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# Task 1
# a)
library(ggplot2)
pkseutu <- read.csv("pkseutu2015.csv", encoding = "latin1")
ggplot(data = pkseutu) +
geom_point(mapping = aes(x = Prosentti, y = KOK)) +
labs(
title = "Support for KOK versus turnout",
x = "Voter turnout (%)",
y = "KOK support (%)"
)
ggplot(data = pkseutu) +
geom_point(mapping = aes(x = Prosentti, y = SDP)) +
labs(
title = "Support for SDP versus turnout",
x = "Voter turnout (%)",
y = "SDP support (%)"
)
ggplot(data = pkseutu) +
geom_point(mapping = aes(x = Prosentti, y = PS)) +
labs(
title = "Support for PS versus turnout",
x = "Voter turnout (%)",
y = "PS support (%)"
)
ggplot(data = pkseutu) +
geom_point(mapping = aes(x = Prosentti, y = KESK)) +
labs(
title = "Support for KESK versus turnout",
x = "Voter turnout (%)",
y = "KESK support (%)"
)
ggplot(data = pkseutu) +
geom_point(mapping = aes(x = Prosentti, y = VAS)) +
labs(
title = "Support for VAS versus turnout",
x = "Voter turnout (%)",
y = "VAS support (%)"
)
ggplot(data = pkseutu) +
geom_point(mapping = aes(x = Prosentti, y = VIHR)) +
labs(
title = "Support for VIHR versus turnout",
x = "Voter turnout (%)",
y = "VIHR support (%)"
)
ggplot(data = pkseutu) +
geom_point(mapping = aes(x = Prosentti, y = RKP)) +
labs(
title = "Support for RKP versus turnout",
x = "Voter turnout (%)",
y = "RKP support (%)"
)
ggplot(data = pkseutu) +
geom_point(mapping = aes(x = Prosentti, y = KD)) +
labs(
title = "Support for KD versus turnout",
x = "Voter turnout (%)",
y = "KD support (%)"
)
ggplot(data = pkseutu) +
geom_point(mapping = aes(x = Prosentti, y = Muut)) +
labs(
title = "Support for Muut versus turnout",
x = "Voter turnout (%)",
y = "Muut support (%)"
)
# The party whose support seems to be growing as the turnout increases is KOK, as is shown in the first scatterplot.
# Based on the first scattersplot, i) is the only interpreation that can be made. This is because there seems to be a strong positive correlation between voter turnout and support for KOK.
# ii) cannot be made, since correlation does not imply causation. High voter turnout seems to correlate to, but does not guarantee, high support for KOK. "Obviously" is a strong adverb and can only be used if there is a strict proof of causation.
# iii) cannot be made either. Again, correlation does not imply causation. Support for KOK seems to correlate to, but does not guarantee, high voter turnout. The "obviously" adverb cannot be used for the same reason as above.
# b)
# In my opinion, the support for SDP seems to explain well the support for PS.
# We can plot the support for the two parties and add a line of best fit as follows:
ggplot(data = pkseutu, aes(x = SDP, y = PS)) +
geom_point() +
geom_smooth(method = "lm")
# Creating a linear regression model to explain support for PS using support for SDP as predictor
model <- lm(PS ~ SDP, data = pkseutu)
predicted_PS_support <- as.numeric(predict(model, data.frame(SDP = 15.5)))
print(predicted_PS_support) # 14.13686
# => Where the explanatory party's support, i.e. SDP's support, is 15.5%, my model predicts support for PS to be 14.13686%.
