FAQ | Problem?
Donate to the Social Media Research Foundation's NodeXL development fund

BostonInsider_2017-04-21_03-06-43.xlsx
BostonInsider_2017-04-21_03-06-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2017
Short Description:
BostonInsider via NodeXL http://bit.ly/2obo2wY
@bostoninsider
@conciergeboston
@heritage__park
@visitma
@fopg
@law1gloria
@universalhub

Description:
Description
The graph represents a network of 191 Twitter users whose tweets in the requested range contained "BostonInsider", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 April 2017 at 10:13 UTC.

The requested start date was Friday, 21 April 2017 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, 10-hour, 56-minute period from Friday, 07 April 2017 at 12:29 UTC to Thursday, 20 April 2017 at 23:26 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 : 191
Unique Edges : 357
Edges With Duplicates : 149
Total Edges : 506
Self-Loops : 50
Reciprocated Vertex Pair Ratio : 0.0238095238095238
Reciprocated Edge Ratio : 0.0465116279069767
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 184
Maximum Edges in a Connected Component : 500
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.48555
Graph Density : 0.0106640947919537
Modularity : 0.456534
NodeXL Version : 1.0.1.379

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[29] http://www.epicureantravelerblog.com/five-things-to-do-in-boston/?utm_content=buffer3595d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[15] https://bostonusa.jebbit.com/3LinJuQM?L=wo
[8] http://mel365.com/boston-one-day-photography-journey/
[7] http://mel365.com/boston-freedom-trail/
[5] http://www.mindfultravelbysara.com/en/2013/11/quincy-market-one-of-the-best-places-to-eat-in-boston.html
[4] http://friendsofthepublicgarden.org/join-donate/
[3] https://www.cambridgesciencefestival.org/
[3] http://boston.curbed.com/2017/4/7/15208612/everett-envision-hotel-boston-wynn-hotels
[3] http://www.bostonhospitalityindustry.com/2017/04/boston-pops-to-celebrate-john-williams.html
[3] https://twitter.com/bostoninsider/status/854400380041666562

Top URLs in Tweet in G1:
[13] https://bostonusa.jebbit.com/3LinJuQM?L=wo
[8] http://mel365.com/boston-one-day-photography-journey/
[7] http://mel365.com/boston-freedom-trail/
[2] https://www.bostonusa.com/restaurants/special-occasion-dining/easter/
[2] https://www.bostonusa.com/events/special-events/patriots-day/?utm_source=dmc&utm_medium=email&utm_content=FFsXQlkPX1ZwWlZTBF4WUwxeTANDUlNCUEEGGRtbCA%3D%3D&utm_campaign=2095:April
[2] Visitor
[2] Newsletter
[2] 2017
[1] https://twitter.com/i/web/status/852511725203193856
[1] https://www.bostonusa.com/school-vacation/

Top URLs in Tweet in G2:
[29] http://www.epicureantravelerblog.com/five-things-to-do-in-boston/?utm_content=buffer3595d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://www.mindfultravelbysara.com/en/2013/11/quincy-market-one-of-the-best-places-to-eat-in-boston.html
[1] https://twitter.com/i/web/status/850453130768654336
[1] https://twitter.com/i/web/status/851409500661743616
[1] https://twitter.com/i/web/status/852626114757439488

Top URLs in Tweet in G3:
[3] http://www.bostonhospitalityindustry.com/2017/04/boston-pops-to-celebrate-john-williams.html
[3] http://boston.curbed.com/2017/4/7/15208612/everett-envision-hotel-boston-wynn-hotels
[3] https://www.cambridgesciencefestival.org/
[1] https://twitter.com/i/web/status/854824790103818241

Top URLs in Tweet in G4:
[1] https://twitter.com/bostoninsider/status/854007573779009537
[1] https://twitter.com/i/web/status/852919068185292802

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/850369879739912192

Top URLs in Tweet in G6:
[3] http://friendsofthepublicgarden.org/join-donate/
[3] https://twitter.com/bostoninsider/status/854400380041666562
[2] https://bostonusa.jebbit.com/3LinJuQM?L=wo
[1] https://twitter.com/BostonInsider/status/854400380041666562

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/851051877252943872

Top URLs in Tweet in G8:
[1] https://www.orbitz.com/blog/2017/03/great-nature-detours-near-12-u-s-cities/?BRANDCID=ORBITZ-US.SOCIAL.TWITTER.SOCIAL-BLOG-ORGANIC.GENERIC
[1] https://twitter.com/i/web/status/850868382874382336

Top URLs in Tweet in G9:
[1] https://twitter.com/bostoninsider/status/849968668062646272
[1] https://twitter.com/BostonInsider/status/851421600645820416
[1] https://twodrifters.us/blog/romantic-boston-getaway.html?utm_content=buffer899a6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/853364816475500547

