search
HomeBackend DevelopmentPython TutorialHow to Access Nested JSON Data: Extracting the \'content\' Field?

How to Access Nested JSON Data: Extracting the

Accessing Nested Data in Complex JSON

How do we access the "content" field from the following JSON data?

{
  "status": "200",
  "msg": "",
  "data": {
    "time": "1515580011",
    "video_info": [
      {
          "announcement": "{\"announcement_id\":\"6\",\"name\":\"INS\u8d26\u53f7\",\"icon\":\"http:\\/\\/liveme.cms.ksmobile.net\\/live\\/announcement\\/2017-08-18_19:44:54\\/ins.png\",\"icon_new\":\"http:\\/\\/liveme.cms.ksmobile.net\\/live\\/announcement\\/2017-10-20_22:24:38\\/4.png\",\"videoid\":\"15154610218328614178\",\"content\":\"FOLLOW ME PLEASE\",\"x_coordinate\":\"0.22\",\"y_coordinate\":\"0.23\"}",
          "announcement_shop": ""
      }
    ]
  }
}

Solution

To extract the desired "content" value, we must first load the JSON data into a Python dict. Then, we traverse the nested data structure as follows:

  1. Access the "data" key to get the inner dictionary.
  2. Access the "video_info" key in the inner dictionary, which contains a list of dictionaries.
  3. Access the first dictionary in the "video_info" list using its index (in this case, 0).
  4. The announcement string, which is stored in the "announcement" key, is itself a JSON string. Convert it into a dict using json.loads.
  5. Finally, access the "content" key in the parsed announcement dictionary.

Python code:

import json

raw_data = {
  # JSON data pasted here
}

data = raw_data['data']['video_info'][0]

# Convert the announcement string to a dict
announcement_data = json.loads(data['announcement'])

# Retrieve the desired content
content = announcement_data['content']

print(content)  # Output: 'FOLLOW ME PLEASE'

By following this approach, we can navigate complex JSON structures and extract the desired data efficiently.

The above is the detailed content of How to Access Nested JSON Data: Extracting the \'content\' Field?. For more information, please follow other related articles on the PHP Chinese website!

Statement
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn
How does the choice between lists and arrays impact the overall performance of a Python application dealing with large datasets?How does the choice between lists and arrays impact the overall performance of a Python application dealing with large datasets?May 03, 2025 am 12:11 AM

ForhandlinglargedatasetsinPython,useNumPyarraysforbetterperformance.1)NumPyarraysarememory-efficientandfasterfornumericaloperations.2)Avoidunnecessarytypeconversions.3)Leveragevectorizationforreducedtimecomplexity.4)Managememoryusagewithefficientdata

Explain how memory is allocated for lists versus arrays in Python.Explain how memory is allocated for lists versus arrays in Python.May 03, 2025 am 12:10 AM

InPython,listsusedynamicmemoryallocationwithover-allocation,whileNumPyarraysallocatefixedmemory.1)Listsallocatemorememorythanneededinitially,resizingwhennecessary.2)NumPyarraysallocateexactmemoryforelements,offeringpredictableusagebutlessflexibility.

How do you specify the data type of elements in a Python array?How do you specify the data type of elements in a Python array?May 03, 2025 am 12:06 AM

InPython, YouCansSpectHedatatYPeyFeLeMeReModelerErnSpAnT.1) UsenPyNeRnRump.1) UsenPyNeRp.DLOATP.PLOATM64, Formor PrecisconTrolatatypes.

What is NumPy, and why is it important for numerical computing in Python?What is NumPy, and why is it important for numerical computing in Python?May 03, 2025 am 12:03 AM

NumPyisessentialfornumericalcomputinginPythonduetoitsspeed,memoryefficiency,andcomprehensivemathematicalfunctions.1)It'sfastbecauseitperformsoperationsinC.2)NumPyarraysaremorememory-efficientthanPythonlists.3)Itoffersawiderangeofmathematicaloperation

Discuss the concept of 'contiguous memory allocation' and its importance for arrays.Discuss the concept of 'contiguous memory allocation' and its importance for arrays.May 03, 2025 am 12:01 AM

Contiguousmemoryallocationiscrucialforarraysbecauseitallowsforefficientandfastelementaccess.1)Itenablesconstanttimeaccess,O(1),duetodirectaddresscalculation.2)Itimprovescacheefficiencybyallowingmultipleelementfetchespercacheline.3)Itsimplifiesmemorym

How do you slice a Python list?How do you slice a Python list?May 02, 2025 am 12:14 AM

SlicingaPythonlistisdoneusingthesyntaxlist[start:stop:step].Here'showitworks:1)Startistheindexofthefirstelementtoinclude.2)Stopistheindexofthefirstelementtoexclude.3)Stepistheincrementbetweenelements.It'susefulforextractingportionsoflistsandcanuseneg

What are some common operations that can be performed on NumPy arrays?What are some common operations that can be performed on NumPy arrays?May 02, 2025 am 12:09 AM

NumPyallowsforvariousoperationsonarrays:1)Basicarithmeticlikeaddition,subtraction,multiplication,anddivision;2)Advancedoperationssuchasmatrixmultiplication;3)Element-wiseoperationswithoutexplicitloops;4)Arrayindexingandslicingfordatamanipulation;5)Ag

How are arrays used in data analysis with Python?How are arrays used in data analysis with Python?May 02, 2025 am 12:09 AM

ArraysinPython,particularlythroughNumPyandPandas,areessentialfordataanalysis,offeringspeedandefficiency.1)NumPyarraysenableefficienthandlingoflargedatasetsandcomplexoperationslikemovingaverages.2)PandasextendsNumPy'scapabilitieswithDataFramesforstruc

See all articles

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

MantisBT

MantisBT

Mantis is an easy-to-deploy web-based defect tracking tool designed to aid in product defect tracking. It requires PHP, MySQL and a web server. Check out our demo and hosting services.

VSCode Windows 64-bit Download

VSCode Windows 64-bit Download

A free and powerful IDE editor launched by Microsoft

EditPlus Chinese cracked version

EditPlus Chinese cracked version

Small size, syntax highlighting, does not support code prompt function

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)