Sentiment capture by wireless network elements is provided herein. A method can include extracting, by a system comprising a processor, features of sensor data captured by a sensor, communicatively coupled to the system via a wireless communication network and located in an area, wherein the sensor data is representative of respective persons present in the area, resulting in extracted features; determining, by the system, sentiment data, representative of an emotional condition of the respective persons present in the area, by correlating the extracted features to circumstantial properties associated with the area; and generating, by the system based on the sentiment data, a response to a query for information associated with the area.