Hello,
As an experienced data analyst with expertise in statistical methods, I can provide a comprehensive analysis of your patient records to deliver meaningful insights. I will apply advanced statistical tools to identify patterns, trends, and anomalies while presenting the findings clearly and concisely.
First, I will clean and preprocess the dataset using Python with libraries such as Pandas for data manipulation and NumPy for handling numerical operations. I will address missing values, remove duplicates, and ensure data integrity for accurate analysis.
Next, I will perform exploratory data analysis (EDA) using Matplotlib and Seaborn to visualize data distributions, identify outliers, and understand underlying patterns.
For statistical analysis, I will leverage tools like SciPy and Statsmodels for hypothesis testing, correlation analysis, and regression modeling. Techniques such as ANOVA, Chi-Square Tests, and t-tests will be employed to uncover relationships between variables and identify key trends.
Finally, I will summarize the findings with interactive dashboards using Tableau or Power BI, ensuring the results are accessible, visually appealing, and actionable for informed decision-making. A detailed report will also be provided, highlighting critical insights derived from the analysis.
'Hire Me' to receive results that meets your needs and exceeds your expectations.
Best Regards,
Aneesa