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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