idx
int64 0
99
| Date
stringclasses 7
values | Healthcare_System
stringclasses 15
values | Antibiotic_Type
stringclasses 18
values | Prescription_Count
int64 10
230
| Dosage_Frequency
stringclasses 11
values | Outcome_Label
stringclasses 3
values |
|---|---|---|---|---|---|---|
0 | 2010-01-01 | Public | Amoxicillin | 150 | 3 times daily | Improved |
1 | 2010-01-01 | Private | Ciprofloxacin | 80 | 2 times daily | Improved |
2 | 2010-01-01 | Public | Azithromycin | 200 | 5 days | Worsened |
3 | 2010-01-01 | Private | Amoxicillin | 75 | 3 times daily | No Change |
4 | 2010-01-01 | Public | Ciprofloxacin | 90 | 2 times daily | Improved |
5 | 2010-02-01 | Public | Cephalexin | 120 | 4 times daily | Improved |
6 | 2010-02-01 | Public | Levofloxacin | 30 | 1 day | Worsened |
7 | 2010-02-01 | Public | Clindamycin | 120 | 4 times daily | No Change |
8 | 2010-02-01 | Public | Cephalexin | 120 | 4 times daily | Improved |
9 | 2010-02-01 | Public | Clindamycin | 50 | 4 times daily | Worsened |
10 | 2010-02-01 | Public | Cephalexin | 120 | 4 times daily | No Change |
11 | 2011-06-15 | University_Hospital | Doxycycline | 50 | 2 times daily | Improved |
12 | 2010-02-01 | Public | Clindamycin | 50 | 4 times daily | Worsened |
13 | 2010-02-01 | Public | Cefalexin | 220 | 4 times daily | No Change |
14 | 2011-06-15 | University_Hospital | Doxycycline | 50 | 2 times daily | Improved |
15 | 2010-02-01 | Private | Azithromycin | 160 | 5 days | Improved |
16 | 2010-02-01 | Private | Cefuroxime | 45 | 3 times daily | Worsened |
17 | 2010-02-01 | Private | Trimethoprim | 50 | 2 times daily | No Change |
18 | 2010-02-01 | Private | Azithromycin | 160 | 5 days | Improved |
19 | 2010-02-01 | Private | Levofloxacin | 120 | 1 day | Worsened |
20 | 2010-02-01 | Private | Tetracycline | 95 | 3 times daily | No Change |
21 | 2011-06-15 | Community_Clinic | Trimethoprim | 30 | 3 times daily | Improved |
22 | 2010-02-01 | Private | Levofloxacin | 120 | 1 day | Worsened |
23 | 2010-02-01 | Private | Azithromycin | 50 | 5 days | Improved |
24 | 2011-06-15 | Community_Clinic | Trimethoprim_Sulfamethoxazole | 30 | 1 time daily | Improved |
25 | 2010-02-01 | Public | Amoxicillin | 130 | 3 times daily | Improved |
26 | 2010-02-01 | Public | Ciprofloxacin | 20 | 2 times daily | Worsened |
27 | 2010-02-01 | Public | Ciprofloxacin | 100 | 2 times daily | No Change |
28 | 2010-02-01 | Public | Amoxicillin | 130 | 3 times daily | Improved |
29 | 2010-02-01 | Public | Cephalexin | 130 | 3 times daily | Worsened |
30 | 2010-03-01 | Public | Erythromycin | 130 | 5 days | No Change |
31 | 2011-06-15 | Teaching_Facility | Erythromycin | 45 | 4 days | Improved |
32 | 2010-02-01 | Public | Nitrofurantoin | 130 | 1 day | Worsened |
33 | 2010-02-01 | Public | Ciprofloxacin | 100 | 2 times daily | No Change |
34 | 2011-06-15 | Telehealth_Service | Clindamycin | 25 | 4 times daily | Improved |
35 | 2010-02-01 | Private | Ciprofloxacin | 110 | 2 times daily | Improved |
36 | 2010-02-01 | Private | Clindamycin | 50 | 4 times daily | Worsened |
37 | 2010-02-01 | Private | Amoxicillin | 60 | 3 times daily | No Change |
38 | 2010-02-01 | Private | Ciprofloxacin | 110 | 2 times daily | Improved |
39 | 2010-02-01 | Private | Tetracycline | 95 | 2 times daily | Worsened |
40 | 2010-03-01 | Private | Amoxicillin | 85 | 3 times daily | No Change |
41 | 2011-06-15 | Research_Institute | Tetracycline | 20 | 5 days | Improved |
42 | 2010-02-01 | Private | Cephalexin | 95 | 6 times daily | Worsened |
43 | 2010-02-01 | Private | Cefuroxime | 60 | 3 times daily | Improved |
44 | 2011-06-15 | Public_Hospital | Vancomycin | 10 | 3 times daily | Improved |
45 | 2010-02-01 | Public | Amoxicillin | 140 | 3 times daily | Improved |
46 | 2010-02-01 | Public | Amoxicillin | 10 | 1 day | Worsened |
47 | 2010-02-01 | Public | Azithromycin | 150 | 5 days | No Change |
48 | 2010-02-01 | Public | Amoxicillin | 140 | 3 times daily | Improved |
49 | 2010-02-01 | Public | Amoxicillin | 140 | 3 times daily | Worsened |
50 | 2010-04-01 | Public | Levofloxacin | 110 | 1 time daily | No Change |
51 | 2011-06-15 | Telemedicine_Service | Cephalexin | 25 | 3 times daily | Improved |
52 | 2010-02-01 | Public | Trimethoprim/Sulfamethoxazole | 160 | 2 days | Worsened |
53 | 2010-02-01 | Public | Amoxicillin | 230 | 3 times daily | No Change |
54 | 2011-06-15 | Private_Practice | Levofloxacin | 40 | 1 time daily | Improved |
55 | 2010-02-01 | Private | Ciprofloxacin | 100 | 2 times daily | Improved |
56 | 2010-02-01 | Private | Azithromycin | 100 | 5 days | Worsened |
