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NOAA Twitter NodeXL SNA Map and Report for Wednesday, 06 May 2020 at 17:57 UTC
NOAA Twitter NodeXL SNA Map and Report for Wednesday, 06 May 2020 at 17:57 UTC
From:
marc_smith
Uploaded on:
May 07, 2020
Short Description:
NOAA via NodeXL https://bit.ly/3fxNQdV
@noaa
@co2_earth
@nwsspc
@unfccc
@jasonleopold
@noaaresearch
@nws
@99nole
@wattsupwiththat
@nwsnhc

Top hashtags:
#spc
#co2
#noaa
#spc_md
#weather
#mowx
#sharpiegate
#arwx
#tnwx
#foia

Description:
Description
The graph represents a network of 9,700 Twitter users whose recent tweets contained "NOAA", 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 Wednesday, 06 May 2020 at 18:36 UTC.

The tweets in the network were tweeted over the 5-day, 4-hour, 54-minute period from Friday, 01 May 2020 at 13:02 UTC to Wednesday, 06 May 2020 at 17:56 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 : 9700
Unique Edges : 13290
Edges With Duplicates : 14285
Total Edges : 27575
Number of Edge Types : 5
Tweet : 6484
Retweet : 8759
Mentions : 5674
MentionsInRetweet : 3611
Replies to : 3047
Self-Loops : 6533
Reciprocated Vertex Pair Ratio : 0.0352231265787258
Reciprocated Edge Ratio : 0.0680493425511726
Connected Components : 1093
Single-Vertex Connected Components : 577
Maximum Vertices in a Connected Component : 6654
Maximum Edges in a Connected Component : 17966
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.281491
Graph Density : 0.000156823479516966
Modularity : 0.481525
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 9,700 Twitter users whose recent tweets contained "NOAA", 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 Wednesday, 06 May 2020 at 18:36 UTC.

The tweets in the network were tweeted over the 5-day, 4-hour, 54-minute period from Friday, 01 May 2020 at 13:02 UTC to Wednesday, 06 May 2020 at 17:56 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 : NOAA
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:
[234] https://go.usa.gov:443/YWq5
[165] https://wattsupwiththat.com/2020/05/01/noaa-satellite-records-second-largest-2-month-temperature-drop-in-history/
[86] https://go.usa.gov:443/YWx3
[75] http://www.spc.noaa.gov/products/md/md0531.html
[72] https://www.star.nesdis.noaa.gov/GOES/sector_band.php?sat=G17§or=hi&band=11&length=12
[71] https://www.spc.noaa.gov/products/outlook/archive/2020/day1otlk_20200502_1630.html
[60] https://www.spc.noaa.gov/products/outlook/archive/2020/day1otlk_20200503_1300.html
[59] https://www.spc.noaa.gov/products/outlook/archive/2020/day2otlk_20200502_1730.html
[56] https://www.spc.noaa.gov/products/outlook/archive/2020/day1otlk_20200503_1630.html
[55] https://www.spc.noaa.gov/products/outlook/archive/2020/day1otlk_20200503_2000.html

Top URLs in Tweet in G1:
[33] https://ncei.noaa.gov/news/national-climate-202004
[16] https://www.ncddc.noaa.gov/activities/weather-ready-nation/newis/
[13] https://sanctuaries.noaa.gov/news/apr20/flower-garden-banks-national-marine-sanctuary-proposes-expansion.html
[12] https://tidesandcurrents.noaa.gov/news_posts/article.html?post=962
[7] https://research.noaa.gov/article/ArtMID/587/ArticleID/2616/New-research-models-risk-of-Asian-carp-reaching-Lake-Huron
[7] https://www.fisheries.noaa.gov/feature-story/sustainable-management-means-we-can-have-our-tuna-and-eat-it-too
[6] https://www.esri.com/about/newsroom/blog/stewarding-nations-environmental-data/
[6] https://www.weather.gov/wrn/hurricane-preparedness
[6] https://go.usa.gov:443/YWcC
[5] https://seagrant.whoi.edu/suggested-educational-resources-for-use-during-school-closures/webinars-noaa-live/

