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#ComNet18_2018-10-10_18-39-00.xlsx
#ComNet18_2018-10-10_18-39-00.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 11, 2018
Short Description:
#ComNet18 via NodeXL http://bit.ly/2Oigkhr
@thecomnetwork
@seangibbons_
@comnetworkevent
@newsmatch
@chinrichsen_su
@_blackmuses
@scotthech
@borntobewilda
@heyconstructive
@aparnamuk

Top hashtags:
#comnet18
#withallduerespect
#communications
#inclusivedesign
#sf

Description:
Description
The graph represents a network of 311 Twitter users whose recent tweets contained "#ComNet18", 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, 11 October 2018 at 01:39 UTC.

The tweets in the network were tweeted over the 10-day, 8-hour, 10-minute period from Sunday, 30 September 2018 at 17:21 UTC to Thursday, 11 October 2018 at 01:31 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 : 311
Unique Edges : 611
Edges With Duplicates : 635
Total Edges : 1246
Self-Loops : 155
Reciprocated Vertex Pair Ratio : 0.128125
Reciprocated Edge Ratio : 0.227146814404432
Connected Components : 21
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 288
Maximum Edges in a Connected Component : 1216
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.572365
Graph Density : 0.00748884970438751
Modularity : 0.33409
NodeXL Version : 1.0.1.404

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://www.comnet18.org/
[13] https://connect.clickandpledge.com/w/Form/66d77485-ba3c-4010-a0ef-30a22b55c68f
[10] https://www.comnet18.org/community-groups/
[7] https://www.comnet18.org/strike-update/
[6] https://www.comnet18.org/breakout-sessions/
[6] https://forumone.com/events/creating-powerful-digital-engagement-campaigns
[6] https://www.comnet18.org/for-purchase/creating-powerful-digital-engagement-campaigns
[5] https://instagram.com/thecomnetwork/
[5] https://www.comnet18.org/preconference-workshops/
[5] https://actnow.tofighthiv.org/site/Donation2;jsessionid=00000000.app263b?df_id=4960&4960.donation=form1&s_src=WWW&s_subsrc=navbar_homepage&NONCE_TOKEN=CA8AA0E9A26829B4DFE9B9FF14FC94C7

Top URLs in Tweet in G1:
[18] https://www.comnet18.org/
[10] https://www.comnet18.org/community-groups/
[6] https://www.comnet18.org/breakout-sessions/
[5] https://www.comnet18.org/strike-update/
[5] https://www.stanthonysf.org/ways-to-give/
[5] https://connect.clickandpledge.com/w/Form/66d77485-ba3c-4010-a0ef-30a22b55c68f
[5] https://secure3.convio.net/ggnpc/site/SPageNavigator/Parks_Need_Protection.html
[5] https://actnow.tofighthiv.org/site/Donation2;jsessionid=00000000.app263b?df_id=4960&4960.donation=form1&s_src=WWW&s_subsrc=navbar_homepage&NONCE_TOKEN=CA8AA0E9A26829B4DFE9B9FF14FC94C7
[5] https://instagram.com/thecomnetwork/
[4] https://www.comnet18.org/code-of-conduct/

Top URLs in Tweet in G2:
[6] https://connect.clickandpledge.com/w/Form/66d77485-ba3c-4010-a0ef-30a22b55c68f
[1] https://twitter.com/AnandWrites/status/1047095723332759552
[1] https://twitter.com/TheComNetwork/status/1046786314560057344
[1] https://www.eventbrite.com/e/newsmatch-happy-hour-comnet-2018-tickets-48893442603
[1] https://twitter.com/TheComNetwork/status/1046815507259805696
[1] https://twitter.com/TheComNetwork/status/1047513249141411840
[1] https://twitter.com/heyconstructive/status/1047123067066036228
[1] https://www.comnetwork.org/
[1] https://www.meaningful-brands.com/en
[1] https://www.eventbrite.com/e/newsmatch-happy-hour-comnet-2018-tickets-48893442603?platform=hootsuite

