Difference between revisions of "The Square/Data"

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{{DISPLAYTITLE:<span style="position: absolute; clip: rect(1px 1px 1px 1px); clip: rect(1px, 1px, 1px, 1px);">{{FULLPAGENAME}}</span>}}
 
{{DISPLAYTITLE:<span style="position: absolute; clip: rect(1px 1px 1px 1px); clip: rect(1px, 1px, 1px, 1px);">{{FULLPAGENAME}}</span>}}
 
<div style="line-height: 1.5em; font-size: 200%; font-family:'Helvetica Neue', 'Lucida Grande', Tahoma, Verdana, sans-serif;">&nbsp;<center>What is '''Data?'''</center></div>
 
<div style="line-height: 1.5em; font-size: 200%; font-family:'Helvetica Neue', 'Lucida Grande', Tahoma, Verdana, sans-serif;">&nbsp;<center>What is '''Data?'''</center></div>
−
<div style="line-height: 1.5em; font-size: 175%; font-family:'Helvetica Neue', 'Lucida Grande', Tahoma, Verdana, sans-serif;">&nbsp;Definition</div>
 
 
<br>
 
<br>
−
<center>[[File:Core Skills Test.png|300px]]</center>
+
<div style="line-height: 1.5em; font-size: 175%; font-family:'Helvetica Neue', 'Lucida Grande', Tahoma, Verdana, sans-serif;">&nbsp;Data is information, like facts or numbers, collected to be examined, considered, and used to help decision-making.  Learning how to leverage data requires practical skills and tools required to conduct analytics, develop and test hypotheses, visualize and share results.
−
<div style="line-height: 1.5em; font-size: 200%; font-family:'Helvetica Neue', 'Lucida Grande', Tahoma, Verdana, sans-serif;">&nbsp;<center>'''Data Practices & Skills'''</center></div>
+
</div>
−
<span class="Ethics">
+
<br>
−
{| class="wikitable sortable mw-collapsible mw-collapsed" style="color:black; background-color:white;" width=100%
+
<center>[[File:Data EN.png|700px]]</center>
−
|+ class="nowrap" | 1. Basics
+
<div style="line-height: 1.5em; font-size: 200%; font-family:'Helvetica Neue', 'Lucida Grande', Tahoma, Verdana, sans-serif;">&nbsp;<center>'''Data Practices'''</center></div>
 +
 
 +
{| class="wikitable sortable mw-collapsible mw-collapsed" style="color:black; background-color:white;" width="100%"
 +
|+ class="nowrap" | 1. Programming
 +
|-
 +
! colspan="5" |
 +
|-
 +
! style="background: grey; color: white; " | Type of Resource
 +
! style="background: grey; color: white; " | Name/Title of Resource
 +
! style="background: grey; color: white; " | Organization
 +
! style="background: grey; color: white; " | Contact/Link
 +
! style="background: grey; color: white; " | Notes
 +
|-
 +
| Video || What is metadata? || University of Edinburgh || https://www.youtube.com/watch?v=96ncNPpohjo || Examples of metadata in everyday life.
 +
|-
 +
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 +
|-
 +
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 +
|}
 +
 
 +
{| class="wikitable sortable mw-collapsible mw-collapsed" style="color:black; background-color:white;" width="100%"
 +
|+ class="nowrap" | 2. Database design
 
|-
 
|-
−
! colspan="4" | Skills: Data types & format, metadata, analysis, etc.
+
! colspan="5" |
 
|-
 
|-
−
! style="background: grey; color: white; | Type of Resource
+
! style="background: grey; color: white; " | Type of Resource
−
! style="background: grey; color: white; | Name/Title
+
! style="background: grey; color: white; " | Name/Title of Resource
−
! style="background: grey; color: white; | Contact/Link
+
! style="background: grey; color: white; " | Organization
−
! style="background: grey; color: white; | Notes
+
! style="background: grey; color: white; " | Contact/Link
 +
! style="background: grey; color: white; " | Notes
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Online course || Probability: The Science of Uncertainty and Data || Massachusetts Institute of Technology via edX || https://www.class-central.com/course/edx-probability-the-science-of-uncertainty-and-data-11480?utm_source=qz&utm_medium=web&utm_campaign=new_courses_october_2018 ||  
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Online course || Data Analysis for Decision Making || University of Maryland via edX || https://www.class-central.com/course/edx-data-analysis-for-decision-making-11673?utm_source=qz&utm_medium=web&utm_campaign=new_courses_october_2018 || Anything to add?
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|}
 
|}
  
−
<span class="Agile">
+
{| class="wikitable sortable mw-collapsible mw-collapsed" style="color:black; background-color:white;" width="100%"
−
{| class="wikitable sortable mw-collapsible mw-collapsed" style="color:black; background-color:white;" width=100%
+
|+ class="nowrap" | 3. Data collection
−
|+ class="nowrap" | 2. Best Practices
 