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/851937068930478080

Top Domains
Top Domains in Tweet in Entire Graph:
[30] epicureantravelerblog.com
[25] twitter.com
[15] mel365.com
[15] jebbit.com
[6] bostonusa.com
[5] mindfultravelbysara.com
[4] friendsofthepublicgarden.org
[3] cambridgesciencefestival.org
[3] curbed.com
[3] bostonhospitalityindustry.com

Top Domains in Tweet in G1:
[15] mel365.com
[13] jebbit.com
[6] twitter.com
[6] bostonusa.com
[1] friendsofthepublicgarden.org
[1] marriott.com
[1] eventbrite.com
[1] epicureantravelerblog.com
[1] joannvitali.com
[1] travelmindset.com

Top Domains in Tweet in G2:
[29] epicureantravelerblog.com
[5] mindfultravelbysara.com
[3] twitter.com

Top Domains in Tweet in G3:
[3] bostonhospitalityindustry.com
[3] curbed.com
[3] cambridgesciencefestival.org
[1] twitter.com

Top Domains in Tweet in G4:
[2] twitter.com

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

Top Domains in Tweet in G6:
[4] twitter.com
[3] friendsofthepublicgarden.org
[2] jebbit.com

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

Top Domains in Tweet in G8:
[1] orbitz.com
[1] twitter.com

Top Domains in Tweet in G9:
[3] twitter.com
[1] twodrifters.us

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[64] bostonusa
[17] photography
[16] travel
[9] beboston
[7] newmembermonday
[6] boston2017
[5] oneboston
[5] fortpoint
[5] bostonmarathon
[5] redsox

Top Hashtags in Tweet in G1:
[33] bostonusa
[17] photography
[15] travel
[7] newmembermonday
[5] beboston
[5] redsox
[5] oneboston
[5] fortpoint
[4] runboston
[3] boston2017

Top Hashtags in Tweet in G2:
[29] bostonusa
[2] bostonmarathon
[1] beboston

Top Hashtags in Tweet in G3:
[1] beboston
[1] bostonmarathon

Top Hashtags in Tweet in G4:
[3] boston2017
[2] beboston
[1] ucla
[1] bostonmarathon

Top Hashtags in Tweet in G5:
[2] eatlocal
[2] drinklocal
[2] baseball
[2] mlb
[2] aag2017

Top Hashtags in Tweet in G6:
[3] bostoncommon
[3] publicgarden
[3] commavemall

Top Hashtags in Tweet in G7:
[2] bostonusa
[1] boston
[1] massachusetts

Top Hashtags in Tweet in G9:
[1] travel
[1] couplestravel

Top Hashtags in Tweet in G10:
[1] traveltuesday

Top Words
Top Words in Tweet in Entire Graph:
[152] Words in Sentiment List#1: Positive
[8] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3188] Non-categorized Words
[3348] Total Words
[163] bostoninsider
[71] photo
[67] bostonusa
[45] boston
[40] visitma

Top Words in Tweet in G1:
[100] bostoninsider
[70] photo
[36] boston
[34] bostonusa
[26] good
[25] morning
[24] day
[18] photography
[18] today
[17] night

Top Words in Tweet in G2:
[40] bostoninsider
[36] visitma
[29] essential
[29] bostonusa
[29] five
[29] things
[29] during
[29] first
[29] visit
[28] epctraveler

Top Words in Tweet in G3:
[8] bostoninsider
[7] conciergeboston
[6] today
[6] universalhub
[5] theurbanologist
[3] thebostonpops
[3] celebrates
[3] john
[3] williams
[3] tonight

Top Words in Tweet in G4:
[7] 2
[6] women's
[5] men's
[4] race
[4] push
[4] rim
[4] runmeb
[4] bostonmarathon
[3] boston2017
[3] both

Top Words in Tweet in G5:
[5] bostoninsider
[3] loved
[2] poutine
[2] saus_boston
[2] paired
[2] jacksabby
[2] house
[2] lager
[2] eatlocal
[2] drinklocal

Top Words in Tweet in G6:
[6] join
[5] fopg
[4] april
[3] today
[3] help
[3] boston's
[3] historic
[3] parks
[3] bostoncommon
[3] publicgarden

Top Words in Tweet in G7:
[2] bostoninsider
[2] bostonusa
[2] bostonglobe

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[30] essential,bostonusa
[30] bostonusa,five
[30] five,things
[30] things,during
[30] during,first
[30] first,visit
[30] bostoninsider,visitma
[29] visit,bostoninsider
[27] epctraveler,essential
[23] morning,bostonusa

Top Word Pairs in Tweet in G1:
[22] morning,bostonusa
[22] bostonusa,photo
[20] good,morning
[18] bostoninsider,good
[16] travel,photography
[15] bostoninsider,travel
[10] night,photo
[8] one,day
[8] day,boston
[8] boston,aussie

