Question

Before drawing conclusions or making a recommendation, you will need to look for patterns and trends in the data. Write a paragraph describing the data and any patterns or trends you see for each of the three crops.

Corn
Soil pH
Soil Nutrients
Crop Impact
Environmental
Impact
Test
1
7
low
low
low
Test
2
7
mid
low
mid
Test
3
13
high low
high
Test
4
1
high low
high
Test
5
8
high low
high
Test
6
6
high
good
Very high

Soybeans
Soil ph
Soil Nutrients
Crop Impact
Environmental
Impact
7
low
low
low
7
high low high
3
4
8
mid
mid
mid
6
mid
mid
mid
5
10
mid
mid
mid
6
12
Mid
mid
mid
7
8
9
9
mid
mid
mid
8
High m-h
high

Sunflower

Soil pH
Soil Nutrients
Crop Impact
Environmental
Impact
Test
1
7
low
low
low
Test
2
7
mid
mid
mid
Test
3
5
high low
high
Test
4
9
high
low
high
Test
5
9
mid
mid
mid
Test
6
6
mid
high mid
Test
7
4
high
Mid
high
Test
8
6
high high
Very high

Answer 1

[AI-generated answer — Bot GPT 3.5]

For corn, there is a pattern of increasing soil pH and soil nutrients correlating with higher crop impact and environmental impact. Test 6 stands out as having very high impact across the board with a soil pH of 6 and high soil nutrients. This suggests that higher soil pH and nutrient levels are associated with greater impact on both the crop and the environment.

For soybeans, there is a trend of mid-range soil pH and soil nutrients resulting in mid-level crop and environmental impact. Test 8 shows high soil pH and high soil nutrients leading to high impact, indicating that extreme levels can have a negative effect on both crop production and the environment.

For sunflower, there is a mix of high and mid-range soil pH and soil nutrients resulting in varying levels of impact on the crop and the environment. Test 8 stands out with high soil pH and high soil nutrients resulting in very high impact across the board. This suggests that extreme levels of soil pH and nutrients can have a significant impact on both crop production and environmental health.