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#HUBweek Twitter NodeXL SNA Map and Report for Thursday, 14 September 2017 at 14:18 UTC
#HUBweek Twitter NodeXL SNA Map and Report for Thursday, 14 September 2017 at 14:18 UTC
From:
marc_smith
Uploaded on:
September 14, 2017
Short Description:
#HUBweek via NodeXL http://bit.ly/2eYwNDu
@hubweek
@mit
@leoniebradbury
@gladwell
@harvard
@massrobotics
@ryanoferguson
@simone_s_paris

Description:
Description
The graph represents a network of 317 Twitter users whose recent tweets contained "#HUBweek", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 14 September 2017 at 14:19 UTC.

The tweets in the network were tweeted over the 8-day, 23-hour, 48-minute period from Tuesday, 05 September 2017 at 14:29 UTC to Thursday, 14 September 2017 at 14:18 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 : 317
Unique Edges : 485
Edges With Duplicates : 129
Total Edges : 614
Number of Edge Types : 3
Mentions : 489
Tweet : 104
Replies to : 21
Self-Loops : 104
Reciprocated Vertex Pair Ratio : 0.0548926014319809
Reciprocated Edge Ratio : 0.104072398190045
Connected Components : 44
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 242
Maximum Edges in a Connected Component : 525
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.82249
Graph Density : 0.00441241065367568
Modularity : 0.539445
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://hubweek.org/
[6] http://bit.ly/2vWjM44
[6] https://hubweek.org/events/inside-the-brigham-innovation-in-action/
[3] https://hubweek.swoogo.com/tickets
[3] https://medium.com/@HUBweek/5-ways-to-engage-at-hubweek-2017-d2f1408d41f2?utm_content=59935815&utm_medium=social&utm_source=twitter
[3] https://twitter.com/i/web/status/908317913639141377
[2] https://twitter.com/ArtsinBoston/status/908323647349288960
[2] https://medium.com/@HUBweek/over-1m-to-be-awarded-at-hubweek-ad873e4c7c2e?utm_content=60318548&utm_medium=social&utm_source=twitter
[2] https://hubweek.org/events/future-forum-saving-as-many-lives-as-penicllin/
[2] https://twitter.com/HUBweek/status/897902213548449792

Top URLs in Tweet in G1:
[6] http://bit.ly/2vWjM44
[4] https://hubweek.org/
[3] https://medium.com/@HUBweek/5-ways-to-engage-at-hubweek-2017-d2f1408d41f2?utm_content=59935815&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/web/status/908318507653324800
[1] https://twitter.com/i/web/status/901460132109975552
[1] https://medium.com/@HUBweek/what-will-you-be-doing-exactly-1-month-from-now-cf51c83ca16?utm_content=60319447&utm_medium=social&utm_source=twitter
[1] https://twitter.com/shinyclairefc/status/908321126803230720
[1] https://twitter.com/i/web/status/908321689200730112
[1] https://twitter.com/i/web/status/908322339212939269
[1] https://hubweek.org/program/spoke-events/?utm_content=60322560&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G2:
[2] https://hubweek.swoogo.com/tickets
[2] https://hubweek.org/
[2] https://twitter.com/i/web/status/908317913639141377
[1] https://hubweek.org/program/demo-day/
[1] https://twitter.com/i/web/status/906666757452189702
[1] https://www.bostonglobe.com/arts/specials/fall-arts/2017/09/07/getting-geodesic-with-hubweek/KqQW5lHT3JkvvkTxTvWljM/story.html?utm_content=60105112&utm_medium=social&utm_source=linkedin
[1] https://hubweek.org/events/digital-trust-and-the-sharing-economy/
[1] https://twitter.com/i/web/status/908317915358875649
[1] https://www.eventbrite.com/e/cic-green-innovation-industry-night-tickets-37619580177?utm_content=buffer6f05e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/908319129765064705

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/908317913639141377
[1] https://twitter.com/i/web/status/908325947799216129
[1] https://hubweek.swoogo.com/tickets?utm_source=&utm_medium=&utm_campaign=
[1] https://twitter.com/MIT/status/908317913639141377

