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#Future #humanity Twitter NodeXL SNA Map and Report for Tuesday, 20 July 2021 at 07:02 UTC (experimental version)
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From:
vivian
Uploaded on:
July 20, 2021
Short Description:
#Future #humanity via NodeXL https://bit.ly/3iv6oxl
@streetartdream
@officesutra
@b_r_uaugusto
@allatratv
@dan__brummitt
@evolvingcaveman
@j_matcob
@adityapatel811
@vivekku58327956
@daniel___seo

Top hashtags:
#future
#humanity
#art
#streetart
#hope
#goodmorning
#love

Description:
Description
The graph represents a network of 410 Twitter users whose recent tweets contained "#Future #humanity", 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 Tuesday, 20 July 2021 at 07:02 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 25-minute period from Monday, 12 July 2021 at 02:35 UTC to Tuesday, 20 July 2021 at 06:00 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 : 410
Unique Edges : 415
Edges With Duplicates : 180
Total Edges : 595
Number of Edge Types : 5
Retweet : 402
Tweet : 107
Replies to : 12
MentionsInRetweet : 52
Mentions : 22
Self-Loops : 118
Reciprocated Vertex Pair Ratio : 0.00232558139534884
Reciprocated Edge Ratio : 0.00464037122969838
Connected Components : 33
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 296
Maximum Edges in a Connected Component : 341
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.001039
Graph Density : 0.00257021885622279
Modularity : 0.496998
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 410 Twitter users whose recent tweets contained "#Future #humanity", 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 Tuesday, 20 July 2021 at 07:02 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 25-minute period from Monday, 12 July 2021 at 02:35 UTC to Tuesday, 20 July 2021 at 06:00 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 : #Future #humanity
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[59] https://danielbrummitt.com/2021/06/24/anti-psychiatry-principles-of-unity-%f0%9f%9b%a1-%f0%9f%9a%ab%f0%9f%92%8a%f0%9f%92%89-humanity-humanrights-change-future-unitednations-newnuremburg/
[17] http://youtu.be/OdBqRbohhKc
[11] https://www.amazon.com/How-not-monkey-21st-Century-ebook/dp/B072PSL2XN/ref=sr_1_1?ie=UTF8&qid=1524585535&sr=8-1&keywords=How+not+to+be+a+monkey+in+the+21st+Century+%3A+A+guide+to+who+you+are+and+how+to+live
[6] https://bit.ly/3dZE98Q
[5] https://screenrant.com/nasa-time-capsule-lucy-mission-plaque/
[4] https://www.futuristgerd.com/media/futurist-gerd-leonhards-recommended-books/
[4] https://www.goodreads.com/user/show/52840043-gerd-leonhard
[4] http://dlvr.it/S3QQ3g
[4] http://dlvr.it/S3QQRy
[4] http://dlvr.it/S3wNMx

Top URLs in Tweet in G2:
[6] https://bit.ly/3dZE98Q
[2] https://twitter.com/ipfconline1/status/1412192872204484610
[2] http://bit.ly/EthicalChange
[2] https://halfgeekhalfhuman.net/rise-of-the-digital-human/#.XvNB_9Vt-G8.twitter
[2] http://bit.ly/TechGiantsforGood
[2] https://twitter.com/StreetArtDream/status/1405775749416554504
[1] https://link.medium.com/wMMCDSwVOhb
[1] https://m.facebook.com/story.php?story_fbid=3111205519124660&id=100000186126244&sfnsn=scwspmo
[1] http://www.zetatalk.com/index/zeta565.htm
[1] https://twitter.com/MarcusRashford/status/1414672590468227074

Top URLs in Tweet in G3:
[17] http://youtu.be/OdBqRbohhKc

Top URLs in Tweet in G5:
[59] https://danielbrummitt.com/2021/06/24/anti-psychiatry-principles-of-unity-%f0%9f%9b%a1-%f0%9f%9a%ab%f0%9f%92%8a%f0%9f%92%89-humanity-humanrights-change-future-unitednations-newnuremburg/

Top URLs in Tweet in G7:
[11] https://www.amazon.com/How-not-monkey-21st-Century-ebook/dp/B072PSL2XN/ref=sr_1_1?ie=UTF8&qid=1524585535&sr=8-1&keywords=How+not+to+be+a+monkey+in+the+21st+Century+%3A+A+guide+to+who+you+are+and+how+to+live

Top URLs in Tweet in G8:
[1] http://www.resourcebasedeconomy.org

Top URLs in Tweet in G10:
[4] https://www.futuristgerd.com/media/futurist-gerd-leonhards-recommended-books/
[4] https://www.goodreads.com/user/show/52840043-gerd-leonhard

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[523] future
[519] humanity
[341] art
[340] streetart
[338] hope
[334] goodmorning
[327] love
[316] rebel
[211] heart
[85] flowers



