Omkar2118/datasets huggingface dataset:
Electricity
Full name: Individual household electric power consumption Data Set

**Abstract**: Measurements of electric power consumption in one household with a one-minute sampling rate over a period of almost 4 years. Different electrical quantities and some sub-metering values are available.

| Data Set Characteristics  | Number of Instances | Area     | Attribute Characteristics | Number of Attributes | Date Donated | Associated Tasks       | Missing Values |
| ------------------------- | ------------------- | -------- | ------------------------- | -------------------- | ------------ | ---------------------- | -------------- |
| Multivariate, Time-Series | 2075259             | Physical | Real                      | 9                    | 2012-08-30   | Regression, Clustering | Yes            |

### Source:

Georges Hebrail (georges.hebrail '@' edf.fr), Senior Researcher, EDF R&D, Clamart, France
Alice Berard, TELECOM ParisTech Master of Engineering Internship at EDF R&D, Clamart, France

### Data Set Information:

This archive contains 2075259 measurements gathered in a house located in Sceaux (7km of Paris, France) between December 2006 and November 2010 (47 months).
Notes:

1. (global_active_power\*1000/60 - sub_metering_1 - sub_metering_2 - sub_metering_3) represents the active energy consumed every minute (in watt hour) in the household by electrical equipment not measured in sub-meterings 1, 2 and 3.
2. The dataset contains some missing values in the measurements (nearly 1,25% of the rows). All calendar timestamps are present in the dataset but for some timestamps, the measurement values are missing: a missing value is represented by the absence of value between two consecutive semi-colon attribute separators. For instance, the dataset shows missing values on April 28, 2007.

### Attribute Information:

1. `date`: Date in format `dd/mm/yyyy`
2. `time`: time in format `hh:mm:ss`
3. `global_active_power`: household global minute-averaged active power (in kilowatt)
4. `global_reactive_power`: household global minute-averaged reactive power (in kilowatt)
5. `voltage`: minute-averaged voltage (in volt)
6. `global_intensity`: household global minute-averaged current intensity (in ampere)
7. `sub_metering_1`: energy sub-metering No. 1 (in watt-hour of active energy). It corresponds to the kitchen, containing mainly a dishwasher, an oven and a microwave (hot plates are not electric but gas powered).
8. `sub_metering_2`: energy sub-metering No. 2 (in watt-hour of active energy). It corresponds to the laundry room, containing a washing-machine, a tumble-drier, a refrigerator and a light.
9. `sub_metering_3`: energy sub-metering No. 3 (in watt-hour of active energy). It corresponds to an electric water-heater and an air-conditioner.

### Relevant Papers:

N/A

### Citation Request:

This dataset is made available under the “Creative Commons Attribution 4.0 International (CC BY 4.0)” license