#auroraborealis, Twitter, 1/25/2020 1:31:02 PM, 220264


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#auroraborealis_2020-01-25_05-18-15.xlsx
#auroraborealis_2020-01-25_05-18-15.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 25, 2020
Short Description:
#auroraborealis via NodeXL http://bit.ly/38Ci8aN
@astro_apps_uk
@bbcweather
@visitnorway
@astrohardin
@stormhour
@photolightsout
@aliciagarciaga6
@hoshi_and_a
@joaniegentian
@aurora_zone

Top hashtags:
#auroraborealis
#northernlights
#aurora
#space
#tech

Description:
Description
The graph represents a network of 1,729 Twitter users whose recent tweets contained "#auroraborealis", 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, 25 January 2020 at 13:19 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 38-minute period from Friday, 17 January 2020 at 09:18 UTC to Saturday, 25 January 2020 at 12:56 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 : 1729
Unique Edges : 2069
Edges With Duplicates : 647
Total Edges : 2716
Number of Edge Types : 5
Retweet : 944
Tweet : 331
MentionsInRetweet : 1173
Mentions : 254
Replies to : 14
Self-Loops : 351
Reciprocated Vertex Pair Ratio : 0.00145419292292778
Reciprocated Edge Ratio : 0.00290416263310745
Connected Components : 145
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 1471
Maximum Edges in a Connected Component : 2455
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.281177
Graph Density : 0.000691499046762205
Modularity : 0.696031
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 1,729 Twitter users whose recent tweets contained "#auroraborealis", 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, 25 January 2020 at 13:19 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 38-minute period from Friday, 17 January 2020 at 09:18 UTC to Saturday, 25 January 2020 at 12:56 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #auroraborealis
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://www.etsy.com/listing/767557123/green-rhinestone-kramer-earring-aurora?ref=listings_manager_grid
[11] https://www.facebook.com/MarlosFinds/
[8] https://www.etsy.com/listing/770912681/pastel-aurora-borealis-rhinestone-brooch?ref=shop_home_active_1
[7] https://www.etsy.com/JunkYardBlonde/listing/726366724/vintage-gold-aurora-borealis-crystal?utm_source=etsyfu&utm_medium=api&utm_campaign=api
[5] https://www.forbes.com/sites/sandramacgregor/2020/01/09/discover-why-edmonton-is-one-of-canadas-hottest-destinations/#2a8dc4b44967
[5] https://etsy.me/2s4OHx6
[5] https://etsy.me/2upyAeh
[4] https://twitter.com/Russia/status/1217040263916539905
[4] https://www.amazon.com/Iceland-Travel-Guide-Jenna-Gottlieb/dp/1640494421/ref=cm_cr_arp_d_product_top?ie=UTF8
[4] https://etsy.me/2s4zv33

Top URLs in Tweet in G4:
[1] https://www.facebook.com/BrianDrourrPhoto/
[1] https://500px.com/ottomrlee
[1] http://www.savoca.ch
[1] https://twitter.com/NightLights_AM/status/1220667032460460032

Top URLs in Tweet in G5:
[14] https://www.etsy.com/listing/767557123/green-rhinestone-kramer-earring-aurora?ref=listings_manager_grid
[11] https://www.facebook.com/MarlosFinds/
[8] https://www.etsy.com/listing/770912681/pastel-aurora-borealis-rhinestone-brooch?ref=shop_home_active_1
[7] https://www.etsy.com/JunkYardBlonde/listing/726366724/vintage-gold-aurora-borealis-crystal?utm_source=etsyfu&utm_medium=api&utm_campaign=api
[5] https://www.forbes.com/sites/sandramacgregor/2020/01/09/discover-why-edmonton-is-one-of-canadas-hottest-destinations/#2a8dc4b44967
[5] https://etsy.me/2s4OHx6
[5] https://etsy.me/2upyAeh
[4] https://etsy.me/2s4zv33
[4] https://etsy.me/2FlGyLZ
[4] https://etsy.me/2BQVQ5P

