Question: run a bivariate correlation using Mary's volunteer profile data. Examine if there is a statistically significant correlation between the age of the volunteers and the

run a bivariate correlation using Mary's volunteer profile data.

  • Examine if there is a statistically significant correlation between the age of the volunteers and the number of hours they are willing to volunteer.
  • Write a research question as well as a null and alternative hypothesis.
  • Create a scatterplot.
  • Run a Pearson's r correlation.
  • Determine if the correlation is statistically significant.
  • Show your
    • scatterplot
    • correlation, and
    • p-value.
  • Interpret the results and report your findings. What do you know about Mary's volunteers from your analysis?

use Mary's volunteer profile data to run chi-square analysis.

  • Mary first wants to know if there is a relationship between gender and region.
  • Also, she wants to know if there is a relationship between gender and income.
  • Write a research question and write hypotheses that you can test to answer Mary's questions.
  • Determine if there is a relationship between dummy gender (0=male, 1=female) and region (E_W; where 1=East, 2=West) by running Chi-square. Be sure you're selecting the correct variable (E_W).
  • Determine if there is a relationship between dummy gender and income (where <11 is low and>=11 is high) by running Chi-square.
  • For each question, convert values to labels
    • create a contingency table,
    • calculate the expected frequencies,
    • p-value, and
    • chi-square statistic.
  • Interpret the results and report your findings.

Submit one Excel workbook with both parts included in separate workbooks (tabs). If your output shows values with a letter E, you may need to change the format of the cell from general to number.

Please create excel sheet

volunter_id age hours_week gender region income filter_$ E_W dummy_gender
1 37 9 2 3 8 1 1 0
2 40 15 2 1 14 1 2 0
3 31 9 2 3 7 1 2 0
4 38 6 1 4 6 1 1 1
5 68 5 1 4 8 1 2 1
6 29 6 1 2 9 1 2 1
7 61 12 1 1 8 1 2 1
8 47 9 1 3 10 1 2 1
9 58 6 2 1 8 1 1 0
10 28 4 1 4 5 1 1 1
11 53 6 1 4 10 1 2 1
12 77 10 1 2 12 1 2 1
13 29 6 1 4 9 1 2 1
14 31 14 1 3 10 1 2 1
15 57 15 1 4 16 0 2 1
16 28 8 1 2 11 0 1 1
17 64 17 1 4 18 1 1 1
18 19 10 1 3 13 1 1 1
19 32 10 1 4 8 0 2 1
20 51 18 2 4 15 1 2 0
21 62 18 1 2 19 1 1 1
22 43 12 1 3 10 0 2 1
23 66 8 1 4 12 1 2 1
24 57 13 1 4 9 1 2 1
25 68 14 1 4 10 1 2 1
26 48 7 1 4 10 0 2 1
27 50 10 1 2 12 1 1 1
28 22 13 1 3 10 1 2 1
29 29 14 2 2 16 1 1 0
30 50 6 1 1 11 0 1 1
31 42 8 1 1 11 1 1 1
32 64 5 2 2 7 1 2 0
33 65 22 1 1 18 1 1 1
34 77 20 2 2 20 1 2 0
35 30 6 1 4 6 0 2 1
36 20 4 1 1 8 0 1 1
37 32 5 1 3 4 0 2 1
38 63 14 2 1 15 1 1 0
39 45 15 1 1 15 1 1 1
40 31 9 1 3 9 1 2 1
41 28 3 2 1 2 1 2 0
42 29 3 2 3 3 0 2 0
43 30 14 1 3 9 1 2 1
44 41 5 1 4 9 1 2 1
45 21 15 2 3 17 1 2 0
46 22 14 2 3 9 0 2 0
47 32 5 2 3 4 1 2 0
48 62 8 2 2 11 1 1 0
49 43 12 1 3 8 0 2 1
50 41 4 1 4 6 1 2 1
51 66 17 2 3 19 1 2 0
52 60 6 1 3 8 0 2 1
53 41 8 2 1 9 1 1 0
54 42 12 1 3 9 1 2 1
55 53 14 1 4 8 1 2 1
56 76 14 2 2 10 1 2 0
57 64 15 1 2 18 1 1 1
58 51 15 2 4 11 0 2 0
59 43 8 2 2 9 1 1 0
60 63 12 2 1 9 0 2 0

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