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The Use of Data Visualization in Government
Using Technology Series The Use of Data Visualization in Government Genie Stowers San Francisco State University Using Technology Series 2013 The Use of Data Visualization in Government Genie Stowers Public Administration Program School of Public Affairs and Civic Engagement San Francisco State University THE USE OF DATA VISUALIZATION IN GOVERNMENT www.businessofgovernment.org Table of Contents Foreword . 4 Introduction . 6 The Beginnings . 7 Data Visualization Today . 8 Types of Data Visualization . 10 What Makes a Good Data Visualization . 13 Creating Data Visualizations . 16 Reasons for Doing Data Visualization . 16 How to Create Data Visualizations . 16 Features Used in Interactive Data Visualizations . 17 Tools . 17 Case Studies . 20 Chicago, Illinois . 20 Redwood City, California . 23 State of Texas . 25 U .S . Department of State . 27 U .S . Census Bureau . 31 U .S . Patent and Trademark Office . 31 Recommendations . .. 34 Appendix I: Tool Examples . 36 Appendix II: Disclaimers for Chicago, Redwood City, and Texas . 42 About the Author . 45 Key Contact Information . 46 3 THE USE OF DATA VISUALIZATION IN GOVERNMENT IBM Center for The Business of Government Foreword On behalf of the IBM Center for The Business of Government, we are pleased to present this report, The Use of Data Visualization in Government, by Genie Stowers, Professor of Public Administration, School of Public Affairs and Civic Engagement, San Francisco State University . The concept of visualization recalls a pivotal scene in the movie A Beautiful Mind which showed the protagonist, mathematician John Nash, looking at an expansive table of numbers . Slowly, certain numbers seemed to glow, suggesting that Nash was perceiving a pattern among them, though no other researcher had been able to draw any meaning from the table . -
SIGRAD 2008. the Annual SIGRAD Conference
SIGRAD 2008 The Annual SIGRAD Conference Special Theme: Interaction November 27–28, 2008 Stockholm, Sweden Conference Proceedings Organized by SIGRAD, Swedish Chapter of Eurographics and Royal Institute of Technology Edited by Kai-Mikael Jää-Aro & Lars Kjelldahl Published for SIGRAD, Swedish Chapter of Eurographics by Linköping University Electronic Press Linköping, Sweden, 2008 The publishers will keep this document online on the Internet - or its possible replacement from the date of publication barring exceptional circumstances. The online availability of the document implies a permanent permission for anyone to read, to download, to print out single copies for your own use and to use it unchanged for any non-commercial research and educational purpose. Subsequent transfers of copyright cannot revoke this permission. All other uses of the document are conditional on the consent of the copyright owner. The publisher has taken technical and administrative measures to assure authenticity, security and accessibility. According to intellectual property law the author has the right to be mentioned when his/her work is accessed as described above and to be protected against infringement. For additional information about the Linköping University Electronic Press and its procedures for publication and for assurance of document integrity, please refer to its www home page: http://www.ep.liu.se/. Linköping Electronic Conference Proceedings, No. 34 Linköping University Electronic Press Linköping, Sweden, 2008 ISBN 978-91-7393-733-7 ISSN 1650-3686 -
Good Things on the Rise: the One-Sided Worldview of Hans Rosling
Good Things on the Rise: The One-Sided Worldview of Hans Rosling By Christian Berggren, Prof. emer. Industrial Management, Linköping University, Sweden, October 12, 2018 Charisma and positive messages about world development made Hans Rosling (1948– 2017), a former professor of international health at the Karolinska Institute in Sweden, an international star. His posthumous gospel, Factfulness (1), which contains a collection of illustrative statistics and imaginative insights, has reached a global audience. In the United States, Bill Gates recently announced that he will hand out the book to all graduating university students, and 32 more translations are in the pipeline. An article