polar vortex, Twitter, 2/10/2023 8:50:13 PM, 289095


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polar vortex Twitter NodeXL SNA Map and Report for perjantai, 10 helmikuuta 2023 at 19.27 UTC
polar vortex Twitter NodeXL SNA Map and Report for perjantai, 10 helmikuuta 2023 at 19.27 UTC
From:
mihkal
Uploaded on:
February 10, 2023
Short Description:
polar vortex via NodeXL https://bit.ly/3JYyQHh
@manonelife
@natgeomagth
@tamithaskov
@capitalweather
@nypost
@jacksillin
@oneradchee
@burgwx
@breakingweather
@accuweather

Top hashtags:
#แผ่นดินไหว
#polarvortex
#climatechange
#spv
#natgas
#upsc
#upscprelims
#update

Description:
Description
The graph represents a network of 15 284 Twitter users whose recent tweets contained "polar vortex", 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 Friday, 10 February 2023 at 20:12 UTC.

The tweets in the network were tweeted over the 9-day, 15-hour, 32-minute period from Wednesday, 01 February 2023 at 03:53 UTC to Friday, 10 February 2023 at 19:26 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 : 15284
Unique Edges : 15768
Edges With Duplicates : 1551
Total Edges : 17319
Number of Edge Types : 5
Retweet : 10679
Replies to : 1480
Mentions : 1618
Tweet : 2410
MentionsInRetweet : 1132
Self-Loops : 2458
Reciprocated Vertex Pair Ratio : 0,00801631390197595
Reciprocated Edge Ratio : 0,0159051273107778
Connected Components : 2602
Single-Vertex Connected Components : 1489
Maximum Vertices in a Connected Component : 6345
Maximum Edges in a Connected Component : 6521
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 3,556691
Graph Density : 6,13694251367761E-05
Modularity : 0,761621
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 15 284 Twitter users whose recent tweets contained "polar vortex", 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 Friday, 10 February 2023 at 20:12 UTC.

The tweets in the network were tweeted over the 9-day, 15-hour, 32-minute period from Wednesday, 01 February 2023 at 03:53 UTC to Friday, 10 February 2023 at 19:26 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 : polar vortex
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[273] https://www.severe-weather.eu/global-weather/sudden-stratospheric-warming-polar-vortex-collapse-effect-forecast-february-march-united-states-europe-fa/
[196] https://www.washingtonpost.com/weather/2023/02/03/new-england-polar-vortex-cold/
[164] https://nypost.com/2023/02/04/mount-washington-as-cold-as-mars-as-polar-vortex-brings-record-breaking-windchills-of-110/
[150] https://twitter.com/forecaster25/status/1621598650022363142
[134] https://edition.cnn.com/2023/02/03/world/extreme-cold-arctic-polar-vortex-climate-intl/index.html
[106] https://www.washingtonpost.com/weather/2023/02/09/polar-vortex-sudden-stratospheric-warming/
[102] https://nypost.com/2023/02/04/mount-washington-as-cold-as-mars-as-polar-vortex-brings-record-breaking-windchills-of-110/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[70] https://electroverse.co/heavy-snow-lebanon-balkans-freeze-polar-vortex-we-should-fear-a-deep-temperature-drop/
[69] https://toronto.citynews.ca/2023/02/02/toronto-weather-coldest-day-in-years-southern-ontario-polar-vortex/
[65] https://www.axios.com/2023/02/02/new-england-polar-vortex-cold-snap

