knitr::opts_chunk$set( collapse = TRUE, comment = "#>" )
The hackeRnews
package was created in order to simplify the process of getting data from Hacker News. Hacker News is a user-generated content website that focuses on stories related to computer science. The website is composed of user submitted stories where each one provides a link to the original data source. Moreover, users have the ability to upvote a story if they have found it interesting. Each story contains a comment section which allows users to discuss about the presented subject. Besides news stories Hacker News contains the following sections:
The Hacker News API official documentation can be found here. The API serves data in JSON format. The hackeRnews
package allows the retrieve this data in form of convenient R objects. Each object (story, comment, ...) has a unique id and can be retrieved using this id. The API also provides a way to fetch up to 500 top and new stories, latest best stories, ask stories, show stories and job stories.
Examples of using the hackeRnews
package to retrieve data from the official Hacker News API are presented below:
library(hackeRnews)
To fetch best/new/top stories the user can use the get_*_stories
function. Each function takes one optional argument max_items
that limits the number of returned stories.
For example to fetch the top 5 best stories:
best_stories <- get_best_stories(max_items = 5) best_stories[[1]]
There is a method that allows to fetch just raw ids of best/new/top stories as well get_*_stories_ids()
best_stories_ids <- get_best_stories_ids() best_stories_ids[1:5] # output truncated for legibility
Similar to news stories. There are get_latest_*_stories
that returns latest * stories and get_latest_*_stories_ids
that returns latest * stories ids.
For example to fetch the 3 latest ask stories:
ask_stories <- get_latest_ask_stories(max_items = 3) ask_stories[[1]]
The discussion in story threads is represented as system of comments. Each story has top level comments ids stored under the kids
property. Each comment post can have it's own set of comments ids under kids
property (sub-comments) and so on. In order to retrieve all of the comments of a specific story, just use the get_comments
function.
top_story <- get_top_stories(max_items = 1)[[1]] get_comments(top_story)
To fetch data about user 'jl' just use the get_user_by_username
function:
user <- get_user_by_username("jl") user
It's possible to iterate over latest items by fetching the id of the latest item by using the get_max_item_id
function and then walking backwards to discover latest items. Using that method it's possible to fetch all items on Hacker News.
For example to fetch 10 latest items:
max_item_id <- get_max_item_id() latest_items <- get_items_by_ids(seq(max_item_id, max_item_id - 10))
Latest items and profile changes can be retrieved using get_updates
updates <- get_updates() updates$profiles[1:5] # output truncated for legibility updates$items[1:5] # output truncated for legibility
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