How do the JSON output and object table of bestbuy product reviews API made by Unwrangle function?

In this article, I aim to provide a clear and comprehensive understanding of the object table and JSON output specifically of the Unwrangle Best Buy product reviews API. I will focus on the structure and format of the data contained in the object table and JSON output and how it can be utilized effectively. As a programmer, it is important to have a clear understanding of the data format in order to use it effectively and make informed decisions based on the data. By the end of this article, the reader should have a clear understanding of the object table and JSON output of the Unwrangle Best Buy product reviews API.

Object table

1. success: This object indicates whether the API request was successful or not.

2. url: This object represents the URL that was requested for scraping. It contains the URL for the API endpoint that was used to retrieve the data.

3. page: This object represents the page number of the API request. It indicates the specific page of data that was retrieved from the API.

4. total_results: This object represents the total number of results that were retrieved from the API. It is a count of the total number of reviews or other data items that were returned from the API.

5. no_of_pages: This object represents the number of pages of data that were retrieved from the API. It is calculated based on the total number of results and the number of results per page.

6. result_count: This object represents the number of results that were retrieved for a single API request. It is the number of reviews or other data items that were returned for the specific API request.

7. reviews: This object represents the individual reviews or other data items that were retrieved from the API. It is a collection of data objects, each of which represents a single review or data item.

8. id: This object represents the retailer ID of the review. It is a unique identifier for each review that is assigned by the retailer.

9. date: This object represents the date when the review was published. It contains the date and time when the review was posted or created.

10. rating: This object represents the rating that was assigned to the product by the reviewer. It is a numerical value that represents the reviewer's opinion of the product.

11. review_title: This object represents the title of the review. It is a brief summary of the review, written by the reviewer.

12. review_text: This object represents the text content of the review. It is a detailed description of the review, written by the reviewer.

13. review_url: This object represents the URL of the review. It is a link to the page where the review can be viewed.

14. author_name: This object represents the name of the reviewer. It is the name of the person who wrote the review.

15. author_url: This object represents the URL of the reviewer. It is a link to the page where the reviewer's information can be viewed.

16. author_avatar: This object represents the avatar of the reviewer. It is an image or graphic representation of the reviewer.

17. meta_data: This object represents metadata about the review. It contains information such as whether the purchase was verified and whether the user recommends the product.

18. verified_purchase: This object represents the verified purchase status of the review. It indicates whether the purchase was verified by the retailer.

19. is_recommended: This object represents the recommendation status of the review. It indicates whether the reviewer recommends the product.

The information in the table is extremely useful for anyone who wants to extract data from Unwrangle Bestbuy product reviews API. The table provides a comprehensive list of all the objects available in the JSON output of the API, along with a detailed description of each object. This information is crucial for developers and data analysts who want to scrape product review data from the API and use it for their own purposes. The objects listed in the table include information such as the success status of the request, the date and rating of a review, the reviewer's name and avatar, and even meta data such as whether the purchase was verified or if the user recommends the product. Having this information readily available in a clear and organized manner makes it much easier for users to understand the data they are working with and to effectively extract and analyze the information they need.

JSON Output

The JSON output is a representation of a data set that includes information about customer reviews of an Apple iPhone 13 5G 128GB Midnight Verizon device available on Best Buy's website. The output begins with a "success" field that indicates whether the request for information was successful. If successful, the output provides a URL for the product page (bestbuy.com/site/apple-iphone-13-5g-128gb-m..) and several fields regarding the pagination of the reviews, such as the current page number, total number of results, number of pages, and number of results per page.

The "reviews" field is an array of objects, each representing a single customer review. Each review object includes fields such as the review's unique ID, date, rating, title, text, author's name, and URL of the review. Additionally, each review includes information about the reviewer's experience with the product, such as whether they made a verified purchase, their opinion on whether they would recommend the product, and the number of upvotes and downvotes the review received. Each review also includes information about the reviewer's location and language code.

The final field in the output, "meta_data", is an empty object that could potentially hold additional information about the reviews or the product.

{
"success": true,
"url": "https://www.bestbuy.com/site/apple-iphone-13-5g-128gb-midnight-verizon/6443282.p",
"page": 1,
"total_results": 424,
"no_of_pages": 22,
"result_count": 20,
"reviews": [
{
"id": "3cb9853d-66ed-3c98-9172-434d05010397",
"date": "2022-04-10",
"rating": 5,
"review_title": "Iphone 13 review",
"review_text": "Love my new phone! I was deciding between the blue and white and am so happy I chose the white. It is so much faster than my iPhone8!",
"review_url": "https://www.bestbuy.com/site/reviews/submission/6443285/review/278244608?campaignid=RR_&return=",
"author_name": "Jodi",
"author_url": null,
"author_avatar": null,
"meta_data": {
"verified_purchase": true,
"is_recommended": true,
"upvotes": 0,
"downvotes": 0,
"secondary_ratings": {
"quality": null,
"value": null,
"ease_of_use": null
},
"days_of_ownership": 63
},
"lang_code": "en-US",
"location": null,
"response": null
},
{
"id": "8459274f-7b20-3971-96f2-5fb5feaf08be",
"date": "2022-04-10",
"rating": 5,
"review_title": "Fantastic phone with great Best Buy experience!",
"review_text": "Very happy with this phone. Upgraded from IPhone 6S and am amazed at how much better this phone is. Great price too from Best Buy and salesperson was remarkable.",
"review_url": "https://www.bestbuy.com/site/reviews/submission/6443285/review/278231593?campaignid=RR_&return=",
"author_name": "Micklovesgolf",
"author_url": null,
"author_avatar": null,
"meta_data": {
"verified_purchase": true,
"is_recommended": true,
"upvotes": 0,
"downvotes": 0,
"secondary_ratings": {
"quality": null,
"value": null,
"ease_of_use": null
},
"days_of_ownership": 30
},
"lang_code": "en-US",
"location": null,
"response": null
},
...
{
"id": "6ba3bd17-7071-3bbc-a605-ee354e6e4758",
"date": "2022-03-27",
"rating": 5,
"review_title": "Good color choice",
"review_text": "Bought this phone for my mom, she loves it and loves the color! She hasnt had any problems other than some glitches but the green looks soo good",
"review_url": "https://www.bestbuy.com/site/reviews/submission/6487362/review/277718608?campaignid=RR_&return=",
"author_name": "Mohib",
"author_url": null,
"author_avatar": null,
"meta_data": {
"verified_purchase": true,
"is_recommended": true,
"upvotes": 0,
"downvotes": 0,
"secondary_ratings": {
"quality": null,
"value": null,
"ease_of_use": null
},
"days_of_ownership": 9
},
"lang_code": "en-US",
"location": null,
"response": null
}
],
"meta_data": {}
}

Concluding

Today, we discussed different topics including the description of a table and a JSON output. The table contained information about different objects and their properties, while the JSON output provided data about customer reviews of a product sold on a website. Through this conversation, we can conclude that both tables and JSON outputs are important forms of data representation that provide valuable information to the user. The information in the table and JSON output can be useful for analysis, decision making, and various other purposes.

Endnote,

To access the Unwrangle bestbuy product reviews API, you can request access through Worldindata, which is a third-party data marketplace. Worldindata provides a platform for businesses and individuals to discover, evaluate, and purchase data from various sources. By requesting access to the Unwrangle bestbuy product reviews API through Worldindata, you can obtain valuable insights and information about the products and their reviews from the Best Buy website, which can be useful for market research, product analysis, and other business purposes.