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#womensmarchdc_2019-01-19_10-37-33.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
January 19, 2019
Short Description:
#womensmarchdc via NodeXL http://bit.ly/2DmZerP
@womensmarch
@louisahewitt1
@mikehudema
@cpatrickis
@abc7news
@anism347
@realdonaldtrump
@ken_gonzo
@wealsoherdcats
@unitebluesc

Top hashtags:
#womensmarchdc
#womensmarch2019
#womensmarch
#truth
#muslimwomenmarch

Description:
Description
The graph represents a network of 223 Twitter users whose recent tweets contained "#womensmarchdc", 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 Saturday, 19 January 2019 at 18:37 UTC.

The tweets in the network were tweeted over the 32-minute period from Saturday, 19 January 2019 at 18:04 UTC to Saturday, 19 January 2019 at 18:37 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 : 223
Unique Edges : 306
Edges With Duplicates : 38
Total Edges : 344
Self-Loops : 53
Reciprocated Vertex Pair Ratio : 0.00735294117647059
Reciprocated Edge Ratio : 0.0145985401459854
Connected Components : 50
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 94
Maximum Edges in a Connected Component : 209
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.099051
Graph Density : 0.00553468266472751
Modularity : 0.663013
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://twitter.com/Liz_Wheeler/status/1086673945716084736
[1] https://www.bonfire.com/herstory-matters/
[1] https://thehill.com/opinion/energy-environment/426135-meet-3-women-who-stood-up-to-trump-to-protect-the-american-people
[1] https://twitter.com/Headsnipe011/status/1086127785201057792
[1] https://twitter.com/Headsnipe011/status/1086127372133388288
[1] https://twitter.com/Headsnipe011/status/1086126813145894912
[1] https://twitter.com/sahluwal/status/1086640314872299522
[1] https://www.washingtonpost.com/national/setbacks-for-womens-march-reveal-what-can-go-wrong-for-progressive-movements-protesting-trump/2019/01/17/5cc067ce-d920-11e8-aeb7-ddcad4a0a54e_story.html?utm_term=.b8514267293f
[1] https://twitter.com/jourdanbb/status/1086654519566626823

Top URLs in Tweet in G3:
[1] https://twitter.com/sahluwal/status/1086640314872299522
[1] https://twitter.com/Headsnipe011/status/1086127785201057792
[1] https://twitter.com/Headsnipe011/status/1086126813145894912
[1] https://twitter.com/Headsnipe011/status/1086127372133388288

Top URLs in Tweet in G6:
[1] https://twitter.com/jourdanbb/status/1086654519566626823

Top Domains
Top Domains in Tweet in Entire Graph:
[7] twitter.com
[1] bonfire.com
[1] thehill.com
[1] washingtonpost.com

Top Domains in Tweet in G3:
[4] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[182] womensmarchdc
[72] womensmarch2019
[46] womensmarch
[22] truth
[18] muslimwomenmarch
[16] womenswave
[8] nativewomenmarch
[5] womensmarchnyc
[5] resist
[4] thisiswhatdemocracylookslike



Top Hashtags in Tweet in G1:
[44] womensmarchdc
[26] womensmarch
[23] womensmarch2019

Top Hashtags in Tweet in G2:
[20] truth
[11] womensmarch2019
[11] womensmarchdc
[2] womensmarch
[1] womenswave
[1] together

Top Hashtags in Tweet in G3:
[28] womensmarchdc
[7] womensmarch2019
[6] womensmarch
[3] womenswave
[2] womensmarchnyc
[1] silencedwomeninturkey
[1] ninaturner
[1] imwithher
[1] resist
[1] thisisdemocracy

Top Hashtags in Tweet in G4:
[18] womensmarchdc
[1] womensmarch2019
[1] womensmarchlosangeles
[1] womensmarchnyc
[1] womensmarchto
[1] womensmarchottawa
[1] womensmarchseattle

Top Hashtags in Tweet in G5:
[18] womensmarchdc
[18] muslimwomenmarch

Top Hashtags in Tweet in G6:
[10] womensmarchdc
[8] nativewomenmarch
[2] matriarchalsocieties
[2] womensmarchphoenix
[1] nativetwitter

Top Hashtags in Tweet in G7:
[4] womensmarchdc
[2] womensmarch2019
[2] capitalism
[2] bordersecurity
[2] america
[1] womenswwave

