nateraw/espeni-3

---
license:
- unknown
zenodo_id: '6606485'
converted_from: zenodo
---

# Dataset Card for Electrical half hourly raw and cleaned datasets for Great Britain from 2008-11-05

## Table of Contents
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)

## Dataset Description

- **Homepage:** https://zenodo.org/record/6606485
- **Repository:**
- **Paper:**
- **Leaderboard:**
- **Point of Contact:**

### Dataset Summary

<p><strong>A journal paper published in Energy Strategy Reviews details the method to create the data.</strong></p>

<p><strong>https://www.sciencedirect.com/science/article/pii/S2211467X21001280</strong></p>

<p>&nbsp;</p>

<p>2021-09-09: Version 6.0.0 was created. Now includes data for the North Sea Link (NSL) interconnector from Great Britain to Norway (https://www.northsealink.com). The previous version (5.0.4) should not be used - as there was an error with interconnector data having a static value over the summer 2021.</p>

<p>&nbsp;</p>

<p>2021-05-05: Version 5.0.0 was created. Datetimes now in ISO 8601 format (with capital letter &#39;T&#39; between the date and time) rather than previously with a space (to RFC 3339 format) and with an offset to identify both UTC and localtime. MW values now all saved as integers rather than floats. Elexon data as always from www.elexonportal.co.uk/fuelhh, National Grid data from&nbsp;https://data.nationalgrideso.com/demand/historic-demand-data &nbsp; Raw data now added again for comparison of pre and post cleaning - to allow for training of additional cleaning methods. If using Microsoft Excel, the T between the date and time can be removed using the =SUBSTITUTE() command - and substitute &quot;T&quot; for a space &quot; &quot;</p>

<p>_____________________________________________________________________________________________________</p>

<p>2021-03-02: Version 4.0.0 was created. Due to a new interconnecter (IFA2 -&nbsp;https://en.wikipedia.org/wiki/IFA-2) being commissioned in Q1 2021, there is an additional column with data from National Grid - this is called &#39;POWER_NGEM_IFA2_FLOW_MW&#39; in the espeni dataset. In addition, National Grid has dropped&nbsp;the column name &#39;FRENCH_FLOW&#39; that used to provide&nbsp;the value for the column&nbsp;&#39;POWER_NGEM_FRENCH_FLOW_MW&#39; in previous espeni versions. However, this has been changed to &#39;IFA_FLOW&#39; in National Grid&#39;s original data, which is now called &#39;POWER_NGEM_IFA_FLOW_MW&#39; in the espeni dataset. Lastly, the IO14 columns have all been dropped by National Grid - and potentially unlikely to appear again in future.</p>

<p>2020-12-02: Version 3.0.0 was created. There was a problem with earlier versions&nbsp;local time format - where the +01:00 value was not carried through into the data properly. Now addressed - therefore - local time now has the format e.g.&nbsp;2020-03-31 20:00:00+01:00 when in British Summer Time.</p>

<p>2020-10-03: Version 2.0.0 was created as it looks like National Grid has&nbsp;had a significant change&nbsp;to the methodology underpinning the embedded wind calculations. The wind profile seems similar to previous values, but with an increasing value in comparison&nbsp;to the value published in earlier&nbsp;the greater the embedded value is. The &#39;new&#39; values are from&nbsp;https://data.nationalgrideso.com/demand/daily-demand-update from 2013.</p>

<p>Previously: raw and cleaned datasets for Great Britain&#39;s&nbsp;publicly available electrical data from&nbsp;Elexon (www.elexonportal.co.uk) and National Grid (https://demandforecast.nationalgrid.com/efs_demand_forecast/faces/DataExplorer). Updated versions with more recent data will be uploaded with a differing&nbsp;version number and doi</p>

<p>All data is released in accordance with Elexon&#39;s disclaimer and reservation of rights.</p>

<p>https://www.elexon.co.uk/using-this-website/disclaimer-and-reservation-of-rights/</p>

<p>This disclaimer is also felt to cover&nbsp;the data from National Grid, and the parsed data from the Energy Informatics Group at the University of Birmingham.</p>

### Supported Tasks and Leaderboards

[More Information Needed]

