johnburnmurdoch
johnburnmurdoch
/ custom_unit_histograms_in_R.R
Last active
September 30, 2019 17:04
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| install.packages("needs") | |
| library(needs) | |
| needs(tidyverse, magrittr) | |
| # I’m using an example dataset of net national income per capita, from the World Bank (https://data.worldbank.org/indicator/NY.ADJ.NNTY.PC.CD?most_recent_value_desc=true) | |
| head(dataset) | |
| # Here’s a basic histogram using the ggplot defaults to show the distribution of NNI per capita across the world: | |
| ggplot(dataset, aes(value)) + | |
| geom_histogram() |
johnburnmurdoch
/ sample.csv
Created
September 24, 2019 13:21
We can make this file beautiful and searchable if this error is corrected: Any value after quoted field isn't allowed in line 2.
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| id,Data source citation,Class,Order,Family,Genus,Species,Sub species,Authority,Common Name,Location of population,Country list,Region,Decimal Latitude,Decimal Longitude,Are coordinates for specific location?,system,biome,realm,Native,Alien,Invasive,Units,Sampling method,Data transformed,1970,1971,1972,1973,1974,1975,1976,1977,1978,1979,1980,1981,1982,1983,1984,1985,1986,1987,1988,1989,1990,1991,1992,1993,1994,1995,1996,1997,1998,1999,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014, | |
| 7,"WWF-SA (2000). "Cape griffon."",Aves,Accipitriformes,Accipitridae,Gyps,coprotheres,,"(Forster, 1798)",Cape griffon / Cape vulture,"Botswana","Botswana",Africa,-22.0,24.0,false,Terrestrial,Tropical and subtropical grasslands, savannas and shrublands,Afrotropical,Yes,No,No,Individuals,Unknown,No,,,,,,685,,,,,815,,,,,,,,,,655,,,,,,,,,,704,,,,,,,,,,,,,,, | |
| 8,"WWF-SA (2000). "Cape griffon."",Aves,Accipitriformes,Accipitridae,Gyps,coprotheres,,"(Forster, 1798)",Cape griffon / Cape vulture,"Lesotho","Lesotho",A |
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| team | date | venue | Over | runs | wicket | wickets | ball | |
|---|---|---|---|---|---|---|---|---|
| Australia | 2019-06-12 | The Cooper Associates County Ground, Taunton | 0.1 | 0 | 0 | 0 | 1 | |
| Australia | 2019-06-12 | The Cooper Associates County Ground, Taunton | 0.2 | 0 | 0 | 0 | 2 | |
| Australia | 2019-06-12 | The Cooper Associates County Ground, Taunton | 0.3 | 0 | 0 | 0 | 3 | |
| Australia | 2019-06-12 | The Cooper Associates County Ground, Taunton | 0.4 | 0 | 0 | 0 | 4 | |
| Australia | 2019-06-12 | The Cooper Associates County Ground, Taunton | 0.5 | 0 | 0 | 0 | 5 | |
| Australia | 2019-06-12 | The Cooper Associates County Ground, Taunton | 0.6 | 0 | 0 | 0 | 6 | |
| Australia | 2019-06-12 | The Cooper Associates County Ground, Taunton | 1.1 | 0 | 0 | 0 | 7 | |
| Australia | 2019-06-12 | The Cooper Associates County Ground, Taunton | 1.2 | 4 | 0 | 0 | 8 | |
| Australia | 2019-06-12 | The Cooper Associates County Ground, Taunton | 1.3 | 5 | 0 | 0 | 9 |
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| team | date | venue | Over | runs | wicket | wickets | ball | |
|---|---|---|---|---|---|---|---|---|
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.1 | 6 | 0 | 0 | 1 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.2 | 7 | 0 | 0 | 2 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.3 | 9 | 0 | 0 | 3 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.4 | 9 | 0 | 0 | 4 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.5 | 9 | 0 | 0 | 5 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.6 | 10 | 0 | 0 | 6 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.1 | 11 | 0 | 0 | 7 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.2 | 11 | 0 | 0 | 8 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.3 | 12 | 0 | 0 | 9 |
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| team | date | venue | Over | runs | wicket | wickets | ball | |
|---|---|---|---|---|---|---|---|---|
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.1 | 6 | 0 | 0 | 1 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.2 | 7 | 0 | 0 | 2 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.3 | 9 | 0 | 0 | 3 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.4 | 9 | 0 | 0 | 4 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.5 | 9 | 0 | 0 | 5 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.6 | 10 | 0 | 0 | 6 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.1 | 11 | 0 | 0 | 7 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.2 | 11 | 0 | 0 | 8 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.3 | 12 | 0 | 0 | 9 |
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| team | date | venue | Over | runs | wicket | wickets | ball | |
|---|---|---|---|---|---|---|---|---|
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.1 | 6 | 0 | 0 | 1 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.2 | 7 | 0 | 0 | 2 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.3 | 9 | 0 | 0 | 3 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.4 | 9 | 0 | 0 | 4 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.5 | 9 | 0 | 0 | 5 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.6 | 10 | 0 | 0 | 6 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.1 | 11 | 0 | 0 | 7 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.2 | 11 | 0 | 0 | 8 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.3 | 12 | 0 | 0 | 9 |
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| team | date | venue | Over | runs | wicket | wickets | ball | |
|---|---|---|---|---|---|---|---|---|
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.1 | 6 | 0 | 0 | 1 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.2 | 7 | 0 | 0 | 2 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.3 | 9 | 0 | 0 | 3 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.4 | 9 | 0 | 0 | 4 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.5 | 9 | 0 | 0 | 5 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.6 | 10 | 0 | 0 | 6 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.1 | 11 | 0 | 0 | 7 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.2 | 11 | 0 | 0 | 8 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.3 | 12 | 0 | 0 | 9 |
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| team | date | venue | Over | runs | wicket | wickets | ball | |
|---|---|---|---|---|---|---|---|---|
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.1 | 6 | 0 | 0 | 1 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.2 | 7 | 0 | 0 | 2 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.3 | 9 | 0 | 0 | 3 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.4 | 9 | 0 | 0 | 4 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.5 | 9 | 0 | 0 | 5 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.6 | 10 | 0 | 0 | 6 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.1 | 11 | 0 | 0 | 7 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.2 | 11 | 0 | 0 | 8 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.3 | 12 | 0 | 0 | 9 |
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| team | date | venue | Over | runs | wicket | wickets | ball | |
|---|---|---|---|---|---|---|---|---|
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.1 | 6 | 0 | 0 | 1 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.2 | 7 | 0 | 0 | 2 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.3 | 9 | 0 | 0 | 3 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.4 | 9 | 0 | 0 | 4 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.5 | 9 | 0 | 0 | 5 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.6 | 10 | 0 | 0 | 6 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.1 | 11 | 0 | 0 | 7 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.2 | 11 | 0 | 0 | 8 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.3 | 12 | 0 | 0 | 9 |
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| team | date | venue | Over | runs | wicket | wickets | ball | |
|---|---|---|---|---|---|---|---|---|
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.1 | 6 | 0 | 0 | 1 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.2 | 7 | 0 | 0 | 2 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.3 | 9 | 0 | 0 | 3 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.4 | 9 | 0 | 0 | 4 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.5 | 9 | 0 | 0 | 5 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 0.6 | 10 | 0 | 0 | 6 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.1 | 11 | 0 | 0 | 7 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.2 | 11 | 0 | 0 | 8 | |
| Australia | 2019-06-06 | Trent Bridge, Nottingham | 1.3 | 12 | 0 | 0 | 9 |