#REDD+, Twitter, 1/3/2020 2:06:05 PM, 219766


FAQ | Problem?

#REDD+_2020-01-02_06-24-01.xlsx
#REDD _2020-01-02_06-24-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 03, 2020
Short Description:
#REDD via NodeXL http://bit.ly/2QkiwV4
@reddcoin
@cifor
@techadeptrdd
@unredd
@eadi
@reddcoinhispano
@ku_ifro
@terraglobal
@projectk9hero
@dfc_fellowship

Top hashtags:
#redd
#rdd
#staking
#reddheads
#wallet
#hodl
#reddcoin
#climateaction
#article6
#gnd

Description:
Description
The graph represents a network of 287 Twitter users whose tweets in the requested range contained "#REDD ", 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 14:24 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 13-day, 14-hour, 41-minute period from Thursday, 19 December 2019 at 07:22 UTC to Wednesday, 01 January 2020 at 22:03 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 : 287
Unique Edges : 317
Edges With Duplicates : 310
Total Edges : 627
Number of Edge Types : 4
Tweet : 102
MentionsInRetweet : 254
Mentions : 262
Replies to : 9
Self-Loops : 102
Reciprocated Vertex Pair Ratio : 0.0231023102310231
Reciprocated Edge Ratio : 0.0451612903225806
Connected Components : 69
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 50
Maximum Edges in a Connected Component : 212
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.068675
Graph Density : 0.00377671109378426
Modularity : 0.492476
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 287 Twitter users whose tweets in the requested range contained "#REDD+", 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 14:24 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 13-day, 14-hour, 41-minute period from Thursday, 19 December 2019 at 07:22 UTC to Wednesday, 01 January 2020 at 22:03 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 : #REDD+
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:
[3] https://projectk9hero.myshopify.com/collections/redd-collection
[3] https://ifro.ku.dk/english/research/news/2019/a-critical-evaluation-of-redd/
[3] https://www.youtube.com/watch?v=kh57I0wzhgs&feature=youtu.be

[2] https://twitter.com/keshia_red/status/1212086295935279104
[2] https://lse.swingtradebot.com/equities/REDD
[2] https://twitter.com/AmazonWatch/status/1211090460179079168
[2] https://www.chartmill.com/stock/analyzer/stock/REDD.L?key=9a831d04-c427-47ae-be28-748591e76f0f&utm_source=twitterEU&utm_medium=TA&utm_content=REDD.L&utm_campaign=social_tracking
[2] https://forestsnews.cifor.org/62303/time-to-get-serious-about-evaluating-redd-impacts?fnl=en
[2] http://ow.ly/u1pn50wNsJu
[2] https://forestsnews.cifor.org/63405/putting-people-at-the-heart-of-peatland-conservation-efforts-in-borneo?fnl=en

Top URLs in Tweet in G1:
[1] https://www.reddit.com/r/reddCoin/comments/eewkek/reddcoin_rdd_core_official_release_v300rc1_posv/
[1] https://www.reddit.com/r/reddCoin/comments/efr42h/required_upgrade_reddcoin_rdd_core_release/

Top URLs in Tweet in G2:
[3] https://ifro.ku.dk/english/research/news/2019/a-critical-evaluation-of-redd/
[2] https://forestsnews.cifor.org/63405/putting-people-at-the-heart-of-peatland-conservation-efforts-in-borneo?fnl=en
[2] http://ow.ly/u1pn50wNsJu
[2] https://forestsnews.cifor.org/62303/time-to-get-serious-about-evaluating-redd-impacts?fnl=en
[1] https://rightsandresources.org/en/blog/forests-tenure-and-climate/#.XXn9NPkzbn8
[1] https://forestsnews.cifor.org/62040/forestry-is-not-fulfilling-its-promise-to-the-rural-poor?fnl=en
[1] https://forestsnews.cifor.org/62524/getting-ethiopia-redd-ready?fnl=en
[1] https://forestsnews.cifor.org/63244/redd-still-a-critical-color-on-the-palette-of-forest-protection-strategies?fnl=en
[1] https://twitter.com/CIFOR/status/1203963774035726336

