A simple python script for visualizing the job hunting status using a sankey diagram, and compare salary ranges visually.
The code that generates the sankey diagram is adapted from https://medium.com/kenlok/how-to-create-sankey-diagrams-from-dataframes-in-python-e221c1b4d6b0
A CVS file containing the stages of each application, e.g.:
Date, Step 1, Step 2, Step 3, Step 4, Step 5, Status
13/06/2022, Applied, Technical Interview, , , , Reproved
22/06/2022, Applied, , , , , Reproved
30/06/2022, Applied, , , , , ?
05/07/2022, Applied, Technical Interview, Coding Test, Behaviour Interview, , ?
Note: The original file has more information, not relevant for this diagram, e.g:
Date,Company,Position,Salary Range,Location,Remote,Ref/Site,Link,Step 1,Step 2,Step 3,Step 4,Step 5,Status
A JSON file containing the exchange rates, e.g.:
{
"success": true,
"timestamp": 1659704825,
"base": "USD",
"date": "2022-08-05",
"rates": {
"BRL": 5.240938,
"CAD": 1.29553
}
}This file is updated via API Call to https://apilayer.com/marketplace/exchangerates_data-api, so an API key is required.
This API key must be obtained from the website and stored in the text file data/api_key.txt.
Sankey diagrams to visualize the status of job applications or a bar chart to assess the salaries of job offers.