Humidity


Examining the scatter plot, it is difficult to find any obvious correlation between latitude and humidity. The percentages of humidity appear to be much more clustered in a 60% or higher range as cities are located closer to the equator.

Statistical Analysis


Northern Hemisphere

The statistical analysis for the northern hemisphere produced a low R-squared value of 0.018.

Southern Hemisphere

For the southern hemisphere, the R-squared value was only 0.0097. The nearly horizontal linear regression line additionally indicates a poor correlation between humidity percentage and latitude.

Conclusion


Overall, only marginal proportions of variation in humidity can be attributed to the latitude.

Visualizations


Latitude vs. Max Temperature Latitude vs. Humidity Latitude vs. Cloudiness Latitude vs. Wind Speed