India covid, Twitter, 8/20/2021 9:47:51 PM, 260595


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India covid_2021-08-20_11-45-26.xlsx
India covid_2021-08-20_11-45-26.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 20, 2021
Short Description:
India covid via NodeXL https://bit.ly/3B3q6Iv
@narendramodi
@ani
@zydusuniverse
@mohfw_india
@cdsco_india_inf
@corona_ssyt
@covid19crusher
@drericding
@spectatorindex
@sidhant

Top hashtags:
#covid
#covid19
#keralamodelbyduggalrathee
#india
#indiafightscorona

Description:
Description
The graph represents a network of 16,346 Twitter users whose recent tweets contained "India covid", 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, 20 August 2021 at 20:15 UTC.

The tweets in the network were tweeted over the 1-day, 3-hour, 53-minute period from Thursday, 19 August 2021 at 14:51 UTC to Friday, 20 August 2021 at 18:45 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 : 16346
Unique Edges : 25607
Edges With Duplicates : 6030
Total Edges : 31637
Number of Edge Types : 5
Retweet : 13531
MentionsInRetweet : 8858
Replies to : 1687
Mentions : 4573
Tweet : 2988
Self-Loops : 3104
Reciprocated Vertex Pair Ratio : 0.00524769923634228
Reciprocated Edge Ratio : 0.0104406092952589
Connected Components : 2020
Single-Vertex Connected Components : 1217
Maximum Vertices in a Connected Component : 11925
Maximum Edges in a Connected Component : 26181
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.81974
Graph Density : 9.60754728252084E-05
Modularity : 0.693421
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 16,346 Twitter users whose recent tweets contained "India covid", 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, 20 August 2021 at 20:15 UTC.

The tweets in the network were tweeted over the 1-day, 3-hour, 53-minute period from Thursday, 19 August 2021 at 14:51 UTC to Friday, 20 August 2021 at 18:45 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 : India covid
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2456] https://twitter.com/cdsco_india_inf/status/1428744428408115203
[470] https://www.livemint.com/news/india/india-crosses-50-crore-mark-in-cumulative-covid-19-tests-11629357627428.html
[348] https://punemirror.indiatimes.com/pune/cover-story/deenanath-docs-claim-jalneti-is-helping-them-steer-clear-of-covid-19/articleshow/76737827.cms
[308] https://twitter.com/CDSCO_INDIA_INF/status/1428744428408115203
[306] https://amp.miamiherald.com/news/coronavirus/article252921513.html?__twitter_impression=true
[286] https://pib.gov.in/PressReleseDetail.aspx?PRID=1747669
[224] https://www.zerohedge.com/covid-19/indias-ivermectin-blackout
[109] https://ndtv.in/india-news/maharashtra-19-fir-against-bjp-leaders-in-mumbai-over-jan-ashirvad-yatra-for-violating-covid-protocol-2514563
[95] https://www.vox.com/coronavirus-covid19/22628806/india-covid-19-cases-deaths-delta-variant
[93] https://trib.al/PmJ2zTB

Top URLs in Tweet in G1:
[2233] https://twitter.com/cdsco_india_inf/status/1428744428408115203
[253] https://pib.gov.in/PressReleseDetail.aspx?PRID=1747669
[242] https://twitter.com/CDSCO_INDIA_INF/status/1428744428408115203
[102] https://www.livemint.com/news/india/india-crosses-50-crore-mark-in-cumulative-covid-19-tests-11629357627428.html
[33] https://bharat.republicworld.com/india-news/general-news/union-min-anurag-thakur-slams-oppn-for-politicising-covid-management-centres-farm-laws
[31] https://odishaexpo.com/india-fares-better-than-asian-emerging-markets-peers/
[17] https://twitter.com/narendramodi/status/1428752082098483204
[16] https://www.timesnownews.com/india/article/the-up-model-of-tackling-coronavirus-how-indias-most-populous-state-fought-against-covid-19/801588
[7] https://www.mygov.in/covid-19
[6] https://www.hindustantimes.com/india-news/zydus-cadila-s-3-dose-needle-free-vaccine-gets-emergency-use-approval-in-india-reports-101629463495505.html

