SQL Data Analytics Project (PART 3) | Data Analyst Portfolio Project

This is the THIRD and FINAL part of the video series where I will build an Otodom Data Analysis project using SQL, Python, and Google Sheets. In this Data Analyst Portfolio project, we will scrape the Otodom website data using the Bright Data tool and then load the data into the Snowflake database. In the Snowflake database, we shall analyze, clean, and transform data and finally build reports to answer some of the most common questions related to the property market in Poland. For a couple of the tasks involving the transformation of data, we shall use Python and Google Sheets. Get data from Bright Data using the below link: https://brdta.com/techtfq JOIN my Python Bootcamp: https://techtfq.graphy.com/courses/Python-Bootcamp-for-Beginners-64d0e0a2e4b067acf3a67a2b-64d0e0a2e4b067acf3a67a2b?buy=true This data analysis project will be built as a 3 video series, this is the third part of the video series. Part 1 - Scrape data, Load data and Flatten data using SQL. Part 2 - Transform data using SQL, Python, and Google Sheets. Part 3 - Analyse, Clean and build reports using SQL. I am building this project using property listing data taken from the https://www.otodom.pl/ website using the Bright Data platform. However, a similar project can be built using any other dataset of your choice. Timestamp: 0:00 Intro 0:16 Overview of Project from Part 1 0:44 Overview of Project from Part 2 1:23 Looking at the 3 tables created so far in the project 2:16 Python Bootcamp announcement 3:11 Build the final transform table 15:39 Start building reports to solve problems related to the property market in Poland 38:30 Conclusion Download the scripts and sample dataset used in this video from my blog. The link below: https://techtfq.com/blog/sql-data-analytics-project-data-analyst-portfolio-project-using-sql-python-google-sheets Please do like and subscribe to the channel for more SQL, Python, and Data learning. Also would love to read your feedback in the comments below. 🔴 My Recommended courses 👇 ✅Complete Data Analytics Bootcamp: https://codebasics.io/bootcamps/data-analytics-bootcamp-with-practical-job-assistance?refId=ujxkeg5e-n948-4cpg-fx9g-q0fvzczdyp ✅ Learn Power BI: https://codebasics.io/courses/power-bi-data-analysis-with-end-to-end-project?refId=4b1e1886-3252-4bf1-86f4-7d603dab692f ✅ Learn complete SQL: https://learnsql.com/?ref=thoufiqmohammed ✅ Practice SQL Queries: https://www.stratascratch.com/?via=techTFQ 🔴 WATCH MORE VIDEOS HERE 👇 ✅ SQL Tutorial - Basic concepts: https://www.youtube.com/playlist?list=PLavw5C92dz9HQQ_COgGb7kf_1H8UWUBxO ✅ SQL Tutorial - Intermediate concepts: https://www.youtube.com/playlist?list=PLavw5C92dz9FD9XspliRM_HZM_jK7tkii ✅ SQL Tutorial - Advance concepts: https://www.youtube.com/playlist?list=PLavw5C92dz9GbmgiW4TWVnxhjMFOIf0Q7 ✅ Practice Solving Basic SQL Queries: https://www.youtube.com/playlist?list=PLavw5C92dz9F66P3GFo5O6nJ4DfZNhVsp ✅ Practice Solving Intermediate SQL Queries: https://www.youtube.com/playlist?list=PLavw5C92dz9EIYmNXJ8ZtQ1bmLIpt0SpV ✅ Practice Solving Complex SQL Queries: https://www.youtube.com/playlist?list=PLavw5C92dz9Fahr7taauUx5RnTfuGyL-- ✅ Data Analytics Career guidance: https://www.youtube.com/playlist?list=PLavw5C92dz9FDsr995DjwCy9XNaIukb8P ✅ SQL Course, SQL Training Platform Recommendations: https://www.youtube.com/playlist?list=PLavw5C92dz9GqF1Q_zn8KnYvFgtEOh-2n ✅ Python Tutorial: https://www.youtube.com/playlist?list=PLavw5C92dz9FePZXIo4jpsupqp3X0w2SW ✅ Git and GitHub Tutorial: https://www.youtube.com/playlist?list=PLavw5C92dz9EI1MPlqqDpe3bgr8RJZE0b ✅ Data Analytics Projects: https://www.youtube.com/playlist?list=PLavw5C92dz9HwT_uStsDdJbuBOt_XD0ch THANK YOU! Thoufiq | techTFQ