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@washingtondc_2017-04-21_00-21-58.xlsx
@washingtondc_2017-04-21_00-21-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2017
Short Description:
@washingtondc via NodeXL http://bit.ly/2ote1aq
@washingtondc
@rosewdc
@dc_now
@mmmaryluna
@dcist
@metalfloss
@dccitygirl_
@dcbeer

Description:
Description
The graph represents a network of 2,294 Twitter users whose tweets in the requested range contained "@washingtondc", 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 07:22 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, 21-hour, 12-minute period from Friday, 07 April 2017 at 00:10 UTC to Thursday, 20 April 2017 at 21:22 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 : 2294
Unique Edges : 6682
Edges With Duplicates : 1720
Total Edges : 8402
Self-Loops : 134
Reciprocated Vertex Pair Ratio : 0.00705296639468953
Reciprocated Edge Ratio : 0.0140071408953584
Connected Components : 11
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 2273
Maximum Edges in a Connected Component : 8387
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.2261
Graph Density : 0.00138437327357322
Modularity : 0.413844
NodeXL Version : 1.0.1.379

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[49] https://washington.org/visit-dc/washington-dc-waterfront-activities
[49] https://washington.org/visit-dc/100-free-things-to-do-spring-in-dc
[45] https://washington.org/visit-dc/guide-to-yayoi-kusama-infinity-mirrors-exhibit-hirshhorn-museum
[41] http://casualtravelist.com/blog/travel-tips-washington-dc/
[40] https://washington.org/things-to-do-this-month-in-washington-dc
[38] https://washington.org/chefs-dish-dc
[36] https://frenchmorning.com/exposition-mysterieux-peintre-bazille-a-washington/
[35] https://washington.org/places-to-eat/neighborhood-dining-guides-washington-dc
[33] https://washington.org/visit-dc/hot-new-restaurants-try-now-washington-dc
[32] https://washington.org/visit-dc/made-in-dc-local-businesses-that-deserve-your-attention

Top URLs in Tweet in G1:
[48] https://washington.org/visit-dc/100-free-things-to-do-spring-in-dc
[48] https://washington.org/visit-dc/washington-dc-waterfront-activities
[44] https://washington.org/visit-dc/guide-to-yayoi-kusama-infinity-mirrors-exhibit-hirshhorn-museum
[41] http://casualtravelist.com/blog/travel-tips-washington-dc/
[40] https://washington.org/things-to-do-this-month-in-washington-dc
[38] https://washington.org/chefs-dish-dc
[34] https://washington.org/places-to-eat/neighborhood-dining-guides-washington-dc
[33] https://washington.org/visit-dc/hot-new-restaurants-try-now-washington-dc
[32] https://washington.org/visit-dc/made-in-dc-local-businesses-that-deserve-your-attention
[30] https://washington.org/DC-focus-on/top-spots-photographing-cherry-blossoms

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/854160194481389568
[1] https://twitter.com/i/web/status/854043925941673984
[1] https://twitter.com/i/web/status/854067315897401345
[1] https://twitter.com/i/web/status/854018047581073409
[1] https://twitter.com/i/web/status/852618435364343808
[1] https://twitter.com/i/web/status/850344460751966208
[1] https://twitter.com/i/web/status/850392893546278916
[1] http://www.nga.gov/content/ngaweb/exhibitions/2017/frederic-bazille-and-the-birth-of-impressionism.html
[1] https://twitter.com/i/web/status/850749817794023424
[1] https://twitter.com/i/web/status/850753107080425472

Top URLs in Tweet in G3:
[2] https://washington.org/visit-dc/affordable-budget-friendly-cheap-dining-in-washington-dc
[1] https://washington.org/places-to-eat/neighborhood-dining-guides-washington-dc
[1] https://washington.org/visit-dc/rooftop-bars-restaurants-washington-dc
[1] https://washington.org/visit-dc/guide-to-yayoi-kusama-infinity-mirrors-exhibit-hirshhorn-museum
[1] https://twitter.com/i/web/status/850350752438595584

Top URLs in Tweet in G4:
[1] https://washington.org/visit-dc/washington-dc-waterfront-activities

