Available Extra Rooms in Hospital
int64 0
24
| Department
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values | Ward_Facility_Code
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values | doctor_name
stringclasses 9
values | staff_available
int64 0
10
| patientid
int64 -3,269
134k
| Age
stringclasses 10
values | gender
stringclasses 3
values | Type of Admission
stringclasses 3
values | Severity of Illness
stringclasses 3
values | health_conditions
stringclasses 5
values | Visitors with Patient
int64 0
32
| Insurance
stringclasses 2
values | Admission_Deposit
float64 1.65k
10.1k
| Stay (in days)
int64 3
51
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4 | gynecology | D | Dr Sophia | 0 | 33,070 | 41-50 | Female | Trauma | Extreme | Diabetes | 4 | Yes | 2,966.408696 | 8 |
4 | gynecology | B | Dr Sophia | 2 | 34,808 | 31-40 | Female | Trauma | Minor | Heart disease | 2 | No | 3,554.835677 | 9 |
2 | gynecology | B | Dr Sophia | 8 | 44,577 | 21-30 | Female | Trauma | Extreme | Diabetes | 2 | Yes | 5,624.733654 | 7 |
4 | gynecology | D | Dr Olivia | 7 | 3,695 | 31-40 | Female | Urgent | Moderate | null | 4 | No | 4,814.149231 | 8 |
2 | anesthesia | E | Dr Mark | 10 | 108,956 | 71-80 | Male | Trauma | Moderate | Diabetes | 2 | No | 5,169.269637 | 34 |
2 | gynecology | F | Dr Olivia | 2 | 130,189 | 21-30 | Female | Trauma | Moderate | Other | 2 | Yes | 4,539.268397 | 11 |
7 | gynecology | D | Dr Olivia | 5 | 11,175 | 31-40 | Female | Emergency | Moderate | Other | 3 | Yes | 4,669.961786 | 8 |
3 | gynecology | B | Dr Sophia | 8 | 82,988 | 21-30 | Female | Emergency | Moderate | Heart disease | 3 | Yes | 5,101.67548 | 7 |
2 | TB & Chest disease | A | Dr John | 7 | 80,339 | 31-40 | Other | Trauma | Moderate | Other | 2 | No | 4,899.767616 | 12 |
4 | gynecology | D | Dr Sarah | 7 | 89,055 | 41-50 | Female | Trauma | Extreme | Asthama | 4 | No | 3,350.366777 | 8 |
4 | anesthesia | A | Dr John | 9 | 43,685 | 31-40 | Other | Trauma | Minor | Heart disease | 2 | Yes | 4,948.361736 | 16 |
3 | gynecology | F | Dr Sarah | 9 | 128,845 | 11-20 | Female | Trauma | Moderate | Asthama | 2 | No | 4,013.745709 | 8 |
5 | gynecology | F | Dr Sarah | 3 | 75,122 | 41-50 | Female | Trauma | Moderate | High Blood Pressure | 11 | Yes | 3,780.044174 | 8 |
3 | gynecology | F | Dr Sarah | 2 | 47,617 | 41-50 | Female | Emergency | Minor | High Blood Pressure | 9 | Yes | 7,490.500433 | 11 |
4 | gynecology | F | Dr Sarah | 7 | 74,327 | 11-20 | Female | Emergency | Minor | High Blood Pressure | 4 | Yes | 7,006.50635 | 9 |
3 | radiotherapy | E | Dr Sam | 8 | 29,701 | 31-40 | Male | Trauma | Moderate | Heart disease | 2 | No | 3,986.82143 | 5 |
3 | radiotherapy | E | Dr John | 6 | 59,508 | 31-40 | Other | Urgent | Moderate | null | 6 | Yes | 4,067.512043 | 5 |
2 | gynecology | B | Dr Olivia | 6 | 28,214 | 21-30 | Female | Trauma | Moderate | Other | 2 | No | 4,283.167951 | 9 |
4 | radiotherapy | E | Dr John | 5 | 116,434 | 51-60 | Other | Emergency | Moderate | Other | 4 | No | 3,747.83007 | 26 |
4 | gynecology | F | Dr Sophia | 10 | 29,197 | 21-30 | Female | Trauma | Moderate | Diabetes | 4 | Yes | 4,090.595978 | 9 |
2 | radiotherapy | E | Dr John | 5 | 46,808 | 21-30 | Other | Urgent | Extreme | null | 4 | No | 4,938.861702 | 21 |
