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The first was against England, in which they lost 3-2.
The second was a day German fans will surely remember, as they finally ended their long wait for a win over Italy by thrashing the Azzurri 4-1 on March 29th.
One of their defeats was a 2-0 reversal versus Poland.
The most surprising results, however, were against the Republic of Ireland.
Many had certainly expected Joachim Löw's men to have no trouble dealing with them - but instead of picking up six points, die Mannschaft ended up with only one.
In any case, Germany were still able to narrowly top their group with 22 points, one ahead of Poland, and ironically will be facing this same team at this summer's tournament.
Thomas Müller was the team's top goal scorer in qualifiers with nine goals.