Top URLs in Tweet in G2:
[18] https://www.esrl.noaa.gov/gmd/ccgg/trends/monthly.html
[8] https://co2.earth/
[7] https://www.co2.earth/co2-records
[4] https://www.co2.earth/daily-co2
[4] https://www.esrl.noaa.gov/gmd/ccgg/trends/weekly.html
[2] https://www.co2.earth/weekly-co2
[2] https://show.pics.io/teem-earth-weekly-co2-graphic-data-from-noaa
[2] https://www.esrl.noaa.gov/gmd/dv/iadv/index.php?code=alt
[1] https://scrippsco2.ucsd.edu/data/atmospheric_co2/primary_mlo_co2_record.html
[1] https://www.esrl.noaa.gov/gmd/ccgg/trends/

Top URLs in Tweet in G3:
[7] https://www.esrl.noaa.gov/gmd/ccgg/index.html#co2change
[7] https://meetingorganizer.copernicus.org/EGU2020/displays/36903
[6] https://grist.org/climate/the-world-is-on-lockdown-so-where-are-all-the-carbon-emissions-coming-from/
[4] https://www.esrl.noaa.gov/gmd/ccgg/trends/monthly.html
[4] http://www.esrl.noaa.gov/gmd/ccgg/trends/
[4] https://www.co2.earth/daily-co2
[3] https://www.nodc.noaa.gov/OC5/3M_HEAT_CONTENT/
[3] https://www.pnas.org/content/115/52/13288
[3] https://www.ncei.noaa.gov/news/arctic-ice-study
[2] https://inhabitat.com/alarming-study-shows-disastrous-climate-change-will-strike-much-sooner-than-expected/

Top URLs in Tweet in G4:
[227] https://go.usa.gov:443/YWq5
[80] https://go.usa.gov:443/YWx3
[67] http://www.spc.noaa.gov/products/md/md0531.html
[42] https://go.usa.gov:443/YWcC
[40] https://go.usa.gov:443/YW34
[40] https://go.usa.gov:443/YW3P
[40] http://www.spc.noaa.gov/products/watch/ww0163.html
[30] https://go.usa.gov:443/YWcW
[30] http://www.spc.noaa.gov/products/md/md0532.html
[28] http://www.spc.noaa.gov/products/md/md0542.html

Top URLs in Tweet in G5:
[47] https://www.spc.noaa.gov/products/outlook/archive/2020/day1otlk_20200502_1630.html
[45] https://www.ndbc.noaa.gov/station_page.php?station=45139
[44] https://www.spc.noaa.gov/products/outlook/archive/2020/day1otlk_20200503_1300.html
[43] https://www.spc.noaa.gov/products/outlook/archive/2020/day2otlk_20200502_1730.html
[42] https://www.spc.noaa.gov/products/outlook/archive/2020/day1otlk_20200504_1300.html
[42] https://www.spc.noaa.gov/products/outlook/archive/2020/day1otlk_20200504_1200.html
[41] https://www.spc.noaa.gov/products/outlook/archive/2020/day1otlk_20200503_2000.html
[41] https://www.spc.noaa.gov/products/outlook/archive/2020/day1otlk_20200503_1630.html
[40] https://www.spc.noaa.gov/products/outlook/archive/2020/day2otlk_20200503_1730.html
[39] https://www.spc.noaa.gov/products/outlook/archive/2020/day1otlk_20200503_1200.html

Top URLs in Tweet in G6:
[26] https://wattsupwiththat.com/2020/05/01/noaa-satellite-records-second-largest-2-month-temperature-drop-in-history/
[5] https://notrickszone.com/2017/02/13/more-data-manipulation-by-noaa-nasa-hadcrut-cooling-the-past-warming-the-present/
[3] https://twitter.com/zsrenn/status/1176252682450767872?s=21
[3] https://www.esrl.noaa.gov/gmd/ccgg/index.html#co2change
[2] https://twitter.com/zsrenn/status/1176252682450767872
[2] https://www.ncdc.noaa.gov/sotc/briefings/20200115.pdf
[2] https://realclimatescience.com/2019/02/61-of-noaa-ushcn-adjusted-temperature-data-is-now-fake/
[2] https://www.pmel.noaa.gov/co2/story/What+is+Ocean+Acidification%3F
[2] http://tinyurl.com/SeaLevels1
[2] https://oceanservice.noaa.gov/facts/acidification.html

