Sentiment Analysis of Financial News with Python

Use Google Colab to extract the financial news using the NewsAPI, and to get the sentiment scores on the title and description using the NLTK's Vader library.
* 00:00:01 Intro and the motivation
* 00:01:27 Imports and initialisation
* 00:02:27 Obtaining NewsAPI Key
* 00:02:55 Getting news articles with NewsAPI
* 00:05:18 Sentiment intensity analysis using NTLK's Vader library
* 00:07:55 Tesla stock jump on Apr-9th 2021 and related news coverage analysis
* 00:08:50 A function that does a comprehensive analysis of relevant articles for a search query provided
* 00:10:15 Tesla stock jump analysis with the function from above
You can also read the full article "Sentiment Analysis of Financial News" on the website: pythoninvest.com/long-read/se...
The Colab link on Github: github.com/realmistic/PythonI...
If you like this content, please consider to donate www.buymeacoffee.com/pythonin...

[@mahboobalam3807]

Thanks very informative

[@stacykaranja2966]

Ver helpful...thank you

[@zibdalogique8650]

Hello - thanks for sharing, would you please share the python notebook

[@pythoninvest2480]

Sure, I've just added it to the description: github.com/realmistic/PythonInvest-basic-fin-analysis/blob/master/yt_videos_colabs/PythonInvest_com_2_2_EveryDay_Sentiment_Analysis_of_Financial_News_.ipynb

[@scottlery5421]

what am I getting the error message:" list index out of range" on the line that reads: sent_list = list(date_sentiments.values())[0]

[@pythoninvest2480]

You need to check that the generated list from an array is not empty. News API might not returning any records for you

[@scottlery5421]

Ok, that error is now gone. Now I'm getting an error on this line: return_articles = get_articles_sentiments(keywrd = 'Tesla stock',startd = '17-Aug-2023',sources_list = None, show_all_articles = True) " KeyError: 'title'"