Top URLs in Tweet in G6:
[2] https://www.etsy.com/ThePinkMonkeyCompany/listing/544990278/vintage-necklace-set-aurora-borealis?utm_source=etsyfu&utm_medium=api&utm_campaign=api
[2] https://twitter.com/bbcweather/status/1220277573759971328
[2] https://twitter.com/NightLights_AM/status/1220340042226458624
[2] https://www.etsy.com/Designsbytiffanyw/listing/757542388/galaxy-painted-picture-frame-4x6?utm_campaign=Share&utm_medium=social_organic&utm_source=MSMT&utm_term=so.smt&share_time=1579896184000
[1] https://twitter.com/ID_Photo_Graphy/status/1040556823940673539
[1] https://www.instagram.com/p/B7bXK5sHAoc/?igshid=1u5fysgai184x
[1] https://twitter.com/DiscoverIreland/status/1218227782045577217
[1] https://kawaiisquirrel.co.uk/collections/all/products/grab-bag-flat-back-bundle-of-25-sparkly-ab-shimmer-pieces
[1] https://kawaiisquirrel.co.uk/collections/new/products/pink-butterfly-glittery-ab-resin-charm-20mm
[1] https://www.instagram.com/p/B7cM9vqHQk1/

Top URLs in Tweet in G7:
[2] http://www.thegoldenscope.com
[1] https://salamapaja.fi/tours/tours_eng/lapland-winter-paradise/
[1] https://twitter.com/CaptureNorth/status/1217977668861296641
[1] https://www.instagram.com/p/B7oejAepnVm/

Top URLs in Tweet in G10:
[3] http://liberoviandante.altervista.org/abisko-e-la-lapponia-svedese/
[1] https://www.theaurorazone.com/about-the-aurora/the-northern-lights-blog/item/471-20-new-northern-lights-trips-for-2020?utm_source=&utm_medium=&utm_campaign=
[1] https://www.theaurorazone.com/destinations/northern-lights-holidays-to-norway?utm_source=&utm_medium=&utm_campaign=
[1] https://www.theaurorazone.com/search#?FL.Location=Saariselk%C3%A4&sort=ordering|ASC&page=1
[1] https://twitter.com/cogie_s/status/1219411618687279105
[1] https://www.aurorahunter.com/aurorahunting/2020/whisper-in-the-night/
[1] https://www.europediaries.com/northern-lights-in-sweden/

Top Domains
Top Domains in Tweet in Entire Graph:
[64] etsy.me
[57] etsy.com
[33] instagram.com
[28] twitter.com
[13] facebook.com
[13] youtube.com
[5] forbes.com
[4] co.uk
[4] amazon.com
[3] theaurorazone.com

Top Domains in Tweet in G4:
[1] facebook.com
[1] 500px.com
[1] savoca.ch
[1] twitter.com

Top Domains in Tweet in G5:
[64] etsy.me
[51] etsy.com
[11] facebook.com
[11] youtube.com
[5] forbes.com
[2] irishastronomy.org
[2] gc.ca
[2] instagram.com
[2] ticketleap.com
[2] twitter.com

Top Domains in Tweet in G6:
[21] instagram.com
[9] twitter.com
[6] etsy.com
[3] co.uk
[2] youtube.com
[1] sky.com
[1] google.com
[1] ahoymatey.blog
[1] avon.ca
[1] audinova.de

Top Domains in Tweet in G7:
[2] thegoldenscope.com
[1] salamapaja.fi
[1] twitter.com
[1] instagram.com

Top Domains in Tweet in G10:
[3] theaurorazone.com
[3] altervista.org
[1] twitter.com
[1] aurorahunter.com
[1] europediaries.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1358] auroraborealis
[547] northernlights
[243] aurora
[190] space
[186] tech
[186] tuesdaythoughts
[146] norway
[115] ab
[104] vintage
[95] rhinestone



Top Hashtags in Tweet in G1:
[104] auroraborealis
[103] northernlights

Top Hashtags in Tweet in G2:
[1] pinkfloyd
[1] auroraborealis

Top Hashtags in Tweet in G3:
[181] auroraborealis
[179] space
[179] tech
[179] tuesdaythoughts
[2] goprofusion
[2] gopro
[2] goprohero
[2] capturedifferent
[2] northernlights
[2] stormhour

