Of course, you can use social media to obtain a non-probability sample of a country's labor force for your research. However, there are some considerations to keep in mind:

IN short, while social media can be a convenient and cost-effective way to obtain data, it's essential to recognize its limitations and carefully consider how it aligns with the objectives and requirements of your research.

Nitin Saini thank you for your answer. Are you familar with any papers that discussed these matters?

Overall, while social media can be a convenient and accessible tool for data collection, particularly for non-probability samples, it's important to be aware of its limitations and potential biases. Additionally, consider supplementing your social media data with other sources or methods to enhance the robustness of your research findings