The attached documents are compiled and executed in jupyter. The main purpose is for practising data analysis domain knowledge through analyzing qualification skills requirements to 'data analysis ' job posted on indeed website . Some fields of knowledge applied are concluded as followings:
- Data scraping
- Regulation expression
- Data cleaning
- Data analysis
- Data visualization
some special software packages required:
- python
- sklearn
- NLTK
- beautiful soup
- pandas
- numpy
- matplotlib
- sns
- wordcloud
For convenience, the required data has downloaded and attached as Job_vancancies.csv.
Note: The attached documents are only for learning, if you find any errors, please feel free to contact me.