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thegpsoasis_2017-04-21_02-22-47.xlsx
thegpsoasis_2017-04-21_02-22-47.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2017
Short Description:
thegpsoasis via NodeXL http://bit.ly/2oc084r
@thegpsoasis
@palmspringslife
@rita_taggart
@teamsaltonsea
@tdsskip
@bestspahotels1
@pdfoodwine

Description:
Description
The graph represents a network of 157 Twitter users whose tweets in the requested range contained "thegpsoasis", 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 09:25 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, 23-hour, 57-minute period from Friday, 07 April 2017 at 00:02 UTC to Thursday, 20 April 2017 at 23:59 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 : 157
Unique Edges : 235
Edges With Duplicates : 168
Total Edges : 403
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.0717131474103586
Reciprocated Edge Ratio : 0.133828996282528
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 155
Maximum Edges in a Connected Component : 401
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.542473
Graph Density : 0.0109831781806304
Modularity : 0.393568
NodeXL Version : 1.0.1.379

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://www.youtube.com/watch?v=LXwAycMCgSI&feature=youtu.be
[6] https://visitgreaterpalmsprings.com/articles/way-beyond-coachella-8-ways-to-enjoy-festival-season-in-greater-palm-spring?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[4] https://visitgreaterpalmsprings.com/articles/way-beyond-coachella-8-ways-to-enjoy-festival-season-in-greater-palm-spring
[3] http://www.bravotv.com/blogs/palm-springs-travel-guide-hotels-shops-bars-restaurants-art-desertx?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[3] https://visitgreaterpalmsprings.com/articles/way-beyond-coachella-8-ways-to-enjoy-festival-season-in-greater-palm-spring/?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[3] http://www.cntraveler.com/stories/2014-04-11/coachella-palm-springs-california-music-festivals?mbid=social_twitter
[3] https://visitgreaterpalmsprings.com/articles/puppy-paradise-where-to-spoil-your-dog-in-greater-palm-springs?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis&kui=NVAHlKTaQEi1kLet8MTuag
[2] http://www.sunset.com/syndication/national-parks-week-free-admission?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[2] http://www.vogue.com/article/coachella-2017-where-to-eat-in-palm-springs?mbid=social_twitter
[2] http://www.mrscotteddy.com/nye-palm-springs/

Top URLs in Tweet in G1:
[5] https://visitgreaterpalmsprings.com/articles/way-beyond-coachella-8-ways-to-enjoy-festival-season-in-greater-palm-spring?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[4] https://visitgreaterpalmsprings.com/articles/way-beyond-coachella-8-ways-to-enjoy-festival-season-in-greater-palm-spring
[3] http://www.bravotv.com/blogs/palm-springs-travel-guide-hotels-shops-bars-restaurants-art-desertx?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[3] http://www.cntraveler.com/stories/2014-04-11/coachella-palm-springs-california-music-festivals?mbid=social_twitter
[2] http://www.travelandleisure.com/attractions/festivals/coachella-activities-without-music
[2] http://www.mantripping.com/mancation-blog/rocking-out-on-the-san-andreas-fault-line-with-big-wheel-tours.html?utm_content=buffer38b7f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.mrscotteddy.com/nye-palm-springs/
[2] http://www.vogue.com/article/coachella-2017-where-to-eat-in-palm-springs?mbid=social_twitter
[2] http://www.sunset.com/syndication/national-parks-week-free-admission?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[1] https://visitgreaterpalmsprings.com/articles/plan-a-pub-crawl-through-greater-palm-springs?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis

Top URLs in Tweet in G2:
[2] http://www.cnn.com/2017/04/11/travel/what-to-do-in-palm-springs-beyond-coachella/index.html
[2] https://accountsolution.gcion.com/redirect/?returnSessionKey=true&returnAutoLogin=true&redirectURL=http%3A%2F%2Fwww.desertsun.com%2Fstory%2Fnews%2F2017%2F04%2F06%2Fpalm-springs-mayor-moon-cv-link-skeptic%2F304726001%2F%3Ffrom%3Dglobal
[2] https://accountsolution.gcion.com/redirect/?returnSessionKey=true&returnAutoLogin=true&redirectURL=http%3A%2F%2Fwww.desertsun.com%2Fstory%2Fnews%2F2017%2F04%2F04%2Ftwo-new-businesses-coming-downtown-palm-springs-one-moving-across-street%2F100008442%2F%3Ffrom%3Dglobal
[1] https://twitter.com/i/web/status/853956225859555328
[1] https://twitter.com/i/web/status/855028287374053376
[1] https://twitter.com/i/web/status/852884840370262016
[1] https://twitter.com/Brittanysky/status/851874080466771968
[1] https://twitter.com/i/web/status/852124893114126337
[1] https://twitter.com/i/web/status/853603367230111744
[1] https://twitter.com/i/web/status/852507348547452928

