Table 1 Preliminary analysis of the dataset: attributes, values, and frequency of each attribute-value pair
From: Forecasting COVID-19 cases using time series modeling and association rule mining
No | Attribute name | Attribute value | Attribute code | Frequency |
|---|---|---|---|---|
1 | Gender | Male | sex_male | 1711 |
Female | sex_female | 1974 | ||
2 | Age (year) | Less than 24 | age_24 | 1148 |
25–44 | age_45_44 | 1838 | ||
45–64 | age_45_64 | 625 | ||
More than 65 | age_65 | 74 | ||
3 | Body Mass Index | Less than 25 | bmi_25 | 2309 |
25–29 | bmi_25_29 | 931 | ||
More than 30 | bmi_30 | 445 | ||
4 | Underlying | None | ud_none | 3392 |
Diseases | Respiratory | ud_repp | 82 | |
Hypertension | ud_ht | 39 | ||
Metabolic | ud_meta | 53 | ||
Dyslipidemia | ud_dlp | 14 | ||
Other | ud_oth | 64 | ||
Diabetes mellitus | ud_dm | 18 | ||
Pregnant | ud_preg | 23 | ||
5 | Job | General worker | job_gen | 3592 |
Healthcare worker | job_health | 93 | ||
6 | Source of infection | Community | source_com | 3119 |
Family | source_fam | 475 | ||
Hospital | source_hosp | 91 | ||
7 | Symptom | Asymptomatic | symp_ast | 2295 |
Mild | sym_mild | 1371 | ||
Moderate | sym_mode | 19 | ||
8 | Chest X-ray | No lesion | cxr_no | 3213 |
Pneumonia | cxr_pneu | 472 | ||
7 | Length of stay (Day) | Less than 14 | los_1_14 | 3625 |
More than 14 | los_15 | 60 | ||
8 | Patient Discharge | Home discharge | dc_home | 3600 |
Refer to general hospital | dc_hosp | 85 | ||
9 | Current Incidence | Wave 1 (MAR-MAY 2020) | wave_1 | 55 |
Wave 2 (JAN-MAR 2021) | wave_2 | 311 | ||
Wave 3 (APR-MAY 2021) | wave_3 | 1779 | ||
Wave 4 (JUN-JUL 2021) | wave_4 | 1540 |