Dataset

This dataset was created by Amir Aziz

Contents

Dataset contains physical parameters of ground water quality collected by Kerala annually through manual methods. Each record includes the date, station identifier with geographic hierarchy and the corresponding values for the following parameters: Temperature, Turbidity

A dataset compiled based on the intertidal collection and species collected at fish landing centers as part of the MLR Programme - Integrated Taxonomic Information System (ITIS).

Dataset contains daily manual rainfall measurements collected from meteorological stations established by Kerala Surface Water Department. Each record includes the date, station identifier with geographic hierarchy, and the corresponding rainfall values in millimeter (mm).

The Ground Water Level (Telemetry - Hourly) dataset, collected by the Kerala Ground Water Department, contains hourly groundwater level measurements from telemetry stations. Each record includes the timestamp, station identifier, geographic hierarchy, and groundwater depth below the surface, providing crucial insights for groundwater monitoring and management.

Kerala Corpus

All-in-one open dataset scaffold for Kerala-focused Malayalam language model training.

  Structure

kerala-corpus/ data/ districts/ geography/ culture/ history/ language/ government/ economy/ education/ health/ transport/ environment/ metadata/ docs/ scripts/

  Record Format

Each .jsonl line should be one JSON object: {"id":"culture-festivals-000001","domain":"culture"… See the full description on the dataset page: https://huggingface.co/datasets/mikav-ai/kerala-corpus.

Dataset

This dataset was created by Sridhar Kadhiri

Contents

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.

Dataset contains physical parameters of ground water level collected by Kerala annually through manual Daily methods. Each record includes the date, station identifier with geographic hierarchy and the corresponding values for the following parameters: Temperature, Turbidity

Language spoken in different towns in Kerala which is a southern state of India. Malayalam is the most widely spoken language in Kerala. Other languages include Konkani, Tamil, Tulu etc. Tulu is spoken more in the Kasaragod district.

Dataset

This dataset was created by Gokulks

Released under CC0: Public Domain

Contents

aiadvocateindia/Kerala dataset hosted on Hugging Face and contributed by the HF Datasets community

Extracts data of Kerala from the OpenstreetMaps project for free

Download land cover data based on ESRI Land Cover, ESA WorldCover, and Dynamic World datasets, GeoTIFF for QGIS, ArcGIS, ArcMap.

Digital elevation (topography) maps - Elevation contours with chosen step, digital elevation model (DEM), hillshade. GeoTIFF, ESRI Shape, GeoPackage, GeoJSON, KML, TAB, SQL for QGIS, ArcGIS, ArcMap, Mapinfo, PostgreSQL, PostGIS, Google Earth.

Kerala OGD is used as the state open-data hub for department-published tables, APIs, and civic datasets.

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

Agricultural Land: Kerala: Type of Use: Total Cropped Area data was reported at 2,516.000 ha th in 2023. This records a decrease from the previous number of 2,523.000 ha th for 2022. Agricultural Land: Kerala: Type of Use: Total Cropped Area data is updated yearly, averaging 2,592.000 ha th from Mar 2003 (Median) to 2023, with 21 observations. The data reached an all-time high of 2,996.294 ha th in 2005 and a record low of 2,516.000 ha th in 2023. Agricultural Land: Kerala: Type of Use: Total Cropped Area data remains active status in CEIC and is reported by Directorate of Economics and Statistics, Department of Agriculture and Farmers Welfare. The data is categorized under India Premium Database’s Agriculture Sector – Table IN.RIK: Agricultural Land: Type of Use: Kerala.

This Dataset consists of Year and District , Season (Kharif and Rabi) and Crop-wise Area, Production and Yield statistics for Kerala

Note: Data for Arecanut, Banana, Black Pepper, Cardamom, Cashewnut, Coconut, Coriander, Cowpea (Lobia), Dry Chillies, Garlic, Ginger, Horse Gram, Khesari, Moth, Onion, Other Cereals, Other Oilseeds, Other Summer Pulses, Peas and Beans (Pulses), Potato, Sweet Potato, Tapioca, Turmeric available till 2022-23 and for Total Oilseeds its till 2019-20

The River Discharge Dataset comprises daily river discharge observations collected from observation stations established by the Kerala Surface Water Department. Each record includes the date, station identifier with geographic hierarchy, and the corresponding river discharge values. The dataset includes both telemetric (automated sensor-based) and manual measurements, providing a valuable resource for hydrological analysis, flood forecasting, and water resource management.