(#coronavirus OR #coronacrisis OR #coronavirusupdate OR #coronavirusuk OR #covid2019 OR #coronaviruspandemic) #COVID19UK -#COVIDー19 -#Covid_19 -#COVID-19 -#COVID19 since:2020-03-20, Twitter, 3/22/2020 9:51:26 AM, 223423


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(#coronavirus OR #coronacrisis OR #coronavirusupdate OR #coronavirusuk OR #covid2019 OR #coronavirus
(#coronavirus OR #coronacrisis OR #coronavirusupdate OR #coronavirusuk OR #covid2019 OR #coronavirus
From:
scotpublichealth
Uploaded on:
March 22, 2020
Short Description:
(#coronavirus OR #coronacrisis OR #coronavirusupdate OR #coronavirusuk OR #covid2019 OR #coronaviruspandemic) #COVID19UK -#COVIDー19 -#Covid_19 -#COVID-19 -#COVID19 since:2020-03-20 via NodeXL https://bit.ly/33BvNxG
@1scottishbanter
@bluesoulreggae
@borisjohnson
@evielawson
@metrouk
@educationg

Description:
Description
The graph represents a network of 9,617 Twitter users whose recent tweets contained "(#coronavirus OR #coronacrisis OR #coronavirusupdate OR #coronavirusuk OR #covid2019 OR #coronaviruspandemic) #COVID19UK -#COVIDー19 -#Covid_19 -#COVID-19 -#COVID19 since:2020-03-20", 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 Saturday, 21 March 2020 at 19:55 UTC.

The tweets in the network were tweeted over the 1-day, 19-hour, 41-minute period from Friday, 20 March 2020 at 00:00 UTC to Saturday, 21 March 2020 at 19:41 UTC.

It adds to a previous map that looked at COVID-19 related terms: http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223392.
I have removed the section "Top Tweeters in Entire Graph" as this does not work correctly for combined maps.

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 : 26142
Unique Edges : 30849
Edges With Duplicates : 4552
Total Edges : 35401
Self-Loops : 5588
Reciprocated Vertex Pair Ratio : 0.00235957034689206
Reciprocated Edge Ratio : 0.00470803176164711
Connected Components : 3728
Single-Vertex Connected Components : 2172
Maximum Vertices in a Connected Component : 17999
Maximum Edges in a Connected Component : 25875
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.441061
Graph Density : 4.1648983554815E-05
Modularity : 0.793383
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 9,617 Twitter users whose recent tweets contained "(#coronavirus OR #coronacrisis OR #coronavirusupdate OR #coronavirusuk OR #covid2019 OR #coronaviruspandemic) #COVID19UK -#COVIDー19 -#Covid_19 -#COVID-19 -#COVID19 since:2020-03-20", 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 Saturday, 21 March 2020 at 19:55 UTC.

The tweets in the network were tweeted over the 1-day, 19-hour, 41-minute period from Friday, 20 March 2020 at 00:00 UTC to Saturday, 21 March 2020 at 19:41 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 : (#coronavirus OR #coronacrisis OR #coronavirusupdate OR #coronavirusuk OR #covid2019 OR #coronaviruspandemic) #COVID19UK -#COVIDー19 -#Covid_19 -#COVID-19 -#COVID19 since:2020-03-20
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:
[63] https://www.gov.uk/government/publications/coronavirus-covid-19-maintaining-educational-provision/guidance-for-schools-colleges-and-local-authorities-on-maintaining-educational-provision
[41] https://www.sja.org.uk/press-centre/press-releases/st-john-ambulance-escalates-efforts-fight-COVID-19/
[34] https://www.csp.org.uk/news/2020-03-20-covid-19-requires-flexible-approach-physios-other-ahps
[34] https://fsb.org.uk/coronavirus
[27] https://www.musiciansunion.org.uk/Home/Advice/covid-19/Taking-Action-to-Protect-Musicians
[25] https://twitter.com/i/events/1219057585707315201
[19] https://news.sky.com/story/coronavirus-they-call-it-the-apocalypse-inside-italys-hardest-hit-hospital-11960597
[18] https://www.dailystar.co.uk/news/latest-news/coronavirus-china-asia-facing-second-21725839
[17] https://www.dailystar.co.uk/news/latest-news/police-could-arrest-suspected-coronavirus-21730058
[16] https://gov.uk/

