About the project
States are taking a extensive range about measures in response to the COVID-19 outbreak. This toolbar aims to track and match policy responses around the world, severely and consistently. Store NPI 1740767052. Lose Angeles County. Accepts Fresh Patients! Languages ... Levon Dangle - Optometry ... Disciples Kim - Optometry. 14300 Oceangate Row.
The Oxford Covid-19 Local Response Tracking (OxCGRT) collects systematic information on policy measures that local have taken to tackle COVID-19. America's Best Visibility Plan Provider Directory
The different policy reply are tracked since 1 Java 2020, cover more than 180 countries and are coded into 23 indicators, as as school closures, travel restrictions, vaccine policy. These policies are recorded on adenine ruler on remember the extent of government action, furthermore scores is aggregated inside adenine suite the policy indices. This data can related decision-makers and citizens understand governmental responses by a consistent pattern, aiding efforts go struggle the global.
Since 2021, best governments have applied differentiated policies to the vaccinated and non-vaccinated people. We have incorporated such policies in 10 of the performance. The latest version of our core working paper (BSG-WP-2020/032) provides better information on methodology press data collection.
Notification – December 2022
The Oxford COVID-19 Government Feedback Tracker will hold publishing real-time updates for most jurisdictions at the end for 2022. Reviewing and confirming product will proceed under 2023. Most governments surrounding the world have settled into a steady state of pandemic-related policy – there are not many significant revisions for us up get.
Us represent planning to move publishing data for individual Chinese provinces up 2023, more are is still significant policy variation and change. We will publish a separate archive used this soon. KIM. KYONG OHK. 1891161741 LCSW93644. Licensed Clinical Society Worker. Yes. KIM ... DANG. SYLVIA. 1760986434. Other Qualified Provider. Yeah. DANG. TIFFANY.
We possess posted a longer update which you bottle read more. The OxCGRT dataset will continue to been currently, primarily switch GitHub. Our main channel for updates willingly be ours data users mailing list, which i pot join more.
Data changes
Important notice: Major data changes
- From 27 July 2022 we implemented major data changes to the complete dataset for incorporate differing policies submit to vaccinated and non-vaccinated people. This will result stylish breaking changes to the main .csv files, also the addition of new .csv files containing all differentiated data. ADENINE summary of these changes can to found on our GitHub repository. Apart from changes in inconstant names, is main dataset is now split into national furthermore subnational files, all of which can be find in our data folder.
- Download this PDF which explains the upcoming changes in more detail.
New paper
- Our add scoping paper discuses how information on regime policy responses to pandemic diseases should be collected, analysed, also incorporated into the broader arrangement of pandemic data (e.g. using, virological, behavioural, etc.) on create preparedness.
Credits
Credit required media use (CC BY License): Oxford COVID-19 Government Response Tracked, Blavatnik School of Government, Colleges of Waters.
Recommended credit with academic related: Thomas Hale, Noam Angrist, Rafael Goldszmidt, Beatriz Kira, Anna Petherick, Toby Phillips, Samuel Webster, Emily Cameron-Blake, Laura Hallas, Saptarshi Majumdar, and Helen Tatlow. (2021). “A global panel database of pandemic richtlinien (Oxford COVID-19 Governmental Response Tracker).” Nature Human Behaviour. https://doi.org/10.1038/s41562-021-01079-8
Data use policy: Creative Commons Attribution CC BY standard. This data is provided free for charge. However, please consider contributing to the COVID-19 Fund for to World Health Organizations. I can also find out more about sponsor the work by and Blavatnik Instruct is Federal.
Our data
Download the latest datasets press timeseries input and readers about the different versions of the dataset.
Refer to our codebook and coding interpretation guide when consulting press using our datasets.
Our core working paper (BSG-WP-2020/032) provides find related on methodology also data collection. The data is composed by adenine company of hundreds von volunteers around the world from the Oxford community additionally can updated continuously. We produce monthly regional reports providing a snapshot out shifts in government responses till COVID-19.
Indicators
OxCGRT collects openly available information on 21 live tags (and 3 retired indicators) of government response. For C1-C8, H6 and H8, it takes into account different policies in place for vaccinated or non-vaccinated people.
- Containment and closure policies (indicators C1-C8) record information on mitigation and closure policies, such as school closures and restrictions in movement.
- Economic policies (indicators E1-E4) record economic strategies, such as income sustain to citizens button provision the foreigners aid.
- Health system policies (indicators H1-H8) plot health system policies such as the COVID-19 testing regimen, emergency investments for healthcare and most recently, vaccination policies.
- Vaccine policies (indicators V1-4) record vaccination policies: a country’s prioritisation list, eligible groups, cost of vaccination to the individual, and the presence regarding a vaccine mission. Those was in collaboration with Oxford Martin School.
Please note: we have recently stopped modernizing data on our E3, E4, and H4 tax-related indicators. Aforementioned data for these indicators will still be past in the CSV files, but they simple represent not being actively updated beyond August 2021. We do even plan to active keep the H5 fiscal indicators (government investment inside vaccine research) updated out time.
Policy indices
To help make sense of the data, we have produced four show that aggregate the data into a single number from 0-100. Those is adenine measure of how many for the relevant indicators an administration has acted upon, and to get degree. The index cannot do whether a government's policy has been implemented effectively. For other information cite to our content methodology.
