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Revolut Financial_Dataset.csv

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dataset
posted on 2024-08-29, 16:58 authored by praveen Rpraveen R

This dataset provides a comprehensive view of a company’s financial and operational performance over the period from 2019 to 2023. It includes key metrics such as revenue, net profit, total comprehensive income, total assets, total equity, customer base, and indicators for return on equity (ROE) and return on assets (ROA). Additionally, the dataset contains a dummy variable to indicate the occurrence of a significant cyber incident in 2022.

Data Fields:

  • Year: The fiscal year for the reported data.
  • Revenue (million GBP): Total income generated from sales and other operations, measured in millions of GBP.
  • Net Profit (million GBP): The profit after all expenses, taxes, and costs, reported in millions of GBP.
  • Total Comprehensive Income (million GBP): A measure of company performance that includes net income and other comprehensive income, reported in millions of GBP.
  • Total Assets (million GBP): The total value of everything the company owns, reported in millions of GBP.
  • Total Equity (million GBP): The shareholders' equity, representing the residual interest in the assets of the company after deducting liabilities, reported in millions of GBP.
  • Customer Base (millions): The number of customers the company serves, measured in millions.
  • ROE (%): Return on Equity, calculated as (Net Profit / Total Equity) * 100, and expressed as a percentage.
  • ROA (%): Return on Assets, calculated as (Net Profit / Total Assets) * 100, and expressed as a percentage.
  • CyberIncident: A binary variable (0 or 1) indicating the occurrence of a cyber incident in the corresponding year, with ‘1’ indicating an incident and ‘0’ indicating none.

Key Insights:

  • Revenue Growth: The company has shown significant growth in revenue, particularly from 2021 onwards, reflecting a strong upward trend in business performance.
  • Profitability: After a challenging period in 2019 and 2020, the company achieved positive net profit starting in 2021, with substantial growth by 2023.
  • Operational Efficiency: The ROE and ROA values demonstrate an improving trend in the company’s efficiency in utilizing equity and assets to generate profits.
  • Customer Expansion: The customer base has expanded rapidly, tripling from 10 million in 2019 to 35 million in 2023, indicating successful market penetration and customer acquisition strategies.
  • Cyber Incident Impact: A notable cyber incident occurred in 2022, which may have influenced financial and operational metrics during that period.
  • Potential Uses:This dataset is valuable for financial analysts, researchers, and business strategists interested in understanding the financial trajectory, operational efficiency, and market growth of a company over a five-year period. It also provides insights into the impact of cyber incidents on company performance.

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