#AGU2019, Twitter, 12/11/2019 7:35:29 PM, 218660


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#AGU2019_2019-12-11_09-36-55.xlsx
#AGU2019_2019-12-11_09-36-55.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 11, 2019
Short Description:
#AGU2019 via NodeXL http://bit.ly/2LM2eSf
@theagu
@agu_cryo
@noaa
@twilamoon
@ladiesoflandsat
@bzgeo
@nasa
@maejemison
@janelubchenco
@palaeobak

Top hashtags:
#agu2019
#agu19
#agu100
#scicomm
#agu
#greennewdeal
#climatechange
#sanfrancisco
#nasa
#carbon

Description:
Description
The graph represents a network of 4,793 Twitter users whose recent tweets contained "#AGU2019", 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, 11 December 2019 at 18:44 UTC.

The tweets in the network were tweeted over the 8-day, 21-hour, 57-minute period from Monday, 02 December 2019 at 19:51 UTC to Wednesday, 11 December 2019 at 17:48 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 : 4793
Unique Edges : 11284
Edges With Duplicates : 4334
Total Edges : 15618
Self-Loops : 1415
Reciprocated Vertex Pair Ratio : 0.0624944439505734
Reciprocated Edge Ratio : 0.117637215528782
Connected Components : 454
Single-Vertex Connected Components : 267
Maximum Vertices in a Connected Component : 3926
Maximum Edges in a Connected Component : 14439
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.637515
Graph Density : 0.000520374906783578
Modularity : 0.608336
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 4,793 Twitter users whose recent tweets contained "#AGU2019", 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, 11 December 2019 at 18:44 UTC.

The tweets in the network were tweeted over the 8-day, 21-hour, 57-minute period from Monday, 02 December 2019 at 19:51 UTC to Wednesday, 11 December 2019 at 17:48 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 : #AGU2019
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://twitter.com/bascule/status/1203448852868526080
[13] https://twitter.com/TUGeoLatinas/status/1204141094046334976
[12] https://www.vice.com/en_us/article/9kee7y/mysterious-craters-in-the-seafloor-were-likely-formed-by-garbage-scientists-say
[11] https://eswnonline.org/agu-2019/
[9] https://www.pscp.tv/w/cL63iDFNV0V3enlXeHJqYll8MWt2SnBST1p6ck1LRQ8DYF-QwvNUSEQsn0xPnO5KspjS-6x5yHTkMaqrTTEp
[7] https://twitter.com/caballerogill/status/1147646948385669121
[7] https://twitter.com/drrosieoakes/status/1203839664227942400
[7] https://opentopography.org/news/opentopography-2019-american-geophysical-union-meeting
[7] https://iri.columbia.edu/news/iri-agu-2019/
[6] https://www.agu.org/fall-meeting

Top URLs in Tweet in G1:
[11] https://twitter.com/TUGeoLatinas/status/1204141094046334976
[11] https://www.vice.com/en_us/article/9kee7y/mysterious-craters-in-the-seafloor-were-likely-formed-by-garbage-scientists-say
[7] https://twitter.com/drrosieoakes/status/1203839664227942400
[6] https://twitter.com/caballerogill/status/1147646948385669121
[6] https://twitter.com/bascule/status/1203448852868526080
[4] https://twitter.com/GlacialMeg/status/1204151456661528577
[3] https://ospa.agu.org/2019/ospa/
[3] https://twitter.com/thebiotaproject/status/1203852946531700748
[2] https://ral.ucar.edu/projects/wrf_hydro/AGUPresentations
[2] https://raspberryshake.org/

Top URLs in Tweet in G2:
[2] https://twitter.com/hemahems/status/1204177406224781312
[2] https://twitter.com/katyricoscience/status/1203808107727482880
[1] https://www.agu.org/learn-and-develop/learn/streetcar2subduction/streetcar2subduction
[1] https://twitter.com/rsimmon/status/1204515569644425216
[1] https://twitter.com/CaballeroGill/status/1204607742268207106
[1] https://twitter.com/theAGU/status/1204112241177636864
[1] https://twitter.com/AmritaWna/status/1204422277414047745
[1] https://agu.confex.com/agu/fm19/meetingapp.cgi/Session/90916
[1] https://twitter.com/milankloewer/status/1204383697165856768
[1] https://twitter.com/aria_hazards/status/1204203444342378496

