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thegpsoasis_2017-08-12_12-24-30.xlsx
thegpsoasis_2017-08-12_12-24-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 12, 2017
Short Description:
thegpsoasis via NodeXL http://bit.ly/2hUU8KM
@thegpsoasis
@cadesertarts
@laquintaresort
@travelginsider
@vacationrenter
@edithmercado35

Description:
Description
The graph represents a network of 120 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 Saturday, 12 August 2017 at 19:39 UTC.

The requested start date was Saturday, 12 August 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, 22-hour, 52-minute period from Saturday, 29 July 2017 at 00:12 UTC to Friday, 11 August 2017 at 23:04 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 : 120
Unique Edges : 173
Edges With Duplicates : 92
Total Edges : 265
Self-Loops : 42
Reciprocated Vertex Pair Ratio : 0.0697674418604651
Reciprocated Edge Ratio : 0.130434782608696
Connected Components : 8
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 113
Maximum Edges in a Connected Component : 258
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.556043
Graph Density : 0.0128851540616246
Modularity : 0.436543
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://visitgreaterpalmsprings.com/articles/where-to-see-the-solar-eclipse-in-greater-palm-springs
[5] https://cadesertarts.org/2017/07/nampannouncement/
[5] https://visitgreaterpalmsprings.com/articles/girls-getaway-star-gazing-in-greater-palm-springs
[3] https://visitgreaterpalmsprings.com/articles/10-must-have-pool-party-accessories-for-summer?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[3] https://visitgreaterpalmsprings.com/articles/funky-greater-palm-springs?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[3] https://www.positiveimpactevents.com/webinars/telling-the-story-of-the-power-of-events-academic-insight-webinar
[2] https://visitgreaterpalmsprings.com/articles/come-play-at-comic-con-palm-springs-2017/?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[2] https://mrhudsonexplores.com/places-to-explore/palm-springs/?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[2] https://www.instagram.com/p/BXQkTwFh1UK/
[2] https://drifttravel.com/stargaze-dark-sky-california-deserts/?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis

Top URLs in Tweet in G1:
[3] https://visitgreaterpalmsprings.com/articles/funky-greater-palm-springs?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[3] https://visitgreaterpalmsprings.com/articles/10-must-have-pool-party-accessories-for-summer?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[2] https://visitgreaterpalmsprings.com/articles/this-month-in-greater-palm-springs-august-2017?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[2] https://visitgreaterpalmsprings.com/articles/girls-getaway-star-gazing-in-greater-palm-springs
[2] https://visitgreaterpalmsprings.com/articles/your-2017-guide-to-summer-in-greater-palm-springs
[2] https://drifttravel.com/stargaze-dark-sky-california-deserts/?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[2] https://www.instagram.com/p/BXQkTwFh1UK/
[2] https://mrhudsonexplores.com/places-to-explore/palm-springs/?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[2] https://visitgreaterpalmsprings.com/articles/come-play-at-comic-con-palm-springs-2017/?utm_campaign=coschedule&utm_source=twitter&utm_medium=thegpsoasis
[2] https://www.theiridescentwings.com/single-post/2017/05/03/Desert-X-2017-A-Reflection-Palm-Springs-California

Top URLs in Tweet in G2:
[5] https://cadesertarts.org/2017/07/nampannouncement/
[1] https://twitter.com/i/web/status/894209149810167808
[1] https://twitter.com/i/web/status/892129026180997120
[1] https://twitter.com/i/web/status/892781984862187520
[1] https://twitter.com/i/web/status/892444972326297601
[1] http://www.palmspringslife.com/the-nature-of-expressionism/
[1] https://www.instagram.com/p/BXRmIKdn2K1/
[1] https://www.instagram.com/p/BXRliecnucv/

Top URLs in Tweet in G3:
[3] https://visitgreaterpalmsprings.com/articles/girls-getaway-star-gazing-in-greater-palm-springs
[1] http://paper.li/VacationRenter/1359404116?edition_id=affbc980-78e4-11e7-8f01-0cc47a0d1609
[1] http://paper.li/VacationRenter/1359404116?edition_id=04f82e40-7a77-11e7-8f01-0cc47a0d1609
[1] http://paper.li/VacationRenter/1359404116?edition_id=dc0dfad0-74f6-11e7-8f01-0cc47a0d1609
[1] https://visitgreaterpalmsprings.com/articles/where-to-see-the-solar-eclipse-in-greater-palm-springs
[1] https://visitgreaterpalmsprings.com/articles/10-must-have-pool-party-accessories-for-summer
[1] http://tweetedtimes.com/v/2975

