Covid19Kerala.info-Data is a consolidated multi-source open dataset of metadata from the COVID-19 outbreak in the Indian state of Kerala. It is created and maintained by volunteers of ‘Collective for Open Data Distribution-Keralam’ (CODD-K), a nonprofit consortium of individuals formed for the distribution and longevity of open-datasets. Covid19Kerala.info-Data covers a set of correlated temporal and spatial metadata of SARS-CoV-2 infections and prevention measures in Kerala. Static releases of this dataset snapshots are manually produced from a live database maintained as a set of publicly accessible Google sheets. This dataset is made available under the Open Data Commons Attribution License v1.0 (ODC-BY 1.0).

Schema and data package Datapackage with schema definition is accessible at https://codd-k.github.io/covid19kerala.info-data/datapackage.json. Provided datapackage and schema are based on Frictionless data Data Package specification.

Temporal and Spatial Coverage

This dataset covers COVID-19 outbreak and related data from the state of Kerala, India, from January 31, 2020 till the date of the publication of this snapshot. The dataset shall be maintained throughout the entirety of the COVID-19 outbreak.

The spatial coverage of the data lies within the geographical boundaries of the Kerala state which includes its 14 administrative subdivisions. The state is further divided into Local Self Governing (LSG) Bodies. Reference to this spatial information is included on appropriate data facets. Available spatial information on regions outside Kerala was mentioned, but it is limited as a reference to the possible origins of the infection clusters or movement of the individuals.

Longevity and Provenance

The dataset snapshot releases are published and maintained in a designated GitHub repository maintained by CODD-K team. Periodic snapshots from the live database will be released at regular intervals. The GitHub commit logs for the repository will be maintained as a record of provenance, and archived repository will be maintained at the end of the project lifecycle for the longevity of the dataset.

Data Stewardship

CODD-K expects all administrators, managers, and users of its datasets to manage, access, and utilize them in a manner that is consistent with the consortium’s need for security and confidentiality and relevant legal frameworks within all geographies, especially Kerala and India. As a responsible steward to maintain and make this dataset accessible— CODD-K absolves from all liabilities of the damages, if any caused by inaccuracies in the dataset.

License

This dataset is made available by the CODD-K consortium under ODC-BY 1.0 license. The Open Data Commons Attribution License (ODC-By) v1.0 ensures that users of this dataset are free to copy, distribute and use the dataset to produce works and even to modify, transform and build upon the database, as long as they attribute the public use of the database or works produced from the same, as mentioned in the citation below.

Disclaimer

Covid19Kerala.info-Data is provided under the ODC-BY 1.0 license as-is. Though every attempt is taken to ensure that the data is error-free and up to date, the CODD-K consortium do not bear any responsibilities for inaccuracies in the dataset or any losses—monetary or otherwise—that users of this dataset may incur.

COVID-19: As on Date: Number of Confirmed Cases: Kerala data was reported at 6,921,277.000 Case in 05 May 2025. This records an increase from the previous number of 6,921,265.000 Case for 28 Apr 2025. COVID-19: As on Date: Number of Confirmed Cases: Kerala data is updated daily, averaging 6,547,507.000 Case from Mar 2020 (Median) to 05 May 2025, with 1587 observations. The data reached an all-time high of 6,921,277.000 Case in 05 May 2025 and a record low of 22.000 Case in 15 Mar 2020. COVID-19: As on Date: Number of Confirmed Cases: Kerala data remains active status in CEIC and is reported by Ministry of Health and Family Welfare. The data is categorized under High Frequency Database’s Disease Outbreaks – Table IN.HLF006: Disease Outbreaks: Coronavirus 2019: MOHFW.

The south Indian state of Kerala had cumulatively conducted around 25 thousand tests to detect the coronavirus (COVID-19) as of April 29, 2020. Kerala had reported the first case of the virus in India in early February. It was also one of the only states reporting daily updates on the number of samples being tested. Overall, India had over 31 thousand confirmed cases of the coronavirus as of April 29, 2020.

For further information about the coronavirus (COVID-19) pandemic, please visit our dedicated Fact and Figures page.

