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Every file this site holds, and what each one can draw.

74 files from 30 publishers. Search by what is in them, or ask for the ones that draw the shape you want. A shape is listed here only if the drawing it makes can actually be READ — the right columns are not the same thing as a readable picture, and the ones that come close are listed underneath with the change that would fix them. Every file opens in the pool, and every one downloads.

  • absence_ca_counties_air_monitoring.csv

    58 rows · 5 columns

    US EPA AirData · annual AQI by county, 2024

    reads as

    the table, the number, the donut, the pictograph, the histogram, the scatter, the dotplot, the matrix +9 more

    crowded — and what would fix it

    the bar: 58 bars, and this shape reads at 2 to 25 — group or filter down to 25 bars or fewer

    has holes in median_aqicountable

  • bar_la_311_by_council_district.csv

    15 rows · 2 columns

    City of Los Angeles · MyLA311 Service Request Data 2022

    reads as

    the table, the number, the bar, the pictograph, the dotplot

    countable

  • bar_quakes_by_magnitude_band.csv

    5 rows · 2 columns

    USGS Earthquake Hazards Program · FDSN event service

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the dotplot

    countable

  • ca_counties_income_and_education.csv

    58 rows · 6 columns · one row is one California county

    U.S. Census Bureau, American Community Survey 2023 5-year estimates

    reads as

    the table, the number, the pictograph, the histogram, the scatter, the dotplot, the matrix, the dumbbell +8 more

    crowded — and what would fix it

    the bar: 58 bars, and this shape reads at 2 to 25 — group or filter down to 25 bars or fewer

    a gap in median_household_income_moecountable

  • ca_school_poverty_and_college.csv

    1,968 rows · 16 columns

    California Department of Education / ETS · CAASPP Smarter Balanced research file, 2023

    reads as

    the table, the number, the donut, the pictograph, the histogram, the scatter, the matrix, the dumbbell +6 more

    crowded — and what would fix it

    the bar: 56 bars, and this shape reads at 2 to 25 — group or filter down to 25 bars or fewer

    the radar: 11 axes, and this shape reads at 3 to 10 — group or filter down to 10 axes or fewer

  • ca_schools_poverty_and_tests.csv

    9,480 rows · 12 columns

    California Department of Education · College-Going Rate for high school completers, 12 months, 2022-23

    reads as

    the table, the number, the donut, the pictograph, the box plot, the matrix, the radar

    crowded — and what would fix it

    the bar: college_going_pct is recorded for 22% of the rows; this draws the absence as much as the data — say what is missing, or use the file that has it

    the histogram: college_going_pct is recorded for 22% of the rows; this draws the absence as much as the data — say what is missing, or use the file that has it

    the scatter: college_going_pct is recorded for 22% of the rows; this draws the absence as much as the data — say what is missing, or use the file that has it

    has holes in college_going_pct

  • census_admission_rate_us.csv

    10 rows · 4 columns · one row is one band of share of applicants admitted

    U.S. Department of Education, College Scorecard

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the scatter, the dotplot +6 more

    countable

  • census_earnings_us.csv

    10 rows · 4 columns · one row is one band of median earnings ten years after starting

    U.S. Department of Education, College Scorecard

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the scatter, the dotplot +6 more

    countable

  • census_size_us.csv

    9 rows · 4 columns · one row is one band of undergraduates enrolled

    U.S. Department of Education, College Scorecard

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the dotplot, the dumbbell +5 more

    crowded — and what would fix it

    the scatter: 9 points, and this shape needs at least 10 to show anything

    one row dominates in band_lowone row dominates in band_highone row dominates in collegeshas holes in band_highcountable