Top URLs in Tweet in G3:
[8] https://www.youtube.com/watch?v=LXwAycMCgSI&feature=youtu.be
[1] https://twitter.com/i/web/status/854724778183340032
[1] https://twitter.com/i/web/status/851463296477736962
[1] https://visitgreaterpalmsprings.com/articles/way-beyond-coachella-8-ways-to-enjoy-festival-season-in-greater-palm-spring?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[1] https://visitgreaterpalmsprings.com/articles/way-beyond-coachella-8-ways-to-enjoy-festival-season-in-greater-palm-spring/
[1] https://www.instagram.com/p/BS6aEX0g523/

Top URLs in Tweet in G4:
[2] https://visitgreaterpalmsprings.com/articles/way-beyond-coachella-8-ways-to-enjoy-festival-season-in-greater-palm-spring/?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[1] https://twitter.com/i/web/status/853636010793590784
[1] https://www.instagram.com/p/BSpknXQjO7Y/
[1] https://www.instagram.com/p/BSpe6SfDl2v/
[1] https://www.instagram.com/p/BSpe_9QDTxW/
[1] https://www.instagram.com/p/BSpfMUjDeeR/
[1] https://www.instagram.com/p/BSpfS2PjKMh/
[1] https://www.instagram.com/p/BSpfaocjIPN/
[1] https://www.instagram.com/p/BSpfeONjOEf/
[1] https://www.instagram.com/p/BSpfkeeDOaA/

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/852609426284359680

Top URLs in Tweet in G6:
[2] https://visitgreaterpalmsprings.com/articles/puppy-paradise-where-to-spoil-your-dog-in-greater-palm-springs?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis&kui=NVAHlKTaQEi1kLet8MTuag
[1] https://twitter.com/i/web/status/852922346730119168
[1] https://visitgreaterpalmsprings.com/articles/bizarre-landscapes-and-walks??kui=H7VkB9L8F6-rJKiMmy8qxA
[1] https://twitter.com/i/web/status/851434610886037504
[1] https://twitter.com/i/web/status/851917955650781188

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/852196036261146624
[1] https://visitgreaterpalmsprings.com/articles/coachellas-sweet-treasuredates?utm_campaign=coschedule&utm_source=twitter&utm_medium=dineGPS
[1] https://twitter.com/i/web/status/852656186960732160
[1] https://twitter.com/i/web/status/851876056139157505
[1] https://twitter.com/i/web/status/853292008034762752
[1] https://secure3.hilton.com/en_US/qq/reservation/book.htm?ctyhocn=PSPIWQQ&spec_plan=P6
[1] https://twitter.com/i/web/status/855078309402558464

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/851944125540835329

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/854405636402159616
[1] https://www.voanews.com/a/california-desert-super-bloom-attracts-thousands/3790540.html

Top URLs in Tweet in G10:
[1] http://paper.li/TeamSaltonSea/1400815934?edition_id=bf129830-1f49-11e7-87e4-0cc47a0d1609
[1] http://paper.li/TeamSaltonSea/1400815934?edition_id=6780bb80-1db7-11e7-87e4-0cc47a0d1609

Top Domains
Top Domains in Tweet in Entire Graph:
[45] twitter.com
[34] visitgreaterpalmsprings.com
[14] instagram.com
[10] youtube.com
[6] paper.li
[4] gcion.com
[3] vogue.com
[3] bravotv.com
[3] cntraveler.com
[3] cnn.com

