How to plot arrest rate (%) for the top 20 crime types (crimes of chicago dataset)?
I am working with R in RStudio and would like to plot via highchart package a graphic that includes on the x-Axis the crime type, and on the y-Axis the arrest rate in %. So to see on which crime type the highest arrest was made. I am working with following code in shiny, which is working but not ploting what exactly I want:
output$top20arrestCrime <- renderHighchart({
arrestCrimeAnalysis <- cc %>%
group_by(Primary.Type, Arrest == TRUE) %>%
summarise(Total = n()) %>%
arrange(desc(Total))
hchart(arrestCrimeAnalysis, "column", hcaes(x = Primary.Type, y = Total, color = Total)) %>%
hc_exporting(enabled = TRUE, filename = "Top_20_Locations") %>%
hc_title(text = "Top 20 Crime Types") %>%
hc_subtitle(text = "(2001 - 2016)") %>%
hc_xAxis(title = list(text = "Crime Type"), labels = list(rotation = -90)) %>%
hc_yAxis(title = list(text = "Arrest Rate %")) %>%
hc_colorAxis(stops = color_stops(n = 10, colors = c("#d98880", "#85c1e9", "#82e0aa"))) %>%
hc_add_theme(hc_theme_smpl()) %>%
hc_legend(enabled = FALSE)
})
I am working with this dataset: https://www.kaggle.com/currie32/crimes-in-chicago.
when I run the code, it just show me on the x-Axis the crime type (e.g. THEFT, ROBERRY) etc, which is correct and on the y-Axis the sum of thefts for example from 2001-2016. But I want on the y-Axis the Arrest Rate in percentage, so how many arrests happened. and this in a highcharter with the top 20 arrests crime types.
Example screenshot of Shiny app
r plot highcharts summarize
edited Dec 27 '18 at 20:24
PoGibas
15.5k134175
asked Dec 27 '18 at 18:10
S002
45
|
show 3 more comments
I am working with R in RStudio and would like to plot via highchart package a graphic that includes on the x-Axis the crime type, and on the y-Axis the arrest rate in %. So to see on which crime type the highest arrest was made. I am working with following code in shiny, which is working but not ploting what exactly I want:
output$top20arrestCrime <- renderHighchart({
arrestCrimeAnalysis <- cc %>%
group_by(Primary.Type, Arrest == TRUE) %>%
summarise(Total = n()) %>%
arrange(desc(Total))
hchart(arrestCrimeAnalysis, "column", hcaes(x = Primary.Type, y = Total, color = Total)) %>%
hc_exporting(enabled = TRUE, filename = "Top_20_Locations") %>%
hc_title(text = "Top 20 Crime Types") %>%
hc_subtitle(text = "(2001 - 2016)") %>%
hc_xAxis(title = list(text = "Crime Type"), labels = list(rotation = -90)) %>%
hc_yAxis(title = list(text = "Arrest Rate %")) %>%
hc_colorAxis(stops = color_stops(n = 10, colors = c("#d98880", "#85c1e9", "#82e0aa"))) %>%
hc_add_theme(hc_theme_smpl()) %>%
hc_legend(enabled = FALSE)
})
I am working with this dataset: https://www.kaggle.com/currie32/crimes-in-chicago.
when I run the code, it just show me on the x-Axis the crime type (e.g. THEFT, ROBERRY) etc, which is correct and on the y-Axis the sum of thefts for example from 2001-2016. But I want on the y-Axis the Arrest Rate in percentage, so how many arrests happened. and this in a highcharter with the top 20 arrests crime types.
Example screenshot of Shiny app
r plot highcharts summarize
edited Dec 27 '18 at 20:24
PoGibas
15.5k134175
asked Dec 27 '18 at 18:10
S002
45
2
"It doesn't do exactly what I want" is not a usable problem statement. You need to specify exactly what it is not doing.
– Robert Harvey♦
Dec 27 '18 at 18:11
@RobertHarvey when I run the code, it just show me on the x-Axis the crime type (e.g. THEFT, ROBERRY) etc, which is correct and on the y-Axis the sum of thefts for example from 2001-2016. But I want on the y-Axis the Arrest Rate in percentage, so how many arrests happened. and this in a highcharter with the top 20 arrests crime types.
– S002
Dec 27 '18 at 18:21
Include that information in your question. A picture of what you're talking about would be nice, too.
– Robert Harvey♦
Dec 27 '18 at 18:22
@RobertHarvey I did.
– S002
Dec 27 '18 at 18:52
1
Why is this taggedggplot2?
