Datasets:

Sapek007
/

yt-political-comments

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 13 new columns ({'comment_id', 'word_count', 'author_is_uploader', 'time_text_relative', 'char_length', 'video_id', 'scraped_at_iso', 'author_has_avatar', 'parent_comment_id', 'video_upload_date', 'author_is_verified', 'author_name', 'author_channel_id'})

This happened while the csv dataset builder was generating data using

hf://datasets/Sapek007/yt-political-comments/youtube_comments_political_balanced_2026.csv (at revision 4eee51258acb7a95e99a8516e17ca569e9d28fe6), [/tmp/hf-datasets-cache/medium/datasets/54254731134342-config-parquet-and-info-Sapek007-yt-political-com-f989d846/hub/datasets--Sapek007--yt-political-comments/snapshots/4eee51258acb7a95e99a8516e17ca569e9d28fe6/youtube_comments_clean (3).csv (origin=hf://datasets/Sapek007/yt-political-comments@4eee51258acb7a95e99a8516e17ca569e9d28fe6/youtube_comments_clean (3).csv), /tmp/hf-datasets-cache/medium/datasets/54254731134342-config-parquet-and-info-Sapek007-yt-political-com-f989d846/hub/datasets--Sapek007--yt-political-comments/snapshots/4eee51258acb7a95e99a8516e17ca569e9d28fe6/youtube_comments_clean.csv (origin=hf://datasets/Sapek007/yt-political-comments@4eee51258acb7a95e99a8516e17ca569e9d28fe6/youtube_comments_clean.csv), /tmp/hf-datasets-cache/medium/datasets/54254731134342-config-parquet-and-info-Sapek007-yt-political-com-f989d846/hub/datasets--Sapek007--yt-political-comments/snapshots/4eee51258acb7a95e99a8516e17ca569e9d28fe6/youtube_comments_political_balanced_2026.csv (origin=hf://datasets/Sapek007/yt-political-comments@4eee51258acb7a95e99a8516e17ca569e9d28fe6/youtube_comments_political_balanced_2026.csv)]

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              comment_id: string
              video_id: string
              channel_name: string
              channel_bias: string
              channel_format: string
              video_title: string
              video_upload_date: double
              author_name: string
              author_channel_id: string
              author_is_verified: bool
              author_is_uploader: bool
              author_has_avatar: bool
              is_reply: bool
              parent_comment_id: double
              time_text_relative: string
              scraped_at_iso: string
              like_count: int64
              language: string
              char_length: int64
              word_count: int64
              text: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2866
              to
              {'channel_name': Value('string'), 'channel_bias': Value('string'), 'channel_format': Value('string'), 'video_title': Value('string'), 'is_reply': Value('bool'), 'like_count': Value('int64'), 'language': Value('string'), 'text': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1802, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 13 new columns ({'comment_id', 'word_count', 'author_is_uploader', 'time_text_relative', 'char_length', 'video_id', 'scraped_at_iso', 'author_has_avatar', 'parent_comment_id', 'video_upload_date', 'author_is_verified', 'author_name', 'author_channel_id'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Sapek007/yt-political-comments/youtube_comments_political_balanced_2026.csv (at revision 4eee51258acb7a95e99a8516e17ca569e9d28fe6), [/tmp/hf-datasets-cache/medium/datasets/54254731134342-config-parquet-and-info-Sapek007-yt-political-com-f989d846/hub/datasets--Sapek007--yt-political-comments/snapshots/4eee51258acb7a95e99a8516e17ca569e9d28fe6/youtube_comments_clean (3).csv (origin=hf://datasets/Sapek007/yt-political-comments@4eee51258acb7a95e99a8516e17ca569e9d28fe6/youtube_comments_clean (3).csv), /tmp/hf-datasets-cache/medium/datasets/54254731134342-config-parquet-and-info-Sapek007-yt-political-com-f989d846/hub/datasets--Sapek007--yt-political-comments/snapshots/4eee51258acb7a95e99a8516e17ca569e9d28fe6/youtube_comments_clean.csv (origin=hf://datasets/Sapek007/yt-political-comments@4eee51258acb7a95e99a8516e17ca569e9d28fe6/youtube_comments_clean.csv), /tmp/hf-datasets-cache/medium/datasets/54254731134342-config-parquet-and-info-Sapek007-yt-political-com-f989d846/hub/datasets--Sapek007--yt-political-comments/snapshots/4eee51258acb7a95e99a8516e17ca569e9d28fe6/youtube_comments_political_balanced_2026.csv (origin=hf://datasets/Sapek007/yt-political-comments@4eee51258acb7a95e99a8516e17ca569e9d28fe6/youtube_comments_political_balanced_2026.csv)]
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