57 | 2010-02-01 | Private | Ciprofloxacin | 85 | 2 times daily | No Change |
58 | 2010-02-01 | Private | Ciprofloxacin | 100 | 2 times daily | Improved |
59 | 2010-02-01 | Private | Ciprofloxacin | 110 | 1 day | Worsened |
60 | 2010-04-01 | Private | Ciprofloxacin | 100 | 2 times daily | No Change |
61 | 2011-06-15 | Federal_Health_Center | Nitrofurantoin | 35 | 2 times daily | Improved |
62 | 2010-02-01 | Private | Amoxicillin | 60 | 3 times daily | Worsened |
63 | 2010-02-01 | Private | Tetracycline | 30 | 7 days | Worsened |
64 | 2011-06-15 | Specialized_Center | Nitrofurantoin | 20 | 2 times daily | Improved |
65 | 2010-02-01 | Public | Cephalexin | 150 | 4 times daily | Improved |
66 | 2010-02-01 | Public | Doxycycline | 15 | 2 times daily | Worsened |
67 | 2010-02-01 | Public | Clindamycin | 130 | 4 times daily | No Change |
68 | 2010-02-01 | Public | Cephalexin | 150 | 4 times daily | Improved |
69 | 2010-02-01 | Public | Erythromycin | 85 | 4 times daily | Worsened |
70 | 2010-05-01 | Public | Clindamycin | 140 | 3 times daily | No Change |
71 | 2011-06-15 | Specialized_Outpatient_Clinic | Clindamycin | 40 | 4 times daily | Improved |
72 | 2010-02-01 | Public | Ciprofloxacin | 140 | 2 times daily | Worsened |
73 | 2010-02-01 | Public | Azithromycin | 150 | 5 days | Improved |
74 | 2011-06-15 | Public_Hospital | Azithromycin | 120 | 5 days | Improved |
75 | 2010-02-01 | Private | Azithromycin | 170 | 5 days | Improved |
76 | 2010-02-01 | Private | Erythromycin | 25 | 3 times daily | Worsened |
77 | 2010-02-01 | Private | Trimethoprim | 45 | 2 times daily | No Change |
78 | 2010-02-01 | Private | Azithromycin | 170 | 5 days | Improved |
79 | 2010-02-01 | Private | Azithromycin | 100 | 5 days | Worsened |
80 | 2010-05-01 | Private | Azithromycin | 125 | 5 days | No Change |
81 | 2011-06-15 | Emergency_Department | Azithromycin | 60 | 5 days | Improved |
82 | 2010-02-01 | Private | Metronidazole | 85 | 5 times daily | Worsened |
83 | 2010-02-01 | Private | Amoxicillin | 85 | 3 times daily | No Change |
84 | 2011-06-15 | Telehealth_Service | Cefdinir | 45 | 3 times daily | Improved |
85 | 2010-02-01 | Public | Amoxicillin | 155 | 3 times daily | Improved |
86 | 2010-02-01 | Public | Levofloxacin | 10 | 1 day | Worsened |
87 | 2010-02-01 | Public | Amoxicillin | 70 | 3 times daily | No Change |
88 | 2010-02-01 | Public | Amoxicillin | 115 | 3 times daily | Improved |
89 | 2010-02-01 | Public | Levofloxacin | 105 | 1 day | Worsened |
90 | 2010-06-01 | Public | Nitrofurantoin | 150 | 2 times daily | No Change |
91 | 2011-06-15 | Integrated_Primary_Care | Ciprofloxacin | 10 | 1 time daily | Improved |
92 | 2010-02-01 | Public | Azithromycin | 170 | 5 days | Worsened |
93 | 2010-02-01 | Public | Ciprofloxacin | 120 | 2 times daily | Improved |
94 | 2011-06-15 | University_Hospital | Metronidazole | 55 | 4 times daily | Improved |
95 | 2010-02-01 | Private | Ciprofloxacin | 95 | 2 times daily | Improved |
96 | 2010-02-01 | Private | Trimethoprim/Sulfamethoxazole | 60 | 3 times daily | Worsened |
97 | 2010-02-01 | Private | Ciprofloxacin | 95 | 2 times daily | No Change |
98 | 2010-02-01 | Private | Ciprofloxacin | 95 | 2 times daily | Improved |
99 | 2010-02-01 | Private | Clindamycin | 70 | 4 times daily | Worsened |
Antibiotic_Usage_Trends
tags: healthcare_system, prescription_patterns, time_series_analysis
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'Antibiotic_Usage_Trends' dataset contains records of antibiotic prescription patterns across various healthcare systems over a decade. It includes information on the types of antibiotics prescribed, frequency, and dosage, as well as associated patient outcomes. The dataset is ideal for time series analysis and identifying trends in prescription practices.
CSV Content Preview:
Date,Healthcare_System,Antibiotic_Type,Prescription_Count,Dosage_Frequency,Outcome_Label
2010-01-01,Public,Amoxicillin,150,3 times daily,Improved
2010-01-01,Private,Ciprofloxacin,80,2 times daily,Improved
2010-01-01,Public,Azithromycin,200,5 days,Worsened
2010-01-01,Private,Amoxicillin,75,3 times daily,No Change
2010-01-01,Public,Ciprofloxacin,90,2 times daily,Improved
Source of the data:
The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query '':
- Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=Antibiotic_Usage_Trends&tags=healthcare_system,+prescription_patterns,+time_series_analysis
- Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub
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