Top Hashtags in Tweet in G8:
[2] keepgoing
[1] womensmarchdc
[1] womensmarch2019

Top Hashtags in Tweet in G9:
[1] womensmarch2019
[1] womensmarchdc
[1] indigenouswomen

Top Hashtags in Tweet in G10:
[4] womensmarchdc
[4] womensmarch2019
[4] womenswave
[4] resist
[4] thisiswhatdemocracylookslike

Top Words
Top Words in Tweet in Entire Graph:
[73] Words in Sentiment List#1: Positive
[19] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3054] Non-categorized Words
[3146] Total Words
[182] womensmarchdc
[104] women
[102] womensmarch
[72] womensmarch2019
[47] cpatrickis

Top Words in Tweet in G1:
[72] womensmarch
[46] cpatrickis
[45] abc7news
[44] womensmarchdc
[31] dc
[23] muslim
[23] women
[23] march
[23] womensmarch2019
[19] happening

Top Words in Tweet in G2:
[40] rights
[21] favourite
[21] signs
[20] one
[20] far
[20] equal
[20] others
[20] mean
[20] less
[20] pie

Top Words in Tweet in G3:
[28] womensmarchdc
[10] women
[7] womensmarch2019
[6] womensmarch
[6] t
[5] s
[5] march
[3] womenswave
[3] one
[2] people

Top Words in Tweet in G4:
[18] womensmarchdc
[17] necessary
[16] alt_uscis

Top Words in Tweet in G5:
[36] women
[18] jewish
[18] meet
[18] muslim
[18] womensmarchdc
[18] beautiful
[18] muslimwomenmarch
[17] wardahkhalid_

Top Words in Tweet in G6:
[18] women
[10] indigenous
[10] womensmarchdc
[8] front
[8] s
[8] march
[8] dc
[8] nativewomenmarch
[7] jourdanbb
[2] let's

Top Words in Tweet in G7:
[5] realdonaldtrump
[4] womensmarchdc
[2] passing
[2] hotel
[2] chanting
[2] shame
[2] emoluments
[2] womensmarch
[2] womensmarch2019
[2] today

Top Words in Tweet in G8:
[2] believe
[2] fairness
[2] justice
[2] everyone
[2] keepgoing
[2] womensmarch
[2] ppact
[2] ppgenaction
[2] aclu

Top Words in Tweet in G9:
[5] stood
[5] onstage
[5] sisters
[5] many
[5] nations
[5] sang
[5] women
[5] warrior
[5] song
[5] phenomenal

Top Words in Tweet in G10:
[4] womensmarchdc
[4] womensmarch2019
[4] womenswave
[4] resist
[4] thisiswhatdemocracylookslike
[3] revolvevolve

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[42] muslim,women
[36] womensmarch,womensmarchdc
[27] womensmarch2019,womensmarch
[24] favourite,signs
[24] women,march
[24] march,womensmarch
[24] womensmarch,abc7news
[24] abc7news,womensmarch2019
[23] cpatrickis,muslim
[22] one,favourite

Top Word Pairs in Tweet in G1:
[24] womensmarch,womensmarchdc
[23] muslim,women
[23] women,march
[23] march,womensmarch
[23] womensmarch,abc7news
[23] abc7news,womensmarch2019
[23] womensmarch2019,womensmarch
[22] cpatrickis,muslim
[20] abc7news,womensmarchdc
[19] womensmarch,happening

Top Word Pairs in Tweet in G2:
[21] favourite,signs
[20] one,favourite
[20] signs,far
[20] far,equal
[20] equal,rights
[20] rights,others
[20] others,mean
[20] mean,less
[20] less,rights
[20] rights,pie

Top Word Pairs in Tweet in G3:
[4] women,s
[4] s,march
[3] womensmarch2019,womensmarchdc
[2] womensmarch,womensmarchdc
[2] womensmarchdc,womensmarch2019
[2] weren,t
[2] years,womensmarchdc

Top Word Pairs in Tweet in G4:
[17] necessary,womensmarchdc
[16] alt_uscis,necessary

Top Word Pairs in Tweet in G5:
[18] jewish,women
[18] women,meet
[18] meet,muslim
[18] muslim,women
[18] women,womensmarchdc
[18] womensmarchdc,beautiful
[18] beautiful,muslimwomenmarch
[17] wardahkhalid_,jewish

Top Word Pairs in Tweet in G6:
[10] indigenous,women
[8] women,front
[8] front,women
[8] women,s
[8] s,march
[8] march,dc
[8] dc,nativewomenmarch
[8] nativewomenmarch,womensmarchdc
[7] jourdanbb,indigenous
[2] let's,hear