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/852619827164459010

Top URLs in Tweet in G6:
[2] http://3-george-taylor.pixels.com/featured/world-war-ii-memorial-george-taylor.html
[2] http://3-george-taylor.pixels.com/featured/lincoln-and-wwii-memorials-george-taylor.html
[1] https://washington.org/visit-dc/affordable-budget-friendly-cheap-dining-in-washington-dc
[1] https://twitter.com/i/web/status/851185069586821125
[1] https://twitter.com/i/web/status/853451260309065728
[1] https://twitter.com/i/web/status/845762005118189568
[1] https://twitter.com/i/web/status/851845178935705601
[1] https://twitter.com/i/web/status/846468706242875394
[1] https://twitter.com/i/web/status/851817584357986304
[1] https://twitter.com/i/web/status/851816143949938688

Top URLs in Tweet in G7:
[36] https://frenchmorning.com/exposition-mysterieux-peintre-bazille-a-washington/
[1] https://twitter.com/i/web/status/853917398608613376

Top URLs in Tweet in G8:
[1] http://www.sarahfunky.com/how-to-do-4-cities-in-1-weekend
[1] https://twitter.com/i/web/status/854789197827264512
[1] https://twitter.com/i/web/status/852127513216249856
[1] https://www.youtube.com/watch?v=5PXvnrRn9bU
[1] https://www.youtube.com/watch?v=TB-Bry_7I0E
[1] https://twitter.com/i/web/status/851150468227022849
[1] https://twitter.com/i/web/status/851123449372303361
[1] https://twitter.com/i/web/status/851121713010135041
[1] https://twitter.com/i/web/status/851123024770330624
[1] https://twitter.com/rkishorenitc/status/850829324290854912

Top URLs in Tweet in G9:
[1] http://www.standard.net/National/2017/04/08/When-black-girls-run-away-what-are-they-running-from.html
[1] https://twitter.com/metalfloss/status/850833750300688385
[1] https://www.washingtonpost.com/local/dc-politics/audit-finds-dc-council-member-cannot-substantiate-100k-in-contributions/2017/04/07/45b014ee-1afe-11e7-855e-4824bbb5d748_story.html
[1] http://www.sfgate.com/nation/article/Dog-attacks-on-mail-carriers-rise-amid-online-11058705.php

Top URLs in Tweet in G10:
[3] https://washington.org/visit-dc/things-to-do-memorial-day-weekend-washington-dc
[1] https://twitter.com/i/web/status/851678390868471809

Top Domains
Top Domains in Tweet in Entire Graph:
[613] washington.org
[145] twitter.com
[59] casualtravelist.com
[36] frenchmorning.com
[14] instagram.com
[11] apple.com
[11] swarmapp.com
[11] pixels.com
[6] townske.com
[5] cua.edu

Top Domains in Tweet in G1:
[601] washington.org
[86] twitter.com
[59] casualtravelist.com
[14] instagram.com
[11] apple.com
[11] swarmapp.com
[6] townske.com
[5] cua.edu
[5] usnews.com
[4] ticketfly.com

Top Domains in Tweet in G2:
[10] twitter.com
[1] nga.gov
[1] bullfrogcommunities.com

Top Domains in Tweet in G3:
[5] washington.org
[1] twitter.com

Top Domains in Tweet in G4:
[1] washington.org

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

Top Domains in Tweet in G6:
[14] twitter.com
[11] pixels.com
[2] washington.org
[1] 500px.com

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

Top Domains in Tweet in G8:
[8] twitter.com
[2] youtube.com
[1] sarahfunky.com
[1] orbitz.com
[1] culturecapital.com

Top Domains in Tweet in G9:
[1] standard.net
[1] twitter.com
[1] washingtonpost.com
[1] sfgate.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[554] beer
[554] foodie
[336] travel
[293] beaches
[293] france
[292] sunbathing
[292] surf
[281] craftbeer
[274] nationalbeerday
[252] modernart



Top Hashtags in Tweet in G1:
[220] washingtondc
[146] dc
[95] mydccool
[47] playoff
[44] infinitekusama
[43] travel
[40] gaysfortrump
[27] tmom
[27] diy
[25] eventsdccherryblast

