We have chosen the dataset related to various career fields in different emirates in various years. We will explore the various career opportunities to find deeper insights.
We have chosen this dataset because employment is the primary concern in any nation. It is necessary for the government to keep a check on various career opportunities throughout.
As far as columns and rows are concerned, our dataset has various meaningful data columns that provide data related to the nationality of citizens, career field, year, emirate, type of sector, etc. Our dataset has 730 rows in total.
Codes of Employment Trends Of Private & Government Sector in UAE | Data Analysis
We are importing multiple libraries such as pandas, seaborn, matplotlib
We are reading the data using the pandas library to read the excel data. We have used the read_excel( ) function to read the excel file data.
We have displayed the data as we can see above
We do all types of final year projects contact us on WhatsApp at +91-9760648231.
We do other programming and IT industry-related projects as well.
Next is data cleaning for which we have used dropna( ) function. We have dropped the rows and columns that have all the values as null.
We have printed the dimensions of the data. We can see that many null columns are dropped(that had all the values as null).
In the above screenshot, we are using the info ( ) function to print the non null count and data type of each column
Employment Trends Of Private & Government Sector in UAE | Data Analysis
In the above piece of code, we are using countplot ( ) function where we have passed nationality on the y-axis. We can see that our dataset has more records for “national” people.
In the above piece of code, we are using countplot ( ) function where we have passed the year on the y-axis. We can see that year 2012 had the minimum number of employees whereas the year 2013 has the highest number of males. The year 2014 and 2015 has an equal number of males and females.
We are grouping the data on the basis of emirates using the group_by ( ) function. We are calculating the mean value column for each emirate group.
In the above piece of code, we are using the lineplot ( ) function where we have passed the value on the y axis. We can see that the “health authority” emirate has a high average value.
Employment Trends Of Private & Government Sector in UAE | Data Analysis using Python Project and final year project and assignment of ML, Ai, and Data Science.
In the above piece of code, we are using countplot ( ) function where we have passed sex_EN on y-axis. We can see that our dataset has more records for “male” individuals.
In the above piece of code, we are using the scatterplot ( ) function where we have passed nationality on the y-axis. We can see that our dataset has more records for “national” people. We are using xticks to rotate the orientation of y-axis labels.
We are grouping the data on the basis of sector_EN using the group_by ( ) function. We are considering the max of value column for each sector group.
Employment Trends Of Private & Government Sector in UAE | Data Analysis
We are first, filtering the data for all the females in the private and government sectors. We are using the countplot ( ) function where we have passed the sector on the y-axis. We can see that the government sector has more females than the private sector.
- Flower classification using CNN
- Music Recommendation System in Machine Learning
- Create your own ChatGPT with Python
- Bakery Management System in Python | Class 12 Project
- SQLite | CRUD Operations in Python
- Event Management System Project in Python
- Ticket Booking and Management in Python
- Hostel Management System Project in Python
- Sales Management System Project in Python
- Bank Management System Project in C++
- Python Download File from URL | 4 Methods
- Python Programming Examples | Fundamental Programs in Python
- Spell Checker in Python
- Portfolio Management System in Python
- Stickman Game in Python
- Contact Book project in Python
- Loan Management System Project in Python
- Cab Booking System in Python
- Brick Breaker Game in Python
- 100+ Java Projects for Beginners 2023
- Tank game in Python
- GUI Piano in Python
- Ludo Game in Python
- Rock Paper Scissors Game in Python
- Snake and Ladder Game in Python
- Puzzle Game in Python
- Medical Store Management System Project in Python
- Creating Dino Game in Python
- Tic Tac Toe Game in Python
- Courier Tracking System in HTML CSS and JS
- Test Typing Speed using Python App
- MoviePy: Python Video Editing Library
- Scientific Calculator in Python
- GUI To-Do List App in Python Tkinter
- Scientific Calculator in Python using Tkinter
- Website Blocker Using Python
- GUI Chat Application in Python Tkinter
- Top 15 Machine Learning Projects in Python with source code
- Top 15 Java Projects For Resume
- Get Google Page Ranking in Python
- Tetris game in Python Code
- Top 10 Java Projects with source code
- Best 100+ Python Projects with source code
- Extract Audio from Video using Python
- How To Automate Login using Selenium in Python 2022
- Print Colored Text Output in Python
- Gender Recognition by Voice using Python
- Top 15 Python Libraries For Data Science in 2022
- File Explorer in Python using Tkinter
- Drawing Application in Python Tkinter
- Top 32 Python Interview Questions For Experienced
- Top 10 Final Year Projects for Computer Science Students
- Setup and Run Machine Learning in Visual Studio Code
- Diabetes prediction using Machine Learning
- Tkinter GUI Calendar in Python
- Library Management System Project in Java
- Bank Management System Project in Java
- CS Class 12th Python Projects
- How to extract YouTube comments using Python?
- Python Alarm Clock | Tkinter GUI App
- Customer Behaviour Analysis – Machine Learning and Python
- Games in Python | Assignment Expert
- Top 10 Python Projects for Final year Students
- 10 Tkinter Projects for Beginners
- Vending Machine with Python Code
- Python OOP Projects | Source code and example
- Generate QR Code in Python
- Make Minecraft in Python
- Battleship Game Code in Python
- Simple Atm Program in Python
- Data Science Projects for Final Year
- Multiclass Classification in Machine Learning
- Movie Recommendation System: with Streamlit and Python-ML
- Convert Python to exe
- Python Time Complexity Calculator
- Machine Learning Projects for Final Year
- Tip Calculator using Python
- Inventory Management System Project in python
- Barcode and QR Code Reader Python
- Courier Management System project in Python
- Data Science Homework Help – Get The Assistance You Need
- How to Ace Your Machine Learning Assignment – A Guide for Beginners
- Contact Management System Project in Python
- Reinforcement learning in Python
- Python SQLite Tutorial
- Student Management System Project in Python
- Face recognition Python
- 20 Python Projects for Resume
- Restaurant management system project in Python
- Employee Management System Project in Python
- Bank Management System Project in Python
- Hate speech detection with Python
- Hospital Management System Project in Python
- Control PC from anywhere using Python
- Attendance Management System Project in Python
- MNIST Handwritten Digit Classification using Deep Learning
- Space Invaders game using Python
- How to make KBC Quiz game in python?
- Stock Price Prediction using Machine Learning
- Control Mouse with hand gestures detection python