Analyze the US Manufacturing dataset and generate exactly these 5 distinct components to fill a comprehensive dashboard: 1. Executive Summary (Text Analysis): Write a concise, high-level strategic overview of the US manufacturing landscape. Calculate and bold the Total National Output, Total Plants, and Average Output per State. 2. Market Dominance (Treemap): Create a Treemap showing Total Industrial Output by State. This provides a dense, colorful visualization of market share. 3. Efficiency Matrix (Scatter Plot): Create a Scatter Plot to show the correlation between scale and revenue. - X-Axis: Total Plants - Y-Axis: Total Industrial Output 4. Market Leaders (Bar Chart): Create a simple Horizontal Bar Chart for the Top 5 States by Total Industrial Output. - Note: Use raw data (no complex calculations) to ensure the chart renders perfectly. - Sort: Descending. 5. Scale Distribution (Histogram): Create a Histogram showing the distribution of Total Plants across all states. - Purpose: To show whether the market is dominated by many small players or a few large giants. - X-Axis: Number of Plants (Bins) - Y-Axis: Frequency (Count of States).