Top URLs in Tweet in G3:
[5] https://www.comnet18.org/for-purchase/creating-powerful-digital-engagement-campaigns
[5] https://forumone.com/events/creating-powerful-digital-engagement-campaigns
[3] https://forumone.com/index.php/events/creating-powerful-digital-engagement-campaigns
[3] https://www.comnet18.org/
[2] https://connect.clickandpledge.com/w/Form/66d77485-ba3c-4010-a0ef-30a22b55c68f
[1] https://twitter.com/TheComNetwork/status/1048319833241255937
[1] https://twitter.com/forumone/status/1050183936532512768
[1] https://www.comnet18.org/schedule/
[1] https://twitter.com/TheComNetwork/status/1046844773129228289
[1] https://www.comnet18.org/preconference-workshops/

Top URLs in Tweet in G4:
[1] https://twitter.com/SeanGibbons_/status/1046790050384683008
[1] https://www.insidephilanthropy.com/home/2018/10/9/defeat-how-top-foundations-failed-to-stop-the-conservative-march-to-powerand-now-risk-losing-everything

Top URLs in Tweet in G5:
[2] https://twitter.com/causecomm/status/1050144390172237824
[1] https://www.google.com/maps/d/viewer?mid=159rRfV-LmejWrc2Y_ePCcmlBWnvNex0U&ll=37.77972520528328,-122.45281740000001&z=13
[1] https://constructive.co/event/designing-brand-diversity-equity-inclusion/
[1] https://www.philanthropy.com/article/Watch-the-Communications/244749/#.W71Y4eSdmEY.twitter
[1] https://twitter.com/heyconstructive/status/1049696187220135939

Top URLs in Tweet in G6:
[3] https://www.comnet18.org/for-purchase/do-you-need-to-change-the-narrative-about-your-cause
[1] https://twitter.com/_BlackMuses/status/1049355216003497986
[1] https://www.comnetwork.org/request-for-proposals-diversity-equity-inclusion-and-communications-for-good-examining-the-state-of-the-field-delivering-recommendations-best-practices/
[1] https://fivethirtyeight.com/features/san-francisco-burritos-really-are-better/
[1] https://medium.com/@WeAreRALLY_59266/dont-be-a-tourist-rally-s-sf-insiders-guide-894db8b396c9
[1] https://splashthat.com/sites/view/sfrallyhouseparty.splashthat.com

Top URLs in Tweet in G7:
[2] https://twitter.com/bmoreshort/status/1049772933504102400
[1] https://twitter.com/brainpicker/status/1048603538811760647
[1] https://www.instagram.com/p/Bow7nddhSvH/?utm_source=ig_twitter_share&igshid=p3kghdz59x1f

Top URLs in Tweet in G8:
[1] https://twitter.com/thecomnetwork/status/1048319833241255937
[1] https://twitter.com/sufamhomeless/status/1049052482934951936

Top URLs in Tweet in G9:
[2] https://www.comnet18.org/
[1] https://www.comnet18.org/strike-update/

Top Domains
Top Domains in Tweet in Entire Graph:
[88] comnet18.org
[56] twitter.com
[13] clickandpledge.com
[9] instagram.com
[9] forumone.com
[5] comnetwork.org
[5] google.com
[5] tofighthiv.org
[5] convio.net
[5] stanthonysf.org

Top Domains in Tweet in G1:
[67] comnet18.org
[23] twitter.com
[5] stanthonysf.org
[5] clickandpledge.com
[5] convio.net
[5] tofighthiv.org
[5] instagram.com
[4] google.com
[3] comnetwork.org
[1] themuse.com

Top Domains in Tweet in G2:
[10] twitter.com
[6] clickandpledge.com
[2] eventbrite.com
[1] comnetwork.org
[1] meaningful-brands.com

Top Domains in Tweet in G3:
[12] comnet18.org
[8] forumone.com
[7] twitter.com
[2] clickandpledge.com
[1] instagram.com

Top Domains in Tweet in G4:
[1] twitter.com
[1] insidephilanthropy.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] google.com
[1] constructive.co
[1] philanthropy.com

Top Domains in Tweet in G6:
[3] comnet18.org
[1] twitter.com
[1] comnetwork.org
[1] fivethirtyeight.com
[1] medium.com
[1] splashthat.com

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

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

Top Domains in Tweet in G9:
[3] comnet18.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[645] comnet18
[33] withallduerespect
[9] communications
[7] inclusivedesign
[7] sf
[3] nmaahc
[3] forumone
[3] tdfcommunity
[3] marriotstrike
[3] sanfrancisco



