René's URL Explorer Experiment


Title: Data Processing with Python • Python Land Tutorial

Open Graph Title: Data Processing with Python • Python Land Tutorial

Description: Python data processing tutorial with lots of code examples. Learn how to process YAML, JSON, XML, and other data formats.

Open Graph Description: Python data processing tutorial with lots of code examples. Learn how to process YAML, JSON, XML, and other data formats.

Opengraph URL: https://python.land/data-processing

X: @python_land

Generator: embed-optimizer 1.0.0-beta2

direct link

Domain: python.land

Hey, it has json ld scripts: 
{"@context":"https://schema.org","@graph":[{"@type":"TechArticle","@id":"https://python.land/data-processing#article","isPartOf":{"@id":"https://python.land/data-processing"},"author":{"name":"Erik van Baaren","@id":"https://python.land/#/schema/person/3a8810e04bb03868eabaa0ab99ea4e6e"},"headline":"Data Processing with Python","datePublished":"2020-12-14T11:02:32+00:00","dateModified":"2023-11-10T13:01:20+00:00","mainEntityOfPage":{"@id":"https://python.land/data-processing"},"wordCount":122,"commentCount":0,"publisher":{"@id":"https://python.land/#organization"},"image":{"@id":"https://python.land/data-processing#primaryimage"},"thumbnailUrl":"https://python.land/wp-content/uploads/2020/12/processing-jpg.webp","keywords":["guide"],"articleSection":["Tutorial"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https://python.land/data-processing#respond"]}]},{"@type":"WebPage","@id":"https://python.land/data-processing","url":"https://python.land/data-processing","name":"Data Processing with Python • Python Land Tutorial","isPartOf":{"@id":"https://python.land/#website"},"primaryImageOfPage":{"@id":"https://python.land/data-processing#primaryimage"},"image":{"@id":"https://python.land/data-processing#primaryimage"},"thumbnailUrl":"https://python.land/wp-content/uploads/2020/12/processing-jpg.webp","datePublished":"2020-12-14T11:02:32+00:00","dateModified":"2023-11-10T13:01:20+00:00","description":"Python data processing tutorial with lots of code examples. Learn how to process YAML, JSON, XML, and other data formats.","breadcrumb":{"@id":"https://python.land/data-processing#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https://python.land/data-processing"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https://python.land/data-processing#primaryimage","url":"https://python.land/wp-content/uploads/2020/12/processing-jpg.webp","contentUrl":"https://python.land/wp-content/uploads/2020/12/processing-jpg.webp","width":1200,"height":800,"caption":"python data processing"},{"@type":"BreadcrumbList","@id":"https://python.land/data-processing#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://python.land/"},{"@type":"ListItem","position":2,"name":"Data Processing with Python"}]},{"@type":"WebSite","@id":"https://python.land/#website","url":"https://python.land/","name":"Python Land","description":"","publisher":{"@id":"https://python.land/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://python.land/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https://python.land/#organization","name":"Python Land","url":"https://python.land/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https://python.land/#/schema/logo/image/","url":"https://python.land/wp-content/uploads/2021/04/pl-logo.png","contentUrl":"https://python.land/wp-content/uploads/2021/04/pl-logo.png","width":1200,"height":200,"caption":"Python Land"},"image":{"@id":"https://python.land/#/schema/logo/image/"},"sameAs":["https://x.com/python_land"]},{"@type":"Person","@id":"https://python.land/#/schema/person/3a8810e04bb03868eabaa0ab99ea4e6e","name":"Erik van Baaren","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https://python.land/#/schema/person/image/","url":"https://secure.gravatar.com/avatar/8aafde648a2392ac69a0f79db75935e8f4dfa1c98af9cbd56416483631927b91?s=96&d=mm&r=g","contentUrl":"https://secure.gravatar.com/avatar/8aafde648a2392ac69a0f79db75935e8f4dfa1c98af9cbd56416483631927b91?s=96&d=mm&r=g","caption":"Erik van Baaren"},"description":"Erik is the owner of Python Land and the author of many of the articles and tutorials on this website. He's been working as a professional software developer for 25 years, and he holds a Master of Science degree in computer science. His favorite language of choice: Python! Writing good articles takes time and effort. Did you like this tutorial? You can buy him a coffee to show your appreciation.","sameAs":["https://x.com/erikyan"]}]}
og:localeen_US
og:typearticle
og:site_namePython Land
article:modified_time2023-11-10T13:01:20+00:00
og:imagehttps://python.land/wp-content/uploads/2020/12/processing-jpg.webp
og:image:width1200
og:image:height800
og:image:typeimage/jpeg
twitter:cardsummary_large_image
twitter:label1Est. reading time
twitter:data11 minute
msapplication-TileColor#da532c
msapplication-config/wp-content/uploads/fbrfg/browserconfig.xml
theme-color#ffffff
msapplication-TileImagehttps://python.land/wp-content/uploads/2020/12/cropped-python-ico-300x300.png