Top URLs in Tweet in G3:
[2] https://www.chartmill.com/stock/analyzer/stock/REDD.L?key=9a831d04-c427-47ae-be28-748591e76f0f&utm_source=twitterEU&utm_medium=TA&utm_content=REDD.L&utm_campaign=social_tracking
[2] https://lse.swingtradebot.com/equities/REDD
[1] https://www.youtube.com/watch?v=U4hKGdixa4s&feature=youtu.be

[1] http://www.counterpunch.org/
[1] https://www.counterpunch.org/2019/12/20/diversity-rules-environment-ok/
[1] https://www.instagram.com/p/B6WMotigOdj/?igshid=pww7b21te0k9
[1] https://www.instagram.com/p/B6QDDZMAS_w/?igshid=1tjbg6z2h27to
[1] https://www.instagram.com/p/B6TRm3mgyTF/?igshid=1ga3jw0gepg4b
[1] https://www.instagram.com/p/B6VN0xlgSjY/?igshid=1qngdj96pyqrd
[1] https://twitter.com/drbollers/status/1209258463760699393

Top URLs in Tweet in G4:
[3] https://projectk9hero.myshopify.com/collections/redd-collection
[1] https://twitter.com/ProjectK9Hero/status/1210565374388920320
[1] https://www.youtube.com/user/WWFforestclimate

Top URLs in Tweet in G6:
[2] https://twitter.com/AmazonWatch/status/1211090460179079168
[1] https://twitter.com/JustMissAlia/status/1207567938330529792
[1] https://twitter.com/EarthInnovate/status/1207795893367431168
[1] https://twitter.com/Survival/status/1210280398279843840
[1] https://twitter.com/mwalinu/status/1210283664241676288
[1] https://twitter.com/StevenLawry/status/1211405520659243008
[1] https://twitter.com/AmazonWatch/status/1211815283662430209
[1] https://twitter.com/IENearth/status/1212116432332500997

Top URLs in Tweet in G8:
[1] https://open.spotify.com/track/7DwcgRxzj0qcnSRnqRgEoP?si=3I3_2DMyR7aV6BtJQjZXNQ
[1] https://open.spotify.com/track/2J4hjgkcwcwhrug5qBUagc?si=ip2bjtEoQKqcgBJAXlIOQQ

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=2Gej07HWdCo&feature=share

[1] https://www.youtube.com/watch?v=f5usFmnRt48&feature=youtu.be

[1] https://www.youtube.com/watch?v=fgMgaTHz2Ok&feature=youtu.be

[1] https://www.youtube.com/watch?v=axO6Vfb9aa8&feature=youtu.be

[1] https://www.youtube.com/watch?v=w4Lo7Q7_JHg&feature=youtu.be

[1] https://www.youtube.com/watch?v=80L6pDasJF8&feature=youtu.be

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

[1] https://www.youtube.com/watch?v=_nAex9N1yCA&feature=youtu.be

[1] https://www.youtube.com/watch?v=Z19kt3_Wc54&feature=youtu.be

[1] https://www.youtube.com/watch?v=4zPpRCcvYHc&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://www.aboutenergy.com/it_IT/sfogliabili/oil_45_IT/index.html#

Top Domains
Top Domains in Tweet in Entire Graph:
[31] instagram.com
[21] youtube.com
[14] twitter.com
[7] cifor.org
[3] myshopify.com
[3] ku.dk
[2] spotify.com
[2] reddit.com
[2] swingtradebot.com
[2] chartmill.com

Top Domains in Tweet in G1:
[2] reddit.com

Top Domains in Tweet in G2:
[7] cifor.org
[3] ku.dk
[2] ow.ly
[1] rightsandresources.org
[1] twitter.com

Top Domains in Tweet in G3:
[13] instagram.com
[5] youtube.com
[2] counterpunch.org
[2] chartmill.com
[2] swingtradebot.com
[1] twitter.com
[1] facebook.com
[1] nytimes.com
[1] listige.com
[1] icimod.org