Top Hashtags in Tweet in G4:
[70] northernlights
[66] aurora
[60] auroraborealis
[38] canada
[30] ontario
[27] howdoyoufacetheoutdoors
[27] gopro
[16] photography
[16] nature
[12] timelapse

Top Hashtags in Tweet in G5:
[272] auroraborealis
[114] ab
[103] vintage
[94] rhinestone
[92] earrings
[57] northernlights
[50] etsy
[49] etsywedding
[39] fashion
[38] necklace

Top Hashtags in Tweet in G6:
[106] auroraborealis
[34] northernlights
[13] aurora
[12] iceland
[10] norway
[7] travel
[7] northernlightsdemo
[7] fridayfeeling
[7] scienceiscool
[7] environmentalstudies

Top Hashtags in Tweet in G7:
[88] auroraborealis
[73] northernlights
[50] aurora
[45] alaska
[39] nightsky
[34] colours
[21] finland
[14] lapland
[11] blizzard2020
[11] minnesota

Top Hashtags in Tweet in G8:
[91] auroraborealis
[80] goodnight
[80] friends
[14] buenasnoches
[14] amigos
[10] nightsky
[9] nightphotography
[9] astrophotography
[9] northernlights
[7] aurora

Top Hashtags in Tweet in G9:
[104] auroraborealis
[86] pashadelic
[84] leofoto
[75] norway
[70] troms
[57] pentax
[41] finland
[40] tromso
[32] norge
[32] milkyway

Top Hashtags in Tweet in G10:
[35] auroraborealis
[33] northernlights
[20] aurora
[11] lapland
[10] norway
[5] adventures
[5] travel
[5] visitnorway
[5] nature
[5] photography

Top Words
Top Words in Tweet in Entire Graph:
[1717] Words in Sentiment List#1: Positive
[1055] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[42885] Non-categorized Words
[45659] Total Words
[2161] #auroraborealis
[876] #northernlights
[791] northern
[672] lights
[450] aurora

Top Words in Tweet in G1:
[311] #auroraborealis
[310] cloud
[310] breaks
[310] scotland
[310] tonight
[310] chance
[310] display
[310] #northernlights
[208] better
[208] northern

Top Words in Tweet in G2:
[270] northern
[270] #auroraborealis
[269] relax
[269] chill
[269] time
[269] incredible
[269] natural
[269] phenomenon
[269] lights
[269] aurora

Top Words in Tweet in G3:
[183] #auroraborealis
[181] northern
[181] lights
[179] international
[179] space
[179] station
[179] soars
[179] above
[179] #space
[179] #tech

Top Words in Tweet in G4:
[159] #auroraborealis
[109] #northernlights
[94] stormhour
[82] thephotohour
[79] #aurora
[72] #canada
[61] sky
[58] b_ubiquitous
[47] tamithaskov
[46] lights

Top Words in Tweet in G5:
[323] #auroraborealis
[157] shop
[152] marlosmarvelousfinds
[152] #vintage
[114] #ab
[105] etsy
[94] #rhinestone
[92] #earrings
[89] daily
[85] #etsywedding

Top Words in Tweet in G6:
[107] #auroraborealis
[34] #northernlights
[17] lights
[16] northern
[15] aurora
[13] #aurora
[13] see
[12] #iceland
[10] #norway
[7] one

Top Words in Tweet in G7:
[121] #auroraborealis
[87] #northernlights
[52] #aurora
[49] #alaska
[43] #nightsky
[36] amazing
[34] one
[34] displays
[34] seen
[34] #colours

Top Words in Tweet in G8:
[97] #auroraborealis
[80] #goodnight
[80] #friends
[14] #buenasnoches
[14] #amigos
[11] lights
[10] #nightsky
[10] #northernlights
[9] #nightphotography
[9] #astrophotography

Top Words in Tweet in G9:
[108] #auroraborealis
[86] #pashadelic
[86] #pentax
[84] #leofoto
[75] #norway
[70] #troms
[42] #milkyway
[41] #finland
[40] 一度まとめてみます
[40] 極夜のノルウェー