– camille
Dec 27 '18 at 18:52
|
show 3 more comments
I am working with R in RStudio and would like to plot via highchart package a graphic that includes on the x-Axis the crime type, and on the y-Axis the arrest rate in %. So to see on which crime type the highest arrest was made. I am working with following code in shiny, which is working but not ploting what exactly I want:
output$top20arrestCrime <- renderHighchart({
arrestCrimeAnalysis <- cc %>%
group_by(Primary.Type, Arrest == TRUE) %>%
summarise(Total = n()) %>%
arrange(desc(Total))
hchart(arrestCrimeAnalysis, "column", hcaes(x = Primary.Type, y = Total, color = Total)) %>%
hc_exporting(enabled = TRUE, filename = "Top_20_Locations") %>%
hc_title(text = "Top 20 Crime Types") %>%
hc_subtitle(text = "(2001 - 2016)") %>%
hc_xAxis(title = list(text = "Crime Type"), labels = list(rotation = -90)) %>%
hc_yAxis(title = list(text = "Arrest Rate %")) %>%
hc_colorAxis(stops = color_stops(n = 10, colors = c("#d98880", "#85c1e9", "#82e0aa"))) %>%
hc_add_theme(hc_theme_smpl()) %>%
hc_legend(enabled = FALSE)
})
I am working with this dataset: https://www.kaggle.com/currie32/crimes-in-chicago.
when I run the code, it just show me on the x-Axis the crime type (e.g. THEFT, ROBERRY) etc, which is correct and on the y-Axis the sum of thefts for example from 2001-2016. But I want on the y-Axis the Arrest Rate in percentage, so how many arrests happened. and this in a highcharter with the top 20 arrests crime types.
Example screenshot of Shiny app
r plot highcharts summarize
edited Dec 27 '18 at 20:24
PoGibas
15.5k134175
asked Dec 27 '18 at 18:10
S002
45
I am working with R in RStudio and would like to plot via highchart package a graphic that includes on the x-Axis the crime type, and on the y-Axis the arrest rate in %. So to see on which crime type the highest arrest was made. I am working with following code in shiny, which is working but not ploting what exactly I want:
output$top20arrestCrime <- renderHighchart({
arrestCrimeAnalysis <- cc %>%
group_by(Primary.Type, Arrest == TRUE) %>%
summarise(Total = n()) %>%
arrange(desc(Total))
hchart(arrestCrimeAnalysis, "column", hcaes(x = Primary.Type, y = Total, color = Total)) %>%
hc_exporting(enabled = TRUE, filename = "Top_20_Locations") %>%
hc_title(text = "Top 20 Crime Types") %>%
hc_subtitle(text = "(2001 - 2016)") %>%
hc_xAxis(title = list(text = "Crime Type"), labels = list(rotation = -90)) %>%
hc_yAxis(title = list(text = "Arrest Rate %")) %>%
hc_colorAxis(stops = color_stops(n = 10, colors = c("#d98880", "#85c1e9", "#82e0aa"))) %>%
hc_add_theme(hc_theme_smpl()) %>%
hc_legend(enabled = FALSE)
})
I am working with this dataset: https://www.kaggle.com/currie32/crimes-in-chicago.
when I run the code, it just show me on the x-Axis the crime type (e.g. THEFT, ROBERRY) etc, which is correct and on the y-Axis the sum of thefts for example from 2001-2016. But I want on the y-Axis the Arrest Rate in percentage, so how many arrests happened. and this in a highcharter with the top 20 arrests crime types.
Example screenshot of Shiny app
r plot highcharts summarize
r plot highcharts summarize
edited Dec 27 '18 at 20:24
PoGibas
15.5k134175
asked Dec 27 '18 at 18:10
S002
45
edited Dec 27 '18 at 20:24
PoGibas
15.5k134175
asked Dec 27 '18 at 18:10
S002
45
edited Dec 27 '18 at 20:24
PoGibas
15.5k134175
edited Dec 27 '18 at 20:24
PoGibas
15.5k134175
edited Dec 27 '18 at 20:24
PoGibas
15.5k134175
15.5k134175
asked Dec 27 '18 at 18:10
S002
45
asked Dec 27 '18 at 18:10
S002
45
asked Dec 27 '18 at 18:10
S002
45
45
2
"It doesn't do exactly what I want" is not a usable problem statement. You need to specify exactly what it is not doing.
– Robert Harvey♦
Dec 27 '18 at 18:11
@RobertHarvey when I run the code, it just show me on the x-Axis the crime type (e.g. THEFT, ROBERRY) etc, which is correct and on the y-Axis the sum of thefts for example from 2001-2016. But I want on the y-Axis the Arrest Rate in percentage, so how many arrests happened. and this in a highcharter with the top 20 arrests crime types.
– S002
Dec 27 '18 at 18:21
Include that information in your question. A picture of what you're talking about would be nice, too.
– Robert Harvey♦
Dec 27 '18 at 18:22
@RobertHarvey I did.
