1. Using the Sankey_Data.csv dataset, create a snakey diagram.

2. Write an interpretation.

#The Sankey diagram highlights the distribution of layoffs across various job types at major companies, revealing patterns in where companies are cutting back.

Company-Specific Observations:

1.Amazon: The layoffs at Amazon were particularly concentrated in software engineering and data science roles, hinting at a potential strategic shift away from these areas.

2.Meta: Similar to Amazon, Meta’s layoffs impacted software engineering and data science. However, they also reduced their marketing workforce, suggesting a broad scaling back of operational expenses.

3.Twitter: Twitter’s layoffs mirrored those at Amazon, with significant cuts in technical roles like software engineering and data science.

4.Microsoft: Layoffs at Microsoft were more evenly spread, affecting multiple departments, including software engineering, data science, and marketing, which may indicate a balanced approach to workforce reduction across teams.

Additional Insights:

While not as heavily impacted, HR & Talent Sourcing roles saw some layoffs, which may indicate decreased hiring plans in the near future. Cloud & Data Centers had minimal layoffs, possibly highlighting that these roles remain essential to operations and are less vulnerable to cutbacks.

Overall, the pattern suggests that companies are prioritizing cuts in technical and analytical roles while preserving essential infrastructure roles, aligning their workforce with evolving business strategies.