Top Word Pairs in Tweet in G2:
[29] essential,bostonusa
[29] bostonusa,five
[29] five,things
[29] things,during
[29] during,first
[29] first,visit
[29] bostoninsider,visitma
[28] visit,bostoninsider
[27] epctraveler,essential
[8] artweekboston,artsinboston

Top Word Pairs in Tweet in G3:
[3] thebostonpops,celebrates
[3] celebrates,john
[3] john,williams
[3] williams,tonight
[3] tonight,fortpointer
[3] fortpointer,opusaffair
[3] opusaffair,bostoninsider
[3] new,hotel
[3] hotel,opens
[3] opens,today

Top Word Pairs in Tweet in G4:
[4] push,rim
[3] women's,push
[2] official,results
[2] race,1st
[2] geoffrey,kirui
[2] 2,09
[2] manuela,schar
[2] new,course
[2] course,record
[2] swept,both

Top Word Pairs in Tweet in G5:
[2] loved,poutine
[2] poutine,saus_boston
[2] saus_boston,paired
[2] paired,jacksabby
[2] jacksabby,house
[2] house,lager
[2] lager,bostoninsider
[2] bostoninsider,eatlocal
[2] eatlocal,drinklocal
[2] amazing,see

Top Word Pairs in Tweet in G6:
[4] fopg,join
[3] join,today
[3] today,help
[3] help,boston's
[3] boston's,historic
[3] historic,parks
[3] parks,bostoncommon
[3] bostoncommon,publicgarden
[3] publicgarden,commavemall
[3] join,april

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@bostoninsider
@visitma
@epctraveler
@bostonmarathon
@faneuilhall
@mel365dotcom
@criboston
@hellogreenway
@artweekboston
@artsinboston

Top Mentioned in G1:
@bostoninsider
@bostonmarathon
@mel365dotcom
@criboston
@yupfrank
@citytapboston
@fopg
@kiplagatedna
@bospublicmarket
@runmeb

Top Mentioned in G2:
@bostoninsider
@visitma
@epctraveler
@faneuilhall
@hellogreenway
@artweekboston
@artsinboston
@northendboston
@mfaboston
@heritage__park

Top Mentioned in G3:
@bostoninsider
@conciergeboston
@universalhub
@theurbanologist
@thebostonpops
@fortpointer
@opusaffair
@wynnbostonh
@cambscifest
@cambridgeusa

Top Mentioned in G4:
@runmeb
@bostonmarathon
@kiplagatedna
@bostoninsider
@g_rupp
@sugurusako
@ernstvandyk
@mutaimanu
@jordanhasay
@10am

Top Mentioned in G5:
@bostoninsider
@saus_boston
@jacksabby
@northeastern
@geosteven
@jfklibrary

Top Mentioned in G6:
@fopg
@bostoninsider

Top Mentioned in G7:
@bostonglobe
@wcvb
@bostondotcom
@bostoninsider

Top Mentioned in G8:
@washingtondc
@nycgo
@visitphilly

Top Mentioned in G10:
@bostoninsider
@visittheusa

Top Tweeters
Top Tweeters in Entire Graph:
@law1gloria
@k009034
@exploretravel1
@wcvb
@shirfire218
@bostonglobe
@joannvitali
@bootsieboutique
@bostondotcom
@universalhub

Top Tweeters in G1:
@k009034
@exploretravel1
@shirfire218
@joannvitali
@bootsieboutique
@dwsmyluckycharm
@mark_15_11
@1mikeyob
@thefuzzylobster
@soca2k2

Top Tweeters in G2:
@frugalfoodiemom
@missionbasedma
@mindfultravel_
@zagush
@itsahero
@piccavey
@pverbeeck2
@luxurycolumnist
@travelersluxury
@caromille807

Top Tweeters in G3:
@universalhub
@emmie12750
@hubspot
@conciergeboston
@theurbanologist
@fa
@bostonchamber
@shonakeir
@mit
@catgoats

Top Tweeters in G4:
@10am
@lisayoung01
@runmeb
@jordanhasay
@bostonmarathon
@loveeatlaugh
@mimisegelnecn
@ernstvandyk
@bostonmedic2
@sugurusako

Top Tweeters in G5:
@northeastern
@jfklibrary
@jpbrasher
@geosteven
@jacksabby
@saus_boston
@joshpahigian

Top Tweeters in G6:
@sjfotos
@dee_marketing
@fopg
@fpna_boston
@valerieburns2
@c4tgbml7xhsdznk

Top Tweeters in G7:
@law1gloria
@wcvb
@bostonglobe
@bostondotcom

Top Tweeters in G8:
@visitphilly
@washingtondc
@orbitz
@nycgo

Top Tweeters in G9:
@twodriftersxo
@emilypmarshall
@amerigotour

Top Tweeters in G10:
@visittheusa
@travelguidemx