Top Hashtags in Tweet in G2:
[292] travel
[292] beaches
[292] france
[291] sunbathing
[291] surf
[118] languages
[57] foodie
[57] beer
[32] craftbeer
[26] modernart

Top Hashtags in Tweet in G3:
[262] foodie
[262] beer
[249] nationalbeerday
[16] modernart
[13] craftbeer
[2] washingtondc
[1] dc
[1] infinitekusama

Top Hashtags in Tweet in G4:
[225] beer
[225] craftbeer
[225] foodie

Top Hashtags in Tweet in G5:
[210] modernart
[10] beer
[10] craftbeer
[10] foodie

Top Hashtags in Tweet in G6:
[6] cherryblossomdc
[3] jachat
[3] fullbloom
[3] sunrise
[3] ilovespring
[1] washingtondc
[1] sundaysunsets
[1] dc
[1] mydccool
[1] travel

Top Hashtags in Tweet in G7:
[15] bazille

Top Hashtags in Tweet in G8:
[1] dreamhome

Top Words
Top Words in Tweet in Entire Graph:
[1591] Words in Sentiment List#1: Positive
[73] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[37126] Non-categorized Words
[38790] Total Words
[2744] washingtondc
[1212] rosewdc
[834] beer
[805] 4
[707] dc

Top Words in Tweet in G1:
[1281] washingtondc
[411] dc
[173] washington
[147] s
[111] free
[110] things
[101] out
[95] eat
[95] mydccool
[92] look

Top Words in Tweet in G2:
[506] washingtondc
[488] rosewdc
[411] dcist
[330] dc_now
[293] myfrenchhouse
[292] travel
[292] best
[292] beaches
[292] visit
[292] france

Top Words in Tweet in G3:
[286] washingtondc
[279] rosewdc
[275] beer
[262] foodie
[250] districtcommons
[250] socialindc
[249] celebrate
[249] nationalbeerday
[249] 3
[249] 5

Top Words in Tweet in G4:
[450] beer
[226] washingtondc
[226] dc
[225] rosewdc
[225] craftbeer
[225] enthusiasts
[225] cheer
[225] 2017
[225] craft
[225] brewers

Top Words in Tweet in G5:
[430] 4
[220] washingtondc
[219] rosewdc
[210] modernart
[210] toulouse
[210] lautrec
[210] illustrates
[210] belle
[210] époque
[210] phillipsmuseum

Top Words in Tweet in G6:
[47] washingtondc
[24] nationalmallnps
[11] jt10694
[11] misslynnetteh
[11] donna_west
[11] trip
[10] stormhour
[9] thenationalmall
[9] monument
[8] yourtake

Top Words in Tweet in G7:
[64] pr
[51] montpellier3m
[51] paris
[51] washingtondc
[51] bazille
[49] simine_namdar
[36] quand
[36] 3
[36] villes
[36] s'unissent

Top Words in Tweet in G8:
[16] washingtondc
[9] capitals
[6] nhlonnbcsports
[6] nhl
[6] ovi8
[6] tjoshie77
[6] verizoncenterpr
[6] keeperofthecup
[4] washingtonpost
[3] baltimoremd

Top Words in Tweet in G9:
[17] washingtondc
[15] blicqer
[15] blacktolive
[15] blackmattersus
[13] metalfloss
[10] black
[10] girls
[10] run
[10] away
[10] running

Top Words in Tweet in G10:
[6] memorial
[6] day
[6] washingtondc
[4] dcmusicrocks
[3] 14
[3] things
[3] dc
[3] weekend
[3] feat
[3] national

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[546] washingtondc,dc_now
[295] dcist,washingtondc
[294] myfrenchhouse,dcist
[293] travel,best
[293] best,beaches
[293] beaches,visit
[293] visit,france
[293] france,myfrenchhouse
[292] dc_now,sunbathing
[292] sunbathing,surf

Top Word Pairs in Tweet in G1:
[91] check,out
[76] washingtondc,check
[75] ways,embrace
[68] washingtondc,mydccool
[64] washington,dc
[60] first,trip
[60] casualtravelist,washingtondc
[59] 25,tips
[59] tips,first
[59] trip,washington

