***Starting on March 7th, 2024, the Los Angeles Police Department (LAPD) will adopt a new Records Management System for reporting crimes and arrests. This new system is being implemented to comply with the FBI's mandate to collect NIBRS-only data (NIBRS — FBI - https://www.fbi.gov/how-we-can-help-you/more-fbi-services-and-information/ucr/nibrs). During this transition, users will temporarily see only incidents reported in the retiring system. However, the LAPD is actively working on generating new NIBRS datasets to ensure a smoother and more efficient reporting system. *** **Update 1/18/2024 - LAPD is facing issues with posting the Crime data, but we are taking immediate action to resolve the problem. We understand the importance of providing reliable and up-to-date information and are committed to delivering it. As we work through the issues, we have temporarily reduced our updates from weekly to bi-weekly to ensure that we provide accurate information. Our team is actively working to identify and resolve these issues promptly. We apologize for any inconvenience this may cause and appreciate your understanding. Rest assured, we are doing everything we can to fix the problem and get back to providing weekly updates as soon as possible. ** This dataset reflects incidents of crime in the City of Los Angeles dating back to 2020. 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. Please note questions or concerns in the comments.

This dataset reflects incidents of crime in the City of Los Angeles dating back to 2020. This data is transcribed from original crime reports that are typed on paper and therefore there may be some inaccuracies within the data.

Variable Definitions Variable: Description: Type DR_NO Division of Records Number: Official file number made up of a 2 digit year, area ID, and 5 digits Alphanumeric/String Date Rptd Date reported for the crime- MM/DD/YYYY Date and Time DATE OCC Crime occured on the date -MM/DD/YYYY Date and Time TIME OCC The time the crime occured- In 24 hour military time. Numeric/String AREA The LAPD has 21 Community Police Stations referred to as Geographic Areas within the department. These Geographic Areas are sequentially numbered from 1-21. Numeric/String AREA NAME The 21 Geographic Areas or Patrol Divisions are also given a name designation that references a landmark or the surrounding community that it is responsible for. For example 77th Street Division is located at the intersection of South Broadway and 77th Street, serving neighborhoods in South Los Angeles. String Rpt Dist No A four-digit code that represents a sub-area within a Geographic Area. All crime records reference the "RD" that it occurred in for statistical comparisons. Find LAPD Reporting Districts on the LA City GeoHub at http://geohub.lacity.org/datasets/c4f83909b81d4786aa8ba8a74a4b4db1_4 Numeric/String Part 1-2 Part 1 refers to serious felonies and Part 2 refers to less serious crimes Numeric Crm Cd Indicates the crime committed. (Same as Crime Code 1) Numeric/String Crm Cd Desc Defines the Crime Code provided. String Mocodes Modus Operandi: Activities associated with the suspect in commission of the crime.See attached PDF for list of MO Codes in numerical order. https://data.lacity.org/api/views/y8tr-7khq/files/3a967fbd-f210-4857-bc52-60230efe256c?download=true&filename=MO%20CODES%20(numerical%20order).pdf Numeric/String Vict Age Age of the victim Numeric/String Vict Sex F - Female M - Male X - Unknown String Vict Descent Descent Code: A - Other Asian B - Black C - Chinese D - Cambodian F - Filipino G - Guamanian H - Hispanic/Latin/Mexican I - American Indian/Alaskan Native J - Japanese K - Korean L - Laotian O - Other P - Pacific Islander S - Samoan U - Hawaiian V - Vietnamese W - White X - Unknown Z - Asian Indian String Premis Cd The type of structure, vehicle, or location where the crime took place. Numeric Premis Desc Defines the Premise Code provided. String Weapon Used Cd The type of weapon used in the crime. Numeric/String Weapon Desc Defines the Weapon Used Code provided. String Status Status of the case. (IC is the default) String Status Desc Defines the Status Code provided. String Crm Cd 1 Indicates the crime committed. Crime Code 1 is the primary and most serious one. Crime Code 2, 3, and 4 are respectively less serious offenses. Lower crime class numbers are more serious. Numeric/String Crm Cd 2 May contain a code for an additional crime, less serious than Crime Code 1. Numeric/String Crm Cd 3 May contain a code for an additional crime, less serious than Crime Code 1. Numeric/String Crm Cd 4 May contain a code for an additional crime, less serious than Crime Code 1. Numeric/String LOCATION Street address of crime incident rounded to the nearest hundred block to maintain anonymity String Cross Street Cross Street of rounded Address String LAT Latitude Numeric LON Longtitude Numeric

*NOTE: For the Data type which we have mentioned as "Numeric/string", the original source desribed them as a plain text but the dataset consists of numerical values for that variable, so for easy understanding we have mentioned "Numeric/string".