  • census_tuition_us.csv

    9 rows · 4 columns · one row is one band of in-state tuition for a year

    U.S. Department of Education, College Scorecard

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the dotplot, the dumbbell +5 more

    crowded — and what would fix it

    the scatter: 9 points, and this shape needs at least 10 to show anything

    has holes in band_highcountable

  • choropleth_nyc_rat_complaints_by_borough.csv

    5 rows · 2 columns

    City of New York · 311 Service Requests

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the dotplot, the choropleth map +1 more

    countable

  • colleges_ca_cost_and_earnings.csv

    664 rows · 11 columns · one row is one college

    U.S. Department of Education

    reads as

    the table, the number, the donut, the pictograph, the radar

    crowded — and what would fix it

    the bar: completion_rate is recorded for 27% of the rows; this draws the absence as much as the data — say what is missing, or use the file that has it

    the histogram: completion_rate is recorded for 27% of the rows; this draws the absence as much as the data — say what is missing, or use the file that has it

    the scatter: completion_rate is recorded for 27% of the rows; this draws the absence as much as the data — say what is missing, or use the file that has it

    has holes in admission_rate

  • colleges_near_90605.csv

    196 rows · 12 columns · one row is one college

    U.S. Department of Education, College Scorecard

    reads as

    the table, the number, the pictograph, the radar, the dot density map

    crowded — and what would fix it

    the bar: admission_rate is recorded for 23% of the rows; this draws the absence as much as the data — say what is missing, or use the file that has it

    the histogram: admission_rate is recorded for 23% of the rows; this draws the absence as much as the data — say what is missing, or use the file that has it

    the scatter: admission_rate is recorded for 23% of the rows; this draws the absence as much as the data — say what is missing, or use the file that has it

    an outlier in undergraduateshas holes in admission_ratehas holes in tuition_in_statehas holes in completion_rate

  • colleges_near_90605_placed_by_earnings.csv

    196 rows · 15 columns · one row is one college

    U.S. Department of Education, College Scorecard

    reads as

    the table, the number, the donut, the pictograph, the matrix, the radar, the dot density map

    crowded — and what would fix it

    the bar: admission_rate is recorded for 23% of the rows; this draws the absence as much as the data — say what is missing, or use the file that has it

    the histogram: admission_rate is recorded for 23% of the rows; this draws the absence as much as the data — say what is missing, or use the file that has it

    the scatter: admission_rate is recorded for 23% of the rows; this draws the absence as much as the data — say what is missing, or use the file that has it

    an outlier in undergraduatesnearly flat in us_colleges_with_a_valuehas holes in admission_ratehas holes in tuition_in_statehas holes in completion_rate

  • correlation_co2_temperature_exoplanets.csv

    33 rows · 4 columns

    NASA Exoplanet Archive · Planetary Systems Composite Parameters (TAP)

    reads as

    the table, the number, the line, the scatter, the dotplot, the matrix, the calendar grid, the bubble chart +2 more

    countable

  • donut_la_311_by_request_type.csv

    12 rows · 2 columns

    City of Los Angeles · MyLA311 Service Request Data 2022

    reads as

    the table, the number, the donut, the picture graph, the pictograph

    crowded — and what would fix it

    the bar: 66% of requests falls in a tenth of its range — a log scale, or a rate instead of a count

    the dotplot: 66% of requests falls in a tenth of its range — a log scale, or a rate instead of a count

    one row dominates in requestscountable

  • donut_quakes_by_depth_band.csv

    3 rows · 2 columns

    USGS Earthquake Hazards Program · FDSN event service

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph

    crowded — and what would fix it

    the dotplot: 3 dots, and this shape needs at least 5 to show anything

    countable

  • dots_la_311_points.csv

    1,500 rows · 4 columns

    City of Los Angeles · MyLA311 Service Request Data 2022

    reads as

    the table, the dot density map, the hexagonal binning map

    no measure yet — group by createddate and count, and 1 more open up

  • dots_quake_epicentres.csv

    2,508 rows · 6 columns

    USGS Earthquake Hazards Program · FDSN event service

    reads as

    the table, the number, the line, the histogram, the scatter, the calendar grid, the proportional symbol map, the dot density map +2 more

