ERSA 2018. Spatial Economics Plenary Keynote

•

1 like•379 views

SergioRey25

Slides from the plenary talk at the European Regional Science Association Congress. Cork, Ireland. August 29, 2018.

Self Improvement

PySAL: The First Ten Years
Sergio J. Rey
Center for Geospatial Sciences
University of California
Riverside
ERSA 2018

Outline
1 PySAL: Python Spatial Analysis Library
2 Wider Currents
3 Bringing it home to Regional Science
4 Conclusion
Sergio J. Rey (UCR) PySAL ERSA 2018

Table of Contents
1 PySAL: Python Spatial Analysis Library
2 Wider Currents
3 Bringing it home to Regional Science
4 Conclusion
Sergio J. Rey (UCR) PySAL ERSA 2018

Ancient History I
Sergio J. Rey (UCR) PySAL ERSA 2018

Precursor
Sergio J. Rey (UCR) PySAL ERSA 2018

Ancient History II
Sergio J. Rey (UCR) PySAL ERSA 2018

PySAL Objectives
Leverage Existing Tools Development
GeoDa/PySpace
STARS
Develop Core Library
spatial data analytical functions
enhanced specialization, modularity
ﬁll void in geospatial Python libraries
Flexible Delivery Mechanisms
interactive shell
GUI
Toolkits
webservices
Sergio J. Rey (UCR) PySAL ERSA 2018

Components
Sergio J. Rey (UCR) PySAL ERSA 2018

Early Release History
Sergio J. Rey (UCR) PySAL ERSA 2018

Command Line Interface
Sergio J. Rey (UCR) PySAL ERSA 2018

PySAL Interactive Shells
Sergio J. Rey (UCR) PySAL ERSA 2018

Crime Analytics in Space-Time (CAST)
Sergio J. Rey (UCR) PySAL ERSA 2018

GeoDaSpace
Sergio J. Rey (UCR) PySAL ERSA 2018

ArcGIS Toolbox
Sergio J. Rey (UCR) PySAL ERSA 2018

QGIS Processing
Sergio J. Rey (UCR) PySAL ERSA 2018

CGPySAL
Sergio J. Rey (UCR) PySAL ERSA 2018

PySAL ChainBuilder
Sergio J. Rey (UCR) PySAL ERSA 2018

CARTO
Sergio J. Rey (UCR) PySAL ERSA 2018

Scientiﬁc Distribution
Sergio J. Rey (UCR) PySAL ERSA 2018

Debian
Sergio J. Rey (UCR) PySAL ERSA 2018

”How to prepare your data for machine learning in python”
http://angrybirdsriogame.info/?d=How+To+Prepare+Your+Data+
For+Machine+Learning+in+Python
Sergio J. Rey (UCR) PySAL ERSA 2018

Upstream Uses
Sergio J. Rey (UCR) PySAL ERSA 2018

The Great Refactoring
Sergio J. Rey (UCR) PySAL ERSA 2018

PySAL New Structure
Sergio J. Rey (UCR) PySAL ERSA 2018

Currents
PySAL has beneﬁted from being embedded in four interrelated
currents
Open Source
Open Science
Open Education
Community
SciPy Innovations
Open publication process
Jupyter Notebooks
Carpentries
Engagement
Sergio J. Rey (UCR) PySAL ERSA 2018

Open Source: Freedoms
Sergio J. Rey (UCR) PySAL ERSA 2018

Replication Crisis
Sergio J. Rey (UCR) PySAL ERSA 2018

SciPy Proceedings
Sergio J. Rey (UCR) PySAL ERSA 2018

Triple Open Review Process
Sergio J. Rey (UCR) PySAL ERSA 2018

Jupyter Project
Sergio J. Rey (UCR) PySAL ERSA 2018

Notebook Impact
Sergio J. Rey (UCR) PySAL ERSA 2018

Science Impact
Sergio J. Rey (UCR) PySAL ERSA 2018

The Carpentries
Sergio J. Rey (UCR) PySAL ERSA 2018

Open Text(Note)books
Sergio J. Rey (UCR) PySAL ERSA 2018

Community: SciPy Meeting
Sergio J. Rey (UCR) PySAL ERSA 2018

Community: Ownership and belonging
Sergio J. Rey (UCR) PySAL ERSA 2018

Code of Conduct
Sergio J. Rey (UCR) PySAL ERSA 2018

First Generation (2000-2010)
Jim LeSage: Spatial Econometrics Toolbox
open source before there was open source
Paul Waddell: UrbanSim
Roger Bivand: spdep
Sergio J. Rey (UCR) PySAL ERSA 2018