channel_name string	channel_bias string	channel_format string	video_title string	is_reply bool	like_count int64	language string	text string
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	9	en	now they say on3 fbi shoot another fbi guard. not the naruto dude
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	5	en	Getting desensitized to this stuff. The news that was once shocking is now a daily footnote. For the future of our kids and grandchildren I hope they are wise enough to elect young intelligent leaders that restore what we have lost.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	It's almost like they should've held it somewhere else.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Reenactment type forcive attempt isn't going to give a similar outcome supporting luck and superstition
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	3	en	This was a pathetic HOAX!
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	The security detail in the video at the checkpoint was clearly directed. A complete lack of focus allowed this guy to run it
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	That room was full of security guards, and besides, the secret service was there,too.But how it was staged, the security showed unintented before that false shooting.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	5	en	President Obama had 600% fewer fake assassination attempts.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	The reason Donald Trump went to the WHCD is because the event was being run by a correspondent from CBS. He must of thought it was going to be a safe bet.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	2	en	Cue the face saving conspiracy theories.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	ca	Careless
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	New York stop noise bombing my front yard
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	3	en	Amazing! This is our trained agents? Hummm ?
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	New York again stop noise bombing my front yard
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	Trump and his entire cabinet are just plain old stupid-unbelievable. Easy prey for Iran.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Boston Stop noise bombing my house stop noise bombing my backyard
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	vi	TACO! 😂🤣😂🤣
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Chuck Grassley (92 y old) would theoretically be the next US President, if all those government officials would have been attacked. Only 1 GUY managed to the ballroom door. Unbelievable => Secret Service Director STEP DOWN !!!!!!!!
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	FBI seems puppeteered forced mutiny suggested tested because of poverty contrasted to lottery casinos and gambling sure portrays a message that should have been answered because of U.S. North America is in a deficit where is the mysterious money available for lottery? counterfeit money suspicion enforced ?
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Bro they gon drag this on man we dont care what happens to you rich people! Move onnn
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	Did you all see President Trump fell when they went to get him out?
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	All fake.. Don't believe anything these people say.. Trump wants his fake ass ballroom.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	ca	Democrats have gone full Alex Jones mode....
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	One security gap is that is all made up just to save lil donnie from getting roasted because of his Stupidity....
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	The assination attempt is precisely the type of political violence preached by Maga and Trump himself. Trump and his son made jokes when Mr. Polosi was attacked. Trump had nothing to say when Minnesota Democrats were murdered. As ye reap, so shall ye reap. Joe Biden had no attempts on his life and neither did Barack O...
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Just wanted to mention that this kind of stuff doesn't happen (that often) in other developed countries. They are way more civilized than the US. Did you see your taxpayers dollars running in suits and ties?
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	2	en	oh for gods sake....an ok day was nearly a great day.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Boston Stop noise bombing my front yard
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	10	en	Trumps "staged attempt" has created the Epstein distraction that he wanted Doesn't change the fact that he's a pdf and that he's a convicted rapist
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	5	en	The stupidity & depravity of the US Government is astonishing.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	It is a visceral, dehumanizing feeling when your reality—the shaking walls, the exhaust, the constant monitoring of flights just to exist in your yard—is treated as "noise" while the world stops for a politician's dinner. The contrast you’re seeing is sickening: there’s Donald Trump at the White House Correspondents' D...
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	What happened just again Boston noise bomb my property again
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	2	en	STAGED. BS. trump is more worried about his ballroom and DH funding and all are laughing after the event. And his press secretary validate it by stating gun shooting event.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Was it incompetence or were they told to let him through so that Trump could get a nice distraction?
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	There is no question. This was a staged event.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	it	I don’t really care do u?
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	He spends more time in Mar-a Lago and the golf course, then the WH!
