| Unique ID | iCARE-ML-0067 |
| First or given name (First name) | Mariantonia |
| Middle name or initial (optional) (Last) | Lemos |
| Email (Enter your email) | mlemosh@eafit.edu.co |
| Other investigators or team members (optional) | Mauricio Hincapié Montoya, Biviana Marcela Suárez Sierra, Student: Rafael Barrera Quiroz |
| Institution | Universidad EAFIT |
| Country (Country) | Colombia |
| Analysis Plan Title | Comparative Analysis of Perceptions on Protective Behaviors against COVID-19 in Colombia: A Study of Twitter Data (2019-2020) and the ICARE Project |
| Analysis Plan Description | The status of the databases and the quality of the information will be determined before proceeding with data cleaning. Once the databases are complete, an exploratory analysis will be carried out using descriptive statistics. Hypotheses will then be contrasted and finally, models will be made to make predictions. This will be done with the ICARE database, while a professor at EAFIT University collected the unstructured data from Twitter (2019 – 2020) and that are allocated in Kaggle database. |
| Keyword 1 | Twitter |
| Keyword 2 | Kaggle |
| Keyword 3 (optional) | Comparative analysis |
| Convenience data | Convenience data |
| Location data | Country-based |
| Country (Country) | Colombia |
| Additional countries | No |
| Data Time Frame | Data from specific surveys |
| Data Time Frame – Specific Survey (Convenience) | • Survey 1 – March 27 to May 5, 2020 * Survey 2 – May 5 to June 8, 2020 * Survey 3 – June 8 to July 21, 2020 * Survey 4 – July 22 to September 15, 2020 * Survey 5 – September 15 to November 3, 2020 * Survey 6 – November 3 to December 16, 2020 |
| Target completion date (optional) | 16-12-26 |
| Entry Date | 28-01-25 |
