign=themiddlemarket-tw&utm_source=twitter&utm_content=socialflow&utm_medium=social
[5] http://www.themiddlemarket.com/news/m-a-wrap-genstar-drillinginfo-cortex-ge-platinum-piper-jaffray?utm_content=socialflow&utm_campaign=themiddlemarket-tw&utm_medium=social&utm_source=twitter
[1] https://www.themiddlemarket.com/list/top-investment-banks-kpmg-houlihan-lokey-goldman-sachs-william-blair-lincoln-and-more?brief=0000015a-289d-d09d-a7fe-ee9f58b00000&utm_content=socialflow&utm_campaign=themiddlemarket-tw&utm_source=twitter&utm_medium=social
[1] http://go.butcherjoseph.com/l/682933/2019-03-04/xzw/76
[1] http://go.butcherjoseph.com/l/682933/2019-03-07/21x3/154

Top URLs in Tweet in G6:
[2] https://www.middlemarketcenter.org/research-reports/power-of-culture
[1] https://twitter.com/i/web/status/1105862272763744258
[1] https://twitter.com/i/web/status/1101089806107508742
[1] https://twitter.com/i/web/status/1101280907745476609
[1] https://twitter.com/i/web/status/1101644551230554114
[1] https://www.middlemarketcenter.org/expert-perspectives/navigating-complexity-and-engaging-your-talent
[1] https://www.middlemarketcenter.org/research-reports/middle-market-retail-digitalization
[1] https://www.middlemarketcenter.org/expert-perspectives/drive-execution-and-strategic-initiatives-with-annual-planning
[1] https://www.middlemarketcenter.org/expert-perspectives/why-dont-middle-market-companies-trade-internationally
[1] https://twitter.com/i/web/status/1104514715764563968

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1105567212952346624
[1] https://twitter.com/i/web/status/1105573401039642628

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1105448805447725057
[1] https://twitter.com/i/web/status/1101442029396070400
[1] https://twitter.com/i/web/status/1105420906946592768

Top URLs in Tweet in G9:
[6] Mid-Market
[6] Chicago
[6] Programming
[3] https://www.chicagolandchamber.org/News/TabId/112/ArtMID/674/ArticleID/7438/Chicagoland-Chamber-Releases-2019-Mid-Market-Chicago-Programming-Agenda.aspx?utm_term=click
[3] here&utm_campaign=2019
[3] Agenda&utm_content=email&utm_source=Act-On+Software&utm_medium=email&cm_mmc=Act-On
[3] Software-_-email-_-2019
[3] Agenda-_-click
[3] here
[2] https://www.bdo.com/thought-leadership/digital-transformation-survey?utm_medium=Social&utm_source=Twitter&utm_campaign=DigitalTransformation

Top URLs in Tweet in G10:
[1] http://view.ceros.com/thestreet/middlemarket-1/p/1

Top Domains
Top Domains in Tweet in Entire Graph:
[38] twitter.com
[20] themiddlemarket.com
[13] constantcontact.com
[7] acg.org
[7] rsm.us
[6] middlemarketcenter.org
[5] lnkd.in
[5] rsmcanada.com
[4] bdo.com
[3] chicagolandchamber.org

Top Domains in Tweet in G1:
[7] acg.org
[1] txacg.org
[1] intergrowth.org
[1] bizjournals.com
[1] flipsnack.com
[1] twitter.com

Top Domains in Tweet in G2:
[7] rsm.us
[4] twitter.com
[3] youtube.com
[2] rsm.es
[1] rsmus.com

Top Domains in Tweet in G3:
[13] constantcontact.com
[10] twitter.com
[5] themiddlemarket.com
[1] lnkd.in
[1] goo.gl
[1] instagram.com
[1] bdblaw.com
[1] yelp.com
[1] bdo.com

Top Domains in Tweet in G4:
[5] twitter.com
[2] bdo.my
[1] capitalagroup.com

Top Domains in Tweet in G5:
[15] themiddlemarket.com
[2] butcherjoseph.com

Top Domains in Tweet in G6:
[6] twitter.com
[6] middlemarketcenter.org
[1] radian6.com