Links:

Skip to contenthttps://python.land/data-processing#content
https://python.land/
Python Tutorialhttps://python.land/python-tutorial
Shophttps://python.land/shop
Bloghttps://python.land/blog
Login / Registerhttps://python.land/my-account
Contacthttps://python.land/contact
0https://python.land/cart
https://python.land/data-processing
Previous: Python Multiprocessinghttps://python.land/python-concurrency/python-multiprocessing
Next: JSON in Python https://python.land/data-processing/working-with-json
Homehttps://python.land/
data sciencehttps://python.land/data-science
Processing plain text fileshttps://python.land/operating-system/python-files
Working with JSONhttps://python.land/data-processing/working-with-json
Reading and writing YAML in Pythonhttps://python.land/data-processing/python-yaml
Processing CSV datahttps://python.land/data-processing/python-csv
Reading and Writing Excel files with Pythonhttps://python.land/data-processing/process-excel-data-in-python-and-pandas
Sale Product on sale Beginners Python Course (2025) https://python.land/product/python-course
Sale Product on sale Files, Folders, And The Command Line (2025) https://python.land/product/computer-fundamentals
Sale Product on sale Modules, Packages, And Virtual Environments (2025) https://python.land/product/python-fundamentals-2
Python Data Typeshttps://python.land/python-data-types
Online Python Interpreter: Run Python In Browserhttps://python.land/installing-python/python-in-the-browser
How To Open Python on Windows, Mac, Linuxhttps://python.land/installing-python/starting-python
Your First Python Programhttps://python.land/introduction-to-python/your-first-program
Previous: Python Multiprocessinghttps://python.land/python-concurrency/python-multiprocessing
Next: JSON in Python https://python.land/data-processing/working-with-json
Cancel replyhttps://python.land/data-processing#respond
logged inhttps://python.land/my-account/?redirect_to=https%3A%2F%2Fpython.land%2Fdata-processing
Introductionhttps://python.land/python-tutorial
Install Pythonhttps://python.land/installing-python
Online Python Interpreterhttps://python.land/installing-python/python-in-the-browser
How To Open Python on Windows, Mac, Linuxhttps://python.land/installing-python/starting-python
Introduction to Pythonhttps://python.land/introduction-to-python
The Python REPLhttps://python.land/introduction-to-python/the-repl
Python Variablehttps://python.land/introduction-to-python/variable
Python Stringhttps://python.land/introduction-to-python/strings
Python Print functionhttps://python.land/introduction-to-python/python-print
Python Booleanshttps://python.land/introduction-to-python/python-boolean-and-operators
For-loop and While-loophttps://python.land/introduction-to-python/python-for-loop
Python Functionshttps://python.land/introduction-to-python/functions
Your First Python Programhttps://python.land/introduction-to-python/your-first-program
Python Commentshttps://python.land/introduction-to-python/python-comment
Creating Python Programshttps://python.land/creating-python-programs
The Best Python IDEhttps://python.land/creating-python-programs/the-best-python-ide
Installing VSCodehttps://python.land/creating-python-programs/installing-and-starting-vscode
VSCode Python Extensionshttps://python.land/creating-python-programs/vscode-python-extensions
VSCode GUI Tourhttps://python.land/creating-python-programs/vscode-gui-tour
Python in VSCode: Running and Debugginghttps://python.land/creating-python-programs/python-in-vscode
Classes and Objects in Pythonhttps://python.land/objects-and-classes
Python Constructorhttps://python.land/objects-and-classes/python-constructors
Python Inheritancehttps://python.land/objects-and-classes/python-inheritance
Structure Your Projecthttps://python.land/project-structure