Suggested Data Preprocessing:

• Remove time from dates
• Convert Time variable values to actual time from numeric
• Create a new column including both latitude and longitude for easy data visulaizations or location pointing.
• Use NA or some string for missing descriptions
• Use some unique value for missing codes or leave it blank

Recommended Usage: This dataset can be used to find the crime trends, their reasons, correlation between crimes and events, future predection of crimes by undertanding crime patterns, visualizations of crime trends over years or places or gender or type of weapons, and many more.

This dataset reflects incidents of crime in the City of Los Angeles from 2010 - 2019. 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. Please note questions or concerns in the comments.

Serious violent crimes consist of Part 1 offenses as defined by the U.S. Department of Justice’s Uniform Reporting Statistics. These include murders, nonnegligent homicides, rapes (legacy and revised), robberies, and aggravated assaults. LAPD data were used for City of Los Angeles, LASD data were used for unincorporated areas and cities that contract with LASD for law enforcement services, and CA Attorney General data were used for all other cities with local police departments. This indicator is based on location of residence. Single-year data are only available for Los Angeles County overall, Service Planning Areas, Supervisorial Districts, City of Los Angeles overall, and City of Los Angeles Council Districts.Neighborhood violence and crime can have a harmful impact on all members of a community. Living in communities with high rates of violence and crime not only exposes residents to a greater personal risk of injury or death, but it can also render individuals more susceptible to many adverse health outcomes. People who are regularly exposed to violence and crime are more likely to suffer from chronic stress, depression, anxiety, and other mental health conditions. They are also less likely to be able to use their parks and neighborhoods for recreation and physical activity.For more information about the Community Health Profiles Data Initiative, please see the initiative homepage.

Description

This dataset reflects incidents of crime in the City of Los Angeles dating back to 2020. This data is transcribed from original crime reports that are typed on paper and therefore there may be some inaccuracies within the data.

Variable Definitions

***NOTE:** For the Data type which we have mentioned as "Numeric/string", the original source desribed them as a plain text but the dataset consists of numerical values for that variable, so for easy understanding we have mentioned "Numeric/string".

Suggested Data Preprocessing

• Remove time from dates
• Convert Time variable values to actual time from numeric
• Create a new column including both latitude and longitude for easy da...

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Well, Now that you’ve bravely crossed the virtual crime scene tape, find more details below👇

Description:

This dataset provides a detailed account of crime incidents reported in the City of Los Angeles from 2020 to the present day. The data is compiled from the Los Angeles Police Department (LAPD) and includes various features like the type of crime, date and time of occurrence, location, and demographic information of victims. With over four years of data, this dataset is invaluable for researchers, data scientists, and analysts who are interested in studying crime trends, identifying patterns, and developing predictive models to enhance public safety.

This dataset reflects incidents of crime in the City of Los Angeles dating back to 2020. The data is transcribed from original crime reports that are typed on paper, which may introduce some inaccuracies. Location fields with missing data are noted as (0°, 0°), and address fields are provided only to the nearest hundred block to maintain privacy. This data is as accurate as the data in the database.

Features:

Graph and download economic data for Combined Violent and Property Crime Offenses Known to Law Enforcement in Los Angeles County, CA (DISCONTINUED) (FBITC006037) from 2004 to 2020 about crime; violent crime; property crime; Los Angeles County, CA; Los Angeles; CA; and USA.

The dataset contains a subset of locations and attributes of incidents reported in the ASAP (Analytical Services Application) crime report database by the District of Columbia Metropolitan Police Department (MPD). Visit crimecards.dc.gov for more information. This data is shared via an automated process where addresses are geocoded to the District's Master Address Repository and assigned to the appropriate street block. Block locations for some crime points could not be automatically assigned resulting in 0,0 for x,y coordinates. These can be interactively assigned using the MAR Geocoder.On February 1 2020, the methodology of geography assignments of crime data was modified to increase accuracy. From January 1 2020 going forward, all crime data will have Ward, ANC, SMD, BID, Neighborhood Cluster, Voting Precinct, Block Group and Census Tract values calculated prior to, rather than after, anonymization to the block level. This change impacts approximately one percent of Ward assignments.

The dataset captures instances of criminal activities within the City of Los Angeles, spanning from 2020 onwards. The information originates from handwritten crime reports and, consequently, might contain certain inaccuracies. Instances of missing data in location fields are indicated as (0°, 0°). To uphold privacy, address details are generalized to the closest hundred-block level. It's important to note that the accuracy of this dataset is comparable to the accuracy of the database.