Top Domains in Tweet in G1:
[26] visitgreaterpalmsprings.com
[17] twitter.com
[3] bravotv.com
[3] cntraveler.com
[3] vogue.com
[2] youtu.be
[2] youtube.com
[2] instagram.com
[2] travelandleisure.com
[2] mantripping.com

Top Domains in Tweet in G2:
[9] twitter.com
[4] gcion.com
[2] cnn.com

Top Domains in Tweet in G3:
[8] youtube.com
[2] twitter.com
[2] visitgreaterpalmsprings.com
[1] instagram.com

Top Domains in Tweet in G4:
[11] instagram.com
[2] visitgreaterpalmsprings.com
[1] twitter.com

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

Top Domains in Tweet in G6:
[3] twitter.com
[3] visitgreaterpalmsprings.com

Top Domains in Tweet in G7:
[5] twitter.com
[1] visitgreaterpalmsprings.com
[1] hilton.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[1] twitter.com
[1] voanews.com

Top Domains in Tweet in G10:
[2] paper.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[40] visitgps
[33] coachella
[17] palmsprings
[11] chillchaser
[10] dinegps
[10] armandolerma
[10] coachellawalls
[9] californiagems
[8] coachella2017
[8] nationalpetday



Top Hashtags in Tweet in G1:
[22] visitgps
[19] coachella
[8] palmsprings
[7] dinegps
[6] nationalbeerday
[6] findyouroasis
[5] nationalpetday
[5] stagecoach
[4] festival
[4] traveltuesday

Top Hashtags in Tweet in G2:
[5] palmsprings
[4] coachella2017
[4] visitgps
[3] csrshareday
[1] iwcoffee
[1] coffee
[1] coachella
[1] cadeserts
[1] findyouroasis
[1] sunrise

Top Hashtags in Tweet in G3:
[10] visitgps
[8] chillchaser
[3] prsatravel
[1] chefjefflive
[1] festival
[1] stagecoach
[1] thelivingdesert

Top Hashtags in Tweet in G4:
[11] coachella
[10] armandolerma
[10] coachellawalls
[3] sunriseservice
[3] tramway
[3] palmsprings
[2] visitgps
[1] easter
[1] desertx2
[1] sneakingintotheshow

Top Hashtags in Tweet in G5:
[1] bogo

Top Hashtags in Tweet in G6:
[7] californiagems
[2] nationalpetday
[1] coachella2017

Top Hashtags in Tweet in G7:
[3] dinegps
[2] indianwells
[1] nationalgrilledcheeseday
[1] nationalbeerday
[1] foodie
[1] nationalpetday
[1] caninesandcocktails
[1] coachella
[1] flashtattoos
[1] coachella2017

Top Hashtags in Tweet in G9:
[2] superbloom
[2] california
[2] tourism
[1] coachella

Top Hashtags in Tweet in G10:
[2] saltonsea
[2] jobs
[2] ca

Top Words
Top Words in Tweet in Entire Graph:
[162] Words in Sentiment List#1: Positive
[47] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3115] Non-categorized Words
[3324] Total Words
[130] thegpsoasis
[58] coachella
[42] palm
[40] visitgps
[35] see

Top Words in Tweet in G1:
[49] thegpsoasis
[30] coachella
[26] palm
[22] visitgps
[21] springs
[16] camcountry
[16] happy
[15] see
[15] eat
[13] greater

Top Words in Tweet in G2:
[17] thegpsoasis
[5] palmsprings
[4] coachella2017
[4] visitgps
[4] palm
[4] springs
[4] cityofps
[4] starbucks
[3] csrshareday
[3] palmspringsca

Top Words in Tweet in G3:
[17] thegpsoasis
[10] here
[10] see
[10] visitgps
[9] https
[8] go
[8] wild
[8] chillchaser
[8] amy
[8] livingdesert

Top Words in Tweet in G4:
[21] thegpsoasis
[20] coachella
[13] _desertx
[10] cadesertarts
[10] armandolerma
[10] coachellawalls
[6] pstramway
[3] beautiful
[3] morning
[3] top

Top Words in Tweet in G5:
[4] babesbbqbrew
[4] palmspringslife
[4] jsjtruck
[4] thegpsoasis
[4] fashionweekep
[4] chefengin
[4] ontablemedia
[3] pdfoodwine
[3] kathi_pettersen
[2] festival

