visualizing (not so) big data - wordpress.com€¦ · mapping the city (data collection) 2. making...
TRANSCRIPT
![Page 1: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/1.jpg)
Visualizing (not so) Big Data
Wouter Meys
Citizen Data Lab
Amsterdam University of
Applied Sciences
![Page 2: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/2.jpg)
We address local issues through data practices: methods, approaches and tools for co-creation to learn about and through data.
![Page 3: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/3.jpg)
Today
1. Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using
Visualisations)3. Putting visualisations to work
![Page 4: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/4.jpg)
1. Insight
2. Effort
3. Effect
4
![Page 5: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/5.jpg)
1. Insight
2. Effort
3. Effect
New needs for information
New questions Needs for new insights
5
![Page 6: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/6.jpg)
Re-design
Information needs
Additional data
6
![Page 7: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/7.jpg)
1. Mapping the City
- Through open data sets- Social Media- Sensors (IoT) - Participatory Data
![Page 8: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/8.jpg)
Open Data sets Analyzing the urban area through data
Open data is data that can be freely used, shared and built-on by anyone, anywhere, for any purpose.
-Some sources we often use:
-Local (Utrecht, Amsterdam, etc)
-National (CBS, Chamber of commerce)
-Topic related (NASA, Figshare, Scientific)
![Page 9: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/9.jpg)
Social Media Analyzing the urban area through data
![Page 10: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/10.jpg)
Some examples
#MH17
![Page 12: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/12.jpg)
Some examples
Sefiecity
Source: http://selfiecity.net
![Page 13: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/13.jpg)
Sensors Analyzing the urban area through data
![Page 14: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/14.jpg)
Some examples
Air Quality Egg & Smart Citizen Kit
![Page 15: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/15.jpg)
Participatory Mapping Analyzing the urban area through data
![Page 16: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/16.jpg)
![Page 17: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/17.jpg)
![Page 18: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/18.jpg)
2. Making it Visible
- Tools - Computer generated visuals (static and dynamic)- Human Design (designed by designer) - Participatory (Collaborative visualising)
![Page 19: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/19.jpg)
Tools
- Raw (Density Design) http://rawgraphs.io/ - Gephi- Tableau Public- R- Python- JS/d3js
- Geo data- CartoDB - Google Fusion tables
![Page 20: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/20.jpg)
Computer (static)
![Page 21: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/21.jpg)
![Page 22: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/22.jpg)
![Page 23: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/23.jpg)
Source: http://jonathangray.org
![Page 24: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/24.jpg)
Computer (Dynamic)
![Page 25: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/25.jpg)
![Page 26: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/26.jpg)
![Page 27: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/27.jpg)
Human Design
![Page 28: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/28.jpg)
Infographic
28
![Page 29: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/29.jpg)
Taxonomy
29
![Page 30: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/30.jpg)
Participatory
![Page 31: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/31.jpg)
![Page 32: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/32.jpg)
![Page 33: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/33.jpg)
![Page 34: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/34.jpg)
3. Making people literate through visualisations
![Page 35: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/35.jpg)
![Page 36: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/36.jpg)
![Page 37: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/37.jpg)
![Page 38: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/38.jpg)
Some considerations for
Collaborative data practises
1. Mix methods and disciplines: quali-quanti 2. Create many visualisations, not one that “sums it all up” 3. Online, offline, hybrid approaches to data and visualisations 4. Follow the actors, find out what are their matters of concern 5. Allow people talk back to the data, create rich narratives 6. Share the outcomes, the tools and the process and formats
![Page 39: Visualizing (not so) Big Data - WordPress.com€¦ · Mapping the city (Data Collection) 2. Making it visible (Visualizing Data and using Visualisations) 3. Putting visualisations](https://reader034.vdocuments.net/reader034/viewer/2022050217/5f6325c238276d0af5649fa5/html5/thumbnails/39.jpg)
Wouter Meys
Citizen Data Lab
Amsterdam University of Applied Sciences
www.citizendatalab.org
Thank you!