Second Generation: Dani Arribas-Bel
Sergio J. Rey (UCR) PySAL ERSA 2018

Second Generation: Levi Wolf
Sergio J. Rey (UCR) PySAL ERSA 2018

Second Generation: Geoﬀ Boeing
Sergio J. Rey (UCR) PySAL ERSA 2018

Data is the “new oil”
Sergio J. Rey (UCR) PySAL ERSA 2018

But analytics are the new reﬁneries
Sergio J. Rey (UCR) PySAL ERSA 2018

Google Summer of Code
Sergio J. Rey (UCR) PySAL ERSA 2018

Stefanie Lumnitz: GSOC 2018
Sergio J. Rey (UCR) PySAL ERSA 2018

Community Innovations
Sergio J. Rey (UCR) PySAL ERSA 2018

Philosophy: Code as Text
“You think you know when you can
learn, are more sure when you can write,
even more when you teach, but certain
when you can program."
– Alan Perlis
Sergio J. Rey (UCR) PySAL ERSA 2018

Next Actions
Sergio J. Rey (UCR) PySAL ERSA 2018

Next Actions
Let’s build
Sergio J. Rey (UCR) PySAL ERSA 2018

Next Actions
Let’s build
Open regional analytics project (ORAP)
Sergio J. Rey (UCR) PySAL ERSA 2018

Next Actions
Let’s build
Open regional analytics project (ORAP)
Regional science Google Summer of Code Project
Sergio J. Rey (UCR) PySAL ERSA 2018

Next Actions
Let’s build
Open regional analytics project (ORAP)
Regional science Google Summer of Code Project
Open regional analytics and science (ORAS) journal
Sergio J. Rey (UCR) PySAL ERSA 2018

Recently uploaded

Top Rated Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Sex Service At Affordable Rate Booking Contact Details WhatsApp Chat: +91-6297143586 pune Escort Service includes providing maximum physical satisfaction to their clients as well as engaging conversation that keeps your time enjoyable and entertaining. Plus they look fabulously elegant; making an impressionable. Independent Escorts pune understands the value of confidentiality and discretion - they will go the extra mile to meet your needs. Simply contact them via text messaging or through their online profiles; they'd be more than delighted to accommodate any request or arrange a romantic date or fun-filled night together. We provide - 01-may-2024(v.n)

Top Rated Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...

Call Girls in Nagpur High Profile

Aerocity Real Cheap Escort Service Call girls in delhi [9811711561.. high profile independent call girl service Night Shot Delhi Noida Gurgaon Ghaziabad- Housewife escorts or female escort girls available 24 hours for you. I have unique escort experience, I am too horny and sex addict call girl available for both incall or outcall services at reasonable charges.. **I am here to make your all need to be completed with High quality of fun and entertaining way to you on **demand. I am 24 years old girl from High Profile family, and a hot and sexy Model with complete pleasing **personality with 3.5 Years of the Modeling career anmaking you all need to be completed. I would like to hear all of your need and desires that you are looking to have the complete and 100% satisfaction and all special out station need for personal and all official need completed with unlimited fun by exchanging the good times at your place like hotel, home and resort and five star hotel or any place you like to take me for making all height of perfection of making good times. I am the collection of good times and every act and head to heels objectives are waiting to be loved by you and I always wanted to be loved into the bed, event, party and all special need like during eh business meeting and trip and would love to uplift and add the meal to your need with complete perfection on demand. Services you can enjoy with me• A-Level (5-star escort) • Strip-tease • BBBJ (Bareback Blowjob) • Spending time in hotel rooms • BJ (Blowjob Without a Condom)a • Completion (Oral to completion) • Covered (Covered blowjob Without a Condom) • Doggie (Sex style from behind) • Duo (Sex with two escorts; Threesome with the client) • S-GFE (Special Girl Friend Experience) • HJ (Hand Job) • Special Massage • O-Level (Oral sex) • Tour (Internationally) • 69 (69 sex) • BJ (Blowjob With Condom) • GFE (Girl Friend Experience) • CBJ (Covered Blow Job; Oral sex with a condom) • Extraball (Have sex many times)Me 9811711561

