6017 - Group Project - Phase 2
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School
Fanshawe College *
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Course
6017
Subject
Geography
Date
Dec 6, 2023
Type
docx
Pages
6
Uploaded by EarlRain11944
Phase 2: Group Data Analysis Plan
Group Members: Jessy van der vaart, Maria Aguilar, Jenni Section A:
Group 3 - Phase 2 Output.spv uploaded to project submission
Section B:
Variable
Included
a mean?
Key takeaway(s) from the graph
Where do you currently live?
No
Almost all of the respondents were from Ontario. As a large portion of the company is located in the Canadian prairie provinces, representation from this area would be valuable to include if future interactions of the survey were released. Are you currently a student?
No
The majority of respondents are currently enrolled in school, with the highest amount in college
Are you an international student?
No
There are more international students who have responded to the survey than domestic
What subject are you studying, or interested in studying the most?
No
The largest percentage of respondents either study, or are interested in studying, “Commerce, management, and business administration”
How important are the following items when considering your first job?
Yes
When considering their first job, respondents choose Salary/Financial as the most important item
What is more important to you when considering your first job? Role vs Industry
Yes
When ranking the importance of role versus industry on a scale of from 0 to 10, respondents choose the middle option the most, suggesting that bother are weighted equally
Do you have a preference on where your first job is located? Rural Vs Urban
Yes
When ranking the importance of job location on a scale of from 0 to 10, respondents chose 10 the most, suggesting that the greatest preference for job location is Urban areas
Have you ever worked in the agricultural industry?
No
The majority of respondents have not worked in the agricultural industry
How interested would you be in a career in the agricultural industry?
Yes
On a 5-point Likert Scale, the largest percentage of respondents selected the neutral option - neither interested nor
uninterested
Have you ever worked in the agricultural equipment manufacturing industry?
No
The vast majority of respondents have never worked in the agricultural equipment manufacturing industry
How interested would you be in a career in the agricultural equipment manufacturing industry?
Yes
On a 5-point Likert Scale, the largest percentage of respondents selected the neutral option - neither interested nor uninterested What is your current employment status? Do not work
No
The highest percentage of respondents work part-time What is your age?
No
The largest percentage of respondents were from the 24-33 year old age group
Gender
No
A higher majority of respondents are of the female gender
Section C:
What else is important to you in your first job?
With this question, there are many varied responses, so it makes the most sense to take the top 10 answers and create a bar chart. There are also responses that are very close
to the original answers, the answers need to be cross-referenced to see if they need to be in this new bar chart.
Comment on your choice on rural vs urban
.
This question also has many varied responses. In these responses, there is important data that should be given to the client. For this, a combination of a bar chart and a short written report with quotes from respondents will be used.
Comment on your interest in working in the agricultural equipment manufacturing industry.
The responses for this question are once again varied. A small written report charting
the top ten most answered will be used. Anything not related to the question will not be included. Any negative remarks that could be useful feedback will be highlighted for the report.
What would make you more enticed to work in agricultural equipment manufacturing?
The responses to this question will be using the word cloud method, as some of the responses are repetitive and shorter in answer. The responses will also be bar chart form as well for ease visual representation. Do you have any suggestions for Agricultural Manufacturers of Canada?
The responses for this question are few and far between. Some feedback is also irrelevant to the subject matter. This could benefit from a word cloud or phrases report. That way the most common answers will be shown more prominent
Section D:
Notes statistical test that will be completed on the combinations (cross-tabulations, correlation, independent sample T-test)
Identifies cutpoint or groups to be used
Describes how the results for each test will be communicated to the reader (dialogue, chart, graph etc.)
EXHAUSTIVE list. Thoroughly plans to review data to find all possible meaningful insights for the client.
Independent Variable:
Dependent Variable(s):
Type of analysis:
Representation:
Are you currently an international student?
Have you ever worked in the agricultural equipment manufacturing industry?
Cross-tabulation
Cluster bar graph showing if there is a relationship between international and domestic students' experience with working in the agricultural equipment manufacturing industry.
Are you currently an international student?
Have you ever worked in the agricultural industry?
Cross-tabulation
Cluster bar graph showing if there is a relationship between international and domestic students' experience with working in the agricultural industry.