Python Modules And Importinghttps://python.land/project-structure/python-modules
Python Packageshttps://python.land/project-structure/python-packages
Python Data Typeshttps://python.land/python-data-types
Python Integerhttps://python.land/python-data-types/python-integer
Python Floathttps://python.land/python-data-types/python-float
Python Tuplehttps://python.land/python-data-types/python-tuple
Python Listhttps://python.land/python-data-types/python-list
Python Sethttps://python.land/python-data-types/python-set
Python Dictionaryhttps://python.land/python-data-types/dictionaries
Language Deep Diveshttps://python.land/deep-dives
Python Try Except (Exceptions)https://python.land/deep-dives/python-try-except
Python Functions: Advanced Conceptshttps://python.land/deep-dives/functions
List Comprehensionhttps://python.land/deep-dives/list-comprehension
Python Iteratorhttps://python.land/deep-dives/python-iterator
Python Rangehttps://python.land/deep-dives/python-range
Python Docstringshttps://python.land/deep-dives/python-docstring
Python pass (Do Nothing)https://python.land/deep-dives/python-pass
Interaction with the OShttps://python.land/operating-system
Python Read And Write Filehttps://python.land/operating-system/python-files
Python Subprocess: Run External Commandshttps://python.land/operating-system/python-subprocess
Venvs / Package Managementhttps://python.land/virtual-environments
Working With Python’s venvhttps://python.land/virtual-environments/virtualenv
Pip install: the Python package managerhttps://python.land/virtual-environments/installing-packages-with-pip
Python Poetry: Package and venv Management Made Easyhttps://python.land/virtual-environments/python-poetry
Python Pipenv: Another Package Managerhttps://python.land/virtual-environments/pipenv
Pipx: Safely Install Packages Globallyhttps://python.land/virtual-environments/pipx
PyEnv: Managing Multiple Python Versions With Easehttps://python.land/virtual-environments/pyenv
Python Concurrencyhttps://python.land/python-concurrency
The Python GIL (Global Interpreter Lock)https://python.land/python-concurrency/the-python-gil
Setting the Baselinehttps://python.land/python-concurrency/setting-the-baseline
Python Threadinghttps://python.land/python-concurrency/python-threads
Python Multiprocessinghttps://python.land/python-concurrency/python-multiprocessing
Data Processing with Pythonhttps://python.land/data-processing
Working With JSONhttps://python.land/data-processing/working-with-json
JMESPath Python: JSON Query Languagehttps://python.land/data-processing/working-with-json/jmespath
Python YAML: How to Load, Read, and Write YAMLhttps://python.land/data-processing/python-yaml
Python CSV: Read And Write CSV Fileshttps://python.land/data-processing/python-csv
Working With Excel Files and datahttps://python.land/data-processing/process-excel-data-in-python-and-pandas
Migrating From Python 2 to 3https://python.land/migrating-from-python-2-to-3
Check Python Version On The Command-Linehttps://python.land/migrating-from-python-2-to-3/how-to-check-your-python-version
How to Migrate To Python 3https://python.land/migrating-from-python-2-to-3/how-to-migrate-to-python-3
Python 3 Advantageshttps://python.land/migrating-from-python-2-to-3/python-3-advantages
Using The Unix Shellhttps://python.land/the-unix-shell
Basic Linux Commandshttps://python.land/the-unix-shell/basic-linux-commands
Bash Scriptshttps://python.land/the-unix-shell/creating-bash-scripts
Using the Find Command in Linuxhttps://python.land/the-unix-shell/using-the-find-command
Unix Pipeshttps://python.land/the-unix-shell/unix-pipes
Process and Highlight JSON with jqhttps://python.land/the-unix-shell/process-json-with-jq
Using the Bash Historyhttps://python.land/the-unix-shell/using-the-bash-history