call Now 9811711561 Cash Payment乂 Call Girls in Dwarka Mor

vikas rana

Call Girl In Dwarka ☎92055#41914 ¶¶ Indian,Russian Best Quality full Educated And Full Cooperative Independent Call Girls Escort Services In New Delhi- I Have Extremely Beautiful Broad Minded Cute Sexy & Hot Call Girls and Escorts, We Are Located in 3* 4* 5* Hotels in Delhi. Safe & Secure High Class Services Affordable Rate 100% Satisfaction, Unlimited Enjoyment. Any Time for Model/Teens Escort in Delhi High class luxury and premium escorts agency Indian Russian Call Girls In Delhi Booking Good High Profile Escorts (Call Girls) In Delhi 5 Star Hotel ,Incall Service,OutCall Service, We provide services by Call Girls,College Girls,Modals Get High Profile queens,Well Educated,Good Looking,Full Cooperative Model, Russian Models,Punjabi Girls Kashmeri Girls Services etc… We Provide Hottest Female With Safe And Consensual With Most Limits Respected Complete Satisfaction Guaranteed…Service. Call Me Spacial For Including Incall//outcall Service In New Delhi Indian Russian Escorts Service,

2k Shots ≽ 9205541914 ≼ Call Girls In Jasola (Delhi)

Delhi Call girls

9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls

Pooja Nehwal

2k Shots ≽ 9205541914 ≼ Call Girls In Mukherjee Nagar (Delhi)

Delhi Call girls

Pokemon Go... Unraveling the Conspiracy Theory

drae5

2k Shots ≽ 9205541914 ≼ Call Girls In Palam (Delhi)

Delhi Call girls

The Selfspace Journal Preview by Mindbrush

Shivain97

VIP Call Girls Navi Mumbai Anamika Call Now: 8250077686 Navi Mumbai Escorts Booking Contact Details WhatsApp Chat: +91-8250077686 Navi Mumbai Escort Service includes providing maximum physical satisfaction to their clients as well as engaging conversation that keeps your time enjoyable and entertainin. Plus they look fabulously elegant; making an impressionable. Independent Escorts Navi Mumbai understands the value of confidentiality and discretion - they will go the extra mile to meet your needs. Simply contact them via text messaging or through their online profiles; they'd be more than delighted to accommodate any request or arrange a romantic date or fun-filled night together. We provide –

(Anamika) VIP Call Girls Navi Mumbai Call Now 8250077686 Navi Mumbai Escorts ...

Call Girls in Nagpur High Profile Call Girls

2k Shots ≽ 9205541914 ≼ Call Girls In Dashrath Puri (Delhi)

Delhi Call girls

Call Us – 8377087607, Call girls in Chhatarpur– We brings model Justdail Call girl service Delhi our agency offers young girl Oyo hotel book them now. The High class escort service Low rate with space. We are one of the leading our escort Agencies services. you will find that female escorts are full of Fun, sexy and they would love enjoy your company. we have a fantastic selection of escort ladies available for in-call as well as out-call. our escorts are not only beautiful but all have great personalities making them the perfect companion for any occasion. Call girls in Delhi, We offer all types of girls of your choice with space. Our escorts are fully cooperative and understand your needs. All types of call girls like Housewives, College girls, Russian girls, Muslim girls, Afghani girls, Bengali girls, Working girls, south Indian girls, Punjabi girls, etc. In-Call: – You Can Reach At Our Place in Delhi Our place Which Is Very Clean Hygienic 100% safe Accommodation. Out-Call: – Service for Out Call You have To Come Pick The Girl From My Place We Also Provide Door-Step Services Hygienic: – Full Ac Neat And Clean Rooms Available In Hotel 24 * 7 Hrs In Delhi Ncr