Top Word Pairs in Tweet in G2:
[319] washingtondc,dc_now
[293] myfrenchhouse,dcist
[293] dcist,washingtondc
[292] travel,best
[292] best,beaches
[292] beaches,visit
[292] visit,france
[292] france,myfrenchhouse
[291] dc_now,sunbathing
[291] sunbathing,surf

Top Word Pairs in Tweet in G3:
[250] washingtondc,socialindc
[249] rosewdc,foodie
[249] foodie,celebrate
[249] celebrate,nationalbeerday
[249] nationalbeerday,districtcommons
[249] districtcommons,3
[249] 3,5
[249] 5,beer
[249] beer,specials
[249] specials,starting

Top Word Pairs in Tweet in G4:
[225] rosewdc,beer
[225] beer,craftbeer
[225] craftbeer,dc
[225] dc,beer
[225] beer,enthusiasts
[225] enthusiasts,cheer
[225] cheer,2017
[225] 2017,craft
[225] craft,brewers
[225] brewers,conference

Top Word Pairs in Tweet in G5:
[210] modernart,toulouse
[210] toulouse,lautrec
[210] lautrec,illustrates
[210] illustrates,belle
[210] belle,époque
[210] époque,phillipsmuseum
[210] phillipsmuseum,2
[210] 2,4
[210] 4,4
[210] 4,30

Top Word Pairs in Tweet in G6:
[12] washingtondc,nationalmallnps
[8] washington,monument
[8] misslynnetteh,washingtondc
[7] yourtake,washingtondc
[7] monument,washingtondc
[6] cherryblossomdc,thenationalmall
[6] thenationalmall,yourtake
[6] washingtondc,stormhour
[5] atop,washington
[4] kencen,capitalweather

Top Word Pairs in Tweet in G7:
[51] paris,washingtondc
[36] quand,3
[36] 3,villes
[36] villes,montpellier3m
[36] montpellier3m,paris
[36] washingtondc,s'unissent
[36] s'unissent,pr
[36] pr,exposer
[36] exposer,f
[36] f,bazille

Top Word Pairs in Tweet in G8:
[6] capitals,nhl
[6] nhl,ovi8
[6] ovi8,tjoshie77
[6] tjoshie77,washingtondc
[6] washingtondc,verizoncenterpr
[6] verizoncenterpr,keeperofthecup
[5] nhlonnbcsports,capitals
[2] baltimoremd,washingtondc
[2] washingtondc,nycgo
[2] fox5dc,guyoseary

Top Word Pairs in Tweet in G9:
[15] blacktolive,blackmattersus
[10] black,girls
[10] girls,run
[10] run,away
[10] away,running
[10] running,blicqer
[10] blicqer,theroot
[10] theroot,blacktolive
[10] blackmattersus,washingtondc
[9] metalfloss,black

Top Word Pairs in Tweet in G10:
[6] memorial,day
[3] 14,things
[3] things,dc
[3] dc,memorial
[3] day,weekend
[3] weekend,feat
[3] feat,national
[3] national,memorial
[3] day,parade
[3] parade,washingtondc

Top Replied-To
Top Replied-To in Entire Graph:
@washingtondc
@entre2escales
@edot_man
@roozbehg31
@sebofficiel_
@victoriaisdead
@xhnews
@nhlonnbcsports
@peterboykin
@mmmaryluna

Top Replied-To in G1:
@washingtondc
@entre2escales
@edot_man
@roozbehg31
@sebofficiel_
@peterboykin
@victoriaisdead
@xhnews
@7valentine7
@mikekiels

Top Replied-To in G2:
@armysarge841
@arlingtonnatl
@rosewdc
@dc_now

Top Replied-To in G3:
@rosewdc

Top Replied-To in G6:
@thegaytraveler
@mmmaryluna
@dcwritermom
@misslynnetteh
@chris_fukuda
@jettingaround
@jt10694

Top Replied-To in G8:
@nhlonnbcsports
@washingtonpost
@skypunk82
@dyl___pickle

Top Replied-To in G9:
@petworthdcnews

Top Mentioned
Top Mentioned in Entire Graph:
@washingtondc
@rosewdc
@dc_now
@dcist
@myfrenchhouse
@dcbeer
@socialindc
@districtcommons
@dcculture
@phillipsmuseum