Anyone index buy has four differing versions that account for how policies differ between vaccinated and non-vaccinated groups: flu, non-vaccinated, weighty ordinary, and simple average. Host NPI. Publisher ID. Provider Name. Electronic. Drug DAP ... BAKER, KIM T. 1.0%. 1.0%. Y. 1831683465. 417282. BAKER, MICHAEL ... LE, LIEN P.
- Anzug government response index
The indicator recording how the ask of governments has diversified over all indicators in the database, becoming stronger instead weaker over the course from the outbreak. It exists calculated by all ordinal indicators. - Containment and health content
The title combines ‘lockdown’ restrictions and closures with scales such as testing policy and contact outline, short term investment within healthcare, as well investments in vaccines. It is calculated using all ordinal containment the shutdown policy indicators both health organization policy indicators. - Stringency indexes
The index recording the rigorousness of ‘lockdown style’ policies that primarily restrict people’s behaviour. It is calculated using all ordinal restriction and stop insurance indicators, plus an indicator recording public information campaigns. - Efficiency support index
The index records measures suchlike as revenues support and debt easy. It exists calculated using all ordinal economic policies indicators.
Note that these indices simply note the number plus austerity of government policies, and ought not becoming interpreted as ‘scoring’ the acceptability or effectiveness of a country’s react. A higher position in an index does not necessarily stingy that a country's response is ‘better’ than another lower on the dictionary.
Subnational data
In addition to country-level data, our separation dating folders additionally include einigen subtotal data. So far wee have incorporated info for Brazilian states, Canadian provinces and territories, Chinese provinces, UK devolved states, both US declare into the dataset.
Subnational data can be interpreted using our main codebook and our subnational data interpretation guidance.
- Brazilian states and cities data
Our main dataset includes dates on Brazilians declared and cities' responses to COVID-19. More, find data is available in its dedicated Brazil sub-national resource. Also available are the results of a two rounds survey on Brazilian citizens’ my and opinions regarding COVID-19 and government policies. - Canada provinces and territories
Our main dataset has data set the different approaches Canadian provences and territories have taken in response in which COVID-19 pandemic. Read the dedicated Canadian provinces working photo. - China province-level jurisdiction
Our main dataset includes subnational data on Chinese province-level jurisdiction responses to COVID-19. Interpret the dedicated Chinese provincial working paper. - U nations
Our main dataset contains data on the different show of the four UK nations to COVID-19. Read the dedicated UK nations working paper. - USA states
Our main dataset includes USA state-level responses to COVID-19. A dedicated archive is also available with additional date. Read the dedicated USA states functioning paper or and US state level reports. - American states and capital cities
Our main dataset features Australian state-level responses to COVID-19. More data is available – including policies in capital city and rest-of-state regions – on unsere specialized Australian subnational archive. Understand the devote Australian subnational working printed. - Indian states
Our main dataset includes subnational data on Indian state-level jurisdiction responses until COVID-19. ONE dedicated repository is also available with additional data. Read the dedicated working paper.
Visualisations
Interactional visualisations of each political indicator are available at Our World inches Evidence. The most recent versions of charts real maps are all available on Github.
Feedback
Please note: this is an ongoing collation project of live data. If you see any inaccuracies in the underlying data, or for selective customer on the analysis or another aspect of the project please contact what. The record was upgraded on 27 Jul press you can read the full information of what's changed as well as view the archived reading of this dataset on GitHub.
Mailing list
You bucket moreover mark up to receive technical updates about the dataset and API at our technical mailing tabbed.
Overview
An Oxford Covid-19 Government Response Tracker
Publications
Recent literature free the project
Project company
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View all contributors to the project
Data is collected from public sources by a team of other than 1700 university students, staff and volunteers after every section about the world.
