SlideShare une entreprise Scribd logo
1  sur  22
https://www.youtube.com/watch?v=BmH
PoBpZoJ4
Documentation; Portability; Language agnostic; Rich
visual outputs; Big data tools; Teaching tools;
Collaboration
http://lorenabarba.com/
https://jupyter.org/
An introduction to Jupyter Notebooks for Social Science research

Contenu connexe

Plus de University of Southampton

Generating SPSS training materials in StatJR
Generating SPSS training materials in StatJRGenerating SPSS training materials in StatJR
Generating SPSS training materials in StatJRUniversity of Southampton
 
Introduction to the Stat-JR software package
Introduction to the Stat-JR software packageIntroduction to the Stat-JR software package
Introduction to the Stat-JR software packageUniversity of Southampton
 
Multi level modelling- random coefficient models | Ian Brunton-Smith
Multi level modelling- random coefficient models | Ian Brunton-SmithMulti level modelling- random coefficient models | Ian Brunton-Smith
Multi level modelling- random coefficient models | Ian Brunton-SmithUniversity of Southampton
 
Multi level modelling - random intercept models | Ian Brunton Smith
Multi level modelling - random intercept models | Ian Brunton SmithMulti level modelling - random intercept models | Ian Brunton Smith
Multi level modelling - random intercept models | Ian Brunton SmithUniversity of Southampton
 
Introduction to multilevel modelling | Ian Brunton-Smith
Introduction to multilevel modelling | Ian Brunton-SmithIntroduction to multilevel modelling | Ian Brunton-Smith
Introduction to multilevel modelling | Ian Brunton-SmithUniversity of Southampton
 
Biosocial research:How to use biological data in social science research?
Biosocial research:How to use biological data in social science research?Biosocial research:How to use biological data in social science research?
Biosocial research:How to use biological data in social science research?University of Southampton
 
Integrating biological and social research data - Michaela Benzeval
Integrating biological and social research data - Michaela BenzevalIntegrating biological and social research data - Michaela Benzeval
Integrating biological and social research data - Michaela BenzevalUniversity of Southampton
 
Teaching research methods: pedagogy of methods learning
Teaching research methods: pedagogy of methods learningTeaching research methods: pedagogy of methods learning
Teaching research methods: pedagogy of methods learningUniversity of Southampton
 
Introduction to spatial interaction modelling
Introduction to spatial interaction modellingIntroduction to spatial interaction modelling
Introduction to spatial interaction modellingUniversity of Southampton
 

Plus de University of Southampton (20)

Introduction to Survey Data Quality
Introduction to Survey Data Quality  Introduction to Survey Data Quality
Introduction to Survey Data Quality
 
Generating SPSS training materials in StatJR
Generating SPSS training materials in StatJRGenerating SPSS training materials in StatJR
Generating SPSS training materials in StatJR
 
Introduction to the Stat-JR software package
Introduction to the Stat-JR software packageIntroduction to the Stat-JR software package
Introduction to the Stat-JR software package
 
Multi level modelling- random coefficient models | Ian Brunton-Smith
Multi level modelling- random coefficient models | Ian Brunton-SmithMulti level modelling- random coefficient models | Ian Brunton-Smith
Multi level modelling- random coefficient models | Ian Brunton-Smith
 
Multi level modelling - random intercept models | Ian Brunton Smith
Multi level modelling - random intercept models | Ian Brunton SmithMulti level modelling - random intercept models | Ian Brunton Smith
Multi level modelling - random intercept models | Ian Brunton Smith
 
Introduction to multilevel modelling | Ian Brunton-Smith
Introduction to multilevel modelling | Ian Brunton-SmithIntroduction to multilevel modelling | Ian Brunton-Smith
Introduction to multilevel modelling | Ian Brunton-Smith
 
Biosocial research:How to use biological data in social science research?
Biosocial research:How to use biological data in social science research?Biosocial research:How to use biological data in social science research?
Biosocial research:How to use biological data in social science research?
 
Integrating biological and social research data - Michaela Benzeval
Integrating biological and social research data - Michaela BenzevalIntegrating biological and social research data - Michaela Benzeval
Integrating biological and social research data - Michaela Benzeval
 
Teaching research methods: pedagogy hooks
Teaching research methods: pedagogy hooksTeaching research methods: pedagogy hooks
Teaching research methods: pedagogy hooks
 
Teaching research methods: pedagogy of methods learning
Teaching research methods: pedagogy of methods learningTeaching research methods: pedagogy of methods learning
Teaching research methods: pedagogy of methods learning
 
Data quality: total survey error
Data quality: total survey errorData quality: total survey error
Data quality: total survey error
 
better off living with parents
better off living with parentsbetter off living with parents
better off living with parents
 
Multilevel models:random coefficient models
Multilevel models:random coefficient modelsMultilevel models:random coefficient models
Multilevel models:random coefficient models
 