Top URLs in Tweet in G2:
[159] https://www.severe-weather.eu/global-weather/sudden-stratospheric-warming-polar-vortex-collapse-effect-forecast-february-march-united-states-europe-fa/
[51] https://nypost.com/2023/02/04/mount-washington-as-cold-as-mars-as-polar-vortex-brings-record-breaking-windchills-of-110/
[35] https://edition.cnn.com/2023/02/03/world/extreme-cold-arctic-polar-vortex-climate-intl/index.html
[35] https://www.washingtonpost.com/weather/2023/02/03/new-england-polar-vortex-cold/
[27] https://www.axios.com/2023/02/02/new-england-polar-vortex-cold-snap
[25] https://globalnews.ca/news/9474534/solar-polar-vortex-sun-flare/
[22] https://www.severe-weather.eu/global-weather/sudden-stratospheric-warming-polar-vortex-collapse-effect-forecast-february-march-united-states-europe-fa/?utm_medium=social&utm_source=grow.me&utm_campaign=grow_share_widget
[19] https://apple.news/AGBzfA0s7R2-sBB1pyV_64w
[19] https://www.accuweather.com/en/winter-weather/brief-visit-from-polar-vortex-to-bring-record-challenging-cold-to-northeast/1476819
[19] https://www.washingtonpost.com/weather/2023/02/09/polar-vortex-sudden-stratospheric-warming/

Top URLs in Tweet in G4:
[31] https://twitter.com/tamithaskov/status/1621276153075109888
[11] https://www.patreon.com/posts/78494462
[10] https://www.space.com/vortex-sun-poles
[7] https://www.infowars.com/posts/global-cooling-polar-vortex-to-strike-new-england-with-ice-age-weather/
[5] https://www.youtube.com/watch?v=KMLQfDvM0lg&feature=youtu.be

[3] https://www.youtube.com/watch?v=Clge8_NvM4o&feature=youtu.be

[2] https://globalnews.ca/news/9474534/solar-polar-vortex-sun-flare/
[1] https://www.youtube.com/watch?v=Igfp_EK73Xk&feature=youtu.be

[1] https://www.axios.com/2023/02/02/new-england-polar-vortex-cold-snap
[1] https://www.zerohedge.com/commodities/new-york-natgas-prices-erupt-20-year-high-ahead-polar-vortex

Top URLs in Tweet in G5:
[135] https://www.washingtonpost.com/weather/2023/02/03/new-england-polar-vortex-cold/
[41] https://www.washingtonpost.com/weather/2023/02/09/polar-vortex-sudden-stratospheric-warming/
[30] https://www.rmets.org/metmatters/polar-vortex-sudden-stratospheric-warmings-and-beast-east
[27] https://news.yahoo.com/unfathomable-cold-polar-vortex-mt-162024735.html
[17] https://revkin.substack.com/p/tracking-a-flash-17-f-polar-vortex
[14] https://www.axios.com/2023/02/04/northeast-polar-vortex-record-cold?utm_medium=social&utm_content=politics&utm_source=twitter&utm_campaign=editorial
[13] https://www.pbs.org/newshour/nation/polar-vortex-envelops-northeast-with-dangerously-cold-temperatures
[11] https://www.axios.com/2023/02/10/sudden-stratospheric-warming-event-polar-vortex
[8] https://twitter.com/PineTreeWeather/status/1621618301209034752
[7] https://www.axios.com/2023/02/02/new-england-polar-vortex-cold-snap