Top Words in Tweet in G6:
[8] thegpsoasis
[7] visitca
[7] californiagems
[6] see
[5] 7
[5] bizarre
[5] landscapes
[5] walks
[5] anywhere
[5] world

Top Words in Tweet in G7:
[4] dinegps
[3] thegpsoasis
[3] indian_wells
[3] love
[2] palm
[2] happy
[2] miramonteresort
[2] indianwells
[2] miss

Top Words in Tweet in G9:
[3] coachella
[3] thegpsoasis
[2] superbloom
[2] produces
[2] spectacular
[2] display
[2] draws
[2] record
[2] crowds
[2] california

Top Words in Tweet in G10:
[2] latest
[2] friends
[2] saltonsea
[2] thanks
[2] thegpsoasis
[2] jobs
[2] ca

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[34] palm,springs
[16] greater,palm
[10] happy,place
[10] place,sharing
[10] sharing,insider
[10] insider,tips
[10] tips,thegpsoasis
[10] thegpsoasis,eat
[10] eat,see
[10] see,play

Top Word Pairs in Tweet in G1:
[21] palm,springs
[12] greater,palm
[10] happy,place
[10] place,sharing
[10] sharing,insider
[10] insider,tips
[10] tips,thegpsoasis
[10] thegpsoasis,eat
[10] eat,see
[10] see,play

Top Word Pairs in Tweet in G2:
[4] palm,springs
[3] cityofps,thegpsoasis
[2] woohoo,confirmed
[2] confirmed,another
[2] another,great
[2] great,csrshareday
[2] csrshareday,host
[2] host,thanks
[2] palmspringsca,thegpsoasis
[2] thegpsoasis,see

Top Word Pairs in Tweet in G3:
[8] thegpsoasis,go
[8] go,wild
[8] wild,chillchaser
[8] chillchaser,amy
[8] amy,livingdesert
[8] livingdesert,see
[8] see,full
[8] full,video
[8] video,here
[8] here,visitgps

Top Word Pairs in Tweet in G4:
[10] coachellawalls,coachella
[10] coachella,_desertx
[10] _desertx,thegpsoasis
[9] armandolerma,coachellawalls
[9] thegpsoasis,cadesertarts
[9] cadesertarts,coachella
[3] beautiful,morning
[3] morning,top
[3] top,tram
[3] tram,thank

Top Word Pairs in Tweet in G5:
[4] babesbbqbrew,palmspringslife
[4] palmspringslife,jsjtruck
[4] thegpsoasis,fashionweekep
[4] fashionweekep,chefengin
[4] chefengin,ontablemedia
[3] pdfoodwine,babesbbqbrew
[2] jsjtruck,kathi_pettersen
[2] kathi_pettersen,thegpsoasis
[2] ontablemedia,nice
[2] jsjtruck,thegpsoasis

Top Word Pairs in Tweet in G6:
[5] 7,bizarre
[5] bizarre,landscapes
[5] landscapes,walks
[5] walks,see
[5] see,anywhere
[5] anywhere,world
[5] world,californiagems
[5] californiagems,thegpsoasis
[4] visitca,7
[2] find,out

Top Word Pairs in Tweet in G7:
[3] thegpsoasis,indian_wells
[2] miramonteresort,thegpsoasis
[2] love,love

Top Word Pairs in Tweet in G9:
[2] superbloom,produces
[2] produces,spectacular
[2] spectacular,display
[2] display,draws
[2] draws,record
[2] record,crowds
[2] crowds,california
[2] california,desert
[2] desert,thegpsoasis
[2] thegpsoasis,tourism

Top Word Pairs in Tweet in G10:
[2] latest,friends
[2] friends,saltonsea
[2] saltonsea,thanks
[2] jobs,ca

Top Replied-To
Top Replied-To in Entire Graph:
@thegpsoasis
@lesleyemirza
@tcemmasavage
@adamdahl0
@mrscotteddy
@bravotv
@ninascorner
@dinegps
@miramonteresort
@pstramway

Top Replied-To in G1:
@thegpsoasis
@lesleyemirza
@tcemmasavage
@ninascorner
@bravotv
@mrscotteddy
@adamdahl0
@elrodvilla
@cntraveler
@pievents

