The need data-set in XML is available to download here (Human Needs Dataset-XML)
please do not forget to reference the paper which contains a description of the data:
R. Alharthi, B. Guthier, C. Guertin and A. El Saddik, “A Dataset for Psychological Human Needs Detection From Social Networks,” in IEEE Access, vol. 5, pp. 9109-9117, 2017,
And an example of using the paper has been discussed in the:
Alharthi, R., El Saddik, A. A Multi-layered Psychological-Based Reference Model for Citizen Need Assessment Using AI-Powered Models. SN COMPUT. SCI. 1, 291 (2020). https://doi.org/10.1007/s42979-020-00271-3
another example is in the paper:
Z. Long, R. Alharthi and A. E. Saddik, “NeedFull – a Tweet Analysis Platform to Study Human Needs During the COVID-19 Pandemic in New York State,” in IEEE Access, vol. 8, pp. 136046-136055, 2020, doi: 10.1109/ACCESS.2020.3011123.