Top URLs in Tweet in G2:
[29] https://www.livemint.com/news/india/india-approves-zydus-cadila-s-needle-free-covid-vaccine-for-emergency-use-for-all-above-12-years-of-age-11629467937076.html
[18] https://twitter.com/cdsco_india_inf/status/1428744428408115203
[15] https://www.news18.com/news/india/covid-vaccine-tracker-jj-doses-expected-to-arrive-india-in-nov-dec-zydus-cadila-next-4082642.html
[10] https://www.lankaxpress.com/india-sends-oxygen-to-vitalize-sri-lankas-fight-against-covid-19/
[8] https://www.news18.com/news/india/british-envoy-ellis-lauds-yogi-govts-covid-handling-and-social-schemes-seeks-uk-up-partnership-4109087.html
[8] https://www.newindianexpress.com/nation/2021/aug/20/government-panel-recommends-emergency-use-authorisation-to-zydus-cadilas-3-dose-covid-vaccine-2347469.html
[8] https://www.newindianexpress.com/states/kerala/2021/aug/20/half-of-indias-87k-breakthrough-covid-cases-in-kerala-2347145.html
[7] https://pib.gov.in/PressReleseDetail.aspx?PRID=1747669
[5] https://www.news18.com/news/india/zydus-cadilas-covid-vaccine-zycov-d-approved-for-emergency-use-indias-sixth-vaccine-4109090.html
[5] https://www.news18.com/news/india/signs-of-ebbing-indias-7-day-average-of-covid-19-r-value-lowest-in-nearly-5-months-4101998.html

Top URLs in Tweet in G3:
[153] https://www.livemint.com/news/india/india-crosses-50-crore-mark-in-cumulative-covid-19-tests-11629357627428.html
[14] https://twitter.com/i/events/1369340000022654976
[14] https://www.ndtv.com/india-news/zydus-cadilas-3-dose-covid-19-vaccine-zycov-d-recommended-for-emergency-use-report-2515135
[13] https://www.livemint.com/news/india/indian-drug-regulator-panel-recommends-zydus-cadila-s-covid-19-vaccine-report-11629445971792.html
[11] https://www.zerohedge.com/covid-19/indias-ivermectin-blackout
[8] http://get.timesofindia.com?shortlink=toisupershare&pid=TOI_SuperApp_ShortURL_Sharing&c=TOI_SuperApp_ShortURL_Sharing
[7] https://www.vox.com/coronavirus-covid19/22628806/india-covid-19-cases-deaths-delta-variant
[7] https://www.bbc.com/news/world-asia-india-57774294
[6] https://hiindia.com/
[4] https://timesofindia.indiatimes.com/india/in-5-charts-good-and-bad-of-indias-covid-vaccination-drive/articleshow/85457391.cms

Top URLs in Tweet in G4:
[81] https://twitter.com/cdsco_india_inf/status/1428744428408115203
[52] https://twitter.com/CDSCO_INDIA_INF/status/1428744428408115203
[52] https://www.livemint.com/news/india/india-crosses-50-crore-mark-in-cumulative-covid-19-tests-11629357627428.html
[43] https://www.icmr.gov.in
[41] https://frontline.thehindu.com/covid-19/interview-dr-chandrakant-lahariya-india-covid-vaccination-drive-has-been-underwhelming/article35783631.ece
[35] https://www.mygov.in/covid-19
[20] https://pib.gov.in/PressReleasePage.aspx?PRID=1747482
[17] https://pib.gov.in/PressReleasePage.aspx?PRID=1747669
[14] https://www.hindustantimes.com/india-news/covid-vaccine-for-children-in-india-by-september-says-icmr-niv-director-101629284019229.html
[12] https://www.ndtv.com/education/opinion-what-parents-need-to-know-ko-to-facilitate-school-reopening-latest-news-today

