storytelling-with-data

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Course materials for Dartmouth Course: Storytelling with Data (PSYC 81.09).

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최종 버전 다운로드 (.zip)

- - deploy-site.yml
- CONSENT TO RECORDING.docx
- PSYC_81_syllabus.pages
- PSYC_81_syllabus.pdf
- syllabus.md
- - Assignment_1.md
  - story_videos.md
- - Assignment_2.md
  - story_videos.md
- - Assignment_3.md
- - Assignment_4.md
  - VT_DOH_slides.pptx
- - Assignment_Data_Stories.md
- base-styles.css
- site-styles.css
- stories.yaml
- - EA_AW_ADL_Data.md
  - EA_AW_ADL_Final_code.ipynb
  - EA_AW_ADL_Final_code2.ipynb
- - Airplanes.ipynb
- - Airplanes.ipynb
- - README.md
- - Board Games.ipynb
  - boardgamedata.csv
  - README.md
- - ceo_wage_gap_final.ipynb
  - CEOshare.xlsx
  - execucomp_92_20.dta
  - README.md
  - TDCyear.xlsx
- - circuit-simulator.html
  - CONSTITUTION.md
  - plan-v2.md
  - plan.md
  - README.md
  - spec.md
  - tasks.md
- - Design.md
  - README.md
- - 2025-2026 All RTU Data .xlsx
  - Assignment4.ipynb
  - Copy of 2021 Student Survey_results_2021-07-22.pdf
  - High School Core Measures 2022-2025.xlsx
  - Middle School Core Measures Data 2022 - 2025.xlsx
- - README.md
  - Zweifach_Sizemore_ Minihack#1.ipynb
- - README.md
  - scorecard_data.csv
- - college data analysis.ipynb
  - cost-attendance.csv
  - financial-aid.csv
  - grad-rates.csv
  - institutions.csv
  - README.md
- - College_Sports_&_Admissions_Story.ipynb
  - README.md
- - 3_color.csv
  - 3colors.csv
  - color.xlsx
  - ColorTheory.md
  - colortheory.pptx
  - earth_primary.csv
  - earthcolor.csv
  - earthcolor2.csv
  - Franklin.txt
  - Lais_de_Marie_de_France_Lanval.txt
  - Written narrative_color.docx
- - Amelia_Hannah_Nathan_story4.md
  - COVID Crisis in India_README.md
  - COVID_Crisis_in_India.ipynb
  - HongLeeRamTang_4.ipynb
  - HongLeeRamTang_4.md
  - Nate_and_Frank.ipynb
  - Nate_and_Frank.md
  - NY_county_COVID_data.xlsx
  - particle_interactions.ipynb
  - PPP-data.xlsx
  - README.md
  - sophieandannette.ipynb
  - SophieandAnnette.md
  - Story4_Amelia_Hannah_Nathan.ipynb
- - Dance+Comments+.ipynb
  - Dance+Comments+Final.ipynb
  - README.md
  - Storytelling_Final_Presentation.pptx
- - data_cleaned_2021.csv
  - datajobs1.ipynb
  - datajobs2.ipynb
  - datasciencejobs.ipynb
  - Story2_DataScience_KarimK.MP4
  - usa.json
  - usfips.xlsx
- - .gitignore
  - CLAUDE.md
  - LICENSE
  - pyproject.toml
  - README.md
- - demo.ipynb
  - geojson-counties-fips.json
  - README.md
  - state_and_county_fips_master.csv
  - us-zip-code-latitude-and-longitude.csv
  - us-zip-codes.geojson
- - 2017_SHS.xlsx
  - AZ_counties.json
  - AZDiabetes.7tribes.xlsx
  - DiabetesAtlasCountyData1.csv
  - DiabetesAtlasCountyData2.csv
  - DiabetesAtlasNationalData2012.csv
  - DiabetesAtlasNationalData2013.csv
  - DiabetesAtlasNationalData2014.csv
  - DiabetesAtlasNationalData2015.csv