City-wise confirmed Covid-19 cases within India and specifically within KeralaFor discussions, please visit and follow the Facebook profile: https://www.facebook.com/viswaprabhaTo see the underlying live data, please visit this Google Sheet

The southern Indian state of Kerala had almost 8,417 people under observation due to the coronavirus (COVID-19) as of April 10, 2022. Of these, over eight thousand were confined to home or institutions, while over 150 patients were quarantined in designated isolation facilities. India recorded over 62 thousand active cases of the virus as September 1, 2022. The regions of Kerala , Karnataka and Maharashtra had the highest number of confirmed cases in the same time period.

Kerala’s links to Wuhan

On February 7, 2020, three Indians from Kerala were tested positive for COVID-19 after returning to India from Wuhan- the epicenter of the virus that has infected over 90 thousand people. Wuhan has been a popular destination among Keralites for its quality and affordable medical education. After conducting test swabs on all returnees, the Kerala government swung into immediate action by advising home quarantines for the people suspected to have been in contact with this coronavirus.

A state known for its healthcare performance

Kerala’s last major health scare was the Nipah virus in 1998, that returned in 2018, killing 17 people, along with almost six million cases of acute respiratory infections in 2016. Even then, Kerala is known to be India’s leading state for healthcare and medical literacy compared to the rest of the country. The southern state’s health department was reported to have been strictly following the protocols given by the World Health Organization to combat COVID-19. This preparedness seems to have borne good results so far with a high rate of recovery and containment of the virus.

Context 📑

After the Outbreak of the novel corona virus,In India the very first case was reported in Kerala,even if we were able to control it the virus had spread from various other areas This dataset highlights the covid clusters that were called by Kerala Government

Content ✌

The various covid clusters identified in Kerala by the government till June 2021.

Acknowledgements 📚📖

The Dataset was scraped from the Covid Jaagratha Website of Kerala Covid Jaagratha Website

Inspiration 👨‍💻✍👏

There are various types of covid clusters identified, the list are: * Large Community Cluster * Institutional Cluster * Limited Community Cluster * Closed Community Cluster

So I wanted people to identify these clusters formed, The data is cleaned and anyone can easily perform EDA on this , As a PG student in Data Sceince in the beginning it was hard for me to find Indian Datasets to work on for beginners, Well Voila ! Enjoy analysing this dataset,This dataset will be updated every month

Conquer The world with Love ❤😍

Upvote the dataset if you find it useful

Context

This is a Covid 19 data set for India. The data set is updated frequently and is analysed using tableau. Click on the link to visit the tableau story. Click each of the caption in the story to unveil its content.

https://public.tableau.com/profile/ambili.nair#!/vizhome/COVID19Indiastory/Indiastory?publish=yes

The first Covid 19 case in India was reported on 30th January 2020 in South Indian state of Kerala on a medical student who was pursuing the studies at Wuhan University, China. Two more students were found to be infected in Kerala in the consecutive days. The Kerala government was successful in containing the disease with its proactive measures back then. The second outbreak of Covid 19 in India started in the first week of March from various parts of India in various people who visited the foreign countries and in some of the tourists from different countries.

The tableau story consists of the following data analysis : 1. State-wise number of infected and number of death count in India map. Hover the mouse on each state in the India map to know the count. 2. Click on the next caption to know the state-wise number of confirmed, active, recovered and deceased cases in the form of bar chart. 3. The next caption takes you to the bar chart which shows the number of cases getting confirmed in India each day starting from January 30, 2020. 4. Next caption takes us to an analysis of the Mortality rate and the Recovery rate (in percentage) of each of the Indian state. We get an idea how hard each of the state is hit by the pandemic. 5. Next caption gives a detailed analysis of the state Kerala which has the mortality rate of 0.806% and the recovery rate of 74.4% as of now. Hover the mouse to know the count in each district. Don't forget to have a look at the line graph of 'number of active cases' in Kerala. It looks almost flattened ! As everyday we hear the increasing number of cases and deaths across the country, this graph may make you feel better...! 6. Finally the caption takes you to the statistics from the topmost district of Kerala - Kasaragod. The total number of cases reported is 179 at Kasaragod. The active number of cases is just 12 as of now... !!! Have a look at the statistics from Kasaragod and the story of 'Kasaragod model' as some of the national media in India call it !!!

