Data Analysis

1) What is the variation in temperature across different regions?

The graph demonstrate that there's a noticeable change in climate for some areas. The colder months (from November to February) are getting warmer. The difference is big, about 5°C, when we look at different regions.

2) Which type of Cancer is most prevalent among patients?

The graphs indicate that patients with the metastatic cancer code C773 and the breast cancer code C50919 are the most prevalent.

3) What is the most preferred payer type of the patients?

The data reveals that the majority of patients are categorized under the 'Commercial' payer type.Additionally, 13% of the patients are uninsured, which aligns closely with the average percentage of uninsured individuals, recorded at 8.56%, in the health_uninsured column. 

4) How does the poverty rate in a patient’s area affect the time taken to diagnose metastatic cancer?

The chart reveals that areas with higher poverty rates generally face longer delays in diagnosing metastatic cancer. This suggests potential disparities in healthcare access or outcomes related to socioeconomic status, with patients in poorer areas possibly experiencing extended delays in receiving a cancer diagnosis.