Top URLs in Tweet in G4:
[5] https://hubweek.org/
[1] https://twitter.com/i/web/status/908317920408870912
[1] https://hubweek.org/events/abstract-superconscious/?utm_content=60321198&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/web/status/908317952495235072
[1] http://www.hrvd.me/hubwe2cb5
[1] https://twitter.com/i/web/status/908321313869242369
[1] https://twitter.com/i/web/status/908320035508310016

Top URLs in Tweet in G5:
[1] https://twitter.com/ArtsinBoston/status/908323647349288960
[1] https://www.youtube.com/watch?v=X5z86HIvRNI&feature=youtu.be

Top URLs in Tweet in G7:
[2] https://hubweek.org/events/future-forum-saving-as-many-lives-as-penicllin/
[1] https://twitter.com/i/web/status/906540894844854277

Top URLs in Tweet in G8:
[6] https://hubweek.org/events/inside-the-brigham-innovation-in-action/
[1] https://twitter.com/MassGeneralNews/status/908317952495235072

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/908317996963201024
[1] https://medium.com/@HUBweek/over-1m-to-be-awarded-at-hubweek-ad873e4c7c2e?utm_content=60318548&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G10:
[2] https://twitter.com/simone_s_paris/status/907697581047853056
[1] https://twitter.com/i/web/status/908323057806311424
[1] https://twitter.com/i/web/status/907953088589377537

Top Domains
Top Domains in Tweet in Entire Graph:
[87] twitter.com
[34] hubweek.org
[6] bit.ly
[6] medium.com
[4] bostonglobe.com
[4] swoogo.com
[4] eventbrite.com
[2] youtube.com
[2] trendsmap.com
[1] appdupe.com

Top Domains in Tweet in G1:
[34] twitter.com
[12] hubweek.org
[6] bit.ly
[5] medium.com
[1] bostonglobe.com
[1] eventbrite.com
[1] swoogo.com
[1] fb.me

Top Domains in Tweet in G2:
[10] twitter.com
[4] hubweek.org
[2] swoogo.com
[2] trendsmap.com
[1] bostonglobe.com
[1] eventbrite.com
[1] youtube.com
[1] liftemotion.com
[1] appdupe.com

Top Domains in Tweet in G3:
[3] twitter.com
[1] swoogo.com

Top Domains in Tweet in G4:
[6] hubweek.org
[4] twitter.com
[1] hrvd.me

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

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

Top Domains in Tweet in G8:
[6] hubweek.org
[1] twitter.com

Top Domains in Tweet in G9:
[1] twitter.com
[1] medium.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[347] hubweek
[15] boston
[10] innovation
[9] robots
[6] tenboma
[5] allyship
[5] massachusetts
[5] culture
[5] ideas
[5] science



Top Hashtags in Tweet in G1:
[121] hubweek
[5] allyship
[3] hwfutureforum
[3] boston
[2] beantownthrowdown
[2] cityhallplaza
[2] thehub
[1] afestivalforthefuture
[1] same
[1] replytweet

Top Hashtags in Tweet in G2:
[33] hubweek
[4] boston
[3] dacadeal
[3] ifcellphonesdidntexist
[3] thursdaythoughts
[2] pollinate2017
[2] giveforgoodlou
[1] startups
[1] entrepreneurship
[1] entrepreneur

Top Hashtags in Tweet in G3:
[29] hubweek

Top Hashtags in Tweet in G4:
[32] hubweek
[1] replytweet

Top Hashtags in Tweet in G5:
[6] hubweek

Top Hashtags in Tweet in G6:
[12] hubweek

Top Hashtags in Tweet in G7:
[9] hubweek

Top Hashtags in Tweet in G8:
[18] hubweek
[3] getexcited
[2] digitalexperience
[2] bwhinno

Top Hashtags in Tweet in G9:
[6] hubweek

Top Hashtags in Tweet in G10:
[7] hubweek
[1] boston

Top Words
Top Words in Tweet in Entire Graph:
[247] Words in Sentiment List#1: Positive
[46] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry
[6770] Non-categorized Words
[7063] Total Words
[477] hubweek
[191] rt
[115] 10
[110] greater
[101] boston's

