mangrove, Twitter, 3/22/2019 6:08:23 PM, 191292


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mangrove_2019-03-22_10-41-41.xlsx
mangrove_2019-03-22_10-41-41.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 22, 2019
Short Description:
mangrove via NodeXL http://bit.ly/2U8kydC
@zonephysics
@drkatfish
@indahryp
@jamesisaak2
@c_lcote
@mangroveproject
@susantananda3
@gkrajan_g
@mangroves
@ukenyatta

Top hashtags:
#tdb2019
#mangrove
#agpeduli
#earthhour
#connect2earth
#agpearthhour
#nature

Description:
Description
The graph represents a network of 4,755 Twitter users whose tweets in the requested range contained "mangrove", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 March 2019 at 17:44 UTC.

The requested start date was Friday, 22 March 2019 at 17:41 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 4-day, 20-hour, 53-minute period from Sunday, 17 March 2019 at 11:23 UTC to Friday, 22 March 2019 at 08:17 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 : 4755
Unique Edges : 5516
Edges With Duplicates : 1183
Total Edges : 6699
Self-Loops : 1081
Reciprocated Vertex Pair Ratio : 0.0105140186915888
Reciprocated Edge Ratio : 0.0208092485549133
Connected Components : 701
Single-Vertex Connected Components : 424
Maximum Vertices in a Connected Component : 2549
Maximum Edges in a Connected Component : 3734
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.124463
Graph Density : 0.00022959247998365
Modularity : 0.77294
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[86] https://www.weforum.org/agenda/2019/02/5-reasons-to-protect-mangrove-forests-for-the-future
[76] https://ameblo.jp/mitz-mangrove/entry-12285791876.html
[17] http://tokimekikobako.ldblog.jp/archives/7868314.html
[11] https://palawan-news.com/220-mangrove-trees-found-cut-on-island-in-narra/
[10] https://www.weforum.org/agenda/2019/02/5-reasons-to-protect-mangrove-forests-for-the-future/
[9] https://twitter.com/GrandLuley/status/1098873377672982529
[8] https://lindungihutan.com/campaign/153/situbondo-rawatbumi-selamatkan-habitat-burung-kuntul-di-mangrove-situbondo
[8] https://metro.tempo.co/read/1187653/dalam-10-tahun-mangrove-muara-angke-bertambah-32-ribu-pohon?utm_source=Digital%20Marketing&utm_medium=Twitter&utm_campaign=dlvrit
[8] https://darilaut.id/berita/mangrove-sebagai-ruang-pembelajaran
[7] https://www.thejakartapost.com/news/2019/03/21/north-jakarta-sees-growth-of-32000-mangrove-trees.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1553216699

Top URLs in Tweet in G1:
[2] https://www.youtube.com/watch?v=XHCV6b921gw

[1] https://twitter.com/ZonePhysics/status/1107911362376880130

Top URLs in Tweet in G2:
[17] https://www.weforum.org/agenda/2019/02/5-reasons-to-protect-mangrove-forests-for-the-future
[5] https://www.putrama.co.id/menjelajah-hutan-mangrove-bali/
[3] https://www.lnc.nc/article/grand-noumea/noumea/quel-impact-pourrait-avoir-la-piste-cyclable-sur-la-mangrove-de-ouemo
[3] https://palawan-news.com/220-mangrove-trees-found-cut-on-island-in-narra/
[3] https://twitter.com/ZonePhysics/status/1107911362376880130
[3] https://gossipliberia.com/2019/03/19/the-beauty-of-mangrove-in-liberia/
[3] https://www.antaranews.com/berita/813253/mangrove-muara-angke-bertambah-jadi-32-ribu-dalam-10-tahun
[3] https://terasjateng.com/2019/03/15/%ef%bb%bfedukasi-lingkungan-sejak-dini-sd-it-muhammadiyah-truko-ajak-siswa-tanam-mangrove/
[3] http://www.moosemagnificat.com/
[3] https://www.saltstrong.com/articles/mangrove-snapper-fishing/?utm_source=Facebook&utm_medium=fishing-tips&utm_campaign=organic-post&utm_term=blog-post&utm_content=mangrove-snapper-fishing