8377087607 Full Enjoy @24/7-CLEAN-Call Girls In Chhatarpur,

dollysharma2066

Russian Call Girls Surat Aarini Call Now: 8250077686 Surat Escorts Booking Contact Details WhatsApp Chat: +91-8250077686 Surat Escort Service includes providing maximum physical satisfaction to their clients as well as engaging conversation that keeps your time enjoyable and entertainin. Plus they look fabulously elegant; making an impressionable. Independent Escorts Surat understands the value of confidentiality and discretion - they will go the extra mile to meet your needs. Simply contact them via text messaging or through their online profiles; they'd be more than delighted to accommodate any request or arrange a romantic date or fun-filled night together. We provide –

(Aarini) Russian Call Girls Surat Call Now 8250077686 Surat Escorts 24x7

Call Girls in Nagpur High Profile Call Girls

LC_YouSaidYes_NewBelieverBookletDone.pdf

pastor83

WOMEN EMPOWERMENT women empowerment.pptx

padhand000

$ Love Spells^ 💎 (310) 882-6330 in West Virginia, WV | Psychic Reading Best B...

PsychicRuben LoveSpells

Recently uploaded (15)

Top Rated Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...

call Now 9811711561 Cash Payment乂 Call Girls in Dwarka Mor

2k Shots ≽ 9205541914 ≼ Call Girls In Jasola (Delhi)

9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls

2k Shots ≽ 9205541914 ≼ Call Girls In Mukherjee Nagar (Delhi)

Pokemon Go... Unraveling the Conspiracy Theory

2k Shots ≽ 9205541914 ≼ Call Girls In Palam (Delhi)

The Selfspace Journal Preview by Mindbrush

(Anamika) VIP Call Girls Navi Mumbai Call Now 8250077686 Navi Mumbai Escorts ...

2k Shots ≽ 9205541914 ≼ Call Girls In Dashrath Puri (Delhi)

8377087607 Full Enjoy @24/7-CLEAN-Call Girls In Chhatarpur,

(Aarini) Russian Call Girls Surat Call Now 8250077686 Surat Escorts 24x7

LC_YouSaidYes_NewBelieverBookletDone.pdf

WOMEN EMPOWERMENT women empowerment.pptx

$ Love Spells^ 💎 (310) 882-6330 in West Virginia, WV | Psychic Reading Best B...

Featured

Content Methodology: A Best Practices Report (Webinar)

contently

How to Prepare For a Successful Job Search for 2024

Albert Qian

A report by thenetworkone and Kurio. The contributing experts and agencies are (in an alphabetical order): Sylwia Rytel, Social Media Supervisor, 180heartbeats + JUNG v MATT (PL), Sharlene Jenner, Vice President - Director of Engagement Strategy, Abelson Taylor (USA), Alex Casanovas, Digital Director, Atrevia (ES), Dora Beilin, Senior Social Strategist, Barrett Hoffher (USA), Min Seo, Campaign Director, Brand New Agency (KR), Deshé M. Gully, Associate Strategist, Day One Agency (USA), Francesca Trevisan, Strategist, Different (IT), Trevor Crossman, CX and Digital Transformation Director; Olivia Hussey, Strategic Planner; Simi Srinarula, Social Media Manager, The Hallway (AUS), James Hebbert, Managing Director, Hylink (CN / UK), Mundy Álvarez, Planning Director; Pedro Rojas, Social Media Manager; Pancho González, CCO, Inbrax (CH), Oana Oprea, Head of Digital Planning, Jam Session Agency (RO), Amy Bottrill, Social Account Director, Launch (UK), Gaby Arriaga, Founder, Leonardo1452 (MX), Shantesh S Row, Creative Director, Liwa (UAE), Rajesh Mehta, Chief Strategy Officer; Dhruv Gaur, Digital Planning Lead; Leonie Mergulhao, Account Supervisor - Social Media & PR, Medulla (IN), Aurelija Plioplytė, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie Söhnchen, Vice President Digital, PIABO Communications (DE), Elisabeth Winiartati, Managing Consultant, Head of Global Integrated Communications; Lydia Aprina, Account Manager, Integrated Marketing and Communications; Nita Prabowo, Account Manager, Integrated Marketing and Communications; Okhi, Web Developer, PNTR Group (ID), Kei Obusan, Insights Director; Daffi Ranandi, Insights Manager, Radarr (SG), Gautam Reghunath, Co-founder & CEO, Talented (IN), Donagh Humphreys, Head of Social and Digital Innovation, THINKHOUSE (IRE), Sarah Yim, Strategy Director, Zulu Alpha Kilo (CA).

Social Media Marketing Trends 2024 // The Global Indie Insights

Kurio // The Social Media Age(ncy)

The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands. It’s important that you’re ready to implement new strategies in 2024. Check this out and learn the top trends in paid search advertising that are expected to gain traction, so you can drive higher ROI more efficiently in 2024. You’ll learn: - The latest trends in AI and automation, and what this means for an evolving paid search ecosystem. - New developments in privacy and data regulation. - Emerging ad formats that are expected to make an impact next year. Watch Sreekant Lanka from iQuanti and Irina Klein from OneMain Financial as they dive into the future of paid search and explore the trends, strategies, and technologies that will shape the search marketing landscape. If you’re looking to assess your paid search strategy and design an industry-aligned plan for 2024, then this webinar is for you.

Trends In Paid Search: Navigating The Digital Landscape In 2024

Search Engine Journal

From their humble beginnings in 1984, TED has grown into the world’s most powerful amplifier for speakers and thought-leaders to share their ideas. They have over 2,400 filmed talks (not including the 30,000+ TEDx videos) freely available online, and have hosted over 17,500 events around the world. With over one billion views in a year, it’s no wonder that so many speakers are looking to TED for ideas on how to share their message more effectively. The article “5 Public-Speaking Tips TED Gives Its Speakers”, by Carmine Gallo for Forbes, gives speakers five practical ways to connect with their audience, and effectively share their ideas on stage. Whether you are gearing up to get on a TED stage yourself, or just want to master the skills that so many of their speakers possess, these tips and quotes from Chris Anderson, the TED Talks Curator, will encourage you to make the most impactful impression on your audience. See the full article and more summaries like this on SpeakerHub here: https://speakerhub.com/blog/5-presentation-tips-ted-gives-its-speakers See the original article on Forbes here: http://www.forbes.com/forbes/welcome/?toURL=http://www.forbes.com/sites/carminegallo/2016/05/06/5-public-speaking-tips-ted-gives-its-speakers/&refURL=&referrer=#5c07a8221d9b

5 Public speaking tips from TED - Visualized summary

SpeakerHub

Everyone is in agreement that ChatGPT (and other generative AI tools) will shape the future of work. Yet there is little consensus on exactly how, when, and to what extent this technology will change our world. Businesses that extract maximum value from ChatGPT will use it as a collaborative tool for everything from brainstorming to technical maintenance. For individuals, now is the time to pinpoint the skills the future professional will need to thrive in the AI age. Check out this presentation to understand what ChatGPT is, how it will shape the future of work, and how you can prepare to take advantage.

ChatGPT and the Future of Work - Clark Boyd

Clark Boyd

Getting into the tech field. what next

Tessa Mero

Google's Just Not That Into You: Understanding Core Updates & Search Intent

Lily Ray

How to have difficult conversations

Rajiv Jayarajah, MAppComm, ACC

Introduction to Data Science

Christy Abraham Joy

Time Management & Productivity - Best Practices

Vit Horky

The six step guide to practical project management If you think managing projects is too difficult, think again. We’ve stripped back project management processes to the basics – to make it quicker and easier, without sacrificing the vital ingredients for success. “If you’re looking for some real-world guidance, then The Six Step Guide to Practical Project Management will help.” Dr Andrew Makar, Tactical Project Management

The six step guide to practical project management

MindGenius

Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...

