The tracked channels published 674 videos in the last seven days; 522 are transcribed and 277 have their content synthesis. Everything below is computed on them and can be read for the three countries together or for one of them.
28 September – 4 October 2026 · 143 content syntheses read by our local model
The content mainly addresses democratic tensions, security, and the economy. In France, left-wing channels denounce systemic racism and police repression, while the far-right emphasizes insecurity and judicial leniency. Positions differ regarding the authenticity of Mediapart's investigations into Jordan Bardella. Economically, left-wing social demands contrast with far-right calls for reduced public spending and libertarian financial advice.
France Dominant topics include Jordan Bardella's writings, insecurity in certain neighborhoods, and the crisis in the educational system. Left-wing channels analyze far-right communication and social inequalities. The far-right denounces state failure and the instrumentalization of youth. One conspiracy theory channel mentions a restriction of public liberties via Europe.
Quebec Discussions focus on the Canadian economic crisis, bureaucratic management, and the judicial system. Far-right and conspiracy channels analyze the attractiveness of the United States and corporate bankruptcies. The far-right also criticizes the justice system and opposes affirmative action in criminal sentencing.
The topics are those our local model noted in the content syntheses; they are not the themes measured by the classifiers. Open a theme to read its summary and its arguments, each linked to its videos.
The videos address democratic tensions in France, focusing on the National Rally's strategy, high school student movements, and the role of LFI. Left-wing channels analyze the far-right's communication "storefront" and power dynamics within the left, while far-right channels denounce the instrumentalization of youth and state failure. One conspiracy-oriented channel mentions the restriction of public liberties via Europe.
The 'dédiabolisation' strategy of the National Rally and Jordan Bardella is a storefront to mask a radical ideology.
LeftHigh school movements and riots are instrumentalized by LFI and the far-left to provoke an uprising.
Far rightThe French state and European institutions fail in their missions, restrict liberties, or favor economic interests.
Left, Far right, ConspiracismThe positioning and hegemony of Jean-Luc Mélenchon and LFI limit or brutalize the debate within the left.
LeftJordan Bardella is subject to internal tensions within the RN or attempts at political assassination.
Left, Far rightThe content focuses on working conditions, budgetary management, and economic models in France and Quebec. In France, positions are split between social and ecological demands (left), critiques of capitalism and financial advice (libertarian), and calls for public spending cuts or nationalizations (far-right). In Quebec, far-right and conspiracy theories focus on the Canadian economic crisis, the attractiveness of the United States, and bureaucratic management.
Fighting capitalism and neoliberal policies is necessary for ecological transition and social justice.
LeftPersonal wealth is achieved through stock market investment, real estate, and opportunistic entrepreneurship.
LibertarianismThe state must drastically reduce taxes, regulations, and bureaucratic spending to stimulate the economy.
Far rightCanada and Quebec face a major financial crisis, making relocation to the United States necessary.
Far rightRising fuel prices result from deliberate organization, geopolitical conflicts, or offshoring.
Far right, ConspiracismThe debate focuses on security, police violence, and the justice system in France and Quebec. In France, left-wing channels denounce disproportionate police repression against high school students, while the far-right emphasizes insecurity, judicial leniency, and identity-based threats. In Quebec, the far-right criticizes the judicial system and advocates for strengthening victims' rights.
The police exercise disproportionate, illegitimate, and systemic violence, particularly against high school students and working-class neighborhoods.
LeftInsecurity is increasing in France due to vandalism, judicial impunity, and the lack of border controls.
Far rightThe judicial system is too lenient, allowing the premature release of criminals and impunity for offenders.
Far rightThe security response must be toughened, through severe justice or the use of force, to restore order.
Far rightHigh school mobilizations are infiltrated by criminals or motivated by financial gain.
Far rightThe content mainly focuses on accusations of antisemitism against Jordan Bardella and the National Rally, as well as social and racial inequalities in France. Left-wing channels denounce systemic racism and antisemitic remarks, while far-right channels mention anti-white racism and contest the accusations against Jordan Bardella. In Quebec, a far-right channel opposes positive discrimination in criminal sentencing.