– S002
Dec 27 '18 at 18:52
1
Why is this taggedggplot2?
– camille
Dec 27 '18 at 18:52
|
show 3 more comments
2
"It doesn't do exactly what I want" is not a usable problem statement. You need to specify exactly what it is not doing.
– Robert Harvey♦
Dec 27 '18 at 18:11
@RobertHarvey when I run the code, it just show me on the x-Axis the crime type (e.g. THEFT, ROBERRY) etc, which is correct and on the y-Axis the sum of thefts for example from 2001-2016. But I want on the y-Axis the Arrest Rate in percentage, so how many arrests happened. and this in a highcharter with the top 20 arrests crime types.
– S002
Dec 27 '18 at 18:21
Include that information in your question. A picture of what you're talking about would be nice, too.
– Robert Harvey♦
Dec 27 '18 at 18:22
@RobertHarvey I did.
– S002
Dec 27 '18 at 18:52
1
Why is this taggedggplot2?
– camille
Dec 27 '18 at 18:52
2
2
"It doesn't do exactly what I want" is not a usable problem statement. You need to specify exactly what it is not doing.
– Robert Harvey♦
Dec 27 '18 at 18:11
"It doesn't do exactly what I want" is not a usable problem statement. You need to specify exactly what it is not doing.
– Robert Harvey♦
Dec 27 '18 at 18:11
@RobertHarvey when I run the code, it just show me on the x-Axis the crime type (e.g. THEFT, ROBERRY) etc, which is correct and on the y-Axis the sum of thefts for example from 2001-2016. But I want on the y-Axis the Arrest Rate in percentage, so how many arrests happened. and this in a highcharter with the top 20 arrests crime types.
– S002
Dec 27 '18 at 18:21
@RobertHarvey when I run the code, it just show me on the x-Axis the crime type (e.g. THEFT, ROBERRY) etc, which is correct and on the y-Axis the sum of thefts for example from 2001-2016. But I want on the y-Axis the Arrest Rate in percentage, so how many arrests happened. and this in a highcharter with the top 20 arrests crime types.
– S002
Dec 27 '18 at 18:21
Include that information in your question. A picture of what you're talking about would be nice, too.
– Robert Harvey♦
Dec 27 '18 at 18:22
Include that information in your question. A picture of what you're talking about would be nice, too.
– Robert Harvey♦
Dec 27 '18 at 18:22
@RobertHarvey I did.
– S002
Dec 27 '18 at 18:52
@RobertHarvey I did.
– S002
Dec 27 '18 at 18:52
1
1
Why is this tagged
ggplot2?– camille
Dec 27 '18 at 18:52
Why is this tagged
ggplot2?– camille
Dec 27 '18 at 18:52
|
show 3 more comments
1 Answer
1
active
oldest
votes
Your problem is you haven't told highcharter to put Arrest Rate on the y axis. You've told it to put Total on the y axis:
arrestCrimeAnalysis <- cc %>%
group_by(Primary.Type, Arrest == TRUE) %>%
summarise(Total = n()) %>%
arrange(desc(Total))
hchart(arrestCrimeAnalysis, "column", hcaes(x = Primary.Type, y = Total, color = Total))
Change y = Total to y = ArrestRate or whatever your rate column name is.
answered Dec 28 '18 at 15:46
sastrup
779
thanks for your answer sastrup. I only have a column named "Arrest" which is filled with value of "TRUE" or "FALSE". I dont have any arrest rate column. What should I put in y in my case?
– S002
Dec 29 '18 at 18:45
Then you need to define an arrest rate calculation. It won’t just appear. What do you define as arrest rate? Will it be [# records where Arrest = True] / [# records]?
– sastrup
Dec 29 '18 at 18:50
add a comment |
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1 Answer
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Your problem is you haven't told highcharter to put Arrest Rate on the y axis. You've told it to put Total on the y axis:
arrestCrimeAnalysis <- cc %>%
group_by(Primary.Type, Arrest == TRUE) %>%
summarise(Total = n()) %>%
arrange(desc(Total))
hchart(arrestCrimeAnalysis, "column", hcaes(x = Primary.Type, y = Total, color = Total))
Change y = Total to y = ArrestRate or whatever your rate column name is.
answered Dec 28 '18 at 15:46
sastrup
779
thanks for your answer sastrup. I only have a column named "Arrest" which is filled with value of "TRUE" or "FALSE". I dont have any arrest rate column. What should I put in y in my case?
– S002
Dec 29 '18 at 18:45
Then you need to define an arrest rate calculation. It won’t just appear. What do you define as arrest rate? Will it be [# records where Arrest = True] / [# records]?