Top URLs in Tweet in G3:
[7] https://iri.columbia.edu/news/iri-agu-2019/
[4] https://twitter.com/AguGeohealth/status/1201913901161549825
[3] https://twitter.com/LadiesOfLandsat/status/1204068397614542849
[3] https://twitter.com/BZgeo/status/1203899730276868096
[3] https://iri.columbia.edu/news/focusing-on-floods/
[3] https://iri.columbia.edu/news/crossing-the-predictability-desert/
[3] https://twitter.com/L_SPACEacademy/status/1204205621018386432
[2] https://twitter.com/africa_science/status/1204562544154693633
[2] https://twitter.com/geospatialwomen/status/1204362991522787330
[2] https://twitter.com/TUGeoLatinas/status/1204141094046334976

Top URLs in Tweet in G4:
[6] https://twitter.com/emily_p_knight/status/1204082268324745216
[3] https://twitter.com/safiya_alpheus/status/1204192890726957057
[3] https://forms.agu.org/science-communication-and-engagement-with-religious-publics-sign-up/
[2] https://twitter.com/drnoelhealy/status/1203393671841759232
[2] https://twitter.com/JaneLubchenco/status/1204444643917627397
[2] https://uaf-iarc.org/2019/12/06/iarc-presentations-at-the-2019-american-geophysical-union-meeting/
[1] https://twitter.com/Scripps_Ocean/status/1204441754277044224
[1] https://arctic.noaa.gov/Report-Card
[1] https://www.livescience.com/mapping-reveals-bikini-atoll-nuclear-craters.html
[1] https://agu.confex.com/agu/fm19/meetingapp.cgi/Session/83245

Top URLs in Tweet in G5:
[4] https://twitter.com/MelissaLucash/status/1203051008399527937
[3] https://twitter.com/DJPMoore/status/1204393045027782657
[3] https://drive.google.com/file/d/1Ftq808Y38oRsMVHG2q_ndPc8C6f3-RIK/view?usp=sharing
[3] https://twitter.com/criticalzoneorg/status/1194282705002864641
[2] https://agu.confex.com/agu/fm19/meetingapp.cgi/Session/87474
[2] https://www.noaa.gov/media-release/arctic-report-card-record-territory-for-warm-temperatures-loss-of-snow-and-ice
[1] https://ameriflux.lbl.gov/sites/site-search/?mapping-tool
[1] https://ameriflux.lbl.gov/event/ameriflux-town-hall-agu-fall-meeting-2019/
[1] https://twitter.com/FluxnetY/status/1204098512205553666
[1] https://twitter.com/mallory_barnes/status/1204510772870533120

Top URLs in Tweet in G6:
[6] https://eswnonline.org/agu-2019/
[5] https://nawihub.org/
[4] https://twitter.com/bascule/status/1203448852868526080
[2] https://twitter.com/karabrug/status/1204119519762866176
[2] https://www2.acom.ucar.edu/mopitt
[2] https://mailchi.mp/carnegiescience/wednesday-agu2019
[2] https://twitter.com/healy_dave/status/1204432747197915136
[1] https://agu.confex.com/agu/fm19/meetingapp.cgi/Paper/517138
[1] https://www.agu.org/fall-meeting
[1] https://agu.confex.com/agu/fm19/meetingapp.cgi/Paper/489604

