Job Seeker
job_seeker is an utility to download data of a job search from seek.com.au into a csv file for data analysis and exploration
Install using pip
pip install job-seeker
Setting up to install from source
download the package
git clone https://github.com/pedrojunqueira/job-seeker.git
go to directory job-seeker on root path
cd job-seeker
install from source
make sure you are on the root directory i.e. the directory where the setup.py file is located
then to install just do a pip install .
.
├── LICENSE
├── README.md
├── example
│ ├── job_seeker_usage.py
│ └── my_job_search.csv
├── job_seeker
│ ├── __init__.py
│ └── downloader.py
├── pyproject.toml
├── setup.py
└── tests
├── conftest.py
├── data
│ └── response.json
└── test_downloader.py
Code example usage
from job_seeker.downloader import JobSeeker
# set parameters
parameters = {
"where" : "All Adelaide SA",
"keywords" : "data analyst",
}
#instantiate the JobSeeker class
js = JobSeeker(params=parameters)
df = js.jobs_df
# df is a pandas.DataFrame object
# to print DataFrame head
print(df.head())
# to save as a csv in the current directory. See example on the ./example folder
df.to_csv("my_job_search.csv")
terminal output
page job_id title ... companyName company_advertiser
0 1 54150559 Data Analyst ... Relationships Australia SA Relationships Australia South Australia
1 1 54111544 Business Analyst ... Robert Walters Robert Walters
2 1 54153618 Data Analyst ... Stoller Australia Stoller Australia
3 1 54150559 Data Analyst ... Relationships Australia SA Relationships Australia South Australia
4 1 54120381 Performance Insights Analyst ... Australian Institute of Business Australian Institute of Business
4 Feb 24, 2022
2 Jan 04, 2022
2 Jan 25, 2022
91 Dec 28, 2022
28 Jul 12, 2022
59 Dec 26, 2022
7 Aug 27, 2021
2.7k Dec 31, 2022
12 Dec 06, 2022
6 Dec 16, 2022
19 Mar 23, 2022
14 Dec 16, 2022
6 Oct 07, 2022
4 Jul 30, 2022
2 Nov 26, 2022
24 Oct 12, 2022
104 Dec 27, 2022
18 Dec 04, 2022
253 Dec 12, 2022
54 Dec 13, 2022