3 | gynecology | F | Dr Sophia | 6 | 31,578 | 21-30 | Female | Emergency | Extreme | Diabetes | 2 | No | 7,210.860025 | 10 |
2 | gynecology | F | Dr Nathan | 0 | 24,680 | 21-30 | Female | Trauma | Minor | null | 2 | Yes | 4,496.93205 | 10 |
2 | gynecology | D | Dr Olivia | 10 | 23,721 | 41-50 | Female | Emergency | Moderate | Other | 2 | Yes | 5,412.00905 | 10 |
2 | gynecology | D | Dr Olivia | 2 | 107,345 | 41-50 | Female | Trauma | Moderate | Other | 4 | Yes | 3,511.08133 | 8 |
2 | gynecology | B | Dr Sarah | 4 | 117,749 | 31-40 | Female | Trauma | Moderate | High Blood Pressure | 6 | Yes | 6,148.124858 | 9 |
5 | gynecology | B | Dr Sarah | 10 | 3,380 | 11-20 | Female | Trauma | Extreme | Asthama | 2 | No | 4,403.050171 | 9 |
4 | radiotherapy | E | Dr John | 0 | 12,266 | 31-40 | Female | Trauma | Moderate | Diabetes | 4 | No | 4,896.301777 | 5 |
2 | radiotherapy | A | Dr John | 7 | 81,577 | 41-50 | Female | Trauma | Extreme | Diabetes | 2 | Yes | 3,917.356476 | 6 |
3 | radiotherapy | E | Dr Sam | 8 | 126,893 | 21-30 | Male | Trauma | Minor | Heart disease | 8 | Yes | 3,990.442735 | 20 |
5 | radiotherapy | E | Dr John | 6 | 5,170 | 21-30 | Female | Emergency | Minor | null | 4 | Yes | 3,678.545078 | 22 |
2 | radiotherapy | A | Dr John | 4 | 33,438 | 41-50 | Female | Emergency | Extreme | Asthama | 4 | No | 4,941.894275 | 6 |
4 | anesthesia | E | Dr Mark | 4 | 25,729 | 21-30 | Male | Trauma | Minor | Diabetes | 4 | No | 4,808.587819 | 34 |
10 | TB & Chest disease | E | Dr John | 0 | 24,354 | 31-40 | Female | Urgent | Extreme | Asthama | 6 | Yes | 5,029.649724 | 10 |
3 | anesthesia | A | Dr John | 2 | 124,374 | 21-30 | Female | Urgent | Moderate | High Blood Pressure | 12 | Yes | 5,063.558274 | 39 |
2 | TB & Chest disease | E | Dr John | 9 | 50,693 | 61-70 | Female | Trauma | Moderate | Diabetes | 2 | No | 3,944.622601 | 26 |
2 | radiotherapy | E | Dr Sam | 4 | 17,417 | 21-30 | Male | Trauma | Moderate | Diabetes | 4 | No | 2,698.507578 | 20 |
4 | gynecology | F | Dr Nathan | 4 | 85,436 | 31-40 | Female | Emergency | Minor | null | 3 | No | 4,448.043015 | 8 |
4 | anesthesia | E | Dr John | 10 | 65,702 | 41-50 | Female | Trauma | Extreme | Asthama | 4 | Yes | 3,348.847211 | 14 |
3 | anesthesia | E | Dr John | 6 | 128,123 | 41-50 | Female | Urgent | Moderate | High Blood Pressure | 2 | Yes | 5,697.153126 | 17 |
6 | surgery | A | Dr Simon | 8 | 24,853 | 31-40 | Female | Urgent | Moderate | null | 6 | No | 7,110.157482 | 10 |
3 | gynecology | F | Dr Sarah | 10 | 15,048 | 31-40 | Female | Emergency | Minor | High Blood Pressure | 2 | Yes | 4,473.264962 | 8 |
2 | radiotherapy | E | Dr Sam | 7 | 94,749 | 31-40 | Male | Emergency | Minor | High Blood Pressure | 2 | No | 3,943.378468 | 7 |
5 | gynecology | D | Dr Sophia | 0 | 123,244 | 31-40 | Female | Trauma | Moderate | Heart disease | 2 | Yes | 3,891.486702 | 7 |
6 | gynecology | B | Dr Sarah | 10 | 125,725 | 31-40 | Female | Trauma | Moderate | High Blood Pressure | 6 | Yes | 7,061.540308 | 9 |
3 | gynecology | D | Dr Sarah | 9 | 106,670 | 11-20 | Female | Trauma | Minor | Asthama | 3 | Yes | 5,127.172763 | 10 |
4 | radiotherapy | E | Dr Sam | 10 | 1,289 | 31-40 | Male | Trauma | Minor | Other | 4 | Yes | 3,772.561924 | 8 |
