dw-data/crm

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dw-data/crm

dw-data

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The so-called critical raw materials are thirty resources identified by the European Union that are irreplaceable for its future industry. DW analyzed the production, market distortion, future demand, alternative elements, environmental damages and human rights violations during the mining process.

covid19-trend

While the first countries are easing their lockdowns, others report more and more new cases every day. Data for the global picture shows: the pandemic is far from over.

Jupyter Notebook

movie-tropes

Methodology, data and code behind the DW articles on stereotypes in Hollywood movies and the Oscar-Academy's favorite tropes

plastics-promises

Data and methodology behind the investigation into European companies' plastics promises

covid19-vaccine-tracker

Researchers around the world are trying to develop safe and effective vaccines against SARS-CoV-2, the virus that causes COVID-19. Here's their progress so far.

Jupyter Notebook

image-search

Google images search displays sexualized images for women from some regions of the world. Our data analysis shows which regions are most affected.

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edjnet-pm2p5

Source code for the EDJNET story about PM2P5 air pollution levels on Europe

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travel-cost

Trains vs. planes: What's the real cost of travel? Flights often seem to be the fastest and cheapest travel options. That's not so, as DW's data visualizations show. Factoring in transit time and environmental damage, here's how to assess the true costs of travel.

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brazilian-dam-safety

Source code and data analysis for the story about dam safety in Brazil

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covid-prisons

Code, data and methodology behind the investigation into how Europe's prisons are handling the pandemic

minimum-wage

Methodology, script and data for the article "Germany's minimum wage is barely above the poverty line"

air-pollution-megacities

Data and methodology behind this analysis.

EU-migration-policy

From tackling the root causes of migration to fighting human trafficking: The EU has many different goals for its migration policy. On paper they are sold as equal. Financially, they are not.

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European-Green-Deal-Tracker

Under pressure to reach net-zero greenhouse gas emissions by 2050, the EU is pushing policies to build wind turbines and solar panels, phase out electric cars and replace gas boilers with heat pumps.

tw-climate-protests

Source code for the story about the repercussion of climate protests on Twitter

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quantify-europe_plastic-packaging-waste

What happens to our plastic packaging waste?

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climate-risk-insurances

The world's poor are being encouraged to take out insurance against climate-related disasters. But as the logic of some schemes unravels, those who profited least from fossil fuels are left paying for their damage.

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desalination

Data and methodology behind this analysis.

women-votes

methodology, data and code behind out story on how Germany would be different if only women voted

megacities

environmental-defenders

Data and methodology behind the story on deaths of environmental defenders

German-Emissions-Tracker

cop26

gpe-topics

edjnet

corsia

Data and methodology behind our analysis of the CORSIA global aviation emissions scheme

profit-shifting

Code for the DW story about profit shifting by multinational corporations

Jupyter Notebook

brazil-road-traffic-deaths

Source code and data for the story about road traffic deaths in Brazil

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eu-parliament-llm

Source code for the story that used LLMs to analyze the 9th European Parliament speeches

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Visa-applications-Africa-Asia

It's not easy for Africans to obtain a visa to visit Germany. A DW data analysis reveals that one in five applications is rejected, far more than for other parts of the world.

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internet-shutdowns

India shuts down the internet more than any other country. Kashmiris, in the north, had no internet access at all for almost a year. A DW analysis found that shutdowns are strategically used to clamp down on dissent.

lng

Jupyter Notebook

barriers

coronavirus

Methodology, data and code behind our story on the novel coronavirus in Wuhan in context.

trade-dispute

With tariffs on China high, US importers are turning to other countries to source cell phones, computers or furniture.

ODA

Jupyter Notebook

state-of-democracy

Methodology and sources for the story about democratic backsliding

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mep-sociodemographics

Age and gender balance of the 2019 incoming European Parliament

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Oscars-gender-ratio

What's the gender ratio of 2018 Oscars nominees?

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oscars-best-directing

Data sources of the analysis of the winners and nominees in the category "best directing". The analysis includes the Oscars 1929-2023.

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degrowth

transnational-repression

mobile-internet

In Malawi, people have been paying around 87% of gross national income per capita for 1GB of mobile data. Rwandans only pay 2%. DW examines the reasons for this huge price discrepancy.

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EU-lobbying

Which non-EU actors lobby the EU?

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fifa-world-cup-graphs

Graphs that show trends since the beginning of the World Cup

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liberal-democracies

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human-rights-council

greek-economy

Greece will exit its stability program on Monday. How has the Greek economy developed since austerity was imposed in 2010? And is Greece prepared to meet the budgetary targets? A data analysis provides answers.

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eu-mp-votes-2024

Data and methodology behind this analysis.

ai-languages

Methodology, data and code behind the story on AI and non-western languages