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#WomensMarchTO_2019-01-19_10-37-02.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
January 19, 2019
Short Description:
#WomensMarchTO via NodeXL http://bit.ly/2Dn68xn
@womenmarchonto
@cdnwomenfdn
@farrahsafiakhan
@taylorvthompson
@lindainred
@digestibledata
@osstftoronto
@womenoma
@mel_graham
@dxcsummit

Top hashtags:
#womensmarchto
#womensmarch2019
#wewillnotgoback
#womenswave2019

Description:
Description
The graph represents a network of 219 Twitter users whose recent tweets contained "#WomensMarchTO", 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 9-day, 15-hour, 20-minute period from Thursday, 10 January 2019 at 03:16 UTC to Saturday, 19 January 2019 at 18:36 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 : 219
Unique Edges : 283
Edges With Duplicates : 96
Total Edges : 379
Self-Loops : 56
Reciprocated Vertex Pair Ratio : 0.0140845070422535
Reciprocated Edge Ratio : 0.0277777777777778
Connected Components : 24
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 178
Maximum Edges in a Connected Component : 340
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.204908
Graph Density : 0.00603242428050773
Modularity : 0.557454
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://twitter.com/kristynwongtam/status/1086356452288151553
[3] https://twitter.com/WomenMarchOnTO/status/1084874329609900034
[3] http://ofl.ca/wp-content/uploads/Why-We-March-womens-march-2019.pdf
[2] https://twitter.com/ayanangsha/status/1086676979795914752
[1] https://twitter.com/cdnwomenfdn/status/1086676677906829312
[1] https://womenmarchontoronto.nationbuilder.com/speaker_performer_bios
[1] https://twitter.com/cbcalerts/status/1086672584106799104
[1] https://twitter.com/TheQueenLiberty/status/1086662894807322625
[1] https://twitter.com/FiorediNotte33/status/1083422795021746177
[1] http://www.womensmarchcanada.com

Top URLs in Tweet in G1:
[3] https://twitter.com/kristynwongtam/status/1086356452288151553
[1] https://www.instagram.com/p/Bsin50GHrcy/
[1] https://womenmarchontoronto.nationbuilder.com/march_info
[1] https://www.instagram.com/p/BsbDfG9H2db/
[1] https://twitter.com/WomenMarchOnTO/status/1083411729902718977
[1] https://www.instagram.com/p/Bsnl8dsnUAL/
[1] https://twitter.com/farrahsafiakhan/status/1086627651605823495
[1] https://www.facebook.com/events/1185785271560481/
[1] https://twitter.com/WomenMarchOnTO/status/1084874329609900034

Top URLs in Tweet in G2:
[1] http://www.womensmarchcanada.com

Top URLs in Tweet in G3:
[3] http://ofl.ca/wp-content/uploads/Why-We-March-womens-march-2019.pdf
[1] https://www.facebook.com/events/516125965555840/

Top URLs in Tweet in G5:
[1] https://twitter.com/womenmarchonto/status/1086057189989482497
[1] https://twitter.com/WomenMarchOnTO/status/1086420004424294405
[1] https://twitter.com/TheQueenLiberty/status/1086662894807322625
[1] https://twitter.com/FiorediNotte33/status/1083422795021746177
[1] https://womenmarchontoronto.nationbuilder.com/speaker_performer_bios
[1] https://twitter.com/cdnwomenfdn/status/1086676677906829312

Top URLs in Tweet in G7:
[1] https://twitter.com/cbcalerts/status/1086672584106799104
[1] http://www.democracyxchange.org/sessions/dxc-conversation-salon-women-power-and-intersectionality/

Top URLs in Tweet in G9:
[2] https://twitter.com/WomenMarchOnTO/status/1084874329609900034
[1] https://twitter.com/kristynwongtam/status/1086356452288151553

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[198] womensmarchto
[82] womensmarch2019
[61] wewillnotgoback
[12] womenswave2019
[11] osstftoronto
[10] womensmarch
[9] womenmarchontoronto
[8] marchingmds
[7] womenswave
[2] yyz



Top Hashtags in Tweet in G1:
[56] womensmarchto
[53] wewillnotgoback
[13] womensmarch2019
[1] transrightsarehumanrights
[1] womenmarchca
[1] genderequity
[1] cdnpoli
[1] solidarityforever

Top Hashtags in Tweet in G2:
[49] womensmarchto
[33] womensmarch2019
[11] womenswave2019
[8] marchingmds
[4] wewillnotgoback
[3] womenmarchontoronto
[2] ableism
[2] womenswave
[1] womensmarch

Top Hashtags in Tweet in G3:
[10] womensmarchto
[3] womensmarch2019
[3] womenmarchontoronto
[2] canlab
[2] canfem
[2] onpoli
[2] topoli
[1] genderparity
[1] powerofmany
[1] women

Top Hashtags in Tweet in G4:
[21] womensmarch2019
[18] womensmarchto
[8] womensmarch

