COVID-19 Vaccine Text Categoriser
A machine learning classifier trained to categorise COVID-19 vaccine text into 6 categories. These were
- Liberty/Freedom
- Development Provision and Access
- Safety Efficacy and Necessity
- Politics and Economics
- Conspiracy
- Morality Religiosity and Ethics
| Default annotations | |
| :Liberty_or_Freedom | Text that belongs to Liberty/Freedom class |
| :Development_Provision_and_Access | Text that belongs to Development_Provision and Access class |
| :Safety_Efficacy_and_Necessity | Text that belongs to Safety Efficacy and Necessity class |
| :Politics_and_Economics | Text that belongs to Politics_and_Economics class |
| :Conspiracy | Text that belongs to Conspiracy class |
| :Morality_Religiosity_and_Ethics | Text that belongs to Morality_Religiosity_and_Ethics class |
| :VaccineClass | Detailed class information, include top 2 related classes and their scores |
| :Attention | Most attentioned words |
1,200 free requests / day
Larger batches £0.80 / CPU hour
Use this pipeline
You can process up to 1,200 documents per day free of charge using the REST API, at an average rate of 2 documents/sec. Higher quotas are available for research users by arrangement, contact us for details.
The API endpoint for this pipeline is:
https://cloud-api.gate.ac.uk/process/covid19-vaccine
You can process any amount of data with this pipeline on a pay-as-you-go basis, for £0.80 per hour. This can be data you upload yourself, data you collected from Twitter, or the results of a previous job.
