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74 unique examples
Chosen theme:Data explorationChange this?
Chosen question:What is the <b>distribution</b> (of socio-economic indicators)?Change this?
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The following visual solutions are relevant for people looking at the question 'What is the <b>distribution</b> (of socio-economic indicators)?':Bubble map, Choropleth map, Histogram, Scatterplot, Smooth statistical map

"Spike" map

Screenshot for '"Spike" map'
Interactive United States population density map.
Average rating: 7.5 (19 votes)

2D histogram

Screenshot for '2D histogram'
An extension of the concept of histogram to display the colour image content.
Average rating: 4.8 (5 votes)
Visual types:

histogram

3D scatterplot

Screenshot for '3D scatterplot'
Extension of a scatterplot to third dimension to represent measurements on sepals and petals of Iris flowers.
Average rating: 2 (2 votes)
Visual types:

scatterplot

Accessibility map

Screenshot for 'Accessibility map'
Roads in a local area within 500m of a postcode containing one or more shops where food is reasonably priced and which sell more than 8 kinds of fresh fruit and vegetables.
Average rating: 6.8 (4 votes)
Visual types:

choropleth map

Agreement chart

Screenshot for 'Agreement chart'
A graph designed to visualise the level of agreement between two raters. The black squares represent the observed agreement.
Average rating: 4 (2 votes)
Visual types:

scatterplot

Annotated scatterplot with equality line

Screenshot for 'Annotated scatterplot with equality line'
Earnings between gender for range of jobs, with equality and 10/20/30% difference lines marked.
Average rating: 6.7 (6 votes)
Visual types:

scatterplot

Back to Back Histogram

Screenshot for 'Back to Back Histogram'
A modification of the basic histogram in order to display information for two variables. In this case, the example shows the distribution of some reaction times by gender.
Average rating: 6.4 (5 votes)
Visual types:

histogram

Bagplot : 2D boxplot

Screenshot for 'Bagplot : 2D boxplot'
A generalisation of the boxplot, this visualisation relies on the median (red star) and the representation of 50% of the observations (dark blue area).
Average rating: 5.3 (4 votes)
Visual types:

scatterplot

Block Histogram

Screenshot for 'Block Histogram'
A block histogram lets you see the distribution of numeric values in a data set. The x-axis is divided into 'bins' that correspond to value ranges. Each item in the data set is drawn as a rectangular block, and the blocks are piled into the bins to show how many values in each range. To see the exact value of a block move your mouse over it. If you are charting more than one dimension use the menu at the bottom of the graph to choose which to show. You can also highlight a block by clicking - use control-click to highlight more than one, and click again to deselect). Highlights are helpful for pointing to particular items when you make a comment or following a particular item as you change the x-axis using the menu at bottom.
Average rating: 3 (4 votes)
Visual types:

histogram

Bubble map

Screenshot for 'Bubble map'
Location of high-tech companies and size of workforce.
Average rating: 8.7 (3 votes)
Visual types:

bubble map

Bubble map

Screenshot for 'Bubble map'
The graphic shows China's international investments from 2003 to 2009 in several dimensions: as the percentage of the total exports; as the overall volume in millions of dollars; and as China’s foreign direct investment. The interactive features help make clear the growing presence of Chinese trade and investment all around the world.
Unrated
Visual types:

bubble map

Bubble map with geographical detail

Screenshot for 'Bubble map with geographical detail'
Metropolitan 'megaregions' of America.
Average rating: 7 (3 votes)
Visual types:

bubble map

Bullseye Bubble Chart

Screenshot for 'Bullseye Bubble Chart'
Measure of who is meeting their Kyoto climate change targets.
Average rating: 4.5 (2 votes)
Visual types:

bubble map

Cartogram (distorted map) showing recorded crime counts

Screenshot for 'Cartogram (distorted map) showing recorded crime counts'
The two maps both show levels of recorded crime across Leicestershire at Lower Super Output Area LSOA level (with darker red representing higher levels of crime). The map on the left shows the actual geography of the LSOA areas across the County. LSOA areas each contain roughly 1,500 residents - larger areas on this map therefore represent rural areas with lower-density population. The cartogram, or distorted, map on the right shows the same data at LSOA level, but represents each of the LSOAs as a fixed size hexagon. This avoids the problem of over-emphasising the more rural LSOAs, seen on the left. However, it becomes more difficult for users to understand which areas are which - so a numbered key is used to identify particular areas.
Average rating: 9.1 (7 votes)
Visual types:

choropleth map

Cartogram thematic map (where areas are sized according to their population)