# c)
# The exception is Otaniemi, as is demonstrated below:
ggplot(data = pkseutu, aes(x = Muut, y = KOK, label = Alue)) +
geom_text()
filtered_pkseutu <- pkseutu[pkseutu$Alue != "Otaniemi", ]
model_2 <- lm(KOK ~ Muut, data = filtered_pkseutu)
filtered_pkseutu$KOK_predicted <- predict(model_2)
ggplot(data = filtered_pkseutu, aes(x = Muut, y = KOK)) +
geom_point() +
geom_line(aes(y = KOK_predicted), color = "blue")
all_parties <- colnames(filtered_pkseutu)[3:length(colnames(filtered_pkseutu))]
all_parties_except_kok_and_muut <- all_parties[all_parties != "KOK" & all_parties != "Muut" & all_parties != "KOK_predicted"]
max_R_squared <- -Inf
selected_party <- ""
selected_model <- NA
filtered_pkseutu <- pkseutu[pkseutu$Alue != "Otaniemi", ]
for (party in all_parties_except_kok_and_muut) {
formula <- as.formula(paste("KOK ~ Muut +", party))
new_model <- lm(formula, data = filtered_pkseutu)
new_R_squared <- summary(new_model)$r.squared
if (new_R_squared > max_R_squared) {
max_R_squared <- new_R_squared
selected_party <- party
selected_model <- new_model
}
}
print(max_R_squared) # 0.7871733
print(selected_party) # SDP
summary(selected_model)
predicted_KOK_support <- as.numeric(predict(selected_model, data.frame(Muut = 3.5, SDP = 10.2)))
predicted_KOK_support # 29.31328
# => The support for KOK is predicted to be 29.31328% when Muut support is 3.5% and SDP support is 10.2% in my model.
# This model is particularly suitable because the coefficient of determination is relatively, but not overfittingly, high, at 0.787.
# This means that roughly 78.7% of the variability in the support for KOK can be explained by the support for Muut and the support for SDP.
# d)
model_3 <- lm(KOK ~ SDP + PS + KESK + VAS + VIHR + RKP + KD + Muut, data = pkseutu)
ggplot(data = pkseutu, aes(x = SDP + PS + KESK + VAS + VIHR + RKP + KD + Muut, y = KOK)) +
geom_point() +
geom_smooth(method = "lm")
# I notice that there is a very strong negative linear correlation between the support for KOK and the support all other parties, and the model seems to fit perfectly.
# This is entirely understandable, because when we group all other parties together, there is now only two choices: vote for KOK or vote for any other party.
# Any vote for KOK means one less vote for the other parties, and vice versa.
# Thus, the correlation between the support for KOK and the support for the other parties must be perfectly negative.
# Task 2
finland <- read.csv("ek2023.csv", encoding = "latin1")
hki <- read.csv("hki2019.csv", encoding = "latin1")
# a)
largestSupport <- function(df, party) {
percentages <- df[[party]]
if (length(percentages) == 0) {
return("Please check the party name")
}
max_support <- max(percentages, na.rm = TRUE)
max_index <- which.max(percentages)
max_area <- df[max_index, "Alue"]
return(paste(party, "support is highest in the", max_area, "region and its support is", max_support, "percent"))
}
print(largestSupport(hki, "PIR"))
print(largestSupport(finland, "SDP"))
print(largestSupport(hki, "XYZ"))
# b)
largestParty <- function(df, region) {
row <- subset(df, Alue == region)
if (length(rownames(row)) == 0) {
return("The area not found")
}
numeric_row <- row[, sapply(row, is.numeric)]
max_support <- max(numeric_row)
max_party <- names(numeric_row)[which.max(numeric_row)]
return(paste("The largest party in the", region, "region is", max_party, "and its support is", max_support, "percent"))
}
print(largestParty(hki, "Katajanokka"))
print(largestParty(finland, "Närpiö"))
print(largestParty(finland, "Exactum"))
# c)
visualize <- function(df, party_1, party_2) {
ggplot(df) +
geom_point(mapping = aes(x = .data[[party_1]], y = .data[[party_2]], colour = .data[["Suuralue"]])) +
labs(x = paste("Support for", party_1, "(%)"), y = paste("Support for", party_2, "(%)"), colour = "Major Area") +
ggtitle(paste("Support for", party_1, "vs support for", party_2, "in Helsinki's voting areas")) +
theme_minimal()
}
visualize(hki, "VAS", "KOK")
# The picture shows a negative linear correlation between the support for the Left Alliance and the support for the National Coalition Party. Areas with higher support for the Left Alliance tends to have lower support for the National Coalition Party, and vice-versa.
