Datasets:
This dataset is not truly 10k rows.
#2
by
ruebot
- opened
It is the same 25 tweets repeated 400 times to get exactly 10,000 lines.
curl -s https://huggingface.co/datasets/kartiksrma/Poltical-Ideology-Synthetic/raw/main/political_tweets_10000.csv | awk -F',' 'NR > 1 {count[$0]++} END {for (line in count) if (count[line] > 1) print count[line], line}'
400 Extreme Right,Strong leadership means making tough decisions for the future of our nation. #Authoritarianism #Strength
400 Centre,Markets work best with thoughtful regulation. #FreeMarkets #GoodGovernance
400 Left,Wages have stagnated for too long. Time to raise the minimum wage! #LivingWage #WorkersRights
400 Left,Education should be free for everyone! #FreeEducation #SocialDemocracy
400 Right,"Tradition is the backbone of our culture, let's preserve it. #CulturalConservatism #TraditionalValues"
400 Centre,"Free speech is a cornerstone of democracy, let's protect it while ensuring accountability. #DemocracyMatters #FreeSpeech"
400 Left,Healthcare is a human right. Everyone deserves access to quality care. #MedicareForAll #SocialJustice
400 Extreme Left,Redistribute the wealth! The 1% are hoarding what belongs to all of us. #EatTheRich #WorkersUnite
400 Extreme Right,Globalism is a threat to our independence. #AntiGlobalism #AmericaFirst
400 Extreme Right,We must preserve our cultural heritage. #TraditionalValues #FarRight
400 Centre,"We need balanced, pragmatic solutions to tackle poverty. #Pragmatism #PolicyForAll"
400 Right,The government shouldn't tell us how to run our businesses. #FreeMarket #LimitedGovernment
400 Right,"Stand up for law and order, respect for authority is key. #BackTheBlue #Conservatism"
400 Extreme Right,Immigrants are taking our jobs. We need strict immigration control! #ImmigrationReform #ProtectOurBorders
400 Centre,A fair tax system that supports businesses and the vulnerable alike. #CentristSolutions #Economy
400 Right,Strong borders keep our nation secure. #SecureTheBorder #LawAndOrder
400 Left,"The climate crisis is here, we need bold action now! #ActOnClimate #GreenNewDeal"
400 Extreme Left,We need to tear down all borders! No one is illegal! #AbolishBorders #RefugeesWelcome
400 Extreme Left,True democracy is worker control! #DirectAction #Anarchism
400 Extreme Right,Our nation must come first. We can't sacrifice our sovereignty. #Nationalism #Sovereignty
400 Extreme Left,Corporate greed is killing the planet. End fossil fuels now! #ClimateJustice #GreenNewDeal
400 Left,Equal rights for all. No one should be left behind. #LGBTQ #Equality
400 Extreme Left,Capitalism is the root of all oppression. It's time for a new system! #AntiCapitalism #Revolution
400 Centre,"Collaboration, not division, is how we move forward. #Bipartisanship #Progress"
400 Right,"Lower taxes, more freedom. Let people keep what they earn. #TaxCuts #Liberty"
As a result, the model that is based off this training data is critically flawed.