### Languages

The class labels in the dataset are in English

## Dataset Structure

### Data Instances

[More Information Needed]

### Data Fields

[More Information Needed]

### Data Splits

[More Information Needed]

## Dataset Creation

### Curation Rationale

[More Information Needed]

### Source Data

#### Initial Data Collection and Normalization

[More Information Needed]

#### Who are the source language producers?

[More Information Needed]

### Annotations

#### Annotation process

[More Information Needed]

#### Who are the annotators?

[More Information Needed]

### Personal and Sensitive Information

[More Information Needed]

## Considerations for Using the Data

### Social Impact of Dataset

[More Information Needed]

### Discussion of Biases

[More Information Needed]

### Other Known Limitations

[More Information Needed]

## Additional Information

### Dataset Curators

This dataset was shared by Grant Wilson, Noah Godfrey

### Licensing Information

The license for this dataset is https://creativecommons.org/licenses/by-nc/4.0/legalcode

### Citation Information

```bibtex
@dataset{grant_wilson_2022_6606485,
author = {Grant Wilson and
Noah Godfrey},
title = {{Electrical half hourly raw and cleaned datasets
for Great Britain from 2008-11-05}},
month = jun,
year = 2022,
note = {{Grant funding as part of Research Councils (UK)
EP/L024756/1 - UK Energy Research Centre research
programme Phase 3 Grant funding as part of
Research Councils (UK) EP/V012053/1 - The Active
Building Centre Research Programme (ABC RP)}},
publisher = {Zenodo},
version = {6.0.9},
doi = {10.5281/zenodo.6606485},
url = {https://doi.org/10.5281/zenodo.6606485}
}
```

### Contributions

[More Information Needed]

原始信息汇总

数据集概述

数据集描述

数据集总结

• 数据来源：该数据集包含英国从2008年11月5日开始的电力每半小时原始数据和清洗后数据，数据来源于Elexon (www.elexonportal.co.uk) 和 National Grid (https://data.nationalgrideso.com/demand/historic-demand-data)。
• 数据版本更新：
  • 2021-09-09：版本6.0.0发布，新增North Sea Link (NSL) 互联器数据。
  • 2021-05-05：版本5.0.0发布，时间格式调整为ISO 8601，MW值存储为整数。
  • 2021-03-02：版本4.0.0发布，新增IFA2互联器数据列。
  • 2020-12-02：版本3.0.0发布，修正本地时间格式问题。
  • 2020-10-03：版本2.0.0发布，更新嵌入式风计算方法。
• 数据使用注意事项：所有数据发布遵循Elexon的免责声明和保留权利。

支持的任务和排行榜

• 信息缺失：具体支持的任务和排行榜信息未提供。

语言

• 数据标签语言：英语。

数据集结构

数据实例

• 信息缺失：具体数据实例信息未提供。

数据字段

• 信息缺失：具体数据字段信息未提供。

数据分割

• 信息缺失：具体数据分割信息未提供。

数据集创建

数据整理理由

• 信息缺失：具体整理理由未提供。

源数据

初始数据收集和标准化

• 信息缺失：具体数据收集和标准化信息未提供。

源语言生产者

• 信息缺失：具体源语言生产者信息未提供。

注释

注释过程

• 信息缺失：具体注释过程信息未提供。

注释者

• 信息缺失：具体注释者信息未提供。

个人和敏感信息

• 信息缺失：具体个人和敏感信息处理信息未提供。

使用数据的考虑

数据集的社会影响

• 信息缺失：具体社会影响信息未提供。

偏见讨论

• 信息缺失：具体偏见讨论信息未提供。

其他已知限制

• 信息缺失：具体其他已知限制信息未提供。

附加信息

数据集管理员

• 数据集分享者：Grant Wilson, Noah Godfrey。

许可信息

• 数据集许可：Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)。

引用信息

bibtex @dataset{grant_wilson_2022_6606485, author = {Grant Wilson and Noah Godfrey}, title = {Electrical half hourly raw and cleaned datasets for Great Britain from 2008-11-05}, month = jun, year = 2022, publisher = {Zenodo}, version = {6.0.9}, doi = {10.5281/zenodo.6606485}, url = {https://doi.org/10.5281/zenodo.6606485} }