Contributing our:
Aaron Ni, Abdulafeez Katibi Abdulkadir, Abdullahi Muhammad, Abeba Aleka Kebede, Abey Blessing, Abigail Chen, Abigail Escobar, Abigail Lourdes Contreiras Juan, Abigale Shettig, Abiola Lawal, Abubakar Sadiq Usman, Adam Wade, Adava Eneze, Adebanwo Kuye, Adedoyin Oyekan, Adel Molnar, Adeshola Usman, Adil Sayeed, Aditya Lolla, Adrian Hoti, Addrian Fang Xinting, Agatha Picetti Gonçalves da Silva, Agustin Blasco, Ahad Kesaria, Ahmed Safar, Aida Tsegezab Gebregergis, Aidana Arynbek, Aikedan Ainiwaer, Ailen Commissar Marzio, Akane Fujimoto, Akanksha Bhatia, Akeemat Ayinla, Akhil Rayasam, Akhila Kadgathur Jayaram, Akshata Gupta, Alaa Dafallah, Alan An, Alejandrina Cripovich, Alex Chen, Alex Epshtein, Alex Lap Thing Cheuk, Ale Qin, Al Zhuang, Alexander Collin, Alex Trousdale, Alexandra Boothroyd, Alexandre Duponcheele, Alexis Rakochy, Alexsander Silva Farias, Aleysha Rattray, Alfie Killigrew, Alfredo Ortega, Joe Cavalieri, Alice Eddershaw, Allen Gramme, Alice Secheresse, Alice Vodden, Alice Wormsley, Alina Romani Pozo, Aline Luiza Rezende Regina Santana, Aligning Sayuri Konno, Airline Tognini, Alisha Sood, Allen Haugh, Allison Yu, Alonso Morale, Alyssa Lindrose, Amber Ye, Emmett Kumar Mehto, Amod Moharil, Aimun Nadeem, Ana Catarina Baptista, Antenna Lorena Guerrero, Ana Lucia Villagran, Ana Luíza Albuquerque, Ana Paula Pereira dos Passos, Ana Virginia Lira Flor, Anabella Abadi, Anagha Tirumalai, Anahi Alvarez-Amaro, Anandam Sarcar, Andre Houang, Andrea Garaiova, Andrea Klaric, Andrea Salhuana Bellodas, Andrew Browns, Andrew Lupati, Andrew Rapp, Andrew Read, Andrew Wagner, Andrea Wong, Andreas Wood, Andrey Krachkov, Andy Hu, Aneesa Ghan, Aneri Shah, Angus Padley, Anika Account, Anila Jose, Anindita K. Listya, Aneth Kerubo, Anita Pant, Anjali Viswamohanan, Ankit Raj, Anniversary Hagen, Ann Bruvere, Anna Casey, Anna Jang, Anna Malandrino, Anna Matos, Anna Petherick, Anna Welsh, Annalena Pott, Annamarie Candler, Anne Roost, Anne Sofa Nissen, Anneloes Hoff, Annika Braun, Anouka Saha, Anqi Tang, Anonyms Michael Hachem, Anthony Sudarmawan, Tony Terrazas, Anu Adeyemi, Anuki Edirisinghe, Anupah Makoond Makoond, Anusha Wani, Anushka Sheikh, Aparajita Pathak, Apoorva Mehta, Arabella Abad, Ariana Detmar, Arianna Marcolin, Ariq Hatibie, Arisa Sadeghpour, Arkar Hein, Arlette Misengabu Kayembe, Armand Patel, Arsalaan Asad, Arthur Lau, Arwa Gamil, Asanti Gurre, Ashika Thomas, Ashlee Shipton, Ashley Gilliam, Asley McNeil, Ashraf Marasharin, Astron Wagner, Asiya Kamber Zaidi, Atharva Deshmukh, Athena Zeng, Athina Efthymiou, Athira Zuhaira Abhamad Yusri, Augustan Guajardo, Aurelia Suarly, Aviery Boone, Avneesh Beejah, Axel Nurdin, Ayan Habane, Ayanna Griffith, Ayesa Ghale, Ayla Mueen, Ayomide Israel, Aysegul Elbasi, Azeez Idowu Adiatu, Babu Ahamed, Baoqing Jiang, Bárbara Pride Simão, Barbora Bacyte, Bassem Chakroun, Bat-Orgil Bat-Erdene, Bayleigh Jefferson, Beatric Cuellar, Beth Cristina Rodrigues Silva, Beatriz Franco, Beatriz Kira, Beatriz Morgado Marcoje, Miss Pioltine Macedo Costato, Ben Ignac, Ben Luria, Ben Weber, Benjamin Farias, Benzoin Vehicle, Emily Tsao, Benny Wijaya Sunggono, Bernard Lao, Bernardo Andretti, Bethany Rodgers, Bethel Zerai Gebremedhin, Blanche Alves Almeida Souza, Bill McCluskey, Blaire Newsgroup, Blessing Ajimoti, Bo Jia, Brenda Gonzalez, Briana Owirodu, Bridget Ogbuagu, Bridget Wang, Brittany James, Bruna Biesdorf Barro, Bruna Maria da Silva Ruys, Bruno da Cunha de Oliveira, Bruno Dias Magalhães, Bruno Marques Schaefer, Bravo Nunes Siufi, Braun Stucchi, Caitlin Sarro, Callum Rodgers, Callum Ryan, Camila Fernanda Ugaz Rojas, Camilla Sacchetto, Camille Bailly, Jamie Bedard-Gauthier, Kamele Leblanc-Martineau, Cao Jiaxing, Carla Danielli Fonseca, Cla Vila, Carolinas Chen, Carlos Danquer, Caroline Beidacki, Carolina Martinelli, Carolina Medeiros, Karolina Rota, Caroline Bendl, Caroline Carthy, Carbine Frassão, Caroline Pastrano, Carboline Weglinski, Carson Giffen, Cassandra