Course Modules: 11.154 Big Data & Visualization

Welcome: Week 0 Getting Started Welcome

Welcome: Week 0 Getting Started Welcome Welcome: Week 0 Getting Started Welcome

External Url

Course Syllabus Course Syllabus 1

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Attachment

Anaconda Set-up Anaconda Set-up 2

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Attachment

Starting Your Jupiter Notebook .docx Starting Your Jupiter Notebook .docx 3

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Attachment

Week 1_Python-Basics (take-home).ipynb Week 1_Python-Basics (take-home).ipynb 4

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Attachment

Data Action : Share IT! Chapter 4 Data Action : Share IT! Chapter 4 5

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Attachment

INTRODUCTION TO CLASS PRESENTATION INTRODUCTION TO CLASS PRESENTATION 6

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PSET Solution

PSET Solution PSET Solution

Attachment

ANSWER KEY PSET1 - Intro Exercise.ipynb ANSWER KEY PSET1 - Intro Exercise.ipynb 1

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Attachment

ANSWER KEY PSET2 - Intermediate Python.ipynb ANSWER KEY PSET2 - Intermediate Python.ipynb 2

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Attachment

ANSWER KEY PSET3 - Pandas.ipynb ANSWER KEY PSET3 - Pandas.ipynb 3

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Attachment

ANSWER KEY PSET4 - Folium and Bokeh.ipynb ANSWER KEY PSET4 - Folium and Bokeh.ipynb 4

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Data Visualization Inspiration + Data Resources

Data Visualization Inspiration + Data Resources Data Visualization Inspiration + Data Resources

External Url

Data Visualization Examples Data Visualization Examples 1

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Recitation Material

Recitation Material Recitation Material

Page

Recitation Recording (Oct 26) Recitation Recording (Oct 26) 1

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Page

CSS Basics (Oct 26) CSS Basics (Oct 26) 3

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Attachment

Integrating+Media+-+archive+finished.zip Integrating+Media+-+archive+finished.zip 4

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External Url

Integrating media Integrating media 5

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Week 1: Lists Numpy

Week 1: Lists Numpy Week 1: Lists Numpy

Attachment

Week 1_Lists +Numpy In class Exercise Week 1_Lists +Numpy In class Exercise 1

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Attachment

Week 1_Lists +Numpy Answers to In class Assignment Week 1_Lists +Numpy Answers to In class Assignment 2

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Attachment

Assignment #1 Assignment #1 3

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Attachment

Assignment#1_Answer.ipynb Assignment#1_Answer.ipynb 4

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Week 2: Intermediate Python

Week 2: Intermediate Python Week 2: Intermediate Python

Attachment

Week 2_Functions-Logic-&-Loops (for students).ipynb Week 2_Functions-Logic-&-Loops (for students).ipynb 1

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Attachment

Week 2_Functions-Logic-&-Loops (with solutions).ipynb Week 2_Functions-Logic-&-Loops (with solutions).ipynb 2

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Attachment

List InClass Knowledge Test -Oscars List InClass Knowledge Test -Oscars 3

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Attachment

debatequiz_revised.ipynb debatequiz_revised.ipynb 4

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Attachment

debatequiz_withanswers.ipynb debatequiz_withanswers.ipynb 5

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Week 3: Pandas 1

Week 3: Pandas 1 Week 3: Pandas 1

Attachment

Week3_Dictionaries-Pandas (inclass_without_answers).ipynb Week3_Dictionaries-Pandas (inclass_without_answers).ipynb 1

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Attachment

Week3_Dictionaries-Pandas (with answers).ipynb Week3_Dictionaries-Pandas (with answers).ipynb 2

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Attachment

BRICS.csv BRICS.csv 3

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Attachment

economies.csv economies.csv 4

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Attachment

worldpop.csv worldpop.csv 5

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Week 4: Pandas 2/MatPlotLib

Week 4: Pandas 2/MatPlotLib Week 4: Pandas 2/MatPlotLib

Attachment

Week4_Pandas 2_Matplotlib_(inclass_without_answers).ipynb Week4_Pandas 2_Matplotlib_(inclass_without_answers).ipynb 1

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Attachment

Week4_Pandas 2_Matplotlib_(withanswers).ipynb Week4_Pandas 2_Matplotlib_(withanswers).ipynb 2

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Attachment

tutorialdata-w3.zip tutorialdata-w3.zip 3

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Attachment

ACS_17_5YR_B08101_with_ann.csv ACS_17_5YR_B08101_with_ann.csv 4

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Attachment

Pandas_Quiz.ipynb Pandas_Quiz.ipynb 5

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Attachment

Pandas_Quiz_withanswers.ipynb Pandas_Quiz_withanswers.ipynb 6

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Week 5: Exploratory Data Viz

Week 5: Exploratory Data Viz Week 5: Exploratory Data Viz

Attachment

Week5_Folium_inclass.ipynb Week5_Folium_inclass.ipynb 1

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Attachment

Week 5_Bokeh_inclass.ipynb Week 5_Bokeh_inclass.ipynb 2

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Attachment

tutorialdata.zip tutorialdata.zip 4

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Week5_Folium[withanswers].ipynb Week5_Folium[withanswers].ipynb 5