Content

This data set consists of the following data: 1. state-wise statistics - Confirmed, Active, Recovered, Deceased cases 2. day-wise count of infected and deceased from various states 3. Statistics from Kerala - day-wise count of confirmed, Active, Recovered, Deceased cases 4. Statistics from Kasaragod district, Kerala - day-wise count of confirmed, Active, Recovered, Deceased cases 5. Count of confirmed cases from various districts of India

Acknowledgements

Ministry of Health and Family Welfare - India covid19india.org Wikipedia page - Covid 19 Pandemic India Govt. of Kerala dashboard - official Kerala Covid 19 statistics

Inspiration

Inspiration

Your data will be in front of the world's largest data science community. What questions do you want to see answered?

Covid-19: Kerala: Idukki: Weekly Vaccinations data was reported at 6.000 Unit in 22 Mar 2024. This records an increase from the previous number of 2.000 Unit for 19 May 2023. Covid-19: Kerala: Idukki: Weekly Vaccinations data is updated weekly, averaging 5,926.000 Unit from Jan 2021 (Median) to 22 Mar 2024, with 121 observations. The data reached an all-time high of 89,908.000 Unit in 20 Aug 2021 and a record low of 1.000 Unit in 28 Apr 2023. Covid-19: Kerala: Idukki: Weekly Vaccinations data remains active status in CEIC and is reported by Ministry of Health and Family Welfare. The data is categorized under India Premium Database’s Health Sector – Table IN.HLF029: Disease Outbreaks: Coronavirus 2019: MOHFW-CoWin: Vaccination: Weekly: Southern Region: by District (Discontinued).

Covid-19: Kerala: Ernakulam: Daily Vaccinations: Age: 45-60 data was reported at 1.000 Unit in 15 Feb 2024. This records an increase from the previous number of 0.000 Unit for 18 Sep 2023. Covid-19: Kerala: Ernakulam: Daily Vaccinations: Age: 45-60 data is updated daily, averaging 112.000 Unit from Jun 2021 (Median) to 15 Feb 2024, with 763 observations. The data reached an all-time high of 26,838.000 Unit in 31 Jul 2021 and a record low of 0.000 Unit in 18 Sep 2023. Covid-19: Kerala: Ernakulam: Daily Vaccinations: Age: 45-60 data remains active status in CEIC and is reported by Ministry of Health and Family Welfare. The data is categorized under India Premium Database’s Health Sector – Table IN.HLF021: Disease Outbreaks: Coronavirus 2019: MOHFW-CoWin: Vaccination: by Age Group: Southern Region: by District.

Coronavirus disease 2019 (COVID-19) rapidly spread from a city in China to almost every country in the world, affecting millions of individuals. The rapid increase in the COVID-19 cases in the state of Kerala in India has necessitated the understanding of SARS-CoV-2 genetic epidemiology. We sequenced 200 samples from patients in Kerala using COVIDSeq protocol amplicon-based sequencing. The analysis identified 166 high-quality single-nucleotide variants encompassing four novel variants and 89 new variants in the Indian isolated SARS-CoV-2. Phylogenetic and haplotype analysis revealed that the virus was dominated by three distinct introductions followed by local spread suggesting recent outbreaks and that it belongs to the A2a clade. Further analysis of the functional variants revealed that two variants in the S gene associated with increased infectivity and five variants mapped in primer binding sites affect the efficacy of RT-PCR. To the best of our knowledge, this is the first and most comprehensive report of SARS-CoV-2 genetic epidemiology from Kerala.

The Indian state of Punjab reported the highest number of active coronavirus (COVID-19) cases of over one thousand cases as of October 20, 2023. Kerala and Karnataka followed, with relatively lower casualties. That day, there were a total of over 44 million confirmed infections across India.