Top Hashtags in Tweet in G5:
[13] womensmarchto
[3] womensmarch2019
[2] womensrights
[1] girlsrights
[1] iamenough
[1] mentalhealthawareness
[1] indigenousrights
[1] kindnessmatters
[1] womensmarch
[1] pedophilia

Top Hashtags in Tweet in G6:
[20] womensmarchto
[11] osstftoronto
[3] womenmarchontoronto
[2] womensmarch2019
[1] womenswave2019

Top Hashtags in Tweet in G7:
[3] womensmarchto
[1] pussyhat
[1] womensmarch2019
[1] dxc19
[1] wewillnotgoback

Top Hashtags in Tweet in G8:
[1] dirittidelledonne
[1] roma
[1] rome
[1] milano
[1] womensmarch2019
[1] womensmarchto
[1] canada
[1] yyz
[1] 19gennaio

Top Hashtags in Tweet in G9:
[6] womensmarchto
[3] wewillnotgoback

Top Hashtags in Tweet in G10:
[4] womensmarchto
[4] womenswave

Top Words
Top Words in Tweet in Entire Graph:
[209] Words in Sentiment List#1: Positive
[80] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[4958] Non-categorized Words
[5247] Total Words
[201] womensmarchto
[102] womenmarchonto
[82] womensmarch2019
[81] march
[61] wewillnotgoback

Top Words in Tweet in G1:
[83] womenmarchonto
[56] womensmarchto
[53] wewillnotgoback
[37] march
[33] saturday
[29] bundle
[29] up
[27] year
[23] join
[23] farrahsafiakhan

Top Words in Tweet in G2:
[49] womensmarchto
[33] women
[33] womensmarch2019
[27] march
[20] s
[19] cdnwomenfdn
[16] taylorvthompson
[15] nathan
[15] phillip
[15] square

Top Words in Tweet in G3:
[12] sisters
[11] t
[11] torontolabour
[11] s
[10] womensmarchto
[9] think
[9] womenmarchonto
[9] sign
[9] making
[8] laurathompson82

Top Words in Tweet in G4:
[21] womensmarch2019
[18] womensmarchto
[13] digestibledata
[9] cold
[8] never
[8] womensmarch
[3] cdnwomenfdn
[2] tried
[2] discourage
[2] disempower

Top Words in Tweet in G5:
[13] womensmarchto
[4] march
[4] women
[3] cold
[3] womensmarch2019
[2] saturday
[2] go
[2] back
[2] even
[2] weather

Top Words in Tweet in G6:
[20] osstftoronto
[20] womensmarchto
[6] women
[4] intrepid
[4] allies
[4] way
[4] look
[4] flag
[4] around
[4] south

Top Words in Tweet in G7:
[3] womensmarchto
[2] womenmarchonto
[2] bhutilakarpoche
[2] join
[2] women

Top Words in Tweet in G9:
[9] womensmarchto
[6] love
[6] sounds
[3] womenmarchonto
[3] wewillnotgoback
[3] wetalkwomen
[3] tell
[3] 60
[3] 000
[3] strong

Top Words in Tweet in G10:
[4] making
[4] signs
[4] womensmarchto
[4] womenswave
[3] womenoma
[3] against
[2] sharonbal8
[2] amazing
[2] luckyoxen
[2] sharon

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[56] womensmarchto,wewillnotgoback
[33] bundle,up
[23] march,toronto
[22] womensmarchto,womensmarch2019
[19] getting,ready
[19] womensmarch2019,womensmarchto
[19] saturday,womensmarchto
[18] snowy,frosty
[18] frosty,march
[18] toronto,bundle

Top Word Pairs in Tweet in G1:
[50] womensmarchto,wewillnotgoback
[29] bundle,up
[18] saturday,womensmarchto
[17] snowy,frosty
[17] frosty,march
[17] march,toronto
[17] toronto,bundle
[17] up,join
[17] join,saturday
[16] womenmarchonto,snowy

Top Word Pairs in Tweet in G2:
[15] nathan,phillip
[15] phillip,square
[11] big,crowd
[11] crowd,nathan
[11] square,womens
[11] womens,march
[11] march,weather
[11] weather,t
[11] t,stop
[11] stop,womensmarchto

Top Word Pairs in Tweet in G3:
[9] womenmarchonto,sign
[9] sign,making
[8] t,think
[8] think,better
[8] better,way
[8] way,start
[8] start,womenmarchonto
[8] making,room
[8] room,torontolabour
[8] torontolabour,sisters

Top Word Pairs in Tweet in G4:
[9] womensmarchto,womensmarch2019
[8] cold,never
[8] never,womensmarchto
[7] digestibledata,cold
[7] womensmarchto,womensmarch
[7] womensmarch,womensmarch2019
[5] digestibledata,womensmarchto
[2] womensmarch2019,womensmarchto
[2] cdnwomenfdn,tried
[2] tried,discourage

