Data

Tools

Indexes

Applications

Experiments

Open Source Science

eAnalytics

Dynamic Web-based Analytics for the Energy Industry

https://github.com/paulgovan/eanalytics

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ✓
    DOI references
    Found 5 DOI reference(s) in README
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (16.6%) to scientific vocabulary

Keywords

analytics energy r shiny shinydashboard visualization
Last synced: 6 months ago · JSON representation

Repository

Dynamic Web-based Analytics for the Energy Industry

Basic Info
Statistics
  • Stars: 33
  • Watchers: 6
  • Forks: 25
  • Open Issues: 0
  • Releases: 6
Topics
analytics energy r shiny shinydashboard visualization
Created almost 11 years ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog License Code of conduct

README.md

CRAN status CRAN checks <!-- badges: end -->

eAnalytics

Features

  • Profile: take an overview of the industry
  • Performance: measure key performance indicators (KPIs)
  • Trends: identify changes in the industry over time
  • Explorer: discover new relationships in the data

Overview

eAnalytics is a Shiny web application built on top of R for energy analytics. To learn more about this project, check out this article.

Getting Started

To install eAnalytics in R:

S install.packages("eAnalytics")

Or to install the latest developmental version:

S devtools::install_github('paulgovan/eAnalytics')

To launch the app:

S eAnalytics::eAnalytics()

Or to access the app through a browser, visit paulgovan.shinyapps.io/eAnalytics.

Data

eAnalytics is built around the energyr R package of data published by the United States Federal Energy Regulatory Commission www.ferc.gov. energyr contains several datasets for different industry segments:

  • electric: Electric Company Financial Data
  • gas: Natural Gas Company Financial Data
  • hydropower: Hydropower Plant Data
  • lng: LNG Plant Data
  • oil: Oil Company Financial Data
  • pipeline: Natural Gas Pipeline Project Data
  • storage: Natural Gas Storage Field Data

Tutorial

Home

Launching the app first brings up the Home tab, which is basically a landing page that gives a brief introduction to the app and includes three value boxes for the current number of projects, companies, and facilities in the database.

Profile

The Profile tab contains a number of interactive maps with information about facilities for the selected industry. The figure below shows the Profile tab for the Natural Gas Industry.

Multiple options are currently available for customizing the maps. Choose a preferred size or color variable in the movable well panel, select from different basemaps via the lower-right control, and click on a specific facility to view additional information.

Performance

The Performance tab tracks a number of Key Performance Indicators (KPIs) for the selected industry. The following figure shows the Performance tab for the Natural Gas Industry.

Trends

The Trends tab contains multiple interactive time-series charts of financial information for the selected industry. The following figure shows the Performance tab for the Electric industry.

The time-series chart in the Trends tab is linked to the data table shown in the Data tab. Searching, filtering, and sorting the data in the data table will automatically update the time-series chart with the selected data.

Data

The Data tab contains interactive datatables of information for the selected industry. The data can be searched, filtered, and sorted as required. The selected data can then be copied to the clipboard, downloaded to a csv or pdf file, or sent to a local printer. The figure below shows the Data tab for the Hydropower industry.

Explorer

The Explorer tab contains a dynamic motion chart for exploring several indicators over time. The following figure shows the Explorer tab for the Natural Gas Industry.

Code of Conduct

Please note that the eAnalytics project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

Owner

  • Name: Paul Govan
  • Login: paulgovan
  • Kind: user
  • Location: Greenville, SC
  • Company: GE Renewable Energy

Technical Leader | Reliability and Data Analytics | Renewable Energy

GitHub Events

Total
Last Year

Committers

Last synced: about 2 years ago

All Time
  • Total Commits: 132
  • Total Committers: 2
  • Avg Commits per committer: 66.0
  • Development Distribution Score (DDS): 0.008
Past Year
  • Commits: 15
  • Committers: 1
  • Avg Commits per committer: 15.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Paul Govan p****1@a****m 131
root r****t@i****l 1
Committer Domains (Top 20 + Academic)
ip-172-31-40-105.us-west-2.compute.internal: 1 aggienetwork.com: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 4
  • Total pull requests: 1
  • Average time to close issues: almost 2 years
  • Average time to close pull requests: less than a minute
  • Total issue authors: 3
  • Total pull request authors: 1
  • Average comments per issue: 0.75
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 1
  • Pull requests: 1
  • Average time to close issues: 2 days
  • Average time to close pull requests: less than a minute
  • Issue authors: 1
  • Pull request authors: 1
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • paulgovan (2)
  • Raghu-Akkihalli (1)
  • JBeam4ME (1)
Pull Request Authors
  • paulgovan (2)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 264 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 7
  • Total maintainers: 1
cran.r-project.org: eAnalytics

Dynamic Web-Based Analytics for the Energy Industry

  • Versions: 7
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 264 Last month
Rankings
Forks count: 3.3%
Stargazers count: 9.4%
Average: 25.0%
Dependent packages count: 29.8%
Dependent repos count: 35.5%
Downloads: 47.1%
Maintainers (1)
paul.govan2@gmail.com
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 2.10.0 depends
  • DT * imports
  • dplyr * imports
  • energyr * imports
  • googleVis * imports
  • leaflet * imports
  • plotly >= 4.5.2 imports
  • shiny * imports
  • shinyWidgets * imports
  • shinydashboard * imports
  • shinytest * imports
  • knitr * suggests
  • rmarkdown * suggests
.github/workflows/pkgdown.yaml actions
  • JamesIves/github-pages-deploy-action v4.4.1 composite
  • actions/checkout v3 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite