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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def analyze(self, id, parameters, filter=None, start=None, end=None, service='facebook'):
 """ Analyze the recorded data for a given hash :param id: The id of the recording :type id: str :param parameters: To set settings such as threshold and target :type parameters: dict :param filter: An optional secondary filter :type filter: str :param start: Determines time period of the analyze :type start: int :param end: Determines time period of the analyze :type end: int :param service: The service for this API call (facebook, etc) :type service: str :return: dict of REST API output with headers attached :rtype: :class:`~datasift.request.DictResponse` :raises: :class:`~datasift.exceptions.DataSiftApiException`, :class:`requests.exceptions.HTTPError` """


        params = {'id': id,
                  'parameters': parameters}

        if filter:
            params['filter'] = filter
        if start:
            params['start'] = start
        if end:
            params['end'] = end

        return self.request.post(service + '/analyze', params)