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Global Climate Trends Data
Data Science and Analytics
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About
This dataset offers valuable insights into the ongoing changes in our planet's climate. It serves as a resource for exploring global climate trends and understanding the pressing challenges posed by climate change. The dataset contains records of temperature, CO2 emissions, and sea level rise, along with measurements for precipitation, humidity, and wind speed. Its purpose is to enable analysis of climate change impacts and support the development of mitigation strategies for a sustainable future.
Columns
- Temperature: Average temperature measurements, provided in Celsius.
- CO2 Emissions: Levels of carbon dioxide emissions, recorded in parts per million (ppm).
- Sea Level Rise: Measured sea level rise, presented in millimetres.
- Precipitation: Rainfall amounts, provided in millimetres.
- Humidity: Relative humidity, expressed as a percentage.
- Wind Speed: Wind speed, measured in kilometres per hour.
Distribution
The dataset is typically provided in a CSV file format, specifically named
climate_change_data.csv. It includes a vast collection of historical climate data records. While specific counts of rows or records are not detailed, the dataset represents a significant volume of information, with the current version noted at 1.67 MB.Usage
This dataset is ideal for:
- Conducting climate research and in-depth analysis.
- Exploring climate change patterns and trends.
- Developing predictive models for climate-related forecasts.
- Assessing the impact of CO2 emissions on temperature and sea level rise.
- Performing exploratory data analysis to understand climate variable variations.
- Utilising machine learning algorithms for modelling future climate patterns.
- Leveraging feature engineering to extract meaningful insights.
- Visualising data using libraries like Matplotlib and Seaborn for impactful presentations.
- Discovering relationships between climate factors and specific countries or locations.
- Contributing to climate research and devising mitigation strategies.
- Supporting educational initiatives to raise awareness about climate change.
Coverage
The dataset focuses on global climate trends, encompassing a wide range of climate variables across various countries and locations. It provides a wealth of historical climate data, with records spanning multiple years, enabling the analysis of long-term patterns and changes.
License
CC0: Public Domain
Who Can Use It
This dataset is intended for:
- Researchers and Scientists: To conduct climate research, analyse global climate trends, and develop predictive models.
- Climate Enthusiasts: To explore climate change patterns, understand environmental impacts, and contribute to awareness efforts.
- Data Analysts and Machine Learning Practitioners: To perform exploratory data analysis, apply machine learning algorithms, and uncover valuable insights related to climate change.
- Educators and Students: For educational initiatives aimed at raising awareness and understanding of climate change.
Dataset Name Suggestions
- Global Climate Trends Data
- Environmental Impact Records
- Planetary Climate Observations
- Climate Variable Tracker
- Earth's Climate Dynamics
Attributes
Original Data Source: Global Climate Trends Data
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