Use Case
Data facts of 2024 Fortune 1000 Companies
Yulu
Sep 2, 2024
Examining the 2024 Fortune 1000 Companies is essential for gaining insights into the U.S. business landscape. This annual list, compiled by Fortune magazine, ranks the largest American companies based on revenue from core operations. It provides a comprehensive view of economic trends, industry leaders, and emerging players. Since each company operates in the U.S. and submits detailed financial reports, the Fortune 1000 serves as a vital resource for analyzing corporate performance and market shifts.
Source: kaggle
Relevant inquiries provoded by Powerdrill AI:
Q1.What is the distribution of companies across different sectors?
Q2.How does the profitability status ('yes' or 'no') vary across different industries?
Q3.Is there a correlation between the number of employees and the market capitalization of the companies?
Q4.How does the presence of a female CEO impact the profitability and market capitalization of the companies?
Q5.What is the trend in revenue percent change across different sectors?
Q6.Are there any notable differences in the average profits between companies with and without job growth?
Q7.Which sectors have the highest representation in the 'World's Most Admired Companies' list?
Q8.What are the top 10 companies by market capitalization, and what are their key financial metrics?(by March 28 2024)
Q1.What is the distribution of companies across different sectors?
Overview: The distribution of companies across different sectors is visualized using a bar chart. The chart illustrates the number of companies in each sector, providing a clear view of how companies are spread across various industries.
Key Insights:
Financials Sector:
Number of Companies: 163
Observation: The Financials sector has the highest number of companies, indicating a significant presence in the market.
Technology Sector:
Number of Companies: 115
Observation: The Technology sector is the second largest, showcasing the importance and growth of tech companies.
Energy Sector:
Number of Companies: 107
Observation: The Energy sector also has a substantial number of companies, reflecting its critical role in the economy.
Health Care Sector:
Number of Companies: 80
Observation: The Health Care sector has a notable number of companies, emphasizing its essential nature.
Retailing Sector:
Number of Companies: 72
Observation: The Retailing sector is well-represented, highlighting the diversity and consumer demand in this area.
Other Sectors:
Industrials, Transportation, Engineering & Construction, Hotels, Restaurants & Leisure, Media, Household Products, Apparel, Telecommunications: These sectors have fewer companies compared to the top five but still play vital roles in the overall market landscape.
Conclusion: The distribution of companies across different sectors shows a diverse market with a significant concentration in the Financials, Technology, and Energy sectors. This distribution highlights the varying levels of industry presence and the importance of each sector in the economy.
Q2.How does the profitability status ('yes' or 'no') vary across different industries?
Overview:The analysis focuses on the profitability status ('yes' or 'no') of companies across various industries. The data includes the count of companies that are profitable and non-profitable within each industry.
Key Insights
General Trends:
Aerospace & Defense: This industry has a higher number of profitable companies (16) compared to non-profitable ones (3).
Advertising, Marketing: There are more profitable companies (3) than non-profitable ones (2).
Airlines: This industry shows a higher count of non-profitable companies (4) compared to profitable ones.
Visualization Insights:
The bar chart illustrates the count of profitable and non-profitable companies across various industries.
Industries such as Chemicals, Food Production, and Pharmaceuticals show a significant number of profitable companies.
Some industries, like Mining, Crude-Oil Production, and Oil and Gas Equipment Services, have a noticeable number of non-profitable companies.
Conclusion:The profitability status varies significantly across different industries. Certain industries, such as Aerospace & Defense and Pharmaceuticals, tend to have a higher number of profitable companies. In contrast, industries like Airlines and Oil and Gas Equipment Services show a higher count of non-profitable companies. This variation highlights the diverse financial health and market conditions prevalent in different sectors.
Q3.Is there a correlation between the number of employees and the market capitalization of the companies?
Correlation Coefficient:
Value: 0.363133
Insights:
Positive Correlation: The correlation coefficient of 0.36 indicates a moderate positive relationship between the number of employees and the market capitalization of the companies. This suggests that, generally, as the number of employees increases, the market capitalization tends to increase as well.
Strength of Relationship: While the correlation is positive, it is not very strong. A coefficient closer to 1 would indicate a stronger relationship. Therefore, other factors might also significantly influence market capitalization.
Conclusion: There is a moderate positive correlation between the number of employees and the market capitalization of the companies, implying that companies with more employees tend to have higher market capitalizations, although the relationship is not very strong.
Q4.How does the presence of a female CEO impact the profitability and market capitalization of the companies?
Comparison of Average Profitability:
Companies with Female CEOs: The average profitability is $17,541.54 million.
Companies without Female CEOs: The average profitability is $27,256.18 million.
Comparison of Average Market Capitalization:
Companies with Female CEOs: The average market capitalization is $33,864.23 million.
Companies without Female CEOs: The average market capitalization is $52,575.39 million.
Insights
Profitability:
Companies without female CEOs have a higher average profitability compared to those with female CEOs. The difference in average profitability is approximately $9,714.64 million.
