aspenideas, Twitter, 1/3/2020 6:44:19 PM, 219778


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aspenideas_2020-01-01_19-31-12.xlsx
aspenideas_2020-01-01_19-31-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 03, 2020
Short Description:
aspenideas via NodeXL http://bit.ly/37zPdnr
@aspenideas
@monkeytipstrick
@nygrenkrug
@aspeninstitute
@daretodoubt
@emergingprairie
@aspencitizen
@mindfreedomgh
@basicneedsgh
@almsosa

Top hashtags:
#aspenideas
#aspenideashealth
#fargo
#arguebetter
#icymi

Description:
Description
The graph represents a network of 172 Twitter users whose tweets in the requested range contained "aspenideas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 02 January 2020 at 03:31 UTC.

The requested start date was Thursday, 02 January 2020 at 01:01 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 12-day, 13-hour, 9-minute period from Thursday, 19 December 2019 at 10:37 UTC to Tuesday, 31 December 2019 at 23:46 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 : 172
Unique Edges : 264
Edges With Duplicates : 81
Total Edges : 345
Number of Edge Types : 4
MentionsInRetweet : 143
Tweet : 27
Mentions : 154
Replies to : 21
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.0363636363636364
Reciprocated Edge Ratio : 0.0701754385964912
Connected Components : 10
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 161
Maximum Edges in a Connected Component : 331
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.560534
Graph Density : 0.00968992248062015
Modularity : 0.476455
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 172 Twitter users whose tweets in the requested range contained "aspenideas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 02 January 2020 at 03:31 UTC.

The requested start date was Thursday, 02 January 2020 at 01:01 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 12-day, 13-hour, 9-minute period from Thursday, 19 December 2019 at 10:37 UTC to Tuesday, 31 December 2019 at 23:46 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 : GraphServerTwitterSearch
Graph Term : aspenideas
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:
[7] https://www.aspenideas.org/pages/register
[3] https://www.aspenideas.org/sessions/a-thousand-small-sanities
[2] https://www.aspenideas.org/podcasts/dont-call-kansas-or-any-middle-america-state-flyover
[2] https://www.aspenideas.org/sessions/infidelity-and-the-future-of-relationships?fbclid=IwAR0AD1vsXLsXQAOlamNg-ugqV_KDdP13JoTlGstsd2UgEOc-poCJror6i3E
[2] https://www.aspenideas.org/collections/ideas-to-go-top-10-podcasts-of-2019
[2] https://www.aspenideas.org/sessions/overly-lonely-how-misunderstanding-others-creates-barriers-to-connection
[2] https://www.aspenideas.org/sessions/fads-versus-facts-busting-myths-about-nutrition-and-exercise
[2] https://www.aspenideas.org/sessions/info-wars-the-global-fight-for-truth
[2] https://www.aspenideas.org/sessions/the-zip-code-reality-where-you-live-matters
[2] https://www.aspenideas.org/sessions/the-father-factor

Top URLs in Tweet in G1:
[4] https://www.aspenideas.org/pages/register
[2] https://www.aspenideas.org/sessions/the-father-factor
[2] https://www.aspenideas.org/collections/ideas-to-go-top-10-podcasts-of-2019
[2] https://www.aspenideas.org/sessions/overly-lonely-how-misunderstanding-others-creates-barriers-to-connection
[2] https://www.aspenideas.org/sessions/a-thousand-small-sanities
[2] https://www.aspenideas.org/sessions/fads-versus-facts-busting-myths-about-nutrition-and-exercise
[1] https://www.aspenideas.org/sessions/revising-the-narrative-on-rural-america
[1] https://www.aspenideas.org/sessions/the-crisis-of-election-security
[1] https://www.aspenideas.org/collections/the-aspen-ideas-guide-to-a-healthy-mind-body-and-spirit
[1] https://www.aspenideas.org/podcasts

Top URLs in Tweet in G3:
[3] https://www.aspenideas.org/pages/register
[2] https://www.aspenideas.org/podcasts/dont-call-kansas-or-any-middle-america-state-flyover
[1] https://www.aspeninstitute.org/podcasts/separating-myth-from-reality-in-american-history/
[1] https://www.aspenideas.org/sessions/in-conversation-with-boeing-ceo-dennis-muilenburg
[1] https://podplayer.net/?id=91084500
[1] https://podcasts.apple.com/us/podcast/educated-with-tara-westover/id702896920?i=1000456635865
[1] https://www.aspeninstitute.org/longform/ideas-the-magazine-of-the-aspen-institute-winter-2019-20/good-ideas-in-the-badlands/?utm_campaign=coschedule&utm_source=twitter&utm_medium=emergingprairie