Below are the details of various columns in the dataset:

| Column Name | Data Type | Description | Type | | ----- | ----- | | DR_NO |Text | Division of Records Number: Official file number made up of a 2 digit year, area ID, and 5 digits | Plain Text | | Date Rptd | Floating Timestamp | MM/DD/YYYY | Date & Time | | DATE OCC | Floating Timestamp | MM/DD/YYYY | Date & Time | | TIME OCC | Text | In 24 hour military time. | Plain Text | | AREA | Text | The LAPD has 21 Community Police Stations referred to as Geographic Areas within the department. These Geographic Areas are sequentially numbered from 1-21. | Plain Text | | AREA NAME | Text | The 21 Geographic Areas or Patrol Divisions are also given a name designation that references a landmark or the surrounding community that it is responsible for. For example 77th Street Division is located at the intersection of South Broadway and 77th Street, serving neighborhoods in South Los Angeles. | Plain Text | | Rpt Dist No | Text | A four-digit code that represents a sub-area within a Geographic Area. All crime records reference the "RD" that it occurred in for statistical comparisons. Find LAPD Reporting Districts on the LA City GeoHub at http://geohub.lacity.org/datasets/c4f83909b81d4786aa8ba8a74a4b4db1_4 | Plain Text | | Part 1-2 | Number | Number | | |Crm Cd |Text | Indicates the crime committed. (Same as Crime Code 1) | Plain Text | | Crm Cd Desc | Text | Defines the Crime Code provided. | Plain Text | | Mocodes | Text | Modus Operandi: Activities associated with the suspect in commission of the crime. | Plain Text | | Vict Age |Text | Two character numeric | Plain Text | |Vict Sex | Text | F - Female M - Male X - Unknown | Plain Text | | Vict Descent| Text | Descent Code: A - Other Asian B - Black C - Chinese D - Cambodian F - Filipino G - Guamanian H - Hispanic/Latin/Mexican I - American Indian/Alaskan Native J - Japanese K - Korean L - Laotian O - Other P - Pacific Islander S - Samoan U - Hawaiian V - Vietnamese W - White X - Unknown Z - Asian Indian | Plain Text | | Premis Cd |Number | The type of structure, vehicle, or location where the crime took place. | Number | | Premis | Desc | Text | Defines the Premise Code provided. | Plain Text | | Weapon Used Cd | Text | The type of weapon used in the crime. | Plain Text | | Weapon Desc | Text | Defines the Weapon Used Code provided. | Plain Text | | Status | Text | Status of the case. (IC is the default) | Plain Text | | Status Desc | Text | Defines the Status Code provided. | Plain Text | | Crm Cd 1 | Text | Indicates the crime committed. Crime Code 1 is the primary and most serious one. Crime Code 2, 3, and 4 are respectively less serious offenses. Lower crime class numbers are more serious. | Plain Text | | Crm Cd 2 |Text | May contain a code for an additional crime, less serious than Crime Code 1. | Plain Text | | Crm Cd 3 | Text | May contain a code for an additional crime, less serious than Crime Code 1. | Plain Text | | Crm Cd 4 | Text | May contain a code for an additional crime, less serious than Crime Code 1. | Plain Text | | LOCATION | Text | Street address of crime incident rounded to the nearest hundred block to maintain anonymity. | Plain Text | | Cross Street | Text | Cross Street of rounded Address | Plain Text | | LAT |Number | Latitude | Number | | LON | Number | Longtitude | Number |

This is a pdf file link for Mocode's reference feel free to download

Graph and download economic data for Combined Violent and Property Crime Offenses Known to Law Enforcement in St. Bernard Parish, LA (DISCONTINUED) (FBITC022087) from 2004 to 2021 about St. Bernard Parish, LA; crime; violent crime; property crime; New Orleans; LA; and USA.

Los Angeles Crime Data

The "Los Angeles Crime Data" dataset offers a comprehensive look at reported criminal activities within the City of Los Angeles from 2020 to the present day. This dataset serves as a valuable resource for law enforcement agencies, researchers, policymakers, and the general public interested in understanding and addressing crime in one of the largest cities in the United States.

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Column descriptions:

DR_NO: Unique incident identifier.

Date Rptd: Date when the incident was reported.

DATE OCC: Date when the incident occurred.

TIME OCC: Time of day when the incident occurred.

AREA: Numeric code indicating the incident area.

AREA NAME: Name of the incident area.

Rpt Dist No: Reporting district within the area.