2 | radiotherapy | A | Dr Sam | 2 | 47,222 | 31-40 | Male | Trauma | Extreme | Asthama | 3 | Yes | 4,785.413778 | 6 |
3 | anesthesia | A | Dr John | 7 | 35,071 | 31-40 | Female | Trauma | Moderate | Diabetes | 2 | No | 5,281.23263 | 17 |
5 | gynecology | D | Dr Sophia | 5 | 85,900 | 31-40 | Female | Emergency | Moderate | Heart disease | 4 | No | 5,556.462309 | 7 |
3 | gynecology | F | Dr Sophia | 4 | 105,925 | 21-30 | Female | Trauma | Minor | Diabetes | 2 | No | 4,635.366405 | 8 |
2 | gynecology | B | Dr Sarah | 4 | 127,887 | 21-30 | Female | Trauma | Minor | High Blood Pressure | 4 | Yes | 4,261.713894 | 8 |
3 | gynecology | F | Dr Sophia | 7 | 75,198 | 21-30 | Female | Trauma | Moderate | Diabetes | 11 | Yes | 4,600.873904 | 9 |
4 | gynecology | D | Dr Olivia | 9 | 3,749 | 21-30 | Female | Trauma | Moderate | Other | 4 | Yes | 4,930.132302 | 7 |
4 | anesthesia | C | Dr John | 3 | 32,610 | 61-70 | Other | Trauma | Extreme | Other | 4 | No | 3,922.684871 | 39 |
2 | gynecology | B | Dr Olivia | 9 | 112,080 | 41-50 | Female | Trauma | Moderate | null | 3 | No | 4,713.805431 | 9 |
5 | gynecology | F | Dr Sarah | 7 | 15,520 | 11-20 | Female | Trauma | Moderate | Asthama | 4 | Yes | 3,809.19033 | 8 |
4 | gynecology | F | Dr Sophia | 9 | 50,641 | 21-30 | Female | Trauma | Moderate | Diabetes | 6 | Yes | 4,709.999771 | 8 |
2 | gynecology | D | Dr Sarah | 7 | 31,295 | 11-20 | Female | Trauma | Moderate | Asthama | 3 | Yes | 6,678.051153 | 8 |
3 | radiotherapy | A | Dr John | 4 | 116,251 | 61-70 | Female | Trauma | Extreme | Heart disease | 4 | Yes | 3,429.89739 | 26 |
2 | gynecology | F | Dr Sarah | 9 | 83,242 | 11-20 | Female | Trauma | Moderate | High Blood Pressure | 2 | Yes | 4,612.64597 | 10 |
3 | gynecology | D | Dr Olivia | 1 | 120,754 | 41-50 | Female | Emergency | Moderate | Other | 6 | No | 4,663.125422 | 10 |
4 | gynecology | B | Dr Sophia | 1 | 40,476 | 41-50 | Female | Trauma | Moderate | Diabetes | 3 | Yes | 5,167.654743 | 10 |
4 | gynecology | F | Dr Olivia | 4 | 121,454 | 31-40 | Female | Emergency | Moderate | null | 3 | Yes | 7,005.024039 | 8 |
3 | anesthesia | A | Dr Mark | 7 | 114,135 | 51-60 | Male | Emergency | Moderate | null | 2 | No | 4,831.783761 | 34 |
3 | gynecology | D | Dr Olivia | 7 | 15,250 | 21-30 | Female | Emergency | Moderate | null | 4 | No | 5,135.139129 | 8 |
3 | anesthesia | A | Dr Mark | 5 | 15,974 | 51-60 | Male | Trauma | Extreme | Diabetes | 6 | No | 5,297.601956 | 32 |
4 | gynecology | F | Dr Olivia | 3 | 56,312 | 31-40 | Female | Trauma | Moderate | null | 3 | No | 4,439.064651 | 8 |
4 | gynecology | D | Dr Nathan | 5 | 106,428 | 41-50 | Female | Emergency | Extreme | null | 5 | Yes | 4,268.185548 | 8 |
5 | gynecology | F | Dr Olivia | 3 | 48,355 | 41-50 | Female | Trauma | Moderate | Other | 4 | No | 2,258.038752 | 10 |
6 | surgery | A | Dr Simon | 5 | 38,914 | 31-40 | Female | Trauma | Minor | null | 2 | No | 4,748.367924 | 14 |
2 | radiotherapy | E | Dr John | 3 | 86,229 | 31-40 | Female | Trauma | Moderate | High Blood Pressure | 1 | No | 3,711.560886 | 5 |
3 | radiotherapy | E | Dr John | 2 | 101,072 | 21-30 | Other | Trauma | Minor | Diabetes | 2 | Yes | 3,740.708921 | 21 |
3 | radiotherapy | E | Dr John | 0 | 128,138 | 71-80 | Other | Trauma | Moderate | Other | 2 | Yes | 4,717.733468 | 26 |