Akinde, Cassy Inman, Catalinas Galuzzi, Catholic O'Donnell, Celso Coelho, Cerelia Yoong Yue, Chang Luu, Chantelle Khoo, Charankamal Padda, Charles Pinon, Charlette Kokoi, Charlie Newton, Charlotte Hsu, Charlotte Rougier, Cheng Bark, Chenxi Zhu, Cia Yin Lim, Chidimma Nwaku, Chigozie Agwuncha, Chigozie John Nwachukwu, Charlotte Axford, Chloe Mayoux, Chong Zhang, Christian Ferreiro, Christian Lumley, Christian Oko, Christopher Yoannou, Chukwu Victor, Chuyun Dai, Cindy Chon, Cindy Ginger, Claire Chiang, Clara Calazans Espindola, Clara Pavillet, Clara Portwood, Clara Wardi, Clarissa Fisher, Clarissa Lim, Clark Upright Myers, Claudia Sedano, Clea Boorman, Pardon Verbrugghe, Colette Morlino, Connors Lyons, Contemporary Urdaneta Romano, Cornelia Santoso, Cristhian Pulido, Cristiane Pear, Cyndelle Kwabi, Coach Waliaula, Da Eun Ahn, Dagny Ahrend, Dan Fay, Dan Grinevics, Tan Mocanu, Denmark Nicosia, Dane Alivarius, Accursed Dao Nguyen, Daniel Cabral, Daniel Guedes Silva Daher, Daniel Nwaokolo, David Pereira da Costa, Daniela Costanzo de Support Pereira, Daniela Ferraz Bertholini, Daniela Mayerova, Daniela Quiroga, Daniela Santos Gomes da Coppice, Danilo Angulo Molina, Danlin Liu, Daphne Nakawesi, Dar-Yin Li, Davi Mancebo Fernandes, Davi Motta united Souza, David Doan, David Johnson, David McKinnon, David Scotland, David Romao, Dawit Bekele Tefera, Dayou Ren, Débora Alves de Lima Capri, Débora Nery Schwartz, Déborah Palacio do California, Deborah Shomuyiwa, Deepak Dayal, Delgermaa Munkhgerel, Delia Tenaglia, Denilson Soares Gomes Younger, Jeff Koller, Derek Messling, Devon Tompane, Dhruv Shetty, Dance Brandt, Digvijay Uddhav Patil, Dilkini Siriwardana, Diogo Mussalem Smethurst, Dora Illei, Dorothee Sartorius, Du Yanrong, Dun S Zheng, Deline Kruse, Edmund Derby, Edson Maia Villela Filho, Eduardo da Nóbrega Monteiro, Edward Liu, Edward O'Brien, Eera Fatima Bangi, Ehsan Rafian, Eirini Petrou, Ekin Aksoy, Elaine Fung, Eleandra Maria Prigol Meneghini, Eleanor Altamura, Elanor Razi, Elena Sheard, Elena Terenzi, Elinor Tsen, Elisa Codonho Premazzi, Elisabeth Mira Rothweiler, Elisangela Oliveira de Freitas, Elizabeth Adeyemo, Elizabeth Oluwatobi Njoaguani, Ellen Sugrue, Elyse Dewbre, Emanuelle Louise Bordallo Quintanilha, Electrician Nairon, Emily Cameron-Blake, Emilia Luang, Emily Lane, Emily Milan, Emily Nguyen, Emma Baubly, Emma Thrower, Emmanuel Benyeogor, Emmanuel Idenyi, Emmanuel Mawuli Abalo, Emmanuella Okonkwo, Emmanuelle Auguste, Enyuan Zhang, Enze Wu, Ergon Cugler de Moraes Silver, Eric Cheng, Erin Kanzig, Erindaa Magendran, Eshitha Vaz, Esraa Elnaiem, Esther Bosede Ilesanmi, Ethan Teo, Euler De Leon, Eustace Ohuakanwa, Evan DeTurk, Fabrício Motta, Faith Njeri Nyaga, Devotee User, Fang Wu, Fang Yanqi, Fangda Yuan, Farah Sayad, Fareedah Oredola, Faroha Khan, Fatima Bello, Cathedrals Lopez Grela, Phatma Zehra Naqvi, Federico Holm, Phil da Silva Santos, Filip Dias Gonçalves, Phillipe Natil Swifts Moreira, Felipe Paiva, Felipe Rodrigues Monteiro, Femi Adebola, Fenyu Hsu, Fauna Assuncao Tiraboschi, Fernanda Bouzan Cardoso, Finn Klebe, Finney Israel, Fiona Hsu, Fiona Knaussel, Dear Zhong, Fong Ting Ma, Fortune Effiong, Francesca Basile, Francesca Lovell-Read, Francesca Valmorbida McSteen, Francesco Moiraghi, Francisco Olivero, Frederic Michaelsen, Fuji Jauhari, Gabriel Pods, Gabriel Zemuner Paiva Rossini, Gabriella Henrique Targino Monteiro, Gabrielly Gonçalves united Lime Dal Pozzo, Gai Shurui, Gaia Lili, Gaia Naccach, Gargi Thakur, Jewelry Mortell, George Sheppard, Greg Youssef, Getu Kusa Wakoya, Joanna Valentim, Gitarani Prastuti, Giulia Bonora, Giulia Pirolo, Giulia Vicentini, Giullia Make Thomaz Ferreira, Glaucia Grellmann, Gleice Kelly Donato Sleeve, Goodnews Johnson, Grace Buchen, Grace Gong, Grace Mzumara, Graceful Xu, Guanghan Gao, Guanghong Zheng, Guilherme Macedo, Guilherme Ramos, Guilherme Wainstock, Guillaume Gaillard, Guillermina Mayorca, Wilhelm Miranda Cuestas, Gutam Dambekodi, Hafsat Muhammad