in the science journal Nature praised the book in glowing terms: “This magnificent book ends with a plea for a factual world view. …Like his famous presentations, it throws down a gauntlet to doom-and-gloomers in global health by challenging preconceptions and misconceptions.” (2) However, Factfulness actually employs a biased selection of variables, avoids analysis of negative trends, and does not discuss any of the serious challenges related to continual population growth. A policy based on the simplistic worldview presented in Factfulness could have serious consequences. Who will dare stand up to media sensation Hans Rosling? This question asked by four writers in a leading Swedish daily in October 2015. Their criticism of his cavalier attitude toward the rapid rise in Africa’s population went unanswered. Perhaps the famous lecturer was leery of entering into a dialogue that might reveal the weaknesses of his analysis. Despite his position as a professor at the Karolinska Institute, Rosling’s research production was meager. -
Global and Local Health – Legacy of Hans Rosling
Seminar Global and Local Health – Legacy of Hans Rosling When: 26th October, 2017. 9.00 – 13.00. Where: Jacob Berzelius, Berzelius väg 3 Please register for the event here: https://sv.surveymonkey.com/r/PC3JR9Z In 2006, Hans Rosling presented his TED talk, which made him known internationally and changed the way we look at the world. However, long before that Hans Rosling had discovered a disease related to Cassava toxicity. It is an interesting story of a researcher who went to Mozambique to work as a health worker. Hans Rosling and his wife had traveled from Sweden to Mozambique. He had studied medicine and public health. In mid-1981, a disease appeared in the province of Nampula, north of Mozambique causing paralysis, with blurred vision and difficulty speaking. Soon over 1,000 cases were reported. The condition was called Konzo, which, in the Yaka language (spoken in a village of southeastern Democratic Republic of the Congo) means “tied legs.” Cassava is the third most important food crop in the tropics, after rice and maize. Esteemed by smallholder farmers for its tolerance to drought and infertile soils, the crop is inherently eco-efficient, offering a reliable source of food and income. Half a billion people in Africa eat cassava every day, and this high-starch root is also an important staple in Latin America and the Caribbean. The seminar “Global and Local Health – Legacy of Hans Rosling will discuss the disease Konzo in the context of research carried out by Hans Rosling. The seminar is a collaboration between Swedish Agriculture University, Uppsala (SLU – Global) and Centre for global health, Karolinska Institutet. -
Responding to the Ebola Epidemic in West Africa: What Role Does Religion Play? Case Study
WFDD CASE STUDY RESPONDING TO THE EBOLA EPIDEMIC IN WEST AFRICA: WHAT ROLE DOES RELIGION PLAY? By Katherine Marshall THE 2014 EBOLA EPIDEMIC was a human and a medical drama that killed more than 11,000 people and, still more, devastated the communities concerned and set back the development of health systems. Its impact was concentrated on three poor, fragile West African countries, Guinea, Liberia, and Sierra Leone, but the tremors reverberated throughout the world, gen- erating reactions of compassion and fear, spurring mobilization of vast hu- man and financial resources, and inspiring many reflections on the lessons that should be learned by the many actors concerned. Among the actors were many with religious affiliations, who played distinctive roles at various points and across different sectors. This case study is one of a series produced by the Berkley Center for Religion, Peace, and World Affairs at Georgetown University and the World Faiths De- velopment Dialogue (WFDD), an NGO established in the World Bank and based today at Georgetown University. The goal is to generate relevant and demanding teaching materials that highlight ethical, cultural, and religious dimensions of contemporary international development topics. This case study highlights the complex institutional roles of religious actors and posi- tive and less positive aspects of their involvement, and, notably, how poorly prepared international organizations proved in engaging them in a systematic fashion. An earlier case study on Female Genital Cutting (FGC or FGM) focuses on the complex questions of how culture and religious beliefs influ- ence behaviors. This case was prepared under the leadership of Katherine Marshall and Crys- tal Corman. -
