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But perhaps the most advanced approach to using big data to tackle city infrastructure breakdown is IBM's smarter cities business offering.
Its recommendations, which also include preventing companies from using big data to discriminate against individuals, were cautiously welcomed by privacy campaigners who said they were disappointed it did not go further.
By using big data to underpin policymaking we need to be careful not to exclude the needs and rights of groups of people without access to phones or computers.
The Economist "moneyballs" the English Premier LeagueIN THIS week's print edition we discuss how teams in the English Premier League (EPL) are using "big data" to devise sharper tactics and make shrewder purchases.
Related: Counting trees to save the woods: using big data to map deforestation Mangroves are a cornucopia of life – a rainforest by the sea – surviving in inter-tidal zones of tropical and sub-tropical regions.
Read more stories like this: Counting trees to save the woods: using big data to map deforestation How Europe's aid agencies spend their money – interactive Media, aid and democracy: understanding a complex relationship Advertisement feature: Payment by results in development – a need for more thinking?
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Pentland spoke about how he has used big data to track debates online.
Just as a corporation may use big data to figure out what a consumer might buy based on their past purchases, a spy agency can use big data to make connections to useful intelligence.
Will big companies and big governments use big data to trample on the little man?
Pacemaker launches iPad DJ app using Spotify as its music source How Shazam uses big data to predict music's next big artists.
Tomorrow, we will use big data to surpass our faith in our individual powers and instead place trust in the data (though not blind trust).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com