Screenshot for 'Cartogram thematic map (where areas are sized according to their population)'
Proportion of people claiming benefits in English cities, 2003.
Average rating: 2 (1 votes)
Visual types:

choropleth map

Categorical scatterplot

Screenshot for 'Categorical scatterplot'
Relationship between non-white population and level of deprivation (with different symbols for city types).
Average rating: 8 (2 votes)
Visual types:

scatterplot

Choropleth map and dashboard

Screenshot for 'Choropleth map and dashboard'
Oldham Neighbourhood Wellbeing Index. A modified traffic light scheme is used in the maps with red - indicating rates ranked in the highest 10% band, amber - the high 11-25% band, light green - the low 11-25% and dark green - indicating rates ranked in the lowest 10%. In maps displaying rates across the four themes, neighbourhoods with rates ranked in the 26-74% band are white, whereas in maps of trends and sudden changes, those neighbourhoods are shaded yellow, whilst those in white show no trend or sudden change. White is also used for neighbourhoods where no persistently high or low rates are detected. It is in this way that the maps themselves act as visual exception reports.
Average rating: 5.6 (5 votes)
Visual types:

choropleth map

Circular timeline and bubble chart

Screenshot for 'Circular timeline and bubble chart'
The outer circle illustrates presidential periods, the governing party, and whether or not the President died in office. The first inner circle shows the "eras" in history that those time periods covered. The third inner circle shows key foreign conflicts and wars. The fourth inner circle (purple) shows key legislative acts (or series of bills) that were issued. Finally, the bubbles in the middle indicate the average national debt, as indicated every 8 years.
Average rating: 5.7 (3 votes)
Visual types:

bubble map

Compound map with selectable doughnut chart

Screenshot for 'Compound map with selectable doughnut chart'
Breakdown by area of under-18 profiles on national DNA database.
Average rating: 4.5 (3 votes)
Visual types:

choropleth map

Conditional plot

Screenshot for 'Conditional plot'
This is a lattice graph, that allows the presentation histograms for more than one variable.
Unrated
Visual types:

histogram

Conditioning plot

Screenshot for 'Conditioning plot'
A visualisation to display a variable distribution conditional on the distribution of at least a second variable. In the example, the number of breaks is displayed conditional on the type of wool and the level of tension.
Unrated
Visual types:

scatterplot, histogram

Correlation matrix plot

Screenshot for 'Correlation matrix plot'
This visualisation enables the visual representation of a correlation matrix. This particular example is about lawyers' ratings of state judges in the US Superior Court for 1977 on variables such as judicial integrity, demeanour, diligence and others.
Average rating: 7.5 (2 votes)
Visual types:

scatterplot

Double conditioning-plot

Screenshot for 'Double conditioning-plot'
A conditioning plot with splines added. It allows the visualisation of a variable distribution conditional on the values of the relevant groups of interest.
Unrated
Visual types:

scatterplot, histogram

Electoral map

Screenshot for 'Electoral map'
An implementation in R of the Elections map produced by The New York Times in 2004.
Average rating: 6 (2 votes)
Visual types:

bubble map

Flow map showing US and China imports and exports

Screenshot for 'Flow map showing US and China imports and exports'
Flow map showing US and China imports and exports.
Average rating: 5.8 (9 votes)
Visual types:

choropleth map

Funnel plot and map

Screenshot for 'Funnel plot and map'
Geowise InstantAtlas showing funnel plot alongside area map, bar chart and legends.
Average rating: 7 (4 votes)
Visual types:

choropleth map

Geographic cluster analysis

Screenshot for 'Geographic cluster analysis'
This chart is designed to aid the interpretation of the results of a cluster analysis, a statistical technique used to discover the underlying structure of a set of observations. The data set contains dummy variables.
Unrated
Visual types:

choropleth map

High density regions

Screenshot for 'High density regions'
Plot of the probability density function with emphasis on the highest densities.
Unrated
Visual types:

histogram

Histogram of rank distribution

Screenshot for 'Histogram of rank distribution'
Competitiveness Index in rural areas, 2006. The distribution curve in each graph hints at the overall performance and the spread of scores. The skew to the left or higher ranks on both the Overall Index of Competitiveness and the Input measures and the shorter tail confirming greater signs of health in rural local authorities on these measures, than the skew to the right or lower ranks and longer tail on the Output and Outcome measures.
Unrated
Visual types:

histogram

Housing condition map

Screenshot for 'Housing condition map'
1904 map showing housing conditions in Manchester and Salford.
Average rating: 8 (3 votes)
Visual types:

choropleth map

Interactive block histogram

Screenshot for 'Interactive block histogram'
US Consumer Price Index through November 2008.
Unrated
Visual types:

histogram

Interactive bubble chart

Screenshot for 'Interactive bubble chart'
The graphic shows IED attacks on civilians, coalition and Afghan troops during the Afghanistan conflict. The interactive features enable analysis of change in casualties over time while the bubble map captures size location and category of casualty.
Unrated
Visual types:

bubble map

Interactive bubble map

Screenshot for 'Interactive bubble map'
This visualisation presents the predicted relative and absolute level of growth for the BRIC countries (Brazil, Russia, India and China) compared to other emerging and developed economies. The interactive feature of the visualisation allows to easily visalise changes over time as changes in bubble sizes. For example, it is easy to see the waning contribution of European Economies to the World GDP.
Unrated
Visual types:

bubble map

Interactive cartogram

Screenshot for 'Interactive cartogram'
Local Council election results 1974 to 2008.
Average rating: 4.5 (2 votes)
Visual types:

choropleth map

Interactive dashboard of UK fatalities in Afghanistan and Iraq

Screenshot for 'Interactive dashboard of UK fatalities in Afghanistan and Iraq'
An interactive dashboard, showing UK fatalities in Afghanistan and Iraq. Users can change the timeframe to explore changes over time.
Average rating: 10 (1 votes)
Visual types:

bubble map

Interactive map with detailed description

Screenshot for 'Interactive map with detailed description'
Interactive Map enabling users to identify services and rank areas by decile (thematic mapping). Map contains significant description of variables used.
Average rating: 4.8 (4 votes)
Visual types:

choropleth map

Layered map

Screenshot for 'Layered map'
Map of London to OAC, from Maptube.
Average rating: 6.2 (5 votes)
Visual types:

choropleth map

Layered map

Screenshot for 'Layered map'
Dan Vicker's Output Area Classification (OAC) layered on top of Google map using Maptube.
Unrated
Visual types:

choropleth map

Local crime mapping

Screenshot for 'Local crime mapping'
The National Policing Improvement Agency (NPIA) now provides crime mapping for all of the 43 police forces in England and Wales. Residents can search for a village, town, or postcode to access the latest information on a range of crime types and compare with other neighborhoods. Data is mapped using Bing Maps, with time series trends shown for the different crime types.
Unrated
Visual types:

choropleth map

Map (multi layer): Ageing population

Screenshot for 'Map (multi layer): Ageing population'
Map showing population trends and change in the old age population. To compare both impacts of population growth and aging population.
Unrated
Visual types:

choropleth map, bubble map

Map with accompanying table identifying areas on the map with the high/low scores