Part 1-2: Classification of the incident as Part 1 or Part 2 crime.

Crm Cd: Numeric code for the type of crime.

Crm Cd Desc: Description of the crime.

Mocodes: Codes describing the modus operandi of the crime.

Vict Age, Vict Sex, Vict Descent: Victim demographics.

Premis Cd: Numeric code for the incident location.

Premis Desc: Description of the incident location.

Weapon Used Cd: Code indicating weapon use.

Weapon Desc: Description of the weapon used.

Status: Incident status.

Status Desc: Description of the incident status.

Crm Cd 1-4: Additional related crime codes.

LOCATION: Approximate incident location.

Cross Street: Nearest cross street.

LAT: Latitude coordinate.

LON: Longitude coordinate.

Potential Applications:

Crime Analysis: Researchers and law enforcement can analyze this dataset to identify crime patterns, hotspots, and trends over time.

Public Safety: Local authorities can use this data to enhance public safety measures and allocate resources effectively.

Policy Development: Policymakers can make informed decisions regarding crime prevention and law enforcement strategies.

Community Engagement: Public awareness campaigns and community initiatives can be based on insights from this data.

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Note: It's important to keep in mind that this dataset is based on reported incidents, and the accuracy of the data may vary due to factors such as reporting practices and data entry errors. Researchers and analysts should exercise caution when drawing conclusions from the data.

Graph and download economic data for Combined Violent and Property Crime Offenses Known to Law Enforcement in Orange County, CA (DISCONTINUED) (FBITC006059) from 2004 to 2020 about Orange County, CA; crime; violent crime; property crime; Los Angeles; CA; and USA.

Part 1 crimes, as defined by the Federal Bureau of Investigation (FBI), are:

Criminal Homicide Forcible Rape Robbery Aggravated Assault Burglary Larceny Theft Grand Theft Auto Arson

Part 2 crimes, as defined by the Federal Bureau of Investigation (FBI), are:

Forgery Fraud And NSF Checks Sex Offenses Felonies Sex Offenses Misdemeanors Non-Aggravated Assaults Weapon Laws Offenses Against Family Narcotics Liquor Laws Drunk / Alcohol / Drugs Disorderly Conduct Vagrancy Gambling Drunk Driving Vehicle / Boat Vehicle / Boating Laws Vandalism Warrants Receiving Stolen Property Federal Offenses without Money Federal Offenses with Money Felonies Miscellaneous Misdemeanors Miscellaneous

Note About Date Fields:By default, the cloud database assumes all date fields are provided in UTC time zone. As a result, the system attempts to convert to the local time zone in your browser resulting in dates that appear differently than the source file. For example, a user viewing the data in PST will see times that are 8 hours behind. For an example of how dates are displayed, see the example below: Source & Download File Online Database Table Display (Example for PST User)

3/18/2023 8:07:00 AM PST 3/18/2023 8:07:00 AM UTC 3/18/2023 12:07:00 AM DATA DICTIONARY:

Field Name
Field Description


LURN_SAK
System assigned number for the case


Incident Date
Date the crime incident occurred


Incident Reported Date
Date the crime was reported to LASD


Category
Incident crime category


Stat Code
A three digit numerical coding system to identify the primary crime category for an incident


Stat Code Desc
The definition of the statistical code number


Address
The street number, street name, state and zip where the incident occurred


Street
The street number and street name where the incident occurred


City
The city where the incident occurred


Zip
The zip code of the location where the incident occurred


Incident ID
The URN #, or Uniform Report Number, is a unique # assigned to every criminal and noncriminal incident


Reporting District
A geographical area defined by LASD which is within a city or unincorporated area where the incident occurred


Sequential (per Station)
Each incident for each station is issued a unique sequence # within a given year


Gang Related
Indicates if the crime incident was gang related


Unit ID
ORI # is a number issued by the FBI for every law enforcement agency


Unit Name
Station Name


Longitude
Longitude (as plotted on the nearest half block street segment)


Latitude
Latitude (as plotted on the nearest half block street segment)


Part Category
Part I Crime or Part II Crime indicator

Graph and download economic data for Combined Violent and Property Crime Offenses Known to Law Enforcement in Washington Parish, LA (DISCONTINUED) (FBITC022117) from 2004 to 2021 about Washington Parish, LA; crime; violent crime; property crime; LA; and USA.

Graph and download economic data for Combined Violent and Property Crime Offenses Known to Law Enforcement in Madison Parish, LA (DISCONTINUED) (FBITC022065) from 2005 to 2020 about Madison Parish, LA; crime; violent crime; property crime; LA; and USA.