Resolution Adopted by the United Nations General Assembly on the Establishment of the United Nations Population Award
Information note on the United Nations Population Award United Nations Population Award 2017 Edition United Nations Population Award The United Nations General Assembly established the United Nations Population Award in resolution 36/201 on 17 December 1981. The Award is presented annually to an individual or individuals, or to an institution or institutions, or to any combination thereof, for the most outstanding contribution to the awareness of population questions or to their solutions. The Committee for the United Nations Population Award selects the laureates of the Award. The Committee is composed of ten representatives of Members States of the United Nations (Antigua and Barbuda, Bangladesh, Benin, Islamic Republic of the Gambia, Ghana, Haiti, Islamic Republic of Iran, Israel, Poland and Paraguay) elected by the Economic and Social Council for a term of three years (2016-2018). Laureates of the 2017 Award 1. Individual (posthumous) Professor Hans Rosling was selected in recognition of his dedication and unwavering commitment to public health, population dynamics and the eradication of poverty in his multiple capacities as a physician, a researcher and a teacher, and for his remarkable contribution to a better understanding of international and global health through his numerous publications and initiatives. While serving as a Medical Officer in Northern Mozambique in the 1980s, Dr. Rosling’s investigations led to the discovery of an epidemic paralytic disease now known as Konzo, and spent two decades studying outbreaks of this disease in remote rural areas across Africa. As a champion of international cooperation, Dr. Rosling led health research collaborations with universities in Asia, Africa, the Middle East and Latin America. -
Suchmaschinenkompetenz Was Wissen Wir Wirklich Über Suchmaschinen? – Eine Untersuchung Am Beispiel Von Google
Suchmaschinenkompetenz Was wissen wir wirklich über Suchmaschinen? – Eine Untersuchung am Beispiel von Google von Martin Gaulke Wissenschaftliche Arbeit vorgelegt an der Fakultät für Wirtschaft und Recht zur Erlangung des Titels "Master of Art in Communication Management" Betreuende Prüferin: Prof. Dr. E. Theobald Fakultät für Wirtschaft und Recht Hochschule Pforzheim 14.05.2008 www.suchmaschinenkompetenz.de INHALTSVERZEICHNIS I A. INHALTSVERZEICHNIS A. INHALTSVERZEICHNIS ........................................................................................ I B. ABBILDUNGSVERZEICHNIS .............................................................................. IV C. TABELLENVERZEICHNIS.................................................................................... V D. ANHANGSVERZEICHNIS.................................................................................... VI E. ABKÜRZUNGSVERZEICHNIS............................................................................ VII TEIL I: EINFÜHRUNG 1 Einleitung ............................................................................................. 1 1.1 Eingrenzung des Forschungsgebietes .................................................. 3 1.2 Ziel der Arbeit ........................................................................................ 6 1.3 Aufbau der Arbeit................................................................................... 8 TEIL II: DESK RESEARCH 2 Suchdienste im Internet.................................................................... 10 2.1 -
Metrics for Special Libraries Explore the IMF Elibrary
