Available Extra Rooms in Hospital
int64
0
24
Department
stringclasses
5 values
Ward_Facility_Code
stringclasses
6 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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