Assignment 5 - Section-1

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

2. Write an interpretation.

##The Sankey diagram reveals the flow of layoffs from various companies to specific job types, with link widths showing layoff volumes.

Observations:

##1.Amazon: High layoffs in Others, software engineering and HR & Talent Sourcing.

##2.Meta: Cuts centered on Others, software engineering, HR & Talent Sourcing, and marketing.

##3.Twitter: Primarily impacted Others, software engineering and marketing.

##4.Microsoft: Layoffs distributed across Others, software engineering, HR & Talent Sourcing, and Program Manager.

Overall Trends:

##1.HR & Talent Sourcing & Others : Highest layoff volume across all companies.

##2.software engineering : Notably impacted, especially at Amazon, Meta, and Twitter.

##3.Others : Affected at Meta, Microsoft, Twitter and Amazon.

Additional Insights:

##1.Customer Success: Minor layoffs here, but fewer overall.