Top Hashtags in Tweet in G1:
[260] comnet18
[5] communications
[5] sf
[3] comnet18takeover
[3] withallduerespect
[2] sanfrancisco
[2] instagramtakeover
[2] essentialcoverage
[2] assetframing
[2] archives

Top Hashtags in Tweet in G2:
[82] comnet18
[2] marriotstrike
[1] fangirl
[1] planningnerd
[1] civicjournalism
[1] ona18
[1] philanthropy
[1] nonprofit
[1] communications
[1] progressive

Top Hashtags in Tweet in G3:
[110] comnet18
[3] nmaahc
[3] forumone
[2] digital
[2] campaign
[2] strategy
[1] digitalstrategy
[1] digitalcampaigns
[1] extendyourinfluence
[1] california

Top Hashtags in Tweet in G4:
[18] comnet18
[1] instagram
[1] takover
[1] socialmedia
[1] communications
[1] love
[1] redditor
[1] networkingfail
[1] sf

Top Hashtags in Tweet in G5:
[58] comnet18
[30] withallduerespect
[6] inclusivedesign
[3] tdfcommunity
[2] dei
[2] heytdf
[1] ux
[1] sf
[1] philanthropy
[1] givemuffin

Top Hashtags in Tweet in G6:
[27] comnet18
[1] hattcomms
[1] marriottstrike
[1] 1job
[1] values
[1] union

Top Hashtags in Tweet in G7:
[22] comnet18
[1] marriotstrike
[1] helpme
[1] pregnancy
[1] sanfrancisco
[1] nonprofit
[1] microninsight18
[1] freshprinceofsouthdakota

Top Hashtags in Tweet in G8:
[9] comnet18
[2] dataviz
[1] homelessness
[1] storytelling
[1] fingerscrossed

Top Hashtags in Tweet in G9:
[15] comnet18
[2] publichealth

Top Hashtags in Tweet in G10:
[5] comnet18

Top Words
Top Words in Tweet in Entire Graph:
[557] Words in Sentiment List#1: Positive
[140] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[14121] Non-categorized Words
[14818] Total Words
[646] comnet18
[210] thecomnetwork
[102] conference
[88] re
[75] t

Top Words in Tweet in G1:
[261] comnet18
[51] thecomnetwork
[45] conference
[34] make
[31] re
[30] t
[28] more
[27] w
[27] s
[27] hotel

Top Words in Tweet in G2:
[82] comnet18
[30] thecomnetwork
[22] re
[19] newsmatch
[18] t
[17] w
[17] make
[14] during
[12] content
[12] day

Top Words in Tweet in G3:
[110] comnet18
[70] thecomnetwork
[25] conference
[22] _blackmuses
[21] re
[18] workshop
[17] pre
[16] hotel
[15] lenawaithe
[15] attending

Top Words in Tweet in G4:
[18] comnet18
[16] thecomnetwork
[10] ll
[10] glossolaliac
[9] darion_jones
[9] westlaka
[8] year
[8] kacw
[8] erindotnylen
[8] jenbo1

Top Words in Tweet in G5:
[58] comnet18
[30] withallduerespect
[16] heyconstructive
[12] equity
[10] thecomnetwork
[9] diversity
[9] tdfcommunity
[8] tdfalyssakopf
[7] work
[6] thanks

Top Words in Tweet in G6:
[27] comnet18
[10] conference
[8] values
[7] thecomnetwork
[6] out
[5] find
[5] sf
[5] workshop
[5] more
[5] message

Top Words in Tweet in G7:
[22] comnet18
[6] conference
[4] up
[4] out
[3] communications
[3] san
[3] francisco
[3] t
[2] excited
[2] great

Top Words in Tweet in G8:
[9] comnet18
[6] thecomnetwork
[5] homelessness
[5] libbyschaaf
[4] fredgblackwell
[4] ceo
[4] tsff
[4] lead
[4] discussion
[4] housing

Top Words in Tweet in G9:
[15] comnet18
[5] re
[5] check
[5] out
[5] change
[4] harm
[4] reduction
[4] sfaidsfound
[4] efforts
[4] s

Top Words in Tweet in G10:
[6] advocacy
[5] flying
[5] out
[5] comnet18
[5] now
[5] present
[5] cutting
[5] edge
[5] public
[5] defender

