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Data visualization of the results of the B.C. post-secondary student outcomes surveys

Home Page: https://bcstats.shinyapps.io/so_data_viewer

License: Apache License 2.0

R 91.78% CSS 8.22%
bcstats dataviz student survey citz

student-outcomes-dataviz's Introduction

BC Stats / Student Outcomes Data Visualization

Data visualization of the results of the B.C. post-secondary student outcomes surveys.

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About the app

The BC Student Outcomes Data Viewer was created to be a simple, dynamic interface that allows users to view up-to-date student outcomes information (three years of aggregated data) from six Student Groups referenced as follows, under the Student Group drop-down menu:

  • Apprenticeship (includes Traditional and Progressive apprenticeship programs; public and private institutions are included in the Overall and Program Area results)
  • Associate Degree (includes university transfer programs)
  • Bachelor’s Degree
  • Certificate (includes Post-degree Certificates and Advanced Certificates)
  • Diploma (includes Post-degree Diplomas and Advanced Diplomas)
  • Trades Foundation

BC Student Outcomes results in the Data Viewer are available by Student Group, by Institution, by Program Area, and by Program Name. Aggregated data for the three most recent survey years are presented. Note: For the Apprenticeship student group results, public and private institutions are included in the Overall and Program Area results. For results by Institution and Program Level, only data for public institutions are available.

The data visualization tool is written in R, using the {shiny} package. The application is hosted at https://bcstats.shinyapps.io/so_data_viewer/

Installation instructions

System Requirements

Local installation requires R statistical software to be installed.

Data Sources

BC Stats / Student Outcomes Data Visualization Platform uses the following datasets:

  • BC Student Outcomes Survey

RPackages

R version 4.0.0 (2020-04-24)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 18362)

Matrix products: default

locale:
[1] LC_COLLATE=English_Canada.1252  LC_CTYPE=English_Canada.1252    LC_MONETARY=English_Canada.1252 LC_NUMERIC=C                    LC_TIME=English_Canada.1252    

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
[1] shiny_1.4.0.2

loaded via a namespace (and not attached):
 [1] Rcpp_1.0.4.6         rstudioapi_0.11      magrittr_1.5         tidyselect_1.1.0     xtable_1.8-4         R6_2.4.1             rlang_0.4.6          fastmap_1.0.1       
 [9] dplyr_0.8.5          tools_4.0.0          shinydashboard_0.7.1 packrat_0.5.0        miniUI_0.1.1.1       bcgovr_1.0.4         htmltools_0.4.0      ellipsis_0.3.1      
[17] assertthat_0.2.1     digest_0.6.25        tibble_3.0.1         lifecycle_0.2.0      crayon_1.3.4         purrr_0.3.4          later_1.0.0          vctrs_0.3.0         
[25] promises_1.1.0       mime_0.9             glue_1.4.1           compiler_4.0.0       pillar_1.4.4         jsonlite_1.6.1       httpuv_1.5.2         pkgconfig_2.0.3     
  

Getting Help or Reporting an Issue

To report bugs/issues/feature requests, please file an issue.

How to Contribute

Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms.

License

Copyright 2019 Province of British Columbia

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at 

   http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

This repository is maintained by BC Stats. Click here for a complete list of our repositories on GitHub.

student-outcomes-dataviz's People

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student-outcomes-dataviz's Issues

Add missing topics

TL;DR

Topics greatly improve the discoverability of repos; please add the short code from the table below to the topics of your repo so that ministries can use GitHub's search to find out what repos belong to them and other visitors can find useful content (and reuse it!).

Why Topic

In short order we'll add our 800th repo. This large number clearly demonstrates the success of using GitHub and our Open Source initiative. This huge success means its critical that we work to make our content as discoverable as possible; Through discoverability, we promote code reuse across a large decentralized organization like the Government of British Columbia as well as allow ministries to find the repos they own.

What to do

Below is a table of abbreviation a.k.a short codes for each ministry; they're the ones used in all @gov.bc.ca email addresses. Please add the short codes of the ministry or organization that "owns" this repo as a topic.

add a topic

That's in, you're done!!!

How to use

Once topics are added, you can use them in GitHub's search. For example, enter something like org:bcgov topic:citz to find all the repos that belong to Citizens' Services. You can refine this search by adding key words specific to a subject you're interested in. To learn more about searching through repos check out GitHub's doc on searching.

Pro Tip 🤓

  • If your org is not in the list below, or the table contains errors, please create an issue here.

  • While you're doing this, add additional topics that would help someone searching for "something". These can be the language used javascript or R; something like opendata or data for data only repos; or any other key words that are useful.

  • Add a meaningful description to your repo. This is hugely valuable to people looking through our repositories.

  • If your application is live, add the production URL.