Top URLs in Tweet in G4:
[3] https://visitgreaterpalmsprings.com/articles/where-to-see-the-solar-eclipse-in-greater-palm-springs
[1] https://twitter.com/thegpsoasis/status/893199193048842243

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/895804550681985025

Top URLs in Tweet in G6:
[1] https://visitgreaterpalmsprings.com/articles/summertime-cocktails-in-greater-palm-springs-part-one/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/891800628220936192
[1] https://twitter.com/thegpsoasis/status/892918951415623680
[1] https://twitter.com/thegpsoasis/status/892833670708559872
[1] https://twitter.com/thegpsoasis/status/893992478025674752
[1] https://twitter.com/thegpsoasis/status/894341371712208896
[1] https://twitter.com/i/web/status/895714121043148800
[1] https://twitter.com/thegpsoasis/status/892544583015448577

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/896145289727234048

Top URLs in Tweet in G9:
[2] https://www.positiveimpactevents.com/webinars/telling-the-story-of-the-power-of-events-academic-insight-webinar
[1] http://www.meetpie.com/Modules/NewsModule/newsdetails.aspx?newsid=26044
[1] https://twitter.com/i/web/status/892404935643607041

Top Domains
Top Domains in Tweet in Entire Graph:
[42] visitgreaterpalmsprings.com
[22] twitter.com
[5] cadesertarts.org
[4] instagram.com
[3] paper.li
[3] positiveimpactevents.com
[2] localemagazine.com
[2] youtube.com
[2] mrhudsonexplores.com
[2] drifttravel.com

Top Domains in Tweet in G1:
[33] visitgreaterpalmsprings.com
[7] twitter.com
[2] localemagazine.com
[2] youtube.com
[2] drifttravel.com
[2] instagram.com
[2] mrhudsonexplores.com
[2] theiridescentwings.com
[1] positiveimpactevents.com
[1] megbiram.com

Top Domains in Tweet in G2:
[5] cadesertarts.org
[4] twitter.com
[2] instagram.com
[1] palmspringslife.com

Top Domains in Tweet in G3:
[5] visitgreaterpalmsprings.com
[3] paper.li
[1] tweetedtimes.com

Top Domains in Tweet in G4:
[3] visitgreaterpalmsprings.com
[1] twitter.com

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

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

Top Domains in Tweet in G7:
[7] twitter.com

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

Top Domains in Tweet in G9:
[2] positiveimpactevents.com
[1] meetpie.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[60] visitgps
[29] foodtravelchat
[13] travelskills
[9] palmsprings
[7] visitcalifornia
[6] thegpsoasis
[5] marketing
[4] dinegps
[4] arts
[4] art



Top Hashtags in Tweet in G1:
[50] visitgps
[24] foodtravelchat
[13] travelskills
[3] ttot
[3] cadeserts
[3] dinegps
[3] palmsprings
[2] splashhouse
[2] watermelonday
[2] california

Top Hashtags in Tweet in G2:
[5] marketing
[4] arts
[4] art
[4] palmsprings
[2] desertlife
[1] workshop
[1] dispatch
[1] joshuatree
[1] painting
[1] ceramics

Top Hashtags in Tweet in G3:
[6] visitgps
[6] visitcalifornia
[6] thegpsoasis
[1] fashion
[1] architecture
[1] weddings
[1] solareclipse2017
[1] nationalgirlfriendday
[1] nationalwatermelonday
[1] poolparty

Top Hashtags in Tweet in G4:
[3] visitgps
[3] solar
[3] eclispe
[1] august
[1] watermelon
[1] yum
[1] vancouvercruise

Top Hashtags in Tweet in G5:
[1] desertoasisfest

Top Hashtags in Tweet in G6:
[5] foodtravelchat
[1] visitgps
[1] dinegps

Top Hashtags in Tweet in G7:
[1] satw
[1] palmsprings
[1] laquinta
[1] visitcalifornia
[1] laquintaartsfestival