Top URLs in Tweet in G7:
[1] https://www.noaa.gov/foia/reading-room/hurricane-dorian-related-records/sixth
[1] https://twitter.com/JasonLeopold/status/1256232335827243021
[1] https://www.weather.gov/nyc
[1] https://research.noaa.gov/article/ArtMID/587/ArticleID/2489/A-Message-from-Craig-McLean-Hurricane-Dorian-and-Exceptional-Service

Top URLs in Tweet in G8:
[4] https://twitter.com/bennikid/status/1255878449820033024
[1] https://twitter.com/shlaginiho/status/1257423354266628098
[1] https://twitter.com/ilodiesel/status/1257743237487513602
[1] https://twitter.com/elchicken927/status/1257399063705726976
[1] https://twitter.com/shaqigras/status/1257486967811473408
[1] https://twitter.com/cetouuuut/status/1251289228878757888
[1] https://twitter.com/buitengebiedenb/status/1256869770776973312
[1] https://twitter.com/ibratv_/status/1257403887889383425
[1] https://twitter.com/warriorxv13/status/1257044993446948865
[1] https://twitter.com/le_parisien/status/1257280679068536834

Top URLs in Tweet in G9:
[11] https://www.nhc.noaa.gov/pdf/Hurricanes_at_Home.pdf
[5] https://anchor.fm/federal-alliance-for-safe-homes/episodes/National-Hurricane-Center-Director-Ken-Graham---Getting-HurricaneStrong-Ahead-of-the-2020-Season-edgfth
[4] https://seagrant.whoi.edu/suggested-educational-resources-for-use-during-school-closures/webinars-noaa-live/
[2] https://www.weather.gov/wrn/hurricane-preparedness
[1] https://www.regions.noaa.gov/secar/index.php/noaa-secart-2020-hurricane-awareness-webinar-series/
[1] https://www.weather.gov/careers/meteorology-avila-lixion
[1] https://www.nhc.noaa.gov/data/tcr/AL052019_Dorian.pdf
[1] https://register.gotowebinar.com/rt/2586095735301690123
[1] http://www.news12.com/story/42096757/as-hurricane-prep-week-arrives-fema-expects-unique-challenges-this-year
[1] https://coast.noaa.gov/hurricanes/#map=4/32/-80

Top URLs in Tweet in G10:
[7] https://www.fisheries.noaa.gov/bulletin/greater-atlantic-regional-administrator-announces-temporary-waivers-observers-monitors
[4] https://www.fisheries.noaa.gov/national/endangered-species-conservation/reducing-ship-strikes-north-atlantic-right-whales#dynamic-management-areas
[4] https://www.fisheries.noaa.gov/new-england-mid-atlantic/about-us/r-v-gloria-michelle-crew
[4] https://www.fisheries.noaa.gov/feature-story/new-nefsc-deputy-director-focus-people
[4] https://content.govdelivery.com/accounts/USNOAAFISHERIES/bulletins/2890dd2
[3] https://www.fisheries.noaa.gov/outreach-and-education/northeast-cooperative-research-summits
[3] https://www.fisheries.noaa.gov/feature-story/celebrate-whale-week-wallpapers-your-digital-devices
[3] https://www.fisheries.noaa.gov/feature-story/listening-right-whales-gulf-maine
[2] https://www.fisheries.noaa.gov/feature-story/town-brook-restoration-complete-removal-holmes-dam
[2] https://go.usa.gov:443/xvNqD

Top Domains
Top Domains in Tweet in Entire Graph:
[4715] noaa.gov
[578] usa.gov
[273] twitter.com
[166] wattsupwiththat.com
[78] weather.gov
[73] youtube.com
[31] co2.earth
[31] patreon.com
[27] sott.net
[25] whoi.edu

Top Domains in Tweet in G1:
[317] noaa.gov
[39] usa.gov
[30] twitter.com
[12] youtube.com
[10] weather.gov
[7] arcgis.com
[7] ready.gov
[6] esri.com
[5] hurricanes.gov
[5] google.com