Top Hashtags in Tweet in G1:
[335] streetart
[335] art
[335] humanity
[335] future
[333] hope
[329] goodmorning
[315] love
[313] rebel
[209] heart
[84] flowers

Top Hashtags in Tweet in G2:
[31] future
[30] humanity
[8] leadership
[7] change
[6] strategy
[6] podcast
[6] voiceamerica
[6] management
[6] convergence
[6] employees

Top Hashtags in Tweet in G3:
[17] humanity
[17] survive
[17] changes
[17] allatra
[17] future
[17] truth
[17] unity

Top Hashtags in Tweet in G4:
[7] globalwarming
[7] environment
[7] geology
[7] earth
[7] future
[7] humanity
[7] globalhealth

Top Hashtags in Tweet in G5:
[59] humanity
[59] humanrights
[59] change
[59] future
[59] unitednations
[59] newnuremburg

Top Hashtags in Tweet in G6:
[2] cbse
[2] privatestudents
[2] humanity
[2] equality
[2] future
[2] torture
[2] cbseprivatestudentslivesmatter
[2] cbseprivateexamcancel
[2] cbseprivatestidentslivesmatter

Top Hashtags in Tweet in G7:
[11] future
[11] humanity
[11] philosophy
[11] climateemergency

Top Hashtags in Tweet in G8:
[2] humanity
[1] future

Top Hashtags in Tweet in G9:
[6] helping
[6] alive
[6] humanity
[6] humanrights
[6] children
[6] schools
[6] future
[6] eu
[6] poverty
[6] education

Top Hashtags in Tweet in G10:
[4] mustread
[4] future
[4] climatechange
[4] humanity

Top Words
Top Words in Tweet in Entire Graph:
[637] choose
[525] #humanity
[525] #future
[341] change
[341] #art
[340] #streetart
[338] #hope
[334] #goodmorning
[332] good
[332] morning

Top Words in Tweet in G1:
[631] choose
[335] change
[335] #streetart
[335] #art
[335] #humanity
[335] #future
[333] #hope
[329] good
[329] morning
[329] #goodmorning

Top Words in Tweet in G2:
[31] #future
[30] #humanity
[8] #leadership
[7] #change
[7] human
[6] more
[6] #strategy
[6] #podcast
[6] #voiceamerica
[6] #management

Top Words in Tweet in G3:
[17] today
[17] crises
[17] beginning
[17] #humanity
[17] #survive
[17] impending
[17] #changes
[17] join
[17] international
[17] online

Top Words in Tweet in G4:
[7] alert
[7] human
[7] beings
[7] global
[7] warming
[7] future
[7] disappearing
[7] great
[7] example
[7] understand

Top Words in Tweet in G5:
[59] anti
[59] psychiatry
[59] principles
[59] unity
[59] #humanity
[59] #humanrights
[59] #change
[59] #future
[59] #unitednations
[59] #newnuremburg

Top Words in Tweet in G6:
[4] b'coz
[2] mrrohan07
[2] drrpnishank
[2] pmoindia
[2] advmamtasharma
[2] nidhitanejaa
[2] anubha1812
[2] #cbse
[2] rip
[2] #privatestudents

Top Words in Tweet in G7:
[22] part
[22] earth
[11] best
[11] way
[11] lead
[11] meaningful
[11] life
[11] think
[11] bigger
[11] thinking

Top Words in Tweet in G8:
[2] need
[2] improve
[2] #humanity

Top Words in Tweet in G9:
[6] #helping
[6] others
[6] sign
[6] re
[6] still
[6] #alive
[6] #humanity
[6] #humanrights
[6] #children
[6] #schools

Top Words in Tweet in G10:
[4] top
[4] #mustread
[4] books
[4] recommend
[4] summer
[4] reading
[4] #future
[4] #climatechange
[4] #humanity
[4] see

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[340] #streetart,#art
[332] good,morning
[319] #art,#goodmorning
[316] first,change
[316] change,yourself
[316] yourself,choose
[316] #goodmorning,#humanity
[316] #humanity,#hope
[316] #future,#love
[316] #love,#rebel

Top Word Pairs in Tweet in G1:
[335] #streetart,#art
[329] good,morning
[316] #art,#goodmorning
[313] first,change
[313] change,yourself
[313] yourself,choose
[313] #goodmorning,#humanity
[313] #humanity,#hope
[313] #future,#love
[313] #love,#rebel

Top Word Pairs in Tweet in G2:
[6] #podcast,#voiceamerica
[6] #voiceamerica,#leadership
[6] #leadership,#management
[6] #management,#future
[6] #future,#change
[6] #change,#convergence
[6] #convergence,#humanity
[6] #humanity,#employees
[6] #employees,#teams
[2] perhaps,continued

Top Word Pairs in Tweet in G3:
[17] today,crises
[17] crises,beginning
[17] beginning,#humanity
[17] #humanity,#survive
[17] #survive,impending
[17] impending,#changes
[17] #changes,join
[17] join,international
[17] international,online
[17] online,conference

