#REDD+, Twitter, 9/19/2019 9:05:25 AM, 210272


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#REDD+_2019-09-19_01-53-37.xlsx
#REDD _2019-09-19_01-53-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2019
Short Description:
#REDD via NodeXL http://bit.ly/31zYKbB
@unredd
@cifor
@svelezhaller
@verrastandards
@ellyannecgithae
@olebergum
@timbales
@reddmonitor
@cem_forests
@wwfforestcarbon

Top hashtags:
#redd
#tfs
#indigenous
#landgrabs
#violence
#landrights
#humanrights
#forest
#rights

Description:
Description
The graph represents a network of 413 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, 19 September 2019 at 08:53 UTC.

The requested start date was Thursday, 19 September 2019 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, 19-minute period from Thursday, 05 September 2019 at 01:12 UTC to Wednesday, 18 September 2019 at 23:32 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 : 413
Unique Edges : 408
Edges With Duplicates : 663
Total Edges : 1071
Number of Edge Types : 3
Tweet : 204
Mentions : 835
Replies to : 32
Self-Loops : 204
Reciprocated Vertex Pair Ratio : 0.0328282828282828
Reciprocated Edge Ratio : 0.0635696821515892
Connected Components : 82
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 160
Maximum Edges in a Connected Component : 552
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.391877
Graph Density : 0.00240367662615482
Modularity : 0.381375
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[53] https://ww3.arb.ca.gov/cc/ghgsectors/tropicalforests/non-reg_notice_tropical_forest_standard_english.pdf
[17] http://www.foreststreesagroforestry.org/news-article/time-to-rethink-the-role-of-trees-forests-and-agroforestry-in-the-fight-against-climate-change/
[14] https://forestsnews.cifor.org/60457/the-future-of-social-forestry-in-indonesia?fnl=en
[11] https://vimeo.com/360482555
[3] https://tiny.cc/zxelbz
[3] https://myemail.constantcontact.com/subject.html?soid=1110646200593&aid=Y3_0MKQxXGo
[3] https://twitter.com/_rospearce/status/1082578515155959808
[3] https://lse.swingtradebot.com/equities/REDD
[3] http://wwf.panda.org/wwf_news/?273612/Conserving-Forests-to-Combat-Climate-Change
[3] https://tiny.cc/2l789y

Top URLs in Tweet in G1:
[16] http://www.foreststreesagroforestry.org/news-article/time-to-rethink-the-role-of-trees-forests-and-agroforestry-in-the-fight-against-climate-change/
[14] https://forestsnews.cifor.org/60457/the-future-of-social-forestry-in-indonesia?fnl=en
[2] https://rightsandresources.org/en/blog/forests-tenure-and-climate/#.XXn9NPkzbn8
[2] http://www.foreststreesagroforestry.org/publications/research-publication/?title=Narratives-in-REDD%20-benefit-sharing--examining-evidence-within-and-beyond-the-forest-sector&id=75058295
[1] https://forestsnews.cifor.org/58113/governing-forests-for-sustainability-what-works?fnl=en
[1] https://forestsnews.cifor.org/61755/collaborating-for-the-commons?fnl=en
[1] https://forestsnews.cifor.org/62040/forestry-is-not-fulfilling-its-promise-to-the-rural-poor?fnl=en
[1] https://forestsnews.cifor.org/50367/the-cost-of-missed-opportunities?fnl=en
[1] https://forestsnews.cifor.org/59227/global-climate-action-is-nothing-without-local-backing?fnl=
[1] https://forestsnews.cifor.org/58852/recognition-of-indigenous-territories-as-a-redd-strategy-an-example-from-the-peruvian-amazon?fnl=en

Top URLs in Tweet in G2:
[3] https://tiny.cc/zxelbz
[3] https://tiny.cc/2l789y
[2] https://www.unredd.net/documents/global-programme-191/gender-and-womens-empowerment-in-redd-1044/global-gender-resources/17255-checklist-for-gender-responsive-workshops.html
[2] https://2018ar.unredd.net
[1] https://www.un-redd.org/single-post/2019/08/20/Celebrating-UN-REDD-and-REDD-Achievements-in-Argentina
[1] https://www.un-redd.org/single-post/2019/08/22/Understanding-Forests-Beyond-Forest-Cover-Bhutan%E2%80%99s-REDD-journey
[1] https://www.ecosystemmarketplace.com/articles/shades-of-redd-a-marshall-plan-for-tropical-forests/
[1] https://twitter.com/Bec_Carman/status/1168460731907530752
[1] https://www.forestcarbonpartnership.org/