Top Domains in Tweet in G2:
[27] noaa.gov
[21] co2.earth
[2] pics.io
[1] ucsd.edu
[1] mlactu.fr
[1] shareaholic.com
[1] urly.it
[1] twitter.com

Top Domains in Tweet in G3:
[32] noaa.gov
[8] twitter.com
[8] copernicus.org
[6] grist.org
[5] nasa.gov
[4] co2.earth
[3] pnas.org
[2] inhabitat.com
[2] counterpunch.org
[2] forbes.com

Top Domains in Tweet in G4:
[1189] noaa.gov
[520] usa.gov
[8] weather.gov
[4] twitter.com
[2] hurricanes.gov
[2] iastate.edu
[1] ready.gov
[1] arcgis.com
[1] cannonseverewx.com
[1] climate.gov

Top Domains in Tweet in G5:
[2289] noaa.gov
[44] weather.gov
[40] twitter.com
[15] accuweather.com
[14] amazon.com
[12] climate.gov
[12] whoi.edu
[11] iastate.edu
[11] lowertown.info
[8] com.ar

Top Domains in Tweet in G6:
[26] wattsupwiththat.com
[26] noaa.gov
[14] twitter.com
[5] nasa.gov
[5] notrickszone.com
[4] realclimatescience.com
[3] climate.gov
[2] youtube.com
[2] wmo.int
[2] tinyurl.com

Top Domains in Tweet in G7:
[2] noaa.gov
[1] twitter.com
[1] weather.gov

Top Domains in Tweet in G8:
[71] twitter.com

Top Domains in Tweet in G9:
[23] noaa.gov
[5] usa.gov
[5] anchor.fm
[4] whoi.edu
[3] weather.gov
[1] gotowebinar.com
[1] news12.com
[1] weathernationtv.com
[1] twitter.com
[1] whitehouse.gov

Top Domains in Tweet in G10:
[43] noaa.gov
[4] govdelivery.com
[3] usa.gov
[2] whoi.edu
[2] twitter.com
[2] windows.net
[2] sevenseasmedia.org
[1] coastalstudies.org
[1] bostonglobe.com
[1] gotowebinar.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1628] spc
[1473] co2
[772] noaa
[565] spc_md
[431] weather
[330] mowx
[305] sharpiegate
[284] arwx
[280] tnwx
[261] foia



Top Hashtags in Tweet in G1:
[136] satellites
[134] goes
[132] tgif
[132] fulldiskfriday
[81] hurricaneprep
[79] satellite
[75] climatechange
[67] hurricanepreparednessweek
[58] scwx
[56] april

Top Hashtags in Tweet in G2:
[1273] co2
[304] noaa
[3] data
[2] climatechange
[1] covid19
[1] scripps
[1] globalwarming
[1] climatecrisis
[1] rt
[1] climateemergency

Top Hashtags in Tweet in G3:
[145] co2
[38] noaa
[11] egu20
[8] nasa_atom
[5] climatechange
[5] maunaloa
[5] supercomputer
[3] climatecrisis
[3] rt
[2] ndcs

Top Hashtags in Tweet in G4:
[1247] spc
[533] spc_md
[304] mowx
[266] arwx
[261] tnwx
[221] kswx
[205] okwx
[199] spc_watch
[183] kywx
[153] gawx

Top Hashtags in Tweet in G5:
[276] spc
[153] weather
[97] satpass
[86] noaa
[75] auckland
[75] newzealand
[60] ukweather
[60] forecast
[44] wsatimg
[34] wpc

Top Hashtags in Tweet in G6:
[12] climatechange
[8] climatebrawl
[8] climatecrisis
[6] climatehoax
[4] climatecult
[3] co2
[1] planetofthehumans
[1] climateemergency
[1] cdnpoli
[1] trudeaublackface

Top Hashtags in Tweet in G7:
[293] sharpiegate
[256] foia
[4] co2
[3] noaa
[1] hurricanesathome
[1] virginia
[1] dc
[1] maryland
[1] delaware
[1] pennsylvania

Top Hashtags in Tweet in G8:
[5] kohlanta
[4] sagittaire
[2] stuckwithu
[2] stuckwithuvideo

Top Hashtags in Tweet in G9:
[91] hurricanesathome
[71] dc
[71] maryland
[71] delaware
[71] pennsylvania
[46] virginia
[44] new
[30] newyork
[27] newjersey
[27] hurricaneseason