RachelPearson36

During this webinar, Anand Bagmar demonstrates how AI tools such as ChatGPT can be applied to various stages of the software development life cycle (SDLC) using an eCommerce application case study. Find the on-demand recording and more info at https://applitools.info/b59 Key takeaways: • Learn how to use ChatGPT to add AI power to your testing and test automation • Understand the limitations of the technology and where human expertise is crucial • Gain insight into different AI-based tools • Adopt AI-based tools to stay relevant and optimize work for developers and testers * ChatGPT and OpenAI belong to OpenAI, L.L.C.

Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...

Applitools

12 Ways to Increase Your Influence at Work

GetSmarter

ChatGPT webinar slides

Alireza Esmikhani

More than Just Lines on a Map: Best Practices for U.S Bike Routes

Project for Public Spaces & National Center for Biking and Walking

Has your project been caught in a storm of deadlines, clashing requirements, and the need to change course halfway through? If yes, then check out how the administration team navigated through all of this, relocating 160 people from 3 countries and opening 2 offices during the most turbulent time in the last 20 years. Belka Games’ Chief Administrative Officer, Katerina Rudko, will share universal approaches and life hacks that can help your project survive unstable periods when there seem to be too many tasks and a lack of time and people.

Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...

DevGAMM Conference

Barbie - Brand Strategy Presentation

Erica Santiago

According to the latest State of the American Manager report from Gallup, employees who have regular meetings with their managers are almost three times as likely to be engaged as those who don’t. These regular check-ins keep managers and employees in sync and aligned. Want to see better manager/employee relationships in your organisation? Then make an all-in commitment to 1:1 meetings. Not sure how? You’ve come to the right place. In this webinar with Jamie Resker, Founder and Practice Leader for Employee Performance Solutions (EPS), and Teala Wilson, Talent Management Consultant at Saba Software, you’ll get the inside track on how to hold effective 1:1 meetings, including tips for getting managers on board. • Go beyond discussing the status of everyday work to higher level topics, including recognition, performance, development, and career aspirations • Learn how to decide meeting frequency, what to cover, as well as roles and responsibilities of the manager and employee • Understand how managers can build trust and make it comfortable for employees to provide upward feedback • Unite your organisation with a unified approach to 1:1 meetings Join us for this 1-hour webinar to get practical tips for building better manager-employee relationships with intention and purpose. About the Speakers Jamie Resker - Founder and Practice Leader for Employee Performance Solutions (EPS) Jamie Resker, Practice Leader and Founder of Employee Performance Solutions, is a recognized innovator in performance management. She is the originator of the-the Performance Continuum Feedback Method® and Conversations to Optimize Employee Performance training program; tools and training that reshape communications between managers and employees to drive and align performance. Jamie is on the faculty for the Northeast Human Resources Association, is a contributor to Halogen Software's Talent Space Blog, and is an editorial advisory board member for HR Examiner. Teala Wilson - Senior Consultant, Strategic Services, Saba Software Teala is a Talent Management Consultant at Halogen Software, now a part of Saba Software. She has worked with teams on a national and global level supporting human resources in areas such as performance management, recruitment, employee benefit programs, training and talent development, workforce planning and internal communications. Teala also has a personal passion for visual arts and design. Want to learn more? Join us for an upcoming Product Tour! http://bit.ly/2yitfqu

Good Stuff Happens in 1:1 Meetings: Why you need them and how to do them well

Saba Software

Featured (20)

Content Methodology: A Best Practices Report (Webinar)

How to Prepare For a Successful Job Search for 2024

Social Media Marketing Trends 2024 // The Global Indie Insights

Trends In Paid Search: Navigating The Digital Landscape In 2024

5 Public speaking tips from TED - Visualized summary

ChatGPT and the Future of Work - Clark Boyd

Getting into the tech field. what next

Google's Just Not That Into You: Understanding Core Updates & Search Intent

How to have difficult conversations

Introduction to Data Science

Time Management & Productivity - Best Practices

The six step guide to practical project management

Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...

Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...

12 Ways to Increase Your Influence at Work

ChatGPT webinar slides

More than Just Lines on a Map: Best Practices for U.S Bike Routes

Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...