Top URLs in Tweet in G1:
[25] https://www.gov.uk/government/publications/coronavirus-covid-19-maintaining-educational-provision/guidance-for-schools-colleges-and-local-authorities-on-maintaining-educational-provision
[13] https://307459.measurementapi.com/serve?action=click&publisher_id=307459&site_id=102144&site_id_android=116377&site_id_ios=113033
[7] https://twitter.com/drjanaway/status/1240730801945354246
[5] https://www.bbc.co.uk/news/av/uk-england-york-north-yorkshire-51966337/coronavirus-nurse-s-despair-as-panic-buyers-clear-shelves
[5] https://www.gov.uk/government/groups/scientific-advisory-group-for-emergencies-sage-coronavirus-covid-19-response
[5] https://www.youtube.com/watch?v=tQD4B_hmdvo&feature=youtu.be

[4] https://www.buzzfeed.com/alexwickham/10-days-that-changed-britains-coronavirus-approach
[4] https://gov.uk/
[4] https://twitter.com/ScaryHighlander/status/1240700402783244288
[3] https://twitter.com/paraicobrien/status/1240928612980871168

Top URLs in Tweet in G2:
[5] https://twitter.com/MaudsleyNHS/status/1240753054737215489
[2] https://pod.link/1466719969/episode/ODRjZjNkZTEtY2RkMC00MDRjLWJlNzItYjZhOWZlYWRmZTli
[1] https://twitter.com/Datagraver/status/1240963119343702018
[1] https://twitter.com/AngrierWHStaff/status/1239428204349317120
[1] https://twitter.com/SkyNews/status/1232991356844466176
[1] https://www.manchestereveningnews.co.uk/news/greater-manchester-news/greater-manchester-62-firefighters-self-17958819?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://www.westminster-abbey.org/learning/virtual-tours
[1] https://jdrf.org.uk/coronavirus-covid-19-information-for-people-living-with-type-1-diabetes/
[1] https://inews.co.uk/news/health/diabetes-coronavirus-type-1-2-uk-advice-latest-high-risk-diabetic-covid-19-self-isolate-2503654
[1] https://twitter.com/charlotteh71/status/1240926207170039808

Top URLs in Tweet in G3:
[12] https://www.bbc.co.uk/news/health-51711227
[8] https://www.change.org/p/rishi-sunak-coronavirus-self-employed-retention-scheme-and-coronavirus-student-retention-scheme
[6] https://twitter.com/Gerrrty/status/1240926001137356801
[6] https://news.sky.com/story/coronavirus-they-call-it-the-apocalypse-inside-italys-hardest-hit-hospital-11960597
[6] https://twitter.com/ladyhaja/status/1240706661938946048
[5] http://healthandvaccines.blogspot.com/2017/05/the-leicester-method-smallpox-and.html?m=1
[4] https://www.youtube.com/watch?v=He0TYPm3Prg&feature=youtu.be

[4] https://britishhawks.files.wordpress.com/2020/03/sunakposter.pdf
[4] https://twitter.com/drjanaway/status/1240730801945354246
[3] https://twitter.com/timetravel077/status/1227340906992369665

Top URLs in Tweet in G4:
[2] https://www.hulldailymail.co.uk/whats-on/shopping/aldi-rules-shoppers-coronavirus-pandemic-3970270
[2] https://www.hulldailymail.co.uk/news/uk-world-news/coronavirus-cases-yorkshire-covid-19-3966219
[2] https://www.hulldailymail.co.uk/news/hull-east-yorkshire-news/newland-avenue-traders-depressed-coronavirus-3969237
[2] https://news.sky.com/story/coronavirus-everyone-dies-alone-heartbreak-at-the-italian-hospital-on-the-brink-of-collapse-11961130
[1] https://www.hulldailymail.co.uk/news/education/council-statement-children-educated-coronavirus-3968906
[1] https://www.washingtonpost.com/health/2020/03/17/coronavirus-looks-different-kids-than-adults/#click=https://t.co/6ye3trNNdN
[1] https://twitter.com/nickgordon75/status/1241321975752130560
[1] https://www.standard.co.uk/news/uk/tesco-jobs-20000-coronavirus-covid19-demand-surge-shopping-a4393636.html
[1] http://www.brixtonbuzz.com/2020/03/video-crowds-surge-into-brixtons-iceland-supermarket-as-coronavirus-panic-buying-continues/

