Question: 1. How to make code in python/jupiter notebook to removed any duplicates, missing values, or outliers from the dataset? 2. How to make a code

1. How to make code in python/jupiter notebook to removed any duplicates, missing values, or outliers from the dataset? 2. How to make a code in python/jupiter notebook for summary statistics and descriptive charts to show the basic characteristics and distribution of the data?

work_year experience_level employment_type job_title salary salary_currency salary_in_usd employee_residence remote_ratio company_location company_size
2023 SE FT Principal Data Scientist 80000 EUR 85847 ES 100 ES L
2023 MI CT ML Engineer 30000 USD 30000 US 100 US S
2023 MI CT ML Engineer 25500 USD 25500 US 100 US S
2023 SE FT Data Scientist 175000 USD 175000 CA 100 CA M
2023 SE FT Data Scientist 120000 USD 120000 CA 100 CA M
2023 SE FT Applied Scientist 222200 USD 222200 US 0 US L
2023 SE FT Applied Scientist 136000 USD 136000 US 0 US L
2023 SE FT Data Scientist 219000 USD 219000 CA 0 CA M
2023 SE FT Data Scientist 141000 USD 141000 CA 0 CA M
2023 SE FT Data Scientist 147100 USD 147100 US 0 US M
2023 SE FT Data Scientist 90700 USD 90700 US 0 US M
2023 SE FT Data Analyst 130000 USD 130000 US 100 US M
2023 SE FT Data Analyst 100000 USD 100000 US 100 US M
2023 EN FT Applied Scientist 213660 USD 213660 US 0 US L
2023 EN FT Applied Scientist 130760 USD 130760 US 0 US L
2023 SE FT Data Modeler 147100 USD 147100 US 0 US M
2023 SE FT Data Modeler 90700 USD 90700 US 0 US M
2023 SE FT Data Scientist 170000 USD 170000 US 0 US M
2023 SE FT Data Scientist 150000 USD 150000 US 0 US M
2023 MI FT Data Analyst 150000 USD 150000 US 100 US M
2023 MI FT Data Analyst 110000 USD 110000 US 100 US M
2023 SE FT Research Engineer 275000 USD 275000 DE 0 DE M
2023 SE FT Research Engineer 174000 USD 174000 DE 0 DE M
2023 SE FT Analytics Engineer 230000 USD 230000 GB 100 GB M

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Q:

Assignment I: Data Exploration & Visualization For this assignment, you will use the file lobsterland.csv, which can be found on our course Blackboard page. Once you have completed this assignment,...

Q:

Exploratory Data Analysis Introduction This chapter will show you how to use visualisation and transformation to explore your data in a systematic way, a task that statisticians call exploratory data...

Q:

Task 1 : Exploratory Analysis Using the Pandas DataFrame inventory _ purchases _ df , employ SweetViz, a Python library designed for initial data exploration and profiling. We used SweetViz in a...

Q:

Need help with a small music recommendation system project in python? Music Recommendation System Milestone 1 Problem Definition The context: Why is this problem important to solve? The objectives:...

Q:

project for my Python class. These are the requirements for the project. I'm asking for guidance on how I should start and present my dataset. This is my dataset -...

Q:

1 2 3 4 7 8 9 12 13 14 15 16 17 18 19 20 21 22 23 24 28 29 30 31 38 40 41 44 47 48 49 50 51 62 63 64 66 67 68 69 70 71 73 74 76 77 78 79 80 81 82 85 86 87 88 89 90 91 92 93 94 95 99 100 101 104 105...

Q:

Instructions: 1 ) The . ipynb file shall include not only the source code but also necessary plots / figures and discussions which include your observations, thoughts, and insights. 2 ) Please avoid...

Q:

Problem Statement The retail marketing department of a bank is planning to develop campaigns that more effectively target potential loan customers. The goal is to increase the conversion rate with...

Q:

Problem Statement The retail marketing department of a bank is planning to develop campaigns that more effectively target potential loan customers. The goal is to increase the conversion rate with...

Q:

1 ITIB 4 1 3 4 Programming for Data Analytics Assignment Guidelines and Rubrics Assignment 2 2 0 % Start: Week 7 Due Date ( s ) : Week 1 3 Learning Outcomes CLO 3 : Apply pandas to extract, filter,...

Q:

Suppose that the coupon rate of a floating-rate security resets every six months at a spread of 70 basis points over the reference rate. If the bond is trading at below par value, explain whether the...

Q:

Is it possible for an open organ pipe and a closed organ pipe, each of the same length, to produce notes of the same frequency? Justify your answer.

Q:

Question Content Area Which of the following statements is a formal presentation of the accounting equation? a . statement of cash flows b . income statement c . statement of owner's equity d ....

Q:

P-1) (100 Pts.) A chemical manufacturing company (CMC) has a contract for the procurement of the neccssaly chemicals from four suppliers. The chemicals purchased from Supplier A are priced at $20...

Q:

5. Consider a scene from a favorite film or novel. Imagine how it would change if you had not seen the rest of the film or read the entire novel. Would you come away from it with the same meaning if...

Q:

4. Describe two communication situations, one in which the communication was appropriate but not effective, and one in which the communication was effective but not very appropriate. Analyze these...

Q:

1. LaunchPad for Real Communication offers key term videos and encourages selfassessment through adaptive quizzing. Go to bedfordstmartins.com/ realcomm to get access to: LearningCurve Adaptive...