Top Mentioned in G1:
@washingtondc
@benschilibowl
@washwizards
@casualtravelist
@nationals
@xhnews
@peterboykin
@cherryblossfest
@navywifevirata
@travelingmoms

Top Mentioned in G2:
@washingtondc
@rosewdc
@dcist
@dc_now
@myfrenchhouse
@kbia
@globaljourn
@smithsonianfolk
@dcbeer
@phillipsmuseum

Top Mentioned in G3:
@washingtondc
@rosewdc
@districtcommons
@socialindc
@phillipsmuseum
@dc_now
@dcculture
@dcbeer

Top Mentioned in G4:
@washingtondc
@rosewdc
@dcbeer

Top Mentioned in G5:
@washingtondc
@rosewdc
@phillipsmuseum
@dc_now
@dcculture
@dcbeer

Top Mentioned in G6:
@washingtondc
@nationalmallnps
@donna_west
@stormhour
@jt10694
@thenationalmall
@misslynnetteh
@yourtake
@capitalweather
@washingtonian

Top Mentioned in G7:
@montpellier3m
@paris
@washingtondc
@simine_namdar
@french
@marseille
@saurel2014

Top Mentioned in G8:
@washingtondc
@capitals
@nhl
@ovi8
@tjoshie77
@verizoncenterpr
@keeperofthecup
@baltimoremd
@visitphilly
@nycgo

Top Mentioned in G9:
@washingtondc
@blicqer
@blacktolive
@blackmattersus
@metalfloss
@theroot
@petworthcitizen
@petworthmarket
@petworthnewvie
@petworth_dc

Top Mentioned in G10:
@washingtondc
@dcmusicrocks
@dcmusicdownload
@dc3artprojects
@showlistdc
@listenlocaldc
@postlocal
@dmvmusicplug
@byt
@avcupdate

Top Tweeters
Top Tweeters in Entire Graph:
@phildecarolis
@united
@enigmanetxx
@saragomezaranci
@edgametec
@donna_west
@jhtv3
@timesofindia
@gloriawalthour
@bjkbrady

Top Tweeters in G1:
@phildecarolis
@saragomezaranci
@jhtv3
@bjkbrady
@dee12399_9
@phade2black_10
@therealstyme
@elvisinoregon
@djgreenhornet
@a_rockas

Top Tweeters in G2:
@wtop
@aflcio
@dc_now
@washingtonian
@dcist
@katalaxarakis
@arlnowdotcom
@myfrenchhouse
@onebadmac
@goingoutguide

Top Tweeters in G3:
@gloriawalthour
@socialindc
@loclzonlyart
@djkasualmadness
@districtcommons
@craziepeeps
@proveyourself1
@margueritaxr76
@bettyannwl31
@candisdgg

Top Tweeters in G4:
@dcbeer
@ctalmon
@vernettare76
@edelmirazx74
@andreeex03
@yuettewk96
@halinagfn
@lesleeis03
@hashtag7905
@probabiyaugust

Top Tweeters in G5:
@dcculture
@phillipsmuseum
@melitalc79
@magenix15
@rikkixn53
@camo_clnderella
@pusororltyprobz
@aaron_hewiett
@hemadeusbelleve
@davle_a

Top Tweeters in G6:
@donna_west
@spann
@abc7news
@nbcwashington
@gma
@stormhour
@newyorkhabitat
@jettingaround
@yourtake
@capitalweather

Top Tweeters in G7:
@ghislainbalsan
@aubertjm
@marcofeau
@samira_salomon
@dedeurwaerderer
@edgarbruel
@berradareda62
@abdielkandoussi
@paris
@mylene_chardes

Top Tweeters in G8:
@bostonglobe
@washingtonpost
@fox5dc
@nhl
@mapleleafs
@nhlonnbcsports
@capitals
@caps_nat1on
@visitphilly
@washblade

Top Tweeters in G9:
@enigmanetxx
@blicqer
@theroot
@imdafi5thkxng
@washingtondcnow
@bcreative10
@mtnmd
@ghers2686
@councilofdc
@metalfloss

Top Tweeters in G10:
@dcexaminer
@avcupdate
@postlocal
@byt
@dmvmusicplug
@dimetriosv
@mercuryloungeny
@dcmusicdownload
@d
@dc3artprojects