Top URLs in Tweet in G3:
[1] https://www.instagram.com/p/Bu6ooRCgRWT/

Top URLs in Tweet in G6:
[1] http://tweetedtimes.com/v/12085
[1] https://www.weforum.org/agenda/2019/02/5-reasons-to-protect-mangrove-forests-for-the-future

Top URLs in Tweet in G7:
[3] https://kitabisa.com/menanammangrove
[2] https://www.wwf.or.id/ruang_pers/berita_fakta/?71302/Kemah-Konservasi-Hijaukan-Pesisir-Pinrang-dengan-1800-Mangrove#
[1] https://twitter.com/kkpgoid/status/1108547565962723334
[1] https://twitter.com/EHPontianak/status/988387893516296195
[1] https://twitter.com/Liduaka/status/976468434002128896
[1] https://twitter.com/FaizGyn/status/1107917648883400705

Top URLs in Tweet in G8:
[1] https://palawan-news.com/220-mangrove-trees-found-cut-on-island-in-narra/

Top URLs in Tweet in G9:
[6] https://palawan-news.com/220-mangrove-trees-found-cut-on-island-in-narra/
[1] https://www.youtube.com/watch?v=aoMrLYJOdA4


Top URLs in Tweet in G10:
[3] https://www.antaranews.com/berita/813736/kerusakan-mangrove-rapuhkan-pertahanan-pesisir-dari-perubahan-iklim
[3] https://voxntt.com/2019/03/19/aktivis-peduli-mangrove-malaka-dilaporkan-ke-polisi/42989/
[2] https://radarkarawang.id/2019/03/19/hutan-mangrove-rawan-dirusak/
[2] https://www.antaranews.com/berita/813342/ratusan-hektare-hutan-bakau-di-nagekeo-terancam-punah
[1] https://m.antaranews.com/amp/berita/813736/kerusakan-mangrove-rapuhkan-pertahanan-pesisir-dari-perubahan-iklim
[1] https://www.antaranews.com/berita/813253/mangrove-muara-angke-bertambah-jadi-32-ribu-dalam-10-tahun
[1] https://rdcu.be/bpOCd
[1] https://shop.monash.edu/2019-australian-mangrove-and-saltmarsh-network-conference-wetlands-of-the-future.html
[1] https://www.nature.com/articles/doi:10.1038/s41586-019-0951-7.epdf?author_access_token=LZxdQTSk3oED3jHnprhDV9RgN0jAjWel9jnR3ZoTv0OyXxZsGjziqpUHVdhOlk7Hrd19kfeytjwKEvIeVFWYD4DhZm6cpcK032SAKNBt4aiKs0uWjYBNVGcUDdgpE7RPRK2Kmr1Zs83Eoxxca10Nyw%3D%3D
[1] https://twitter.com/nature/status/1103657565869744128

Top Domains
Top Domains in Tweet in Entire Graph:
[97] weforum.org
[89] twitter.com
[79] instagram.com
[76] ameblo.jp
[33] facebook.com
[22] youtube.com
[17] ldblog.jp
[15] antaranews.com
[14] co.id
[12] palawan-news.com

Top Domains in Tweet in G1:
[2] youtube.com
[1] twitter.com

Top Domains in Tweet in G2:
[61] instagram.com
[34] twitter.com
[23] facebook.com
[20] weforum.org
[12] co.id
[7] wordpress.com
[5] lnc.nc
[5] antaranews.com
[4] palawan-news.com
[4] youtube.com