Top Words in Tweet in G1:
[206] hubweek
[68] rt
[61] 2017
[59] boston's
[59] womeninno
[56] part
[56] future
[55] festival
[48] greater
[37] meet

Top Words in Tweet in G2:
[39] hubweek
[11] greater
[10] art
[9] boston
[9] oct
[9] festival
[9] future
[8] out
[8] 10
[8] 15

Top Words in Tweet in G3:
[30] hubweek
[25] greater
[24] proud
[24] art
[24] science
[24] technology
[24] mit
[23] founder
[23] bringing
[23] best

Top Words in Tweet in G4:
[35] hubweek
[25] 10
[24] rt
[16] greater
[16] boston's
[14] 15
[14] out
[10] art
[10] science
[10] technology

Top Words in Tweet in G5:
[8] hubweek
[5] dj
[2] excited
[2] hw
[2] painting
[2] boston
[2] oct
[2] 10
[2] 15

Top Words in Tweet in G6:
[12] hubweek
[12] hub
[12] matters
[11] rt
[11] pornhub

Top Words in Tweet in G7:
[10] gladwell
[10] hubweek
[9] atul_gawande
[9] health
[9] innovation
[9] ariadnelabs
[8] looking
[8] forward
[8] joining
[8] conversation

Top Words in Tweet in G8:
[23] hubweek
[11] brighamwomens
[8] rt
[8] 2017
[8] bwhihub
[7] oct
[6] stop
[6] 10
[5] co
[5] create

Top Words in Tweet in G9:
[9] hubweek
[5] rt
[5] mit_iic
[3] join
[3] 10
[3] 12
[3] explore
[3] honor
[3] tech
[3] driven

Top Words in Tweet in G10:
[10] hubweek
[4] rt
[4] swissnexboston
[3] massart
[3] x
[3] present
[3] unchartered
[3] domain
[3] series
[3] short

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[87] festival,future
[86] hubweek,2017
[80] boston's,festival
[76] greater,boston's
[62] 10,15
[49] oct,10
[48] art,science
[45] science,technology
[45] part,greater
[43] future,hubweek

Top Word Pairs in Tweet in G1:
[60] hubweek,2017
[53] festival,future
[51] boston's,festival
[45] greater,boston's
[38] part,greater
[38] future,hubweek
[34] meet,womeninno
[34] womeninno,hubweek
[34] 2017,iw
[34] iw,pop

Top Word Pairs in Tweet in G2:
[9] festival,future
[7] oct,10
[7] 10,15
[7] boston's,festival
[6] art,science
[6] greater,boston's
[5] find,out
[5] out,oct
[5] hubweek,greater
[4] happens,art

Top Word Pairs in Tweet in G3:
[24] art,science
[24] science,technology
[23] proud,founder
[23] founder,hubweek
[23] hubweek,bringing
[23] bringing,best
[23] best,greater
[23] greater,boston
[23] boston,art
[22] rt,mit

Top Word Pairs in Tweet in G4:
[15] greater,boston's
[14] 10,15
[10] 10,10
[10] art,science
[10] science,technology
[9] happens,art
[9] technology,collide
[9] collide,find
[9] find,out
[9] out,oct

Top Word Pairs in Tweet in G5:
[2] oct,10
[2] 10,15

Top Word Pairs in Tweet in G6:
[12] hubweek,hub
[12] hub,matters
[11] rt,pornhub
[11] pornhub,hubweek

Top Word Pairs in Tweet in G7:
[8] looking,forward
[8] forward,joining
[8] joining,gladwell
[8] gladwell,hubweek
[8] hubweek,conversation
[8] conversation,health
[8] health,care
[8] care,innovation
[8] innovation,amp
[8] amp,ariadnelabs

Top Word Pairs in Tweet in G8:
[8] hubweek,2017
[5] co,create
[5] boston's,festival
[5] festival,future
[4] catch,hubweek
[4] oct,10
[4] 10,15
[4] 15,hubweek
[4] bwhihub,hubweek
[3] getexcited,hubweek

Top Word Pairs in Tweet in G9:
[3] join,10
[3] 10,12
[3] 12,explore
[3] explore,honor
[3] honor,tech
[3] tech,driven
[3] driven,solutions
[3] solutions,creating
[3] creating,economic
[3] economic,opportunity