Top URLs in Tweet in G5:
[67] https://www.vox.com/coronavirus-covid19/22628806/india-covid-19-cases-deaths-delta-variant
[19] http://toi.in/micron/redirect.html?str=Lr4jqY/a24gk
[15] https://www.thehindu.com/news/national/india-approves-first-vaccine-for-those-12-and-above/article36021251.ece?homepage=true
[14] https://twitter.com/cdsco_india_inf/status/1428744428408115203
[14] http://toi.in/micron/redirect.html?str=bzGiPY50/a24gk
[13] https://www.livemint.com/news/india/india-approves-zydus-cadila-s-needle-free-covid-vaccine-for-emergency-use-for-all-above-12-years-of-age-11629467937076.html
[13] https://www.financialexpress.com/lifestyle/health/coronavirus-live-updates-covid-lockdown-unlock-curfew-latest-news-vaccination-live-statewise-corona-numbers-today-third-wave-updates-cowin-covid-live-latest-news-today/2314187/
[12] https://www.hindustantimes.com/india-news/indias-biggest-oil-gas-reserve-sees-40-dip-in-production-officials-blame-covid-101629460804425.html
[12] https://www.amarujala.com/india-news/govt-panel-recommends-emergency-use-authorisation-to-zydus-cadilas-3-dose-covid-vaccine
[11] https://www.livemint.com/news/india/india-crosses-50-crore-mark-in-cumulative-covid-19-tests-11629357627428.html

Top URLs in Tweet in G6:
[300] https://amp.miamiherald.com/news/coronavirus/article252921513.html?__twitter_impression=true
[58] https://www.financialexpress.com/lifestyle/health/biological-e-to-make-up-to-100m-corbevax-vaccine-doses-a-month-seeks-nod-for-studies-on-children/2296274/
[22] https://gmnewshub.com/with-vaccine-trials-nearing-completion-prepare-plans-for-vaccination-drive-for-children/
[6] https://www.livemint.com/news/india/indian-drug-regulator-panel-recommends-zydus-cadila-s-covid-19-vaccine-report/amp-11629445971792.html?__twitter_impression=true
[6] https://www.washingtonpost.com/health/2021/08/19/mississippi-covid-worst-pandemic-students/
[5] https://www.texasmonthly.com/news-politics/covid-vaccine-corbevax-india/
[4] https://www.livemint.com/news/india/indian-drug-regulator-panel-recommends-zydus-cadila-s-covid-19-vaccine-report-11629445971792.html
[3] http://www.msn.com/en-us/news/world/india-approves-world-s-first-dna-covid-vaccine/ar-AANxOgD?ocid=ob-tw-enus-1541511688107
[2] http://www.msn.com/en-us/news/world/india-approves-emergency-use-of-2nd-locally-made-covid-19-shot/ar-AANxVLZ?ocid=ob-tw-enus-1541511688107
[1] https://www.zerohedge.com/covid-19/indias-ivermectin-blackout

Top URLs in Tweet in G7:
[36] https://ruralindiaonline.org/en/articles/in-osmanabad-dodging-and-ducking-the-virus/
[20] https://indianexpress.com/article/india/kerala-floods-on-foreign-aid-india-follows-policy-set-in-tsunami-aftermath-5318338/
[11] https://www.telegraphindia.com/india/coronavirus-outbreak-govts-ayurveda-cocktail-not-beneficial-against-covid-research/cid/1827119
[10] https://caravanmagazine.in/gender/covid-leading-rise-child-marriages-india
[6] https://www.hindustantimes.com/cities/patna-news/pandemic-has-deepened-inequality-in-education-nobel-laureate-101629389514124.html?utm_source=fb
[3] https://www.cnbctv18.com/healthcare/india-could-soon-overtake-us-to-become-country-with-highest-covid-19-cases-report-8958001.htm
[2] https://twitter.com/cdsco_india_inf/status/1428744428408115203
[2] https://www.ndtv.com/india-news/zydus-cadilas-3-dose-covid-19-vaccine-zycov-d-recommended-for-emergency-use-report-2515135
[2] https://www.livemint.com/news/india/india-crosses-50-crore-mark-in-cumulative-covid-19-tests-11629357627428.html
[2] https://theprint.in/india/jantar-mantar-anti-muslim-event-was-planned-for-2020-covid-delayed-it-hindu-army-chief/717844/