Top URLs in Tweet in G3:
[3] https://lse.swingtradebot.com/equities/REDD
[1] http://libros.centrsim.ru/wild_older_women_milf_erotica_bundle_milf_older_women_younger_men_menage_english_edition__40630-descargar_libro.html
[1] https://twitter.com/rhomboid1MF/status/1169495267814576130
[1] https://www.research-tree.com/companies/uk/investment-platforms-services/redde/research/cenkos-securities/cenkos-redde-plc-valuation-remains-attractive/39_2019090502571581460
[1] https://www.instagram.com/p/B2CxJ6tHs0E/?igshid=12wgq08x5obke
[1] https://www.investorschampion.com/channel/company-research/a-dividend-yield-of-7.3-is-certainly-attractive-to-income-seekers
[1] http://www.share-talk.co.uk/announcements/prn/redde-plc/holding-s-in-company/20190906153253PC485
[1] http://www.share-talk.co.uk/announcements/rns/redde-plc/final-results/201909050700062790L
[1] http://www.share-talk.co.uk/announcements/prn/redde-plc/holding-s-in-company/20190906124106PC8B2
[1] https://www.instagram.com/p/B2FMpKSJW3i/?igshid=1i5a8nm83lf7f

Top URLs in Tweet in G4:
[53] https://ww3.arb.ca.gov/cc/ghgsectors/tropicalforests/non-reg_notice_tropical_forest_standard_english.pdf
[11] https://vimeo.com/360482555
[2] https://ww3.arb.ca.gov/cc/ghgsectors/
[2] https://twitter.com/WRIGovernance/status/1172507297949634560
[1] https://twitter.com/VozSilvestre/status/1169480259399368706
[1] https://twitter.com/Survival/status/1169696743321231361
[1] https://twitter.com/CoryBooker/status/1169672017538375680
[1] https://twitter.com/GavinNewsom/status/1169390005115994113
[1] https://twitter.com/VozSilvestre/status/1169772509912125440
[1] https://twitter.com/ForestKeeper/status/1169778644106899456

Top URLs in Tweet in G5:
[1] https://twitter.com/MongabayLatam/status/1170728736595107840

Top URLs in Tweet in G6:
[1] https://twitter.com/environewsng/status/1172281460818137094?s=19

Top URLs in Tweet in G8:
[2] https://twitter.com/_rospearce/status/1082578515155959808
[1] https://dgroups.org/fao/law-for-redd-plus/
[1] https://iopscience.iop.org/article/10.1088/1748-9326/ab28bb
[1] http://www.unredd.net/knowledge/redd-plus-academy.html
[1] https://www.sciencedirect.com/science/article/pii/S0301479719308539
[1] https://www.youtube.com/watch?v=syZQqoHErKM&feature=youtu.be

[1] http://www.un-redd.org/resources
[1] https://news.mongabay.com/2019/09/redd-more-competitive-than-critics-believe-study-finds/#

Top URLs in Tweet in G9:
[2] https://www.fastcompany.com/90400795/how-companies-are-trying-to-de-rain-forest-their-supply-chains-as-the-amazon-burns
[2] https://redd-monitor.org/2019/08/28/guest-post-the-amazon-fires-mark-the-end-of-redd/
[1] https://twitter.com/greenaironline/status/1168887602679812097
[1] https://twitter.com/yaralo/status/1170329203583127552
[1] https://twitter.com/climatehome/status/1170774302712446976
[1] https://www.sfchronicle.com/opinion/openforum/article/Open-Forum-Can-California-save-the-Amazon-14440674.php?utm_campaign=CMS%20Sharing%20Tools%20(Mobile)&utm_source=t.co&utm_medium=referral
[1] https://twitter.com/_rospearce/status/1082578515155959808
[1] https://verra.org/future-of-redd/
[1] https://redd-monitor.org/2019/09/09/redd-in-the-news-2-8-september-2019/
[1] https://redd-monitor.org/2019/09/16/redd-in-the-news-9-15-september-2019/