Top Domains in Tweet in G3:
[1] instagram.com

Top Domains in Tweet in G6:
[1] tweetedtimes.com
[1] weforum.org

Top Domains in Tweet in G7:
[4] twitter.com
[3] kitabisa.com
[2] or.id

Top Domains in Tweet in G8:
[1] palawan-news.com

Top Domains in Tweet in G9:
[6] palawan-news.com
[1] youtube.com

Top Domains in Tweet in G10:
[7] antaranews.com
[3] voxntt.com
[2] radarkarawang.id
[1] rdcu.be
[1] monash.edu
[1] nature.com
[1] twitter.com
[1] go.id

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[165] tdb2019
[165] mangrove
[107] agpeduli
[94] earthhour
[61] connect2earth
[50] agpearthhour
[50] nature
[49] changeclimatechange
[43] seafdec2019
[43] sahabatbahari



Top Hashtags in Tweet in G2:
[82] tdb2019
[34] mangrove
[14] nature
[14] poptourism2018
[11] bangkaculturewave2019
[9] apiaword2018
[7] agpearthhour
[6] agpeduli
[6] changeclimatechange
[6] earthhour2019

Top Hashtags in Tweet in G3:
[3] mangroves
[2] sundarbans
[2] rainforest
[2] bengal
[2] indiatravel
[2] bengaltiger
[2] tropicalrainforest
[2] mangrove
[1] konkanexplorersgoa
[1] cruise

Top Hashtags in Tweet in G5:
[3] chowkidarphirse

Top Hashtags in Tweet in G6:
[1] nature
[1] environment

Top Hashtags in Tweet in G7:
[101] agpeduli
[88] earthhour
[56] connect2earth
[43] agpearthhour
[43] changeclimatechange
[39] savemangrove
[24] saveearth
[21] earthhour2019
[13] forumpedulimangrovebali
[13] agpearthhou2018r

Top Hashtags in Tweet in G9:
[1] intlforestday

Top Hashtags in Tweet in G10:
[42] seafdec2019
[42] sahabatbahari
[10] mangrove
[4] lautsehat
[4] bakau
[4] radiomaxfmwgp
[4] saltmarsh
[3] lifejepang
[3] radiomaxwgpfoundation
[2] hariairsedunia

Top Words
Top Words in Tweet in Entire Graph:
[2795] Words in Sentiment List#1: Positive
[2498] Words in Sentiment List#2: Negative
[86] Words in Sentiment List#3: Angry/Violent
[89300] Non-categorized Words
[94595] Total Words
[4339] mangrove
[1884] forests
[1582] protect
[1495] erosion
[1471] wave

Top Words in Tweet in G1:
[1007] wave
[1005] mangrove
[1003] zonephysics
[1000] scale
[1000] model
[1000] showing
[1000] forests
[1000] protect
[1000] coasts
[1000] erosion

Top Words in Tweet in G2:
[615] mangrove
[184] dan
[91] yang
[82] di
[82] tdb2019
[69] hutan
[68] anda
[66] bisa
[50] ke
[46] akan

Top Words in Tweet in G3:
[363] bhitarkanika
[362] susantananda3
[362] park
[361] white
[361] salt
[361] water
[361] crocodile
[361] rarity
[361] 15
[361] counted

Top Words in Tweet in G4:
[237] scale
[237] model
[237] showing
[237] mangrove
[237] forests
[237] protect
[237] coasts
[237] wave
[237] erosion
[236] veryinterestlng

Top Words in Tweet in G5:
[214] comparison
[214] 2013
[214] mangrove
[214] cover
[214] increased
[214] 293
[214] sq
[214] km
[214] during
[214] tenure

Top Words in Tweet in G6:
[155] mangrove
[155] forests
[155] protect
[154] scale
[154] model
[154] showing
[154] coasts
[154] wave
[154] erosion
[153] uniladtech

Top Words in Tweet in G7:
[506] mangrove
[219] lanangsudira1
[204] bali
[178] pohon
[167] bibit
[140] di
[130] agpeduli
[104] jenis
[102] rhizophora
[101] earth

Top Words in Tweet in G8:
[56] seagrass
[54] march
[54] awareness
[54] month
[54] sadly
[54] marine
[54] ecosystem
[54] receives
[54] less
[54] appreciation