  - DiabetesAtlasNationalData2016.csv
  - Hackathon2_DiabetesProject.ipynb
  - NativeAmerican_DiabetesData.ipynb
  - Reservations.json
  - temp-plot.html
  - test.html
  - US_States.json
- - CAISO_data.zip
  - duck_curve_analysis.ipynb
  - README.md
- - 2017.html
  - E_Cig2015.csv
  - e_cig2017.csv
  - E_CigUseAZ2017.csv
  - Final_Project.ipynb
  - README_FinalProject.docx
  - US_States.json
  - Youth_1993_2017_Tobacco.csv
- - Ed-nalysis - Ed.csv
  - Ed_nalysis.ipynb
  - Liz.csv
  - Rose.csv
- - education.csv
  - exercise.ipynb
  - tutorial.ipynb
- - emotionalsupport.ipynb
  - README.md
- - season-1314_csv.csv
  - season-1415_csv.csv
  - season-1516_csv.csv
  - season-1617_csv.csv
  - season-1718_csv.csv
  - season-1819_csv.csv
  - SOCCER DATA-Matt.ipynb
- - Euphoria_Actually_Complete.ipynb
  - Euphoria_Really_Complete.ipynb
  - McKay Tweets - Sheet1.csv
  - Nate Tweets - Sheet1.csv
  - README.md
- - fitbit analysis 1.ipynb
  - fitbit analysis 2.ipynb
  - fitbit summary April.xlsx
  - fitbit summary.xlsx
  - fitbit_export_20190424.csv
  - november sleep.xlsx
  - november summary.xlsx
  - october sleep.xlsx
  - october summary.xlsx
  - README.md
  - september sleep.xlsx
  - september summary.xlsx
- - 2019USCitiesIndexResults.csv
  - Flexitarian.ipynb
  - Food_Production.csv
  - google.csv
  - MeatSurvey.csv
  - milk.csv
  - projected_emissions.csv
  - README.md
- - demand - Data 1.csv
  - gas price data.xls
  - gas-prices.ipynb
  - README.md
  - refineries - Data 1.csv
- - abs_offset_diffs.csv
  - Group Identity.ipynb
  - grouped_ratings.csv
  - grp id sanitized May 22.csv
  - individual_ratings.csv
  - rel_offset_diffs.csv
  - Time Analysis.ipynb
- - FINAL COMBO NOTEBOOK (SONIA + ATHINA).ipynb
  - h1b_datahubexport-2012.csv
  - h1b_datahubexport-2013.csv
  - h1b_datahubexport-2014.csv
  - h1b_datahubexport-2015.csv
  - h1b_datahubexport-2016.csv
  - h1b_datahubexport-2017.csv
  - h1b_datahubexport-2018.csv
  - h1b_datahubexport-2019.csv
- - GSS 4.csv
  - Happiness Presentation.pdf
  - happiness-and-work.ipynb
  - happiness-twitter.ipynb
  - Happiness.ipynb
  - internet-use.ipynb
  - README.md
  - region.ipynb
- - Internet_Usage.xls
  - Minihack #2.ipynb
  - Project Practice.ipynb
  - README.md
  - whr.xlsx
  - whr2.xlsx
- - Happiness.ipynb
  - happiness.ipynb
  - Happiness2021.md
  - README.md
- - alcohol.csv
  - meng_part2_happiness.ipynb
  - Readme.md
  - report2019.csv
  - report2021.csv
- - 2019.csv
  - countryFIPS.xlsx
  - custom.geo.json
  - DataPanelWHR2021C2.xls
  - happy_sun.ipynb
  - README.md
- - Datafiniti_Hotel_Reviews.csv
  - hotels-data_Thompson_Berger.ipynb
  - hotels_visualization.ipynb
  - README.md
- - HR_comma_sep.csv
  - human_resources.ipynb
  - README.md
- - 07641-0001-Data.xpt
  - incarceration-race.ipynb
- - README.md
  - sample_data.csv
  - soccer.ipynb
- - KoreanAmerican.MD
  - losing_your_language_is_sad.ipynb
