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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Anaconda Set-up Anaconda Set-up 2

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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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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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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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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

wiki_page 190621 0

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Attachment

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

attachment 184814 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least Score at least % Must score at least % to complete this module item Scored at least % Module item has been completed by scoring at least % View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
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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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least Score at least % Must score at least % to complete this module item Scored at least % Module item has been completed by scoring at least % View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
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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Attachment

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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