TerraFirma Agritech is a farming company trying to improve the yield of its tomato crop. The

development scientists at TerraFirma can manipulate the following variables to try to improve crop

yield:

Light intensity

$-$Watering frequency

Nutrient concentration in the feed water

Soil pH level

Air humidity

Greenhouse temperature

You just joined TerraFirma, and the development scientists have asked for your help.

In 'tomatoes.csv$,$ each row contains an experiment that the development scientsts have already

run.

In a python dupyter notebook or python file, complete the following tasks:

Create a plot that shows how crop yield varies with temperature

Create a heatmap showing the strength of correlations between all of the variables. What do you

learn from this heatmap?

Create a model that predicts crop yield. Please opt for something simple here!