#auroraborealis, Twitter, 1/25/2020 11:56:20 AM, 220262


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#auroraborealis_2020-01-25_03-31-48.xlsx
#auroraborealis_2020-01-25_03-31-48.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 25, 2020
Short Description:
#auroraborealis via NodeXL http://bit.ly/37piYYk
@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 1,721 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 11:39 UTC.

The tweets in the network were tweeted over the 8-day, 1-hour, 56-minute period from Friday, 17 January 2020 at 09:18 UTC to Saturday, 25 January 2020 at 11:15 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 : 1721
Unique Edges : 2062
Edges With Duplicates : 638
Total Edges : 2700
Number of Edge Types : 5
Retweet : 937
MentionsInRetweet : 1168
Tweet : 330
Replies to : 13
Mentions : 252
Self-Loops : 350
Reciprocated Vertex Pair Ratio : 0.00146056475170399
Reciprocated Edge Ratio : 0.00291686922702965
Connected Components : 144
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 1462
Maximum Edges in a Connected Component : 2434
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.267899
Graph Density : 0.000694904260638082
Modularity : 0.697035
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 1,721 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 11:39 UTC.

The tweets in the network were tweeted over the 8-day, 1-hour, 56-minute period from Friday, 17 January 2020 at 09:18 UTC to Saturday, 25 January 2020 at 11:15 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:
[2] http://www.thegoldenscope.com
[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://www.instagram.com/p/B7uWuCNlHc5/
[1] https://www.instagram.com/p/B7efDPFFx0U/
[1] https://www.instagram.com/p/B7ik7zElDJk/
[1] https://www.instagram.com/p/B7lLasIlsOP/
[1] https://www.instagram.com/p/B7s4UxYFXF5/
[1] https://www.instagram.com/p/B7s4i-alxBN/

Top URLs in Tweet in G5:
[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 G6:
[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 G7:
[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 Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1349] auroraborealis
[542] northernlights
[241] aurora
[190] space
[186] tech
[186] tuesdaythoughts
[144] norway
[114] ab
[101] vintage
[94] 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:
[117] auroraborealis
[112] northernlights
[70] aurora
[51] alaska
[41] nightsky
[35] colours
[24] lapland
[22] finland
[12] nature
[11] photography

Top Hashtags in Tweet in G5:
[69] northernlights
[65] aurora
[59] auroraborealis
[38] canada
[30] ontario
[27] howdoyoufacetheoutdoors
[27] gopro
[16] photography
[16] nature
[12] iceland

Top Hashtags in Tweet in G6:
[269] auroraborealis
[113] ab
[100] vintage
[93] rhinestone
[92] earrings
[57] northernlights
[50] etsy
[49] etsywedding
[38] fashion
[38] necklace

Top Hashtags in Tweet in G7:
[106] auroraborealis
[33] northernlights
[12] aurora
[12] iceland
[10] norway
[7] travel
[7] northernlightsdemo
[7] fridayfeeling
[7] scienceiscool
[7] environmentalstudies

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:
[103] auroraborealis
[85] pashadelic
[83] leofoto
[75] norway
[70] troms
[56] pentax
[40] finland
[40] tromso
[32] norge
[32] milkyway

Top Hashtags in Tweet in G10:
[54] auroraborealis
[54] stormhour
[52] earthcapture
[36] northernlights
[26] norway
[7] astronomy
[5] thephotohour
[4] aurora
[3] scottishborders
[3] scotlandisnow

Top Words
Top Words in Tweet in Entire Graph:
[1705] Words in Sentiment List#1: Positive
[1053] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[42504] Non-categorized Words
[45264] Total Words
[2145] #auroraborealis
[867] #northernlights
[789] northern
[667] lights
[447] aurora

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

Top Words in Tweet in G2:
[269] northern
[269] #auroraborealis
[268] relax
[268] chill
[268] time
[268] incredible
[268] natural
[268] phenomenon
[268] lights
[268] 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:
[188] #auroraborealis
[159] #northernlights
[96] #aurora
[62] #alaska
[48] #nightsky
[42] night
[38] amazing
[38] lights
[35] one
[35] displays

Top Words in Tweet in G5:
[158] #auroraborealis
[108] #northernlights
[94] stormhour
[82] thephotohour
[78] #aurora
[71] #canada
[61] sky
[57] b_ubiquitous
[47] tamithaskov
[46] lights

Top Words in Tweet in G6:
[320] #auroraborealis
[154] shop
[149] #vintage
[149] marlosmarvelousfinds
[113] #ab
[102] etsy
[93] #rhinestone
[92] #earrings
[89] daily
[83] #etsywedding

