collect data from public/government crime map websites

@livegoodlife

Hello there, I am experienced in web scraping and building scripts or a Windows desktop application using Python. I am also experienced in large data scraping from a given website, bypassing IP, Captcha, and anti-bot or cloud flair protection. Please message me to discuss this project in detail. Best Regards Enamul

@sfdesigning12

Hi Jugpal S., I have carefully read through your project description and I believe I have the relevant skills and experience to assist you. With a background in Brand Management and Social Media Marketing, I have worked on similar creative tasks that required attention to detail and precision. I would love to invite you to review my portfolio https://www.freelancer.com/u/sfdesigning12 to see some of my previous work. Approaching this project, I plan to use Python for data fetching and normalization, ensuring a clean and unified schema in Google Sheets. For maps without APIs, I will employ compliant data extraction and GIS parsing using tools like ArcGIS or Mapbox. I will ensure a CAPTCHA and rate-limit safe approach, along with clean and documented code for easy maintenance. If you have any questions or would like to discuss further, please feel free to message me. I am eager to share more samples or portfolio items related to your niche. Thank you, and I look forward to working with you. Best regards, Saif A.

@Ahmadtahirr

Hello,

@rohaansheikh90

Hi Jugpal, Your project collect data from public/government crime map websites stood out instantly—and for good reason. After reviewing your requirements, I’m confident my experience in Facebook Marketing puts me in a strong position to deliver results that don’t just meet expectations, but raise the bar. I focus on clean execution, clear communication, and solutions that actually move the needle. If you’re looking for someone who treats your project like their own, we’ll work well together. View my profile & portfolio: ✨ https://www.freelancer.com/u/rohaansheikh90?sb=t ✨ Let’s connect via chat or a Freelancer call and turn your idea into something impactful. Best regards, Rohaan Sheikh

@mdabu38

Hello Jugpal, I can build an automated system to extract structured crime data from Canadian government crime maps using an API-first approach and compliant GIS parsing where needed. ✔️ Location, coordinates, business name, crime type, date ✔️ API integration or ethical map layer extraction (ArcGIS/Mapbox/Leaflet) ✔️ Output to Google Sheets + CSV/Excel ✔️ Scheduled daily/weekly runs or on demand ✔️ Clean, documented, scalable code Timeline: 5–10 days Cost: $250–$400 (depends on number of sources) Ready to start immediately and can verify data availability first.

@gauravchopracg

With a solid background as a Data Scientist specializing in Python and JavaScript, and the understanding of ArcGIS/Mapbox, I am convinced that I have the perfect arsenal of skills needed to develop an efficient crime data extraction system. My exposure to Natural Language Processing equips me with the knowledge to handle and parse the intricate information within government-provided crime maps, even in the absence of APIs. By featuring an API-first approach and resorting to ethical web scraping only when necessary, I ensure compliance with access policies without raising any suspicion that could result in CAPTCHA or rate-limit issues. The entire process will be streamlined through Google Sheets where the output data will be organized meticulously with a clean, unified schema. I believe that these experiences substantially enhance my ability to approach this project with creativity and innovative solutions. I respect the fact that this project demands the use of publicly available data for research purposes only. Therefore, I guarantee utmost adherence to legal protocols while maintaining a strict focus on providing you with the most sophisticated system for your legitimate requirements. Time and budget estimations will be provided after thoroughly understanding your specific needs in order to provide an accurate plan for implementation. Thank you for considering my application, I look forward to discussing this synergy further!

@jinufeb14

Drawing from my experience as a software engineer specializing in cloud computing, I have the technical acumen and problem-solving skills to build a robust automated data extraction system for your project. With my expertise in Python and knowledge of GIS tools such as ArcGIS and Mapbox, I can elegantly navigate the absence of APIs, ensuring compliant scraping and smooth GIS parsing to extract structured data for you. Not only am I familiar with handling CAPTCHA and rate-limiting effectively, but I'll also create clean, maintainable code with thorough documentation. For output, you can rely on me to provide an efficient solution. My proposition is to employ Google Sheets as the master output, utilizing Apps Script for scheduling daily/weekly runs or on-demand requests. Exporting the data in CSV/Excel formats is also an effortless task for me, enabling seamless integration into any workflows or databases you may have. This way, your research will always be up-to-date and easily manageable. Choosing me for this project means aligning yourself with a top-tier freelancer who is adept at staying within data accessibility policies and rate limits while exerting minimal strain on infrastructure costs. Let's leverage my problem-solving skills to handle data availability variations and other potential limitations. Together, we'll ensure that your business intelligence needs are met adequately through this legitimate use of public data.