Best Practices for Data Visualization

36
Putting Visualizations to Work Jake Garcia Geographer The Foundation Center New York, NY NTEN Webinar January 24, 2013

description

Data visualization is a hot topic, but how can you put it to its best use? What are some the creative and effective ways organizations use data visualizations, both internally and externally?

Transcript of Best Practices for Data Visualization

Page 1: Best Practices for Data Visualization

Putting Visualizations to Work

Jake GarciaGeographerThe Foundation CenterNew York, NY

NTEN WebinarJanuary 24, 2013

Page 2: Best Practices for Data Visualization

The Foundation Center

Leading source of information about philanthropy worldwide

• Information on more than 106,000 global foundations, corporate donors, and grantmaking public charities

• Database of 4.1 million grants

Page 3: Best Practices for Data Visualization

The Foundation Center

Aim to enhance grantmaker and nonprofit effectiveness through shared information and understanding

• Research reports and advisories on giving trends• Mapping tools• Custom, issue-based portals

- Economic crisis, U.S. education, funding after the Haiti earthquake

Page 4: Best Practices for Data Visualization

Aggregated dataU.S. foundation assets increased across the board in 1997.

Page 5: Best Practices for Data Visualization

Aggregated dataU.S. foundation assets decreased across the board in 2008

This is kinda compelling – but did it inform anyone, or help anybody make a decision?

Page 6: Best Practices for Data Visualization

John Snow’s cholera map, London, 1854

Page 7: Best Practices for Data Visualization

% change in stock prices,May 21 – June 14, 2012

FACEBOOK

APPLES&P 500

GOOGLE

yahoo.finance.com

Page 8: Best Practices for Data Visualization

Results for philanthropy

Fundraising

Building awareness

Advocacy

Internal decision-making

Enabling collaborations

Analysis

Page 9: Best Practices for Data Visualization

Question

Fundraising

Building awareness

Advocacy

Internal decision-making

Enabling collaborations

Analysis

What do you, or would you, use visualizations for?

Page 10: Best Practices for Data Visualization

It all starts with Open Data

In regard to U.S.-based philanthropy, our datasets originate from tax forms that foundations submit to the U.S. government.

The government, in turn, makes the completed forms available to the public.

Page 11: Best Practices for Data Visualization

…but the data requires curation

Data extractionOccasionally requires optical character recognition (OCR)

Data coding • Internal subject taxonomy includes 1,100 codes.• Recipient type• Population codes• Location of recipients as well as location of projects

Page 12: Best Practices for Data Visualization

This curation might require ~60,000 hours of labor* each year.

The Foundation Center employs over 120 people, around 30 of whom are exclusively dedicated to the gathering, cleaning, coding, entry, and analysis of data.

* this is a very rough estimate, based on a 2,000-hour work-year and assumes no fluctuation in job tasks and staffing levels

Page 13: Best Practices for Data Visualization

Ideally, we’d have granular indicator data…(NYC census blocks, 2010)

Page 14: Best Practices for Data Visualization

Demographic Analysis

Page 15: Best Practices for Data Visualization

Demographic Analysis

Page 16: Best Practices for Data Visualization

Internal decision-making, collaborations, analysis

Jake GarciaGeographerThe Foundation CenterNew York, NY

Page 17: Best Practices for Data Visualization
Page 18: Best Practices for Data Visualization
Page 19: Best Practices for Data Visualization

2,809 foundation grants,$477.2 million(80% for Disaster Relief)

338 WB project locations,$326 million

(35% for Transportation)

Page 20: Best Practices for Data Visualization

FC and World Bank dataNo Ag/Forestry project funding in Angola, 2001 to 2007

2003 2005 2007

Page 21: Best Practices for Data Visualization

Foundation funding around the world

Page 22: Best Practices for Data Visualization

Case studies

Page 23: Best Practices for Data Visualization

Case studies

Q: Can we show the impact of all foundation-funded activity related to water, sanitation, and hygiene?

Page 24: Best Practices for Data Visualization

Collaboration

Page 25: Best Practices for Data Visualization

Collaboration

Page 26: Best Practices for Data Visualization

Collaboration, decision-making

Page 27: Best Practices for Data Visualization

Collaboration, decision-making

FC and OECD dataViewing funding details: Kenya

Grant records

OECD funding

Page 28: Best Practices for Data Visualization

Financial benchmarking, decision-making

Page 29: Best Practices for Data Visualization

Exploratory data analysis

Page 30: Best Practices for Data Visualization

Exploratory data analysis

Which data set has a more completelisting of Chinese cities?

Page 31: Best Practices for Data Visualization
Page 32: Best Practices for Data Visualization

Exploratory data analysis

Page 33: Best Practices for Data Visualization

The meaning and message of the data is important, not just how awesome the visualization looks. *

-- is it accurate?

-- did it help sustain the author’s argument?

-- did it help you (or anyone else) make a decision?

* Although, it really helps if it looks awesome, too.

Page 34: Best Practices for Data Visualization

Conclusions

In the process of attempting to assess the overall impact of foundation funding (still one of our long-term goals), we’ve begun to make progress in related areas:

•Helping create a more complete picture of philanthropic projects around the world. Mapping helps identify gaps and overlap in funding.

•Helping non-profits find foundations that might be interested in their work

•Enabling collaboration between donor institutions

•Inspiring better data standards, particularly the submission of better geographic and outcomes-related data from foundations, and participation in the IATI standard

Page 35: Best Practices for Data Visualization

…back to John Snow

Page 36: Best Practices for Data Visualization

Thanks! Questions?

Jake GarciaGeographerThe Foundation CenterNew York, NY