Jordan Bardella and the RN are accused of structural antisemitism and conspiracy-based remarks.
LeftThe French school and social system reproduces class inequalities and racial discrimination.
Left, CultureThere is systemic anti-white racism and propaganda aimed at devaluation of white people.
Far rightAntisemitism accusations against Jordan Bardella are disproportionate or unfounded.
Far rightRacism and discrimination are expressed through dehumanization, essentialization, or environmental racism.
LeftThe debate mainly focuses on the crisis of resources and violence within the French educational system, as well as the teaching of history. Left-wing and far-right channels agree on the lack of resources but differ on the causes and nature of high school mobilizations. In Quebec, discussions center on nutritional education and psychology training.
The educational system suffers from a critical lack of financial resources, staff, and infrastructure.
Left, Far right, LibertarianismHigh school mobilizations are perceived either as an organic organization against austerity or as a pretext for gratuitous violence.
Left, Far rightThe teaching of history must be objective and include all slave trades to avoid ideological biases.
Far rightSchools should evolve toward teaching concrete and professional skills rather than focusing on secondary debates.
Libertarianism, ManosphereThe degradation of public education is a deliberate strategy to favor elites or the private sector.
LeftThe videos primarily address the reliability of Mediapart's investigations and the role of media and social networks in political debate. In France, left-wing and far-right channels clash over the authenticity of evidence provided by Mediapart, while others analyze media influence on public opinion. In Quebec, content focuses on the advertising inefficiency of print newspapers compared to digital tools.
Mediapart's revelations are manipulations, fakes, or 'barbouzerie' operations intended to cause political harm.
Far right, LeftThe authenticity of Mediapart's documents is proven by cross-referencing and unfalsifiable material evidence.
LeftThe Rassemblement National uses intimidation, diversion, and the discredit of the press to hide problematic remarks.
LeftSocial networks and digital media influence behaviors, political image, and the concentration levels of young people.
Far rightAdvertising in print press has become ineffective and obsolete compared to digital tools.
Far rightThe week’s videos ranked by views per day since publication: a video published yesterday with a hundred thousand views already comes before a six-day-old one with as many.
Ranked by view count at the latest check; filter by orientation, search a title or a channel.
YouTube
Only the 24 most viewed videos of each orientation are shown. The full list is available as JSON (week.json) and, on request, in the data explorer.
Number of sentences naming each public figure in this week’s transcribed videos. Each bar is divided by the orientation of the channels in which these sentences are spoken. Private individuals are never counted.
One synthesis per day of publication, for the country chosen above, with the videos it is drawn from.
The content focuses on national identity, artificial intelligence, gender relations, and political institutions. Positions vary by orientation: the manosphere criticizes feminism and analyzes celibacy, while the left denounces the instrumentalization of youth and neoliberalism. Libertarian and far-right orientations focus on entrepreneurship, taxation, and the impact of AI, while linking national recovery to patriotic pride.
France Videos cover national priority, education, and economics. The cultural orientation analyzes national priority from two opposing angles. Libertarian and far-right channels discuss AI applied to entrepreneurship and schooling. The left focuses on radical ecology and the legitimacy of political radicalism. The manosphere develops an ideological critique of feminism.
Quebec Content is exclusively driven by the manosphere orientation. The videos analyze the difficulties of romantic encounters and female celibacy.
Content focuses on security, immigration, economy, and institutional functioning. Positions vary by orientation: the left denounces police violence and precariousness, while the far-right criticizes judicial leniency, budgetary management, and migratory flows. Discussions on media specifically oppose views on the reliability of Mediapart and the influence of social networks.
France Videos cover riots, LFI and RN strategies, and revelations regarding Jordan Bardella. The left advocates for degrowth and criticizes the police. The far-right and manosphere discuss the expulsion of foreigners and insecurity. Libertarian and culture orientations focus on social behaviors and video games.
Quebec Discourse is dominated by the far-right. Main topics include the economic exodus to the United States, the management of migration thresholds, and risks related to artificial intelligence. Criticisms target the electoral system, the civil service, and the effectiveness of traditional newspapers. Immigration is linked to security issues in Montreal.