Covid-19: Daily Vaccinations: Kerala: Age: 15-17 data was reported at 0.000 Unit in 28 Jun 2024. This stayed constant from the previous number of 0.000 Unit for 14 Jun 2024. Covid-19: Daily Vaccinations: Kerala: Age: 15-17 data is updated daily, averaging 6.000 Unit from Dec 2021 (Median) to 28 Jun 2024, with 761 observations. The data reached an all-time high of 123,614.000 Unit in 08 Jan 2022 and a record low of 0.000 Unit in 28 Jun 2024. Covid-19: Daily Vaccinations: Kerala: Age: 15-17 data remains active status in CEIC and is reported by Ministry of Health and Family Welfare. The data is categorized under India Premium Database’s Health Sector – Table IN.HLF016: Disease Outbreaks: Coronavirus 2019: MOHFW-CoWin: Vaccination: by Age Group (Discontinued).

COVID-19: As on Date: Number of Cured/Discharged/Migrated: Kerala data was reported at 6,849,127.000 Case in 05 May 2025. This records an increase from the previous number of 6,849,122.000 Case for 28 Apr 2025. COVID-19: As on Date: Number of Cured/Discharged/Migrated: Kerala data is updated daily, averaging 6,474,702.000 Case from Mar 2020 (Median) to 05 May 2025, with 1587 observations. The data reached an all-time high of 6,849,127.000 Case in 05 May 2025 and a record low of 3.000 Case in 23 Mar 2020. COVID-19: As on Date: Number of Cured/Discharged/Migrated: Kerala data remains active status in CEIC and is reported by Ministry of Health and Family Welfare. The data is categorized under High Frequency Database’s Disease Outbreaks – Table IN.HLF006: Disease Outbreaks: Coronavirus 2019: MOHFW.

We report here a Nipah virus (NiV) outbreak in Kozhikode district of Kerala state, India, which had caused fatal encephalitis in a 12-year-old boy and the outbreak response, which led to the successful containment of the disease and the related investigations. Quantitative real-time reverse transcription (RT)-PCR, ELISA-based antibody detection, and whole genome sequencing (WGS) were performed to confirm the NiV infection. Contacts of the index case were traced and isolated based on risk categorization. Bats from the areas near the epicenter of the outbreak were sampled for throat swabs, rectal swabs, and blood samples for NiV screening by real-time RT-PCR and anti-NiV bat immunoglobulin G (IgG) ELISA. A plaque reduction neutralization test was performed for the detection of neutralizing antibodies. Nipah viral RNA could be detected from blood, bronchial wash, endotracheal (ET) secretion, and cerebrospinal fluid (CSF) and anti-NiV immunoglobulin M (IgM) antibodies from the serum sample of the index case. Rapid establishment of an onsite NiV diagnostic facility and contact tracing helped in quick containment of the outbreak. NiV sequences retrieved from the clinical specimen of the index case formed a sub-cluster with the earlier reported Nipah I genotype sequences from India with more than 95% similarity. Anti-NiV IgG positivity could be detected in 21% of Pteropus medius (P. medius) and 37.73% of Rousettus leschenaultia (R. leschenaultia). Neutralizing antibodies against NiV could be detected in P. medius. Stringent surveillance and awareness campaigns need to be implemented in the area to reduce human-bat interactions and minimize spillover events, which can lead to sporadic outbreaks of NiV.

India reported over 44 million confirmed cases of the coronavirus (COVID-19) as of October 20, 2023. The number of people infected with the virus was declining across the south Asian country.

What is the coronavirus?

COVID-19 is part of a large family of coronaviruses (CoV) that are transmitted from animals to people. The name COVID-19 is derived from the words corona, virus, and disease, while the number 19 represents the year that it emerged. Symptoms of COVID-19 resemble that of the common cold, with fever, coughing, and shortness of breath. However, serious infections can lead to pneumonia, multi-organ failure, severe acute respiratory syndrome, and even death, if appropriate medical help is not provided.