Top URLs in Tweet in G10:
[1] http://www.projectk9hero.org

Top Domains
Top Domains in Tweet in Entire Graph:
[57] ca.gov
[55] twitter.com
[22] cifor.org
[19] foreststreesagroforestry.org
[16] instagram.com
[13] vimeo.com
[8] linkedin.com
[7] youtube.com
[6] tiny.cc
[5] unredd.net

Top Domains in Tweet in G1:
[21] cifor.org
[18] foreststreesagroforestry.org
[2] rightsandresources.org
[1] mongabay.com

Top Domains in Tweet in G2:
[6] tiny.cc
[4] unredd.net
[2] un-redd.org
[1] ecosystemmarketplace.com
[1] twitter.com
[1] forestcarbonpartnership.org

Top Domains in Tweet in G3:
[12] instagram.com
[7] linkedin.com
[4] co.uk
[4] youtube.com
[4] swingtradebot.com
[1] centrsim.ru
[1] twitter.com
[1] research-tree.com
[1] investorschampion.com
[1] cifor.org

Top Domains in Tweet in G4:
[57] ca.gov
[44] twitter.com
[13] vimeo.com

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

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

Top Domains in Tweet in G8:
[2] twitter.com
[1] dgroups.org
[1] iop.org
[1] unredd.net
[1] sciencedirect.com
[1] youtube.com
[1] un-redd.org
[1] mongabay.com

Top Domains in Tweet in G9:
[4] twitter.com
[4] redd-monitor.org
[2] fastcompany.com
[1] sfchronicle.com
[1] verra.org

Top Domains in Tweet in G10:
[1] projectk9hero.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[463] redd
[129] tfs
[93] indigenous
[76] landgrabs
[76] violence
[72] landrights
[72] humanrights
[71] forest
[70] rights
[68] climateaction



Top Hashtags in Tweet in G1:
[31] redd
[16] forestsnews
[6] climatechange
[4] governance
[4] deforestation
[3] forests
[3] peruvianamazon
[3] climateaction
[3] article
[2] landtenure

Top Hashtags in Tweet in G2:
[65] redd
[19] southsouthcooperation
[13] betterwithforests
[11] community
[11] zambia
[7] forest
[7] forests
[7] read
[5] nowreading
[5] gender

Top Hashtags in Tweet in G3:
[64] redd
[4] nyc
[3] aim
[3] rell
[2] alu
[2] reddseyirdefter
[2] prn
[2] forests
[2] climatechange
[2] mrofficer

Top Hashtags in Tweet in G4:
[161] redd
[129] tfs
[92] indigenous
[76] landgrabs
[76] violence
[72] humanrights
[71] landrights
[69] rights
[64] customaryrights
[61] fridaysforfuture

Top Hashtags in Tweet in G5:
[2] redd
[1] guyana
[1] participatory
[1] geoforgood19

Top Hashtags in Tweet in G6:
[1] conservation
[1] redd

Top Hashtags in Tweet in G7:
[1] ilua
[1] forestinventory
[1] fles
[1] redd
[1] biodiversity

Top Hashtags in Tweet in G8:
[13] redd
[2] ahora
[2] semanadeaccionclimaticapy
[2] betterwithforest
[2] naturebasedsolutions
[2] accionclimatica
[2] ods13
[2] ods15
[2] forest
[2] data

Top Hashtags in Tweet in G9:
[20] redd
[2] corsia
[2] offset
[2] ontbossingsvrij
[2] amazonfires
[1] zerodeforestation
[1] euets
[1] data
[1] forestcarbon
[1] climateaction

Top Hashtags in Tweet in G10:
[1] gruntstyle
[1] redd
[1] redfriday
[1] pk9hero

Top Words
Top Words in Tweet in Entire Graph:
[396] Words in Sentiment List#1: Positive
[79] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[13898] Non-categorized Words
[14373] Total Words
[462] #redd
[130] #tfs
[115] 19
[108] 2
[93] #indigenous

Top Words in Tweet in G1:
[50] cifor
[31] #redd
[27] forests
[26] climate
[19] redd
[19] forest
[17] forestry
[17] time
[16] #forestsnews
[16] rethink