Top Words in Tweet in G9:
[98] mangrove
[87] forests
[86] dense
[86] tangled
[86] root
[86] systems
[86] trap
[86] sediments
[86] flowing
[86] land

Top Words in Tweet in G10:
[90] mangrove
[63] di
[48] kkpgoid
[46] yang
[42] seafdec2019
[42] sahabatbahari
[38] dan
[37] ini
[36] delegasi
[36] desa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1850] mangrove,forests
[1463] scale,model
[1463] model,showing
[1463] showing,mangrove
[1463] forests,protect
[1463] protect,coasts
[1463] coasts,wave
[1463] wave,erosion
[1004] zonephysics,scale
[374] national,park

Top Word Pairs in Tweet in G1:
[1000] scale,model
[1000] model,showing
[1000] showing,mangrove
[1000] mangrove,forests
[1000] forests,protect
[1000] protect,coasts
[1000] coasts,wave
[1000] wave,erosion
[999] zonephysics,scale
[3] zonephysics,anangdianto

Top Word Pairs in Tweet in G2:
[64] hutan,mangrove
[44] anda,lihat
[42] pohon,mangrove
[38] bisa,menikmati
[37] mangrove,di
[36] hamparan,pohon
[36] mangrove,alami
[36] alami,memiliki
[36] memiliki,panjang
[36] panjang,6

Top Word Pairs in Tweet in G3:
[361] white,salt
[361] salt,water
[361] water,crocodile
[361] crocodile,rarity
[361] rarity,15
[361] 15,counted
[361] counted,during
[361] during,last
[361] last,census
[361] census,bhitarkanika

Top Word Pairs in Tweet in G4:
[237] scale,model
[237] model,showing
[237] showing,mangrove
[237] mangrove,forests
[237] forests,protect
[237] protect,coasts
[237] coasts,wave
[237] wave,erosion
[236] veryinterestlng,scale

Top Word Pairs in Tweet in G5:
[214] comparison,2013
[214] 2013,mangrove
[214] mangrove,cover
[214] cover,increased
[214] increased,293
[214] 293,sq
[214] sq,km
[214] km,during
[214] during,tenure
[214] tenure,narendramodi

Top Word Pairs in Tweet in G6:
[155] mangrove,forests
[154] scale,model
[154] model,showing
[154] showing,mangrove
[154] forests,protect
[154] protect,coasts
[154] coasts,wave
[154] wave,erosion
[133] erosion,v
[133] v,uniladtech

Top Word Pairs in Tweet in G7:
[177] pohon,mangrove
[162] bibit,pohon
[104] mangrove,jenis
[100] jenis,rhizophora
[97] mangrove,forests
[95] tahura,ngurah
[93] rhizophora,mucronata
[91] bersama,ibu
[91] ibu,kepala
[91] kepala,dinas

Top Word Pairs in Tweet in G8:
[54] march,seagrass
[54] seagrass,awareness
[54] awareness,month
[54] month,sadly
[54] sadly,marine
[54] marine,ecosystem
[54] ecosystem,receives
[54] receives,less
[54] less,appreciation
[54] appreciation,coral

Top Word Pairs in Tweet in G9:
[87] mangrove,forests
[86] dense,tangled
[86] tangled,root
[86] root,systems
[86] systems,mangrove
[86] forests,trap
[86] trap,sediments
[86] sediments,flowing
[86] flowing,land
[86] land,stabilizes

Top Word Pairs in Tweet in G10:
[36] di,desa
[34] delegasi,seafdec2019
[34] mengunjungi,pusat
[34] pusat,studi
[34] studi,mangrove
[24] selamat,pagi
[24] pagi,sahabatbahari
[24] sahabatbahari,hari
[24] hari,ini
[24] ini,21

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@zonephysics
@susantananda3
@veryinterestlng
@lanangsudira1
@narendramodi
@drharshvardhan
@uniladtech
@fisher85m
@antgrasso
@patrickgunz_ch

