Data Analytics Portfolio Project - Netflix customer base (Python)

In this video we will analyse Netflix customer data. We will create various bar charts and a map to visualize data using Plotly, Seaborn and Matplotlib Python Libraries. We will make several pivots, so it is easier to create the summary report. ---------------------- Dataset used can be found here - https://www.kaggle.com/datasets/arnavsmayan/netflix-userbase-dataset ---------------------- Summary Report and other freebies (Books, checklists, CV template) - https://stan.store/KarinaDataScientist ---------------------- ⚡️Just stating with Python? Learn how to clean and manipulate data using Pandas and how to create various types of visuals with Matplotlib. Start your programming journey with "Data Analysis with Python Masterclass" - https://stan.store/KarinaDataScientist/p/start-programming-with-pythont ⚡️ ---------------------- 🧠 AI to help you analyse your data - https://powerdrill.ai/?via=karina-samsonova ---------------------- Timestamps: ---------------------- 00:00 Intro 00:29 Libraries and modules 01:35 Data 01:58 Duplicates 02:08 Missing values 02:31 Bar chart number of users per country 03:43 Loop to create charts 06:12 Map Users per Country 08:26 Subs by Country 09.40 Pivot tables 11:13 Add Grand total to Pivot 11:48 Gender distribution by country 12:56 Pivot with multiple columns and rows 14:52 Chart Users by age 15:46 Masterclass 16:35 Subscription Duration 21:09 Average duration 21:48 Revenue/LTV calculation 22:32 Total and Average LTV per Country 24:56 Chart Revenue per device 25:15 Chart Gender distribution by device 25:39 Summary report 🎥 Other videos you might be interested in ---------------------- https://youtu.be/uoZouXo3nGQ ---------------------- About me ---------------------- Hi, my name is Karina and I'm a finance person turned data person. My mission is to transform intimidating tech into accessible tools. I aim to empower 1 million people to harness the power of AI, Python, SQL, and Excel to work smarter, not harder. Contact ---------------------- Youtube: youtube comments are by far the best way to get a response from me! email for business inquiries only: [email protected] ---------------------- Social Media: ---------------------- TikTok: https://www.tiktok.com/@karinadatascientist Instagram: https://www.instagram.com/karinadatascientist/ Linkedin: https://www.linkedin.com/in/karina-samsonova/ #datanalytics #pythonprogramming #analytics #dataanalysis