Top URLs in Tweet in G7:
[3] https://www.agu.org/fall-meeting
[2] https://twitter.com/VikiLovesFACS/status/1202212904071811082
[2] https://twitter.com/bascule/status/1203448852868526080
[2] https://www.agu.org/Fall-Meeting/Pages/AGU-GO/
[1] https://twitter.com/L_aurenThompson/status/1201542763096887303
[1] https://www.tsi.com/discover-tsi/events/conferences/agu-fall-meeting-2019
[1] https://twitter.com/JPMajor/status/1201658752828612608
[1] http://rgdoi.net/10.13140/RG.2.2.10353.63843
[1] https://www.youtube.com/watch?v=4vPk9m45V0c&feature=youtu.be

[1] https://twitter.com/PaleoForams/status/1202208488040128519

Top URLs in Tweet in G8:
[2] https://agu.confex.com/agu/fm19/meetingapp.cgi/Paper/622939
[1] https://lasp.colorado.edu/space-weather-portal/home/
[1] https://twitter.com/SNHWx/status/1204796123505778689
[1] https://twitter.com/petertgallagher/status/1202552141677768705
[1] https://twitter.com/lucpaganini/status/1204580312514084866
[1] https://www.nesdis.noaa.gov/content/offshore-low-pressure-system-expected-impact-san-francisco-area
[1] https://agu.confex.com/agu/fm19/meetingapp.cgi/Session/80625

Top URLs in Tweet in G9:
[1] https://twitter.com/rabernat/status/1204123971001696257
[1] https://agu.confex.com/agu/fm19/meetingapp.cgi/Paper/542661
[1] https://ativsoftware.com/appinfo.php?page=Session&project=AGU19&server=eventpilotadmin.com&id=p560843-63246
[1] https://ativsoftware.com/appinfo.php?page=Session&project=AGU19&server=eventpilotadmin.com&id=p493039-58385
[1] https://www.pscp.tv/w/cL63iDFNV0V3enlXeHJqYll8MWt2SnBST1p6ck1LRQ8DYF-QwvNUSEQsn0xPnO5KspjS-6x5yHTkMaqrTTEp
[1] https://twitter.com/April__Abbott/status/1203531320850173952
[1] https://github.com/pangeo-data/pangeo-tutorial/tree/agu2019
[1] https://twitter.com/NWSBayArea/status/1203093508262727685

Top URLs in Tweet in G10:
[2] https://twitter.com/letscispeak/status/1204755588246192129
[1] https://www.youtube.com/watch?v=yNN30gWl4Ko&feature=youtu.be

[1] https://www.dropbox.com/s/kmuahpg1s8o0p8e/PhD_PositionDescription_ENG_ASU.pdf?dl=0
[1] https://twitter.com/davidguzzy/status/1203908981002887168
[1] https://twitter.com/CareyLab/status/1204041743806685193
[1] https://github.com/modern-tools-workshop/AGU-python-workshop-2019
[1] https://agu.confex.com/agu/fm19/meetingapp.cgi/Session/88520
[1] https://eswnonline.org/agu-2019/
[1] https://twitter.com/thebiotaproject/status/1203852946531700748

Top Domains
Top Domains in Tweet in Entire Graph:
[454] twitter.com
[168] confex.com
[36] agu.org
[20] columbia.edu
[15] instagram.com
[12] vice.com
[11] eswnonline.org
[9] google.com
[9] youtube.com
[9] pscp.tv

Top Domains in Tweet in G1:
[129] twitter.com
[19] confex.com
[12] agu.org
[11] vice.com
[5] shorturl.at
[3] raspberryshake.org
[2] ucar.edu
[2] google.com
[2] urbanemissions.info
[2] youtube.com

Top Domains in Tweet in G2:
[19] twitter.com
[3] confex.com
[1] agu.org
[1] github.com
[1] eventpilotadmin.com
[1] google.com
[1] opb.org

Top Domains in Tweet in G3:
[59] twitter.com
[20] columbia.edu
[18] confex.com
[4] ipostersessions.com
[3] agu.org
[2] mdettinger.com
[2] wcrp-climate.org
[2] nasa.gov
[1] ecu.edu
[1] africanews.space