Top URLs in Tweet in G5:
[32] https://fsb.org.uk/coronavirus
[7] https://actionnetwork.org/forms/tell-the-chancellor-guarantee-everyone-a-basic-income-now?source=twitter&
[4] https://petition.parliament.uk/petitions/302284
[2] https://twitter.com/BBCLookNorth/status/1240687667265843202
[2] https://twitter.com/luciegutfreund/status/1241110208405004289
[1] https://www.telegraph.co.uk/news/2020/03/20/singapore-shows-limit-coronavirus-without-resorting-draconian/?WT.mc_id=tmg_share_tw
[1] https://twitter.com/peterc1957/status/1240766577244585985
[1] https://twitter.com/OzraeliAvi/status/1240586040038936576
[1] https://www.leicestermercury.co.uk/news/uk-world-news/20-calpol-10-paracetamol-customer-3964340?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://twitter.com/Steven_Swinford/status/1241300115094147072

Top URLs in Tweet in G6:
[1] https://twitter.com/raymondspage/status/1241320074205691907
[1] https://twitter.com/steven_swinford/status/1241300115094147072
[1] https://news.sky.com/story/coronavirus-former-doctors-and-nurses-told-your-nhs-needs-you-11960660
[1] https://www.theguardian.com/world/2020/mar/18/japanese-flu-drug-clearly-effective-in-treating-coronavirus-says-china?CMP=Share_AndroidApp_Tweet
[1] https://www.mirror.co.uk/news/politics/watch-moment-tories-cheered-blocking-10707293?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://www.youtube.com/watch?v=yX-I_2WnURA&feature=youtu.be

[1] http://www.thelawnmowercompany.com/specialoffers.asp
[1] https://www.bbc.co.uk/news/world-asia-51970379
[1] https://twitter.com/Michele06i/status/1241352533387476993
[1] https://twitter.com/BBCLookNorth/status/1240687667265843202

Top URLs in Tweet in G7:
[13] http://pansurg.org
[4] https://news.sky.com/story/coronavirus-revellers-squeeze-in-last-night-out-as-government-calls-time-on-pubs-11961321
[4] https://coronavirus.jhu.edu/map.html
[4] https://thegreatcritique.wordpress.com/2020/03/20/what-does-suffering-covid-19-feel-like/
[3] https://www.theguardian.com/uk-news/2020/mar/20/train-services-across-britain-to-be-stripped-back-from-monday
[3] https://documentcloud.adobe.com/link/track?uri=urn%3Aaaid%3Ascds%3AUS%3A15c052f6-e403-45ec-9d7b-6f89e4d5033c
[2] https://news.sky.com/story/taskforce-to-target-coronavirus-profiteers-in-crackdown-11960933
[2] https://www.telegraph.co.uk/news/2020/03/19/army-redeploys-troops-home-iraq-coronavirus-forces-end-training/
[2] https://metro.co.uk/2020/03/18/huge-mortuary-set-behind-coroners-court-ready-coronavirus-deaths-12419307/
[2] https://www.theguardian.com/world/2020/mar/18/first-uk-prisoner-with-covid-19-confirmed-at-strangeways-manchester

Top URLs in Tweet in G8:
[10] https://www.ascl.org.uk/News/Our-news-and-press-releases/ASCL-response-to-key-worker-list
[8] https://www.ascl.org.uk/News/Our-news-and-press-releases/ASCL-comment-on-plans-over-cancelled-exams
[7] https://www.gov.uk/government/publications/coronavirus-covid-19-maintaining-educational-provision/guidance-for-schools-colleges-and-local-authorities-on-maintaining-educational-provision
[5] https://policerewired.org/home/covid-19/communities
[4] https://docs.google.com/spreadsheets/d/1eTKeK9vRxgw0KhvKxPCaDrfaHnxQP-n9TsLzsEymviY/
[3] https://features.naht.org.uk/keyworkers/index.html
[3] https://www.ascl.org.uk/News/Our-news-and-press-releases/ASCL-General-Secretary-Q-A-on-school-closures
[3] https://www.nhs.uk/live-well/healthy-body/best-way-to-wash-your-hands/
[3] https://ukedchat.com/2020/03/12/remote-working/
[2] https://www.naht.org.uk/advice-and-support/coronavirus-news-and-guidance-for-school-leaders/