  • fred_working_age_population_us.csv

    380 rows · 3 columns

    American Statistical Association · GAISE II (2020) supplementary data sets, which supplied this as a FRED export

    reads as

    the table, the number, the line, the bar, the donut, the pictograph, the histogram, the box plot +4 more

    crowded — and what would fix it

    the rose: 3 petals, and this shape needs at least 4 to show anything

    nearly flat in millions

  • gaise2_atus_time_use_sample.csv

    4,001 rows · 99 columns

    GAISE II full report, the framework these accompany

    reads as

    the table, the number, the bar, the donut, the pictograph, the histogram, the box plot, the matrix +5 more

    crowded — and what would fix it

    the scatter: 4,001 points, and this shape reads at 10 to 3000 — group or filter down to 3000 points or fewer

    the strip / jitter plot: 4,001 cases, and this shape reads at 20 to 2000 — group or filter down to 2000 cases or fewer

    a gap in caseidnearly flat in caseida gap in metro.areaone row dominates in school.extracurricularactivitone row dominates in school.ec.music

  • gaise2_beans_data.csv

    21 rows · 2 columns

    GAISE II full report, the framework these accompany

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the dotplot

    countable

  • gaise2_census_at_school_mr_johnson_class_data.csv

    35 rows · 5 columns

    GAISE II full report, the framework these accompany

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the scatter, the dotplot +7 more

    countable

  • gaise2_finches_data.csv

    101 rows · 6 columns

    GAISE II full report, the framework these accompany

    reads as

    the table, the number, the line, the bar, the donut, the pictograph, the histogram, the scatter +9 more

    crowded — and what would fix it

    the matrix: 4 cells, and this shape needs at least 6 to show anything

  • gaise2_ladybugs_data.csv

    17 rows · 2 columns

    GAISE II full report, the framework these accompany

    reads as

    the table, the number, the bar, the pictograph, the dotplot

    countable

  • gaise2_lizards_data.csv

    161 rows · 12 columns

    GAISE II full report, the framework these accompany

    reads as

    the table, the number, the bar, the donut, the pictograph, the histogram, the scatter, the dotplot +9 more

    crowded — and what would fix it

    the bubble chart: 161 bubbles, and this shape reads at 5 to 150 — group or filter down to 150 bubbles or fewer

    has holes in Tail length (mm)

  • gaise2_measuring_forearm_and_height_data.csv

    25 rows · 2 columns

    GAISE II full report, the framework these accompany

    reads as

    the table, the number, the scatter, the dotplot

    countable

  • gaise2_music_memory_data.csv

    41 rows · 2 columns

    GAISE II full report, the framework these accompany

    reads as

    the table, the number, the bar, the donut, the pictograph, the histogram, the dotplot, the box plot +1 more

    countable

  • gaise2_music_preference_data.csv

    55 rows · 13 columns

    GAISE II full report, the framework these accompany

    reads as

    the table

    countable

    no measure yet — group by Class and count, and 10 more open up

  • gaise2_nappingcvd_data.csv

    4 rows · 6 columns

    GAISE II full report, the framework these accompany

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the dumbbell, the slope chart +4 more

    crowded — and what would fix it

    the scatter: 4 points, and this shape needs at least 10 to show anything

    the dotplot: 4 dots, and this shape needs at least 5 to show anything

    the bubble chart: 4 bubbles, and this shape needs at least 5 to show anything

    countable

  • gaise2_radish_seeds_data.csv

    115 rows · 3 columns

    GAISE II full report, the framework these accompany

    reads as

    the table, the number, the histogram, the scatter, the dotplot

  • hexbin_la_311_2km.csv

    131 rows · 3 columns

    City of Los Angeles · MyLA311 Service Request Data 2022

    reads as

    the table, the number, the histogram, the scatter, the dotplot, the hexagonal binning map, the bubble chart

    nearly flat in centre_latitudenearly flat in centre_longitude

  • hexbin_la_311_5km.csv

    31 rows · 3 columns

    City of Los Angeles · MyLA311 Service Request Data 2022

    reads as

    the table, the number, the scatter, the dotplot, the proportional symbol map, the bubble chart

    nearly flat in centre_latitudenearly flat in centre_longitudecountable

  • high_schools_per_district.csv

    9 rows · 2 columns · one row is one school

    California Department of Education, public school directory

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the dotplot

    countable

  • hist_la_311_per_day.csv

    365 rows · 2 columns

    City of Los Angeles · MyLA311 Service Request Data 2022

    reads as

    the table, the number, the line, the histogram, the dotplot, the calendar grid, is this real, or noise?