Top Mentioned in G1:
@zonephysics
@anangdianto
@jajangridwank

Top Mentioned in G2:
@waytolombok
@c_coolidge
@voxntt
@thailandretreat
@jeff_tumbarello
@franchescanmonk
@slycantrust

Top Mentioned in G3:
@susantananda3
@explorerskonkan
@anubhuti921
@zonephysics
@centerofright

Top Mentioned in G4:
@veryinterestlng

Top Mentioned in G5:
@narendramodi
@drharshvardhan

Top Mentioned in G6:
@uniladtech
@fisher85m
@antgrasso
@patrickgunz_ch
@mikequindazzi
@evankirstel
@ipfconline1
@tamaramccleary
@ronald_vanloon
@andi_staub

Top Mentioned in G7:
@lanangsudira1
@agpeduli
@mangrovecare
@mangrovelanang
@tamblingid
@eh_bdl
@cristiano
@jokowi
@ehindonesia
@hexagraph_id

Top Mentioned in G8:
@mangingisdasays
@miamagdalena

Top Mentioned in G9:
@drkatfish
@crunchify
@nvolpewild
@alinpiyaya
@zonephysics

Top Mentioned in G10:
@kkpgoid
@ditjenprl
@walhinasional
@poltekkpsda
@brsdm_kp
@kementerianlhk
@ecsassociation
@susipudjiastuti
@greenpeaceid
@sjariefwidjaja

Top Tweeters
Top Tweeters in Entire Graph:
@suntory
@punmetaphorica
@republikaonline
@askmenfess
@bisniscom
@waccoe
@solutioneer72
@evankirstel
@baarahk
@sindonews

Top Tweeters in G1:
@waccoe
@positivelyjoan
@andiana
@bsupimp
@dscald4u
@vannagrammyliz
@cbriquet
@lmwortho
@oneyebogey
@rememorari

Top Tweeters in G2:
@punmetaphorica
@republikaonline
@bisniscom
@andri000me_2
@infonya_mas
@chilkathaiku
@whatsonthorold2
@mmahotstuff1
@c_coolidge
@sekseehonline

Top Tweeters in G3:
@agentsaffron
@tyrantasorus
@samir_patil
@centerofright
@subbureddyy
@cbmantri123456
@praveenbp21aug
@krishanjee
@shahzebalvi4
@guzzlersinc

Top Tweeters in G4:
@mavisgary
@armodan
@laadaaisshaa
@avasradiance
@tp_pillay
@revoltv_aw
@tredok
@markhubbard33
@doomhammer76
@hendyaw

Top Tweeters in G5:
@akg316arvind
@prakash12joshi
@trueindian1978
@pathofmusic
@namo_narayan80
@indiansontop
@pawankumar22m
@sanjeev292000
@tigernamo
@proud_hindu_ps

Top Tweeters in G6:
@evankirstel
@dukdaffe
@bdsharmas
@spirosmargaris
@ipfconline1
@touchme4youle
@zorgenzo
@jeblad
@tamaramccleary
@renepetry2

Top Tweeters in G7:
@cakrawala_info
@analisafakta
@ryolandafit
@lukman0008
@nadya_hutagalng
@daling_umar
@ehindonesia
@gedepwg
@slankdotcom
@wwf_id

Top Tweeters in G8:
@jeychiele
@farishamuarip
@owrange
@bitanig
@_krisstaalala_
@aragaaail
@siwonderpyy
@biyamhsy
@angpanikki
@darnaabdilla

Top Tweeters in G9:
@lianabrooks
@jamesisaak2
@kathystricker2
@elenahaskins
@gaia_surf
@surskitty
@annewhilborn
@4nks
@tinamcgugan
@driftingcamera

Top Tweeters in G10:
@sukasukaskip
@revanugrahputra
@ayuksetiaaa
@feri_latief
@bnpb_indonesia
@walhinasional
@ecosocrights
@lukmanbarack
@subisaja
@susipudjiastuti


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