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

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

Top Domains in Tweet in G8:
[2] spotify.com

Top Domains in Tweet in G9:
[10] youtube.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[220] redd
[64] rdd
[40] staking
[39] reddheads
[39] wallet
[38] hodl
[37] reddcoin
[32] climateaction
[30] article6
[30] gnd



Top Hashtags in Tweet in G1:
[64] rdd
[40] staking
[39] reddheads
[39] wallet
[38] hodl
[37] reddcoin
[15] posv
[14] upgrade
[14] core
[14] consensus

Top Hashtags in Tweet in G2:
[15] redd
[8] 2019inreview
[3] icymi
[3] forestsnews
[3] forestgrab
[2] pes
[2] reforestation
[2] forestdegradation
[2] forestry
[2] indonesia

Top Hashtags in Tweet in G3:
[49] redd
[4] ifperformancehall
[4] bulvar216
[3] geceiftebiter
[3] ifatasehir
[3] climatechange
[2] chartmill
[2] reddeplc
[2] londonstockexchange
[2] technicalanalysis

Top Hashtags in Tweet in G4:
[26] redd
[2] forestclimate
[1] mwd
[1] workingdog
[1] military
[1] godblessourtroops
[1] godblessamerica

Top Hashtags in Tweet in G5:
[19] malawi
[18] princeharry
[18] dukeofsussex
[2] redd
[1] africanparks
[1] 500elephants
[1] nkhotakota
[1] partnershipsforthegoals
[1] wildlifeconservation
[1] forestcarbon

Top Hashtags in Tweet in G6:
[39] redd
[30] article6
[30] gnd
[30] climateaction
[30] climatestrike
[30] fridaysforfuture
[30] youthforclimate
[28] offsets
[27] cop
[26] 1o5c

Top Hashtags in Tweet in G7:
[2] recuento2019
[2] juntasintermunicipales
[1] redd

Top Hashtags in Tweet in G8:
[11] redd
[2] doganduru
[2] yenialbum
[1] siktiretbosver
[1] soldoutperformancehall
[1] powertürk

Top Hashtags in Tweet in G9:
[10] redd
[1] yersizgöksüzzamanlar
[1] osesturkiye
[1] osestürkiye
[1] muratboz
[1] hadise
[1] beyaz
[1] sedasayan
[1] acunilicali
[1] tarıksezer

Top Hashtags in Tweet in G10:
[5] redd
[1] trees
[1] energy
[1] nowreading

Top Words
Top Words in Tweet in Entire Graph:
[144] Words in Sentiment List#1: Positive
[59] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7423] Non-categorized Words
[7626] Total Words
[216] #redd
[73] help
[64] #rdd
[52] cifor
[52] upgrade

Top Words in Tweet in G1:
[64] #rdd
[52] upgrade
[40] #staking
[39] #reddheads
[39] #wallet
[38] need
[38] help
[38] latest
[38] client
[38] #hodl

Top Words in Tweet in G2:
[52] cifor
[21] redd
[18] forests
[14] forest
[12] rural
[11] #redd
[11] using
[11] modern
[11] technology
[11] locate

Top Words in Tweet in G3:
[49] #redd
[9] redd
[8] ataşehir
[5] için
[5] performance
[5] hall
[5] york
[4] sahnesinde
[4] #ifperformancehall
[4] #bulvar216

Top Words in Tweet in G4:
[34] projectk9hero
[26] #redd
[23] help
[23] remember
[23] dog
[23] deployed
[23] friday
[14] donate
[14] today
[13] supporting

Top Words in Tweet in G5:
[19] #malawi
[18] catherine
[18] chunga
[18] dnpw
[18] meets
[18] #princeharry
[18] #dukeofsussex
[18] during
[18] trip
[18] prince

Top Words in Tweet in G6:
[39] #redd
[30] #article6
[30] extinctionr
[30] #gnd
[30] #climateaction
[30] #climatestrike
[30] #fridaysforfuture
[30] #youthforclimate
[28] #offsets
[26] #1o5c

