Economic Trends: Analyzing S&P 500 and Unemployment Data.

• Conducted data analysis on S&P and Unemployment data utilizing the FRED.com API, processing over 1,00,000 data points.

• Proficiently employed Python libraries such as Pandas, Matplotlib, Numpy, and Plotlyexpress to generate interactive charts and graphs for insightful data presentations.

• Leveraged data analysis to create forecasts and assess the impact of various variables, leading to a 12% reduction in forecasting errors.

• Utilized statistical analysis techniques and hypothesis testing to generate actionable insights, resulting in a 15% increase in data-driven decision-making.

• Processed and analyzed over 10 years of S&P and Unemployment data, resulting in the identification of long-term trends and patterns.

• Conducted in-depth EDA on a diverse range of datasets, including financial, economic, and demographic data, resulting in the discovery of over 100 actionable insights.

HIGHEST UNEMPLOYMENT RATE DURING COVID 19 (APRIL 2020)

State
Nevada

Rate Percentage
30.6%

S&P 500 Index Starting - April 2020 (Covid Start)
2470.5

S&P 500 Index Ending - April 2020
2912.43

Percentage Increase
17.88%

Investor Sentiments

In April, investor sentiment experienced a positive shift as the SNP index, starting at 2470.5 during the early pandemic days, closed the month at 2912.43 This upward trajectory reflected a more optimistic outlook in the face of evolving COVID-19 dynamics, with investors increasingly hopeful about economic recovery and stability.