Multilevel models:random intercept models
Multilevel models:random intercept modelsMultilevel models:random intercept models
Multilevel models:random intercept models
 
Introduction to multilevel modelling
Introduction to multilevel modellingIntroduction to multilevel modelling
Introduction to multilevel modelling
 
How to write about research methods
How to write about research methodsHow to write about research methods
How to write about research methods
 
How to write about research methods
How to write about research methodsHow to write about research methods
How to write about research methods
 
Introduction to spatial interaction modelling
Introduction to spatial interaction modellingIntroduction to spatial interaction modelling
Introduction to spatial interaction modelling
 
Cognitive interviewing
Cognitive interviewingCognitive interviewing
Cognitive interviewing
 
Survey questions and measurement error
Survey questions and measurement errorSurvey questions and measurement error
Survey questions and measurement error
 

Dernier

ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Projectjordimapav
 
Choosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for ParentsChoosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for Parentsnavabharathschool99
 
ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4MiaBumagat1
 
EMBODO Lesson Plan Grade 9 Law of Sines.docx
EMBODO Lesson Plan Grade 9 Law of Sines.docxEMBODO Lesson Plan Grade 9 Law of Sines.docx
EMBODO Lesson Plan Grade 9 Law of Sines.docxElton John Embodo
 
4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptxmary850239
 
Measures of Position DECILES for ungrouped data
Measures of Position DECILES for ungrouped dataMeasures of Position DECILES for ungrouped data
Measures of Position DECILES for ungrouped dataBabyAnnMotar
 
Concurrency Control in Database Management system
Concurrency Control in Database Management systemConcurrency Control in Database Management system
Concurrency Control in Database Management systemChristalin Nelson
 
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfVirtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfErwinPantujan2
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Mark Reed
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)lakshayb543
 
Oppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmOppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmStan Meyer
 
The Contemporary World: The Globalization of World Politics
The Contemporary World: The Globalization of World PoliticsThe Contemporary World: The Globalization of World Politics
The Contemporary World: The Globalization of World PoliticsRommel Regala
 
ROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxVanesaIglesias10
 
AUDIENCE THEORY -CULTIVATION THEORY - GERBNER.pptx
AUDIENCE THEORY -CULTIVATION THEORY -  GERBNER.pptxAUDIENCE THEORY -CULTIVATION THEORY -  GERBNER.pptx
AUDIENCE THEORY -CULTIVATION THEORY - GERBNER.pptxiammrhaywood
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxHumphrey A Beña
 
Millenials and Fillennials (Ethical Challenge and Responses).pptx
Millenials and Fillennials (Ethical Challenge and Responses).pptxMillenials and Fillennials (Ethical Challenge and Responses).pptx
Millenials and Fillennials (Ethical Challenge and Responses).pptxJanEmmanBrigoli
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfVanessa Camilleri
 

Dernier (20)

ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Project
 
Choosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for ParentsChoosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for Parents
 
ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4
 
EMBODO Lesson Plan Grade 9 Law of Sines.docx
EMBODO Lesson Plan Grade 9 Law of Sines.docxEMBODO Lesson Plan Grade 9 Law of Sines.docx
EMBODO Lesson Plan Grade 9 Law of Sines.docx
 
YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptxYOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
 
4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx
 
Measures of Position DECILES for ungrouped data
Measures of Position DECILES for ungrouped dataMeasures of Position DECILES for ungrouped data
Measures of Position DECILES for ungrouped data
 
Concurrency Control in Database Management system
Concurrency Control in Database Management systemConcurrency Control in Database Management system
Concurrency Control in Database Management system
 
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdfVirtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
Virtual-Orientation-on-the-Administration-of-NATG12-NATG6-and-ELLNA.pdf
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)
 
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptxLEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
 
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptxFINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
 
Oppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmOppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and Film
 
The Contemporary World: The Globalization of World Politics
The Contemporary World: The Globalization of World PoliticsThe Contemporary World: The Globalization of World Politics
The Contemporary World: The Globalization of World Politics
 
ROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptx
 
AUDIENCE THEORY -CULTIVATION THEORY - GERBNER.pptx
AUDIENCE THEORY -CULTIVATION THEORY -  GERBNER.pptxAUDIENCE THEORY -CULTIVATION THEORY -  GERBNER.pptx
AUDIENCE THEORY -CULTIVATION THEORY - GERBNER.pptx
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
 
Millenials and Fillennials (Ethical Challenge and Responses).pptx
Millenials and Fillennials (Ethical Challenge and Responses).pptxMillenials and Fillennials (Ethical Challenge and Responses).pptx
Millenials and Fillennials (Ethical Challenge and Responses).pptx
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdf
 

An introduction to Jupyter Notebooks for Social Science research