- - language-shift.md
  - language_shift.ipynb
- - mass shootings.ipynb
  - README.md
- - measles.ipynb
  - measles_sim.html
  - r0_comparison.png
  - README.md
  - seir_simulation.py
- - 21parson.png
  - 21parson.tiff
  - Franklin1.txt
  - Lais_de_Marie_de_France_Lanval.txt
  - NLP_Lanval_Franklin.md
- - MLS.ipynb
  - MLSstory_karimKhalil.MP4
  - tableMLS.xlsx
- - baseball.csv
  - moneyball.ipynb
  - README.md
- - Murder_Hornets.ipynb
- - mushrooms.csv
  - mushrooms.ipynb
  - README.md
- - nuclear_arsenals.ipynb
  - nuclear_yields.csv
  - README.md
- - food_data.xlsx
  - README.md
  - sr27_doc.pdf
- - EA_AW_ADL_Data.md
  - NY_Education_Data_3_13_22.ipynb
- - all_days_clustered.html
  - brooklyn.geojson
  - brooklyn_violations.csv
  - get-geodata.ipynb
  - Hackathon2_analyses.ipynb
  - Hackathon2_README.md
  - new_geodata.p
  - Parking_Violations_Issued_-_Fiscal_Year_2019 (ORIG).csv
  - violation_codes.xlxs
  - violations-map.ipynb
  - violations_final.csv
  - violations_info_full.csv
- - persuasionforgood.ipynb
  - README.md
- - police-data.xls
  - police_brutality.ipynb
- - Police_killing.xlsx
  - police_killings.xlsx
  - PoliceViolence.ipynb
- - AGENTS.md
  - index.html
- - Attendance_by_grade.ipynb
  - attendance_data_16-17.csv
  - attendance_data_17-18.csv
  - attendence_across_marking_periods.ipynb
  - basic_analyses.ipynb
  - more_analyses.ipynb
  - README.md
  - School-Attendance-Lil.ipynb
  - school_attendance_by_grade.ipynb
  - Truancy+Analysis+Robert.ipynb
- - __init__.py
  - DataSequence.py
  - dsutils.py
  - english1000.py
  - features.py
  - interpdata.py
  - npp.py
  - readme.md
  - ridge.py
  - SemanticModel.py
  - stimulus_utils.py
  - textgrid.py
  - util.py
  - utils.py
- - average_sleep_time.xlsx
  - average_sleep_time15.txt
  - meng_part2_sleep.ipynb
  - Readme.md
  - sleep_memory.csv
  - sleep_physical.csv
  - sleep_problem.sav
  - sleep_self_evaluation.csv
  - sleep_stress.csv
- - README.md
- - epl_analysis.ipynb
  - season-0910_csv.csv
  - season-1011_csv.csv
  - season-1112_csv.csv
  - season-1213_csv.csv
  - season-1314_csv.csv
  - season-1415_csv.csv
  - season-1516_csv.csv
  - season-1617_csv.csv
  - season-1718_csv.csv
  - season-1819_csv.csv
- - .ipynb
  - README.md
  - spotify-data-thompson.ipynb
  - top2018.csv
- - readme
  - Squid Game tweets - Sheet1 (1).csv
  - squidgame_reviews.csv
  - squidgame_tweets.csv
- - Final_Data.csv
  - README.md
  - strokes_gained.ipynb
- - data.sqlite
  - new_data.sqlite
  - Suncast.ipynb
- - SophieandAnnette2.md
  - teacher-respect-and-pisa-scores.ipynb
- - Story5&6.ipynb
- - commuting_analysis.ipynb
  - pa_transportation.csv
  - README.md
- - 2015.csv
  - minnesota-lynx.ipynb
  - twitter-topics-readme.md
  - twitter-topics.ipynb
  - Twitterscrape.ipynb
  - world-happiness.ipynb
- - twitter-finance-readme.md
  - twitter-finance.ipynb
- - twitter-football.ipynb
- - theREALTwitterscrape.ipynb
