AI Job Market Insights: A Data Analysis Project Introduction This repository contains a data analysis project that explores the AI job market using a dataset from a local file ai_job_market_insights.csv. The project aims to provide insights into the job market by analyzing and visualizing the dataset using Python libraries Pandas and Matplotlib.
Dataset Description The dataset contains information about AI jobs, including job titles, domains, and salaries. The dataset is described below:
Number of rows: [44] Number of columns: [5]
Methodology The project involves the following steps:
Data visualization: A bar chart is created to show the top 20 salaries by job title, and a pie chart is created to show the distribution of job categories.
Data analysis: Summary statistics of the dataset are calculated using the describe() method.
Results The project provides the following insights into the AI job market:
Salary Bar Chart: A bar chart showing the salaries by job title with domain. Distribution of Job Categories: A pie chart showing the distribution of job categories. Summary statistics: Summary statistics of the dataset, including mean, median, and standard deviation of salaries.
Code The code is written in Python and uses the following libraries:
Pandas for data manipulation and analysis Matplotlib for data visualization
The code is organized into the following sections:
Data loading and cleaning Data visualization Analysis
Conclusion This project provides a comprehensive analysis of the AI job market using data visualization and summary statistics. The insights gained from this project can be useful for individuals and organizations interested in the AI job market.
References AI-Powered Job Market Insights - https://www.kaggle.com/datasets/uom190346a/ai-powered-job-market-insights