Bash Multiprocessinghttps://python.land/the-unix-shell/bash-multiprocessing
Deploymenthttps://python.land/deployment
PyInstaller: Create An Executable From Python Codehttps://python.land/deployment/pyinstaller
How To Use Docker To Containerize Your Python Projecthttps://python.land/deployment/containerize-your-project
Automatically Build and Deploy Your Python Application with CI/CDhttps://python.land/deployment/ci-cd-automatically-build-and-deploy-your-python-application
Guerrilla Scale Your Web Applicationhttps://python.land/deployment/guerrilla-scaling-your-web-application-to-millions-of-users
Data Sciencehttps://python.land/data-science
Jupyter Notebookhttps://python.land/data-science/jupyter-notebook
NumPy: Getting Started Tutorialhttps://python.land/data-science/numpy
Python Learning Resourceshttps://python.land/python-resources
Python Courseshttps://python.land/shop
Python coursehttps://python.land/product/python-course
Homehttps://python.land/
Python Courseshttps://python.land/shop
Privacy Policyhttps://python.land/privacy-policy
About Ushttps://python.land/about
Contact ushttps://python.land/contact
Free Tutorialhttps://python.land/python-tutorial
Install Pythonhttps://python.land/installing-python
Online Python Interpreterhttps://python.land/installing-python/python-in-the-browser
How To Open Python on Windows, Mac, Linuxhttps://python.land/installing-python/starting-python
Introduction to Pythonhttps://python.land/introduction-to-python
The Python REPLhttps://python.land/introduction-to-python/the-repl
Python Variablehttps://python.land/introduction-to-python/variable
Python Stringhttps://python.land/introduction-to-python/strings
Python Print functionhttps://python.land/introduction-to-python/python-print
Python Booleanshttps://python.land/introduction-to-python/python-boolean-and-operators
For-loop and While-loophttps://python.land/introduction-to-python/python-for-loop
Python Functionshttps://python.land/introduction-to-python/functions
Your First Python Programhttps://python.land/introduction-to-python/your-first-program
Python Commentshttps://python.land/introduction-to-python/python-comment
Creating Python Programshttps://python.land/creating-python-programs
The Best Python IDEhttps://python.land/creating-python-programs/the-best-python-ide
Installing VSCodehttps://python.land/creating-python-programs/installing-and-starting-vscode
VSCode Python Extensionshttps://python.land/creating-python-programs/vscode-python-extensions
VSCode GUI Tourhttps://python.land/creating-python-programs/vscode-gui-tour
Python in VSCode: Running and Debugginghttps://python.land/creating-python-programs/python-in-vscode
Classes and Objects in Pythonhttps://python.land/objects-and-classes
Python Constructorhttps://python.land/objects-and-classes/python-constructors
Python Inheritancehttps://python.land/objects-and-classes/python-inheritance
Structure Your Projecthttps://python.land/project-structure
Python Modules And Importinghttps://python.land/project-structure/python-modules
Python Packageshttps://python.land/project-structure/python-packages
Python Data Typeshttps://python.land/python-data-types
Python Integerhttps://python.land/python-data-types/python-integer
Python Floathttps://python.land/python-data-types/python-float
Python Tuplehttps://python.land/python-data-types/python-tuple
Python Listhttps://python.land/python-data-types/python-list
Python Sethttps://python.land/python-data-types/python-set
Python Dictionaryhttps://python.land/python-data-types/dictionaries
Language Deep Diveshttps://python.land/deep-dives
Python Try Except (Exceptions)https://python.land/deep-dives/python-try-except
Python Functions: Advanced Conceptshttps://python.land/deep-dives/functions
List Comprehensionhttps://python.land/deep-dives/list-comprehension