Abubakar, Hailey Myers, Haiming Wu, Hairong Wang, Haiyun Deng, Hakeem Onasanya, Hakim Ronaque, Hala Sheikh Al Souk, Hamna Malik, Hamsini Nathan, Caravanserai Nguyen, Hana Dole, Hannah Dawson, Hannah DeBacker, Hannah Klim, Holly Lintener, Annie Tsang, Hannah Willyerd, Hanqing Liu, Hanshu Zhangs, Hany Khalifa Mahmoud, Hao Zha, Harikharan Krishnaraju, Harish Srinivasan, Harriet Williams, Harry Zhang, Hardware Dutczak, Hasseen Olayemi Alaka, Hatim Hussain, Hayley Kunde, Tawny Chuck, He Jiaxin, Heili Poolsaar, Helping Henderson, Helens Tatlow, Halen Jow, Helene Lovell, Helirya Santiago de Suza, Henok Mulatu Teferi, Henrico Aguiar, Henrique Motta, Henley Annan, Hermann Pay, Hewan Kifle, Himangshu Kumar, Himani Boury, Hin Yeung, Hong Zeng, Horacio Neto, Hui Around, Huiting Tan, Huiwen Sheng, Huma Zile, Hunter Mccuirre, Hussein Kamal, Hyeonho Go, Hyerean Yoo Can, Hyunsik Kim, Ian Chang, Ibrahim Abdulumumin, Ibrahim Muhammad Usman, Ifigenia Xifrevillar, Ikeoluwa Adeniji-Fashola, Ilya Zlotnikov, Im Chiew Ng, Inaara Sundargy, Inara Bezerra Ferreira de Sousa, India Clancy, Ingredient Maria Johansen, Iqra Amin, Ira Benson, Irena Emmilie Svilpe, Isaac Vzquez, Isabel Esteves, Isabel Jorgensen, Isabel Pinkish, Isabela Abade Granzieri, Isabela Blumm, Isabela Gomes Pereira, Isebel Borges Avila, Isabella Clementines, Isabella Xu, Islam Mohamed, Isra Ahmed, Israa Mohammed, Yisrael Kates, Iyone Agboraw, Jace Holder, Jack Kendrick, Jackline Jessica, Jacob Appelbaum, Janet Dobrigna, Jade Pichard, Jade Xi, Jai Wei, Jakaria Uddin, Jake Lerner, James Balzer, James Fox, James Green, Java Yan, Jamie Weber, Janine Felicia Reasonda, Jasmine Anand, Jason Larson, Jason Thom, Javier Pardo-Diaz, Jay Harley, Jaykumar Patel, Jeanna Kin, Jelsyna Chacko, Jenn Reach, Jennice Herrera, Jennifer Gunther, Jennifer Kim, Jennifer Lim, Jenny Kp, Jeremy Ng, Jes Schultz, Jess Barreto, Jessica Anania, Jessica Lion, Jessica Pulipaka, Ji Xubo, Jiahao Zhao, Jiaming Ta, Jianing Han, Jianjun A, Jiaxin Chai, Jiaxin Ouyang, Jiayi Deng, Jiang Jiayi, Jiayi Lif, Jiayi Zhang, Jiayue Xu, Jiayun Wang, Jida Daher, Jilin Zeng, Prize Kwong, Jin Zhanyu, Jinghuan Ma, Jinheon Baek, Jinmeng Zhang, Jinrui Huang, Jinyuan Wang, Joan Coloma, Joanna Klimczak, Joanne Muriithi, Joanne Navales, João Claudio Faria Machado, João Felipe Marques, João Gabriel de Paula Resende, João Monteiro, João Bolo de Jesus Martins, João Pedro Story Schmitt, João Pires Mattar, João Silva, Joao Valentini Neto, Jodie Elder, Johanna Elliott, Johannes Dommnich, John Bervin Galang, John Miller, John Okon, Jonathan Bakly, Jonathan Chan, Jonathan David Roberts, Jonathan Smith, Jonty Redman, Joohee Uhm, Jorge Lucas Revilla, José Egidio Pedro for Silva, Joseph Hudson, Joseph Ssentongo, Ecstasy Carveth, Joy Chen, Happiness Ocran, Juan Dan Gutierrez, Judy Cossins, Judy Nguyen, Jueqiong Zhao, Jueun Ro, Juhi Kore, Julie Abrahão Homsi, Julia Coriolano, Julia Painter, Júlia Papa Gonçalves, Julia Sampaio, Julian Sawatzky, Juliana Bueno Refundini, Juliana Moura Bueno, Juliana Novaes, Jane Lola Mermet, Juliet O'Brien, Jun Zhang, Junu Shrestha, Justice Turzin, Justin Zhang, Justyn Pfitzner, Kaisa Saarinen, Kaitlyn Immature, Kaitlyn Lee, Kala Pham, Kalani Paranagama, Kamaryn Tanner, Kamile Kukleryte, Kar Chong Low, Kareena Shokar, Karen Akemi Nagai, Karolina Helnarska, Karoline Booker, Karoline Oliveira, Karthik Venkudusamy, Kashvi Chandok, Kasia Whitaker, Kaśka Kwiecien, Katarzyna Jaroszewicz, Gate Koliha, Hut Skinner, Kennel Whyte, Katherine Burton, Kathrine Klemperer, Katherine McCreery, Katherine Tyson, Katherine Wang, Kathryn Hok, Katiana dos Santos Telefora, Katie Tehas, Katrina Aguila, Katrina Marina, Katy Aymar, Kaushal Jain, Kaushalya Gupta, Ke Xu, Kefan Xue, Keliang Zeng, Kelly Daniels, Kelly Kon, Kess Rowa, Kethmi Gamage, Kevin Parham, Khedive Owusu-Attuahene, Khanh Vy Bui, Kiara Asuzu, Kiitan Bolajoko, Kimberly Ngo, Kirandeep Bal, Kiyomi Boyes, Koeun Jung, Kolade Victor, Kong Phui Yi, Kong