I collected news articles over the past 2 years. Currently I have about 1.2 million datapoints.

I played with it, did a lot of aggregations but now I would appreaciate a new set of eyes to look over the dataset and brainstorm possible visualisation ideas.

The Dataset is build like this:

||**url**|**title**|**author**|**pub\_date**|**categories\_json**|**publisher**|**lang**|**title\_clean**|**body\_clean**|
|:-|:-|:-|:-|:-|:-|:-|:-|:-|:-|
|**\_id**||||||||||
|**68579**|[https://www.bbc.co.uk/news/uk-politics-5970941](https://www.bbc.co.uk/news/uk-politics-5970941)...|Downing Street parties inquiry: Opposition MPs...||2021-12-18 11:55:36+01:00|\[\]|bbc|en|\[downing, street, parties, opposition, mps, fi...|\[uk, servant, probe, event, office\]|
|**48214**|[https://www.bbc.co.uk/news/entertainment-arts-](https://www.bbc.co.uk/news/entertainment-arts-)...|Don't Look Up: Mixed reviews for Leonardo DiCa...||2021-12-08 17:57:14+01:00|\[\]|bbc|en|\[reviews, leonardo, dicaprio, satire\]|\[jennifer, lawrence, leonardo, dicaprio, film,...|
|**59845**|[https://www.rt.com/russia/543139-kiev-donbass-](https://www.rt.com/russia/543139-kiev-donbass-)...|Is a genocide taking place in Europe?|RT|2021-12-14 16:14:08+01:00|\[\]|rt|en|\[genocide, place, europe\]|\[backdrop, war, scare, ukraine, statement, pre...|
|**85963**|[https://www.bbc.co.uk/sport/football/59813892](https://www.bbc.co.uk/sport/football/59813892)?...|Hugo Maradona: Diego Maradona's younger brothe...||2021-12-28 21:05:03+01:00|\[\]|bbc|en|\[hugo, maradona, diego, brother\]|\[hugo, maradona, brother, legend, diego, heart...|
|**63072**|[https://www.aljazeera.com/news/2021/12/15/us-s](https://www.aljazeera.com/news/2021/12/15/us-s)...|US Senate overwhelmingly passes massive defenc...||2021-12-15 22:16:09+01:00|\[News\]|aljazeera|en|\[us, senate, defence, spending, bill\]|\[legislation, president, joe, biden, approval,...|

&amp;#x200B;

title\_clean and body\_clean are tokenized by spacy.

body is excluded for this reddit post because its too long, but its html code.