Question
The file includes randomly generated data on sunflowers of sunflowers that have been exposed to either a fertiliser treatment or no fertiliser (control). The following
The file includes randomly generated data on sunflowers of sunflowers that have been exposed to either a fertiliser treatment or no fertiliser (control). The following variables were measured for each sunflower:
?Total height of the sunflower at the end of the experiment (cm). ? Flower diameter at the end of the experiment (cm). ? Percent of total weight that is water (%).
id | treatment | height | flowerSize | wetPerc | |
1 | 1 | 0 | 84 | 14 | 93.4 |
2 | 2 | 0 | 84 | 16.7 | 92.8 |
3 | 3 | 0 | 82.3 | 13.6 | 92.8 |
4 | 4 | 0 | 72.6 | 14.6 | 93.5 |
5 | 5 | 0 | 84.1 | 17.1 | 92.4 |
6 | 6 | 0 | 85.5 | 13.6 | 92.1 |
7 | 7 | 0 | 71.3 | 17 | 92 |
8 | 8 | 0 | 73.5 | 16.1 | 93.7 |
9 | 9 | 0 | 77.7 | 13.6 | 92.8 |
10 | 10 | 0 | 79.6 | 13.8 | 93 |
11 | 11 | 0 | 77.3 | 14.3 | 92.9 |
12 | 12 | 0 | 79.6 | 13.6 | 93.3 |
13 | 13 | 0 | 74.5 | 12.5 | 93.1 |
14 | 14 | 0 | 83.9 | 14.6 | 93.8 |
15 | 15 | 0 | 88.3 | 16.8 | 93.5 |
16 | 16 | 0 | 85.8 | 17.1 | 92.6 |
17 | 17 | 0 | 78.8 | 14.5 | 92.8 |
18 | 18 | 0 | 78.6 | 17.3 | 92.3 |
19 | 19 | 0 | 78 | 11.6 | 92.6 |
20 | 20 | 0 | 85 | 15.6 | 92.9 |
21 | 21 | 0 | 89.4 | 16.6 | 93.9 |
22 | 22 | 0 | 80.5 | 16.9 | 92.6 |
23 | 23 | 0 | 76.6 | 19.6 | 93.4 |
24 | 24 | 0 | 86.8 | 12.8 | 92.8 |
25 | 25 | 0 | 90.2 | 15.1 | 93.3 |
26 | 26 | 0 | 91 | 16.4 | 93.6 |
27 | 27 | 0 | 87.5 | 17.9 | 91.5 |
28 | 28 | 0 | 71.1 | 17.7 | 92.8 |
29 | 29 | 0 | 75.7 | 16.6 | 93.9 |
30 | 30 | 0 | 81.9 | 15.2 | 92.1 |
31 | 31 | 0 | 82.6 | 15.5 | 92.7 |
32 | 32 | 0 | 76.6 | 13.9 | 92.6 |
33 | 33 | 0 | 80.3 | 17.9 | 91.9 |
34 | 34 | 0 | 71.7 | 15.4 | 93.2 |
35 | 35 | 0 | 81.5 | 16.6 | 92.3 |
36 | 36 | 0 | 89.5 | 14.8 | 93.1 |
37 | 37 | 0 | 83.8 | 15.8 | 92.4 |
38 | 38 | 0 | 75.2 | 14.6 | 93.3 |
39 | 39 | 0 | 87.5 | 17.3 | 92.7 |
40 | 40 | 0 | 83.6 | 17.2 | 92.1 |
41 | 41 | 0 | 77.5 | 16.6 | 93.3 |
42 | 42 | 0 | 83.2 | 15.4 | 93.5 |
43 | 43 | 0 | 85.7 | 12.4 | 92.2 |
44 | 44 | 0 | 73.8 | 15.6 | 92.6 |
45 | 45 | 0 | 90.4 | 16.9 | 92.5 |
46 | 46 | 0 | 84.9 | 11.2 | 92.9 |
47 | 47 | 0 | 65.1 | 13.9 | 93.8 |
48 | 48 | 0 | 72 | 14.2 | 92.2 |
49 | 49 | 0 | 85.2 | 14.5 | 93.5 |
50 | 50 | 0 | 80 | 14.4 | 93 |
51 | 51 | 1 | 95.1 | 18.5 | 92.5 |
52 | 52 | 1 | 107.5 | 17.9 | 92.6 |
53 | 53 | 1 | 93.9 | 19.8 | 92.9 |
54 | 54 | 1 | 89.4 | 17 | 93.4 |
55 | 55 | 1 | 92.3 | 20.7 | 93.3 |
56 | 56 | 1 | 95.1 | 18.2 | 93.5 |
