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66 unique examples
Chosen theme:Data explorationChange this?
Chosen question:What is the <b>relationship between</b> different socio-economic factors?Change this?
Level of expertise:

The following visual solutions are relevant for people looking at the question 'What is the <b>relationship between</b> different socio-economic factors?':Choropleth map, Clustered bar chart, Comparative chart, Quadrant plot, Scatterplot

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, quadrant plot

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

Annotated tables and charts

Screenshot for 'Annotated tables and charts'
Presentation of range of visual outputs looking at the housing market. Analysis is annotated in order to help users understand the significance of what is being displayed.
Average rating: 5.6 (5 votes)
Visual types:

clustered bar chart

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

Bar - with annotations

Screenshot for 'Bar - with annotations'
Measures how much knowledge on Millennium Development Goals between 2007 - 2008. Arrow highlights more detail (such as info on ethnicity) on the minority 'know more than 'very little''.
Average rating: 6 (1 votes)
Visual types:

clustered bar chart

Bar chart

Screenshot for 'Bar chart'
Deaths from smoking across the six towns, 2002-6 average annual rate per 100,000.
Average rating: 6.1 (5 votes)
Visual types:

clustered bar chart

Bar chart

Screenshot for 'Bar chart'
US political party affiliations for religious traditions (in contrast to <a href="http://datavis/edit.php?id=123">this bubble chart</a>).
Average rating: 5 (2 votes)
Visual types:

clustered bar chart

Bar chart

Screenshot for 'Bar chart'
Percentage of 11 year olds achieving Level 4 or above in Key Stage 2 tests for English and mathematics in England.
Average rating: 5.5 (2 votes)
Visual types:

clustered bar chart

Bar chart with categories and threshold line

Screenshot for 'Bar chart with categories and threshold line'
Proportion of the population with tertiary education in selected European counties, 2001.
Average rating: 2.3 (4 votes)
Visual types:

clustered bar chart

Bar chart with error limit

Screenshot for 'Bar chart with error limit'
Bar chart showing mortality from alcohol for males compared with females, with error limits.
Average rating: 8.5 (2 votes)
Visual types:

clustered bar chart

Bar chart with historical bar chart for context

Screenshot for 'Bar chart with historical bar chart for context'
Serious pollution incidents affecting water, air or land, 1993 to 2007.
Average rating: 6 (1 votes)
Visual types:

clustered bar chart

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 connection graph

Screenshot for 'Circular connection graph'
Academic citations between journals (inner circle) and fields (outer journal)
Average rating: 3.6 (8 votes)
Visual types:

comparative chart

Clustered bar chart with confidence intervals

Screenshot for 'Clustered bar chart with confidence intervals'
Clustered bar chart showing inequalities in life expectancy for men and women who live in areas with different levels of deprivation (for Brighton and Hove).
Average rating: 0 (1 votes)
Visual types:

clustered bar chart

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

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

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

Credit rating chart

Screenshot for 'Credit rating chart'
Rank comparison diagram, comparing credit ratings of nations by different credit ratings agencies.
Unrated
Visual types:

comparative chart

Cross-Reference visualisation

Screenshot for 'Cross-Reference visualisation'
Textual cross references found in the Bible.
Average rating: 4.7 (3 votes)
Visual types:

comparative chart

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

Double document shared word diagrams

Screenshot for 'Double document shared word diagrams'
Double Document Shared Word Diagrams compare and contrast two documents by showing both the unique and shared vocabulary and its distribution across the two documents of interest. The two columns of squares represent the two documents. The leftmost column of word circles shows the highest frequency non-trivial words found in document 1 but not document 2. The rightmost column of word circles shows those words unique to 2 and the central column shows the words that are common to both.<br />You can also input your text and generate your own visualisation.
Average rating: 4 (2 votes)
Visual types:

comparative chart

Effect plot

Screenshot for 'Effect plot'
Effect plots work by identifying high-order terms in a generalised linear model, a statistical technique. Once these terms are identified fitted values are derived and plotted for the relevant groups.
Unrated
Visual types:

comparative chart

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

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

Interactions chart

Screenshot for 'Interactions chart'
Interactive chart enabling users to explore interactions between ethnicity, gender, type of abuse and likelihood of being a victim of child abuse. Values can be displayed using bars, bubbles, colours and position on the chart.
Average rating: 3 (1 votes)
Visual types:

comparative chart

Interactive cartogram

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

choropleth 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

Interactive time series

Screenshot for 'Interactive time series'
This visualisation offers some specialised information about a couple of economic indicators: cumulative percentage of change of some currencies against the dollar and the annualized percentage of change in exports. The information is displayed for six developing economies as a way to show the relationship between monetary policy (adopting floating currencies) and the change in the exports. It gives detailed information for each country in order to convey its message to a relatively specialized audience.
Unrated
Visual types:

comparative chart

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

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

Parallel Sets (ParSets)

Screenshot for 'Parallel Sets (ParSets)'
Parallel Sets is a technique for visualizing categorical data. It helps you get away from representing individual data points, and instead show sets and subsets of items with certain combinations of criteria.<br />This example illustrates the people on board the Titanic. In a way, ParSets is a mix between parallel coordinates and treemaps/mosaic plots.
Average rating: 3.8 (10 votes)
Visual types:

comparative chart

Profile diagram

Screenshot for 'Profile diagram'
Visualisation used to show the relative position of research objects. In the example there are four brands rated for several dimensions in a survey.
Average rating: 10 (1 votes)
Visual types:

comparative chart

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, quadrant plot

Rank comparison diagram

Screenshot for 'Rank comparison diagram'
Comparison of ranking of sectors in FTSE 100 between March 2007 and March 2009.
Unrated
Visual types:

comparative chart

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

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)

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

Scatterplot with marginal histograms

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

scatterplot

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

Sieve plot

Screenshot for 'Sieve plot'
Visualisation useful in the display of contingency tables. The rectangles are proportional to the expected counts for each combination.
Average rating: 2 (1 votes)
Visual types:

comparative chart

Split screen map

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

choropleth 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)

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

Visualising surveys

Screenshot for 'Visualising surveys'
Comparison of what is important for people of different ethnic groups in making an area a good place to live.
Average rating: 8.2 (6 votes)
Visual types:

comparative chart

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