SEP OCT information 12 V 16 | N 05 outlook THE MAGAZINE OF THE SPECIAL LIBRARIES ASSOCIATION METRICS FOR SPECIAL LIBRARIES Explore the IMF eLibrary See our recommended reading list at www.elibrary.imf.org/ioso www.elibrary.imf.org INTERNATIONAL MONETARY FUND SEP OCT information 12 V 16 | N 05 outlook THE MAGAZINE OF THE SPECIAL LIBRARIES ASSOCIATION INFO VIEW SLA 2012 CONTRIBUTED PAPER 3 Measuring for Success 24 Don’t Touch that BRENT MAI String! There Went the Databases INSIDE INFO DEE BALDWIN, 4 Nominations Sought MicHAEL KUcsak, for Board Positions · AND ALICE ENG SLA to Cease Printing Magazine in 2013 · COMPETENCIES FOR LIBRARIANS Annual Conference 33 Do Librarians Draws 3,500 to Chicago Need PhDs? DEANNA B. MARCUM INFO NEWS 6 Teaching, Communicating MARKET SHARE 8 METRICS FOR are Key to Proving Value · 36 Marketing through Cost, Technology Enchantment: SPECIAL LIBRARIES Spurring Rise in Group The Guy Kawasaki Research · Major U.S. Approach News Sites Losing JILL STRAND # Title here Credibility · Graduates 10 WhatAUT AreHOR We Measuring, Want Continued Access INFO TECH and Does It Matter? to Research 39 Collaboration in Special 16ST ETitleVE HILL hereER Library Environments SLA MEMBER INTERVIEW STEPHEN ABRAM AUTHOR 20 10 Questions: 13 Benchmarking: Dee Baldwin INFO BUSINESS A Powerful STUART HALES 42 Metrics and Value Management Tool DEBBIE SCHACHTERS MARTHA HASWELL 44 Industry Events Webinars 16 Beyond Metrics: Ad Index The Value of the Information Center CONSTANCE ARD INFO VIEW Measuring for Success Another of the board’s strategic agen- Two SLA task forces are taking action da items is to grow SLA by diversifying to establish benchmarks for professional our membership. -
Motion Charts: Telling Stories with Statistics October 2011
Motion Charts: Telling Stories with Statistics October 2011 Victoria Battista, Edmond Cheng U.S. Bureau of Labor Statistics, 2 Massachusetts Avenue, NE Washington, DC 20212 Abstract In the field of statistical and computational graphics, dynamic charts bring rich data visualization to multidimensional information and make it possible to tell a story with statistics. As statistical and computational graphics have advanced, motion charts have made it possible to display multivariate data using two-dimensional bubble charts, scatter plots, and series relationships over temporal periods. This visualization of data enriches its exploration and analysis and more effectively conveys information to users. Incorporating examples from actual business and economic data series, our paper illustrates how motion charts can tell dynamic stories with data. Key Words: Visualization, motion chart, bubble graph, exploratory data analysis, statistical graphics, multidimensional data 1. Introduction A motion chart is a dynamic and interactive visualization tool for displaying complex quantitative data. Motion charts show multidimensional data on a single two dimensional plane. Dynamics refers to the animation of multiple data series over time. Interactive refers to the user-controlled features and actions when working with the visualization. Innovations in statistical and graphics computing made it possible for motion charts to become available to individuals. Motion charts gained popularity due to their use by visualization professionals, statisticians, web graphics developers, and media in presenting time-related statistical information in an interesting way. Motion charts help us to tell stories with statistics. 2. Data Visualization Advancements in technology are filling up our world with information. The number of data sets and elements within these datasets are growing larger, the frequency of data collection is increasing, and the size of databases is expanding exponentially. -
Talk Innovation
Talk Innovation Nepal NCO May 2015 Social Policy and Economic Analysis Section UNICEF Nepal Preface 'Talk Innovation' is a series of inspirational talk events by distinguished influencers in their respective fields, to share knowledge on innovation and its significant role in development. The heart behind this initiative was found on the goal to inspire and motivate the country and its youths that solutions to their community's problems are found within themselves and not from the outside. UNICEF Nepal Country Office partnered and joined forces with multiple actors - government, private sector, academia, media house, and students- to realize knowledge sharing that can eventually lead to new knowledge generation for Nepal. The power of innovation has vast potentials to unlock new social and economic opportunities and lead to sustainable development. UNICEF Nepal is committed