### Possible techniques, in addition to studying the problem and drawing your conclusions:
```
One hot encoding
Label encoding
Get dummies
PCA
Consumption of external API and / or web scraping
Regression
```
### Possible regression models:
```
LinearRegression
DecisionTreeRegressor
KNeighborsRegressor
GradientBoostingRegressor
RandomForestRegressor
```