SQL Data Analytics Project (PART 1) | Data Analyst Portfolio Project

This is the first part of the video series where I will build a Data Analytics 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

This data analysis project will be built as a 3 video series, this is the first part of the video series. Each video part will be released within 2 days of each other.

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
0:30 Problem Statements we are trying to solve in this project
1:00 Overall flow of project
2:41 Overview of tasks in different parts of this video series
3:38 Understand the Otodom website
4:36 Overview of Bright Data platform to scrape data
7:57 Exporting dataset to Snowflake
8:32 Create and set up a new Snowflake account
12:32 Install SnowSQL
14:31 Creating new database, warehouse, tables, stage, and file format
24:02 Copy data from stage to snowflake table
25:28 Understanding JSON data in Variant column
26:05 Flattening JSON to individual table columns
31:39 Deleting unwanted test data
32:41 Conclusion

Download the scripts and sample dataset used in this video from my blog.
The link below:
https://techtfq.com/blog/sql-data-ana...

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Disclaimer: This video series is sponsored by Bright Data.


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Thoufiq | techTFQ