Update README.md

README.md

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-These data are available in the portal of the National Water Commission of Mexico (CONAGUA) and can be downloaded in CSV format through the following link: https://sih.conagua.gob.mx/basedatos/Climas/{station}.csv. To obtain specific data for Mexico City, it is necessary to filter the station codes corresponding to this region.
+---
+task_categories:
+- time-series-forecasting
+language:
+- es
+tags:
+- weather
+- climate
+- Mexico City
+- historical data
+pretty_name: Weather Data for Mexico City
+license: cc-by-nc-4.0
+size_categories:
+- 1M<n<10M
+---
 
+# Weather Data for Mexico City by SIH CONAGUA
 
-In this CSV file, you will find detailed data on the weather conditions recorded at the selected station, including variables such as temperature, humidity, precipitation and other relevant metrics.
+## Overview
 
-Note: This data is for informational and educational use only.
+This dataset contains weather data for Mexico City collected by the Sistema de Información Hidrológica (SIH) of the Comisión Nacional del Agua (CONAGUA). The dataset includes historical weather records from multiple meteorological stations in Mexico City.
+
+### File Structure
+
+- **`weather_mexico_city_by_sih_conagua.csv`**: This file contains aggregated weather data for Mexico City.
+- **`raw_data`**: This folder includes individual CSV files with weather data from each meteorological station in Mexico City.
+
+### Data Description
+
+- **Source**: Comisión Nacional del Agua (CONAGUA), Sistema de Información Hidrológica (SIH)
+- **Coverage**: Mexico City, Mexico
+- **Time Period**: The dataset spans several years of historical weather data. Specific time frames can be found in the individual CSV files.
+- **Variables**: The dataset includes key weather variables such as maximum temperature, minimum temperatura and rainfall.
+
+### Dataset Usage
+
+The dataset is valuable for researchers, data scientists, and developers interested in studying weather patterns, forecasting, and climate change analysis in urban areas. It can also be used for machine learning projects related to weather prediction and environmental studies.
+
+## Dataset Details
+
+### `weather_mexico_city_by_sih_conagua.csv`
+
+- **Columns**:
+  - `locality`: Name of the locality where the data was recorded.
+  - `year`: Year of the recorded data.
+  - `month`: Month of the recorded data.
+  - `day`: Day of the recorded data.
+  - `maxt`: Maximum temperature recorded for the day.
+  - `mint`: Minimum temperature recorded for the day.
+  - `rainfall`: Total precipitation recorded for the day.
+
+### `raw_data` Folder
+
+- **File Structure**: Each file is named with the station code and contains weather data specific to that station.
+- **File Format**: CSV
+- **Columns**:
+  - Similar to those in `weather_mexico_city_by_sih_conagua.csv`, with detailed data specific to each station.
+
+## Data Source and Licensing
+
+- **Source**: The data is obtained from the Sistema de Información Hidrológica (SIH) of the Comisión Nacional del Agua (CONAGUA).
+- **Access Link**: [https://sih.conagua.gob.mx/basedatos/Climas/{station}.csv](https://sih.conagua.gob.mx/basedatos/Climas/{station}.csv)
+- **License**: This dataset is shared under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0). Users must provide proper attribution to CONAGUA and cannot use the data for commercial purposes. For more details, visit [CONAGUA's data usage policies](https://www.gob.mx/conagua).
+
+## Dataset Curator
+
+- **Name**: Brandon Jesús Hernández Herrera
+- **Affiliation**: Escuela Superior de Cómputo (ESCOM), Instituto Politécnico Nacional (IPN)
+- **Contact**: [email protected]
+
+## Contributions and Acknowledgements
+
+This dataset was made possible through the efforts of CONAGUA and the Sistema de Información Hidrológica.
 
 ---
 license: cc-by-nc-4.0
----
+---