Top Words in Tweet in G10:
[89] #auroraborealis
[57] #northernlights
[50] aurora
[46] night
[45] #aurora
[34] gt
[24] before
[24] #stormhour
[24] norway
[23] cloud

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[555] northern,lights
[318] cloud,breaks
[318] scotland,tonight
[318] #auroraborealis,display
[318] display,#northernlights
[313] aurora,borealis
[283] lights,aurora
[281] relax,chill
[281] chill,time
[281] time,incredible

Top Word Pairs in Tweet in G1:
[310] cloud,breaks
[310] scotland,tonight
[310] #auroraborealis,display
[310] display,#northernlights
[208] better,chance
[208] chance,cloud
[208] breaks,northern
[208] northern,scotland
[208] tonight,added
[208] added,bonus

Top Word Pairs in Tweet in G2:
[269] relax,chill
[269] chill,time
[269] time,incredible
[269] incredible,natural
[269] natural,phenomenon
[269] phenomenon,northern
[269] northern,lights
[269] lights,aurora
[269] aurora,borealis
[269] borealis,over

Top Word Pairs in Tweet in G3:
[181] northern,lights
[179] international,space
[179] space,station
[179] station,soars
[179] soars,above
[179] above,northern
[179] lights,#auroraborealis
[179] #auroraborealis,#space
[179] #space,#tech
[179] #tech,#tuesdaythoughts

Top Word Pairs in Tweet in G4:
[56] thephotohour,stormhour
[43] #aurora,#auroraborealis
[36] #northernlights,#auroraborealis
[33] #manitoba,#canada
[31] #auroraborealis,#northernlights
[30] always,amazing
[30] amazing,experience
[30] experience,see
[30] see,beautiful
[30] beautiful,lights

Top Word Pairs in Tweet in G5:
[105] marlosmarvelousfinds,etsy
[105] etsy,shop
[100] #auroraborealis,#ab
[84] #ab,#rhinestone
[71] #earrings,marlosmarvelousfinds
[61] #etsywedding,#ukweddings
[60] #rhinestone,#earrings
[52] #etsy,shop
[47] marlosmarvelousfinds,#etsy
[46] stop,listings

Top Word Pairs in Tweet in G6:
[15] northern,lights
[12] #northernlights,#auroraborealis
[11] #auroraborealis,#northernlights
[7] aurora,borealis
[7] #northernlightsdemo,#auroraborealis
[7] #auroraborealis,#fridayfeeling
[7] #fridayfeeling,#scienceiscool
[7] #scienceiscool,#environmentalstudies
[6] #aurora,#auroraborealis
[6] #environmentalstudies,#sciencedemo

Top Word Pairs in Tweet in G7:
[60] #auroraborealis,#northernlights
[39] #aurora,#auroraborealis
[34] one,amazing
[34] amazing,displays
[34] displays,seen
[34] seen,#alaska
[34] #alaska,#aurora
[34] #northernlights,#colours
[34] #colours,#nightsky
[34] #nightsky,#spaceweather

Top Word Pairs in Tweet in G8:
[80] #goodnight,#friends
[80] #friends,#auroraborealis
[14] #auroraborealis,#buenasnoches
[14] #buenasnoches,#amigos
[9] #nightsky,#nightphotography
[9] #nightphotography,#astrophotography
[9] #astrophotography,#northernlights
[8] #aurora,#auroraborealis
[7] #northernlights,#aurora
[6] northern,lights

Top Word Pairs in Tweet in G9:
[41] #auroraborealis,#milkyway
[40] 一度まとめてみます,極夜のノルウェー
[40] 極夜のノルウェー,大自然を感じる写真を4枚
[40] 大自然を感じる写真を4枚,#norway
[40] #norway,#tromso
[40] #tromso,#troms
[40] #troms,#pashadelic
[40] #pashadelic,#auroraborealis
[40] #auroraborealis,#pentax
[40] #pentax,#leofoto