Top Words in Tweet in G7:
[107] #auroraborealis
[33] #northernlights
[17] lights
[16] aurora
[16] northern
[12] #aurora
[12] #iceland
[12] see
[10] #norway
[8] borealis

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:
[107] #auroraborealis
[85] #pashadelic
[85] #pentax
[83] #leofoto
[75] #norway
[70] #troms
[41] #milkyway
[40] #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:
[61] #auroraborealis
[61] #stormhour
[58] #earthcapture
[37] #northernlights
[34] island
[26] #norway
[26] norway
[24] senja
[17] favorite
[17] spot

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[552] northern,lights
[319] cloud,breaks
[319] scotland,tonight
[319] #auroraborealis,display
[319] display,#northernlights
[313] aurora,borealis
[282] lights,aurora
[280] relax,chill
[280] chill,time
[280] time,incredible

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

Top Word Pairs in Tweet in G2:
[268] relax,chill
[268] chill,time
[268] time,incredible
[268] incredible,natural
[268] natural,phenomenon
[268] phenomenon,northern
[268] northern,lights
[268] lights,aurora
[268] aurora,borealis
[268] 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:
[80] #auroraborealis,#northernlights
[49] #aurora,#auroraborealis
[35] one,amazing
[35] amazing,displays
[35] displays,seen
[35] seen,#alaska
[35] #alaska,#aurora
[35] #northernlights,#colours
[35] #colours,#nightsky
[35] #nightsky,#spaceweather

Top Word Pairs in Tweet in G5:
[56] thephotohour,stormhour
[42] #aurora,#auroraborealis
[36] #northernlights,#auroraborealis
[32] #manitoba,#canada
[30] always,amazing
[30] amazing,experience
[30] experience,see
[30] see,beautiful
[30] beautiful,lights
[30] lights,sky

Top Word Pairs in Tweet in G6:
[102] marlosmarvelousfinds,etsy
[102] etsy,shop
[99] #auroraborealis,#ab
[83] #ab,#rhinestone
[71] #earrings,marlosmarvelousfinds
[60] #rhinestone,#earrings
[59] #etsywedding,#ukweddings
[52] #etsy,shop
[47] marlosmarvelousfinds,#etsy
[46] stop,listings

Top Word Pairs in Tweet in G7:
[15] northern,lights
[12] #northernlights,#auroraborealis
[11] #auroraborealis,#northernlights
[8] 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 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:
[40] #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:
[45] #stormhour,#earthcapture
[17] senja,island
[17] island,norway
[17] norway,#auroraborealis
[17] #auroraborealis,favorite
[17] favorite,spot
[17] spot,island
[17] island,#stormhour
[15] tromsø,#norway
[15] #norway,#northernlights

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@visitnorway
@astrohardin
@stormhour
@etsy
@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:
@lairgandrogart
@cnlastro
@janiylinampa
@visityllas
@7fellshostel
@finninfocom
@visualsofjulius
@ollietphoto
@thephotohour
@stormhour

Top Mentioned in G5:
@stormhour
@thephotohour
@b_ubiquitous
@tamithaskov
@weathernetwork
@outdoorphotomag
@chunder10
@treetanner
@auroranotify
@scottrockphoto

Top Mentioned in G6:
@etsy
@youtube
@intheknow
@astro_christina
@stormhour
@thecircleatzrh
@thephotohour
@marlosfinds
@joaniegentian
@dianebrandonvib

Top Mentioned in G7:
@likely2l

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

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:
@ericdemarylebon
@anselmonadir
@jetcitystar
@turkiantof
@tartanroots
@laurabergerol
@tripplannermama
@sansan1377
@weeklycomedy
@g____b____

Top Tweeters in G5:
@jmlpyt
@abrazaq
@tayyaba__94
@addyiceangel
@stormhour
@brucepknight
@kikichen1014
@tdzwilewski
@five15design
@500pxrtg

Top Tweeters in G6:
@renaissancefai
@smilingbluedog
@reneeandsharon
@linda_u_w_a
@marlosfinds
@johngermaine
@junkyardblonde
@uksmallbizrt
@rockethulsey
@livegreenordie

Top Tweeters in G7:
@peacewtf
@marygerdt
@teresacooper
@jpaint
@bgsbeautycare
@priyaflorence
@hoookss
@dryuillkirkwood
@cartogeek
@lethers

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:
@rodolfoalfredo9
@smilenewa
@crazy_anaconda
@monicaop
@pj_sonnyny
@o_aidee
@medeagore
@carlatoledano
@molson_merlin
@nopcgal