Python Iteratorhttps://python.land/deep-dives/python-iterator
Python Rangehttps://python.land/deep-dives/python-range
Python Docstringshttps://python.land/deep-dives/python-docstring
Python pass (Do Nothing)https://python.land/deep-dives/python-pass
Interaction with the OShttps://python.land/operating-system
Python Read And Write Filehttps://python.land/operating-system/python-files
Python Subprocess: Run External Commandshttps://python.land/operating-system/python-subprocess
Venvs / Package Managementhttps://python.land/virtual-environments
Working With Python’s venvhttps://python.land/virtual-environments/virtualenv
Pip install: the Python package managerhttps://python.land/virtual-environments/installing-packages-with-pip
Python Poetry: Package and venv Management Made Easyhttps://python.land/virtual-environments/python-poetry
Python Pipenv: Another Package Managerhttps://python.land/virtual-environments/pipenv
Pipx: Safely Install Packages Globallyhttps://python.land/virtual-environments/pipx
Python Concurrencyhttps://python.land/python-concurrency
The Python GIL (Global Interpreter Lock)https://python.land/python-concurrency/the-python-gil
Setting the Baselinehttps://python.land/python-concurrency/setting-the-baseline
Python Threadinghttps://python.land/python-concurrency/python-threads
Python Multiprocessinghttps://python.land/python-concurrency/python-multiprocessing
Data Processing with Pythonhttps://python.land/data-processing
Working With JSONhttps://python.land/data-processing/working-with-json
JMESPath Python: JSON Query Languagehttps://python.land/data-processing/working-with-json/jmespath
Python YAML: How to Load, Read, and Write YAMLhttps://python.land/data-processing/python-yaml
Python CSV: Read And Write CSV Fileshttps://python.land/data-processing/python-csv
Migrating From Python 2 to 3https://python.land/migrating-from-python-2-to-3
Check Python Version On The Command-Linehttps://python.land/migrating-from-python-2-to-3/how-to-check-your-python-version
How to Migrate To Python 3https://python.land/migrating-from-python-2-to-3/how-to-migrate-to-python-3
Python 3 Advantageshttps://python.land/migrating-from-python-2-to-3/python-3-advantages
Using The Unix Shellhttps://python.land/the-unix-shell
Basic Linux Commandshttps://python.land/the-unix-shell/basic-linux-commands
Bash Scriptshttps://python.land/the-unix-shell/creating-bash-scripts
Using the Find Command in Linuxhttps://python.land/the-unix-shell/using-the-find-command
Unix Pipeshttps://python.land/the-unix-shell/unix-pipes
Process and Highlight JSON with jqhttps://python.land/the-unix-shell/process-json-with-jq
Using the Bash Historyhttps://python.land/the-unix-shell/using-the-bash-history
Bash Multiprocessinghttps://python.land/the-unix-shell/bash-multiprocessing
Deploymenthttps://python.land/deployment
PyInstaller: Create An Executable From Python Codehttps://python.land/deployment/pyinstaller
How To Use Docker To Containerize Your Python Projecthttps://python.land/deployment/containerize-your-project
Automatically Build and Deploy Your Python Application with CI/CDhttps://python.land/deployment/ci-cd-automatically-build-and-deploy-your-python-application
Guerrilla Scale Your Web Applicationhttps://python.land/deployment/guerrilla-scaling-your-web-application-to-millions-of-users
Data Sciencehttps://python.land/data-science
Jupyter Notebookhttps://python.land/data-science/jupyter-notebook
NumPy: Getting Started Tutorialhttps://python.land/data-science/numpy
Python Learning Resourceshttps://python.land/python-resources
Python Courseshttps://python.land/shop
Bloghttps://python.land/blog
Login / Registerhttps://python.land/my-account

Viewport: width=device-width, initial-scale=1

Robots: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1

URLs of crawlers that visited me.