Top URLs in Tweet in G9:
[1] https://twitter.com/lbc/status/1241325728790188037
[1] https://twitter.com/dhscgovuk/status/1240717258013306880
[1] https://twitter.com/carolecadwalla/status/1240789001428185088
[1] https://twitter.com/SomethingVintag/status/1240917246375014402
[1] https://twitter.com/AjajwalJayne/status/1240920257176444928
[1] https://twitter.com/peterjukes/status/1240928581171269633
[1] https://twitter.com/2020comms/status/1241252964439920641

Top URLs in Tweet in G10:
[3] https://gov.uk/
[2] https://twitter.com/TodmordenTweets/status/1241020119721152523
[2] http://map.mutualaid.co.uk
[2] https://forms.gle/bzej27Ni61t4CqGS6
[1] https://www.learningdisabilityengland.org.uk/news/information-on-the-coronavirus/
[1] https://twitter.com/HebdenHashtags/status/1240701805257842688
[1] https://twitter.com/RFAnaesthesia/status/1240604690645123077
[1] https://twitter.com/HCW_Welfare/status/1240738406444998659
[1] https://stayingsafe.net/
[1] https://twitter.com/NAChristakis/status/1240689935557865472

Top Domains
Top Domains in Tweet in Entire Graph:
[1188] twitter.com
[761] co.uk
[387] org.uk
[256] gov.uk
[252] youtube.com
[164] cnn.com
[82] theguardian.com
[58] nhs.uk
[55] sky.com
[47] change.org

Top Domains in Tweet in G1:
[376] twitter.com
[121] co.uk
[71] youtube.com
[60] gov.uk
[27] instagram.com
[18] theguardian.com
[15] sky.com
[13] facebook.com
[13] linkedin.com
[13] measurementapi.com

Top Domains in Tweet in G2:
[16] twitter.com
[2] co.uk
[2] pod.link
[1] westminster-abbey.org
[1] org.uk

Top Domains in Tweet in G3:
[201] twitter.com
[54] co.uk
[29] youtube.com
[13] gov.uk
[12] org.uk
[10] theguardian.com
[9] sky.com
[8] change.org
[5] parliament.uk
[5] blogspot.com

Top Domains in Tweet in G4:
[8] co.uk
[2] sky.com
[1] washingtonpost.com
[1] twitter.com
[1] brixtonbuzz.com

Top Domains in Tweet in G5:
[34] org.uk
[31] twitter.com
[8] co.uk
[7] actionnetwork.org
[5] nabma.com
[4] parliament.uk
[3] youtube.com
[2] enterprisenation.com
[1] banned.video
[1] linkedin.com

Top Domains in Tweet in G6:
[6] twitter.com
[2] theguardian.com
[2] co.uk
[1] sky.com
[1] youtube.com
[1] thelawnmowercompany.com

Top Domains in Tweet in G7:
[43] twitter.com
[13] pansurg.org
[10] theguardian.com
[9] co.uk
[8] sky.com
[7] wordpress.com
[4] youtube.com
[4] jhu.edu
[3] adobe.com
[1] paper.li

Top Domains in Tweet in G8:
[38] org.uk
[22] co.uk
[17] gov.uk
[16] twitter.com
[14] change.org
[5] policerewired.org
[5] google.com
[5] nhs.uk
[3] ukedchat.com
[2] sumofus.org

Top Domains in Tweet in G9:
[7] twitter.com

Top Domains in Tweet in G10:
[9] twitter.com
[4] gov.uk
[2] co.uk
[2] forms.gle
[1] org.uk
[1] stayingsafe.net
[1] theguardian.com
[1] sky.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12970] covid19uk
[6529] covid19
[5764] coronavirus
[3300] coronacrisis
[1989] coronavirusuk
[1989] covid_19
[1619] coronavirusupdate
[725] nhs
[666] covid2019
[629] coronaviruspandemic