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Attachment

Week 5_Bokeh[withanswers].ipynb Week 5_Bokeh[withanswers].ipynb 6

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External Url

Carto Exercise Carto Exercise 7

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External Url

KEPLER KEPLER 8

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Science Fair

Science Fair Science Fair

Page

Science Fair Presentation: Climate Science Fair Presentation: Climate 1

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Page

Science Fair Presentation: Transport Science Fair Presentation: Transport 2

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Page

Science Fair Presentation: Housing/Exclusion / Race Science Fair Presentation: Housing/Exclusion / Race 3

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Page

Science Fair Presentation: COVID-19 and Race Science Fair Presentation: COVID-19 and Race 4

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Page

Science Fair Presentation: Prison/Police Science Fair Presentation: Prison/Police 5

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Attachment

SCIENCE FAIR.docx SCIENCE FAIR.docx 6

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Attachment

science_fair_examples.pptx science_fair_examples.pptx 7

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Attachment

data_sources.pptx data_sources.pptx 8

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MIDTERM ASSIGNMENT

MIDTERM ASSIGNMENT MIDTERM ASSIGNMENT

Page

Mid-term Presentation Slide-deck Mid-term Presentation Slide-deck 1

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Attachment

students list for fall 2020 11.154.xlsx students list for fall 2020 11.154.xlsx 2

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Attachment

MIDTERM+ASSIGNMENT 2020.docx MIDTERM+ASSIGNMENT 2020.docx 3

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External Url

Midterm Assignments from 2020 - examples Midterm Assignments from 2020 - examples 4

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Week 6 : Storyboarding and Creating Wireframe Types of Visualizations

Week 6 : Storyboarding and Creating Wireframe Types of Visualizations Week 6 : Storyboarding and Creating Wireframe Types of Visualizations

External Url

OUR FAVORITE DATA VIZ! OUR FAVORITE DATA VIZ! 1

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Attachment

wireframe presentation for big data class .pptx wireframe presentation for big data class .pptx 2

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Attachment

Primer Wireframing.pdf Primer Wireframing.pdf 3

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Week 7 : Learning All About Websites.

Week 7 : Learning All About Websites. Week 7 : Learning All About Websites.

Attachment

IntroWebDev_sarah_fix.pdf IntroWebDev_sarah_fix.pdf 1

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Attachment

7_Week+7+Scrollytelling.zip 7_Week+7+Scrollytelling.zip 2

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Attachment

scrollytelling_demo_index_no_D3.html scrollytelling_demo_index_no_D3.html 3

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Week 8: Intro to Mapbox

Week 8: Intro to Mapbox Week 8: Intro to Mapbox

Attachment

Intro to Mapbox.pdf Intro to Mapbox.pdf 1

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Attachment

08_Intro_to_Mapbox.zip 08_Intro_to_Mapbox.zip 2

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Week 9: Intro to JavaScript

Week 9: Intro to JavaScript Week 9: Intro to JavaScript

Attachment

Intro to JavaScript.pdf Intro to JavaScript.pdf 1

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Attachment

Mapbox+JavaScript (Optional).pdf Mapbox+JavaScript (Optional).pdf 2

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External Url

Introduction to D3 Introduction to D3 3

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Attachment

d3example.html d3example.html 5

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Week10

Week10 Week10

External Url

D3 and Webmapping D3 and Webmapping 1

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Attachment

Week_10_D3_Map_part1.html Week_10_D3_Map_part1.html 2

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Attachment

Week_10_D3_Map_part1_full_code.html Week_10_D3_Map_part1_full_code.html 4

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Attachment

Week_10_D3_Map_part2.html Week_10_D3_Map_part2.html 5

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Attachment

Week_10_D3_Map_part2_full_code.html Week_10_D3_Map_part2_full_code.html 6

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Week 11: D3 Interaction and Animation

Week 11: D3 Interaction and Animation Week 11: D3 Interaction and Animation

External Url

SVG Quiz SVG Quiz 1

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Attachment

SVGQuiz.html SVGQuiz.html 2

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Attachment

SVGQuiz_ANSWERS.html SVGQuiz_ANSWERS.html 3

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Week 12 - transitions

Week 12 - transitions Week 12 - transitions

Attachment

Quiz_JSON+Loop.zip Quiz_JSON+Loop.zip 1

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Attachment

D3 - interaction and animation.pdf D3 - interaction and animation.pdf 2

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External Url

D3 Interaction and Animation D3 Interaction and Animation 3

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Attachment

D3transitionexample D3transitionexample 4

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Attachment

interaction_scatterplot.html interaction_scatterplot.html 5

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External Url

Anonymous Functions Anonymous Functions 6

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anonymous function example anonymous function example 7

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FINAL PROJECT

FINAL PROJECT FINAL PROJECT

External Url

Final Project Submission Detials Final Project Submission Detials 1

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