  • hist_quake_magnitudes.csv

    2,508 rows · 1 columns

    USGS Earthquake Hazards Program · FDSN event service

    reads as

    the table, the number, the histogram, the box plot, the strip / jitter plot

  • hourly_311_outage_2022_09_24.csv

    72 rows · 2 columns

    City of Los Angeles · MyLA311 Service Request Data 2022

    reads as

    the table, the number, the histogram, the dotplot

  • la_tracts_income_and_education.csv

    2,498 rows · 6 columns · one row is one census tract in Los Angeles County

    U.S. Census Bureau, American Community Survey 2023 5-year estimates

    reads as

    the table, the number, the histogram, the scatter, parallel coordinates, the choropleth map, the bivariate choropleth, the scatterplot matrix

    an outlier in bachelors_or_higher_pct_moe

  • latest_311_la.csv

    2,000 rows · 10 columns

    City of Los Angeles (Open Data)

    reads as

    the table, the dot density map, the hexagonal binning map

    no measure yet — group by requesttype and count, and 11 more open up

  • latest_311_nyc.csv

    2,000 rows · 10 columns

    City of New York (NYC OpenData)

    reads as

    the table, the slope chart, the choropleth map, the proportional symbol map, the dot density map, the hexagonal binning map, the bivariate choropleth

    no measure yet — group by agency_name and count, and 7 more open up

  • latest_311_sf.csv

    2,000 rows · 10 columns

    City and County of San Francisco (DataSF)

    reads as

    the table, the dot density map, the hexagonal binning map

    no measure yet — group by status_description and count, and 7 more open up

  • line_co2_mauna_loa_annual.csv

    67 rows · 2 columns

    NOAA Global Monitoring Laboratory · Mauna Loa annual mean CO₂

    reads as

    the table, the number, the line, the histogram, the dotplot, the calendar grid, is this real, or noise?

  • line_la_311_by_month.csv

    12 rows · 2 columns

    City of Los Angeles · MyLA311 Service Request Data 2022

    reads as

    the table, the number, the line, the dotplot, is this real, or noise?

    countable

  • line_socal_quakes_by_decade.csv

    13 rows · 3 columns

    USGS Earthquake Hazards Program · FDSN event service

    reads as

    the table, the number, the bar, the pictograph, the scatter, the dotplot, the dumbbell, the slope chart +1 more

    countable

  • multiples_gistemp_zonal.csv

    51 rows · 10 columns

    NASA GISS · GISTEMP v4, zonal annual means

    reads as

    the table, the number, the line, the histogram, the scatter, the dotplot, the calendar grid, the bubble chart +3 more

    countable

  • nhis_teen_by_region.csv

    4 rows · 11 columns

    CDC/NCHS · NHIS Child Summary Health Statistics

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the dumbbell, the slope chart +4 more

    crowded — and what would fix it

    the scatter: 4 points, and this shape needs at least 10 to show anything

    the dotplot: 4 dots, and this shape needs at least 5 to show anything

    the bubble chart: 4 bubbles, and this shape needs at least 5 to show anything

    has holes in fair_or_poor_healthcountable

  • nhis_teen_by_sex.csv

    10 rows · 3 columns

    CDC/NCHS · NHIS Child Summary Health Statistics

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the scatter, the dotplot +3 more

    countable

  • nhis_teen_estimates.csv

    1,700 rows · 9 columns

    CDC/NCHS · NHIS Child Summary Health Statistics

    reads as

    the table, the number, the pictograph, the histogram, the scatter, the dotplot, the box plot, the matrix +8 more

    crowded — and what would fix it

    the bar: 50 bars, and this shape reads at 2 to 25 — group or filter down to 25 bars or fewer