Graph and download economic data for Combined Violent and Property Crime Offenses Known to Law Enforcement in Jackson Parish, LA (DISCONTINUED) (FBITC022049) from 2005 to 2021 about Jackson Parish, LA; crime; violent crime; property crime; LA; and USA.

Graph and download economic data for Combined Violent and Property Crime Offenses Known to Law Enforcement in St. Mary Parish, LA (DISCONTINUED) (FBITC022101) from 2007 to 2021 about St. Mary Parish, LA; crime; violent crime; property crime; LA; and USA.

In order to promote the openness of data on delinquency and insecurity, the Ministry of Internal Security Statistics Service (SSMSI, Department of the Ministry of the Interior) has made available two annual databases on the main indicators of crimes and crimes recorded by the national police and gendarmerie, since 2016 at the municipal level depending on the place of commission. These databases are intended to be enriched as other indicators are trusted (scams, destruction/voluntary degradation, infringements of drug legislation, etc.). Two elements must be taken into account when interpreting the level of indicators: * the time limit for registration, which may create a time lag between the time the infringements occurred and the time when they are accounted for; * the complaint filing rate has an impact on the level of crime recorded. Environment and Safety Investigations are used to assess complaint rates. For example, according to these surveys on average over the period 2011-2018, only 12 % of victims of sexual violence outside the household file complaints, compared with 74 % for victims of burglaries. In addition, it should be noted that municipal data are not reported for the low values of recorded delinquency, both for reasons of interpretability of these data and respect for statistical confidentiality. Thus, when fewer than 6 crimes or offences are committed in a commune (number assessed by class of facts), they are published only if the situation persists for 3 years. The same applies to the absence of recorded facts (noted 0), which is disseminated only when the situation recurs over three successive years. Given the non-distribution of these highly volatile and sometimes geographically imprecise data, the share of delinquency events disseminated at the municipal level varies, depending on the indicator, between 59 % (for theft with arms) and 94 % (for theft without violence against persons) in 2021. 11 indicators are published, corresponding to the agglomeration of items in the standardised nomenclature called “state 4001”, used since 1971 to measure the judicial activity of services through monthly counts: 1) Voluntary Coups and Injuries on Persons 15 years of age or older, which include 2) Intra-Family Voluntary Injuries and Injuries on Persons 15 years of age or older and (3) Voluntary Injuries and Voluntary Injuries on Persons 15 years of age or older, 4) Sexual Violence, 5) Thefts with Arms, 6) Violent Unarmed Flights, 7) Theft without Violence Against Persons, 8) Housing Cambriolages, 9) Thefts of Vehicles (Automotive or Two Motor Wheels), 10) Flights in Vehicles, 11) Accessories Flights on Vehicles. Metadata Link to metadata Additional resources * Website Data.gouv.fr: https://www.data.gouv.fr/fr/datasets/bases-communale-et-departementale-des-principaux-indicateurs-des-crimes-et-delits-enregistres-par-la-police-et-la-gendarmerie-nationales/ The open platform of French public data offers for download the database of the main indicators of crimes and crimes recorded by the national police and gendarmerie, at the municipal and departmental level for the whole of France. * Website of the Ministry of the Interior: https://www.interieur.gouv.fr/Interstats/Publications/Interstats-Analyse/Geographie-de-la-delinquance-a-l-echelle-communale-Interstats-Analyse-N-44 The official website of the Ministry of the Interior offers for download the n°44 of Interstats Analyse, its publication dedicated to in-depth studies on topics related to insecurity and delinquency. This issue is devoted to the geography of delinquency at the communal scale. * Statistics-locales.insee: https://statistiques-locales.insee.fr/#bbox=-87880,6478122,406214,245401&c=indicator&i=ssmsi_nb_taux.tpm_cbv&s=2021&view=map1 The website of the National Institute of Statistics and Economic Studies (INSEE), dedicated to the visualisation of the indicators of the territory, allows to consult the 11 indicators per municipality throughout France (rate per thousand and number of facts)

Graph and download economic data for Combined Violent and Property Crime Offenses Known to Law Enforcement in Allen Parish, LA (DISCONTINUED) (FBITC022003) from 2010 to 2020 about Allen Parish, LA; crime; violent crime; property crime; LA; and USA.

Graph and download economic data for Combined Violent and Property Crime Offenses Known to Law Enforcement in Vermilion Parish, LA (DISCONTINUED) (FBITC022113) from 2004 to 2021 about Vermilion Parish, LA; crime; violent crime; property crime; LA; and USA.