Data Analyst Job Search in glints.com
Posted on Jan 20, 2022
Goals:
- Analyze data analyst job vancancy from Glints
In this project i use python to scrape data from a website. Goals in this project is to get data about Data Analyst jobs and then visualize it to get usefull information. For this project i use 3 main software, VSCode for web scraping, Jupyter Notebook to process data, and Taleau to visualize data. In web scraping process i use selenium and beautiful soup library. Since target website is dynamic web, selenium have role as automation to load all jobs data and then beautiful soup parse the html data to get specific data. Data from web scrapping then process in Jupyter Notebook to clean the data and delete irrelevant data.
You can visit my github pages to see more.
Here is my data after cleaning process.
Visualize Data
Conclusions
From this data i can conclude:
- There is some job relate to keyword Data Analys (Data Engineer, Business Analyst, Data Scientist).
- Most of the jobs need 1 year experience.
- Jakarta is have most Data Analyst jobs vacancy.
- Higher experience higher salary.