# For instance, areas in the South (Eteläinen) mostly have higher support for the National Coalition Party (20-40%) but lower support for the Left Alliance (5-10%).
# Conversely, areas in the Central (Keskinen) have higher support for the Left Alliance (15-25%) but lower support for the National Coalition Party (5-15%).
# d)
compare <- function(df, region, reference_region, k) {
row <- subset(df, Alue == region)
numeric_row <- as.numeric(row[, sapply(row, is.numeric)])
parties <- colnames(row[, sapply(row, is.numeric)])
sorted_support <- sort(numeric_row, decreasing = TRUE)
selected_parties <- c()
for (support_value in sorted_support[1:k]) {
party_index <- which(numeric_row == support_value)
selected_parties <- c(selected_parties, parties[party_index])
}
shortened_row_1 <- row[, selected_parties, drop = FALSE]
row_2 <- subset(df, Alue == reference_region)
shortened_row_2 <- row_2[, selected_parties, drop = FALSE]
combined_df <- data.frame(
Party = selected_parties,
Region = rep(c(region, reference_region), each = k),
Support = c(as.numeric(shortened_row_1), as.numeric(shortened_row_2))
)
ggplot(combined_df, aes(x = Party, y = Support, fill = Region)) +
geom_bar(stat = "identity", position = "dodge") +
labs(
title = paste("Support for", k, "largest parties in", region, "vs in", reference_region),
x = "Party",
y = "Support (%)"
) +
theme_minimal()
}
compare(finland, "Helsinki", "Oulu", 10)
# Task 3
# a)
density_function_of_prior_distribution <- function(theta) {
if (theta > 0 && theta <= 1/100) {
return(200 * theta)
} else if (theta > 1/100 && theta <= 1) {
return(20000/9900 * (1 - theta))
} else {
return(0)
}
}
theta_values <- seq(0, 1, length.out = 9999)
prior_values <- sapply(theta_values, density_function_of_prior_distribution)
ggplot(data.frame(theta = theta_values, density = prior_values), aes(x = theta, y = density)) +
geom_line(color = "blue") +
labs(title = "Prior Distribution of θ", x = "θ", y = "Density") +
theme_minimal()
# The prior distribution tells us the following about Mr. Fisher’s prior expectations about θ:
# - θ, that is, the probability of the die landing on 1000, is probably very small, since the density function peaks at a value very close to 0.
# - Although Mr. Fisher suspects that the die is weighted and more likely to land on 1000 than on any other number, he only suspects the die to be slightly weighted and not heavily biased, since after the peak, the density function declines linearly without fail as θ gets larger.
# - If the die were unbiased, θ would be exactly 1/1000. Since the density function peaks when θ is at 1/100, it means Mr. Fisher suspects that θ, i.e., the probability of the die landing on 1000, is most likely to be 10 times more than the probability of the die landing on any other number.
# b)
k <- 1234
n <- 234321
log_of_posterior_values <- sapply(theta_values, function(theta) {
log_prior <- log(density_function_of_prior_distribution(theta))
if (log_prior == -Inf) return(-Inf)
log_likelihood <- k * log(theta) + (n - k) * log(1 - theta)
return(log_prior + log_likelihood)
})
map_estimate <- theta_values[which.max(log_of_posterior_values)]
print(map_estimate) # 0.00530106
plot(
theta_values,
log_of_posterior_values,
type = "l",
col = "blue",
lwd = 4,
main = "Logarithm of the Posterior Distribution of θ",
xlab = "θ",
ylab = "Logarithm of Density"
)
abline(v = map_estimate, col = "red", lty = 2)
legend("topright", legend = paste("MAP Estimate: θ ≈", map_estimate), col = "red", lty = 2)
# Since the maximum a posteriori probability estimate is calculated to be 0.0053,
# that is also what Mr. Fisher thinks is the best estimate for θ.
# If the prior distribution had been a uniform distribution, the estimate would have most likely been different, specifically, higher.