Barbie - Brand Strategy Presentation

Good Stuff Happens in 1:1 Meetings: Why you need them and how to do them well

ERSA 2018. Spatial Economics Plenary Keynote

1. PySAL: The First Ten Years Sergio J. Rey Center for Geospatial Sciences University of California Riverside ERSA 2018

2. Outline 1 PySAL: Python Spatial Analysis Library 2 Wider Currents 3 Bringing it home to Regional Science 4 Conclusion Sergio J. Rey (UCR) PySAL ERSA 2018

3. Table of Contents 1 PySAL: Python Spatial Analysis Library 2 Wider Currents 3 Bringing it home to Regional Science 4 Conclusion Sergio J. Rey (UCR) PySAL ERSA 2018

4. Ancient History I Sergio J. Rey (UCR) PySAL ERSA 2018

5. Precursor Sergio J. Rey (UCR) PySAL ERSA 2018

6. Ancient History II Sergio J. Rey (UCR) PySAL ERSA 2018

7. PySAL Objectives Leverage Existing Tools Development GeoDa/PySpace STARS Develop Core Library spatial data analytical functions enhanced specialization, modularity ﬁll void in geospatial Python libraries Flexible Delivery Mechanisms interactive shell GUI Toolkits webservices Sergio J. Rey (UCR) PySAL ERSA 2018

8. Components Sergio J. Rey (UCR) PySAL ERSA 2018

9. Early Release History Sergio J. Rey (UCR) PySAL ERSA 2018

10. Command Line Interface Sergio J. Rey (UCR) PySAL ERSA 2018

11. PySAL Interactive Shells Sergio J. Rey (UCR) PySAL ERSA 2018

12. Crime Analytics in Space-Time (CAST) Sergio J. Rey (UCR) PySAL ERSA 2018

13. GeoDaSpace Sergio J. Rey (UCR) PySAL ERSA 2018

14. GeoDaSpace Sergio J. Rey (UCR) PySAL ERSA 2018

15. ArcGIS Toolbox Sergio J. Rey (UCR) PySAL ERSA 2018

16. QGIS Processing Sergio J. Rey (UCR) PySAL ERSA 2018

17. QGIS Processing Sergio J. Rey (UCR) PySAL ERSA 2018

18. CGPySAL Sergio J. Rey (UCR) PySAL ERSA 2018

19. PySAL ChainBuilder Sergio J. Rey (UCR) PySAL ERSA 2018

20. CARTO Sergio J. Rey (UCR) PySAL ERSA 2018

21. Scientiﬁc Distribution Sergio J. Rey (UCR) PySAL ERSA 2018

22. Debian Sergio J. Rey (UCR) PySAL ERSA 2018

23. ”How to prepare your data for machine learning in python” http://angrybirdsriogame.info/?d=How+To+Prepare+Your+Data+ For+Machine+Learning+in+Python Sergio J. Rey (UCR) PySAL ERSA 2018

24. Upstream Uses Sergio J. Rey (UCR) PySAL ERSA 2018

25. The Great Refactoring Sergio J. Rey (UCR) PySAL ERSA 2018

26.

27. PySAL New Structure Sergio J. Rey (UCR) PySAL ERSA 2018

28. Table of Contents 1 PySAL: Python Spatial Analysis Library 2 Wider Currents 3 Bringing it home to Regional Science 4 Conclusion Sergio J. Rey (UCR) PySAL ERSA 2018

29. Currents PySAL has beneﬁted from being embedded in four interrelated currents Open Source Open Science Open Education Community SciPy Innovations Open publication process Jupyter Notebooks Carpentries Engagement Sergio J. Rey (UCR) PySAL ERSA 2018

