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Python Data Scraping, Cleaning and More

$50/hr Starting at $500

  • I extract and structure web data using Python so you can use it in the real world: 
  • Research, competitive analysis, inventory lists, directories, and qualified lead lists.


What I can deliver:

  • Data pulled from websites, directories, listings, and search results

  • Cleaned, normalized output: CSV, Excel, JSON, Google Sheets-ready

  • Deduping and validation: emails, phones, URLs, locations, categories

  • Optional enrichment: tagging, categorization, basic matching to your existing list

  • Repeatable scripts for ongoing updates, refreshes, and change monitoring


How I work:

  • You tell me the source URLs, the fields you need, and the output format

  • I confirm feasibility, volume, and timeline, then build the extractor

  • You get a sample output first, then the full run after approval


Important notes:

  • I do not bypass logins, paywalls, or CAPTCHAs, and I respect site rules where applicable

  • You hire me, you get me, no outsourcing

If you need reliable structured data, not a messy dump, I’m a strong fit.

About

$50/hr Ongoing

Download Resume

  • I extract and structure web data using Python so you can use it in the real world: 
  • Research, competitive analysis, inventory lists, directories, and qualified lead lists.


What I can deliver:

  • Data pulled from websites, directories, listings, and search results

  • Cleaned, normalized output: CSV, Excel, JSON, Google Sheets-ready

  • Deduping and validation: emails, phones, URLs, locations, categories

  • Optional enrichment: tagging, categorization, basic matching to your existing list

  • Repeatable scripts for ongoing updates, refreshes, and change monitoring


How I work:

  • You tell me the source URLs, the fields you need, and the output format

  • I confirm feasibility, volume, and timeline, then build the extractor

  • You get a sample output first, then the full run after approval


Important notes:

  • I do not bypass logins, paywalls, or CAPTCHAs, and I respect site rules where applicable

  • You hire me, you get me, no outsourcing

If you need reliable structured data, not a messy dump, I’m a strong fit.

Skills & Expertise

APIAutomation EngineeringData AcquisitionData EntryData ExtractionData ManagementJSONLead GenerationPythonSales Lead GenerationSQLVersion ControlWeb ScrapingXHTMLXML

19 Reviews

  • Craig 343

    Craig 343 says,

    Despite some issues due to the thrid party we used, JC stuck with it and helped resolve everything. Thanks very much JC!

    for Mechanical Turk Survey Project on Jun 02, 2023

  • Craig 343

    Craig 343 says,

    JC did a great job!

    for Mechanical Turk Survey Project on Jun 02, 2023

  • David 4269

    David 4269 says,

    JC assisted me with developing a project plan for a somewhat complex application, and introduced me to another vendor with more expertise in areas that were not JC's strength. He was very responsive, professional, resourceful, and technically knowledgeable about software best practices as well as project resources needed. He provided me a report/analysis at the end of the project that is very helpful. I'm still digesting what he recommended. I hope we can work together again in the future.

    for Restaurant webpage + data integration on Nov 19, 2022

  • Nikki 103

    Nikki 103 says,

    JC is amazing and very professional! I cannot be more pleased.

    for Help create word templates on Sep 13, 2022

  • Connie_Petrig-Compton

    Connie_Petrig-Compton says,

    Work was quick and just handled....that's what I need....for things to be just handled. Definitely a 5 stars freelancer! Would give 6 if I could.

    for fix wix website index page on Aug 15, 2022

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