Top URLs in Tweet in G8:
[333] https://punemirror.indiatimes.com/pune/cover-story/deenanath-docs-claim-jalneti-is-helping-them-steer-clear-of-covid-19/articleshow/76737827.cms
[21] https://www.news18.com/news/india/at-17-uttar-pradesh-logs-lowest-ever-daily-covid-figure-active-caseload-drops-to-419-4093550.html
[2] https://www.business-standard.com/article/health/amid-concerns-over-effectiveness-govt-ramping-up-remdesivir-production-121051900818_1.html
[1] https://www.ndtv.com/india-news/covid-breakthrough-infections-87-000-covid-infections-in-india-after-2nd-dose-46-from-kerala-sources-2514040
[1] https://www.news18.com/amp/news/india/at-17-uttar-pradesh-logs-lowest-ever-daily-covid-figure-active-caseload-drops-to-419-4093550.html?__twitter_impression=true
[1] https://twitter.com/Covid19Crusher/status/1428402696176947215?s=20

Top URLs in Tweet in G9:
[32] https://twitter.com/cdsco_india_inf/status/1428744428408115203
[16] https://bharat.republicworld.com/india-news/general-news/union-min-anurag-thakur-slams-oppn-for-politicising-covid-management-centres-farm-laws
[7] https://bharat.republicworld.com/india-news/general-news/schools-in-up-may-be-closed-if-covid-situation-worsens-attendance-not-must-says-deputy-chief-minister-dinesh-sharma
[6] https://bharat.republicworld.com/india-news/covid-news/no-patient-died-of-covid-19-in-delhi-57-new-cases
[6] https://bharat.republicworld.com/india-news/covid-news/pregnant-women-dont-have-severe-symptoms-of-covid-vaccine-study
[5] https://www.republicworld.com/india-news/general-news/haryana-cm-declares-financial-aid-of-rs-2-lakh-to-the-needy-who-lost-kin-due-to-covid.html
[5] https://www.republicworld.com/india-news/general-news/union-min-anurag-thakur-slams-oppn-for-politicising-covid-management-centres-farm-laws.html
[5] https://www.republicworld.com/india-news/general-news/india-gets-1st-covid-vaccine-for-children-above-12-as-zydus-cadilas-zycov-d-gets-dcgi-nod.html
[5] https://www.republicworld.com/india-news/general-news/pm-modi-hails-approval-of-zycov-d-vaccine-as-momentous-feat-in-indias-covid-fight.html
[5] https://www.livemint.com/news/india/india-crosses-50-crore-mark-in-cumulative-covid-19-tests-11629357627428.html

Top URLs in Tweet in G10:
[23] https://www.ndtv.com/india-news/zydus-cadilas-3-dose-covid-19-vaccine-zycov-d-recommended-for-emergency-use-report-2515135
[14] https://www.ndtv.com/india-news/zydus-cadilas-3-dose-covid-19-vaccine-zycov-d-recommended-for-emergency-use-report-2515135#pfrom=home-ndtv_topscroll
[13] https://www.ndtv.com/india-news/covid-breakthrough-infections-87-000-covid-infections-in-india-after-2nd-dose-46-from-kerala-sources-2514040
[6] https://www.ndtv.com/india-news/genome-sequencing-panel-insacog-says-continuing-covid-outbreaks-due-to-delta-variant-2514849
[6] https://indianexpress.com/article/india/india-canada-travel-rtpcr-test-covid-19-7462772/
[5] https://www.ndtv.com/india-news/zydus-cadilas-zycov-d-covid-vaccine-for-children-top-five-things-2515244
[5] https://www.bhaskar.com/national/news/coronavirus-outbreak-india-cases-vaccination-live-updates-20-august-2021-maharashtra-pune-madhya-pradesh-indore-rajasthan-uttar-pradesh-haryana-punjab-bihar-novel-corona-covid-19-death-toll-india-128833666.html
[4] https://www.ndtv.com/delhi-news/zero-covid-19-deaths-in-delhi-on-friday-11th-time-since-2nd-wave-government-data-2514913
[3] https://sports.ndtv.com/cricket/krunal-pandya-poses-with-brother-hardik-says-elegance-never-goes-out-of-style-2514273
[3] https://www.bhaskar.com/national/news/johnson-covid-vaccine-trials-india-update-seeks-nod-for-trial-on-12-17-year-age-group-128833971.html

Top Domains
Top Domains in Tweet in Entire Graph:
[3069] twitter.com
[669] indiatimes.com
[640] livemint.com
[394] gov.in
[306] miamiherald.com
[226] zerohedge.com
[214] ndtv.com
[202] reuters.com
[177] india.com
[154] ndtv.in