30. Open Source: Freedoms Sergio J. Rey (UCR) PySAL ERSA 2018

31. Replication Crisis Sergio J. Rey (UCR) PySAL ERSA 2018

32. SciPy Proceedings Sergio J. Rey (UCR) PySAL ERSA 2018

33. Triple Open Review Process Sergio J. Rey (UCR) PySAL ERSA 2018

34. Jupyter Project Sergio J. Rey (UCR) PySAL ERSA 2018

35. Notebook Impact Sergio J. Rey (UCR) PySAL ERSA 2018

36. Science Impact Sergio J. Rey (UCR) PySAL ERSA 2018

37. Open Education

38. The Carpentries Sergio J. Rey (UCR) PySAL ERSA 2018

39. Open Text(Note)books Sergio J. Rey (UCR) PySAL ERSA 2018

40. Open Text(Note)books Sergio J. Rey (UCR) PySAL ERSA 2018

41. Community: SciPy Meeting Sergio J. Rey (UCR) PySAL ERSA 2018

42. Community: Ownership and belonging Sergio J. Rey (UCR) PySAL ERSA 2018

43. Code of Conduct Sergio J. Rey (UCR) PySAL ERSA 2018

44. Table of Contents 1 PySAL: Python Spatial Analysis Library 2 Wider Currents 3 Bringing it home to Regional Science 4 Conclusion Sergio J. Rey (UCR) PySAL ERSA 2018

45. First Generation (2000-2010) Jim LeSage: Spatial Econometrics Toolbox open source before there was open source Paul Waddell: UrbanSim Roger Bivand: spdep Sergio J. Rey (UCR) PySAL ERSA 2018

46. Second Generation: Dani Arribas-Bel Sergio J. Rey (UCR) PySAL ERSA 2018

47. Second Generation: Levi Wolf Sergio J. Rey (UCR) PySAL ERSA 2018

48. Second Generation: Geoﬀ Boeing Sergio J. Rey (UCR) PySAL ERSA 2018

49. Opportunities

50. Data is the “new oil” Sergio J. Rey (UCR) PySAL ERSA 2018

51. But analytics are the new reﬁneries Sergio J. Rey (UCR) PySAL ERSA 2018

52. Google Summer of Code Sergio J. Rey (UCR) PySAL ERSA 2018

53. Stefanie Lumnitz: GSOC 2018 Sergio J. Rey (UCR) PySAL ERSA 2018

54. Community Innovations Sergio J. Rey (UCR) PySAL ERSA 2018

55. Table of Contents 1 PySAL: Python Spatial Analysis Library 2 Wider Currents 3 Bringing it home to Regional Science 4 Conclusion Sergio J. Rey (UCR) PySAL ERSA 2018

56. Philosophy: Code as Text “You think you know when you can learn, are more sure when you can write, even more when you teach, but certain when you can program." – Alan Perlis Sergio J. Rey (UCR) PySAL ERSA 2018

57. Philosophy: Code as Text “You think you know when you can learn, are more sure when you can write, even more when you teach, but certain when you can program." – Alan Perlis Open source code as scientiﬁc glue Replication and reproducibility Cumulative knowledge building New form of science Sergio J. Rey (UCR) PySAL ERSA 2018

58. Next Actions Sergio J. Rey (UCR) PySAL ERSA 2018

59. Next Actions Let’s build Sergio J. Rey (UCR) PySAL ERSA 2018

60. Next Actions Let’s build Open regional analytics project (ORAP) Sergio J. Rey (UCR) PySAL ERSA 2018

61. Next Actions Let’s build Open regional analytics project (ORAP) Regional science Google Summer of Code Project Sergio J. Rey (UCR) PySAL ERSA 2018

62. Next Actions Let’s build Open regional analytics project (ORAP) Regional science Google Summer of Code Project Open regional analytics and science (ORAS) journal Sergio J. Rey (UCR) PySAL ERSA 2018

63. Next Actions Let’s build Open regional analytics project (ORAP) Regional science Google Summer of Code Project Open regional analytics and science (ORAS) journal Let’s start NOW! @sergerey (Twitter) @sjsrey (GitHub) sjsrey@gmail.com (email) https://gitter.im/openregionalscience (gitter) Sergio J. Rey (UCR) PySAL ERSA 2018

ERSA 2018. Spatial Economics Plenary Keynote

Recommended

Recommended

More Related Content

Recently uploaded

Recently uploaded (15)

Featured

Featured (20)

ERSA 2018. Spatial Economics Plenary Keynote