  • nhis_teen_group_profiles.csv

    29 rows · 12 columns

    CDC/NCHS · NHIS Child Summary Health Statistics

    reads as

    the table, the number, the pictograph, the scatter, the dotplot, the matrix, the dumbbell, the slope chart +5 more

    crowded — and what would fix it

    the bar: 29 bars, and this shape reads at 2 to 25 — group or filter down to 25 bars or fewer

    nearly flat in screentime_2hcountable

  • noise_socal_m4_by_year.csv

    30 rows · 2 columns

    USGS Earthquake Hazards Program · FDSN event service

    reads as

    the table, the number, the line, the dotplot, the calendar grid, is this real, or noise?

    countable

  • number_la_aqi_california_counties.csv

    52 rows · 5 columns

    US EPA AirData · annual AQI by county, 2024

    reads as

    the table, the number, the pictograph, the histogram, the scatter, the dotplot, the dumbbell, the slope chart +7 more

    crowded — and what would fix it

    the bar: 52 bars, and this shape reads at 2 to 25 — group or filter down to 25 bars or fewer

    a gap in days_measuredcountable

  • pair_ca_counties_area_population_aqi.csv

    58 rows · 5 columns

    US EPA AirData · annual AQI by county, 2024

    reads as

    the table, the number, the pictograph, the histogram, the scatter, the dotplot, the dumbbell, the slope chart +6 more

    crowded — and what would fix it

    the bar: 58 bars, and this shape reads at 2 to 25 — group or filter down to 25 bars or fewer

    the bubble chart: 63% of unhealthy_air_days_2024 falls in a tenth of its range — a log scale, or a rate instead of a count

    an outlier in people_per_sq_mione row dominates in people_per_sq_mihas holes in unhealthy_air_days_2024countable

  • picture_exoplanets_by_discovery_method.csv

    11 rows · 2 columns

    NASA Exoplanet Archive · Planetary Systems Composite Parameters (TAP)

    reads as

    the table, the number, the donut, the picture graph, the pictograph, the flow diagram (sankey)

    one row dominates in planetsskewed in planetscountable

  • picture_la_street_trees_by_species.csv

    20 rows · 2 columns

    City of Los Angeles · street tree inventory

    reads as

    the table, the number, the pictograph

    crowded — and what would fix it

    the bar: 65% of sites falls in a tenth of its range — a log scale, or a rate instead of a count

    the dotplot: 65% of sites falls in a tenth of its range — a log scale, or a rate instead of a count

    countable

  • prices_us_monthly.csv

    319 rows · 7 columns

    BLS copyright and public domain statement

    reads as

    the table, the number, the line, the histogram, the scatter, the calendar grid, the scatterplot matrix, is this real, or noise?

    crowded — and what would fix it

    the bubble chart: 319 bubbles, and this shape reads at 5 to 150 — group or filter down to 150 bubbles or fewer

    has holes in bananas_lb

  • rare_planet_methods.csv

    6 rows · 2 columns · one row is one planet

    NASA Exoplanet Archive

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the dotplot

    countable

  • school_benchmarks.csv

    18 rows · 6 columns

    California Department of Education

    reads as

    the table, the number, the line, the bar, the donut, the picture graph, the pictograph, the scatter +8 more

    crowded — and what would fix it

    the choropleth map: 1 areas, and this shape needs at least 5 to show anything

    the bivariate choropleth: 1 areas, and this shape needs at least 5 to show anything

    nearly flat in graduation_ratecountable

  • school_district_years.csv

    126 rows · 13 columns

    California Department of Education (Form J-90; ACGR)

    reads as

    the table, the number, the line, the bar, the donut, the pictograph, the histogram, the scatter +12 more

    a gap in graduation_ratehas holes in graduation_ratehas holes in uc_csu_ready_rate