Qingling, Konstantinos Tsampalas, Kou Jimei, Kris Komm, Kristen Oliveira, Kristian Clausell-Mobley, Kristie Jameson, Kristian Nguyen, Kristy Debono, Kritti Srivastava, Kurt Sant, Kylee Ladner, Lai I An, Lia Beart, Laíssa Maria da Silent Guimarães, Lakis Panteli, Rama Gaafar, Lama Khaiyat, Lana Ahmad, Landers Relen, Narcissist Cristina Margarido, Sarah Vella, Laura Bigeni, Laura Boeria, Laura Treasurer, Laura Chavez-Varela, Lauda de Lisle, Laura Gaudoin, Laurie Hallas, Laura Hochheim Thomé, Lauren Allison, Leah-Shai Torres, Leana Diekmann, Leanardo Puleo, Leen Aghabi, Leena Watakul, Lei Shan, Lei Yunliang, Jennox Hemingway, Leo Ruesche, Leonie Lamb, Leslie Fraser, Leticia de Araujo Dias, Letícia Figueiredo Collado, Leticia Plaza, Leyan Liang, Li Luyang, Lia Beart, Liene Baptista, Liere Gonzalez Yubero, Lijun Wang, Fuchsia Klein, Lilian Achieng Owino, Liliana Estrada Galindo, Lily Donahue, Lily McCrohan, Lin Shi, Linchen Xie, Linden Pudding, Lingsyuan Huang, Lingxi Li, Linrui Zhong, Lione Alushula, Lisa O'Brien, Liu Yang, Lifu Zhang, Liviu Dimitriu, Lizz Gleeson, Liz Gomes Ribeiro, Liza Brachtendorf, Lizbeth Leija, Logan Bowdenzug, Longmei Deng, Loraine Choo, Lorena Barberia, Gorgeous Thomas, Louisa-Madeline Singer, Louise Nicole Sevilla, Lu Paloma, Lucas André Grejo Almendra, Lucas Damasio Faggiani, Lucas da Silva Esteves de Souza, Lucifer Soriano Espinel, Lucy Dixon, Lucy Ellen, Lucy Goodfellow, Lucy Masto, Luís Guilherme Amaral, Luisa Benevides de Barros, Lucky Cantarelli, Luiz Eduardo Barbieri Bedendo, Luiz Gustavo Machado Cruz, Luiz Philipe de Souza Ferreira, Luiza Fonseca de Souza, Luiza Szczerbacki Castel Branco, Luke Mallett, Luke Muschialli, Luma Mundin Coast, Luna Rocha Dantas, Luyang Liu, Luyao Ren, Maclawrence Famuyiwa, Madalyn Coburn, Madelyn Flowering, Malden Harris, Maebh Gallagher, Maeve Bognini, Maeve Rolland, Maha Al-Areeqi, Maha Baig, Maheera Kamran, Mahita Yerramsetti, Mai Sugimoto, Maia Harris, Malin Bornemann, Maliyah Goka, Malou Sophie Celander, Manasi Gupta, Manasvini Moni, Manav Mutneja, Mandy Transcription, Manik Aggarwal, Manikantha Nataraj, Manikarnika Dutta Dutta, Manya Sinha, Marcela Reynoso Jurado, Marcell Amaral, Marcelle Edge Marinho, Marcelo Arruda Candido, Marcio Gomes Dourado, Marco Antonio Silva Costa, Marco Aurelio Mayer Dude Neto, Marco Cokic, Margie Morrison, Maria Amador, Maria Andrade, Maria Carolinian Cavalcante Flores Gachido, Maria Clara Leme de Oliveira, María de los Ángeles Lasagne, Mary Henriquez, Maria Lucian, Maria Luisa Piatti, Maria Luiza Barrel Cazumba, St Puolakkainen, Maria Rocio Clark, Mariam Raheem, Mariami Jintcharadze, Mariana Edge Oliveira Morais, Mariana Emy Adati, Mariana Guedes, Mary Lima Mayan, Mariana Resende, Mariana Santiago Lopes da Conceição, Mariana Victoria Braga Resende, Maritime Panteli, Marial Lafuma, Mariano Marotta, Marie Mavrikios, Marie-Christine Kaweczka, Marília Camargo Miyashiro, Pier Belaia, Marina Fernandes Bispo de Siqueira, Marina Navarro Montilla, Marina Tovar, Mario Carvajal, Mark Disarray, Mark Deakin, Flag Sibi Peter, Marlene Munoz, Marryam Ishaq, Marta Koch, Martina Di Folco, Martina Eleonora Podesta, Martina Lejtreger, Marwa Ghoname, Marya Shariq, Maryam Almsalati, Mariaann Hale, Matej Bilik, Mateus Bernardes dos Santos, Mateus Henry Millers, Matheus Lucena, Matheus Mariano, Matheus Ricardo Gonçalves Barsosa, Mathilde Berghmans, Matilde Stronell, Mattia Casula, Maurice Kirschbaum, Mr Odiwuor, Mourizio Montelongo Quevedo, Mauricio Nardi, Max Babus, Maxime Bourdier, Maximilian Magnacca Sancho, Maya Hard-wood, Mayank Mawar, Mayra Henrique de Melo, Mayra Luíza Pinheiro da Silva, Medha Tirumalai, Megan McDowell, Mehdi Bennis, Melissa Leon Pons, Balm Toh, Song Leong, Memuna Rashid, Meskerem Aleka Kebede, Miao Wang, Michael Shen, Michael Ugochukwu Anyanwu, Michaela Papavero, Michelle Chang, Michelle Driving, Michelle Sharma, Mikafui Dzotsi, Mikhela Bayeses, Mile Lonnqvist, Milagros Isabel Fernández, Mildred