Sage-Tips

What are public datasets?

A public dataset is any dataset that is stored in BigQuery and made available to the general public through the Google Cloud Public Dataset Program. Google pays for the storage of these datasets and provides public access to the data via a project. You pay only for the queries that you perform on the data.

How do you use datasets?

In order to use a Dataset we need three steps:

1. Importing Data. Create a Dataset instance from some data.
2. Create an Iterator. By using the created dataset to make an Iterator instance to iterate through the dataset.
3. Consuming Data. By using the created iterator we can get the elements from the dataset to feed the model.

How do I download a dataset from a website?

Steps to get data from a website

1. First, find the page where your data is located.
2. Copy and paste the URL from that page into Import.io, to create an extractor that will attempt to get the right data.
3. Click Go and Import.io will query the page and use machine learning to try to determine what data you want.

Where can I find a list of a bunch of resumes/CVs?

As of my knowledge there are no ready to use datasets of a bunch of resume/CVs. So the solution is you should make your own Dataset by downloading Resumes from any website which gives free access to the Resumes in their database. A website which gives free access to their Resume Data base is Job Search | Indeed .

How can I get a list of resumes for free?

A website which gives free access to their Resume Data base is Job Search | Indeed . You can either download the resumes manually or you can write a simple web crawler to fetch the resumes you want from the given website. Is LinkedIn data mining possible? According to LinkedIn’s User Agreement, data mining or data scraping is strictly prohibited.

How do I search for a CV by country?

You can search by country by using the same structure, just replace the .com domain with another (i.e. indeed.de/resumes) The HTML for each CV is relatively easy to scrape, with human readable tags that describe the CV section:

How does our CV analysis and workflow work?

Our fully automated workflow solution and CV analysis software seamlessly loads candidate data from dedicated email addresses, website portals and shared network folders to your existing recruitment software or CRM — without duplication.