Top Replied-To in G2:
@thegpsoasis
@joycekiehl

Top Replied-To in G4:
@pstramway
@thegpsoasis
@_desertx

Top Replied-To in G5:
@babesbbqbrew
@pdfoodwine

Top Replied-To in G6:
@visitca

Top Replied-To in G7:
@miramonteresort
@dinegps

Top Replied-To in G8:
@lenscratch

Top Mentioned
Top Mentioned in Entire Graph:
@thegpsoasis
@camcountry
@_desertx
@visitca
@livingdesert
@pstramway
@palmspringslife
@coachella
@dinegps
@miramonteresort

Top Mentioned in G1:
@thegpsoasis
@camcountry
@visitca
@laquintaresort
@dinegps
@miramonteresort
@hyattregency_iw
@parkerpalm
@coachella
@twobunchpalms

Top Mentioned in G2:
@thegpsoasis
@cityofps
@palmspringsca
@cnntravel
@acehotel
@blockshophq
@evebabitz
@newyorker
@joycekiehl
@cvagnews

Top Mentioned in G3:
@thegpsoasis
@livingdesert
@rivieraps
@pstramway
@prsatravel
@camcountry

Top Mentioned in G4:
@thegpsoasis
@_desertx
@pstramway
@palmspringslife

Top Mentioned in G5:
@palmspringslife
@jsjtruck
@thegpsoasis
@fashionweekep
@chefengin
@ontablemedia
@babesbbqbrew
@kathi_pettersen
@pdfoodwine

Top Mentioned in G6:
@thegpsoasis
@visitca
@oursantamonica

Top Mentioned in G7:
@thegpsoasis
@indian_wells
@wilmafrieda
@curiocollection
@ansamaritans
@cvweekly1
@miramonteresort

Top Mentioned in G8:
@thebaronessence
@palmspringslife
@psartmuseum
@psreview
@artpalmsprings
@palmsprings2day

Top Mentioned in G9:
@thegpsoasis
@coachella
@stagecoach
@visitcanews

Top Mentioned in G10:
@thegpsoasis
@alexpadilla4ca
@calstate
@audubonca
@gburton

Top Tweeters
Top Tweeters in Entire Graph:
@gocoo
@hrblock_21
@heisey_lisa
@mrscotteddy
@mrsoaroundworld
@tourism_earth
@boywonderelroy
@starbucks
@stephenbranham1
@ritzcarlton

Top Tweeters in G1:
@gocoo
@hrblock_21
@mrscotteddy
@boywonderelroy
@ritzcarlton
@travelleisure
@bravotv
@voguemagazine
@cassandramckown
@mantripping

Top Tweeters in G2:
@mrsoaroundworld
@starbucks
@newyorker
@acehotel
@cnntravel
@palmspringsca
@jmseabrook
@tommybahama
@joycekiehl
@canadaguy64

Top Tweeters in G3:
@debberzz
@rivieraps
@micha_haviv
@iprsoftware
@psmotors
@livingdesert
@prsatravel
@gr8rpsoasis
@roxybreit
@dapetrick

Top Tweeters in G4:
@coachellaevents
@tepeizcuintlevc
@inlandempireus
@palermoabigail
@stevenbiller
@blogofodin
@pstramway
@andycropper
@inglesideinnps
@_desertx

Top Tweeters in G5:
@palmspringslife
@babesbbqbrew
@jsjtruck
@fashionweekep
@ontablemedia
@pdfoodwine
@chefengin
@kathi_pettersen

Top Tweeters in G6:
@heisey_lisa
@tourism_earth
@clintsessentia1
@visitca
@oursantamonica
@basinandranger
@visittheusa

Top Tweeters in G7:
@curiocollection
@miramonteresort
@indian_wells
@cvweekly1
@ansamaritans
@dinegps
@wilmafrieda

Top Tweeters in G8:
@lenscratch
@psreview
@psartmuseum
@palmsprings2day
@artpalmsprings
@thebaronessence
@rita_taggart

Top Tweeters in G9:
@stephenbranham1
@visitcanews
@coachella
@hyattpsprings
@stagecoach

Top Tweeters in G10:
@audubonca
@gburton
@calstate
@alexpadilla4ca
@teamsaltonsea