Top Words in Tweet in G7:
[2] #recuento2019
[2] vivimos
[2] octubre
[2] primeros
[2] talleres
[2] capacitación
[2] #juntasintermunicipales

Top Words in Tweet in G8:
[11] #redd
[7] reddseyirdefter
[5] gunesduru
[2] gece
[2] yılın
[2] uzun
[2] gecesi
[2] redd'in
[2] yeni
[2] albüm

Top Words in Tweet in G9:
[10] #redd
[9] aracılığıyla
[9] youtube
[8] bölüm
[7] amd
[7] ryzen
[7] 3600
[7] işlemci
[7] ile
[7] red

Top Words in Tweet in G10:
[5] offered
[5] eni
[5] write
[5] piece
[5] importance
[5] opportunities
[5] #redd
[5] special
[5] edition
[5] power

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[38] #reddheads,need
[38] need,help
[38] help,#staking
[38] #staking,upgrade
[38] upgrade,latest
[38] latest,#wallet
[38] #wallet,client
[38] client,#hodl
[38] #hodl,#rdd
[38] #rdd,staking

Top Word Pairs in Tweet in G1:
[38] #reddheads,need
[38] need,help
[38] help,#staking
[38] #staking,upgrade
[38] upgrade,latest
[38] latest,#wallet
[38] #wallet,client
[38] client,#hodl
[38] #hodl,#rdd
[38] #rdd,staking

Top Word Pairs in Tweet in G2:
[11] using,modern
[11] modern,technology
[11] technology,locate
[11] locate,wood
[11] wood,processing
[11] processing,situ
[11] situ,forest
[11] forest,rural
[11] rural,landscape
[11] landscape,forestry

Top Word Pairs in Tweet in G3:
[5] performance,hall
[4] ataşehir,sahnesinde
[4] #bulvar216,#redd
[4] #redd,performance
[4] hall,ataşehir
[3] redd,21
[3] sahnesinde,biletler
[3] biletler,216
[3] 216,688
[3] 688,1530

Top Word Pairs in Tweet in G4:
[23] help,remember
[23] remember,dog
[23] dog,deployed
[23] #redd,friday
[13] deployed,supporting
[13] supporting,projectk9hero
[13] projectk9hero,#redd
[13] friday,donate
[13] donate,yours
[13] yours,today

Top Word Pairs in Tweet in G5:
[18] catherine,chunga
[18] chunga,dnpw
[18] dnpw,meets
[18] meets,#princeharry
[18] #princeharry,#dukeofsussex
[18] #dukeofsussex,during
[18] during,trip
[18] trip,#malawi
[18] #malawi,prince
[18] prince,harry

Top Word Pairs in Tweet in G6:
[30] extinctionr,#gnd
[30] #gnd,#climateaction
[30] #climateaction,#climatestrike
[30] #fridaysforfuture,#youthforclimate
[25] #1o5c,sunrisemvmt
[25] sunrisemvmt,gavinnewsom
[25] gavinnewsom,#xrsfbay
[25] #xrsfbay,rtbayarea
[25] rtbayarea,idlenomoresfbay
[25] y_vs_a,gretathunberg

Top Word Pairs in Tweet in G7:
[2] #recuento2019,vivimos
[2] vivimos,octubre
[2] octubre,primeros
[2] primeros,talleres
[2] talleres,capacitación
[2] capacitación,#juntasintermunicipales

Top Word Pairs in Tweet in G8:
[4] gunesduru,#redd
[2] reddseyirdefter,#redd
[2] gece,yılın
[2] yılın,uzun
[2] uzun,gecesi
[2] gecesi,#redd
[2] redd'in,yeni
[2] yeni,albüm
[2] albüm,yükleniyor
[2] yükleniyor,çok

Top Word Pairs in Tweet in G9:
[8] youtube,aracılığıyla
[7] amd,ryzen
[7] ryzen,3600
[7] 3600,işlemci
[7] işlemci,ile
[7] ile,red
[7] red,dead
[7] dead,redemption
[7] redemption,bölüm
[7] bölüm,türkçe

