LA-Crime_Data_2020_to_February_2023.

Los Angeles, California 😎. The City of Angels. Tinseltown. The Entertainment Capital of the World!

Los Angeles, California, stands as a beacon for global dreamers, drawing individuals from all corners of the world who aspire to carve out their path to success and prominence. Amidst the city's promises of prosperity, however, lie a plethora of opportunities, not all of which are virtuous. While LA boasts picturesque weather and a relaxed lifestyle, it bears the reputation of harboring a significant crime rate – a facet of life that may not astonish, given its position as the second most populous city in the United States. In this multifaceted city, dreams are pursued, but shadows lurk, creating a dichotomy that defines the essence of Los Angeles.

Los Angeles has faced persistent issues related to crime. As the second most populous city in the United States, it grapples with the challenges that come with urban density. While the warm climate and laid-back lifestyle create an inviting atmosphere, they also contribute to the prevalence of homelessness, with thousands of individuals living on the streets. Moreover, the city has struggled with crime rates, including gang-related violence and property crime. Understanding the root causes and consequences of these issues is vital for any comprehensive examination of Los Angeles.

Project Goals:

Exploring the Success Story:

Investigate the factors that make Los Angeles an international destination for success and ambition, including its contributions to various industries, its cultural impact, and its entrepreneurial ecosystem.

Understanding the Crime Conundrum:

Analyze the historical context, socioeconomic factors, and policies that have shaped the city's crime rates. Explore the impact of crime on different communities within Los Angeles.

Community Perspectives:

Incorporate the voices and experiences of residents, both those who have realized their dreams in the city and those who grapple with its challenges. Understand how their narratives reflect the city's dual nature.

Policy Recommendations:

Propose evidence-based recommendations for addressing the crime issue and enhancing opportunities for all residents in Los Angeles.

crimes.csv

Column	Description
`'DR_NO'`	Division of Records Number: Official file number made up of a 2-digit year, area ID, and 5 digits.
`'Date_Rptd'`	Date reported - MM/DD/YYYY.
`'DATE_OCC'`	Date of occurrence - MM/DD/YYYY.
`'TIME_OCC'`	In 24-hour military time.
`'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, the 77th Street Division is located at the intersection of South Broadway and 77th Street, serving neighborhoods in South Los Angeles.
`'Crm_Cd_Desc'`	Indicates the crime committed.
`'Vict_Age'`	Victim's age in years.
`'Vict_Sex'`	Victim's sex: `F`: Female, `M`: Male, `X`: Unknown.
`'Vict_Descent'`	Victim's descent: `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
`'Weapon_Desc'`	Description of the weapon used (if applicable).
`'Status_Desc'`	Crime status.
`'LOCATION'`	Street address of the crime.

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