Top Hashtags in Tweet in G10:
[11] ma
[10] rightwhales
[8] noaalive4kids
[7] riverherring
[7] stem
[7] 5/1/2020 12:00:00 AM
[7] 5/1/2020 12:00:00 AM
[7] 1maggio
[6] corals
[6] massachusetts

Top Words
Top Words in Tweet in Entire Graph:
[5482] Words in Sentiment List#1: Positive
[9593] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[371222] Non-categorized Words
[386297] Total Words
[4896] noaa
[3578] 2020
[2956] ppm
[2620] risk
[2235] day

Top Words in Tweet in G1:
[1096] noaa
[456] see
[377] more
[275] 2020
[272] learn
[266] infrared
[264] 19
[254] noaa's
[244] covid
[241] amp

Top Words in Tweet in G2:
[2544] ppm
[1644] emissions
[1606] 2020
[1273] #co2
[1271] mauna
[1271] loa
[1239] observatory
[1201] atmosphere
[1182] daily
[1149] 418

Top Words in Tweet in G3:
[708] mauna
[708] loa
[680] observatory
[663] atmosphere
[650] highest
[647] 418
[615] climate
[597] history
[595] co2
[594] 12

Top Words in Tweet in G4:
[1840] cdt
[1251] #spc
[1247] outlook
[1136] risk
[780] day1
[533] #spc_md
[474] southern
[402] enhanced
[392] eastern
[387] oklahoma

Top Words in Tweet in G5:
[1649] spc
[1556] issues
[1365] day
[1178] risk
[1060] convective
[830] noaa
[632] marginal
[500] weather
[489] 2020
[379] 19

Top Words in Tweet in G6:
[178] noaa
[103] dawntj90
[64] insane_voice
[59] geraldkutney
[57] wmo
[55] gillesnfio
[49] data
[45] peer
[45] nasa
[44] climate

Top Words in Tweet in G7:
[575] noaa
[392] amp
[317] #sharpiegate
[289] #foia
[288] released
[275] director
[270] cache
[269] response
[265] email
[239] craig

Top Words in Tweet in G8:
[44] qu
[42] quand
[41] ça
[39] ce
[34] mais
[25] personne
[24] mon
[24] mes
[24] trop
[23] plus

Top Words in Tweet in G9:
[149] hurricane
[128] 4th
[105] webinar
[102] registration
[95] week
[91] #hurricanesathome
[86] 6th
[86] graders
[79] webinars
[79] noaa

Top Words in Tweet in G10:
[110] info
[106] more
[84] restoration
[84] townofplymouth
[84] many
[84] #riverherring
[84] town
[84] brook
[84] noaahabitat
[82] noaa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2050] mauna,loa
[1963] loa,observatory
[1525] spc,issues
[1517] issues,day
[1184] convective,risk
[1156] cdt,#spc
[1040] ppm,#co2
[1035] ppm,year
[1035] year,ago
[981] #co2,atmosphere

Top Word Pairs in Tweet in G1:
[244] covid,19
[176] air,pollution
[165] learn,more
[132] #tgif,happy
[132] happy,#fulldiskfriday
[132] #fulldiskfriday,know
[132] know,noaa's
[132] noaa's,#goes
[132] #goes,#satellites
[132] #satellites,see

Top Word Pairs in Tweet in G2:
[1271] mauna,loa
[1239] loa,observatory
[943] ppm,#co2
[941] ppm,year
[941] year,ago
[895] #co2,atmosphere
[865] 2020,highest
[863] observatory,414
[848] atmosphere,2020
[825] highest,daily

Top Word Pairs in Tweet in G3:
[708] mauna,loa
[679] loa,observatory
[593] 418,12
[563] 12,parts
[559] parts,million
[545] co2,atmosphere
[544] highest,greenhouse
[544] greenhouse,gas
[544] gas,concentration
[544] concentration,history

Top Word Pairs in Tweet in G4:
[1087] cdt,#spc
[780] #spc,day1
[738] day1,outlook
[533] cdt,#spc_md
[393] enhanced,risk
[383] outlook,enhanced
[329] outlook,slight
[329] slight,risk
[262] eastern,oklahoma
[251] outlook,marginal