Top Domains in Tweet in G7:
[2] twitter.com

Top Domains in Tweet in G8:
[3] twitter.com

Top Domains in Tweet in G9:
[3] chicagolandchamber.org
[3] twitter.com
[2] bdo.com

Top Domains in Tweet in G10:
[1] ceros.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[170] middlemarket
[26] manda
[22] brexit
[21] mergers
[19] pe
[18] acquisitions
[16] privateequity
[14] lowermiddlemarket
[9] investmentbanking
[8] fundraising



Top Hashtags in Tweet in G1:
[14] middlemarket
[6] privateequity
[4] mna
[3] acgcentraltexas
[3] saas
[2] intergrowth
[2] intergrowth2019
[1] networking
[1] ceos
[1] ceo

Top Hashtags in Tweet in G2:
[37] middlemarket
[22] brexit
[4] supplychains
[4] labor
[4] vat
[3] therealeconomy
[2] rsmspain
[2] netsuite
[1] transformativeceo
[1] rsm

Top Hashtags in Tweet in G3:
[34] middlemarket
[16] mergers
[14] lowermiddlemarket
[13] acquisitions
[11] manda
[5] investmentbanking
[4] privateequity
[4] pe
[3] mergersandacquisitions
[3] fundraising

Top Hashtags in Tweet in G4:
[12] middlemarket
[4] privateequity
[3] mergersandacquisitions
[2] compliance
[2] dallas
[2] acg
[2] healthcare
[2] capitalacrew
[2] racetime
[2] bdc

Top Hashtags in Tweet in G5:
[18] middlemarket
[14] manda
[14] pe
[5] fundraising
[2] investmentbanks

Top Hashtags in Tweet in G6:
[8] middlemarket
[5] innovation
[3] ncmm
[2] growth
[2] culture
[1] retail
[1] middlemarketgrowth

Top Hashtags in Tweet in G7:
[6] middlemarket
[4] tcbtalks
[1] rsm
[1] growth

Top Hashtags in Tweet in G9:
[9] middlemarket
[3] naperville
[2] digitaltransformation
[1] collierschicago
[1] colliersinternational
[1] sponsorship

Top Hashtags in Tweet in G10:
[1] middlemarket
[1] activism
[1] privateequity
[1] restructuring
[1] manda

Top Words
Top Words in Tweet in Entire Graph:
[154] Words in Sentiment List#1: Positive
[56] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4778] Non-categorized Words
[4988] Total Words
[170] middlemarket
[38] brexit
[34] market
[30] middle
[29] s

Top Words in Tweet in G1:
[14] middlemarket
[8] acg
[7] acgcentraltexas
[6] privateequity
[6] acgchicago
[5] pitchbook
[5] register
[5] today
[5] acgphilly
[5] acgnyc

Top Words in Tweet in G2:
[38] brexit
[37] middlemarket
[21] ceo
[19] rsmuk
[19] businesses
[18] david
[18] gwilliam
[18] outlines
[18] potential
[18] scenarios

Top Words in Tweet in G3:
[34] middlemarket
[17] privateequity
[16] mergers
[14] lowermiddlemarket
[13] acquisitions
[11] manda
[7] middle
[7] market
[6] today
[6] news

Top Words in Tweet in G4:
[12] middlemarket
[8] capitala_group
[7] tomorrow
[7] capitala
[7] up
[6] reach
[6] joe
[5] set
[5] horizons
[4] conference

Top Words in Tweet in G5:
[18] middlemarket
[14] manda
[14] wrap
[14] pe
[14] firm
[9] blackstone
[9] buys
[9] minority
[9] stake
[9] gi

Top Words in Tweet in G6:
[12] midmarketcenter
[12] culture
[8] middlemarket
[7] business
[6] think
[6] innovation
[6] best
[5] common
[5] mistakes
[5] single

Top Words in Tweet in G7:
[6] middlemarket
[4] people
[4] tcbtalks
[4] faribaultmill
[3] ceo
[3] tom
[3] kileen
[3] important
[2] hillcapitalmn
[2] president