  - Twitterscrape.ipynb
- - Aggregate FHV Data.xlsx
  - README.md
  - TLC_letter.pdf
  - TLC_letter2.pdf
  - TLC_letter3.pdf
  - Uber Average Rides Day of Week x Month.ipynb
  - Uber Average Rides Timeblock x Day of Week.ipynb
  - Uber Average Rides Timeblock x Month.ipynb
  - UBER Presentation.pptx
  - Uber Rides Analysis by Hour Timeblock per Season.ipynb
  - Uber-Jan-Feb-FOIL.csv
  - Uber-trip-maps.ipynb
- - README.md
  - UnbearableLightness.ipynb
- - Basic and Cleaned Data.ipynb
  - Landowners Info.ipynb
  - merged_df.p
  - Nathan-Geo.ipynb
  - Tia.UvltAnalyses.ipynb
  - trainendNNNregressor
  - uvlt analyses abigail.ipynb
  - uvlt-analyses-pax.ipynb
  - uvlt_donation_timeline.ipynb
  - uvlt_explorations.ipynb
- - avg_rx_map.html
  - Census_demographics_by_State.csv
  - Final Project.ipynb
  - gender_pie_chart.html
  - Narcan.csv
  - od_map.html
  - opioids.csv
  - overdoses.csv
  - prescriber-info.csv
  - prescribers_pie_chart.html
  - README.md
  - statelatlong.csv
  - sum_rx_map.html
- - cpi.csv
  - usa_wage.csv
  - wage-inflation-Final.ipynb
- - Collegiate Reports - 2018 end of year.xlsx - Numbers By Region & Notes.csv
  - Collegiate Yearly Summary 1.23.18.xlsx - Yearly Summary.csv
  - ReadMe.md
  - USAC Collegiate Projections.ipynb
- - game_happiness_gpa.csv
  - game_hour_mental.csv
  - game_hour_mental.xlsx
  - Readme.md
  - sale.xlsx
- - AlcMapData.csv
  - AlcTimetrendData.csv
  - Cancer.xlsx
  - cancer_rate.xlsx
  - CurDrugUse.csv
  - EA_AW_vermont_department_of_health_data_explorations.ipynb
  - EA_AW_VermontDoH_datastory.md
  - Fanrui-ignored_treatment.ipynb
  - Fanrui_ignored_treatment.md
  - Fast Food Restaurants - Sheet1.csv
  - gz_2010_us_040_00_500k.json
  - gz_2010_us_040_00_5m.json
  - gz_2010_us_outline_500k.json
  - Houseprice_Vermont.xlsx
  - HS-STAT-Population-of-Vermont-Counties-by-single-year-of-age-and-sex-2019.xls
  - IlliDrugUse.csv
  - Impact of pandemic on emergent case numbers.csv
  - loss_spending.csv
  - meng_assignment4.ipynb
  - nhcholesterolawareness.csv
  - nhcoronaryheartmortality.csv
  - nhhypertension.csv
  - nhstrokecounty.csv
  - nhstroketime.csv
  - ODMap.csv
  - ODtime.csv
  - OverdoseDeath_Time.csv
  - state_drop.csv
  - story4EA.ipynb
  - SubstanceMisuseData.csv
  - SubstanceMisuseDataAMI
  - SubstanceMisuseDataAMI.csv
  - USCSOverviewMap.xlsx
  - uv-county.xlsx
  - vermont_department_of_health_data_explorations.ipynb
  - vt_income_stats_2020_county - CtyInc.csv
  - vt_income_stats_2020_county.xls
- - 2020Trafficstops.xlsx
  - README.md
  - vt-traffic-stops.ipynb
- Likeability-Predictor
- README.md
- Dockerfile
- README.md
- build-gallery.py
- build-index.py
- build-pages.py
- build-pdfs.py
- build-slides.sh
- extract-images.py
- - anscombes_quartet.png
  - anscombes_quartet.svg
  - bar_stacked.png
  - barplot.png
  - boxplot.png
  - boxplot_violin.svg
  - bubble_map.png
  - choropleth.png
