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World Environmental Statistics Hub
Data Science and Analytics
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About
Environmental statistics gathered from UNdata, offering insight into various global ecological factors. It covers essential topics such as carbon dioxide emissions, land use patterns, water and sanitation services, and the status of threatened species worldwide. The data aims to support analysis and understanding of environmental changes and their broader impact.
Columns
The dataset is structured across four main environmental themes, each typically containing the following columns:
- Country (Area): Identifies the specific country or geographical region to which the data pertains. In the CO2 emissions data, there are 142 distinct country entries.
- Year: Specifies the year the data was recorded. For CO2 emissions, this ranges from 1975 to 2017.
- Series: Describes the specific type of measurement or indicator within each category. For CO2 emissions, this includes "Emissions (thousand metric tons of carbon dioxide)".
- Value: Represents the numerical observation for the given country, year, and series. For CO2 emissions, values can range from 0.02 to over 9 million.
Distribution
The data is presented in a tabular format, typically supplied as CSV files. The Carbon Dioxide Emission Estimates file, for example, is approximately 159.95 KB and contains 2,132 records, with all entries for Country, Year, Series, and Value being valid. The structure maintains a consistent pattern across all environmental categories. Updates to this dataset are anticipated annually, reflecting current environmental changes.
Usage
This dataset is well-suited for exploratory data analysis, enabling users to identify trends and patterns in global environmental health. It is ideal for researchers, analysts, and policy makers interested in assessing carbon dioxide emissions, understanding land and water resource management, and monitoring the state of threatened species. Furthermore, it can serve as a valuable resource for educational purposes and for developing environmental impact assessments.
Coverage
The geographic scope of the dataset is global, featuring data from 142 unique countries or areas. The temporal coverage for environmental indicators such as CO2 emissions spans from 1975 through to 2017, providing a substantial historical perspective. The dataset does not focus on demographic segments but rather on nation-level environmental statistics that affect populations universally.
License
CC0: Public Domain
Who Can Use It
- Environmental Researchers: To analyse long-term environmental trends and correlations.
- Data Scientists: For statistical modelling, trend forecasting, and data visualisation projects.
- Policy Analysts: To inform environmental policy development and assess the effectiveness of interventions.
- Students: As a foundation for academic projects and learning about global environmental issues.
- Journalists: To support reporting on climate change, conservation, and resource management.
Dataset Name Suggestions
- UNdata Global Environmental Indicators
- World Environmental Statistics Hub
- CO2 Land Water Species Data
- Environmental Impact Data 1975-2017
- Global Ecological Data Set
Attributes
Original Data Source: World Environmental Statistics Hub
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