Top Domains in Tweet in G4:
[30] twitter.com
[7] confex.com
[4] agu.org
[2] uaf-iarc.org
[1] noaa.gov
[1] livescience.com
[1] vice.com
[1] grist.org
[1] time.com
[1] climatepresident.org

Top Domains in Tweet in G5:
[25] twitter.com
[14] confex.com
[3] google.com
[2] lbl.gov
[2] arcus.org
[2] noaa.gov
[1] usanpn.org
[1] ecoforecast.org
[1] github.com
[1] eos.org

Top Domains in Tweet in G6:
[21] confex.com
[18] twitter.com
[6] eswnonline.org
[5] nawihub.org
[3] ucar.edu
[3] mailchi.mp
[2] youtube.com
[1] agu.org
[1] noaa.gov
[1] spiegel.de

Top Domains in Tweet in G7:
[50] twitter.com
[9] agu.org
[8] confex.com
[7] instagram.com
[4] radian6.com
[2] youtube.com
[2] geosociety.org
[1] tsi.com
[1] rgdoi.net
[1] nature.com

Top Domains in Tweet in G8:
[3] twitter.com
[3] confex.com
[1] colorado.edu
[1] noaa.gov

Top Domains in Tweet in G9:
[3] twitter.com
[2] ativsoftware.com
[1] confex.com
[1] pscp.tv
[1] github.com

Top Domains in Tweet in G10:
[5] twitter.com
[1] youtube.com
[1] dropbox.com
[1] github.com
[1] confex.com
[1] eswnonline.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5248] agu2019
[700] agu19
[507] agu100
[89] scicomm
[65] agu
[54] greennewdeal
[47] climatechange
[44] sanfrancisco
[43] nasa
[43] carbon



Top Hashtags in Tweet in G1:
[1212] agu2019
[135] agu19
[120] agu100
[36] scicomm
[25] indiaapna
[24] igs
[22] airpollution
[18] soless
[18] latinx
[18] hispanics

Top Hashtags in Tweet in G2:
[203] agu2019
[28] agu19
[27] agu100
[11] womeninstem
[11] basulab
[6] groundwater
[5] sanfrancisco
[5] streetcar2subduction
[5] nyelecture
[4] hydrogeology

Top Hashtags in Tweet in G3:
[730] agu2019
[145] agu19
[104] agu100
[34] icegiants
[28] citizenscience
[24] nasa
[22] strong
[21] sar
[19] capacitybuilding
[19] earthobservation

Top Hashtags in Tweet in G4:
[407] agu2019
[53] agu19
[48] greennewdeal
[31] agu100
[29] scicomm
[13] sciengage
[12] newrealities
[12] itispossible
[10] climatechange
[9] sciengagement

Top Hashtags in Tweet in G5:
[368] agu2019
[42] agu19
[37] agu100
[27] remotesensing
[22] phenology
[20] ml
[13] beringsea
[11] indigenous
[9] ecnagu2019
[9] agufallmeeting2019

Top Hashtags in Tweet in G6:
[408] agu2019
[74] agu19
[31] agu100
[13] ozone
[12] planet
[10] energytwitter
[10] climatetwitter
[9] twcrpi
[8] stanfordagu
[8] mosaicexpedition

Top Hashtags in Tweet in G7:
[323] agu2019
[33] agu19
[19] agu100
[6] sanfrancisco
[5] science
[4] h3h3isoverparty
[4] agu
[4] spaceweather
[4] uavsolutions
[3] hydrology

Top Hashtags in Tweet in G8:
[88] agu2019
[23] goeseast
[23] goeswest
[23] geocolor
[23] sanfrancisco
[19] agu100
[12] agu19
[9] parkersolarprobe
[6] agu
[2] coolesthottestmissionunderthesun

Top Hashtags in Tweet in G9:
[114] agu2019
[26] betterposter
[17] agu19
[15] opensource
[8] cmip6
[8] agu100
[4] chile
[3] knowtheocean
[2] stem
[2] cascadia