Screenshot for 'Map with accompanying table identifying areas on the map with the high/low scores'
Map showing the ratio of overseas migrants to internal migrants across Local Authority Districts in England.
Unrated
Visual types:

choropleth map

Maps showing overlap between two indicators

Screenshot for 'Maps showing overlap between two indicators'
The three maps show Local Authorities with (1) high levels of BNP membership, (2) large non-white populations, and (3) both high levels of BNP membership and large non-white populations. The use of the blue, red and overlap purple colours make this a geographic "Venn diagram", allowing viewers to quickly identify areas with high levels on two separate datasets.
Average rating: 9 (2 votes)
Visual types:

choropleth map

Maptube Google map overlay

Screenshot for 'Maptube Google map overlay'
Mood map showing sentiment about job security in East of England (as gathered from online BBC survey).
Average rating: 8 (1 votes)
Visual types:

choropleth map

Maptube Google map overlay

Screenshot for 'Maptube Google map overlay'
IMD 2004 ranks for London.
Unrated
Visual types:

choropleth map

Multipanel map

Screenshot for 'Multipanel map'
This map presents information about the murder rate in the United States during 1976. It shows the rates in six intervals, relying on several smaller maps to do that.
Unrated
Visual types:

choropleth map

Multiple histogram

Screenshot for 'Multiple histogram'
A bar plot that allows the combination of multiple histograms and visualisation of several variables.
Average rating: 2 (2 votes)
Visual types:

histogram

Olympic medals result

Screenshot for 'Olympic medals result'
This infographic presents the final medal count for the 2008 Beijing Olympics in several dimensions. The central part shows the distribution of medals by continent using proportional bubbles to reflect the count. The inner circles of these bubbles are pie charts split by the type of medal. The same technique is applied in the other dimensions presented: medals by geopolitical groups (China, EU, ex soviet republics) , by sport (swimming, athletics, gymnastics) , by GDP and by population. It also contains full information of the final medal count by country and a day-by-day gold medal count (annotated bar char in the lower half). All parts of the visualisation are commented to give an overall picture of the event.
Average rating: 5.3 (3 votes)
Visual types:

bubble map

Perspective plot

Screenshot for 'Perspective plot'
Perspective plots are used to represent surfaces in statistics and geographical representations.
Unrated

Pictorial bubble map

Screenshot for 'Pictorial bubble map'
Pictorial bubble map showing numbers of web-service users by country. The number of headsets shows the number of users, and the colour of the headsets distinguishes between active and inactive users.
Unrated
Visual types:

bubble map

Quadrant plot

Screenshot for 'Quadrant plot'
Quadrant plot comparing importance and need for improvement on crime targets.
Average rating: 7 (1 votes)
Visual types:

scatterplot

Quantile regression

Screenshot for 'Quantile regression'
A complex graph for presenting detailed population about population growth. It integrates other visualisation types: Histograms, representation of the quantile regressions, and boxplots for the residual values.
Average rating: 6 (2 votes)
Visual types:

histogram

Ranking histogram

Screenshot for 'Ranking histogram'
Ranking Histogram for conception rate of under 18 year olds (per 1,000 15-17 year olds) in 2002-04 for all LAs in England.
Average rating: 2 (1 votes)
Visual types:

histogram

Rectangular choropleth cartogram of people with HIV

Screenshot for 'Rectangular choropleth cartogram of people with HIV'
A world-view cartogram for World's Aids Day. The size of a region indicates the number of people infected with HIV - each square being 10,000 people infected. The colour of a region indicates the rate of infection, in relation to the global average.
Average rating: 10 (3 votes)
Visual types:

choropleth map

Rose diagram

Screenshot for 'Rose diagram'
This is a circular histogram plot which displays directional data and the frequency of each class. It is widely used in geography, geology and other earth sciences.
Average rating: 2 (1 votes)
Visual types:

histogram

Scatterplot matrices

Screenshot for 'Scatterplot matrices'
This is a lattice plot that displays scatter plots for three variables grouped in three clusters, in the example. Useful for a quick visualisation of the contingencies of the data set.
Average rating: 2 (1 votes)
Visual types:

scatterplot

Scatterplot with histograms and dispersion markers

Screenshot for 'Scatterplot with histograms and dispersion markers'
This visualisation integrates the capabilities of histograms, scatterplots and dispersion indicators in a single graph with interactive features.
Average rating: 2 (1 votes)
Visual types:

scatterplot, histogram

Scatterplot with marginal histograms

Screenshot for 'Scatterplot with marginal histograms'
This graph combines histograms and scatterplots.
Average rating: 2 (2 votes)
Visual types:

scatterplot, histogram

Scatterplot with Tufte axes

Screenshot for 'Scatterplot with Tufte axes'
Scatterplot with axis indicating the marginal distribution of a variable.
Average rating: 6.5 (2 votes)
Visual types:

scatterplot

Scatterplot: Fully labelled and colour coded

Screenshot for 'Scatterplot: Fully labelled and colour coded'
Scatterplot showing relationship between importance and quality of services in Southend. Scatterplot includes label for each of the services as well as a line to denote which services need improving. Services are colour co-ordinated.
Unrated
Visual types:

scatterplot

Scatterplots with smoothed densities colour representation

Screenshot for 'Scatterplots with smoothed densities colour representation'
A scatterplot designed to represent the probability density function of a random variable.
Average rating: 10 (1 votes)
Visual types:

scatterplot

Smooth statistical map

Screenshot for 'Smooth statistical map'
Retail activity in London.
Average rating: 2 (1 votes)

SMS activity video

Screenshot for 'SMS activity video'
SMS activity in Amsterdam over New Year's Eve.
Average rating: 7 (1 votes)

Spinogram

Screenshot for 'Spinogram'
This type of graph is a modification of the histogram In the example, the distribution of the treatment outcome for an arthritis blind trial conducted in 1988 is plotted against age.
Unrated
Visual types:

histogram

Split screen map

Screenshot for 'Split screen map'
Vehicle offences in Wiltshire at LSOA level.
Unrated
Visual types:

choropleth map

Target growth across America

Screenshot for 'Target growth across America'
Animation showing growth of target stores across America, from Flowing Data.
Average rating: 8 (1 votes)
Visual types:

bubble map

Ternary plot

Screenshot for 'Ternary plot'
A type of scatterplot, this visualisation allows the representation of three variables. In the example, the plot presents the proportions of employment in the primary, secondary and tertiary sectors for 12 European countries in 1978, 1986 and 1997.
Average rating: 2 (1 votes)
Visual types:

scatterplot

Thematic map including area and hinterland

Screenshot for 'Thematic map including area and hinterland'
The Vulnerable Localities index mapped across Stafford district. Red indicates a high score, green indicates a low score. Districts are ordered by those with the highest number of output areas with a VLI score above 200.
Average rating: 9.5 (2 votes)
Visual types:

choropleth map

Thematic map with areal photo background

Screenshot for 'Thematic map with areal photo background'
Density of ethnic minority groups in Leeds.
Average rating: 7 (2 votes)
Visual types:

choropleth map

Time change map

Screenshot for 'Time change map'
Map of UK by parliamentary constituency showing percentage of population claiming JSA. Slider at bottom allows users to choose a time point.
Average rating: 9.5 (2 votes)
Visual types:

choropleth map

Timeline scatterplot

Screenshot for 'Timeline scatterplot'
Scatterplot is used to compare of driving habits and petrol prices. Each point in the plot is joined to the previous years point, with the drawn path indicating order in time.
Average rating: 7 (1 votes)
Visual types:

scatterplot

Timeseries map

Screenshot for 'Timeseries map'
Votes by state for all US presidential elections.
Average rating: 6 (1 votes)
Visual types:

choropleth map

Triangular plot area

Screenshot for 'Triangular plot area'
This graph presents the ratios of the three variables as positions in a triangle.
Average rating: 3 (4 votes)
Visual types:

scatterplot

Tukey's hanging rootogram

Screenshot for 'Tukey's hanging rootogram'
This visualisation is a variation of the concept of histograms, combining observed and predicted distributions in a simple way.
Average rating: 9 (1 votes)
Visual types:

histogram

Zoom-in Map

Screenshot for 'Zoom-in Map'
Map of deprivation with zoom-ins for key areas.
Average rating: 10 (1 votes)
Visual types:

choropleth map