  • school_districts.csv

    9 rows · 12 columns

    Transparent California; California Department of Education

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the dotplot, the dumbbell +5 more

    crowded — and what would fix it

    the scatter: 9 points, and this shape needs at least 10 to show anything

    the radar: 11 axes, and this shape reads at 3 to 10 — group or filter down to 10 axes or fewer

    nearly flat in graduation_ratehas holes in superintendent_paycountable

  • school_grade_flow.csv

    33 rows · 8 columns

    California Department of Education (enrolment)

    reads as

    the table, the number, the line, the bar, the donut, the picture graph, the pictograph, the scatter +10 more

    one row dominates in changecountable

  • school_places.csv

    253 rows · 9 columns · one row is one school

    California Department of Education

    reads as

    the table, the number, the donut, the pictograph, the matrix, the dot density map

    an outlier in enrollment

  • school_places_la_county.csv

    3,742 rows · 7 columns · one row is one school

    California Department of Education

    reads as

    the table, the dot density map, the hexagonal binning map

    no measure yet — group by status and count, and 5 more open up

  • spread_la_311_daily_by_month.csv

    365 rows · 3 columns

    City of Los Angeles · MyLA311 Service Request Data 2022

    reads as

    the table, the number, the line, the histogram, the calendar grid, small multiples, the strip / jitter plot, is this real, or noise?

  • table_la_311_sample.csv

    40 rows · 6 columns

    City of Los Angeles · MyLA311 Service Request Data 2022

    reads as

    the table, the flow diagram (sankey)

    countable

    no measure yet — group by requesttype and count, and 9 more open up

  • table_quakes_full.csv

    2,508 rows · 6 columns

    USGS Earthquake Hazards Program · FDSN event service

    reads as

    the table, the number, the line, the histogram, the scatter, the calendar grid, the proportional symbol map, the dot density map +2 more

  • teen_estimate_precision.csv

    1,629 rows · 6 columns · one row is one published estimate

    CDC/NCHS, NHIS Child Summary Health Statistics

    reads as

    the table, the number, the pictograph, the histogram, the scatter, the matrix, the dumbbell, the slope chart +5 more

    crowded — and what would fix it

    the bar: 50 bars, and this shape reads at 2 to 25 — group or filter down to 25 bars or fewer

  • two_instruments_nyc_rats.csv

    5 rows · 5 columns

    NYC DOHMH · Rodent Inspection

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the dotplot, the dumbbell +8 more

    crowded — and what would fix it

    the scatter: 5 points, and this shape needs at least 10 to show anything

    countable

  • void_exoplanet_mass_period.csv

    5,981 rows · 3 columns

    NASA Exoplanet Archive · Planetary Systems Composite Parameters (TAP)

    reads as

    the table, the number, the donut, the pictograph, the scatter

    an outlier in orbital_period_daysone row dominates in orbital_period_daysskewed in orbital_period_daysan outlier in mass_earthsskewed in mass_earths

  • wages_la_by_occupation.csv

    755 rows · 10 columns

    BLS copyright and public domain statement

    reads as

    the table, the number, the histogram, the scatter, parallel coordinates, the scatterplot matrix

    crowded — and what would fix it

    the dumbbell: 69% of hourly_p10 falls in a tenth of its range — a log scale, or a rate instead of a count

    an outlier in employed

  • weekday_nyc_rat_complaints.csv

    7 rows · 2 columns

    City of New York · 311 Service Requests

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the dotplot, the rose +1 more

    countable

  • weekday_socal_quakes.csv

    7 rows · 2 columns

    USGS Earthquake Hazards Program · FDSN event service

    reads as

    the table, the number, the bar, the donut, the picture graph, the pictograph, the dotplot, the rose +1 more

    countable

  • window_15_year_trends.csv

    132 rows · 2 columns

    NASA GISS · GISTEMP v4, global land-ocean (J-D)

    reads as

    the table, the number, the histogram, the dotplot, the dumbbell, the slope chart

  • window_global_temperature_annual.csv

    146 rows · 2 columns

    NASA GISS · GISTEMP v4, global land-ocean (J-D)

    reads as

    the table, the number, the histogram, the dotplot

  • wuhsd_area_pay.csv

    40,223 rows · 9 columns

    Transparent California

    reads as

    the table, the number, the bar, the donut, the pictograph, the histogram, the box plot, the dumbbell +5 more

    an outlier in overtime_payskewed in overtime_pay