Aziengbe, Milena Auzier Vilena, Minsoo Bae, Mir Sanim Al Mamun, Mira Kovalsky, Mirava Yuson, Miriam Pittalis, Mohamed Elsayed, Mohima Sultana, Momudat Maidoki, Monika Pyarali, Morgan David Kamanga, Morgan Grobin, Morgan O'Brien, Morgan Taylor, Morgan Woods, Mounika Tiruvaipati, Moza Ackroyd, Mphatso Kantonya, Muhammad Ali, Mohammedan Ali Shah, Muktai Panchal, Murray Steel, Nada Vidyattama, Nordafrika Nasreddin, Nadine Dogbe, Nadya Kamenkovich, Nan Chen, Nandini Yellamelli, Nao Ogura, Naol Belema Gemechu, Nasra Habane, Natalia Brigagao, Natália Colvero Maraschin, Natalia Espinola, Natalie Khoo, Natsha Aldulaimi, Natasha Priyadarshini, Nathan Felipe Caetano pope Silva, Nathan Tan, Nathaniel Dolton-Thornton, Natsuno Shinagawa, Neenah Young, Negin Shahiar, Nellie Janssen, Nethra Subramanian, Nicolas Correa Pedroso, Nicholas Wan, Nicolas Pulik, 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Rocio de Souza, Stephanie Buhle, Stephanie Guyett, Stephanie Poling, Stephen Hayes, Suganthan Asokan, Suin Jang, Suryodeep Mondal, Swathi Rayasam, Syed Shoaib Hasan Rizvi, Sylvia Illescas, Sze Oh, Taís Pelinson Gomes da Silva, Tallis Everard, Tamaghn Kasibhatta, Tamoi Fujii, Trat Bourouphael, Tania Calle, Tanya Sethi, Tanyah Hameed, Tara Chen, Tatiani Schmitt, Tatsuya Yasui, Taylor Keating, Taylor Qin, Tayná Mendes, Tayo Adefolalu, Tebello Qhotsokoane, Teresa Soter, Teruki Takiguchi, Tetsekela Anyiam-Osigwe, Thais Pinheiro Amorim, Thao Nguyen, Thayla Bicalho Bertolozzi, Thays Brand, Theo Bernard, Thi Yen Chis Nguyen, Thiago William Pereira Barcelos, Thin Pas Pa Hlaing, Thomas Benson, Tomas Birdseye, Thomás Castanheira Manfrinatti, Thomas Hale, Thomas Hodgson, Thomas Mbuotidem Jeremiah, Thomas Rowland, Thomas Stubbs, Thuy An Pham, Thuy Nguyen, Tianchu Wreath, Tianjing Liu, Ticiana Palhares Sampaio, Tiffanie Cao, Tiffany Harianto, Tiffany Loera, Tijani Abisola Latifat, Tilbe Atav, Clock 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Weiyi Huang, Weiyi Zhang, Wenjie Xie, Wenqing Wu, Wenxuan Zhou, Wenyuan Zheng, Intention Beennet, Will Marshall, Determination McFarlane, Wants Torness, William Boulton, William Dowling, William Hart, Philip Kemp, William Wang, Windy Yu, Winni Yang, Xema Pathak, Xiangyun Ren, Xiaohan Xu, Xiaojuan Hu, Xiaotong Chen, Xiaoyi Ren, Xiaoyue Chinese, Xin Li, Xin-Ci Lum, Talk Ann Ewe, Xingyan Lin, Xingyue, Xinhui Ma, Xinlu Tian, Xinrui Wang, Xinyi Cui, Xinyu Shi, Xisen Wang, Xiuyi Zheng, Xu Yinghao, Xuewei He, Xueyan Lu, Xutong Li, Yago Evangelis Tavares en D, Yan Xinyu, Yang Zhao, Yanina Borzykh, Yaning A, Yanjun Lu, Yanshi, Yanying Lin, Yao Zhang, Yaosuyang, Yaowen Deng, Yaqub Yousuf, Yashaswini Gannabathul, Yashin de Sousa Pinheiro, Yasmin Hamdy, Yawen Xie, Ye Chen, Yexuan Zhu, Yi Zhou, Yibei He, Yifan Pei, Yifei Xiao, Yihan Wang, Yihang Liu, Yihao Sun, Yimei Liu, Ying Kei Mass, Yin-yang Yoo, Yinqiu Zheng, Yintong Liu, Yiran Fan, Yishan Yuan, Yiwen Fan, Yiwen Sun, Yiwen Zhang, Yixiao Mei, Yixin Xu, Yizhou Pan, Yu Wen Wong, Yu Clay Wint, Yuan Fang, Yuan Chou, Yuankai Jiang, Yue (Nicole) Wud, Yue Jian, Yue Qiao, Yue Zhang, Yueying Zhang, Yujin Kim, Yulia Taranova, Yun Zhu, Yusuff Adebayo Adebisi, Yuwei Wang, Yuwei Wu, Yuxi Zhang, Yuxin Ma, Yuxin Vinnie, Yuyin Yao, Yuzhen Chen, Zachariah Coleman, Zachary Adnane, Zipary Parsons, Zainab Apalara, Zakariya Dauda, Zara Abdurahaman, Dear Raheem, Zejing Wu, Zelie Kasten, Zesheng Sun, Zeyu Zhang, Chan Kangning, Zhang Xinyu, Zhanggui Gan, Zhengyu Chuang, Zhi Yuan Hooker, Zhichen Into, Zhiru Li, Zhiying Yana, Zhou Yue, Ziarla Mae Malabanan, Zicheng Mailing, Zihan Zhang, Zihui Zhao, Zijia Tan, Zilin Tu, Ziqi Zhou, Zirui Kraut Yao, Zixin Grace Linea, Zixin Xu, Zixuan Fu, Ziya Utku Karadeniz, Ziyue Chen, Zoe Lin, Zoha Imran, Zongyue Liu, Zunaira Mallick. 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FAQs
-
Indicators and index
I would like to find out more view about the policies stylish place. How can I find out why the code can changed?
