Platsbanken 2006-2016
Please note this is early access.
Description, examples, data links and format may change.
License
CC BY 4.0
Data download
All years (2.36GB zip, 9.00GB unzipped)
or
2006 (84MB), 2007 (120MB), 2008 (124MB), 2009 (90MB),
2010 (139MB), 2011 (192MB), 2012 (201MB), 2013 (213MB),
2014 (292MB), 2015 (428MB), 2016 (541MB)
Description
This dataset consists of 4.2M job postings (7.7M job positions) published on Platsbanken from the year 2006 up to and including 2016. Texts have been anonymized with sentences including names, telephone numbers and email adresses removed. Each listing contains metadata on location, dates, employer name, job type and any additional job details.
For a visual overview of this dataset, please see the dashboard example.
API with basic statistics
We provide a microservice for basic statistics and queries on the dataset. A notebook with examples can be found here.
Examples
Dashboard (Source) – Visualize and explore the dataset. Uses the above API.
Data format
Each line in a file contains a job listing in a JSON format (JSON Lines):
2010.json:
…
{“ANTAL_AKT_PLATSER”: “3”, “PLATSBESKRIVNING”: “…”, … }
{“ANTAL_AKT_PLATSER”: “1”, “PLATSBESKRIVNING”: “…”, … }
{“ANTAL_AKT_PLATSER”: “1”, “PLATSBESKRIVNING”: “…”, … }
…
A listing has the following fields:
| Field | Description |
|---|---|
| ANTAL_AKT_PLATSER | Number of placements |
| PLATSBESKRIVNING | Job ad text |
| ADRESSLAND | Country (Sweden if not specified) |
| AG_NAMN | Employer name |
| ARBETSDRIFT | Work information |
| ARBETSTID | Working hours |
| BESKR_ARBETSDRIFT | Additional work information |
| FORSTA_PUBLICERINGSDATUM | Publication date |
| KOMMUN_KOD | Municipality code |
| PLATSNUMMER | Unique id |
| PLATSRUBRIK | Job ad heading |
| POSTORT | District |
| SISTA_ANSOK_PUBLDATUM | Last apply date |
| TILLTRADE | Admission information |
| VARAKTIGHET | Duration |
| YRKE_ID | Occupation id |
All fields are strings and may be nullable, i.e. no data may be given for a field.