The maximum temperature is simply the highest observed temperature on a given date measured in Fahrenheit.
Based on this data, there appears to be a relationship between a city's latitude and its maximum temperature on June 25, 2019. There is a strong negative correlation between distance from the equator and temperature, i.e., as you get further away from the equator, a city's maximum temperature gets lower.