Top Domains in Tweet in G1:
[2500] twitter.com
[255] gov.in
[121] livemint.com
[36] republicworld.com
[31] odishaexpo.com
[18] timesnownews.com
[9] indiatimes.com
[7] co.in
[7] hindustantimes.com
[7] mygov.in

Top Domains in Tweet in G2:
[54] news18.com
[33] livemint.com
[26] newindianexpress.com
[25] twitter.com
[10] lankaxpress.com
[10] gov.in
[6] aninews.in
[5] asianews.press
[4] organiser.org
[4] indiatimes.com

Top Domains in Tweet in G3:
[185] livemint.com
[76] indiatimes.com
[59] twitter.com
[37] india.com
[32] ndtv.com
[25] jobsvacancy.in
[22] realitynews.xyz
[20] youtube.com
[19] whilenews.com
[17] news18.com

Top Domains in Tweet in G4:
[158] twitter.com
[108] gov.in
[61] livemint.com
[48] thehindu.com
[35] mygov.in
[24] indiatvnews.com
[17] indiatimes.com
[16] hindustantimes.com
[15] ndtv.com
[11] careers360.com

Top Domains in Tweet in G5:
[108] toi.in
[76] vox.com
[73] indiatimes.com
[71] hindustantimes.com
[57] india.com
[40] livemint.com
[35] indiatoday.in
[24] financialexpress.com
[18] twitter.com
[18] thehindu.com

Top Domains in Tweet in G6:
[300] miamiherald.com
[58] financialexpress.com
[22] gmnewshub.com
[10] livemint.com
[6] washingtonpost.com
[5] texasmonthly.com
[5] msn.com
[1] zerohedge.com

Top Domains in Tweet in G7:
[36] ruralindiaonline.org
[20] indianexpress.com
[11] telegraphindia.com
[10] caravanmagazine.in
[6] hindustantimes.com
[5] livemint.com
[3] ndtv.com
[3] cnbctv18.com
[2] twitter.com
[2] theprint.in

Top Domains in Tweet in G8:
[333] indiatimes.com
[22] news18.com
[2] business-standard.com
[1] ndtv.com
[1] twitter.com

Top Domains in Tweet in G9:
[71] republicworld.com
[35] twitter.com
[5] livemint.com
[2] dailyhunt.in
[2] goo.gl
[1] gov.in
[1] indianexpress.com
[1] mygov.in
[1] indiatoday.in

Top Domains in Tweet in G10:
[73] ndtv.com
[8] bhaskar.com
[6] twitter.com
[6] indianexpress.com
[2] canada.ca
[2] co.in
[2] onmanorama.com
[1] zoom.us
[1] insauga.com
[1] opindia.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2092] covid
[1328] covid19
[892] keralamodelbyduggalrathee
[661] india
[484] indiafightscorona
[404] keralamodelfailed
[316] coronavirus
[298] duggalsahab
[195] keralamodel
[191] vaccine



Top Hashtags in Tweet in G1:
[283] covid19
[219] covid
[83] indiafightscorona
[33] zyduscadila
[22] india
[20] zycovd
[18] justin
[13] vaccine
[12] breaking
[12] bjpnewstrack

Top Hashtags in Tweet in G2:
[985] covid
[34] covid19
[16] india
[13] zyduscadila
[11] covidvaccine
[10] lka
[10] srilanka
[10] covid19sl
[9] zycovd
[7] vaccine

Top Hashtags in Tweet in G3:
[183] india
[157] covid
[154] covid19
[93] covid19indiahelp
[90] coronavirus
[43] vaccine
[39] news
[38] zyduscadila
[29] covidvaccine
[25] corona

Top Hashtags in Tweet in G4:
[371] covid19
[134] indiafightscorona
[101] unite2fightcorona
[94] covid
[91] staysafe
[54] covidappropriatebehaviour
[52] largestvaccinedrive
[47] coronavirusupdates
[45] vaccinated
[41] india

Top Hashtags in Tweet in G5:
[892] keralamodelbyduggalrathee
[403] keralamodelfailed
[298] duggalsahab
[193] keralamodel
[153] covid19
[107] covid
[62] coronavirus
[51] india
[41] zyduscadila
[36] vaccine