COVID-19 in India

India reported its first case of this coronavirus in late January 2020 in the southern state of Kerala. That led to a nation-wide lockdown between March and June that year to curb numbers from rising. After marginal success, the economy opened up leading to some recovery for the rest of 2020. In March 2021, however, the second wave hit the country causing record-breaking numbers of infections and deaths, crushing the healthcare system. The central government has been criticized for not taking action this time around, with "#ResignModi" trending on social media platforms in late April. The government's response was to block this line of content on the basis of fighting misinformation and reducing panic across the country.

Covid-19: Weekly Vaccinations: Kerala: 2nd Dose data was reported at 1.000 Unit in 14 Jun 2024. This records a decrease from the previous number of 3.000 Unit for 31 May 2024. Covid-19: Weekly Vaccinations: Kerala: 2nd Dose data is updated weekly, averaging 6,565.000 Unit from Jan 2021 (Median) to 14 Jun 2024, with 172 observations. The data reached an all-time high of 1,088,394.000 Unit in 03 Dec 2021 and a record low of 0.000 Unit in 03 May 2024. Covid-19: Weekly Vaccinations: Kerala: 2nd Dose data remains active status in CEIC and is reported by Ministry of Health and Family Welfare. The data is categorized under India Premium Database’s Health Sector – Table IN.HLF024: Disease Outbreaks: Coronavirus 2019: MOHFW-CoWin: Vaccination: Weekly (Discontinued).

COVID-19: As on Date: Number of Beneficiaries Vaccinated: Cumulative: Kerala: Precaution Dose: 60+ Years, Healthcare Workers (HCWs), Frontline Workers (FLWs) data was reported at 2,218,704.000 Person in 19 Jun 2024. This stayed constant from the previous number of 2,218,704.000 Person for 13 Jun 2024. COVID-19: As on Date: Number of Beneficiaries Vaccinated: Cumulative: Kerala: Precaution Dose: 60+ Years, Healthcare Workers (HCWs), Frontline Workers (FLWs) data is updated daily, averaging 2,218,336.000 Person from Apr 2022 (Median) to 19 Jun 2024, with 779 observations. The data reached an all-time high of 2,218,704.000 Person in 19 Jun 2024 and a record low of 1,253,501.000 Person in 11 Apr 2022. COVID-19: As on Date: Number of Beneficiaries Vaccinated: Cumulative: Kerala: Precaution Dose: 60+ Years, Healthcare Workers (HCWs), Frontline Workers (FLWs) data remains active status in CEIC and is reported by Ministry of Health and Family Welfare. The data is categorized under India Premium Database’s Health Sector – Table IN.HLF007: Disease Outbreaks: Coronavirus 2019: MOHFW: Vaccination (Discontinued).

Dataset

This dataset was created by ARCHANA NARAYANAN

Contents

Covid-19: Kerala: Alappuzha: Daily Vaccinations: 2nd Dose data was reported at 0.000 Unit in 19 Mar 2024. This stayed constant from the previous number of 0.000 Unit for 06 Apr 2023. Covid-19: Kerala: Alappuzha: Daily Vaccinations: 2nd Dose data is updated daily, averaging 320.000 Unit from Apr 2021 (Median) to 19 Mar 2024, with 673 observations. The data reached an all-time high of 24,462.000 Unit in 02 Dec 2021 and a record low of 0.000 Unit in 19 Mar 2024. Covid-19: Kerala: Alappuzha: Daily Vaccinations: 2nd Dose data remains active status in CEIC and is reported by Ministry of Health and Family Welfare. The data is categorized under India Premium Database’s Health Sector – Table IN.HLF014: Disease Outbreaks: Coronavirus 2019: MOHFW-CoWin: Vaccination: Southern Region: by District.

Analysis of ‘Covid_cases_in_India’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/luvharishkhati/covid-cases-in-india on 30 September 2021.

--- Dataset description provided by original source is as follows ---

Hello all, this notebook consists of the patients suffering from corona virus from various states of India. This pandemic started from Kerala and it spread all over. If you will try to analyze the dataset, you will come to know that Maharashtra state have large number of positive results, also the recovery rate is high over there. This notebook clearly categorizes the positive result, death rates and the recovery rates of different states. Data visualization is done here which makes the case study more attractive and informative.

--- Original source retains full ownership of the source dataset ---