Top Words in Tweet in G2:
[65] #redd
[42] unredd
[27] redd
[25] s
[20] support
[19] #southsouthcooperation
[19] processes
[18] heart
[18] nationally
[18] led

Top Words in Tweet in G3:
[64] #redd
[8] avec
[8] seka
[7] t
[6] https
[6] co
[6] projet
[5] u
[5] et
[5] durable

Top Words in Tweet in G4:
[161] #redd
[130] #tfs
[104] 2
[102] 19
[92] #indigenous
[79] ca's
[77] stop
[76] #landgrabs
[76] #violence
[75] against

Top Words in Tweet in G5:
[2] drbollers
[2] work
[2] #redd

Top Words in Tweet in G6:
[36] very
[18] commendable
[18] step
[18] right
[18] direction
[18] hope
[18] compromised
[18] guards
[18] key
[17] adesuwagreen

Top Words in Tweet in G7:
[2] briter_bridges
[2] ctaflash
[2] work

Top Words in Tweet in G8:
[13] #redd
[6] approach
[6] forest
[5] unredd
[5] reddcommunity
[5] nepal
[5] community
[4] known
[4] forestry
[4] successful

Top Words in Tweet in G9:
[20] #redd
[7] projects
[6] redd
[5] coicaorg
[5] indigenous
[5] end
[4] check
[4] amazon
[4] verrastandards
[4] eu

Top Words in Tweet in G10:
[13] redd
[12] officially
[12] introduce
[12] friday
[12] world
[12] remember
[12] dog
[12] deployed
[12] collection
[12] coming

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[74] #landgrabs,#violence
[73] #violence,against
[72] require,enforce
[71] ca's,#tfs
[70] #landrights,#humanrights
[67] forces,increase
[66] w,#rights
[66] #rights,needed
[65] mkt,forces
[65] needed,2

Top Word Pairs in Tweet in G1:
[16] time,rethink
[16] rethink,role
[16] role,trees
[16] trees,forests
[16] forests,agroforestry
[16] agroforestry,fight
[16] fight,against
[16] against,climate
[16] climate,change
[15] cifor,time

Top Word Pairs in Tweet in G2:
[19] #redd,processes
[18] #southsouthcooperation,heart
[18] heart,redd
[18] redd,s
[18] s,support
[18] support,nationally
[18] nationally,led
[18] led,#redd
[18] processes,advances
[18] advances,towards

Top Word Pairs in Tweet in G3:
[6] https,t
[6] t,co
[4] avec,#redd
[4] ministre,ivoirien
[4] ivoirien,l'environnement
[4] l'environnement,et
[4] et,développement
[4] développement,durable
[4] durable,pr
[4] pr,joseph

Top Word Pairs in Tweet in G4:
[74] #landgrabs,#violence
[73] #violence,against
[72] require,enforce
[71] ca's,#tfs
[70] #landrights,#humanrights
[67] forces,increase
[66] w,#rights
[66] #rights,needed
[65] mkt,forces
[65] needed,2

Top Word Pairs in Tweet in G6:
[18] very,commendable
[18] commendable,step
[18] step,right
[18] right,direction
[18] direction,hope
[18] hope,compromised
[18] compromised,guards
[18] guards,very
[18] very,key
[17] adesuwagreen,very

Top Word Pairs in Tweet in G7:
[2] briter_bridges,ctaflash

Top Word Pairs in Tweet in G8:
[4] nepal,known
[4] known,community
[4] community,forestry
[4] forestry,successful
[4] successful,participatory
[4] participatory,approach
[4] approach,forest
[4] forest,protection
[4] protection,management
[3] reddcommunity,nepal

Top Word Pairs in Tweet in G9:
[4] missed,future
[4] future,#redd
[4] #redd,projects
[4] projects,programs
[4] programs,webinar
[4] webinar,we've
[4] we've,covered
[4] covered,find
[4] find,recording
[4] recording,slide

Top Word Pairs in Tweet in G10:
[12] officially,introduce
[12] introduce,redd
[12] redd,friday
[12] friday,world
[12] world,remember
[12] remember,dog
[12] dog,deployed
[12] deployed,collection
[12] collection,coming
[12] coming,soon