Top Hashtags in Tweet in G10:
[62] agu2019
[7] earthsmicrobialengines
[6] agu19
[6] water
[5] agriculture
[5] extremeweather
[5] agu100
[2] carbon
[2] scicomm
[1] pnnlatagu

Top Words
Top Words in Tweet in Entire Graph:
[5696] Words in Sentiment List#1: Positive
[2324] Words in Sentiment List#2: Negative
[19] Words in Sentiment List#3: Angry/Violent
[194910] Non-categorized Words
[202930] Total Words
[7247] #agu2019
[1237] poster
[1101] #agu19
[1059] come
[945] #agu100

Top Words in Tweet in G1:
[1637] #agu2019
[379] theagu
[307] poster
[235] come
[232] #agu100
[231] #agu19
[211] geolatinas
[200] see
[189] please
[187] science

Top Words in Tweet in G2:
[726] #agu2019
[474] agu_cryo
[453] heading
[451] travel
[449] arctic
[446] residents
[446] facing
[446] difficult
[446] situations
[446] hunting

Top Words in Tweet in G3:
[1013] #agu2019
[285] #agu19
[281] #agu100
[172] more
[148] poster
[144] come
[141] data
[141] out
[136] session
[135] talk

Top Words in Tweet in G4:
[527] #agu2019
[149] scientists
[103] science
[99] climate
[69] 10
[67] session
[67] #agu19
[64] come
[63] change
[62] talk

Top Words in Tweet in G5:
[483] #agu2019
[124] come
[103] poster
[85] talk
[81] out
[78] #agu19
[66] check
[63] moscone
[60] ameriflux
[59] data

Top Words in Tweet in G6:
[542] #agu2019
[133] poster
[107] #agu19
[78] #agu100
[77] talk
[77] future
[72] science
[68] session
[66] come
[57] ice

Top Words in Tweet in G7:
[323] #agu2019
[44] poster
[40] come
[34] out
[34] s
[33] #agu19
[28] booth
[28] see
[26] talk
[26] science

Top Words in Tweet in G8:
[135] #agu2019
[69] solar
[35] t
[35] dec
[35] #agu100
[34] 25
[33] news
[31] quite
[31] depressing
[31] haven

Top Words in Tweet in G9:
[122] #agu2019
[62] pangeo_data
[36] lamontearth
[36] s
[35] dask_dev
[33] poster
[33] out
[33] data
[28] oceanobserv
[26] stand

Top Words in Tweet in G10:
[92] #agu2019
[26] out
[25] love
[22] poster
[22] check
[21] data
[20] come
[20] eesalbnl
[17] thanks
[17] look

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[507] #agu2019,#agu100
[506] #agu19,#agu2019
[453] food,security
[448] heading,arctic
[448] arctic,residents
[448] residents,facing
[448] facing,difficult
[448] difficult,situations
[448] situations,hunting
[448] hunting,fishing

Top Word Pairs in Tweet in G1:
[120] #agu2019,#agu100
[102] #agu19,#agu2019
[93] check,out
[88] please,please
[84] theagu,#agu2019
[80] moscone,south
[65] san,francisco
[58] moscone,west
[53] #agu2019,#agu19
[51] come,see

Top Word Pairs in Tweet in G2:
[446] heading,arctic
[446] arctic,residents
[446] residents,facing
[446] facing,difficult
[446] difficult,situations
[446] situations,hunting
[446] hunting,fishing
[446] fishing,travel
[446] travel,infrastructure
[446] infrastructure,food

Top Word Pairs in Tweet in G3:
[163] #agu2019,#agu100
[145] #agu19,#agu2019
[96] check,out
[56] #agu100,#agu19
[54] moscone,south
[51] moscone,west
[51] #agu19,#agu100
[44] #agu100,#agu2019
[43] new,horizons
[43] #agu2019,come

Top Word Pairs in Tweet in G4:
[57] dec,10
[52] town,hall
[50] fossil,fuel
[48] #agu19,#agu2019
[46] earth,scientists
[45] scientists,effective
[45] effective,appropriate
[45] appropriate,agents
[45] agents,change
[45] change,#greennewdeal