Top Hashtags in Tweet in G1:
[2500] covid19uk
[988] coronavirus
[795] covid19
[643] covid_19
[474] coronacrisis
[445] coronavirusuk
[274] coronavirusupdate
[127] coronacrisisuk
[124] coronaviruspandemic
[99] stayathome

Top Hashtags in Tweet in G2:
[50] covid19uk
[26] coronavirus
[20] covid19
[10] coronavirusuk
[10] covid_19
[8] nhsworkers
[5] uk
[4] coronavirusupdate
[3] coronacrisisuk
[3] coronacrisis

Top Hashtags in Tweet in G3:
[1335] covid19uk
[611] coronavirus
[538] covid19
[334] coronavirusuk
[197] covid_19
[190] covid2019
[166] coronacrisis
[127] coronavirusupdate
[106] coronaviruspandemic
[70] coronacrisisuk

Top Hashtags in Tweet in G4:
[1816] covid19uk
[1795] coronacrisis
[1782] covid19
[21] coronavirus
[18] staysafestayhome
[8] gcse2020
[8] gcses2020
[4] coronavirusupdate
[2] torygenocide
[2] selfisolation

Top Hashtags in Tweet in G5:
[250] covid19uk
[148] coronavirus
[98] coronavirusuk
[76] brexit
[67] covid19
[47] coronacrisis
[35] scammers
[35] scamalert
[22] covid_19
[19] stophoarding

Top Hashtags in Tweet in G6:
[52] covid19uk
[18] covid19
[17] coronavirus
[13] coronavirusuk
[10] coronavirusupdate
[9] covid_19
[7] coronacrisis
[7] fbpe
[7] labour
[7] libdems

Top Hashtags in Tweet in G7:
[245] covid19uk
[240] nhs
[172] coronavirus
[79] covid19
[65] covid_19
[58] coronacrisis
[51] coronavirusuk
[51] coronavirusupdate
[48] newsnight
[42] c4news

Top Hashtags in Tweet in G8:
[226] covid19uk
[110] coronavirus
[54] covid19
[39] coronavirusuk
[20] nhs
[16] ournhs
[15] coronacrisis
[15] covid_19
[15] coronavirusoutbreak
[15] keyworkers

Top Hashtags in Tweet in G9:
[18] covid19uk
[8] coronacrisis
[8] covid19
[8] coronavirus
[6] coronavirusuk
[6] backto60
[6] 50swomen
[5] covid_19
[4] coronavirusupdate
[2] stayathome

Top Hashtags in Tweet in G10:
[141] nhs
[68] covid19
[64] covid19uk
[44] coronavirus
[40] safetyplan
[6] coronavirusuk
[4] stayhome
[4] coronacrisisuk
[4] inittogether
[4] lockdown

Top Words
Top Words in Tweet in Entire Graph:
[21969] Words in Sentiment List#1: Positive
[20494] Words in Sentiment List#2: Negative
[131] Words in Sentiment List#3: Angry/Violent
[786793] Non-categorized Words
[829257] Total Words
[28780] #covid19uk
[14448] #coronavirus
[9371] #covid19
[6878] #covid_19
[6842] people

Top Words in Tweet in G1:
[2533] #covid19uk
[999] #coronavirus
[801] #covid19
[646] #covid_19
[476] #coronacrisis
[452] #coronavirusuk
[301] people
[282] #coronavirusupdate
[203] s
[191] now

Top Words in Tweet in G2:
[2185] #covid19uk
[2152] #coronavirus
[2130] #covid_19
[2128] people
[2122] edinburgh
[2122] singing
[2122] sunshine
[2122] leith
[2122] flats
[2122] everyone

Top Words in Tweet in G3:
[2190] #covid19uk
[971] #coronavirus
[933] #covid19
[603] borisjohnson
[440] #coronavirusuk
[381] need
[319] #covid_19
[297] people
[292] #coronacrisis
[292] #coronavirusupdate

Top Words in Tweet in G4:
[1835] #covid19uk
[1800] #coronacrisis
[1788] people
[1782] #covid19
[1776] still
[1775] going
[1775] restaurants
[1775] pubs
[1775] clubs
[1775] gyms

Top Words in Tweet in G5:
[2411] toilet
[2359] selling
[2256] dj
[2031] #covid19uk
[1661] #coronavirus
[1279] roll
[1264] customers
[1208] out
[1157] coronavirus
[1132] lay