Top Word Pairs in Tweet in G5:
[1224] spc,issues
[1181] issues,day
[933] convective,risk
[631] day,marginal
[631] marginal,convective
[272] #spc,issues
[272] issues,mcd
[270] fire,weather
[260] day,slight
[260] slight,convective

Top Word Pairs in Tweet in G6:
[56] wmo,noaa
[31] brianmchugh2011,wmo
[30] nasa,noaa
[28] insane_voice,brianmchugh2011
[24] peer,review
[21] geraldkutney,zsrenn
[20] peer,reviewed
[20] 0sundance,friendsoscience
[19] noaa,climate
[18] zsrenn,dawntj90

Top Word Pairs in Tweet in G7:
[267] response,#foia
[243] email,noaa
[239] craig,mclean
[232] noaa,released
[232] noaa,acting
[232] acting,director
[232] director,craig
[223] hurricane,dorian
[207] dorian,#sharpiegate
[206] #foia,request

Top Word Pairs in Tweet in G8:
[10] ce,qu
[9] qu,ce
[8] gt,gt
[6] aujourd,hui
[6] quelque,chose
[6] ça,fait
[5] quand,vois
[4] trop,beau
[4] aime,trop
[4] mais,sais

Top Word Pairs in Tweet in G9:
[86] 4th,6th
[86] 6th,graders
[76] #hurricanesathome,webinars
[65] webinar,series
[49] next,week
[49] click,registration
[48] hurricane,season
[46] webinars,continue
[46] continue,next
[44] week,4th

Top Word Pairs in Tweet in G10:
[84] many,#riverherring
[84] town,brook
[82] more,info
[79] successful,habitat
[79] habitat,restoration
[79] restoration,looks
[79] looks,david
[79] david,gould
[79] gould,townofplymouth
[79] townofplymouth,never

Top Replied-To
Top Replied-To in Entire Graph:
@noaa_tb
@noaa_ry
@noaa_noar
@go_noaa
@noaa_a_
@noaa_diet
@kiba_aya_76
@ze8swpwe9lipjxz
@akashiya_gears
@mm_noaa

Top Replied-To in G1:
@ankitkumar_ifs
@noaa
@laurie_garrett
@noaaresearch
@t3baron
@noaasatellitepa
@theofda
@dcexaminer
@noaasatellites
@nwsnhc

Top Replied-To in G2:
@co2_earth
@franck_mcbecker
@chriscartw83
@weneedeu
@maryheglar
@nws
@polder_r
@aaronyokheved

Top Replied-To in G3:
@zlabe
@kevinboston25
@nathrnath
@lauraglass1982
@robin_hagues
@co2_earth
@nhconservative2
@unfccc
@hausfath
@kdc509

Top Replied-To in G4:
@clarkwgrisw
@lindsayprimeau
@pmarshwx
@ethanclarkwx
@nwsnashville
@marcusreynold19
@twstdbro
@bskalniak_wx
@mikamckinnon
@whoisheath_

Top Replied-To in G5:

Top Replied-To in G6:
@geraldkutney
@zsrenn
@hifiwhiphi
@dawntj90
@insane_voice
@oscarswild1
@wmo
@fishyfish67
@joetheatheist
@tan123

Top Replied-To in G7:
@documentcloud
@jasonleopold
@paldhous
@natekaramanski

Top Replied-To in G8:
@noaa_fbl
@noaa_fcn
@jssdanslazone
@noaa_213
@cblorlanne
@ornhrl
@prchz_
@oceane24_b
@quatre_anneaux
@iiam_niia

Top Replied-To in G9:
@julianesheiwat
@federalalliance
@ucsusa
@nwsnhc

Top Replied-To in G10:
@noaafish_nefsc
@noaa
@nwsnhc
@noaafish_garfo
@steveandrada

Top Mentioned
Top Mentioned in Entire Graph:
@noaa
@nws
@noaa_esrl
@dawntj90
@wattsupwiththat
@townofplymouth
@noaahabitat
@noaanceiclimate
@sanctuaries
@unesco