to supporting and working towards meeting the challenges of today and shaping a better future for Nepal. We hope the individual talks on innovation left positive impacts and brought new wave of ideas on the minds of the thinkers, planners, and doers of Nepal. Tomoo Hozumi Representative UNICEF Nepal Country Office Acknowledgements This report documents the Talk Innovation program, a collection of talks on social innovation by distinguished influencers in their respective fields. The report was prepared by Ko Woon (Cori) supervised by Amjad Rabi, Chief of Social Policy and Economic Analysis. Rabindra Giri contributed the article on Hans Rosling, Hans Rosling mesmerises Nepal provides hard-hitting advice, and Microsoft Innovation Center Nepal with interviews and reports on the speakers. All infographics and designing of this report were delivered by Ko Woon Park. -
Sectores De La [Social] Nueva Economía 20+20
economía Sectores de la [social] nueva economía 20+20 Economía de la CONFIANZA economía Sectores de la [social] nueva economía 20+20 Economía de la CONFIANZA CRÉDITOS DIRECCIÓN DEL PROYECTO AUTORES/AS Eduardo Lizarralde Fernando Casani Fernández de Navarrete Director de Conocimiento EOI Profesor Titular (UAM) Alfonso Miguel Márquez García Enrique Ferro Profesor Colaborador (UJA) Técnico de Investigación EOI Jesús Rodríguez Pomeda Profesor Titular (UAM) Carlos Martín Martín González Investigador (UAM) Flor Sánchez Fernández Profesora Titular (UAM) María del Mar Alonso Almeida Profesora Ayudante Doctor (UAM) Juan Ignacio Martín Castilla Profesor Contratado Doctor (UAM) María Jesús Hernández Ortiz Catedrática (UJA) Gregorio Sánchez Marín Libro digital en: Profesor Titular (UM) http://www.eoi.es/savia/pubman/item/eoi:75461 Jaime E. Souto Pérez Profesor Adjunto (UEM) Enlace directo en: Raquel Barreda Tarrazona Profesora Ayudante (UJA) José García Vico Profesor Asociado (UJA) Cristina Pedrosa Ortega Becaria FPU (UJA) PROYECTO GRÁFICO base 12 diseño y comunicación, s.l. Universidad de Jaén ISBN 978-84-15061-28-1 “Cuidamos el papel que utilizamos para imprimir este libro” DEPÓSITO LEGAL Fibras procedentes de bosques sos- M-?????-2011 tenibles certificados por el Forest Stewardship Council (FSC). © Fundación EOI, 2012 www.eoi.es Madrid, 2012 Esta publicación está bajo licencia Creative Commons Reconocimiento, Nocomercial, Compartirigual, Esta publicación ha contado con la cofinancia- (by-nc-sa). Usted puede usar, copiar y difundir este ción del Fondo Social Europeo a través del Pro- documento o parte del mismo siempre y cuando se grama Operativo Plurirregional de Adaptabili- mencione su origen, no se use de forma comercial dad y Empleo 2007-2013. -
DNA-Synthese Verbindung Gebracht Hatte
9/2018 be INSPIRED drive DISCOVERY stay GENUINE How low can you go? Mit dem NEBNext Single Cell/Low Input RNA Library NEBNext Single Cell/Low Input Prep Kit detektieren Sie mehr seltene Transkripte RNA Library Prep Kit 1: NEBNext® Kit 2: SMART-Seq® v4/Nextera® XT 1–5 TPM 5–10 TPM 10–50 TPM >50 TPM 3500 4500 7000 Mit diesem neuen Kit generieren Sie hochqualitative 3000 4000 3000 „full-length transcript sequencing libraries“ aus 6000 einzelnen Zellen (oder 2 pg – 200 ng total RNA). 3500 2500 2500 www.laborjournal.de 5000 3000 • Sie detektieren deutlich mehr Transkripte inkl. 2000 2000 „low abundance transcripts“ 2500 4000 1500 2000 • Sie erhalten eine uniforme Coverage mit 3000 1500 Number of Transcripts 1500 1000 „full-length“ Transkripten, unabhängig von Menge, 2000 1000 Quelle oder GC-Gehalt der eingesetzten RNA 1000 500 1000 500 • Sie sparen Zeit und Ausgangsmaterial durch ein 500 0 0 0 0 „single-tube“ Protokoll von Zelllyse bis zur cDNA 1 2 1 2 1 2 1 2 sowie der „one-step“ Reaktion aus kombinierter enzymatischer DNA Fragmentierung, end-repair Sequencing libraries von Jurkat Einzelzellen (6 Replikate) wurden mit dem NEBNext Single Cell/ Low Input RNA Library Prep Kit, bzw. dem SMART-Seq® v4 Ultra® Low Input RNA Kit for und d(A)-tailing Sequencing in Kombination mit dem Nextera® XT DNA Library Prep Kit angefertigt und auf einem Illumina® NextSeq® 500 sequenziert. Jeder Punkt der Abbildung repräsentiert die Anzahl an Transkripten im entsprechenden Transcripts Per Kilobase Million (TPM) Bereich; jede Box gibt den Median, sowie das 1.