Top URLs in Tweet in G6:
[133] https://twitter.com/forecaster25/status/1621598650022363142
[14] https://twitter.com/burgwx/status/1621610727294504961
[11] https://spacecityweather.com/a-blustery-walk-into-the-weekend-in-houston/
[8] https://twitter.com/JustinMinder2/status/1623300970879889408
[5] http://www.damweather.com/2023/02/dreaded-polar-vortex-drags-intense.html
[5] https://globalnews.ca/news/9465595/nb-polar-vortex-burst-pipes/?utm_source=%40Global_NB&utm_medium=Twitter
[4] https://twitter.com/SassyMetisChick/status/1622782908615335940
[3] https://www.washingtonpost.com/weather/2023/02/09/polar-vortex-sudden-stratospheric-warming/
[3] https://atlantic.ctvnews.ca/video?cid=sm%3Atrueanthem%3Actvatlantic%3Atwitterpost&clipId=2621623&taid=63dc4e89584492000128b209&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://atlantic.ctvnews.ca/video?cid=sm%3Atrueanthem%3Actvatlantic%3Atwitterpost&clipId=2620881&taid=63db3c561b86500001acdc63&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G7:
[96] https://nypost.com/2023/02/04/mount-washington-as-cold-as-mars-as-polar-vortex-brings-record-breaking-windchills-of-110/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[61] https://nypost.com/2023/02/04/mount-washington-as-cold-as-mars-as-polar-vortex-brings-record-breaking-windchills-of-110/?utm_medium=SocialFlow&utm_source=NYPTwitter&utm_campaign=SocialFlow
[58] https://electroverse.co/heavy-snow-lebanon-balkans-freeze-polar-vortex-we-should-fear-a-deep-temperature-drop/
[14] https://nypost.com/2023/02/02/nyc-bracing-for-dangerous-polar-vortex-sub-zero-temperatures/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[10] https://nypost.com/2023/02/05/cold-weather-to-pause-as-warmup-looms-in-wake-of-polar-vortex/?utm_source=NYPTwitter&utm_campaign=SocialFlow&utm_medium=SocialFlow
[2] https://www.severe-weather.eu/global-weather/sudden-stratospheric-warming-polar-vortex-collapse-effect-forecast-february-march-united-states-europe-fa/
[2] https://www.msn.com/en-us/weather/topstories/polar-vortex-to-bring-once-in-a-generation-cold-event-to-northeast-this-weekend/ar-AA16WtJO
[1] https://www.patreon.com/posts/78494462
[1] https://www.axios.com/2023/02/02/new-england-polar-vortex-cold-snap
[1] https://nypost.com/2023/02/04/mount-washington-as-cold-as-mars-as-polar-vortex-brings-record-breaking-windchills-of-110/

Top URLs in Tweet in G8:
[58] https://toronto.citynews.ca/2023/02/02/toronto-weather-coldest-day-in-years-southern-ontario-polar-vortex/
[14] https://toronto.ctvnews.ca/toronto-is-about-to-experience-its-coldest-temperatures-in-years-1.6256180?cid=sm%3Atrueanthem%3Actvtoronto%3Atwitterpost&taid=63db90b09511e10001d5332f&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=facebook
[9] https://www.thestar.com/news/gta/2023/02/03/polar-vortex-means-toronto-could-see-coldest-weather-in-years-heres-how-long-it-could-last.html
[8] https://www.thestar.com/news/gta/2023/02/04/environment-canada-extends-extreme-cold-weather-warning-into-saturday-but-the-polar-vortex-will-be-over-soon.html?utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=GTA&utm_content=extendcoldweather_s
[7] https://montreal.ctvnews.ca/video?cid=sm%3Atrueanthem%3Actvmontreal%3Atwitterpost&clipId=2619922&taid=63da57cc5844920001dcab99&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://www.thestar.com/news/gta/2023/02/03/polar-vortex-means-toronto-could-see-coldest-weather-in-years-heres-how-long-it-could-last.html?utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=GTA&utm_content=polarvortex_s
[5] https://www.thestar.com/news/gta/2023/02/06/toronto-flips-to-mild-wet-weather-this-week-days-after-deep-freeze.html?rf&utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=GTA&utm_content=torontoflips_s
[5] https://toronto.citynews.ca/2023/01/31/toronto-extreme-cold-weather-february/
[5] https://www.ctvnews.ca/video?clipId=2620956&taid=63db0b1b58449200012852f8&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://toronto.ctvnews.ca/video?cid=sm%3Atrueanthem%3Actvtoronto%3Atwitterpost&clipId=2621685&taid=63dcb7fc9511e10001d5946d&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=facebook

Top URLs in Tweet in G9:
[16] https://www.washingtonpost.com/weather/2023/02/03/new-england-polar-vortex-cold/
[8] https://nypost.com/2023/02/04/mount-washington-as-cold-as-mars-as-polar-vortex-brings-record-breaking-windchills-of-110/
[2] https://www.washingtonpost.com/weather/2023/02/09/polar-vortex-sudden-stratospheric-warming/
[1] https://electroverse.co/heavy-snow-lebanon-balkans-freeze-polar-vortex-we-should-fear-a-deep-temperature-drop/
[1] https://scholar.google.com.au/scholar?q=polar+vortex+and+climate+change+research&hl=en&as_sdt=0&as_vis=1&oi=scholart

