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Crime Zone Heatmaps with Python and Folium
Daniel Romaniuk
Daniel Romaniuk
In this one hour long project-based course, you will tackle a real-world problem in data analysis and visualization. You will process a dataset of crime incidents in the city of Boston, and use this data to create an animated heatmap displaying crime hotspots.
Read more
In this one hour long project-based course, you will tackle a real-world problem in data analysis and visualization. You will process a dataset of crime incidents in the city of Boston, and use this data to create an animated heatmap displaying crime hotspots.
Read more
In this one hour long project-based course, you will tackle a real-world problem in data analysis and visualization. You will process a dataset of crime incidents in the city of Boston, and use this data to create an animated heatmap displaying crime hotspots.
Heatmaps use color to display a quantity that changes over two dimensions.
By the end of this project, you will have created heatmaps using code you will write in Python.
Register for this course and see more details by visiting:
OpenCourser.com/course/2q29tu/crime
What's inside
Syllabus
Project Overview
Welcome to the project!
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Develops technical skills directly applicable in industry
Develops theoretical and applied skills around data analysis and visualization
Appropriate for learners with a working knowledge of Pyhthon
Possible prerequisite for related courses or positions
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Save Crime Zone Heatmaps with Python and Folium to your list so you can find it easily later:
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Reviews summary
Interactive crime maps with python
According to students, this course is a very challenging and highly detailed course. Students did find it a bit hard to access the interactive screen in screen maps.
This course is very challenging.
"A bit hard to access the interactive screen in screen maps but a very challenging and highly detailed course thankyou."
This course is highly detailed.
"A bit hard to access the interactive screen in screen maps but a very challenging and highly detailed course thankyou."
It is somewhat difficult to access the interactive screen in screen maps.
"A bit hard to access the interactive screen in screen maps but a very challenging and highly detailed course thankyou."
Activities
Coming soon
We're preparing activities for
Crime Zone Heatmaps with Python and Folium.
These are activities you can do either before, during, or after a course.
Career center
Learners who complete Crime Zone Heatmaps with Python and Folium will develop knowledge and skills
that may be useful to these careers:
Geographic Information Systems (GIS) Analyst
Geographic Information Systems (GIS) Analyst
GIS Analysts use geographic information systems (GIS) to analyze and visualize spatial data. This course provides a solid foundation in spatial analysis and visualization, which are essential skills for GIS Analysts.
Police Officer
Police Officer
Police Officers protect and serve the community. This course may be useful for Police Officers who are interested in developing their skills in crime analysis and visualization.
Law Enforcement Officer
Law Enforcement Officer
Law Enforcement Officers enforce the law and maintain public order. This course may be useful for Law Enforcement Officers who are interested in developing their skills in crime analysis and visualization.
Data Scientist
Data Scientist
Data Scientists use data to solve complex problems and improve decision-making. This course provides an introduction to spatial analysis and visualization, which are valuable skills for Data Scientists.
Urban Planner
Urban Planner
Urban Planners design and implement plans for the development of urban areas. This course may be useful for Urban Planners who are interested in developing their skills in crime analysis and visualization.
Cartographer
Cartographer
Cartographers translate and display geographical data into maps and charts. Crime analysis and visualization are relevant to this role. This course helps build a foundation in spatial analysis and visualization, enabling you to create informative maps for effective decision-making.
Sociologist
Sociologist
Sociologists study human behavior and society. This course may be useful for Sociologists who are interested in developing their skills in crime analysis and visualization.
Market Research Analyst
Market Research Analyst
Market Research Analysts collect and analyze data on consumer behavior and market trends. This course may be useful for Market Research Analysts who are interested in developing their skills in crime analysis and visualization.
Data Analyst
Data Analyst
Data Analysts collect, analyze, and interpret data to identify trends and patterns. This course may be useful for Data Analysts who are interested in developing their skills in crime analysis and visualization.
Public Safety Officer
Public Safety Officer
Public Safety Officers protect the public from harm. This course may be useful for Public Safety Officers who are interested in developing their skills in crime analysis and visualization.
Geographer
Geographer
Geographers study the Earth's physical and human characteristics. This course may be useful for Geographers who are interested in developing their skills in crime analysis and visualization.
Journalist
Journalist
Journalists investigate and report on news events. This course may be useful for Journalists who are interested in developing their skills in crime analysis and visualization.
Information Security Analyst
Information Security Analyst
Information Security Analysts design and implement security measures to protect information systems from unauthorized access, use, disclosure, disruption, modification, or destruction. This course may be useful for Information Security Analysts who are interested in developing their skills in crime analysis and visualization.
Risk Analyst
Risk Analyst
Risk Analysts identify and assess risks to an organization or individual. This course may be useful for Risk Analysts who are interested in developing their skills in crime analysis and visualization.
Social Worker
Social Worker
Social Workers help people address social and emotional problems. This course may be useful for Social Workers who are interested in developing their skills in crime analysis and visualization.
For more career information including salaries, visit:
OpenCourser.com/course/2q29tu/crime
Reading list
We've selected eight books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Crime Zone Heatmaps with Python and Folium.
Provides a comprehensive overview of data analysis using Python, covering topics such as data cleaning, wrangling, visualization, and modeling.
This handbook provides a comprehensive overview of criminology, including topics such as crime theory, crime patterns, and crime prevention.
This handbook provides a comprehensive overview of criminological theory, including topics such as classical theory, positivist theory, and postmodern theory.
Save
Provides a good overview of crime mapping and the use of GIS for crime analysis. It does not go into depth on data visualization techniques.
Covers web-based data visualization. It focuses on d3.js, which is not used in this course, but provides insights into the principles of creating interactive data visualizations.
Provides a comprehensive overview of spatial data analysis using R, including topics such as data cleaning, wrangling, visualization, and modeling.
Provides a good overview of crime mapping and the use of GIS for crime analysis. It does not go into depth on data visualization techniques.
Provides a good overview of the relationship between crime and public policy. It does not go into depth on data visualization techniques.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/2q29tu/crime
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Effort
1 hour
Level
Introductory
Via
Coursera
Institution
Coursera Project Network
Instructor
Daniel Romaniuk
Language
English
Good to know
Develops technical skills directly applicable in industry
Develops theoretical and applied skills around data analysis and visualization
Appropriate for learners with a working knowledge of Pyhthon
Possible prerequisite for related courses or positions
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