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[51] san,francisco
[49] attending,comnet18
[46] t,make
[39] during,comnet18
[34] day,service
[29] thecomnetwork,comnet18
[28] pre,conference
[28] thecomnetwork,re
[25] comnet18,t
[24] make,donate

Top Word Pairs in Tweet in G1:
[24] attending,comnet18
[23] san,francisco
[20] t,make
[17] during,comnet18
[16] see,comnet18
[14] day,service
[12] taking,over
[12] pre,conference
[12] comnet18,t
[11] labor,strike

Top Word Pairs in Tweet in G2:
[17] thecomnetwork,re
[16] t,make
[14] during,comnet18
[12] day,service
[8] comnet18,t
[8] make,donate
[8] happy,hour
[7] w,parks4all
[7] headed,comnet18
[6] re,volunteering

Top Word Pairs in Tweet in G3:
[13] san,francisco
[13] pre,conference
[12] attending,comnet18
[11] thecomnetwork,re
[10] conference,workshop
[10] thecomnetwork,attending
[10] t,make
[8] thecomnetwork,comnet18
[8] during,comnet18
[7] comnet18,_blackmuses

Top Word Pairs in Tweet in G4:
[8] thecomnetwork,year
[8] year,ll
[8] ll,darion_jones
[8] darion_jones,glossolaliac
[8] glossolaliac,kacw
[8] kacw,erindotnylen
[8] erindotnylen,jenbo1
[8] jenbo1,westlaka
[8] westlaka,juliamlevy
[8] juliamlevy,juliafried

Top Word Pairs in Tweet in G5:
[18] withallduerespect,comnet18
[10] comnet18,withallduerespect
[5] diversity,fact
[5] fact,inclusiveness
[5] inclusiveness,practice
[5] practice,equity
[5] equity,goal
[5] goal,comnet18
[5] withallduerespect,heyconstructive
[4] henrytimms,jeremyheimans

Top Word Pairs in Tweet in G6:
[5] thank,thecomnetwork
[5] thecomnetwork,comnet18
[5] comnet18,standing
[5] standing,values
[5] values,doing
[5] doing,everything
[5] everything,power
[5] power,enable
[5] enable,conference
[4] american,aspirations

Top Word Pairs in Tweet in G7:
[3] san,francisco
[2] comnet18,san
[2] looking,forward
[2] facebook,hq
[2] don,t

Top Word Pairs in Tweet in G8:
[4] thecomnetwork,comnet18
[4] comnet18,fredgblackwell
[4] fredgblackwell,ceo
[4] ceo,tsff
[4] tsff,lead
[4] lead,discussion
[4] discussion,housing
[4] housing,homelessness
[4] homelessness,w
[4] w,mayor

Top Word Pairs in Tweet in G9:
[5] check,out
[4] harm,reduction
[3] comnet18,day
[3] day,service
[3] hey,comnet18
[3] comnet18,folks
[3] folks,re
[3] re,walking
[3] walking,around
[3] around,city

Top Word Pairs in Tweet in G10:
[5] flying,out
[5] out,comnet18
[5] comnet18,now
[5] now,present
[5] present,cutting
[5] cutting,edge
[5] edge,public
[5] public,defender
[5] defender,new
[5] new,media

Top Replied-To
Top Replied-To in Entire Graph:
@darion_jones
@thecomnetwork
@sarahmarjorie
@kristajahnke
@cecilerichards
@juliafriedman13
@doughattaway
@dgibber123
@comnetworksea
@kagerefh

Top Replied-To in G1:
@_blackmuses
@tinacrawley
@zhoch
@thisisnewpower
@lenawaithe
@sarahmarjorie
@liz_ott
@dgmascarina
@bmoreshort
@juliamlevy

Top Replied-To in G2:
@seangibbons_
@anr_speaks

Top Replied-To in G3:
@thecomnetwork
@darion_jones
@jejohnson322

Top Replied-To in G4:
@comnetworksea
@stefanlanfer
@bexala

Top Replied-To in G8:
@housingca

Top Mentioned
Top Mentioned in Entire Graph:
@thecomnetwork
@_blackmuses
@seangibbons_
@lenawaithe
@glidesf
@sfaidsfound
@heyconstructive
@juliamlevy
@parks4all
@jadefloyddc