 
|-
 
|-
−
! colspan="4" | Skills: How to get good data, use cases, assessing data, etc.
+
! colspan="5" |
 
|-
 
|-
−
! style="background: grey; color: white; | Type of Resource
+
! style="background: grey; color: white; " | Type of Resource
−
! style="background: grey; color: white; | Name/Title
+
! style="background: grey; color: white; " | Name/Title of Resource
−
! style="background: grey; color: white; | Contact/Link
+
! style="background: grey; color: white; " | Organization
−
! style="background: grey; color: white; | Notes
+
! style="background: grey; color: white; " | Contact/Link
 +
! style="background: grey; color: white; " | Notes
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Publication || Data Ethics Framework || UK Government || https://www.gov.uk/government/publications/data-ethics-framework/data-ethics-framework || Introductory piece with many inks for depth.
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Presentation slides || 5 Practical Steps to a Data Driven Culture || FWD50 Conference 2018 || https://www.slideshare.net/FWD50/fwd50-2018-5-pratical-steps-to-a-data-driven-culture || Presented by Shingai Manjengwa, Fireside Analytics
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Presentation slides || Democratizing data || FWD50 Conference 2018 || https://www.slideshare.net/FWD50/fwd50-2018-democratizing-data || Presented by Warren Perlman
 
|}
 
|}
  
−
<span class="Data-driven culture">
+
{| class="wikitable sortable mw-collapsible mw-collapsed" style="color:black; background-color:white;" width="100%"
−
{| class="wikitable sortable mw-collapsible mw-collapsed" style="color:black; background-color:white;" width=100%
+
|+ class="nowrap" | 4. Data preparation
−
|+ class="nowrap" | 3. Data-driven culture
 
 
|-
 
|-
−
! colspan="4" | Skills: Data governance, data architecture, conceptual thinking, etc.
+
! colspan="5" |
 
|-
 
|-
−
! style="background: grey; color: white; | Type of Resource
+
! style="background: grey; color: white; " | Type of Resource
−
! style="background: grey; color: white; | Name/Title
+
! style="background: grey; color: white; " | Name/Title of Resource
−
! style="background: grey; color: white; | Contact/Link
+
! style="background: grey; color: white; " | Organization
−
! style="background: grey; color: white; | Notes
+
! style="background: grey; color: white; " | Contact/Link
 +
! style="background: grey; color: white; " | Notes
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Online course || Information Visualization: Foundations || New York University via Coursera || https://www.class-central.com/course/coursera-information-visualization-foundations-11819?utm_source=qz&utm_medium=web&utm_campaign=new_courses_october_2018 ||  
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Online course || Information Visualization: Advanced Techniques || New York University via Coursera || https://www.class-central.com/course/coursera-information-visualization-advanced-techniques-11818?utm_source=qz&utm_medium=web&utm_campaign=new_courses_october_2018 ||  
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|}
 
|}
  
−
<span class="Data preparation">
+
{| class="wikitable sortable mw-collapsible mw-collapsed" style="color:black; background-color:white;" width="100%"
−
{| class="wikitable sortable mw-collapsible mw-collapsed" style="color:black; background-color:white;" width=100%
+
|+ class="nowrap" | 5. Data analysis
−
|+ class="nowrap" | 4. Data Preparation
 
 
|-
 
|-
−
! colspan="4" | Skills: Data collection, cleaning, visualizations, etc.
+
! colspan="5" |
 
|-
 
|-
−
! style="background: grey; color: white; | Type of Resource
+
! style="background: grey; color: white; " | Type of Resource
−
! style="background: grey; color: white; | Name/Title
+
! style="background: grey; color: white; " | Name/Title of Resource
−
! style="background: grey; color: white; | Contact/Link
+
! style="background: grey; color: white; " | Organization
−
! style="background: grey; color: white; | Notes
+
! style="background: grey; color: white; " | Contact/Link
 +
! style="background: grey; color: white; " | Notes
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Online course || Introduction to R || DataCamp || https://www.datacamp.com/courses/free-introduction-to-r || Requires login.
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Marin Stats Lectures || Getting started with R || Youtube|| https://www.youtube.com/playlist?list=PLqzoL9-eJTNARFXxgwbqGo56NtbJnB37A || Uses slightly older version of RStudio, everything bite-size.
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|}
 
|}
  
−
<span class="Data Management">
+
{| class="wikitable sortable mw-collapsible mw-collapsed" style="color:black; background-color:white;" width="100%"
−
{| class="wikitable sortable mw-collapsible mw-collapsed" style="color:black; background-color:white;" width=100%
+
|+ class="nowrap" | 6. Data management
−
|+ class="nowrap" | 5. Data Management
 
 
|-
 
|-
−
! colspan="4" | Skills: Data warehousing, consolidation, storage, etc.
+
! colspan="5" |
 