Top Word Pairs in Tweet in G10:
[24] #auroraborealis,#stormhour
[22] aurora,norway
[22] norway,cloud
[22] cloud,dodging
[22] dodging,before
[22] before,aurora
[22] aurora,danced
[22] danced,tuesday
[22] tuesday,night
[22] night,thanks

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@visitnorway
@astrohardin
@etsy
@stormhour
@thephotohour
@b_ubiquitous
@tamithaskov
@weathernetwork
@ollietphoto
@outdoorphotomag

Top Mentioned in G1:
@metoffice

Top Mentioned in G2:
@visitnorway

Top Mentioned in G3:
@astrohardin
@gopro
@thealaskalife
@visitnorway

Top Mentioned in G4:
@stormhour
@thephotohour
@b_ubiquitous
@tamithaskov
@weathernetwork
@outdoorphotomag
@chunder10
@treetanner
@auroranotify
@scottrockphoto

Top Mentioned in G5:
@etsy
@youtube
@intheknow
@astro_christina
@stormhour
@thecircleatzrh
@thephotohour
@marlosfinds
@joaniegentian
@dianebrandonvib

Top Mentioned in G6:
@likely2l

Top Mentioned in G7:
@nikonusa
@lightroom
@lrtimelapse
@janiylinampa
@finninfocom
@visualsofjulius
@visityllas
@7fellshostel
@visitnorway

Top Mentioned in G8:
@visitnorway
@klatubaradaniko
@webcamsdemexico
@etsy

Top Mentioned in G10:
@ollietphoto
@lairgandrogart
@visitabisko
@lappevienviagg
@viaggio_critico
@thephotohour
@stormhour
@astrohardin
@abiskoonline

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@akpolyme
@ejlazar
@renaissancefai
@angelamortimer2
@smilingbluedog
@szilviade_
@ericdemarylebon
@jilliemary
@dawnclark6

Top Tweeters in G1:
@slimchick1900
@lalojimjuarez
@bbcnews
@turfline
@gabe55gabe
@petergrant19
@interimspace
@justmemarie2
@metoffice
@tomsingleton4

Top Tweeters in G2:
@edjlazar
@ceciliaegan1
@bob_stinson1234
@bernelarry
@loudshin
@sydsalesman
@stepanafanas
@amrita_dutt
@breakingkind
@blackrosie89

Top Tweeters in G3:
@filafresh
@szilviade_
@tubular_bells05
@sudeepkhatri
@bellalilli16
@karlos_240
@b1e56df9ce6549f
@chanyatang2
@ggtidbegcypcxdo
@queenie_eyes55

Top Tweeters in G4:
@jmlpyt
@abrazaq
@tayyaba__94
@addyiceangel
@stormhour
@brucepknight
@kikichen1014
@tdzwilewski
@five15design
@500pxrtg

Top Tweeters in G5:
@renaissancefai
@smilingbluedog
@reneeandsharon
@linda_u_w_a
@marlosfinds
@johngermaine
@junkyardblonde
@uksmallbizrt
@rockethulsey
@livegreenordie

Top Tweeters in G6:
@peacewtf
@marygerdt
@teresacooper
@jpaint
@bgsbeautycare
@priyaflorence
@hoookss
@dryuillkirkwood
@cartogeek
@lethers

Top Tweeters in G7:
@ericdemarylebon
@anselmonadir
@jetcitystar
@turkiantof
@laurabergerol
@tripplannermama
@sansan1377
@g____b____
@todd_scheve
@vesuviaadelia

Top Tweeters in G8:
@ejlazar
@jilliemary
@flipthescript8
@shadowdogdesign
@shirfire218
@semrasevimli44
@juwadikimiyaho2
@marie_nassar
@aliciagarciaga6
@oi__4i

Top Tweeters in G9:
@winwin88
@t_nooboo
@sachiyo186
@wheeracle
@takita_ryo
@ziobono_summer
@rhodanum
@ma_ya_mo_ri
@doktorgrlfriend
@monet_vane

Top Tweeters in G10:
@barin_moon
@albertlenin_1
@mactavish
@tartanroots
@weeklycomedy
@cassyc2107
@cookiesinheaven
@stormhourmark
@carmen_corinnet
@andy_stones