Top URLs in Tweet in G10:
[39] https://www.severe-weather.eu/global-weather/sudden-stratospheric-warming-polar-vortex-collapse-effect-forecast-february-march-united-states-europe-fa/
[29] https://www.washingtonpost.com/weather/2023/02/09/polar-vortex-sudden-stratospheric-warming/
[19] https://edition.cnn.com/2023/02/03/world/extreme-cold-arctic-polar-vortex-climate-intl/index.html
[7] https://atmospheric-and-environmental-research-aer.myshopify.com/collections/frontpage/products/arctic-oscillation-and-polar-vortex-analysis-and-forecasts-early-look
[3] https://www.ucdavis.edu/climate/definitions/what-is-the-polar-vortex#:~:text=The%20change%20is%20warming%20higher,bringing%20polar%20air%20farther%20south
[3] https://www.washingtonpost.com/climate-environment/2022/12/23/climate-change-impact-cold-weather/
[2] https://www.youtube.com/watch?v=iJkbjd5XjO8

[1] https://trib.al/GbgYU92
[1] https://revkin.substack.com/p/tracking-a-flash-17-f-polar-vortex
[1] https://twitter.com/PineTreeWeather/status/1621618301209034752

Top Domains
Top Domains in Tweet in Entire Graph:
[499] twitter.com
[413] nypost.com
[334] washingtonpost.com
[319] severe-weather.eu
[237] trib.al
[182] cnn.com
[156] axios.com
[125] youtube.com
[110] globalnews.ca
[92] ctvnews.ca

Top Domains in Tweet in G2:
[189] severe-weather.eu
[92] twitter.com
[76] nypost.com
[63] washingtonpost.com
[58] cnn.com
[51] axios.com
[43] globalnews.ca
[36] apple.news
[25] accuweather.com
[24] foxweather.com

Top Domains in Tweet in G4:
[33] twitter.com
[11] patreon.com
[10] space.com
[9] youtube.com
[7] infowars.com
[3] globalnews.ca
[1] axios.com
[1] zerohedge.com
[1] severe-weather.eu
[1] indy100.com

Top Domains in Tweet in G5:
[188] washingtonpost.com
[60] axios.com
[30] rmets.org
[27] yahoo.com
[20] twitter.com
[17] substack.com
[14] wiley.com
[13] pbs.org
[6] severe-weather.eu
[3] bringmethenews.com

Top Domains in Tweet in G6:
[161] twitter.com
[11] spacecityweather.com
[10] ctvnews.ca
[5] damweather.com
[5] globalnews.ca
[4] washingtonpost.com
[2] wiley.com
[2] severe-weather.eu
[2] trib.al
[1] nypost.com

Top Domains in Tweet in G7:
[182] nypost.com
[58] electroverse.co
[2] severe-weather.eu
[2] msn.com
[1] patreon.com
[1] axios.com
[1] twitter.com

Top Domains in Tweet in G8:
[63] citynews.ca
[40] ctvnews.ca
[34] thestar.com
[4] twitter.com
[3] nsidc.org
[3] youtube.com
[3] washingtonpost.com
[3] trib.al
[2] globalnews.ca
[1] axios.com

Top Domains in Tweet in G9:
[18] washingtonpost.com
[8] nypost.com
[1] electroverse.co
[1] com.au

Top Domains in Tweet in G10:
[40] severe-weather.eu
[33] washingtonpost.com
[20] cnn.com
[7] myshopify.com
[4] twitter.com
[3] youtube.com
[3] ucdavis.edu
[1] trib.al
[1] substack.com
[1] foxweather.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[159] แผ่นดินไหว
[139] polarvortex
[67] climatechange
[47] spv
[45] natgas
[44] upsc
[44] upscprelims
[44] update
[43] weather
[39] onstorm



Top Hashtags in Tweet in G1:
[154] แผ่นดินไหว

Top Hashtags in Tweet in G2:
[30] polarvortex
[11] weather
[11] foxweather
[11] climatechange
[9] news
[7] climatecrisis
[7] canada
[7] sun
[6] smartnews
[6] climate