Top Word Pairs in Tweet in G10:
[5] offered,eni
[5] eni,write
[5] write,piece
[5] piece,importance
[5] importance,opportunities
[5] opportunities,#redd
[5] #redd,special
[5] special,edition
[5] edition,power
[4] maniatisdanae,offered

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@reddcoin
@cifor
@extinctionr
@sunrisemvmt
@gavinnewsom
@rtbayarea
@idlenomoresfbay
@y_vs_a
@gretathunberg
@techadeptrdd

Top Mentioned in G1:
@reddcoin
@techadeptrdd
@reddcoinhispano
@stephenpkendal
@3speakonline
@reddit

Top Mentioned in G2:
@cifor
@unredd
@aduchelle
@ku_ifro
@cifor_germany
@aangelsen
@cifor_bosques
@globallf
@fta_cgiar
@icraf

Top Mentioned in G3:

Top Mentioned in G4:
@projectk9hero
@dukethek9
@wwfforestcarbon

Top Mentioned in G5:
@terraglobal

Top Mentioned in G6:
@extinctionr
@sunrisemvmt
@gavinnewsom
@rtbayarea
@idlenomoresfbay
@y_vs_a
@gretathunberg
@forestkeeper
@airresources
@marynicholsca

Top Mentioned in G7:
@menosdosgrados
@aipromades
@jias_altossur
@jicosur
@jira_mx
@jircomx
@lajisoc
@jimav_jalisco
@jinor16
@mexico_tnc

Top Mentioned in G8:
@reddseyirdefter
@gunesduru
@denizim_db
@soldoutperfhall

Top Mentioned in G9:
@youtube
@youtubegaming

Top Mentioned in G10:
@eni
@maniatisdanae
@francesjseymour
@lucia_perugini

Top Tweeters
Top Tweeters in Entire Graph:
@chartmill
@npazderski
@jasamgurlie
@milaniolivera
@jillian_rose07
@shaunwalters041
@larideshareguy
@jmkuhn99
@stephenpkendal
@yuvi_nation

Top Tweeters in G1:
@stephenpkendal
@reddit
@how_to_coin
@coinupdates
@cryptokaiketsuz
@dean_dffn
@aoizi
@maskedvillian
@goachievegoals2
@eurynomestolas

Top Tweeters in G2:
@yuvi_nation
@durrego86
@edrojasbr
@globallf
@worldresources
@cifor
@austca
@icraf
@rikejuca
@cifor_bosques

Top Tweeters in G3:
@chartmill
@bernisharynia
@br33franc3s
@imightdee
@swingtradebotuk
@reallistige
@chauncytalon
@red1blu1
@nickysundt
@bzgeo

Top Tweeters in G4:
@npazderski
@shaunwalters041
@jmkuhn99
@scanachi
@seagraverick
@gopbattle2020
@1986celtics
@ruthobr46755051
@animalsmatter9
@ruby3870

Top Tweeters in G5:
@jasamgurlie
@gina_asada
@magalidmathias
@latteiicious
@miriam0882
@royals_online
@rafegirl
@factsdos
@twice_doris
@nehpazojarchieh

Top Tweeters in G6:
@danbacher
@extinctionr
@wind_in_grass
@sunfloweraction
@climatechangepa
@gavinnewsom
@sunrisemvmt
@airresources
@rtbayarea
@gretathunberg

Top Tweeters in G7:
@semadetjal
@mexico_tnc
@jseverinor
@aipromades
@jimav_jalisco
@menosdosgrados
@jicosur
@jira_mx
@lajisoc
@jias_altossur

Top Tweeters in G8:
@encrazydiamond
@oyagokcee
@powerturkfm
@reddseyirdefter
@gurunayla
@denizim_db
@feminikedi
@gunesduru
@turkanduru17
@soldoutperfhall

Top Tweeters in G9:
@941blackstone
@youtube
@youtubegaming
@erumiter95
@elifdemirina
@safakkrn

Top Tweeters in G10:
@giomatlter
@eni
@maniatisdanae
@sissi_max
@francesjseymour
@lucia_perugini