Top Hashtags in Tweet in G6:
[6] india
[6] vaccines
[6] npis
[6] masking
[5] worldhumanitarianday
[1] indiafightscorona

Top Hashtags in Tweet in G7:
[43] rememberingrajivgandhi
[37] covid
[36] covid19
[34] rss_bjp_se_loktantra_bachao
[2] vaccine
[2] indiafightscorona

Top Hashtags in Tweet in G8:
[1] covid

Top Hashtags in Tweet in G9:
[211] indiafightscorona
[9] covid19
[9] covid
[4] corona
[2] 3rdwave
[1] afghanistanwomen

Top Hashtags in Tweet in G10:
[46] sjaishankar
[46] unsc
[22] start_airbubble_flight_ind_ksa
[21] vaccine
[9] covid19
[8] coronavirus
[7] covid
[6] coronavirusupdates
[5] zyduscadila
[4] indiafightscorona

Top Words
Top Words in Tweet in Entire Graph:
[16885] india
[15550] covid
[11022] 19
[9844] vaccine
[6347] dna
[6052] world
[6005] zycov
[5663] first
[5047] based
[4468] approval

Top Words in Tweet in G1:
[6131] india
[4225] covid
[4099] vaccine
[3663] dna
[3659] 19
[3656] zycov
[3076] based
[3026] world
[2875] first
[2556] approval

Top Words in Tweet in G2:
[1629] india
[1331] vaccine
[1220] 19
[1185] 12
[1174] zydus
[1141] use
[1141] zycov
[1133] emergency
[1105] cadila
[1084] dcgi

Top Words in Tweet in G3:
[1316] covid
[1189] india
[871] 19
[441] vaccine
[294] क
[227] cases
[181] #india
[178] 50
[160] #covid
[159] 12

Top Words in Tweet in G4:
[1264] covid
[905] india
[712] 19
[508] vaccine
[499] mohfw_india
[411] #covid19
[310] pmoindia
[259] world
[244] vaccination
[238] cases

Top Words in Tweet in G5:
[905] covid
[892] #keralamodelbyduggalrathee
[687] india
[678] 19
[515] vaccine
[453] cases
[403] #keralamodelfailed
[333] india's
[327] more
[318] kerala

Top Words in Tweet in G6:
[750] covid
[742] 19
[600] kids
[401] india
[363] million
[305] 000
[305] deaths
[300] lost
[300] parents
[300] grandparents

Top Words in Tweet in G7:
[348] covid
[330] billion
[297] india
[238] year
[220] exports
[220] 322
[183] world
[170] india's
[135] vaccination
[129] prog'

Top Words in Tweet in G8:
[349] india
[345] covid
[334] nasal
[334] 19
[333] irrigation
[333] against
[333] hospital
[331] leads
[331] perfect
[331] score

Top Words in Tweet in G9:
[711] vaccine
[442] use
[398] covid
[347] india
[297] 19
[271] dna
[252] 12
[242] above
[234] emergency
[229] years

Top Words in Tweet in G10:
[269] covid
[233] india
[115] 19
[101] doses
[100] true
[99] total
[99] safe
[98] population
[93] drsjaishankar
[92] vaccine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9392] covid,19
[4983] dna,based
[4582] world,first
[3391] first,dna
[2566] zycov,vaccine
[2556] emergency,use
[2502] fighting,covid
[2493] india,fighting
[2493] full,vigour
[2492] 19,full

Top Word Pairs in Tweet in G1:
[3454] covid,19
[3071] dna,based
[2763] world,first
[2627] first,dna
[2257] india,scientists
[2246] vaccine,zydusuniverse
[2245] fighting,covid
[2245] 19,full
[2245] full,vigour
[2244] india,fighting

Top Word Pairs in Tweet in G2:
[1118] emergency,use
[1090] zydus,cadila
[1067] use,authorization
[1053] dna,based
[1048] world,first
[1020] cadila,receives
[1017] first,india
[1017] india,indigenously
[1017] indigenously,developed
[1017] developed,dna

Top Word Pairs in Tweet in G3:
[823] covid,19
[138] namo,app
[130] covid,vaccine
[112] 50,crore
[111] 19,india
[110] cumulative,covid
[110] 19,vaccine
[106] india,crosses
[104] crore,mark
[103] 19,tests