Top Word Pairs in Tweet in G10:
[3] rt,hubweek
[3] hubweek,massart
[3] massart,x
[3] x,swissnexboston
[3] swissnexboston,present
[3] present,unchartered
[3] unchartered,domain
[3] domain,series
[3] series,short
[3] short,film

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@hubweek
@womeninno
@mit
@brighamwomens
@pornhub
@gladwell
@harvard
@atul_gawande
@ariadnelabs
@bwhihub

Top Mentioned in G1:
@hubweek
@womeninno
@linda_pizzuti
@cbtarchitects
@shegeeksout
@libertymutual
@cnn
@juliettekayyem
@bofa_news

Top Mentioned in G3:
@mit
@hubweek

Top Mentioned in G4:
@harvard
@massgeneralnews
@hubweek
@bostonglobe
@mit
@shinyclairefc
@swissnexboston
@solarialabs
@bwh_stratus

Top Mentioned in G5:
@bamsfest
@insa
@calebneelon
@problak
@kenji751
@fugazi77
@marka27
@jaffworks
@danawoulfe

Top Mentioned in G6:
@pornhub

Top Mentioned in G7:
@gladwell
@atul_gawande
@ariadnelabs
@hubweek
@juliettekayyem
@geochurch

Top Mentioned in G8:
@brighamwomens
@bwhihub
@hubweek
@foodandbev7
@bwhresearch
@bwh_stratus
@jackie_slavik
@mullen_brian
@cassan_druh

Top Mentioned in G9:
@mit_iic
@hubweek
@ericschmidt
@smarcelo
@leila_c

Top Mentioned in G10:
@swissnexboston
@hubweek
@massart
@simone_s_paris
@jessemermell
@babsonwin

Top Tweeters
Top Tweeters in Entire Graph:
@jamesroy
@saragomezaranci
@ryushiahnam
@bostonglobe
@bitanfeu
@owlbelief
@cnn
@echidnabot
@wtfex
@innovation_rtw

Top Tweeters in G1:
@cnn
@echidnabot
@lydialabat
@ariannahuff
@judylm
@t_fig
@massinno
@milly09
@cacinkmd
@openviewventure

Top Tweeters in G2:
@jamesroy
@maxgattoni
@trendsboston
@bcarpano
@ericgaffen
@thejennyli
@lienelucky
@workatliberty
@leyla_ahmed1
@masocietyofcpas

Top Tweeters in G3:
@saragomezaranci
@ryushiahnam
@owlbelief
@wtfex
@kuhanikuvani
@mustafa101077
@armando_ribeiro
@johnscalhoun
@mit
@zuleny

Top Tweeters in G4:
@bostonglobe
@faris111
@harvard
@msannbrown
@msnewengland
@bonlinecolleges
@ptenywa
@massgeneralnews
@peter_bowden
@globalhealthmgh

Top Tweeters in G5:
@bamsfest
@cedricdouglas
@imagine876
@fugazi77
@marka27
@danawoulfe
@percyfw
@jaffworks
@calebneelon
@problak

Top Tweeters in G6:
@bitanfeu
@djshire
@pornhub
@kaine711
@kurban_22
@xduckst3rx
@armand0v53
@boom_gamershot
@yourmotherfugly
@dinkkira

Top Tweeters in G7:
@drnic1
@archimedesbuff
@expectingachg
@amyjccuddy
@drsimpsonhsr
@atul_gawande
@carol_mohr
@bu_hsm
@ariadnelabs
@gabrielleinglis

Top Tweeters in G8:
@denisdonoghue2
@brighamwomens
@bwhresearch
@cassan_druh
@bwhihub
@jessica_zimm
@doctorscreate
@foodandbev7
@mullen_brian
@jackie_slavik

Top Tweeters in G9:
@amcafee
@kenyatexasc
@leila_c
@aidtechnology
@dennehyniall
@mit_ide
@smarcelo
@ericschmidt
@mit_iic

Top Tweeters in G10:
@trishofthetrade
@jessemermell
@massart
@changds
@swissnexboston
@simone_s_paris
@babsonwin
@ebosland
@biomedia_lab