I would like to build the system for the prevention activities in emergency response center or community. But I need to find a algorithm to apply my prevention system to predict the incidents. But I am a beginner of data analysis and algorithm of clustering, classification, or association to analyze the data and find a pattern to predict the incidents.
Can I have your support what kind clustering, classification algorithm I need to apply for those purpose?
Total Data size : 5,068
This data has the street, day, time, age, place, and incident type. Using 5 factors, I want to predict the incident at what day and time, which street and place, what age will occur. Using those algorithm, I would like to recommend the prevention activities to 911 emergency center and community to help each other.
Street Day Time Age Place Incident type
Bangcheon Tues 10:04 81 Home High pressure
Bangcheon Tues 23:14 44 Home Falling
Dongcheon Tues 16:27 62 Office High pressure
Bulro Tues 13:16 86 Home Injuried
Anshim3-4 Wendes 11:55 79 Home Diabetic
Anshim3-4 Tues 18:48 57 Home Diabetic
Heomok Wendes 11:04 79 Mountain Falling
Heomok Fri 05:00 42 Regidential Falling
Jijeo Thurs 08:47 61 Home Diabetic
Anshim3-4 Tues 18:48 57 Home Injuried
Anshim3-4 Tues 18:48 57 Home ??? what incidents