Top Word Pairs in Tweet in G5:
[55] check,out
[40] moscone,west
[35] #agu19,#agu2019
[34] #agu2019,#agu100
[26] come,check
[25] week,#agu2019
[23] #agu2019,#agu19
[23] theagu,#agu2019
[22] next,week
[21] #agu2019,poster

Top Word Pairs in Tweet in G6:
[35] take,collaboration
[35] collaboration,global
[35] global,scale
[35] scale,ignite
[35] ignite,future
[35] future,exploration
[35] exploration,sustainable
[35] sustainable,development
[35] development,convergent
[35] convergent,science

Top Word Pairs in Tweet in G7:
[19] san,francisco
[12] #agu19,#agu2019
[12] #agu2019,#agu100
[11] looking,forward
[10] check,out
[8] #agu2019,#agu19
[8] moscone,center
[8] #agu2019,booth
[8] booth,1409
[5] come,check

Top Word Pairs in Tweet in G8:
[31] quite,depressing
[31] depressing,news
[31] news,haven
[31] haven,t
[31] t,reached
[31] reached,solar
[31] solar,minimum
[31] minimum,per
[31] per,solar
[31] solar,cycle

Top Word Pairs in Tweet in G9:
[27] #agu2019,lamontearth
[26] stand,out
[26] out,poster
[26] poster,#1
[26] #1,#agu2019
[26] lamontearth,s
[26] s,tim
[26] tim,crone
[26] crone,showed
[26] showed,make

Top Word Pairs in Tweet in G10:
[22] check,out
[13] out,new
[13] new,video
[13] video,whole
[13] whole,soil
[13] soil,warming
[13] warming,experiment
[13] experiment,love
[13] love,hate
[13] hate,thanks

Top Replied-To
Top Replied-To in Entire Graph:
@theagu
@kellyproof
@carnegiescience
@phaneritic
@byrnejm
@maejemison
@nanditabasu2
@drandreadutton
@sciencepaige
@prehistormic

Top Replied-To in G1:
@theagu
@sciencepaige
@phaneritic
@prehistormic
@waterbarnes
@kendraewalters
@geolatinas
@urbanemissions
@iamgracebato
@osuearthscience

Top Replied-To in G2:
@nanditabasu2
@icesheetmike
@umdgeology
@uib_rotevatn
@_absrp
@umich_paleobot
@maejemison
@purduece
@gsa_geobio
@tomjpretty

Top Replied-To in G3:
@theagu
@nasahyperwall
@geoskeptic
@jhuapl
@nasaharvest
@dr
@gwpublichealth
@planscicrichey
@nasaearth
@climatesociety

Top Replied-To in G4:
@byrnejm
@drandreadutton
@janelubchenco
@ampfeiff
@helenafricker
@drshepherd2013
@startswithabang
@sunrisemvmt
@ncse
@theagu

Top Replied-To in G5:
@gretathunberg
@khemesphere
@stovallatticus
@chrismcentee1
@pervinrubaya
@sphagnum_p_eye
@jayfamiglietti
@queenofpeat

Top Replied-To in G6:
@carnegiescience
@maejemison
@ncar_acom
@treacherousbuzz
@taswegian
@iameleish
@jaywt
@chutneyboy
@stanfordearth
@kh_freeman

Top Replied-To in G8:
@jhuapl

Top Replied-To in G9:
@rabernat
@_thomashuang

Top Replied-To in G10:
@elishamariephd
@resilienceuva
@thebiotaproject

Top Mentioned
Top Mentioned in Entire Graph:
@theagu
@agu_cryo
@noaa
@servirglobal
@geolatinas
@nasa
@pangeo_data
@ameriflux
@nasaearth
@bzgeo

Top Mentioned in G1:
@theagu
@geolatinas
@tugeolatinas
@eswntweets
@ametsoc
@agu_h3s
@agu_scicomm
@nesta_us
@servirglobal
@agu_eos