Top Word Pairs in Tweet in G5:
[3] womensmarch2019,womensmarchto
[2] womensmarchto,saturday
[2] go,back

Top Word Pairs in Tweet in G6:
[7] osstftoronto,womensmarchto
[6] womensmarchto,osstftoronto
[4] intrepid,osstftoronto
[4] osstftoronto,women
[4] women,allies
[4] allies,way
[4] way,womensmarchto
[4] womensmarchto,look
[4] look,flag
[4] flag,around

Top Word Pairs in Tweet in G9:
[6] love,sounds
[3] tell,love
[3] sounds,love
[3] sounds,60
[3] 60,000
[3] 000,strong
[3] strong,womensmarchto
[3] womensmarchto,womensmarchto
[2] wetalkwomen,tell
[2] womensmarchto,https

Top Word Pairs in Tweet in G10:
[4] making,signs
[2] amazing,luckyoxen
[2] luckyoxen,sharon
[2] sharon,burey
[2] burey,making
[2] signs,womensmarchto
[2] womensmarchto,womenswave
[2] julian,making
[2] signs,womenoma
[2] womenoma,womenswave

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@womenmarchonto
@farrahsafiakhan
@cdnwomenfdn
@taylorvthompson
@digestibledata
@osstftoronto
@torontolabour
@womenoma
@laurathompson82
@omsaofficial

Top Mentioned in G1:
@womenmarchonto
@farrahsafiakhan
@sandela
@ywca_canada
@vickitabhatt
@wetalkwomen

Top Mentioned in G2:
@cdnwomenfdn
@taylorvthompson
@womenoma
@omsaofficial
@farrahsafiakhan
@kristynwongtam
@osstftoronto
@womenmarchonto
@mel_graham

Top Mentioned in G3:
@torontolabour
@womenmarchonto
@laurathompson82
@oflabour
@oectaprov
@yorkoecta
@t
@fordnation
@tect951
@osstftoronto

Top Mentioned in G4:
@digestibledata
@cdnwomenfdn

Top Mentioned in G6:
@osstftoronto
@womenmarchonto
@cdnwomenfdn
@taylorvthompson
@mobileappqueen
@enenbee

Top Mentioned in G7:
@womenmarchonto
@bhutilakarpoche
@carriehewins
@spencer_hm
@kathleen_wynne
@blindgirlinc
@feathermaker
@denisesiele

Top Mentioned in G8:
@uscwomensrowing
@uclawomensgolf
@wmnsmarchla
@justice4saudiw
@jewishvoice

Top Mentioned in G9:
@womenmarchonto
@wetalkwomen
@womensmarchto
@sandela
@farrahsafiakhan

Top Mentioned in G10:
@womenoma
@sharonbal8
@luckyoxen

Top Tweeters
Top Tweeters in Entire Graph:
@amoravcov
@l82be
@januaryhandl
@greenurlifenow
@ladysolitaire83
@scooterissima
@afutterer
@cjmartin23
@happybowwow
@ezralevant

Top Tweeters in G1:
@scooterissima
@allthecdnpoli
@parrythehoot
@dreamitnowdoit
@mikeopseu
@pkbwood
@moonklutz
@nrandco
@fashionmomage
@teresa_kelly

Top Tweeters in G2:
@l82be
@januaryhandl
@greenurlifenow
@ladysolitaire83
@happybowwow
@sheridorsey101
@bevazevedo
@reddogcw
@coryjudson
@personalitty

Top Tweeters in G3:
@lindainred
@toronto_bot
@danaboettger
@lavender_blume
@tracieedward
@smilingflower
@oectaprov
@torontolabour
@oflabour
@t

Top Tweeters in G4:
@afutterer
@quilombosfera
@shesconnected
@susana_tupper
@laikawilson
@skandhala
@jvsetzler
@isandewsmom
@onlyoatmeal
@unionflweranna

Top Tweeters in G5:
@bevrobertson3
@ausmalik
@easysimplesmart
@linnyqat
@kbarne2
@torra01
@ronniee67684143
@leyahfadea
@care_gift_elves
@twiriresearch

Top Tweeters in G6:
@ironsharky
@canadianpoli
@osstftoronto
@mobileappqueen
@marthahradowy
@osstfd28
@arshallader
@enenbee
@think_barbara
@osstftreasurer

Top Tweeters in G7:
@dawnbazely
@kathleen_wynne
@spencer_hm
@denisesiele
@bhutilakarpoche
@feathermaker
@dxcsummit
@blindgirlinc
@carriehewins

Top Tweeters in G8:
@jewishvoice
@justice4saudiw
@uclawomensgolf
@wmnsmarchla
@uscwomensrowing
@sundml

Top Tweeters in G9:
@martysnowpaw
@klippert
@wetalkwomen
@nightwoodtheat
@womensmarchto

Top Tweeters in G10:
@akllama22
@sharonbal8
@drsananth
@luckyoxen


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