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python analysis

Job Description:

Download the dataset csv file online. The documentation for this dataset is here: [login to view URL]

Use Python to answer the questions. You can also refer to the documentation in the link above.

1. Understanding the data:

a. What does one row/record of the data represent?

b. How many columns are there and (in your own words) briefly describe the information it stores?

2. For this dataset, how many columns are:

a. Integer type?

b. String type?

c. Float type?

d. Boolean?

3. What is the cardinality for the columns:

a. ethnicity?

b. score?

c. education?

4. Which columns should be formatted as Boolean type but are not? Explain why they are not.

5. How many missing values are there per field?

6. How many total values are there for each unique value of the following columns:

a. gender

b. home

c. fcollege

d. mcollege

7. Use the groupby function to answer the following questions:

a. There are two columns that capture if the mother or father was a college graduate. Find the number of students that had every possible combination. (i.e. both parents were college graduates, only the mother, only the father, or neither were college graduates)

b. For each possible “home” response, what is the average distance?

c. For each possible “region” and “home”, what is the average tuition?

d. For each possible “income” level, what is the average wage?

8. Comparisons

a. How many students lived more than 10 miles from the 4-year college?

b. How many students lived less than 10 miles from the 4-year college and family had “low” income?

c. How many students had both parents graduate from college and had high income levels?

Kĩ năng: Python, Kiến trúc phần mềm, Statistics, Lập trình C++, Lập trình C

Về khách hàng:
( 4 nhận xét ) DeKalb, United States

ID dự án: #34743714

Được trao cho:

(9 Đánh Giá)
3.4

14 freelancer chào giá trung bình₹2529 cho công việc này

WycOj

EXPERT IN PYTHON Hello there, I can help you in python projects, numpy, scikit-learn, pandas, matplotlib, analysis of data, Data visualization, correlation and regression, machine learning, python script, and related f Thêm

₹7000 INR trong 2 ngày
(114 Nhận xét)
6.5
ringku740

Hello, I am currently pursuing a PhD at CAS, Beijing. I completed bachelor's and master’s degrees in Statistics and Data science respectively. Having 10+ years of experience in the area of statistical and machine learn Thêm

₹5000 INR trong 3 ngày
(71 Nhận xét)
5.9
JaibhanSinghGaur

Greetings, I have gone through your project description. I find myself as a perfect fit for this job. I am working as a Python Developer from last 2 year. Some of my expertise is in the fields: 1. Web Scraping/Web Au Thêm

₹2000 INR trong 3 ngày
(51 Nhận xét)
4.8
gautamavisek

Hi, I am familiar with Python and Statistics. Your requirement can be done in a day. Reach me out! Thank you

₹3000 INR trong 1 ngày
(7 Nhận xét)
2.7
redxroy587

because i think i am good devloper, team player and a hard-working boy . basically . i am good lerner so, i think i can adjust my self in any kind of surrouhnding and learn whtever tecnology you need or whatever y Thêm

₹1750 INR trong 7 ngày
(0 Nhận xét)
0.0
rizwan733733

Hello Dear, I have read project description and I can deliver your project within your given time frame because I have tremendous experience in such projects so you can contact me for further discussion.

₹1750 INR trong 1 ngày
(0 Nhận xét)
0.0
Rakibul545

I have years of work experience in Machine Learning and Data analysis. I can do the python program to answer all of your questions. As I always do, I will comment on each portion of the code to clearly understand how t Thêm

₹2000 INR trong 7 ngày
(0 Nhận xét)
0.0
awaishanif11

Hi! I am a data scientist and I have done quite a lot of data exploration work in my projects, I am confident that I'll be able to do your task efficiently, kindly respond so we can further discuss. Thanks

₹2000 INR trong 3 ngày
(0 Nhận xét)
0.0
YarikMsafiri

Hello, I can help you analyze the data which you have in your homework using python.I can do this fast as possible but I have few doubt's here and there so please message me. Thanks

₹1650 INR trong 2 ngày
(0 Nhận xét)
0.0
mohd25naseem

Hey there! I am an expert in python and I can do this work in a day. I can assure you 100% original and plagiarism work. Kindly contact me in chat. Regards

₹2000 INR trong 1 ngày
(0 Nhận xét)
0.0