Top Hashtags in Tweet in G3:
[5] แผ่นดินไหว

Top Hashtags in Tweet in G4:
[11] solarstorms
[11] radio
[11] gps
[11] airline
[10] solarcycle25

Top Hashtags in Tweet in G5:
[41] spv
[16] polarvortex
[15] freezing
[15] bundleup
[15] letsfly
[15] nft
[15] zzz
[13] metmatters
[11] arctic
[8] canada

Top Hashtags in Tweet in G6:
[11] polarvortex
[11] petitetang
[11] capebretonisland
[1] arwx
[1] okwx
[1] yellowknife
[1] iqaluit

Top Hashtags in Tweet in G7:
[5] climatescam
[4] climatechangehoax
[2] unvaccinated
[2] healthy
[2] fear
[2] cold
[2] climatecrisis
[2] coldsnap
[2] coldwave
[2] coldweather

Top Hashtags in Tweet in G8:
[42] update
[7] weather
[7] polarvortex
[5] maine
[5] cartoons
[4] tunatuesday
[4] catsoftwitter
[4] catsontwitter
[4] ambassacats
[2] ski

Top Hashtags in Tweet in G9:
[1] climatechange
[1] globalwarming
[1] spv

Top Hashtags in Tweet in G10:
[8] polarvortex
[5] ssw
[5] natgas
[3] spv
[1] modes

Top Words
Top Words in Tweet in Entire Graph:
[15663] บ
[13996] polar
[13941] vortex
[12229] the
[11476] เป
[10467] ม
[6562] ท
[6363] อ
[6232] a
[5277] แต

Top Words in Tweet in G1:
[15230] บ
[9948] ม
[9948] เป
[5128] มบางส
[5128] polar
[5128] ฐอเมร
[5128] ก
[5128] vortex
[5128] วนของสหร
[5128] ท

Top Words in Tweet in G2:
[1489] the
[1190] polar
[1186] vortex
[703] to
[698] a
[592] in
[518] and
[450] of
[406] is
[304] this

Top Words in Tweet in G3:
[1466] เป
[1343] polar
[1342] vortex
[1341] ท
[1336] อ
[1211] ดข
[1211] ช
[1206] อนกว
[1206] ยสำค
[1206] อนในรอบหลายป

Top Words in Tweet in G4:
[2544] the
[1657] polar
[1652] vortex
[1623] a
[1570] from
[862] in
[859] of
[849] is
[844] sun's
[827] north

Top Words in Tweet in G5:
[963] the
[424] to
[320] is
[302] in
[283] polar
[282] of
[276] vortex
[263] its
[244] a
[242] with

Top Words in Tweet in G6:
[917] the
[476] a
[413] you
[347] vortex
[334] to
[330] of
[324] polar
[278] have
[188] being
[178] for

Top Words in Tweet in G7:
[316] as
[237] of
[196] the
[170] cold
[167] wind
[161] record
[161] washington
[157] below
[154] with
[153] chills

Top Words in Tweet in G8:
[298] the
[169] of
[161] vortex
[160] polar
[155] in
[153] a
[124] to
[104] for
[92] and
[90] c

Top Words in Tweet in G9:
[54] the
[30] ever
[28] and
[27] polar
[27] vortex
[27] as
[23] is
[22] of
[21] warming
[20] this

Top Words in Tweet in G10:
[406] the
[192] a
[131] to
[125] is
[116] polar
[116] vortex
[112] and
[110] for
[96] warming
[89] in

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13748] polar,vortex
[5274] มบางส,วนของสหร
[5274] วนของสหร,ฐอเมร
[5154] vortex,เป
[5154] ม,ความร
[5116] อ,ณหภ
[5116] ณหภ,ม
[5115] อวานน,ท
[5115] 79,องศาเซลเซ
[5115] งเม,อวานน

Top Word Pairs in Tweet in G1:
[5128] มบางส,วนของสหร
[5128] วนของสหร,ฐอเมร
[5128] polar,vortex
[4974] ออาร,กต
[4974] กต,กราว
[4974] งคร,บ
[4974] ง,79
[4974] บ,แต
[4974] ท,ความเร
[4974] นทวนเข,มนาฬ