Top Word Pairs in Tweet in G4:
[7] alert,human
[7] human,beings
[7] beings,global
[7] global,warming
[7] warming,future
[7] future,disappearing
[7] disappearing,great
[7] great,example
[7] example,understand
[7] understand,gretathunberg

Top Word Pairs in Tweet in G5:
[59] anti,psychiatry
[59] psychiatry,principles
[59] principles,unity
[59] unity,#humanity
[59] #humanity,#humanrights
[59] #humanrights,#change
[59] #change,#future
[59] #future,#unitednations
[59] #unitednations,#newnuremburg

Top Word Pairs in Tweet in G6:
[2] mrrohan07,drrpnishank
[2] drrpnishank,pmoindia
[2] pmoindia,advmamtasharma
[2] advmamtasharma,nidhitanejaa
[2] nidhitanejaa,anubha1812
[2] anubha1812,b'coz
[2] b'coz,#cbse
[2] #cbse,rip
[2] rip,#privatestudents
[2] #privatestudents,#humanity

Top Word Pairs in Tweet in G7:
[22] part,earth
[11] best,way
[11] way,lead
[11] lead,meaningful
[11] meaningful,life
[11] life,think
[11] think,bigger
[11] bigger,thinking
[11] thinking,yourself
[11] yourself,part

Top Word Pairs in Tweet in G8:
[2] improve,#humanity

Top Word Pairs in Tweet in G9:
[6] #helping,others
[6] others,sign
[6] sign,re
[6] re,still
[6] still,#alive
[6] #alive,#humanity
[6] #humanity,#humanrights
[6] #humanrights,#children
[6] #children,#schools
[6] #schools,#future

Top Word Pairs in Tweet in G10:
[4] top,#mustread
[4] #mustread,books
[4] books,recommend
[4] recommend,summer
[4] summer,reading
[4] reading,#future
[4] #future,#climatechange
[4] #climatechange,#humanity
[4] #humanity,see
[4] see,expanded

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@alex_verbeek
@erinmoon72
@geologyofindia
@environmentca
@unep
@guardianeco
@goodreads
@drrpnishank
@pmoindia

Top Mentioned in G4:
@gretathunberg
@alex_verbeek
@erinmoon72
@geologyofindia
@environmentca
@unep
@guardianeco

Top Mentioned in G6:
@drrpnishank
@pmoindia
@advmamtasharma
@nidhitanejaa
@anubha1812
@cbseindia29
@narendramodi

Top Mentioned in G8:
@unfccc
@buckminster
@jacquefresco
@roxmeadows
@thevenusproject

Top Mentioned in G10:
@goodreads

Top Tweeters
Top Tweeters in Entire Graph:
@artificialbra1n
@ruvyn
@garthworld
@charismaalasta1
@jejeparis
@godfrey_g_
@djuna01
@june4th
@aberasturi_2020
@reartistron

Top Tweeters in G1:
@ruvyn
@garthworld
@jejeparis
@djuna01
@june4th
@aberasturi_2020
@reartistron
@tucsonrosie2001
@tittycat_
@2_synnceer4

Top Tweeters in G2:
@inboundplanet
@scottcdunn
@datruthizin
@suomibreaking
@sandnicoll
@voiceambusiness
@wal_businnes
@deborahmcollier
@jgminddoodles
@tkajumba

Top Tweeters in G3:
@igorterpugov
@shayteamlove
@irina_mazukova
@allatratv
@serhiy_kushpela
@starsoundsick
@davas72
@allatra_uk
@yurik02121
@jesusan88798021

Top Tweeters in G4:
@guardianeco
@erinmoon72
@unep
@environmentca
@alex_verbeek
@gretathunberg
@assam_rt
@sharif07aslam
@kapil_sharma0
@geologyofindia

Top Tweeters in G5:
@charismaalasta1
@cansincayli1
@dan__brummitt
@ireland2020
@57kazqz6uyiq2p2
@daniel___seo
@brummittdan
@dan_brummitt
@dan___brummitt
@_d_a_n_i_e_l__b

Top Tweeters in G6:
@drrpnishank
@narendramodi
@pmoindia
@anubha1812
@nidhitanejaa
@cbseindia29
@vivekku58327956
@mrrohan07
@advmamtasharma
@adityapatel811

Top Tweeters in G7:
@livepositivity
@headspace
@mindfuleveryday
@_badassiee
@tinybuddha
@evolvingcaveman
@wiseconnector
@ecktollequotes
@charliejgardner

Top Tweeters in G8:
@un
@j_matcob
@unfccc
@thevenusproject
@buckminster
@roxmeadows
@jacquefresco

Top Tweeters in G9:
@abeerdaghstani
@hebakhamri
@theprincessmaha
@rashida_saed
@mentor_mazin

Top Tweeters in G10:
@gleonhard
@goodreads
@futuresagency
@derfuturist
@agreenfuturist


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