COVID-19 Trade Impact Data Analysis

This repository contains an analysis of the effects of COVID-19 on trade trends up to December 2021. The dataset used provides daily trade values. We identified annual trends, commodity impacts, transport mode influences, and country-specific effects by using Python, Pandas and Matplotlib

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Fig 1: Overall Trade Trend

Fig 2: Exports vs. Imports

Fig 3: Top Commodities Affected

Fig 4: Transport Mode Analysis

Fig 5: Country Analysis

Dataset

The dataset, "Effects of COVID-19 on trade: At 15 December 2021 (provisional)", contains columns indicating trade direction (imports/exports), date, country, commodity type, transport mode, and trade values.

Analyses Performed

• Overall Trade Trend: Visualized the increasing trade value over the years 2019, 2020, and 2021.
• Exports vs. Imports: Compared the cumulative exports and imports over the mentioned years.
• Top Commodities Affected: Identified commodities with the most significant changes in trade value.
• Transport Mode Analysis: Analyzed the effect on different modes of transport.
• Country Analysis: Checked the trade impact on specific countries.

Tools Used:

• Python: The primary language for data processing and analysis.
• Pandas: Used for data manipulation and analysis.
• Matplotlib: For data visualization and creating charts.