– sastrup
Dec 29 '18 at 18:50
add a comment |
Your problem is you haven't told highcharter to put Arrest Rate on the y axis. You've told it to put Total on the y axis:
arrestCrimeAnalysis <- cc %>%
group_by(Primary.Type, Arrest == TRUE) %>%
summarise(Total = n()) %>%
arrange(desc(Total))
hchart(arrestCrimeAnalysis, "column", hcaes(x = Primary.Type, y = Total, color = Total))
Change y = Total to y = ArrestRate or whatever your rate column name is.
answered Dec 28 '18 at 15:46
sastrup
779
thanks for your answer sastrup. I only have a column named "Arrest" which is filled with value of "TRUE" or "FALSE". I dont have any arrest rate column. What should I put in y in my case?
– S002
Dec 29 '18 at 18:45
Then you need to define an arrest rate calculation. It won’t just appear. What do you define as arrest rate? Will it be [# records where Arrest = True] / [# records]?
– sastrup
Dec 29 '18 at 18:50
add a comment |
Your problem is you haven't told highcharter to put Arrest Rate on the y axis. You've told it to put Total on the y axis:
arrestCrimeAnalysis <- cc %>%
group_by(Primary.Type, Arrest == TRUE) %>%
summarise(Total = n()) %>%
arrange(desc(Total))
hchart(arrestCrimeAnalysis, "column", hcaes(x = Primary.Type, y = Total, color = Total))
Change y = Total to y = ArrestRate or whatever your rate column name is.
answered Dec 28 '18 at 15:46
sastrup
779
Your problem is you haven't told highcharter to put Arrest Rate on the y axis. You've told it to put Total on the y axis:
arrestCrimeAnalysis <- cc %>%
group_by(Primary.Type, Arrest == TRUE) %>%
summarise(Total = n()) %>%
arrange(desc(Total))
hchart(arrestCrimeAnalysis, "column", hcaes(x = Primary.Type, y = Total, color = Total))
Change y = Total to y = ArrestRate or whatever your rate column name is.
answered Dec 28 '18 at 15:46
sastrup
779
answered Dec 28 '18 at 15:46
sastrup
779
answered Dec 28 '18 at 15:46
sastrup
779
answered Dec 28 '18 at 15:46
sastrup
779
779
thanks for your answer sastrup. I only have a column named "Arrest" which is filled with value of "TRUE" or "FALSE". I dont have any arrest rate column. What should I put in y in my case?
– S002
Dec 29 '18 at 18:45
Then you need to define an arrest rate calculation. It won’t just appear. What do you define as arrest rate? Will it be [# records where Arrest = True] / [# records]?
– sastrup
Dec 29 '18 at 18:50
add a comment |
thanks for your answer sastrup. I only have a column named "Arrest" which is filled with value of "TRUE" or "FALSE". I dont have any arrest rate column. What should I put in y in my case?
– S002
Dec 29 '18 at 18:45
Then you need to define an arrest rate calculation. It won’t just appear. What do you define as arrest rate? Will it be [# records where Arrest = True] / [# records]?
– sastrup
Dec 29 '18 at 18:50
thanks for your answer sastrup. I only have a column named "Arrest" which is filled with value of "TRUE" or "FALSE". I dont have any arrest rate column. What should I put in y in my case?
– S002
Dec 29 '18 at 18:45
thanks for your answer sastrup. I only have a column named "Arrest" which is filled with value of "TRUE" or "FALSE". I dont have any arrest rate column. What should I put in y in my case?
– S002
Dec 29 '18 at 18:45
Then you need to define an arrest rate calculation. It won’t just appear. What do you define as arrest rate? Will it be [# records where Arrest = True] / [# records]?
– sastrup
Dec 29 '18 at 18:50
Then you need to define an arrest rate calculation. It won’t just appear. What do you define as arrest rate? Will it be [# records where Arrest = True] / [# records]?
– sastrup
Dec 29 '18 at 18:50
add a comment |
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2
"It doesn't do exactly what I want" is not a usable problem statement. You need to specify exactly what it is not doing.
– Robert Harvey♦
Dec 27 '18 at 18:11
@RobertHarvey when I run the code, it just show me on the x-Axis the crime type (e.g. THEFT, ROBERRY) etc, which is correct and on the y-Axis the sum of thefts for example from 2001-2016. But I want on the y-Axis the Arrest Rate in percentage, so how many arrests happened. and this in a highcharter with the top 20 arrests crime types.
– S002
Dec 27 '18 at 18:21
Include that information in your question. A picture of what you're talking about would be nice, too.
– Robert Harvey♦
Dec 27 '18 at 18:22
@RobertHarvey I did.
– S002
Dec 27 '18 at 18:52
1
Why is this tagged
ggplot2?– camille
Dec 27 '18 at 18:52