Top Word Pairs in Tweet in G4:
[652] covid,19
[179] dna,based
[144] world,first
[121] narendramodi,pmoindia
[111] cumulative,covid
[105] first,dna
[103] government,india
[101] mansukhmandviya,mohfw_india
[96] health,family
[96] family,welfare

Top Word Pairs in Tweet in G5:
[622] covid,19
[594] #keralamodelbyduggalrathee,#keralamodelbyduggalrathee
[329] 19,cases
[310] india's,covid
[299] more,50
[298] dhruv_rathee,sir
[298] sir,explain
[298] #keralamodelbyduggalrathee,#duggalsahab
[298] #duggalsahab,#keralamodelfailed
[298] #keralamodelfailed,kerala

Top Word Pairs in Tweet in G6:
[742] covid,19
[300] million,kids
[300] kids,lost
[300] lost,parents
[300] parents,grandparents
[300] grandparents,caregivers
[300] caregivers,covid
[300] 19,those
[300] those,nearly
[300] nearly,114

Top Word Pairs in Tweet in G7:
[220] exports,322
[220] 322,billion
[110] according,world
[110] world,bank
[110] bank,india's
[110] india's,merchandise
[110] merchandise,exports
[110] billion,2014
[110] 2014,fell
[110] fell,276

Top Word Pairs in Tweet in G8:
[333] nasal,irrigation
[333] against,covid
[333] covid,19
[331] irrigation,leads
[331] leads,perfect
[331] perfect,score
[331] score,against
[331] 19,infection
[331] infection,large
[331] large,india

Top Word Pairs in Tweet in G9:
[280] covid,19
[225] 12,years
[223] years,above
[220] emergency,use
[217] aged,12
[217] zydus,cadila's
[215] india,gets
[213] needle,free
[210] gets,one
[210] one,more

Top Word Pairs in Tweet in G10:
[112] covid,19
[50] 19,cases
[49] total,saudi
[49] saudi,population
[49] population,35
[49] 35,424
[49] 424,768
[49] 768,approx
[49] approx,total
[49] total,vaccine

Top Replied-To
Top Replied-To in Entire Graph:
@dhruv_rathee
@newsbox_india
@pmc_org
@agnishwarj
@pmoindia
@narendramodi
@aruljudie
@surajk60631760
@angry_staffer
@kbmishra

Top Replied-To in G1:
@kbmishra
@signatureglobal
@narendramodi
@im_tkarthik
@ajaychennai2
@ritik44123610
@tvmohandaspai
@sanjeevsanyal
@marl_boro_17
@thezaiduleaks

Top Replied-To in G2:
@bpdeepu_tnie
@aninewsup
@ani
@amankayamhai_
@aimenakhtar97
@lettingfocus
@dhartarastra
@kanchangupta
@harshmadhusudan
@mak08604507

Top Replied-To in G3:
@jennyjo94137529
@gorkrutika

Top Replied-To in G4:
@pmoindia
@bjp4india
@drsjaishankar
@narendramodi
@mohfw_india
@amitshah
@rajnathsingh
@indiaunnewyork
@eduminofindia
@mybmc

Top Replied-To in G5:
@dhruv_rathee
@dot_india
@me_locket
@mamataofficial
@narendramodi
@rahulkanwal
@raghuynt
@malini_aisola
@cnbctv18live
@bsindia

Top Replied-To in G6:
@drericding
@charlesbhallphd

Top Replied-To in G7:
@sonalivaid
@sachchu63927342
@deshbhakt_8765
@aditya_p_tiwari

Top Replied-To in G8:
@covid19crusher

Top Replied-To in G9:
@newsbox_india
@republic
@vipinchithravee
@urbandhoti
@annamalai_k
@deep81572976
@narayan61515855
@rajeshrules007

Top Replied-To in G10:
@rjworld2020
@istudentcanada
@marcomendicino
@incindia
@bhaiariyan
@ndtv
@kisanektamorcha
@samajwadiparty
@oye_student

Top Mentioned
Top Mentioned in Entire Graph:
@zydusuniverse
@mohfw_india
@narendramodi
@pmoindia
@cdsco_india_inf
@mansukhmandviya
@pib_india
@officeof_mm
@drsjaishankar
@mygovindia

Top Mentioned in G1:
@zydusuniverse
@cdsco_india_inf
@narendramodi
@pmoindia
@nsitharaman
@myogiadityanath
@cmohry
@signatureglobal
@thepradeep_a
@mlkhattar

Top Mentioned in G2:
@zydusuniverse
@cnnnews18
@indiainsl
@ani
@newindianxpress
@unitune6
@qazifarazahmad
@mohfw_india
@navbharattimes
@narendramodi

Top Mentioned in G3:
@timesthane
@worldnews24x7in
@youhalal
@newsliveghy
@kannadaprabha
@vatannivat1
@newstracklive
@magazinesalute

Top Mentioned in G4:
@mohfw_india
@pmoindia
@narendramodi
@mansukhmandviya
@zydusuniverse
@pib_india
@officeof_mm
@mygovindia
@asitkumarrmodi
@covidnewsbymib

Top Mentioned in G5:
@pamposhr
@makesyoucakes
@timesofindia
@zydusuniverse
@voxdotcom
@navbharattimes
@economictimes
@sachinsaini14
@mamataofficial
@sardesairajdeep

Top Mentioned in G6:
@texaschildrens
@biological_e
@bcm_tropmed
@peterhotez
@statnews
@vprasadmdmph

Top Mentioned in G7:
@parinetwork
@googlenews
@gabbystern
@who
@wsjopinion
@wilfredquadros
@shinehamesha
@_pallavighosh
@smritiirani
@marydenniz

Top Mentioned in G8:
@covid19crusher

Top Mentioned in G9:
@zydusuniverse
@newsbox_india
@cdsco_india_inf
@narendramodi
@mohfw_india
@universeboss397
@timepassdotcom

Top Mentioned in G10:
@drsjaishankar
@ksagaca
@indianembriyadh
@aljawazatksa
@ndtv
@meaindia
@sonusood
@dgcaindia
@moca_goi
@who

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@missb62
@jornalistavitor
@onlinelisting
@kayemenner
@rashidaldosari
@dichristine
@paoloigna1
@ecodaren
@republikaonline

Top Tweeters in G1:
@dichristine
@innovativehindu
@dhruvbhim
@monty_chadha
@250praveen
@n2r3ndr2
@rajendr76194898
@bhayalal
@hindustanse
@modifidbhaaarat

Top Tweeters in G2:
@parthpa07241800
@cnnnews18
@victoriousnamo
@navroopsingh_
@upma23
@pickooo
@vikas1689
@samarjeet_n
@newindianxpress
@samir_patil

Top Tweeters in G3:
@onlinelisting
@republikaonline
@portaldiarioar
@zyitegadgets
@ardannews
@crweworld
@ranaalikash
@rvp
@dev_discourse
@new_narrative

Top Tweeters in G4:
@railwayseva
@viralvideovlogs
@theofficialsbi
@mikedesai
@railminindia
@indiatvnews
@aajtak
@ashishtrpathi1
@outlookindia
@airnewsalerts

Top Tweeters in G5:
@kayemenner
@paoloigna1
@united
@mohitsmartlove
@cnbctv18live
@httweets
@indiatoday
@gmanews
@timesnow
@coronaupdatebot

Top Tweeters in G6:
@menabster
@cotey_mary
@cnbsnana
@carlyinnj
@rebellegrrl
@cathleenkucz
@arriadna
@aquarius1049
@cindycrum
@sunnyblondie

Top Tweeters in G7:
@alamgirizvi
@babun1515
@ranask35
@aniljothomas
@samyagdrsti
@sonaliranade
@golden_seagul
@kukk44
@sunjayjk
@kamarajdisciple

Top Tweeters in G8:
@madrynha2012
@pradzworld
@manu_k_tala
@cordeirorick
@vivianerecife
@josereldah
@possdoug
@dopaminergic13
@vishneswarr
@kamaref

Top Tweeters in G9:
@bhakthlokesh
@shakthigj
@republic
@umedmehta45
@alokjai65975914
@kgaurav1410
@smkamatchi
@dingdingpb
@jkgche
@ramnathjha7

Top Tweeters in G10:
@aljawazatksa
@ndtv
@news18india
@zakon_kz
@aircanada
@aksinhaster
@daaktardush
@ctvnews
@cbcnews
@jiteshsinght