The acquisition comes about a year after the launch of Cover, which said its free application, that hit the virtual shelves of Google Play's online shop in October, has reached hundreds of thousands of users.
Financial terms of the deal were not disclosed. The Cover team has joined San Francisco-based Twitter, according to the startup.
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"Twitter, like Cover, believes in the incredible potential of Android."
The take-over indicates that Twitter is keen to make its popular one-to-many messaging service ever more enticing to people with smartphones powered by Google-backed Android software.
An IDC survey released in February found Android had a 78.1% share of global smartphone shipments in the final three months of last year, bolstered by a 40% jump in the number of handsets delivered.
For the full year, Android's market share was 78.6% to 15.2% for Apple's iOS, 3.3% for Windows Phone and 1.9% for BlackBerry, IDC said.
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