Top Mentioned in G1:
@thecomnetwork
@sfaidsfound
@stanthonysf
@glidesf
@parks4all
@juliamlevy
@seangibbons_
@jadefloyddc
@stefanlanfer
@jcanales

Top Mentioned in G2:
@thecomnetwork
@newsmatch
@glidesf
@motherjones
@seangibbons_
@atlantic57
@parks4all
@stanthonysf
@sfaidsfound
@jcstearns

Top Mentioned in G3:
@thecomnetwork
@_blackmuses
@lenawaithe
@tinacrawley
@forumone
@jadefloyddc
@chadenelsen
@jejohnson322
@surfrider
@seangibbons_

Top Mentioned in G4:
@thecomnetwork
@glossolaliac
@darion_jones
@westlaka
@kacw
@erindotnylen
@jenbo1
@juliamlevy
@juliafried
@mariarigou

Top Mentioned in G5:
@heyconstructive
@thecomnetwork
@tdfalyssakopf
@tdfcommunity
@henrytimms
@jeremyheimans
@senongo
@ecmcfoundation
@causecomm

Top Mentioned in G6:
@thecomnetwork
@borntobewilda
@doughattaway
@comnetworksf
@hattawaycomm
@cecilerichards
@_blackmuses
@comnetwork
@uniteherelocal2
@ryanginard

Top Mentioned in G8:
@thecomnetwork
@libbyschaaf
@fredgblackwell
@tsff
@kqed
@reinycohen
@sufamhomeless
@picocalifornia
@kpshare
@ccoutsoubos

Top Mentioned in G9:
@sfaidsfound
@erinbhart
@thecomnetwork
@reddit
@axisanna8
@calwellness
@spitfiresays
@comnetworkevent
@headspitfire
@dpp_calwellness

Top Mentioned in G10:
@scotthech
@thecomnetwork
@scotth
@bklyndefender

Top Tweeters
Top Tweeters in Entire Graph:
@miamigives
@motherjones
@socialgoodstuff
@momsrising
@socialchangeaus
@thesiliconhill
@michelleking66
@reddit
@jasamorgan
@marriott

Top Tweeters in G1:
@momsrising
@dgibber123
@aspeninstitute
@macfound
@mac_prichard
@rockefellerfdn
@patagonia
@cityyear
@linkedin
@thecomnetwork

Top Tweeters in G2:
@motherjones
@socialgoodstuff
@citylab
@jcstearns
@aparnamuk
@tlaskawy
@glidesf
@dcstpaul
@seangibbons_
@mediafunders

Top Tweeters in G3:
@miamigives
@thesiliconhill
@michelleking66
@jasamorgan
@picevol
@d_aarons
@lenawaithe
@thefoodlorist
@1a
@nmaahc

Top Tweeters in G4:
@reddit
@jenbo1
@glossolaliac
@fedex
@beliefbeat
@flysfo
@artplaceamerica
@kacw
@dgmascarina
@meyermt

Top Tweeters in G5:
@davidfrum
@jvantill
@philanthropy
@senongo
@clevefoundation
@joandetz
@henrytimms
@causecomm
@tdfcommunity
@heyconstructive

Top Tweeters in G6:
@cecilerichards
@ryanginard
@wearerally
@sd_fdn
@uniteherelocal2
@sdgrantmakers
@carlosacruz3
@hattawaycomm
@msmithtweets
@jaybuys

Top Tweeters in G7:
@ericfraz
@nadabutadan
@sukkacockatoo
@lesliefulbright
@allisonrizz
@dawashington
@jack_cardinal
@lcstansberry
@silviascandar
@megancdobbs

Top Tweeters in G8:
@kqed
@erikaaaguilar
@kpshare
@wliha
@chinrichsen_su
@picocalifornia
@libbyschaaf
@housingca
@tsff
@reachstrategies

Top Tweeters in G9:
@alswrite
@erinbhart
@sfaidsfound
@spitfiresays
@denterlein
@axisanna8
@headspitfire
@dpp_calwellness
@dbl_calwellness

Top Tweeters in G10:
@jmurphy13694
@maiseach
@scotthech
@bklyndefender
@hyperakt
@joestewart
@dollymeetspeggy
@stjohnscdc
@scotth