Top Mentioned in G2:
@agu_cryo
@noaa
@theagu
@eps_mcgill
@nanditabasu2
@natalyagomezeps
@mcgillu
@danykakbyrnes
@gwfutures
@katyricoscience

Top Mentioned in G3:
@servirglobal
@theagu
@nasa
@bzgeo
@nasaearth
@alanstern
@ladiesoflandsat
@googleearth
@ciat_
@sig_gis

Top Mentioned in G4:
@michaelemann
@benfranta
@janelubchenco
@leahstokes
@drandreadutton
@gretchentg
@aldatweets
@globalecoguy
@theagu
@maibached

Top Mentioned in G5:
@ameriflux
@fluxnety
@theagu
@nacp_carbon
@uscarbonprogram
@uarizona
@buremotesensing
@vito_rs_
@cbernacchi
@dronova_iryna

Top Mentioned in G6:
@stanfordearth
@radioglaciology
@stanfordeng
@carnegiescience
@ciresnews
@theagu
@carnegiegeophys
@maejemison
@papazissou
@energy

Top Mentioned in G8:
@stevephenomena
@tweetaurora
@theagu
@spaceyliz
@marckuchner
@thesweaplife
@mtspacegrant
@arxiv
@justinckasper
@cuboulderatoc

Top Mentioned in G9:
@pangeo_data
@lamontearth
@dask_dev
@oceanobserv
@projectjupyter
@scotty_h_q
@uwescience
@xarray_dev
@theagu
@gsc_cgc

Top Mentioned in G10:
@eesalbnl
@priyanka_runwal
@carbon_cait
@youtube
@elishamariephd
@chakrabortyromy
@sciencepnnl
@jgi
@asuengineering
@uvaengineers

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@delta
@ericdemarylebon
@paxnostrum
@threadreaderapp
@willseattle
@homegypsy
@dgendvil
@carolmaewy
@eddarrell

Top Tweeters in G1:
@rt_himachal
@pauljimerson
@formerlyhuroggi
@omi_082
@leafwarbler
@ndngenuity
@volcanowatching
@vice
@needhibhalla
@siatamedellin

Top Tweeters in G2:
@paxnostrum
@willseattle
@carolmaewy
@eddarrell
@riskyliberal
@astraea_styx
@journeyproducti
@morgfair
@sandi_childs
@garthworld

Top Tweeters in G3:
@americanair
@ericdemarylebon
@blogdiva
@rnitsch
@mr_spock
@chuckbaggett
@darksapiens
@napiez
@edubeltranedu
@elleallever

Top Tweeters in G4:
@dgendvil
@markplackett1
@shaktilila
@p1z4t
@wsscherk
@time
@__grav
@stepanafanas
@claimcompanies
@3pennymovies

Top Tweeters in G5:
@threadreaderapp
@nytimes
@salosso
@scottolling
@prabhakarthanks
@pbs
@ibejac
@geomaticsfeed
@pewenvironment
@pewtrusts

Top Tweeters in G6:
@elzeide
@spiegelonline
@spiegel_politik
@golorico
@dariosailor86
@pumafanzola
@enerphyschem
@scitechmachine
@allhamia
@qualityisarul3

Top Tweeters in G7:
@may_gun
@coolgrey
@boreguru
@calvincupini
@geotecniaonline
@missionartist
@seokiesputa
@googleplay_down
@dragonabs1
@wxdoc

Top Tweeters in G8:
@homegypsy
@mapocoloco
@johnnyparker012
@sdreyse
@heis_tswvlis
@alohaevery1
@teresacooper
@niceferrante
@danieltissera
@fabe147gta

Top Tweeters in G9:
@ayirpelle
@bcquakehelp
@e_toyoda
@tigeprocyshyn
@rogersshelagh
@nomadics
@columbia
@ocean_networks
@permutans
@pacoid

Top Tweeters in G10:
@vievararosel
@cristinagardens
@pierre018
@youtube
@pnnlab
@valleypbs
@biogeobiochem
@justingesso
@ucmerced
@energypnnl


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