Top Hashtags in Tweet in G9:
[2] iy2017

Top Words
Top Words in Tweet in Entire Graph:
[82] Words in Sentiment List#1: Positive
[32] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1792] Non-categorized Words
[1906] Total Words
[74] thegpsoasis
[60] visitgps
[32] palm
[32] springs
[29] foodtravelchat

Top Words in Tweet in G1:
[50] visitgps
[34] thegpsoasis
[24] foodtravelchat
[16] chill
[14] palm
[14] springs
[14] summer
[13] greater
[13] travelskills
[11] more

Top Words in Tweet in G2:
[7] thegpsoasis
[6] palmspringslife
[5] artsmarketers
[5] marketing
[5] cadesertarts
[4] americans4arts
[4] arts
[4] art
[4] palmsprings
[3] high

Top Words in Tweet in G3:
[16] thegpsoasis
[12] palm
[12] springs
[10] laquintaresort
[10] visitcalifornia
[6] visitgps
[5] greater
[3] latest
[3] sparrows
[3] hotel

Top Words in Tweet in G4:
[6] solar
[6] thegpsoasis
[4] joycekiehl
[3] read
[3] see
[3] eclipse
[3] greater
[3] palm
[3] springs
[3] visitgps

Top Words in Tweet in G5:
[2] desertoasisfest
[2] damianmarley
[2] rebelutionmusic
[2] steelpulse
[2] jboogmusic
[2] reelbigfish
[2] e40

Top Words in Tweet in G6:
[6] thegpsoasis
[5] foodtravelchat
[4] dinegps
[3] palmspringstyle
[3] saguarohotels
[3] chill
[2] always5star
[2] palm
[2] springs
[2] gorgeous

Top Words in Tweet in G7:
[3] golf
[2] 4
[2] festival

Top Words in Tweet in G9:
[3] reedexhibitions
[2] ibtmworld
[2] join
[2] webinar
[2] sneak
[2] peek
[2] research
[2] findings
[2] iy2017

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] palm,springs
[20] greater,palm
[14] visitgps,foodtravelchat
[11] springs,thegpsoasis
[11] thegpsoasis,visitgps
[7] visitgps,travelskills
[6] more,visitgps
[6] laquintaresort,visitcalifornia
[6] visitcalifornia,thegpsoasis
[5] a7,need

Top Word Pairs in Tweet in G1:
[14] palm,springs
[13] visitgps,foodtravelchat
[12] greater,palm
[7] visitgps,travelskills
[6] more,visitgps
[5] summer,visitgps
[5] a7,need
[5] need,more
[4] a1,chill
[4] chill,poolside

Top Word Pairs in Tweet in G2:
[4] americans4arts,artsmarketers
[4] palmspringslife,thegpsoasis
[3] high,impact
[3] impact,low
[3] low,cost
[3] cost,marketing
[3] marketing,tactics
[3] tactics,arts
[3] arts,americans4arts
[3] visit,art

Top Word Pairs in Tweet in G3:
[12] palm,springs
[6] laquintaresort,visitcalifornia
[6] visitcalifornia,thegpsoasis
[5] greater,palm
[5] springs,thegpsoasis
[5] thegpsoasis,visitgps
[4] visitcalifornia,laquintaresort
[3] latest,sparrows
[3] sparrows,hotel
[3] hotel,palm

Top Word Pairs in Tweet in G4:
[3] read,see
[3] see,solar
[3] solar,eclipse
[3] eclipse,greater
[3] greater,palm
[3] palm,springs
[3] springs,thegpsoasis
[3] thegpsoasis,visitgps
[3] visitgps,solar
[3] solar,eclispe

Top Word Pairs in Tweet in G5:
[2] damianmarley,rebelutionmusic
[2] rebelutionmusic,steelpulse
[2] steelpulse,jboogmusic
[2] jboogmusic,reelbigfish
[2] reelbigfish,e40

Top Word Pairs in Tweet in G6:
[3] palmspringstyle,saguarohotels
[3] saguarohotels,thegpsoasis
[2] always5star,palmspringstyle
[2] palm,springs

Top Word Pairs in Tweet in G9:
[2] reedexhibitions,ibtmworld
[2] join,webinar
[2] webinar,sneak
[2] sneak,peek
[2] peek,research
[2] research,findings
[2] findings,iy2017
[2] iy2017,reedexhibitions