Top Mentioned in G1:
@noaa
@nws
@sanctuaries
@noaanceiclimate
@noaafisheries
@nhc_atlantic
@usaid
@fgbnms
@noaasatellites
@noaa_glerl

Top Mentioned in G2:
@noaa
@gretathunberg
@co2_earth
@ericholthaus
@ju51lns
@robertsmith
@lynnshon
@cc_yale

Top Mentioned in G3:
@noaa_esrl
@noaa
@noaanceiocngeo
@ncar_acom
@nasaairborne
@zlabe
@grist
@unfccc
@geraldkutney
@martinjbern

Top Mentioned in G4:
@nwsspc
@noaa_hwt
@noaanssl
@noaa_hurrhunter
@nashseverewx
@noaa
@spann
@nws
@clarkwgrisw
@nwsnorman

Top Mentioned in G5:
@ric9871ric
@spacecom
@climageddon

Top Mentioned in G6:
@dawntj90
@noaa
@insane_voice
@wmo
@kenneth72712993
@geraldkutney
@brianmchugh2011
@hvacperformance
@roypentland

Top Mentioned in G7:
@nws
@jasonleopold
@paldhous
@documentcloud

Top Mentioned in G8:
@lenasituations
@sb_projects
@justinbieber
@arianagrande
@alfredoflores
@joangrande
@jmblanquer
@kaguyas_moon
@luciedouvry
@preuvebtw

Top Mentioned in G9:
@noaa
@fema
@flsert
@nwsnhc
@nhc_atlantic
@nws
@lchenderson
@weatherchannel
@iso_verisk
@lowes

Top Mentioned in G10:
@townofplymouth
@noaahabitat
@noaafish_garfo
@noaasbnms
@sportfishingmag
@woodsholeseagnt
@mainedmr
@whoi
@noaafisheries
@noaacoral

Top Tweeters
Top Tweeters in Entire Graph:
@famima_now
@famima_reply
@missb62
@oldlady12345
@marshawright
@dichristine
@cowboyscifibot
@chris_1791
@rk70534
@applesupport

Top Tweeters in G1:
@chris_1791
@rodolfoxoliz
@saragomezaranci
@homegypsy
@k1a1zzz
@rcrockett
@ruisaldanha
@rosenchild
@magicdmw
@brontyman

Top Tweeters in G2:
@rk70534
@rjber15
@_redfrog
@mccarrenbill
@altai_armande
@cberrl
@lewisno1fan
@emocionycambio
@dawnroseturner
@samlitzinger

Top Tweeters in G3:
@onahunttoday
@kulturbolschewi
@allan_crawshaw
@joshollegien
@gezgintrk
@suestroud
@nomoreslaves
@noadanioz
@ineeshadvs
@l1ght3n

Top Tweeters in G4:
@gracemurphy2
@mchastain81
@flipthescript8
@breakingnewzman
@sandi_childs
@shirfire218
@rebellegrrl
@rockyintx
@austinlouis5
@henrygalvin88

Top Tweeters in G5:
@matiere
@cswxcenter
@gatesdigital
@igoat_7
@yoshiki7111
@arwxcenter
@panahonngayon
@iggy
@intelwar
@researchpool

Top Tweeters in G6:
@dctftw
@ele9061
@olivia_awaken
@reddragonfly19
@russjensen5
@bfraser747
@markcojuangco
@euphoriceuler
@tokyo_tom
@carbongate

Top Tweeters in G7:
@missb62
@dancas2
@pas5974
@_silversmith
@itswanda
@lizditz
@fight4freedom72
@micjojd
@tigerbeat
@adekleine

Top Tweeters in G8:
@algvrie
@enzocamping
@kemy2423
@flightlesjoshua
@nayaance
@ayafromthebloxk
@karui__
@kihyun_bby
@charly_boyyy
@shaashaasongz

Top Tweeters in G9:
@oldlady12345
@tottenbill
@24hrtvmazi
@richfm39517086
@mumat__
@oasismountain
@dcabloob
@djnazsd
@emtee2355
@iwasthere102908

Top Tweeters in G10:
@thepowerofmeow
@cosmicfirepeace
@impeachbdevos
@capeannsky
@supertwaddle
@ashwin_baindur
@craken_maccraic
@ga_richardson
@un_gusanito
@dangamipissed


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