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@y_vs_a
@sunrisemvmt
@gavinnewsom
@rtbayarea
@idlenomoresfbay
@unredd
@cifor
@extinctionr
@marynicholsca
@airresources

Top Mentioned in G1:
@cifor
@fta_cgiar
@juanpasarmiento
@rightsresources
@ipcc_ch
@unredd

Top Mentioned in G2:
@unredd
@faoforestry
@undp_reddplus
@wbg_climate
@unfccc
@unenvironment
@lilitaportillo
@undpkenya
@pnudlac
@pnudparaguay

Top Mentioned in G4:
@y_vs_a
@sunrisemvmt
@gavinnewsom
@rtbayarea
@idlenomoresfbay
@extinctionr
@marynicholsca
@airresources
@forestkeeper
@aoc

Top Mentioned in G5:
@geospatialwomen
@morganahcrowley
@sabrinaszeto
@googleearth
@earthoutreach
@geolatinas
@gartn001
@drbollers
@mhanham
@eric__bullock

Top Mentioned in G6:
@adesuwagreen

Top Mentioned in G7:
@ctaflash
@folasanwo
@guessombol
@greentecf
@rodgers_kirwa
@greenteccapital
@gsmam4d
@ict4ag_
@thriveagric
@agrikaab

Top Mentioned in G8:
@unredd
@reddcommunity
@fao
@undp_reddplus
@prongafrique
@faowestafrica
@faoguinee
@ibed_uva
@globalcanopy
@globallf

Top Mentioned in G9:
@coicaorg
@verrastandards
@reddmonitor
@timbales
@nori
@blanchardlibby
@reddcommunity
@unredd
@tomayounger
@laurengifford

Top Mentioned in G10:
@projectk9hero
@gruntstyle
@gruntstylecustm
@gruntstyle1sg

Top Tweeters
Top Tweeters in Entire Graph:
@guardian
@markplackett1
@olumideidowu
@allan_crawshaw
@dawnroseturner
@ewestaway
@ifindinternship
@ankara1969
@4evrstardancer
@wheeliedealer

Top Tweeters in G1:
@markplackett1
@ewestaway
@niltiac
@seatle88
@hobamby
@dewi_darmawati
@ellyannecgithae
@edwardleodavey
@cifor
@joselyn_dumas

Top Tweeters in G2:
@olumideidowu
@pacocastanares
@syawal
@kuni84165269
@durrego86
@edrojasbr
@a__abram
@isostenibilidad
@unfccc
@syedfaizulhuda

Top Tweeters in G3:
@bagaluesunab
@hainesforsf
@_tasjaneycole
@live_usefulinks
@swingtradebotuk
@rebelhq
@reddit_ucsd
@aimrns
@halilikaya
@iss_mzansi

Top Tweeters in G4:
@dawnroseturner
@4evrstardancer
@danbacher
@extinctionr
@sitefloorplan
@reaerialview
@xxotweety
@gavinnewsom
@middleburgrlty
@airresources

Top Tweeters in G5:
@google
@mhanham
@drbollers
@caricomorg
@globalforests
@bzgeo
@geolatinas
@googleearth
@earthoutreach
@morganahcrowley

Top Tweeters in G6:
@convsys
@josephprigith
@rnahuel_xxi
@msimire
@environewsng
@adesuwagreen
@sholaykehinde
@marie55157075
@ani_foundation
@merrymakerz12

Top Tweeters in G7:
@rodgers_kirwa
@ctaflash
@gsmam4d
@mestafrica
@folasanwo
@ict4ag_
@thriveagric
@briter_bridges
@guessombol
@greenteccapital

Top Tweeters in G8:
@globallf
@fao
@lilitaportillo
@rbamurtada
@reddcommunity
@faowestafrica
@globalcanopy
@crianopa
@_roberthofstede
@nkuolivier

Top Tweeters in G9:
@roosvonk
@timbales
@reddmonitor
@svelezhaller
@laurengifford
@coicaorg
@eurenvllaw
@nori
@blanchardlibby
@verrastandards

Top Tweeters in G10:
@brigett48528631
@jeremyhabq
@mytwistedyoga
@gruntstyle
@fiona98q
@sskitz32
@spektirgaming
@banyourboss
@hannyvampyre
@projectk9hero


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