Data
Crimes-in-Los-angeles-from-2010

Crimes-in-Los-angeles-from-2010

active ARFF CC0: Public Domain Visibility: public Uploaded 24-03-2022 by Dustin Carrion
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
  • Computer Systems Machine Learning
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset reflects incidents of crime in the City of Los Angeles dating back to 2010. This data is transcribed from original crime reports that are typed on paper and therefore there may be some inaccuracies within the data. Some location fields with missing data are noted as (0, 0). Address fields are only provided to the nearest hundred block in order to maintain privacy. This data is as accurate as the data in the database. This data was taken from data.gov(https://catalog.data.gov/dataset/crime-data-from-2010-to-present) It includes Date and time when was the crime took place, area where it has happen, type of crime and weapon used.

26 features

DR_Numbernumeric1692056 unique values
0 missing
Date_Reportedstring2977 unique values
0 missing
Date_Occurredstring2977 unique values
0 missing
Time_Occurrednumeric1438 unique values
0 missing
Area_IDnumeric21 unique values
0 missing
Area_Namestring21 unique values
0 missing
Reporting_Districtnumeric1287 unique values
0 missing
Crime_Codenumeric139 unique values
0 missing
Crime_Code_Descriptionstring142 unique values
398 missing
MO_Codesstring373145 unique values
183723 missing
Victim_Agenumeric90 unique values
136070 missing
Victim_Sexstring5 unique values
155981 missing
Victim_Descentstring20 unique values
156017 missing
Premise_Codenumeric314 unique values
94 missing
Premise_Descriptionstring306 unique values
3273 missing
Weapon_Used_Codenumeric80 unique values
1131579 missing
Weapon_Descriptionstring79 unique values
1131580 missing
Status_Codestring9 unique values
2 missing
Status_Descriptionstring6 unique values
0 missing
Crime_Code_1numeric146 unique values
7 missing
Crime_Code_2numeric139 unique values
1584797 missing
Crime_Code_3numeric55 unique values
1689640 missing
Crime_Code_4numeric11 unique values
1691978 missing
Addressstring71877 unique values
0 missing
Cross_Streetstring11522 unique values
1410694 missing
Location_string61170 unique values
9 missing

19 properties

1692056
Number of instances (rows) of the dataset.
26
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
9275842
Number of missing values in the dataset.
1692040
Number of instances with at least one value missing.
12
Number of numeric attributes.
0
Number of nominal attributes.
0
Number of attributes divided by the number of instances.
46.15
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
100
Percentage of instances having missing values.
Average class difference between consecutive instances.
21.08
Percentage of missing values.

0 tasks

Define a new task