Top URLs in Tweet in G4:
[1] https://www.youtube.com/watch?v=_7DqFu0Ep0w&feature=youtu.be

[1] https://www.youtube.com/watch?v=37ie3rNgS88&feature=youtu.be


Top URLs in Tweet in G5:
[2] https://www.hhrjournal.org/2019/12/the-rights-road-to-universal-health-coverage/

Top URLs in Tweet in G6:
[1] https://twitter.com/BasicNeedsGh/status/1209140667705892870

Top URLs in Tweet in G7:
[2] https://www.aspenideas.org/sessions/infidelity-and-the-future-of-relationships?fbclid=IwAR0AD1vsXLsXQAOlamNg-ugqV_KDdP13JoTlGstsd2UgEOc-poCJror6i3E
[1] https://twitter.com/aspenideas/status/880811726148521985
[1] https://twitter.com/aspenideas/status/1208451819044790272
[1] https://www.aspenideas.org/podcasts/how-to-quash-bias?utm_source=Heleo+Newsletters&utm_campaign=6777b5d2e6-EMAIL_CAMPAIGN_2019_11_18&utm_medium=email&utm_term=0_85eb2ca8d0-6777b5d2e6-216970021&mc_cid=6777b5d2e6&mc_eid=0ac3b07c7d
[1] https://twitter.com/aspenideas/status/1210953050002771968
[1] https://www.aspenideas.org/sessions/a-thousand-small-sanities
[1] https://www.aspenideas.org/sessions/can-we-trust-tech
[1] https://www.aspenideas.org/sessions/the-zip-code-reality-where-you-live-matters
[1] https://www.aspenideas.org/sessions/aspen-lecture-understanding-the-immune-system
[1] https://www.aspenideas.org/sessions/info-wars-the-global-fight-for-truth

Top URLs in Tweet in G8:
[2] https://www.aspeninstitute.org/videos/deep-dive-can-americans-come-together-by-arguing-better/

Top URLs in Tweet in G9:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-03847-z

Top URLs in Tweet in G10:
[1] https://twitter.com/aspenideas/status/1210243122254376960

Top Domains
Top Domains in Tweet in Entire Graph:
[51] aspenideas.org
[6] twitter.com
[4] aspeninstitute.org
[3] youtube.com
[2] hhrjournal.org
[1] archdaily.com
[1] podplayer.net
[1] apple.com
[1] nature.com
[1] bezosscholars.org

Top Domains in Tweet in G1:
[37] aspenideas.org
[1] archdaily.com
[1] twitter.com
[1] bezosscholars.org

Top Domains in Tweet in G3:
[6] aspenideas.org
[2] aspeninstitute.org
[1] podplayer.net
[1] apple.com

Top Domains in Tweet in G4:
[2] youtube.com

Top Domains in Tweet in G5:
[2] hhrjournal.org

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

Top Domains in Tweet in G7:
[8] aspenideas.org
[3] twitter.com

Top Domains in Tweet in G8:
[2] aspeninstitute.org

Top Domains in Tweet in G9:
[1] nature.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[25] aspenideas
[17] aspenideashealth
[5] fargo
[2] arguebetter
[2] icymi
[2] bezosscholars
[1] rural
[1] stereotype
[1] christmasideas
[1] christmasdecorating



Top Hashtags in Tweet in G1:
[18] aspenideas
[9] aspenideashealth
[2] icymi
[2] bezosscholars
[1] fargo
[1] academia
[1] antiracist
[1] spotlighthealth
[1] changemaker

Top Hashtags in Tweet in G3:
[8] aspenideashealth
[5] aspenideas
[4] fargo
[1] rural
[1] stereotype
[1] educated
[1] hillbillyelegy
[1] flyover
[1] aspenideastogo

Top Hashtags in Tweet in G4:
[1] christmasideas
[1] christmasdecorating
[1] monkeytipstricks
[1] christmastree