Top Words in Tweet in G8:
[5] socio
[4] cre100does
[3] davsamu
[3] ey_parthenon
[3] reflexión
[3] estructura
[3] secuencia
[3] lógica
[3] partiendo
[2] ponemos

Top Words in Tweet in G9:
[9] middlemarket
[9] 4
[7] 2019
[7] program
[7] market
[6] announced
[6] full
[6] agenda
[6] unveil
[6] mid

Top Words in Tweet in G10:
[16] awards
[8] shortlist
[8] deal
[8] middle
[8] market
[8] live
[8] check
[8] out
[8] firms
[8] individuals

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] middle,market
[20] middlemarket,businesses
[19] privateequity,middlemarket
[18] mergers,acquisitions
[18] manda,wrap
[18] middlemarket,pe
[18] pe,firm
[18] david,gwilliam
[18] gwilliam,ceo
[18] ceo,rsmuk

Top Word Pairs in Tweet in G1:
[4] register,today
[4] today,save
[4] save,200
[4] 200,acgchicago
[4] acgchicago,acgphilly
[4] acgphilly,acgnyc
[4] acgnyc,acgboston
[4] acgboston,acgcentraltexas
[4] acgcentraltexas,acgedmonton
[4] acgedmonton,acgorlando

Top Word Pairs in Tweet in G2:
[19] middlemarket,businesses
[18] david,gwilliam
[18] gwilliam,ceo
[18] ceo,rsmuk
[18] rsmuk,outlines
[18] outlines,potential
[18] potential,brexit
[18] brexit,scenarios
[16] brexit,coming
[16] businesses,need

Top Word Pairs in Tweet in G3:
[15] privateequity,middlemarket
[14] middlemarket,lowermiddlemarket
[14] lowermiddlemarket,mergers
[13] mergers,acquisitions
[7] middle,market
[5] manda,karl_popp
[4] news,missed
[4] missed,today
[4] today,privateequity
[4] private,equity

Top Word Pairs in Tweet in G4:
[5] set,up
[4] joe,gaskins
[4] glenn,flinn
[4] reach,out
[3] kelly,stotler
[3] out,set
[3] up,meeting
[3] welcome,rsmusllp
[3] rsmusllp,latest
[3] latest,partner

Top Word Pairs in Tweet in G5:
[14] manda,wrap
[14] middlemarket,pe
[14] pe,firm
[9] wrap,blackstone
[9] blackstone,buys
[9] buys,minority
[9] minority,stake
[9] stake,middlemarket
[9] firm,gi
[9] gi,partners

Top Word Pairs in Tweet in G6:
[6] think,innovation
[5] common,mistakes
[5] mistakes,business
[5] business,think
[5] innovation,single
[5] single,department
[5] department,such
[5] such,r
[5] r,d
[5] d,according

Top Word Pairs in Tweet in G7:
[4] tcbtalks,middlemarket
[3] tom,kileen
[2] faribaultmill,ceo
[2] ceo,tom
[2] people,important
[2] important,faribaultmill
[2] tcbmag,middlemarket
[2] middlemarket,forum

Top Word Pairs in Tweet in G8:
[3] davsamu,socio
[3] socio,ey_parthenon
[3] ey_parthenon,reflexión
[3] reflexión,estructura
[3] estructura,secuencia
[3] secuencia,lógica
[3] lógica,partiendo
[2] ponemos,trabajar
[2] trabajar,nuestras
[2] nuestras,empresas

Top Word Pairs in Tweet in G9:
[6] announced,full
[6] full,2019
[6] 2019,middlemarket
[6] middlemarket,program
[6] program,agenda
[6] agenda,unveil
[6] unveil,mid
[6] mid,market
[6] market,survey
[6] survey,results

Top Word Pairs in Tweet in G10:
[8] shortlist,deal
[8] deal,awards
[8] awards,middle
[8] middle,market
[8] market,live
[8] live,check
[8] check,out
[8] out,firms
[8] firms,individuals
[8] individuals,up