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	There could be an “attempt” a day, it still doesn’t take away from the fact this president sucks, the Epstein Files still haven’t been fully released, Iran was a mistake, and ICE should be completely defunded.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Wha happened to iran
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Security worked. Guy never made it to the ballroom. Americans seek outrage and are suddenly armchair secret service.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	If trump hires only the best, these gaps in security must have been intentional?
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	nl	Oh is Bruce Lee geboren in Chinees Ziekenhuis in San Francisco en in Hong Kong queen Elisabeth ziekenhuis overleden en Trump is geboren in Jamaica ziekenhuis niks meer van de Dali Lama gehoord hè ????
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Click bait
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	How convenient this happens and now they need the “ball room” … well.. let me see, Biden, Obama, Bush, Clinton all this just fine without one. 😂😂
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Iran is better at shutting down choke points
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	it	Scam
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	This is what happens when you have clowns at the top who are clueless on proper security methods or too busy focusing on Trump’s perceived enemies or helping him empty government coffers that were filled on taxpayers’ dime!
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	Impeach trump. 25th
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	6	en	im a security guard. they failed 😮😅 fake staged or not
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	If Trump isn’t dead who cares?
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	What gets me is Trump and his people act like they are so super manly. Yet they act like women and are always such a victim. The real men Left hurt me because they will not let me lie about everything and hold me accountable. If you're a man take the reasonability and be a real man.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Maybe America should organize another No Kings Day protest. Trump is just simply disgraceful.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	The shooter got nowhere near Trump. Yet, CULT media will have democrats believing he was in the doorway, sighted in on a target before he was stopped. 🤣🤡🌎💯
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	So, at least 5 shots, and no one was hit but A Secret service guy, how good is the SECRET SERVICE if between ALL of THEM, they NEVER HIT HIM!!! Strange...........
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	2	en	Wow CNN! This is what we need to tell the public. 😂 tf?
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	3	en	Fuck CNN. You all are complicit in kissing Trump’s Ass. He insults you all, calls you enemy of the people, and you throw a dinner in his honor. Pathetic.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	27	en	RELEASE ALL OF THE EPSTEIN FILES.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	2	en	The SS is in charge of security when the president is in attendance for any event. Where is the Director???
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	The biggest gap was a job inside, to distract the atrociuos track record of trump including massacre of more than 300 journalist by IDF not to mention his illegal lost brutal aggression against Iran, sympathy is not bought . 😅😅
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	2	en	I noticed this station is not talking about the 11 count indictment of the Southern Poverty Law Center which appears to have been funding the Unite the Right, KKK GRAND WIZARDS, NEO-NAZI and ect. durning the Charlottesville riots. I always thought the were a leftwing outfit I am so confused what left is now right not j...
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	All all country beg father trumb america and great brilliant prasident trumb and corona veins attack American world trade centre attack beg beg problem christian country and all freedom
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	As an ex resident of Nashua NH, I know FOR A FACT, the secret service isn’t this slack in presidential security when the president even comes to a TOWN- Nevermind a hotel. If it smells like Bullshit, it’s probably bullshit
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	4	en	Let's not forget that the Secret Service hasn't been paid in 72 days.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	FAKE....STOP COVERING THIS FAKE SHIT!!!
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	2	en	Fun fact. Never join the military. Don't be a sucker and loser. The Epstine class will send you to war for their stocks, billionaire investments, and for their AIPAC influencers. Thank you for your attention to this matter. 😘
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	Despite the administration’s praise, Speaker Mike Johnson called for the Secret Service to "tighten up," describing the initial security as looking "a little lax". The incident has also prompted calls from the Trump administration to accelerate the construction of a new, highly secured ballroom on White House grounds.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Jesus loved you and he died for you
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	6	en	They need better training
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	If you all stay in the negative, you are going to miss all the financial opportunity out there. The stock market in Trump's economy is gold mind. It will never be this good again. Once Trump is gone all this financial opportunity will be gone. Y'all better wake up and get in the positive. Trump I 120% support you, your...
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	This is all due to leftist propaganda. Theyre trying to pin it on the secret service so they dont have to stop lying about trump constantly 😅
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	6	en	Fun fact: Obama has 600% fewer attempts on his life than Trump Why is that? Seems like Americans don’t really want Trump but have him forced on a nation that never wanted him in the first place