What subject are you studying, or interested in studying the most?
Have you ever worked in the agricultural equipment manufacturing industry?
Cross-tabulation
Cluster bar graph showing if there is a relationship between a student’s subject
area and whether or not they have experience working in the agricultural equipment manufacturing industry.
What subject are you studying, or interested in studying the most?
Have you ever worked in the agricultural industry?
Cross-tabulation
Cluster bar graph showing if there is a relationship between a student’s subject
area and whether or not they have experience working in the agricultural equipment manufacturing industry.
Gender
Have you ever worked in the agricultural Cross-tabulation
Cluster bar graph showing if there is a relationship between gender and
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equipment manufacturing industry?
experience working in the agricultural equipment manufacturing industry
Gender
Have you ever worked in the agricultural industry?
Cross-tabulation
Cluster bar graph showing if there is a relationship between gender and experience working in the agricultural industry
How interested would you be in a career in the agricultural industry?
ALL How important are the following items when considering your first job? variables
Correlation
Bar chart showing means for each if statistically significant. This will show if the items correlate to an increased interest in working in the agricultural industry
How interested would you be in a career in the agricultural equipment manufacturing industry?
ALL How important are the following items when considering your first job? variables
Correlation
Bar chart showing means for each if statistically significant. This will show if the items correlate to an increased interest in working in the agricultural equipment manufacturing industry
How interested would you be in a career in the agricultural industry?
Do you have a preference on where your first job is located? Rural Vs
Urban
Correlation
Bar chart showing means for each if statistically significant. This will show if an interest in working in the
agricultural industry correlates to a particular preference for job location
How interested would you be in a career in the agricultural equipment manufacturing industry?
Do you have a preference on where your first job is located? Rural Vs
Urban
Correlation
Bar chart showing means for each if statistically significant. This will show if an interest in working in the
agricultural equipment manufacturing industry correlates to a particular preference for job location
How interested would you be in a career in the agricultural industry?
What is more important to you when considering your first job? Role vs Industry
Correlation
Bar chart showing means for each if statistically significant. This will show if an interest in working in the
agricultural industry correlates to a particular inclination towards either role or industry
How interested would you be in a career in the agricultural equipment manufacturing industry?
What is more important to you when considering your first job? Role vs Industry
Correlation
Bar chart showing means for each if statistically significant. This will show if an interest in working in the
agricultural equipment manufacturing industry correlates to a particular inclination towards either role or industry
Are you currently a student?
(Cut point - 5)
ALL How important are the following items when considering your first job? variables
T-Test
Run an Independent Samples Test to see which variables are statistically significant and then generate a Bar chart showing means for those that are. Are you currently a student?
(Cut point - 5)
- ALL How important are the following items when considering your first job? Variables
- What is more important to you when considering your first job? Role vs Industry
- Do you have a preference on where your first job is located? Rural Vs
Urban
T-Test
Run an Independent Samples Test to see which variables are statistically significant and then generate a Bar chart showing means for those that are. Do you have a preference on where your first job is located? Rural Vs
Urban
What is your age?
What would make you more enticed to
work in agricultural equipment manufacturing?
T-test
Are you currently a student?
How interested would you be in a T-test
Using a bar graph to see if education status impacts
career in the agricultural industry?
the interest in the agricultural industry
T-test - a test when one variable is nominal or ordinal and the other is scale
Cross Tab - testing nominal/ordinal against another nominal/ordinal
Section E: Dataset Manipulation
The dataset manipulation can influence the result in converse and inverse relying upon the method of control so we might want to do a split control on how interested someone would be in a career in the agricultural manufacturing industry as by parting this would decipher the insights about the selection of individuals by means of results of Good Vibes.
On the other hand, remembering an end question about the client's mindfulness for knowledge about agricultural careers in view of regardless of whether the client is familiar with will save time on review and direct the client to the end pamphlet about the agricultural industry and connect them to a superior plan to use since the overview of individuals who don't have a clue about the agricultural industry and business will mislead. This likewise dodges the skip question part and leads to better examination in the event of interests and recommendations.
Computing and recording of another variable as virtual entertainment. Figuring another variable as the arrangement of best career ways of reaching them will be a superior use to run an examination in view of the approach to advancing alongside virtual entertainment.
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