Top Word Pairs in Tweet in G7:
[2] passing,realdonaldtrump
[2] realdonaldtrump,hotel
[2] hotel,chanting
[2] chanting,shame
[2] shame,emoluments
[2] emoluments,womensmarch
[2] womensmarch,womensmarchdc
[2] womensmarchdc,womensmarch2019
[2] today,m
[2] m,here

Top Word Pairs in Tweet in G8:
[2] believe,fairness
[2] fairness,justice
[2] justice,everyone
[2] everyone,keepgoing
[2] keepgoing,womensmarch
[2] womensmarch,ppact
[2] ppact,ppgenaction
[2] ppgenaction,aclu

Top Word Pairs in Tweet in G9:
[5] stood,onstage
[5] onstage,sisters
[5] sisters,many
[5] many,nations
[5] nations,sang
[5] sang,women
[5] women,warrior
[5] warrior,song
[5] song,phenomenal
[5] phenomenal,experience

Top Word Pairs in Tweet in G10:
[4] womensmarchdc,womensmarch2019
[4] womensmarch2019,womenswave
[4] womenswave,resist
[4] resist,thisiswhatdemocracylookslike
[3] revolvevolve,womensmarchdc

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@womensmarch
@cpatrickis
@abc7news
@mikehudema
@wardahkhalid_
@alt_uscis
@anism347
@jourdanbb
@trumphotels
@ab

Top Mentioned in G1:
@cpatrickis
@womensmarch
@abc7news
@trumphotels
@ab

Top Mentioned in G2:
@mikehudema
@anism347
@cpatrickis
@womensmarch
@abc7news

Top Mentioned in G4:
@alt_uscis
@kschmillen

Top Mentioned in G5:
@wardahkhalid_

Top Mentioned in G6:
@jourdanbb
@witespider

Top Mentioned in G7:
@realdonaldtrump
@womensmarch
@womenfortrump
@wealsoherdcats
@unitebluesc
@stephlgreen
@iwf
@iwv

Top Mentioned in G8:
@womensmarch
@ppact
@ppgenaction
@aclu
@ken_gonzo
@aftuni
@aftunion
@actblue
@ninaturner

Top Mentioned in G9:
@indigenia

Top Mentioned in G10:
@revolvevolve

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@lianabrooks
@justwhatnowwhy
@carlyinnj
@veroajila
@1drosepetals
@jcr914
@considerthis1
@amyayers16
@abc7news

Top Tweeters in G1:
@lianabrooks
@justwhatnowwhy
@carlyinnj
@1drosepetals
@abc7news
@wtf_imtooold
@docholly
@cathypegau
@mkferrante
@kathrynkemm

Top Tweeters in G2:
@considerthis1
@amyayers16
@suepeac
@deepinthehills
@kmfcounseling
@drpeterlang
@artbytlc
@sowalaura1
@majoad5
@jwynen

Top Tweeters in G3:
@missbeae
@heatherhunterdc
@susanlittlehal1
@advertisingdiva
@libertyislight
@susanandpets
@celeste0_o
@jscar
@the_politipod
@2sidesok

Top Tweeters in G4:
@jcr914
@lonegamer78
@rhonda_harbison
@motrpolitics1
@sonokocentral
@frannie1225
@artsycarol
@lilith_sees
@alejandnm
@pnc16basses

Top Tweeters in G5:
@veroajila
@nolaleyda
@cjmartin23
@ewokinla
@martyproust
@gingery4nk
@alicialalone
@wardahkhalid_
@se_dc_4life
@freestyle_mama

Top Tweeters in G6:
@dichristine
@maggiedeg4
@tempestdevyne
@deborahlorich
@witespider
@jourdanbb
@77klg7
@maestramex
@atliz

Top Tweeters in G7:
@realdonaldtrump
@iwf
@iwv
@unitebluesc
@stephlgreen
@victoriarcoley
@womenfortrump
@wealsoherdcats
@samkamkor

Top Tweeters in G8:
@aftunion
@aclu
@ppact
@ninaturner
@ken_gonzo
@ppgenaction
@actblue
@aftuni

Top Tweeters in G9:
@goodfox
@indigenia
@walkinginaustin
@vigilnatty
@aholliso

Top Tweeters in G10:
@mum2lg
@akllama22
@azsuzeq
@revolvevolve


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