Abstract: A method to communicate driving status from a vehicle. The method includes obtaining, using a mobile device travelling in the vehicle, movement data of the vehicle, determining, using a computer processor of the mobile device, that the vehicle is in motion by analyzing the movement data based on a specified criterion, generating, in response to determining that the vehicle is in motion, driving status data of the vehicle by further analyzing the movement data based on the specified criterion, and transmitting, using the mobile device, the driving status data to a remote user away from the vehicle.

Abstract: A method to qualify a partner candidate, including accessing a social network to retrieve social network data about the partner candidate; parsing the social network data to extract a social network data item corresponding to a characteristics category relating to a characteristic of the partner candidate; determining per category weighting factors corresponding to characteristics categories and representing a focus of the social network; comparing, using a keyword library comprising pre-determined keywords and pre-determined keyword similarity measures, the social network data item and a self-described attribute of the partner candidate to generate a characteristics category score, wherein a range of the characteristics category score is determined by a corresponding per category weighting factor; and assigning the characteristics category score to the self-described attribute, wherein the characteristics category score represents a validity measure of the self-described attribute based on the social network