  - choropleth.svg
  - cloropleth.png
  - data_representations.png
  - data_representations.svg
  - demo_notebook.png
  - demo_repo_github.png
  - dviz_bg.png
  - gapminder.gif
  - git_add.png
  - git_add_gitignore.png
  - git_add_wildcard.png
  - git_checkout.png
  - git_clone_terminal.png
  - git_commit.png
  - git_commit_view_files.png
  - git_commits_highlighted.png
  - git_create_branch.png
  - git_force_add.png
  - git_ignore.png
  - git_log.png
  - git_merge.png
  - git_mv.png
  - git_pull_upstream_master.png
  - git_push.png
  - git_remote.png
  - git_revert.png
  - git_rm.png
  - git_status.png
  - git_switch_to_branch.png
  - github_account.png
  - github_clone_address.png
  - github_commit_browse_files.png
  - github_commits.png
  - github_create_new_project.png
  - github_create_pull_request.png
  - github_fork.png
  - github_issues.png
  - github_merge_pull_request.png
  - github_new_issue.png
  - github_page.png
  - github_permissions.png
  - github_project1.png
  - github_project2.png
  - github_pull_request_tab.png
  - github_submit_issue.png
  - grammar_of_graphics.svg
  - heatmap.png
  - heatmap.svg
  - heatmap_corr.png
  - heatmap_large.png
  - histplot.png
  - hypertools-1-388.png
  - hypertools-2-394.png
  - hypertools-3-392.png
  - hypertools-4-398.png
  - hypertools-5-390.png
  - hypertools-back_of_brain-396.jpg
  - hypertools-contextual_drift-254.png
  - hypertools-hypertools-446.png
  - hypertools-pasted-image-140.png
  - hypertools-pasted-image-201.png
  - hypertools-pasted-image-343.png
  - hypertools-pasted-image-351.png
  - hypertools-pasted-image-670.png
  - hypertools-raiders-419.png
  - hypertools-thought_space-248.png
  - lecture-1-Storytelling-14280.jpg
  - lineplot.png
  - lineplot_map.png
  - minard_napoleon.svg
  - network_graph.png
  - network_graph.svg
  - neurosynth_by_component.pdf
  - neurosynth_by_component.png
  - nightingale_rose.svg
  - periodic_table.png
  - periodic_table.svg
  - periodic_table_wiki.svg
  - pie_chart.png
  - python_libraries.png
  - quiver_plot.png
  - scatter3D.png
  - scatterplot.png
  - scatterplot.svg
  - snow_cholera_map.svg
  - streamplot.png
  - table.png
  - uber_trips_timelapse.gif
  - violinplot.png
- assignment3-workshop.md
- collaborative-intro.md
- collaborative-workshop.md
- data-science-demo.md
- data-story-workshop.md
- data-viz.md
- data_visualization.ipynb
- data_visualization_playground.ipynb
- data_wrangling_with_pandas.ipynb
- git.md
- hypertools.key
- hypertools.md
- lecture_1.key
- lecture_1.pdf
- modules-and-numpy.md
- pandas.md
- part2-intro.md
- programming-basics.md
- programming_basics.ipynb
- README.md
- storytelling-workshop.md
- truth-and-storytelling.md
- vibe-coding-demos.md
- vibe-coding.md
.gitignore
.gitmodules
add_remotes.sh
CLAUDE.md
CODE_OF_CONDUCT.md
index.html
LICENSE
README.md

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