Python Projects - Data Analytics - Real Project – 13 | HR Data Analysis | Python Coding for Data Science #python

📩 Download All 15 Projects Source Codes + Datasets : https://rzp.io/rzp/all15projects Download Dataset - https://drive.google.com/file/d/1cNUW-Ks_4bCU5RxemJEqJb3mNrISMc4Q/view?usp=sharing 👉Connect with me on LinkedIn - https://www.linkedin.com/in/rohit-grewal 👉Purchase - Python Data Analysis Self Study Notes & All Projects Source Codes (Rs.499 only) - https://rzp.io/l/dslnotes239 👉Download Project (Python Code) & Dataset - https://rzp.io/rzp/project13sourcecode --------------------------------- Watch our videos in Hindi on new channel: https://www.youtube.com/@ITCoursesEasy --------------------------------- 👉Enroll in our Udemy courses : 1. Python Data Analytics 13 Projects - https://www.udemy.com/course/bigdata-analysis-python/?referralCode=F75B5F25D61BD4E5F161 2. Python For Data Science - https://www.udemy.com/course/python-for-data-science-real-time-exercises/?referralCode=9C91F0B8A3F0EB67FE67 3. Numpy For Data Science - https://www.udemy.com/course/python-numpy-exercises/?referralCode=FF9EDB87794FED46CBDF ------------------------------------ 👉Join Facebook Group - https://www.facebook.com/groups/datasciencelovers 👉Join WhatsApp Group - https://chat.whatsapp.com/JKBkj7Lc9Ba6ZpzVSP5N4O 👉Join LinkedIn Group - https://www.linkedin.com/groups/9247278 👉Follow on Instagram - https://www.instagram.com/data_science_lovers Contact Mail Id : [email protected] ---------------------------------------- Download Free Core Python Notes - https://datasciencelovers.graphy.com/products/Core-Python-Notes-64d116f7c7a9985f7b99a5bf?dgps_s=dsh&dgps_u=c&dgps_uid=64cb5694e4b000cf748a30c2&dgps_t=cp_m --------------------------------------- In this video, we have analysed the big dataset with Python. This dataset contains HR information for employees of a multinational corporation (MNC). It includes 2 Million (20 Lakhs) employee records with details about personal identifiers, job-related attributes, performance, employment status, and salary information. The dataset can be used for HR analytics, including workforce distribution, attrition analysis, salary trends, and performance evaluation. This data is available as a CSV file. We are going to analyze this data set using the Pandas. This analyse will be helpful for those working in HR domain. ----------------------------------------------------------------------------------------- There are multiple questions given that we answered with Python : Q.1) What is the distribution of Employee Status (Active, Resigned, Retired, Terminated) ? Q.2) What is the distribution of work modes (On-site, Remote) ? Q.3) How many employees are there in each department ? Q.4) What is the average salary by Department ? Q.5) Which job title has the highest average salary ? Q.6) What is the average salary in different Departments based on Job Title ? Q.7) How many employees Resigned & Terminated in each department ? Q.8) How does salary vary with years of experience ? Q.9) What is the average performance rating by department ? Q.10) Which Country have the highest concentration of employees ? Q.11) Is there a correlation between performance rating and salary ? Q.12) How has the number of hires changed over time (per year) ? Q.13) Compare salaries of Remote vs. On-site employees — is there a significant difference ? Q.14) Find the top 10 employees with the highest salary in each department. Q.15) Identify departments with the highest attrition rate (Resigned %). ------------------------------------------------------- You must check our other Data Analytics Projects : Project 13 - HR Data Analytics - https://youtu.be/fykrwQD3HR4 Project 12 - AI Market Financial Data Analysis - https://youtu.be/WmJYHz_qn5s Project 11 - Airlines' Flights Data Analysis - https://youtu.be/gu3Ot78j_Gc Project 10 - Spotify-YouTube Data Analysis - https://youtu.be/xqtbBosGMl0 Project 9 - https://youtu.be/dQwnyCEZ-UU Project 8 - https://youtu.be/b7Kd0fLwgO4 Project 7 - https://youtu.be/AO5uhxa1R84 Project 6 - https://youtu.be/e1zKFSrKeLs Project 5 - https://youtu.be/q-Omt6LgRLc Project 4 - https://youtu.be/89eYAAPyRfo Project 3 - https://youtu.be/GyUbo45mVSE Project 2 - https://www.youtube.com/watch?v=fhiUl7f5DnI Project 1 - https://youtu.be/4hYOkHijtNw ------------------------------------------------------------------ Thanks all ! Don't forget to subscribe to get notifications of next projects.