Top Word Pairs in Tweet in G2:
[1139] polar,vortex
[322] the,polar
[158] a,polar
[153] in,the
[129] of,the
[89] vortex,and
[69] vortex,to
[63] wind,chill
[63] sudden,stratospheric
[60] stratospheric,warming

Top Word Pairs in Tweet in G3:
[1342] polar,vortex
[1206] างไม,เคยเก
[1206] ลมวนข,วโลก
[1206] นช,นก
[1206] อนในรอบหลายป,ท
[1206] วโลก,polar
[1206] องน,าประหลาดท
[1206] มาจาก,2
[1206] ผ,านมา
[1206] นค,อ

Top Word Pairs in Tweet in G4:
[1620] polar,vortex
[813] the,sun's
[794] north,pole
[786] from,the
[785] in,a
[785] the,north
[785] is,now
[784] around,the
[784] our,star
[783] the,main

Top Word Pairs in Tweet in G5:
[265] polar,vortex
[155] to,minus
[152] wind,chill
[143] dropped,to
[131] temperature,is
[130] in,the
[130] has,dropped
[129] mph,more
[129] lowest,record
[129] is,45

Top Word Pairs in Tweet in G6:
[319] polar,vortex
[177] the,polar
[149] mt,washington
[148] of,the
[137] be,the
[135] vortex,a
[134] to,be
[133] summit,of
[133] step,outside
[133] right,now

Top Word Pairs in Tweet in G7:
[153] mars,with
[153] breaking,wind
[153] wind,chills
[153] of,110
[153] with,record
[153] as,mars
[153] chills,of
[153] cold,as
[153] record,breaking
[153] as,cold

Top Word Pairs in Tweet in G8:
[159] polar,vortex
[95] of,the
[68] in,the
[60] extreme,cold
[57] environment,canada
[51] the,polar
[42] cold,warning
[42] a,polar
[42] for,toronto
[36] so,far

Top Word Pairs in Tweet in G9:
[25] polar,vortex
[17] global,warming
[15] ever,and
[15] ever,ever
[15] this,is
[15] yet,some
[15] the,hottest
[15] some,persons
[15] still,deny
[15] is,the

Top Word Pairs in Tweet in G10:
[111] polar,vortex
[64] a,sudden
[58] in,the
[50] stratospheric,warming
[46] sudden,stratospheric
[41] of,the
[38] is,now
[37] early,spring
[37] with,the
[37] event,is

Top Replied-To
Top Replied-To in Entire Graph:
@remarks
@junkscience
@judah47
@ecowarriorss
@mmpadellan
@jlherms
@gbnews
@tamithaskov
@bigjoebastardi
@foxnews

Top Replied-To in G2:

Top Replied-To in G4:
@tamithaskov
@swmcintosh
@skdh
@digitalg0d
@thor0261
@roborat14
@desdeeuasv
@sruhle
@storkiegirl
@trestansimon

Top Replied-To in G5:
@remarks
@matthewcappucci
@jacksillin
@simonleewx
@joenewberry
@abqkat1
@fireblade577
@brando4220_2
@thesnowdreamer
@pgrasics

Top Replied-To in G6:
@burgwx
@seattlewxguy
@bbcnorthamerica
@vsinclair_met
@wxtca
@aliciambentley
@jacksillin
@bustergeary

Top Replied-To in G7:
@eclipsethis2003
@synchro2021
@chrissm68800381

Top Replied-To in G8:
@ctvtoronto
@mrsmiles260
@torontostar
@ctvnews
@celtic_light
@lordgraydon
@sbs
@dddale
@rahulgangolli
@doofy7771

Top Replied-To in G9:
@priscian
@marksharon_dp
@dawntj90
@luisbaram
@25_cycle
@victorjennpaul
@rogtallbloke
@d_e_mol
@themetalbyrds
@mikedel21893959

Top Replied-To in G10:
@judah47
@webberweather
@peterlovasco
@massachusettswx
@llittleshoes
@sengaaaaaaaa
@latestinspace
@eulermatthew4
@tim_dunkerton
@garrityv_t