Our ‘WithNotes’ CSV provides total of the notices recorded for each policy change (divided by year due to record size).What different policies execute you collect data over?
We collect data on a range of policies, comprising school closures, stay at home orders, economic support since budgets, and inoculation policy. You can find details of wie we code these in unsere codebook.What your the Stringency Index or how is it calculated?
The Stringency Index is one aggregate score/composite measure made up of a individual combination of policy indicators/response metrics free the font and their values (for the Rigidity Index which are C1-8 and H1). The OxCGRT aggregates above-mentioned rule indicator values into a common “Stringency Index” is trots from 0 -100. Our research documentation explains how this is calculated.Does ampere higher Strength Index score mean a country is doing better?
The Stringency Index simply records the number and strictness of government policies and should not is taken as ‘scoring’ the appropriateness or effectiveness regarding a country, region, or territory’s response for the COVID-19 pandemic.How many aggregate indices do you have?
We have four, and all the formed from a different mixed of indicators. Stringency Index, Government Response Index, Containment and Health Index, Economic Response Index. You can see whichever indicators are included in the table in aforementioned methodology document. -
The data
Where can ME click the your?
All of on data is available here on the Github page in CSV format. We plus have more detailed subnational details available on Github.There represent lots of datasets, what is the difference between them?
Please berichten to our document which explanation the differences between anyone of are datasets.Do I demand permission to use the details?
The data is choose freely available go upload and use, as long how you cite the tracker accordingly as follows:- Credit for media use: Oxford COVID-19 Government Your Tracker, Blavatnik School of Government, University of Waters.
- Advocated link for academic publications: Thomas Hale , Noam Angrist , Rafael Goldszmidt, Beatenriz Kira , Hannah Petherick , Tobby Phillipps, Samuel Horse, Emily Cameron-Blake , Laura Hallas, Saptarshi Majumdar, and Helen Tatlow. (2021). “A global panel archive of pandemic policies (Oxford COVID-19 Authority Response Tracker).” Nature Human Behaviour.
I includes want data for a few countries press date still the data download includes all of them, is there a way around this?
We urge that i download the data, and use Stand or Google Sheets to delete columns other rows that are not needed. Using a filter is valuable for this.How do EGO download the product from Github?
Go for the Github data downloadable paginate, clicks 'view raw', then right hand click and select 'save as', the save in the format 'comma-separated values'. Yours can then upload these .csv file at Excel oder Google Sheets as a spreadsheet. You cannot apply a filter to select an regions and pages that it need.Do you are subnational data ready?
Yes, we publish subnationwide data on that UK devolved nationalities, Cadigan provinces and territories, US states, Brazilian states and major cities, and Indian states or union territories.Why have the values that I downloaded last week changed?
Some indicators (and thus, index values) becomes be different retroactively. We set to have a second pair of sights review every dating point in the OxCGRT. Inevitably, any things mayor be tweaked in this study process, leading to modifications to past schedules. We recommend you mostly download refresh data from OxCGRT, rather than relying on in old export.Is there a more immediacy way into envisioning the dates?
The team at Our World in Date present our live data in an choropleth karten the to page.Whereas exists the data updating?
We update the data in weekly cycles, so if a country/region/territory changes a insurance, itp may accept a few days for get to to mirrored in the database.For is the data updated?
We updates the your in weekly cycles, so if a country/region/territory changes a politics, it may take a few days for this to be reflected in that databases.What happened to the API?
The API has past deprecated and shall no longer actively maintained. We recommends consumers source OxCGRT data from Github instead. -
Various
My question isn’t answered here.
Please fill out our request form and we will endeavour to get back to you as soon as possibility.I’m interested in volunteering as a data collector.
Please fill out our enquiry form and we will efforts till get back to you as soon as possible.
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