USgrid

The hourly demand and supply of electricity in the US.
https://github.com/RamiKrispin/USgrid

Last synced: 9 months ago
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Repository metadata

The hourly demand and supply of electricity in the US

• Host: GitHub
• URL: https://github.com/RamiKrispin/USgrid
• Owner: RamiKrispin
• License: other
• Created: 2019-11-06T06:17:49.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2021-05-26T12:03:11.000Z (almost 4 years ago)
• Last Synced: 2024-06-11T19:58:13.330Z (11 months ago)
• Language: R
• Homepage: https://ramikrispin.github.io/USgrid/
• Size: 21.3 MB
• Stars: 24
• Watchers: 7
• Forks: 3
• Open Issues: 0
• Releases: 0
• Metadata Files:
  • Readme: README.Rmd
  • License: LICENSE

README.Rmd

          ---
output: github_document
---



```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)
```

# USgrid 


[![lifecycle](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](https://lifecycle.r-lib.org/articles/stages.html)
[![CRAN status](https://www.r-pkg.org/badges/version/USgrid)](https://cran.r-project.org/package=USgrid)
[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT)


The USgrid R package provides a set of high frequency (hourly) time-series datasets, describing the demand and generation of electricity in the US (lower-48 states, excluding Alaska and Hawaii). That includes the following series:

* `US_elec`  - the total hourly demand and supply (generation) for electricity in the US since July 2015

* `US_source` - the US net generation of electricity by energy source (natural gas, coal, solar, etc.) since July 2018

* `Cal_elec` - The California subregion hourly demand by operator since July 2018

All datasets are in [tsibble](https://tsibble.tidyverts.org/index.html) format

**Source:** [US Energy Information Administration](https://www.eia.gov/), Mar 2021

Installation
------------

Install the stable version from [CRAN](https://CRAN.R-project.org/package=USgrid):

``` r
install.packages("USgrid")
```

or install the development version from [Github](https://github.com/RamiKrispin/USgrid):

``` r
# install.packages("remotes")
remotes::install_github("RamiKrispin/USgrid")
```

## Examples

The hourly demand and generation (supply) of electricty in the US:

``` r
library(USgrid)
library(plotly)

data(US_elec)

plot_ly(data = US_elec,
        x = ~ date_time,
        y = ~ series,
        color = ~ type,
        colors = c("#66C2A5","#8DA0CB"),
        type = "scatter",
        mode = "lines") %>%
        layout(title = "US Electricity Demand vs. Supply (Hourly)",
               yaxis = list(title = "Mwh"),
               xaxis = list(title = "Source: US Energy Information Administration (Mar 2021)"))
```

```{r include=FALSE}
library(USgrid)
library(plotly)

data(US_elec)

p1 <- plot_ly(data = US_elec,
        x = ~ date_time,
        y = ~ series,
        color = ~ type,
        colors = c("#66C2A5","#8DA0CB"),
        type = "scatter",
        mode = "lines") %>%
        layout(title = "US Electricity Demand vs. Supply (Hourly)",
               yaxis = list(title = "Mwh"),
               xaxis = list(title = "Source: US Energy Information Administration (Mar 2021)"))

orca(p1, "man/figures/US_elec.svg")
```



The hourly generation (supply) of electricty in the US by source:
``` r
data("US_source")

plot_ly(data = US_source,
        x = ~ date_time,
        y = ~ series,
        color = ~ source,
        type = "scatter",
        mode = "lines") %>%
  layout(title = "US Electricity Generation by Energy Source",
         yaxis = list(title = "Mwh"),
         xaxis = list(title = "Source: US Energy Information Administration (Mar 2021)"))
```


```{r include=FALSE}
data("US_source")

p2 <- plot_ly(data = US_source,
        x = ~ date_time,
        y = ~ series,
        color = ~ source,
        type = "scatter",
        mode = "lines") %>%
  layout(title = "US Electricity Generation by Energy Source",
         yaxis = list(title = "Mwh"),
         xaxis = list(title = "Source: US Energy Information Administration (Dec 2019)"))

orca(p2, "man/figures/US_source.svg")
```



The California subregion hourly demand by operator

``` r
data("Cal_elec")

plot_ly(data = Cal_elec,
        x = ~ date_time,
        y = ~ series,
        color = ~ operator,
        type = "scatter",
        mode = "lines") %>%
  layout(title = "California Hourly Demand by Operator",
         yaxis = list(title = "Mwh"),
         xaxis = list(title = "Source: US Energy Information Administration (Mar 2021)"))
```


```{r include=FALSE}
data("Cal_elec")

p3 <- plot_ly(data = Cal_elec,
        x = ~ date_time,
        y = ~ series,
        color = ~ operator,
        type = "scatter",
        mode = "lines") %>%
  layout(title = "California Hourly Demand by Operator",
         yaxis = list(title = "Mwh"),
         xaxis = list(title = "Source: US Energy Information Administration (Mar 2021)"))

orca(p3, "man/figures/Cal_elec.svg")
```



        

---

Owner metadata

• Name: Rami Krispin
• Login: RamiKrispin
• Email:
• Kind: user
• Description: Data science and engineering manager | Author, open-source contributor 👨🏻‍💻 | Time-series analysis and forecasting ❤️ | Opinions are my own 😎
• Website: https://medium.com/@rami.krispin
• Location: Cupertino, California, US
• Twitter:
• Company:
• Icon url: https://avatars.githubusercontent.com/u/12760966?u=654c914d9df714991b890ea38ac4fce0e55c0d8f&v=4
• Repositories: 118
• Last ynced at: 2024-06-11T15:58:00.605Z
• Profile URL: https://github.com/RamiKrispin

---

GitHub Events

Total

• Create event: 4
• Release event: 3
• Issues event: 12
• Watch event: 24
• Issue comment event: 3
• Push event: 54
• Fork event: 4

Last Year

• Fork event: 1
• Watch event: 3

---

Committers metadata

Last synced: 9 months ago

Name	Email	Commits
RamiKrispin	r****p@u****u	112
--local	-****l	12
rkrispin	r****n@a****m	12

Committer domains:

• apple.com: 1
• umich.edu: 1

---

Issue and Pull Request metadata

Last synced: 9 months ago

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/RamiKrispin/USgrid

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Package metadata

• Total packages: 3
• Total downloads:
  • cran: 165 last-month
• Total dependent packages: 0 (may contain duplicates)
• Total dependent repositories: 0 (may contain duplicates)
• Total versions: 9
• Total maintainers: 1

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Dependencies

Score: 9.3886539073726