|-
 
|-
−
! style="background: grey; color: white; | Type of Resource
+
! style="background: grey; color: white; " | Type of Resource
−
! style="background: grey; color: white; | Name/Title
+
! style="background: grey; color: white; " | Name/Title of Resource
−
! style="background: grey; color: white; | Contact/Link
+
! style="background: grey; color: white; " | Organization
−
! style="background: grey; color: white; | Notes
+
! style="background: grey; color: white; " | Contact/Link
 +
! style="background: grey; color: white; " | Notes
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|}
 
|}
  
−
<span class="Data Analysis">
+
{| class="wikitable sortable mw-collapsible mw-collapsed" style="color:black; background-color:white;" width="100%"
−
{| class="wikitable sortable mw-collapsible mw-collapsed" style="color:black; background-color:white;" width=100%
+
|+ class="nowrap" | 7. Data presentation
−
|+ class="nowrap" | 6. Data Analysis
 
 
|-
 
|-
−
! colspan="4" | Skills: Natural language processing, programming languages, Excel, etc.
+
! colspan="5" |
 
|-
 
|-
−
! style="background: grey; color: white; | Type of Resource
+
! style="background: grey; color: white; " | Type of Resource
−
! style="background: grey; color: white; | Name/Title
+
! style="background: grey; color: white; " | Name/Title of Resource
−
! style="background: grey; color: white; | Contact/Link
+
! style="background: grey; color: white; " | Organization
−
! style="background: grey; color: white; | Notes
+
! style="background: grey; color: white; " | Contact/Link
 +
! style="background: grey; color: white; " | Notes
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Article/Master's Project || Slicing the Public Pie || Scalar || https://scalar.usc.edu/works/slicing-the-public-pie/index || Primer based on Health Canada context
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
−
| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|}
 
|}

Latest revision as of 16:16, 6 November 2020


Sqaure new EN.png
About Contact GCcollab


 
What is Data?


 Data is information, like facts or numbers, collected to be examined, considered, and used to help decision-making. Learning how to leverage data requires practical skills and tools required to conduct analytics, develop and test hypotheses, visualize and share results.


Data EN.png
 
Data Practices
1. Programming
Type of Resource Name/Title of Resource Organization Contact/Link Notes
Video What is metadata? University of Edinburgh https://www.youtube.com/watch?v=96ncNPpohjo Examples of metadata in everyday life.
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
2. Database design
Type of Resource Name/Title of Resource Organization Contact/Link Notes
Online course Probability: The Science of Uncertainty and Data Massachusetts Institute of Technology via edX https://www.class-central.com/course/edx-probability-the-science-of-uncertainty-and-data-11480?utm_source=qz&utm_medium=web&utm_campaign=new_courses_october_2018
Online course Data Analysis for Decision Making University of Maryland via edX https://www.class-central.com/course/edx-data-analysis-for-decision-making-11673?utm_source=qz&utm_medium=web&utm_campaign=new_courses_october_2018 Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
3. Data collection
Type of Resource Name/Title of Resource Organization Contact/Link Notes
Publication Data Ethics Framework UK Government https://www.gov.uk/government/publications/data-ethics-framework/data-ethics-framework Introductory piece with many inks for depth.
Presentation slides 5 Practical Steps to a Data Driven Culture FWD50 Conference 2018 https://www.slideshare.net/FWD50/fwd50-2018-5-pratical-steps-to-a-data-driven-culture Presented by Shingai Manjengwa, Fireside Analytics
Presentation slides Democratizing data FWD50 Conference 2018 https://www.slideshare.net/FWD50/fwd50-2018-democratizing-data Presented by Warren Perlman
4. Data preparation
Type of Resource Name/Title of Resource Organization Contact/Link Notes
Online course Information Visualization: Foundations New York University via Coursera https://www.class-central.com/course/coursera-information-visualization-foundations-11819?utm_source=qz&utm_medium=web&utm_campaign=new_courses_october_2018
Online course Information Visualization: Advanced Techniques New York University via Coursera https://www.class-central.com/course/coursera-information-visualization-advanced-techniques-11818?utm_source=qz&utm_medium=web&utm_campaign=new_courses_october_2018
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
5. Data analysis
Type of Resource Name/Title of Resource Organization Contact/Link Notes
Online course Introduction to R DataCamp https://www.datacamp.com/courses/free-introduction-to-r Requires login.
Marin Stats Lectures Getting started with R Youtube https://www.youtube.com/playlist?list=PLqzoL9-eJTNARFXxgwbqGo56NtbJnB37A Uses slightly older version of RStudio, everything bite-size.
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
6. Data management
Type of Resource Name/Title of Resource Organization Contact/Link Notes
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
7. Data presentation
Type of Resource Name/Title of Resource Organization Contact/Link Notes
Article/Master's Project Slicing the Public Pie Scalar https://scalar.usc.edu/works/slicing-the-public-pie/index Primer based on Health Canada context
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
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