Top Words in Tweet in G6:
[1578] #covid19uk
[1519] toilet
[1502] selling
[1493] #coronavirus
[1474] roll
[1429] #covid_19
[1427] #coronavirusupdate
[1422] prices
[1415] food
[1415] #selfisolation

Top Words in Tweet in G7:
[1017] #covid19uk
[366] #coronavirus
[332] #nhs
[273] here
[270] staff
[267] everyone
[255] full
[255] #edinburgh
[252] #covid19
[247] read

Top Words in Tweet in G8:
[790] #covid19uk
[669] school
[634] meals
[563] #coronavirus
[327] children
[321] free
[320] attending
[318] longer
[317] vouchers
[297] more

Top Words in Tweet in G9:
[748] medical
[748] home
[394] #covid19uk
[381] #coronacrisis
[374] grave
[374] stats
[374] italy
[374] today
[374] 17
[374] doctors

Top Words in Tweet in G10:
[355] #covid19uk
[316] dear
[304] read
[298] please
[281] share
[281] again
[204] #coronavirus
[148] keep
[145] much
[142] lives

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4856] #covid19,#covid19uk
[3578] #covid19uk,#coronavirus
[2948] toilet,roll
[2442] selling,toilet
[2343] #coronavirus,#covid_19
[2267] love,see
[2265] people,edinburgh
[2265] edinburgh,singing
[2265] singing,sunshine
[2265] sunshine,leith

Top Word Pairs in Tweet in G1:
[384] #covid19,#covid19uk
[262] #coronavirus,#covid19uk
[261] #covid_19,#covid19uk
[259] #covid19uk,#coronavirus
[164] #covid19uk,#covid19
[157] #covid19uk,#coronavirusuk
[155] #coronavirusuk,#covid19uk
[145] covid,19
[136] #covid19uk,#covid_19
[122] #coronacrisis,#covid19uk

Top Word Pairs in Tweet in G2:
[2123] #coronavirus,#covid_19
[2122] people,edinburgh
[2122] edinburgh,singing
[2122] singing,sunshine
[2122] sunshine,leith
[2122] leith,flats
[2122] flats,everyone
[2122] everyone,joining
[2122] joining,things
[2122] things,love

Top Word Pairs in Tweet in G3:
[456] #covid19,#covid19uk
[270] #covid19uk,#coronavirus
[196] #covid19uk,#covid19
[176] #covid19uk,#covid2019
[174] #covid2019,#coronavirus
[173] #covid_19,#covid19uk
[172] #coronavirus,#coronavirusoutbreak
[170] ant,middleton
[170] middleton,explorer
[170] explorer,adventurer

Top Word Pairs in Tweet in G4:
[1776] #coronacrisis,#covid19
[1776] #covid19,#covid19uk
[1775] #covid19uk,people
[1775] people,still
[1775] still,going
[1775] going,restaurants
[1775] restaurants,pubs
[1775] pubs,clubs
[1775] clubs,gyms
[1775] gyms,show

Top Word Pairs in Tweet in G5:
[2256] selling,toilet
[1308] #covid19uk,#coronavirus
[1279] toilet,roll
[1128] dj,lee
[1128] lee,marshall
[1128] marshall,dj
[1128] dj,known
[1128] known,disco
[1128] disco,boy
[1128] boy,made

Top Word Pairs in Tweet in G6:
[1474] toilet,roll
[1411] making,money
[1411] money,selling
[1411] selling,baby
[1411] baby,milk
[1411] milk,medicine
[1411] medicine,toilet
[1411] roll,food
[1411] food,ridiculously
[1411] ridiculously,inflated

Top Word Pairs in Tweet in G7:
[246] #covid19uk,#edinburgh
[246] #edinburgh,#hotelnews
[233] offering,bedrooms
[233] bedrooms,complimentary
[233] complimentary,accommodation
[233] accommodation,#nhs
[233] #nhs,staff
[233] staff,thank
[233] thank,looking
[233] looking,everyone

Top Word Pairs in Tweet in G8:
[317] free,school
[317] school,meals
[317] longer,attending
[317] attending,school
[281] read,more
[279] more,#covid19uk
[278] whose,children
[276] low,income
[276] income,families
[276] families,whose