57 | 57 | 1 | 106 | 19.2 | 93.6 |
58 | 58 | 1 | 97.2 | 19.7 | 92.8 |
59 | 59 | 1 | 95.2 | 17.8 | 93.7 |
60 | 60 | 1 | 89.9 | 18.8 | 93.1 |
61 | 61 | 1 | 97 | 17.7 | 92.5 |
62 | 62 | 1 | 115.5 | 16.9 | 93.1 |
63 | 63 | 1 | 106.9 | 19.1 | 92 |
64 | 64 | 1 | 104.3 | 17.8 | 91.7 |
65 | 65 | 1 | 107.7 | 20.8 | 94.3 |
66 | 66 | 1 | 101.1 | 14.4 | 93.3 |
67 | 67 | 1 | 92.5 | 16.8 | 94.2 |
68 | 68 | 1 | 98.6 | 20.2 | 92.8 |
69 | 69 | 1 | 99 | 18.1 | 92.6 |
70 | 70 | 1 | 101.2 | 18.1 | 93.6 |
71 | 71 | 1 | 106.7 | 18.5 | 92.6 |
72 | 72 | 1 | 101.4 | 18.1 | 92.6 |
73 | 73 | 1 | 85.5 | 19.8 | 92.5 |
74 | 74 | 1 | 104.1 | 17.6 | 93.2 |
75 | 75 | 1 | 96.5 | 13.9 | 93.2 |
76 | 76 | 1 | 105.3 | 15.8 | 92.4 |
77 | 77 | 1 | 102.9 | 19.2 | 93.2 |
78 | 78 | 1 | 98.2 | 16.8 | 92.8 |
79 | 79 | 1 | 97 | 11.7 | 93 |
80 | 80 | 1 | 90.7 | 24 | 93.6 |
81 | 81 | 1 | 95 | 19.7 | 93.3 |
82 | 82 | 1 | 93.6 | 17.7 | 93.1 |
83 | 83 | 1 | 95.9 | 17.7 | 93.4 |
84 | 84 | 1 | 106.5 | 19.2 | 93 |
85 | 85 | 1 | 87.3 | 18.8 | 92.6 |
86 | 86 | 1 | 96.4 | 19.6 | 92.4 |
87 | 87 | 1 | 97.5 | 21 | 92.7 |
88 | 88 | 1 | 107.2 | 16.9 | 93.6 |
89 | 89 | 1 | 90.8 | 18 | 92.7 |
90 | 90 | 1 | 96 | 16 | 92.8 |
91 | 91 | 1 | 99.9 | 18.3 | 93.5 |
92 | 92 | 1 | 99.9 | 21.1 | 93.6 |
93 | 93 | 1 | 105.9 | 18.4 | 92.3 |
94 | 94 | 1 | 100 | 18.2 | 93.2 |
95 | 95 | 1 | 91.7 | 14.3 | 93 |
96 | 96 | 1 | 93 | 20.9 | 92.7 |
97 | 97 | 1 | 93 | 17.3 | 94.1 |
98 | 98 | 1 | 105.5 | 19.3 | 93.3 |
99 | 99 | 1 | 104.9 | 15.1 | 92.1 |
100 | 100 | 1 | 92.3 | 13.7 | 94.1 |
import it into R Question: Does fertilisation improve the growth of sunflowers?
? Create specific hypotheses based on the above question and relevant variables (you should not test a variable that is not expected to change with fertilisation). ? Analyse any associations you would expect if this hypothesis were true (do not run tests that are irrelevant to your hypothesis). ? Use ggplot to graph the distribution and central tendency of variables you use in your analysis in a clean and clear format. ? Use ggplot to visualise the association from your analysis in a clean and clear format.
Introduction
[Concisely introduce the introduction and justification for your hypothesis]
Hypotheses:
H0:
HA:
Methods
[Which analyses is used. Concisely justify the use of the analysis]
Results
[Explain results clearly and include the appropriate statistics]
[Include clear graphs - large enough to be easily read]
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