3 | gynecology | D | Dr Olivia | 5 | 88,018 | 21-30 | Female | Emergency | Moderate | null | 4 | No | 3,940.951326 | 10 |
2 | radiotherapy | A | Dr John | 8 | 45,364 | 61-70 | Other | Trauma | Moderate | null | 2 | Yes | 5,124.076045 | 22 |
2 | gynecology | F | Dr Olivia | 9 | 91,104 | 21-30 | Female | Emergency | Moderate | Other | 1 | Yes | 4,365.784555 | 9 |
5 | gynecology | D | Dr Olivia | 0 | 40,003 | 21-30 | Female | Emergency | Moderate | null | 4 | No | 5,111.623283 | 8 |
5 | radiotherapy | A | Dr John | 10 | 5,015 | 71-80 | Other | Emergency | Moderate | Other | 3 | Yes | 7,035.792895 | 22 |
2 | anesthesia | E | Dr Mark | 10 | 28,803 | 51-60 | Male | Urgent | Minor | null | 2 | Yes | 4,765.634076 | 34 |
4 | gynecology | D | Dr Sarah | 3 | 54,516 | 11-20 | Female | Emergency | Moderate | Asthama | 4 | Yes | 4,686.892787 | 9 |
5 | gynecology | F | Dr Sophia | 3 | 63,542 | 41-50 | Female | Trauma | Moderate | Diabetes | 4 | No | 4,718.362709 | 8 |
6 | radiotherapy | E | Dr John | 7 | 60,539 | 51-60 | Other | Trauma | Moderate | null | 4 | Yes | 4,479.989499 | 24 |
2 | gynecology | D | Dr Sarah | 4 | 84,890 | 11-20 | Female | Urgent | Minor | Asthama | 2 | No | 7,632.386582 | 9 |
2 | gynecology | B | Dr Sophia | 7 | 96,689 | 41-50 | Female | Trauma | Extreme | Diabetes | 4 | Yes | 3,207.934454 | 8 |
3 | radiotherapy | E | Dr John | 2 | 73,791 | 31-40 | Other | Trauma | Extreme | Asthama | 2 | No | 4,079.185965 | 5 |
4 | gynecology | D | Dr Nathan | 0 | 82,263 | 21-30 | Female | Trauma | Minor | null | 2 | No | 3,891.545022 | 8 |
2 | anesthesia | A | Dr Mark | 6 | 17,657 | 61-70 | Male | Emergency | Extreme | null | 2 | Yes | 5,140.239551 | 35 |
3 | radiotherapy | E | Dr Sam | 8 | 103,160 | 71-80 | Male | Trauma | Minor | Diabetes | 2 | No | 4,658.696506 | 22 |
3 | radiotherapy | E | Dr Sam | 1 | 81,333 | 31-40 | Male | Trauma | Minor | null | 3 | No | 4,935.997962 | 6 |
4 | gynecology | B | Dr Sarah | 10 | 3,151 | 31-40 | Female | Trauma | Minor | High Blood Pressure | 3 | Yes | 5,928.445706 | 8 |
4 | gynecology | B | Dr Sarah | 6 | 123,360 | 11-20 | Female | Trauma | Extreme | Asthama | 3 | Yes | 5,365.8252 | 8 |
3 | gynecology | F | Dr Nathan | 7 | 15,765 | 21-30 | Female | Trauma | Minor | null | 4 | No | 7,275.646177 | 9 |
3 | radiotherapy | E | Dr John | 6 | 111,130 | 31-40 | Female | Trauma | Minor | High Blood Pressure | 3 | No | 7,110.214056 | 6 |
4 | gynecology | D | Dr Sarah | 6 | 127,602 | 31-40 | Female | Trauma | Minor | Asthama | 14 | Yes | 4,138.555622 | 9 |
1 | radiotherapy | E | Dr John | 8 | 41,395 | 21-30 | Other | Urgent | Minor | High Blood Pressure | 6 | Yes | 5,379.441445 | 25 |
2 | gynecology | F | Dr Nathan | 2 | 72,703 | 31-40 | Female | Emergency | Minor | null | 2 | No | 5,846.414922 | 9 |
1 | gynecology | F | Dr Olivia | 2 | 8,447 | 31-40 | Female | Emergency | Moderate | null | 2 | No | 4,246.709854 | 10 |
4 | radiotherapy | E | Dr John | 9 | 128,984 | 41-50 | Female | Emergency | Extreme | Diabetes | 4 | Yes | 3,720.666237 | 7 |
5 | gynecology | F | Dr Olivia | 3 | 61,017 | 21-30 | Female | Trauma | Moderate | null | 4 | No | 3,280.927746 | 9 |
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