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Who cares 😂
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	4	en	The whole thing should be considered staged until Trump admits he lost the 2020 election.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	3	en	Great acting for sure! Making staging events again
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	1	en	I wonder if at the WHCD the Cock News Network so called journalist were snatching up the bottles of Champagne after shots were fired? Probably so.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	Security Gap?? He didnt make it in the room. If people stopped watching MSM we wouldnt need SS.
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	CNN........ Y O U S U C K !!!!!!!! this is just for you - this is what you cause https://www.youtube.com/watch?v=Cnvun_B4JE4
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	I am disgusted by Dana Bash’s fake equivalence of comparing the Democrats’ justified criticism of this fascist regime to the abhorrent, corrupt behavior and words of Trump and his cabinet. I will NEVER listen to Dana again. Just like a coward, she sane washed this disgusting regime with her comparison that doesn’t come...
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	en	It will only stop when Democrats face the heat too
CNN	center-left	news	Ex-FBI agent reveals 3 key WHCD security gaps	false	0	vi	TACO! 😂🤣😂🤣
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	11	en	King Charles and Queen Camilla arrive in the US for a four-day visit: https://cnn.it/4edW0J6
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	5	en	Some polling indicates that roughly 70% to 75% of the country views him unfavourably, with his net rating falling to as low as -66 points in some surveys, widely reported as the worst in UK polling history.
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	129	en	The government don't care about us any more, but As a single parent Life looks better now, $21k biweekly, retired at 48, nice clothes good food, a beautiful home, a good son full of love went from Grass to Grace. I used to pray for times like this.
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	4	en	If,he,is,more,unpopular,than,Trump;then,the,US,citizens,need,to,become,more,critical
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	0	nl	Had je Nieuws Uur gezien hele mooie vis boerderijen op de Filippijnen wel zonde van al dat beton hadden ze beter wat van die grote piramide stenen van kunnen maken voor rond om de eilanden
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	0	en	Yesterday: polls don't matter Today: jk they do
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	2	en	I have more respect for Chamberlain then Keir Starmer.
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	0	en	Thank God Enten is here to circle numbers with his fingers and gesticulate like a drunk mime.
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	1	en	YOUR LATE CHARLES III HAS ALREADY ARRIVED ABOUT AN HR OR MORE AGO!? 🤷🙄😒👋
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	1	en	18% for the UK PM is indicitive of a better PM than 33% in the USA. How wild is that?
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	8	en	Is this being reported to make Trump Feel better. CNN is def dancing to the music of the new owners. Dana Bash now saying we should stop criticising Trump as that leads to staged movies like what happened at the WHCD
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	1	en	The good thing about Britain's system is that they CAN remove on unpopular leader, unlike here, where it is virtually impossible to do so!
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	4	de	💟🇺🇸💟🇺🇸💟 189 DAYS UNTIL NOVEMBER 3 💟🇺🇸💟🇺🇸💟
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	6	en	No Kings welcome King Charles? Protests?
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	1	en	BREAKING: U.S. Supreme Court upholds Texas’ redistricting plan
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	2	en	There will be alot of regime change very soon in many Western capital but not in Tehran...that will be hilarious 😂
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	0	en	As a Londoner Keir Starmer is ruining London and the rest!
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	0	en	In the UK you can both drink and smoke at age 18, just saying.
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	2	en	King Charles is Practically the UK Prime Minister for now. Long, Very Long are the Tony Blair or Margaret Thatcher days. Same problem in the US with Presidents, Donald Trump is the most Hated/Unpopular President in Modern United States History. Very Long are the JFK days or even the Ronald Reagan days, or even the Obam...
CNN	center-left	news	Enten: UK PM Starmer less popular than any US president ever	false	0	vi	TACO! 😂🤣😂🤣

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YouTube Political Comments — Balanced Bias Dataset (2026)

YouTube comments scraped from major US news channels, labelled by channel political bias for use in NLP classification experiments.

Schema

Column	Description
`text`	Comment text
`channel_name`	Source channel (e.g. CNN, Fox News)
`channel_bias`	Political bias label (`left`, `right`, etc.)
`language`	Detected language (filter to `en` for English-only)
`is_reply`	Whether the comment is a reply (dropped during preprocessing)

Preprocessing Notes

In the accompanying notebook, the following preprocessing is applied:

Drop is_reply column
Reclassify CNN from centre-left to left (binary setup)
Deduplicate on (text, channel_name) — cross-channel duplicates retained
Strict English filter (language == 'en')

Usage

from huggingface_hub import hf_hub_download
import pandas as pd

path = hf_hub_download(
    repo_id="Sapek007/yt-political-comments",
    filename="youtube_comments_political_balanced_2026.csv",
    repo_type="dataset",
)
df = pd.read_csv(path)

Citation

Dataset compiled for an NLP course final project at Copenhagen Business School (2026).

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