The temperature in August usually is the hottest weather in Shanghai. It would possible to predict January next year would have a colder or warmer winter.
FInd the data for january and August each year, and find the relationship of the previous year data of January to have a predict of the temperature of August in the following year. The goal of this is to find the relationship from January and August.
If we find the relationship bewtween the temperature of January and the following August in next year, we can have a prepare for the next year's winter. If we have a really hot summer in Shanghai this year, then we shoulf expect to have a really cold winter in the coming up year in January.
We will use the dataset from weather underground to observe the temperature of August and January in different years. The dataset include:
| Temperature (°F) | Max | Average | Min |
|---|---|---|---|
| Max Temperature | 102 | 95.72 | 77 |
| Avg Temperature | 92.63 | 87.88 | 77 |
| Min Temperature | 86 | 81.69 | 73 |
| Dew Point (°F) | 82 | 75.94 | 64 |
| Wind (mph) | 27 | 8.65 | 0 |
| Gust Wind | 47 | 0.33 | 0 |
| Sea Level Pressure (in) | 29.93 | 29.72 | 29.55 |
Right now, we haven't decided how to use all the data to predict the temperature for August. There are several different version of temperature. We should decided which one would have the most accurate for predicting the relationship with the temperature for August. Also, we haven't found any relationship with wind and sea level pressure and how to deal with it. To have more accuarte result, we would go over more data to find the relationships.
We would make these data into a plot figure, which people can have a directly see the relationship between the August and January temperature.