Market Capitalization:
Similarly, companies without female CEOs also have a higher average market capitalization. The difference in average market capitalization is approximately $18,711.16 million.
Visualization
The bar chart provided visually represents these differences, showing that both profitability and market capitalization are higher for companies without female CEOs compared to those with female CEOs.
Conclusion
The presence of a female CEO appears to be associated with lower average profitability and market capitalization in the companies analyzed. This observation could be influenced by various factors, including industry type, company size, and market conditions, which would require further investigation to understand the underlying causes.
Q5.What is the trend in revenue percent change across different sectors?
Overview
The analysis of the 'Sector' and 'RevenuePercentChange' columns reveals the variability and distribution of revenue percent change across different sectors. The data includes 21 sectors with varying average revenue percent changes.
Key Insights
1. High Variability in Revenue Percent Change:
The mean average revenue percent change across sectors is 8.21% with a standard deviation of 18.17%.
The minimum average revenue percent change is -10.05% (Chemicals), and the maximum is 80.64%.
2. Sectors with Positive Revenue Growth:
Aerospace & Defense: Highest average revenue percent change at 14.84%.
Business Services: Moderate growth with an average of 7.24%.
Technology and Telecommunications: Also show positive growth trends.
3. Sectors with Negative Revenue Growth:
Chemicals: The only sector with a significant negative average revenue percent change at -10.05%.
Energy: Slightly negative at -3.23%.
4. Distribution and Variability:
The box plot visualization indicates that sectors like Wholesalers, Transportation, and Telecommunications have higher variability in revenue percent change.
Sectors such as Apparel and Aerospace & Defense show less variability, indicating more consistent performance.
Conclusion
The trend in revenue percent change across different sectors shows significant variability. While some sectors like Aerospace & Defense and Business Services exhibit strong positive growth, others like Chemicals and Energy face challenges with negative growth. The box plot visualization highlights the distribution and variability, providing a clear picture of sector performance in terms of revenue percent change.
Q6.Are there any notable differences in the average profits between companies with and without job growth?
Average Profits for Companies with Job Growth:
Average Profits: $1764.16
Average Profits for Companies without Job Growth:
Average Profits: $1995.17
Insights
Notable Differences:
Higher Profits without Job Growth: Companies without job growth have higher average profits ($1995.17) compared to those with job growth ($1764.16).
Profit Difference: The difference in average profits between the two groups is $231.01, indicating that companies without job growth tend to be more profitable on average.
Conclusion
There is a notable difference in average profits between companies with and without job growth, with companies without job growth showing higher average profits.
Q7.Which sectors have the highest representation in the 'World's Most Admired Companies' list?
Top Sectors by Number of Companies:
Insights:
Business Services leads with the highest number of companies, indicating a strong presence and possibly a high level of admiration in this sector.
Energy and Aerospace & Defense also show significant representation, suggesting these sectors are well-regarded.
Chemicals and Apparel have fewer companies but still make the list, indicating niche admiration within these industries.
Statistical Summary:
Mean Number of Companies: 11.10
Standard Deviation: 9.42
Minimum: 1 company
Maximum: 37 companies
This analysis highlights the sectors with the most admired companies, providing insights into industry reputation and prominence.
Q8.What are the top 10 companies by market capitalization, and what are their key financial metrics?(by March 28 2024)
1. Microsoft
Market Capitalization: $3,126,133 million
Revenues: $211,915 million
Profits: $72,361 million
Assets: $411,976 million
2. Apple
Market Capitalization: $2,647,970 million
Revenues: $383,285 million
Profits: $96,995 million
Assets: $352,583 million
3. Nvidia
Market Capitalization: $2,258,900 million
Revenues: $60,922 million
Profits: $29,760 million
Assets: $65,728 million
4. Alphabet
Market Capitalization: $1,884,630 million
Revenues: $307,394 million
Profits: $73,795 million
Assets: $402,392 million
5. Amazon
Market Capitalization: $1,873,680 million
Revenues: $574,785 million
Profits: $30,425 million
Assets: $527,854 million
Summary Statistics
Average Market Capitalization: $1,586,899.50 million
Average Revenues: $234,705.31 million
Average Profits: $50,753.14 million
Average Assets: $707,239.43 million
Insights
Market Capitalization
The highest market capitalization is held by Microsoft at $3,126,133 million.
The lowest market capitalization among the top 10 is $576,938.40 million.
Revenues
Amazon has the highest revenues at $574,785 million.
The lowest revenues among the top 10 is $34,124.10 million.
Profits
Apple leads in profits with $96,995 million.
The lowest profits among the top 10 is $5,240.40 million.
Assets
The company with the highest assets is Amazon with $3,875,393 million.
The lowest assets among the top 10 is $64,006.30 million.
These metrics provide a comprehensive overview of the financial health and market position of the top 10 companies by market capitalization.