Top Hashtags in Tweet in G6:
[1] mentalhealth

Top Hashtags in Tweet in G7:
[1] aspenideas

Top Hashtags in Tweet in G8:
[2] arguebetter

Top Hashtags in Tweet in G9:
[1] ai

Top Hashtags in Tweet in G10:
[1] ruralmatters
[1] ruralrevitalization

Top Words
Top Words in Tweet in Entire Graph:
[170] Words in Sentiment List#1: Positive
[52] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[3676] Non-categorized Words
[3898] Total Words
[90] aspenideas
[47] repjohnlewis
[41] petedominick
[40] one
[32] back

Top Words in Tweet in G1:
[20] aspenideas
[18] #aspenideas
[13] see
[9] one
[9] #aspenideashealth
[9] world
[9] re
[8] 2020
[8] free
[8] go

Top Words in Tweet in G2:
[47] repjohnlewis
[46] aspenideas
[41] petedominick
[28] back
[27] one
[27] moments
[27] interview
[27] few
[26] happiest
[26] career

Top Words in Tweet in G3:
[12] aspenideas
[12] 2020
[11] ideas
[8] aspeninstitute
[8] passes
[8] #aspenideashealth
[5] #aspenideas
[5] available
[5] event
[4] go

Top Words in Tweet in G4:
[2] americancrafts
[2] artsandcrafts
[2] aspenideas
[2] blossomhacks
[2] bbcideas
[2] diynetwork

Top Words in Tweet in G5:
[2] right
[2] road
[2] universal
[2] health
[2] coverage
[2] judith_mesquita
[2] diederik_lohman
[2] aspenideas

Top Words in Tweet in G6:
[2] gospeakyourmind
[2] aspenideas
[2] undp
[2] michellefunk3
[2] voiceghana
[2] happy
[2] mental

Top Words in Tweet in G7:
[4] monogamy
[4] one
[4] person
[2] aspen
[2] infidelity
[2] future
[2] relationships
[2] used
[2] life
[2] time

Top Words in Tweet in G8:
[10] need
[5] american
[5] don
[5] fewer
[5] arguments
[5] less
[5] stupid
[5] ones
[4] ericpliu
[3] aspenideas

Top Words in Tweet in G9:
[3] met
[3] regina
[3] barzilay
[3] aspenideas
[3] mit_csail
[3] few
[3] months
[3] before
[3] offered
[3] position

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] repjohnlewis,aspenideas
[26] one,happiest
[26] happiest,moments
[26] moments,career
[26] career,getting
[26] getting,interview
[26] interview,repjohnlewis
[26] aspenideas,few
[26] few,years
[26] years,back

Top Word Pairs in Tweet in G1:
[6] one,another
[6] holiday,season
[6] #aspenideas,#aspenideashealth
[6] men,women
[5] see,world
[5] world,eyes
[5] eyes,bird
[5] bird,dive
[5] dive,culture
[5] culture,wars

Top Word Pairs in Tweet in G2:
[46] repjohnlewis,aspenideas
[26] one,happiest
[26] happiest,moments
[26] moments,career
[26] career,getting
[26] getting,interview
[26] interview,repjohnlewis
[26] aspenideas,few
[26] few,years
[26] years,back

Top Word Pairs in Tweet in G3:
[8] 2020,passes
[4] idea,give
[4] give,gift
[4] gift,ideas
[4] ideas,holiday
[4] holiday,season
[4] season,2020
[4] passes,aspenideas
[4] aspenideas,#aspenideashealth
[4] planning,trips

Top Word Pairs in Tweet in G4:
[2] americancrafts,artsandcrafts
[2] artsandcrafts,aspenideas
[2] aspenideas,blossomhacks
[2] bbcideas,diynetwork

Top Word Pairs in Tweet in G5:
[2] right,road
[2] road,universal
[2] universal,health
[2] health,coverage
[2] coverage,judith_mesquita
[2] judith_mesquita,diederik_lohman
[2] diederik_lohman,aspenideas

Top Word Pairs in Tweet in G6:
[2] gospeakyourmind,aspenideas
[2] aspenideas,undp
[2] undp,michellefunk3