Top Word Pairs in Tweet in G9:
[374] grave,stats
[374] stats,italy
[374] italy,today
[374] today,17
[374] 17,doctors
[374] doctors,passing
[374] passing,away
[374] away,3500
[374] 3500,medical
[374] medical,staff

Top Word Pairs in Tweet in G10:
[141] share,far
[141] far,wide
[141] #covid19uk,#covid_19
[139] dear,please
[139] please,share
[139] wide,document
[139] document,labour
[139] labour,love
[139] love,care
[139] care,much

Top Replied-To
Top Replied-To in Entire Graph:
@borisjohnson
@ccfc1969
@westminsterwag
@dhscgovuk
@maudsleynhs
@piersmorgan
@peterjukes
@matthancock
@lawrencedunhill
@claudiawebbe

Top Replied-To in G1:

Top Replied-To in G2:
@tnluk
@cliodiaspora
@jamiewoodhouse

Top Replied-To in G3:
@borisjohnson
@westminsterwag
@piersmorgan
@matthancock
@peterjukes
@skynews
@matthewlesh
@tesco
@10downingstreet
@bbcnews

Top Replied-To in G4:
@bluesoulreggae
@whitehousesm

Top Replied-To in G5:
@borisjohnson
@rishisunak
@ozraeliavi
@nickcohen4
@dougledee
@thatginamiller
@piersmorgan
@ukcards
@northmantrader
@barbaragserra

Top Replied-To in G6:
@stevedouble
@borisjohnson
@theplace2stayuk

Top Replied-To in G7:
@lbc
@britannialtd
@atatimelikethis
@jcst_surgery
@linmagic
@mikegalsworthy
@westminsterwag
@matthewlesh
@paullewismoney
@scaryhighlander

Top Replied-To in G8:
@dhscgovuk
@nhsengland
@phe_uk
@cineworld
@nicolasturgeon
@jackiebmsp
@hussain_assif
@_axrem
@jacobnhaddad
@grumpycyclist72

Top Replied-To in G9:
@anatheniantoldn
@russincheshire

Top Replied-To in G10:
@technologywales
@hcw_welfare
@respectisvital
@corbynistateen
@jacjac66
@nwsnapper
@footynutty442
@hazelbarbour2
@s_martinlibdem
@kimberleyhomer

Top Mentioned
Top Mentioned in Entire Graph:
@metrouk
@borisjohnson
@bbcnews
@rishisunak
@skynews
@treasurymog
@raoulgmi
@scas999
@educationgovuk
@lbc

Top Mentioned in G1:
@fdcplin
@anomaly_hivis
@wafefc
@lucylyons

Top Mentioned in G2:
@marekgierlinski
@borisjohnson
@metrouk
@1scottishbanter

Top Mentioned in G3:
@borisjohnson
@bbcnews
@skynews
@treasurymog
@sainsburys
@piersmorgan
@matthancock
@who
@nhsuk
@10downingstreet

Top Mentioned in G4:
@borisjohnson
@metrouk
@unimpressdd
@mattsmythaudio
@themachineowl
@prospect_clark

Top Mentioned in G5:
@metrouk
@rishisunak
@borisjohnson
@mikecherryfsb
@fsb_policy
@the_tuc
@whoisjoshwilson
@telegraphnews
@stevebarclay
@britannialtd

Top Mentioned in G6:
@metrouk
@richardjcoker
@borisjohnson
@rishisunak
@piersmorgan
@sadiqkhan
@ldngrowthhub
@bizitalk
@firsttmaster
@sainsburys

Top Mentioned in G7:
@lbc
@kateforbesmsp
@nhsleeds
@borisjohnson
@wmpleeds
@leedsgp
@nhs_robw
@kirstyvturner
@johnwalsh88
@thea_stein

Top Mentioned in G8:
@educationgovuk
@nicolasturgeon
@phe_uk
@nhsengland
@scotgov
@govuk
@scotgovfm
@scotgovhealth
@jasonleitch

Top Mentioned in G9:
@kateforbesmsp
@borisjohnson

Top Mentioned in G10:
@jacjac66
@jambuc33
@royalfreenhs
@metpoliceuk
@bazinga_hippie
@baubo60
@alanspiceryt
@drlindadykes
@dremmahosking
@skyver3000

Top Tweeters