By Mohammed Azhar

Layoffs Dashboard

Other

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Here’s what we discovered:
🔹 Layoffs Over Time – Tracking how layoffs have evolved through the years.
🔹 Layoffs by Year – A year-by-year breakdown to identify the most impacted periods.
🔹 Top Countries for Layoffs – Highlighting the countries with the highest number of layoffs.
🔹 Top & Least Affected Sectors – A deep dive into which industries are taking the hardest hits and which are the least affected.
🔹 Top 10 Companies for Layoffs – A ranking of the companies with the most layoffs globally.
🔹 Forecast for the Next 3 Years – Using predictive analytics to foresee trends for upcoming layoffs.
🔹 Pandas to identify – The number of unique companies, locations, countries, and industries affected by layoffs globally.

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Solutions-oriented professional with a robust track record of leveraging advanced data analytics to enhance decision-making while effectively defining market segments; capable of translating business requirements into project artefacts.
Able to extract actionable insights from …

Mohammed Azhar

Data Analyst

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