Top Word Pairs in Tweet in G7:
[4] one,person
[2] infidelity,future
[2] future,relationships
[2] relationships,monogamy
[2] monogamy,used
[2] used,one
[2] person,life
[2] life,monogamy
[2] monogamy,one
[2] person,time

Top Word Pairs in Tweet in G8:
[5] don,need
[5] need,fewer
[5] fewer,arguments
[5] need,less
[5] less,stupid
[5] stupid,ones
[3] arguments,american
[3] american,civic
[3] civic,life
[3] life,today

Top Word Pairs in Tweet in G9:
[3] met,regina
[3] regina,barzilay
[3] barzilay,aspenideas
[3] aspenideas,mit_csail
[3] mit_csail,few
[3] few,months
[3] months,before
[3] before,offered
[3] offered,position
[3] position,thenci

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@repjohnlewis
@petedominick
@aspeninstitute
@ericpliu
@tarawestover
@emergingprairie
@agordonreed
@dandavis101
@aspencitizen

Top Mentioned in G1:
@aspenideas
@dandavis101
@adamgopnik
@agordonreed
@cragcrest
@drmaizes
@dribram
@sarah
@cvshealth

Top Mentioned in G2:
@repjohnlewis
@aspenideas
@petedominick

Top Mentioned in G3:
@aspenideas
@aspeninstitute
@tarawestover
@daretodoubt
@emergingprairie
@agordonreed
@davidwblight
@ruraled
@sarah_smarsh
@jamesfallows

Top Mentioned in G4:
@americancrafts
@artsandcrafts
@aspenideas
@blossomhacks
@bbcideas
@diynetwork
@youtube
@youtubetrends
@ytcreators
@awkwardgoogle

Top Mentioned in G5:
@judith_mesquita
@diederik_lohman
@aspenideas
@nygrenkrug
@mmkav
@mmkavanagh
@pnhp
@cnsozi
@malcolmoslo
@satterthwaiteml

Top Mentioned in G6:
@aspenideas
@who
@undp
@michellefunk3
@voiceghana
@gospeakyourmind
@mindfreedomgh

Top Mentioned in G8:
@ericpliu
@aspencitizen
@facinghistory
@allstate
@aspenideas

Top Mentioned in G9:
@aspenideas
@mit_csail
@thenci
@ninafuture

Top Mentioned in G10:
@ruralmatterspod

Top Tweeters
Top Tweeters in Entire Graph:
@sgh_rts
@dawnarickelz
@tmwinsett
@ptothed1
@heatherclark55
@kefish
@_maryhshultz
@eyemagistus
@jeffjarvis
@vitalis_omboyi

Top Tweeters in G1:
@kefish
@farrukhkpitafi
@archdaily
@amywebb
@kindasweetish
@netflix
@erictopol
@caspertk
@drrichbesser
@sarcasticluther

Top Tweeters in G2:
@dawnarickelz
@tmwinsett
@ptothed1
@heatherclark55
@_maryhshultz
@jeffjarvis
@andykindler
@practicalvoter
@sdkstl
@espinsegall

Top Tweeters in G3:
@kathleenmwade
@gnageshrao
@mikeallen
@woroud
@aspeninstitute
@sarah_smarsh
@dominicdsmith
@ski7days
@agordonreed
@podcastaddict

Top Tweeters in G4:
@sgh_rts
@diymagazine
@youtube
@artsandcrafts
@tasty
@ytcreators
@diynetwork
@youtubetrends
@buzzfeeddiy
@awkwardgoogle

Top Tweeters in G5:
@satterthwaiteml
@cnsozi
@diederik_lohman
@pnhp
@nygrenkrug
@mmkavanagh
@inga_winkler
@dabneyevans
@malcolmoslo
@alston_unsr

Top Tweeters in G6:
@undp
@who
@michellefunk3
@mindfreedomgh
@basicneedsgh
@gospeakyourmind
@voiceghana

Top Tweeters in G7:
@eyemagistus
@vitalis_omboyi
@tonyalfidi
@wadesmom
@freddieoconnell
@beaulieuja
@braincandylearn

Top Tweeters in G8:
@allstate
@jgitchell
@facinghistory
@ericpliu
@aspencitizen

Top Tweeters in G9:
@brainroaring
@thenci
@idavar
@ninafuture
@mit_csail

Top Tweeters in G10:
@k_riptopcity
@ruralmatterspod