Top Replied-To
Top Replied-To in Entire Graph:
@thegpsoasis
@dinegps
@miramonteresort
@desertoasisfest
@foodtravelist
@touchse
@wingsiridescent
@southernersays
@always5star
@myvirtualvaca

Top Replied-To in G1:
@thegpsoasis
@myvirtualvaca
@southernersays
@wingsiridescent
@touchse
@foodtravelist

Top Replied-To in G4:
@joycekiehl

Top Replied-To in G5:
@desertoasisfest

Top Replied-To in G6:
@dinegps
@thegpsoasis
@always5star

Top Replied-To in G8:
@miramonteresort

Top Replied-To in G10:
@theresa_beltz

Top Mentioned
Top Mentioned in Entire Graph:
@thegpsoasis
@laquintaresort
@dinegps
@palmspringslife
@artsmarketers
@cadesertarts
@palmspringstyle
@saguarohotels
@monkeytreehotel
@americans4arts

Top Mentioned in G1:
@thegpsoasis
@dinegps
@monkeytreehotel
@wingsiridescent
@renindianwells
@mrhudsontweets
@ccpalmsprings17
@omnirancholp
@palmmountainres
@splashhouseps

Top Mentioned in G2:
@thegpsoasis
@palmspringslife
@artsmarketers
@cadesertarts
@americans4arts
@mydesert
@ucrpalmdesert
@reallyndacarter
@comicconps

Top Mentioned in G3:
@laquintaresort
@thegpsoasis
@visitcalifornia
@louiseroe
@aninebing
@workshopkitchen
@saltinagooz
@garbotweetz

Top Mentioned in G4:
@thegpsoasis
@joycekiehl
@visitpalmdesert
@dinegps
@foodnetwork
@guyfieri
@staybridge
@aircanada
@bonnieaircanada

Top Mentioned in G5:
@damianmarley
@rebelutionmusic
@steelpulse
@jboogmusic
@reelbigfish
@e40
@thegpsoasis

Top Mentioned in G6:
@thegpsoasis
@palmspringstyle
@saguarohotels
@lulupalmsprings
@always5star

Top Mentioned in G8:
@thegpsoasis
@indian_wells
@curiocollection
@hiltonhotels

Top Mentioned in G9:
@reedexhibitions
@ibtmworld
@thegpsoasis
@pievents

Top Mentioned in G10:
@jstordahl
@thegpsoasis

Top Tweeters
Top Tweeters in Entire Graph:
@aircanada
@nationalthrows
@mydesert
@sharerussharing
@always5star
@poshports
@foodnetwork
@hiltonhotels
@__phuonghuyen__
@e40

Top Tweeters in G1:
@nationalthrows
@poshports
@__phuonghuyen__
@foodtravelist
@foodtravelchat
@megbiram
@myvirtualvaca
@homewoodsuites
@localemagazine
@gregsandiego

Top Tweeters in G2:
@mydesert
@greg_archer
@americans4arts
@strikerightnote
@palmspringslife
@palmspringsca
@joshuatreenps
@reallyndacarter
@stevenbiller
@carolroye

Top Tweeters in G3:
@sharerussharing
@garbotweetz
@vacationrenter
@louiseroe
@jjgreen52606599
@laquintaresort
@aninebing
@pandreeva28
@loveofthedesert
@saltinagooz

Top Tweeters in G4:
@aircanada
@foodnetwork
@travelginsider
@visitpalmdesert
@staybridge
@boomerloviee
@joycekiehl
@guyfieri
@palmsprings2day
@bonnieaircanada

Top Tweeters in G5:
@e40
@jboogmusic
@steelpulse
@reelbigfish
@anekabrown
@rebelutionmusic
@damianmarley
@desertoasisfest

Top Tweeters in G6:
@always5star
@saguarohotels
@lulupalmsprings
@bryanscofield1
@southernersays
@palmspringstyle
@dinegps

Top Tweeters in G7:
@worldinfourdays
@ideaslie
@lqaf
@davidhswanson
@nicolanitti3
@desertrockoasis
@willlyftuup

Top Tweeters in G8:
@hiltonhotels
@curiocollection
@miramonteresort
@indian_wells
@edithmercado35

Top Tweeters in G9:
@ninajan_inhan
@ibtmworld
@pievents
@reedexhibitions

Top Tweeters in G10:
@hazlett_donna
@jstordahl
@theresa_beltz