The invention is applicable to the technical field of data patch, a parking data patching method, a device, equioment and storage medium based on DCGAN are provided. The method comprises: the parkinglots in the collection of city parking lots are clustered into parking lot clusters, car parks include sample car parks and car parks to be repaired, according to the parking data of the sample parking lot, according to the vacancy rate curve image of the sample car park in the car park cluster, training the generative countermeasure network based on depth convolution, to generate a vacancy rate curve simulation image of each parking lot cluster, these empty car rate curve simulation images are processed and mapped to corresponding one-dimensional empty car rate data, according to the one-dimensional empty vehicle rate data, the parking lot to be repaired in each parking lot cluster is repaired, so that the parking lot to be repaired is repaired with more accurate data when the prior knowledge of the parking lot to be repaired is not relied on, the parking data repairing at the city level is realized, and the data collection cost of the parking lot is saved.