Ministry Short Codes

Short Code Organization Name
AEST Advanced Education, Skills & Training
AGRI Agriculture
ALC Agriculture Land Commission
AG Attorney General
MCF Children & Family Development
CITZ Citizens' Services
DBC Destination BC
EMBC Emergency Management BC
EAO Environmental Assessment Office
EDUC Education
EMPR Energy, Mines & Petroleum Resources
ENV Environment & Climate Change Strategy
FIN Finance
FLNR Forests, Lands, Natural Resource Operations & Rural Development
HLTH Health
FLNR Indigenous Relations & Reconciliation
JEDC Jobs, Economic Development & Competitiveness
LBR Labour Policy & Legislation
LDB BC Liquor Distribution Branch
MMHA Mental Health & Addictions
MAH Municipal Affairs & Housing
BCPC Pension Corporation
PSA Public Safety & Solicitor General & Emergency B.C.
SDPR Social Development & Poverty Reduction
TCA Tourism, Arts & Culture
TRAN Transportation & Infrastructure

NOTE See an error or omission? Please create an issue here to get it remedied.

Add missing topics

TL;DR

Topics greatly improve the discoverability of repos; please add the short code from the table below to the topics of your repo so that ministries can use GitHub's search to find out what repos belong to them and other visitors can find useful content (and reuse it!).

Why Topic

In short order we'll add our 800th repo. This large number clearly demonstrates the success of using GitHub and our Open Source initiative. This huge success means it's critical that we work to make our content as discoverable as possible. Through discoverability, we promote code reuse across a large decentralized organization like the Government of British Columbia as well as allow ministries to find the repos they own.

What to do

Below is a table of abbreviation a.k.a short codes for each ministry; they're the ones used in all @gov.bc.ca email addresses. Please add the short codes of the ministry or organization that "owns" this repo as a topic.

add a topic

That's it, you're done!!!

How to use

Once topics are added, you can use them in GitHub's search. For example, enter something like org:bcgov topic:citz to find all the repos that belong to Citizens' Services. You can refine this search by adding key words specific to a subject you're interested in. To learn more about searching through repos check out GitHub's doc on searching.

Pro Tip 🤓

  • If your org is not in the list below, or the table contains errors, please create an issue here.

  • While you're doing this, add additional topics that would help someone searching for "something". These can be the language used javascript or R; something like opendata or data for data only repos; or any other key words that are useful.

  • Add a meaningful description to your repo. This is hugely valuable to people looking through our repositories.

  • If your application is live, add the production URL.

Ministry Short Codes

Short Code Organization Name
AEST Advanced Education, Skills & Training
AGRI Agriculture
ALC Agriculture Land Commission
AG Attorney General
MCF Children & Family Development
CITZ Citizens' Services
DBC Destination BC
EMBC Emergency Management BC
EAO Environmental Assessment Office
EDUC Education
EMPR Energy, Mines & Petroleum Resources
ENV Environment & Climate Change Strategy
FIN Finance
FLNR Forests, Lands, Natural Resource Operations & Rural Development
HLTH Health
IRR Indigenous Relations & Reconciliation
JEDC Jobs, Economic Development & Competitiveness
LBR Labour Policy & Legislation
LDB BC Liquor Distribution Branch
MMHA Mental Health & Addictions
MAH Municipal Affairs & Housing
BCPC Pension Corporation
PSA Public Safety & Solicitor General & Emergency B.C.
SDPR Social Development & Poverty Reduction
TCA Tourism, Arts & Culture
TRAN Transportation & Infrastructure

NOTE See an error or omission? Please create an issue here to get it remedied.

Add project lifecycle badge

No Project Lifecycle Badge found in your readme!

Hello! I scanned your readme and could not find a project lifecycle badge. A project lifecycle badge will provide contributors to your project as well as other stakeholders (platform services, executive) insight into the lifecycle of your repository.

What is a Project Lifecycle Badge?

It is a simple image that neatly describes your project's stage in its lifecycle. More information can be found in the project lifecycle badges documentation.

What do I need to do?

I suggest you make a PR into your README.md and add a project lifecycle badge near the top where it is easy for your users to pick it up :). Once it is merged feel free to close this issue. I will not open up a new one :)

It's Been a While Since This Repository has Been Updated

This issue is a kind reminder that your repository has been inactive for 181 days. Some repositories are maintained in accordance with business requirements that infrequently change thus appearing inactive, and some repositories are inactive because they are unmaintained.

To help differentiate products that are unmaintained from products that do not require frequent maintenance, repomountie will open an issue whenever a repository has not been updated in 180 days.

  • If this product is being actively maintained, please close this issue.
  • If this repository isn't being actively maintained anymore, please archive this repository. Also, for bonus points, please add a dormant or retired life cycle badge.

Thank you for your help ensuring effective governance of our open-source ecosystem!

Add project lifecycle badge

No Project Lifecycle Badge found in your readme!

Hello! I scanned your readme and could not find a project lifecycle badge. A project lifecycle badge will provide contributors to your project as well as other stakeholders (platform services, executive) insight into the lifecycle of your repository.

What is a Project Lifecycle Badge?

It is a simple image that neatly describes your project's stage in its lifecycle. More information can be found in the project lifecycle badges documentation.

What do I need to do?

I suggest you make a PR into your README.md and add a project lifecycle badge near the top where it is easy for your users to pick it up :). Once it is merged feel free to close this issue. I will not open up a new one :)

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