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Scrape and Summarize News Articles with Newspaper3k | Data Science for Media Bias Detection #4

  Рет қаралды 2,943

EmpowerCode

EmpowerCode

Күн бұрын

Learn how to scrape and summarize news articles in Python with the Newspaper3k package - all from SCRATCH!
In this video, I will be teaching and showing YOU how to scrape and extract all the metadata from individual news articles with Newspaper3k's functionalities in Python! Additionally, we will be using the New York Times to test our Python script with as well as our Newspaper3k script! Finally, by the end of this short, tutorial-based video, YOU will be able to use basic Python fundamentals to code a news scraper that extracts all relevant metadata from any news article of your choosing - using the Newspaper3k package!
The link to the GitHub Code Containing our Script: github.com/Roh...
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🕘Timestamps:
0:00 Introduction
1:30 Coding our script with Newspaper3k!
3:15 Setting up our Article object
4:30 Extracting metadata with Newspaper3k!
11:45 Testing our script against New York Times articles
12:45 Outro
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Thanks for watching! Take care and have a great rest of your day.

Пікірлер: 25
@empowercode
@empowercode 3 жыл бұрын
Thank you so much for watching this episode! If you enjoyed it, I would really appreciate it if you could like and subscribe to the channel for more related content! More episodes in this video series are coming out soon, so stay tuned! Have a great day and take care.
@mikejonaseconometrics1886
@mikejonaseconometrics1886 3 жыл бұрын
Great work - thanks for walking through this process!
@empowercode
@empowercode 3 жыл бұрын
Glad you enjoyed it!
@luoduc6762
@luoduc6762 Жыл бұрын
Thank for shared, but im not development so i can't change or use for url financial times, cnbc or bloomberg, so what can i do run with them ? Thank you
@JordantheComputerScientist
@JordantheComputerScientist 3 жыл бұрын
Awesome video man! It's amazing how web scrapping works.
@empowercode
@empowercode 3 жыл бұрын
Yup, it's pretty cool!
@sanchitgupta587
@sanchitgupta587 Жыл бұрын
how to extract the heading of the article ??????
@mateaandmilos
@mateaandmilos 3 жыл бұрын
Cool scrape! Keep it up
@empowercode
@empowercode 3 жыл бұрын
Thanks!
@meghanamengani5254
@meghanamengani5254 2 жыл бұрын
HI, May I know why i am getting error at article.nlp()
@empowercode
@empowercode 2 жыл бұрын
Hello, could you maybe try posting the traceback error message or console log so that I can understand the problem better? Thanks!
@meghanamengani5254
@meghanamengani5254 2 жыл бұрын
@@empowercode thank you, because I figured it out by watching all the other vedios that are mentioned in the description
@empowercode
@empowercode 2 жыл бұрын
@@meghanamengani5254 That's awesome, glad you were able to figure it out! Please let me know if you need anything else.
@meghanamengani5254
@meghanamengani5254 2 жыл бұрын
@@empowercode yeah, Thank you
@AbuZaynab1
@AbuZaynab1 2 жыл бұрын
This was awesome! I have a brief question. How could we do the same thing to scrape multiple articles at the same time?
@empowercode
@empowercode 2 жыл бұрын
If you watch my news aggregator video, I essentially extended this methodology to scrape the Technology Section of the New York Times on a daily basis. This involves a little bit of web scraping (to reliably and accurately locate the target article(s) on the website) and Newspaper3k functionalities to work properly! Hope this helps, please let me know if you need anything else.
@muhammadismailcareertips3158
@muhammadismailcareertips3158 3 жыл бұрын
great video tutorials
@empowercode
@empowercode 3 жыл бұрын
Thank you!
@vandrak01
@vandrak01 7 ай бұрын
Do you know that it’s not legal?
@lightningcode1136
@lightningcode1136 3 жыл бұрын
And what do you use to add those extra pictures like the New York Times at 0:47?
@empowercode
@empowercode 3 жыл бұрын
I just do that with my editing software, which is Camtasia.
@lightningcode1136
@lightningcode1136 3 жыл бұрын
@@empowercode ok
@lightningcode1136
@lightningcode1136 3 жыл бұрын
how do you add time stamps?
@empowercode
@empowercode 3 жыл бұрын
Start from "0:00" and continue segmenting your video as appropriate.
@lightningcode1136
@lightningcode1136 3 жыл бұрын
@@empowercode oh
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