Top Mentioned
Top Mentioned in Entire Graph:
@nypost
@youtube
@navypier
@plumb_pud
@judah47
@accuweather
@jfrancisclimate
@nytimes
@bbc
@rmets

Top Mentioned in G2:
@dmfox705
@scrumnews
@toronto_nian
@cypriotis

Top Mentioned in G4:
@tamithaskov
@swmcintosh
@youtube
@scott_robb
@trestansimon
@desdeeuasv
@11thhour
@jal495588
@halocme

Top Mentioned in G5:
@plumb_pud
@rmets
@psegdelivers
@matthewcappucci
@simonleewx
@capitalweather
@islivingston
@afreedma
@svensundgaard
@laurie_garrett

Top Mentioned in G6:
@mattlanza
@aliciambentley
@simonleewx
@wxtca
@alexhallwx
@ridens1
@weatherdan
@hogear
@colbyeffect
@wxzachary

Top Mentioned in G7:
@nypost
@mspetter
@electroversenet
@bosnerdley

Top Mentioned in G8:
@westislandwx
@torontostar
@jussiesmollett
@ctvmontreal
@us_stormwatch
@jaypeakresort
@ctvnews
@subway
@ctvtoronto

Top Mentioned in G9:
@veritatem2021
@ejwwest
@3ghtweets
@noelturner194
@jimdtweet
@kenneth72712993
@bubbasranch
@jwickers
@automatrix66_kc
@friendsoscience

Top Mentioned in G10:
@judah47
@jfrancisclimate
@polar_james
@domeisen_d
@ecmwf
@massachusettswx
@severeweathereu
@ssdance
@capitalweather
@extremetemps

Top Tweeters
Top Tweeters in Entire Graph:
@berkleybearnews
@andyvermaut
@jurylady5
@robinsnewswire
@chris_1791
@hrblock_21
@newsoneplace
@phildecarolis
@crweworld
@ltmxljn

Top Tweeters in G1:
@saibrabra
@drmydearr
@miwwa_13
@jazelnutx
@hellosunflow_r
@polaris895
@iceyaiyaiyaiya
@pattiekizz
@fornte
@ts_youngjae333

Top Tweeters in G2:
@berkleybearnews
@andyvermaut
@robinsnewswire
@newsoneplace
@crweworld
@backstorymom1
@onahunttoday
@thedextazlab
@strawberryng
@fxbooklttg

Top Tweeters in G3:
@ltmxljn
@reicalgano
@990208_
@nnxn_iii
@srtndyq
@whyyynik
@blacktist
@duchesswani
@hh_teetyeh
@eyeof_

Top Tweeters in G4:
@rodolfoxoliz
@bronxfanatic
@kanjecisel
@corruptnsw
@ktaros2
@jetcitystar
@ericserati68
@ow_my_back_
@london_lady
@fernandogomezn5

Top Tweeters in G5:
@derekjohnbryant
@russelltim151
@rhonda_harbison
@new_narrative
@locou9
@mig30m6
@tati_vict
@socratic1
@nightnurse38
@neilyoungsaveus

Top Tweeters in G6:
@hrblock_21
@themseries1
@ken_crichlow
@rhcm123
@argyllseaglass
@wesleycoughlan
@ann_crossley
@dmacottawa
@txvoodoo
@livejetlife

Top Tweeters in G7:
@john_siracusa
@ladydshops
@sandoly
@cherrybaysb
@nypost
@jose_baha
@susveray28
@saminsunderland
@queenborne9
@nofixedabode

Top Tweeters in G8:
@prosyria2
@ladevita12
@remirol1956
@crestsofwaves
@davwain1
@torontostar
@greenurlifenow
@ctvnews
@bagaluesunab
@srk908

Top Tweeters in G9:
@russjensen5
@luisbaram
@datofreddy
@movie_gal_10
@friendsoscience
@crabb_jim
@veritatem2021
@geraldkutney
@dawntj90
@rogtallbloke

Top Tweeters in G10:
@anthropic
@mel_storni
@dwatchnews
@origamigryphon
@liese_mueller
@paolox68
@broyletim
@kbplitt
@meteoprognozapl
@nynjpaweather


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