The Smarth2O Anonymized Datasets Of Terre Di Pedemonte And Valencia

Anonymized datasets of SmartH2O project This repository contains the anonymized datasets of water consumptions of <strong>Terre di Pedemonte</strong> and <strong>Valencia</strong> SmartH2O's users. Each dataset is stored in its named folder, and have the same file naming: anonymizer.zip: the compressed archive of water consumptions and households features Once decompressed, the archived files are<strong> smarth2o_anonymized_households.csv</strong> and <strong>smarth2o_anonymized_consumptions.csv</strong> smarth2o_anonymized_households.csv: It contains the features of the households' users. The columns meaning is: index The number of the row in the csv file smart_meter_id The smart meter's ID household_size The size of the Household (in squared meters) household_garden_area The size of the garden (in squared meters) household_pool_volume The volume of the pool (in cubic meters) household_pool The presence of the pool (boolean) household_garden The presence of the garden (boolean) residency_type The type of residency (Flat, House, Single Family, ...) number_bathrooms The number of bathrooms environmental_attitude The environmental attitude sensitivity of the user (High, Medium, Low) irrigation_system The presence of an irrigation system (boolean) house_plants The presence of house plants (boolean) balcony_plants The presence of balcony plants (boolean) building_size The size of the building (in squared meters) name The name of a complex device (washing mascine, dishwater, ...) efficiency The nefficiency of the complex device ( A, A+. A++, ...) ecomode The presence of the Eco-Mode feature in the complex device (boolean) timer The presence of the timer in the complex device (boolean) name.1 The name of a simple device (toilet, sink, bathtub, ...) number The number of the simple device For all columns, a NULL value means that the user doesn't provided the information. smarth2o_anonymized_consumptions.csv: it contains the periodic readings of the smart meters. The columns meaning is: index The number of the row in the csv file smart_meter_id The smart meter's ID tst The timestamp of the reading meter_reading The value read The difference of the reading values between two consecutive rows gives the water <strong>consumption</strong>. In order to certificate the authenticity of the datasets, we provide these additional files: anonymizer.zip.asc: the anonymizer.zip signature made by the SmartH2O OpenPGP key sha256sum.txt: the <em>sha256 hash</em> generated for anonymizer.zip sha256sum.txt.asc: the sha256sum.txt signature made by the SmartH2O OpenPGP key The SmartH2O key, available here, has this fingerprint: 7F14 4F03 BCB9 9A3C D99D 7483 9739 174C 8B57 ACA9 <strong>Contacts</strong> For any type of further questions write to [e-mail]. The maintainer of this dataset is Corrado Valeri ([e-mail]).