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@rsmusllp
@rsmuk
@midmarketcenter
@blackstone
@joebrusuelas
@capitala_group
@thedealnewsroom
@acgcentraltexas
@acgchicago
@acgphilly

Top Mentioned in G1:
@acgchicago
@acgphilly
@acgnyc
@acgglobal
@acgboston
@acgcentraltexas
@acgedmonton
@acgorlando
@pitchbook

Top Mentioned in G2:
@rsmuk
@rsmusllp
@joebrusuelas
@chickensaladchi
@jo
@bondgp007
@james_rsm
@simonhartrsm
@marcobettosi
@j

Top Mentioned in G3:
@optimumadvisors

Top Mentioned in G4:
@capitala_group
@txacgcapcon
@rsmusllp
@yjpnyc
@ind_ex2019
@bdomalaysia1
@richwheelahan
@acgconnecticut

Top Mentioned in G5:
@blackstone
@themiddlemarket
@harriswilliams
@nashvillebiz
@kpmg
@houlihanlokey
@butcherjosephco
@nash

Top Mentioned in G6:
@midmarketcenter
@stratandbiz
@chubb

Top Mentioned in G7:
@faribaultmill
@hillcapitalmn
@tcbmag
@acgminnesota
@traciauger
@briggsandmorgan
@donohuepatricke
@rsmusllp

Top Mentioned in G8:
@cre100does
@davsamu
@ey_parthenon
@ricardoferrerob
@cognodata
@juanlaroca

Top Mentioned in G9:
@bdo_usa
@aon_plc
@bmoharrisbank
@dla_piper
@colliers
@chicagolandcmbr

Top Mentioned in G10:
@thedealnewsroom

Top Tweeters
Top Tweeters in Entire Graph:
@resilient_ent
@reuters
@karl_popp
@santchiweb
@stevecassady
@terzima
@legacyinsgrp1
@ggheorghiu
@nashvillebiz
@ingeniouschi

Top Tweeters in G1:
@resilient_ent
@pitchbook
@forex4news
@acgglobal
@camelendes
@acgphilly
@plantemoran
@acgnyc
@marciainmotion
@alexhonnold

Top Tweeters in G2:
@stevecassady
@joebrusuelas
@rsmusllp
@rsm_es
@tick_tax
@rsmuk
@marcobettosi
@bondgp007
@stuartwmcc
@chickensaladchi

Top Tweeters in G3:
@karl_popp
@legacyinsgrp1
@swimoutdaily
@chrislehnes
@bnppam_com
@bdo_usa_tax
@blankromellp
@snewtonscott
@youngamericacap
@pepromagazine

Top Tweeters in G4:
@terzima
@ggheorghiu
@acgconnecticut
@yjpnyc
@bdomalaysia1
@richwheelahan
@capitala_group
@ind_ex2019
@txacgcapcon
@stevearnall

Top Tweeters in G5:
@nashvillebiz
@themiddlemarket
@elitedevgroup
@kpmg
@harriswilliams
@john_tyreman
@trobackwandm
@nash
@blackstone
@butcherjosephco

Top Tweeters in G6:
@ingeniouschi
@stratandbiz
@midmarketcenter
@chuckleddy
@sell2smbiz
@chubb
@thomasastewart
@hollycrilly
@jjfondrevay

Top Tweeters in G7:
@tcbmag
@sandina
@traciauger
@acgminnesota
@donohuepatricke
@faribaultmill
@briggsandmorgan
@hillcapitalmn

Top Tweeters in G8:
@cre100does
@javiervello
@vanesamchamorro
@ey_parthenon
@juanlaroca
@cognodata
@davsamu
@ricardoferrerob

Top Tweeters in G9:
@chicagolandcmbr
@colliers
@dla_piper
@bmoharrisbank
@aon_plc
@bdo_usa
@collierschicago
@thejoeymak

Top Tweeters in G10:
@thedealnewsroom
@_davidelman
@rorol
@lisa_botter
@tomterrarosa
@dhivsv
@agarfinks
@armiemlee