# This is because in our non-uniform example, Mr. Fisher believes that the die is only slightly weighted, i.e., he believes
# that θ most likely has a small value, as we already saw in part a) that the density function peaked at a small value near 0.
# This, in turn, causes the MAP estimate to also be a small value near 0. If the prior distribution had been uniform,
# the density function in part a) would have likely peaked at a larger value, and so the MAP estimate would have also been larger.
# The posterior distribution should be logarithmised because:
# 1. The values in the posterior distribution might be very small, causing underflow errors when performing calculations. Logarithmising these values stabilises them in a range that is generally higher, helping us avoid calculation errors.
# 2. Doing so makes calculating the MAP estimate easier. In order to calculate the MAP, we have to find the value of theta that would
# maximise the value of the density function of the posterior distribution. Doing this often requires differentiating the density function.
# Since the density function might be complex in the posterior distribution, differentiating it is difficult, and so is calculating the MAP estimate.
# Logarithmising the posterior distribution, however, gives us a "smooth" curve, which is much easier to differentiate.
# Task 4
# a)
set.seed(1)
options(scipen = 999)
lotterymachine <- function(n) {
p = 1/18643
return(rbinom(1, n, p))
}
number_of_rounds <- 10000
tickets_per_round <- 50
total_tickets <- number_of_rounds * tickets_per_round
results <- replicate(number_of_rounds, lotterymachine(tickets_per_round))
# ML estimate for a one-ticket winning probability
ML_estimate = sum(results)/total_tickets
print(ML_estimate) # 0.000032
ste <- sqrt(ML_estimate * (1 - ML_estimate) / total_tickets)
z <- 1.96
moe <- z * ste
lower <- ML_estimate - moe
upper <- ML_estimate + moe
lower # 0.00001632025
upper # 0.00004767975
print(paste0("Our 95% Confidence Interval is: (", lower,", ", upper, ")"))
# Our 95% Confidence Interval is: (0.0000163202508820071, 0.0000476797491179929)
real_probability <- 1/18643
print(real_probability) # 0.00005363944
print(lower <= real_probability && real_probability <= upper) # FALSE
# => Our 95% Confidence Interval does not include the probability of winning.
# If we increase the number of lottery rounds, our confidence interval should become narrower and thus more accurate.
# This is because adding more lottery rounds makes the number of total tickets, and therefore the standard error, i.e. sqrt(ML_estimate * (1 - ML_estimate) / total_tickets), smaller,
# which in turn makes the margin of error smaller.
# If we increase the number of tickets played in each round, the total number of tickets would increase, making the standard error smaller,
# making the margin of error smaller, and thus also making the confidence interval narrower.
# b)
number_of_simulations <- 100
ML_estimates <- numeric(number_of_simulations)
for (i in 1:number_of_simulations) {
simulation_results <- replicate(number_of_rounds, lotterymachine(tickets_per_round))
this_round_ML_estimate = sum(simulation_results)/total_tickets
ML_estimates[i] <- this_round_ML_estimate
}
sorted_ML_estimates = sort(ML_estimates)
lower_2 <- sorted_ML_estimates[round(0.025 * number_of_simulations)]
upper_2 <- sorted_ML_estimates[round(0.975 * number_of_simulations)]
lower_2 # 0.000032
upper_2 # 0.00007
print(paste0("The smallest interval containing 95% of the ML estimates is: (", lower_2, ", ", upper_2, ")"))
# The smallest interval containing 95% of the ML estimates is: (0.000032, 0.00007)
# How do you interpret the above described matter?
# We can interpret our result to mean that if we continue to perform the simulations in part a) an infinite number of times
# and calculate the ML estimate for each simulation, approximately 95% of those estimates will fall into the range (0.000032, 0.00007)
# What happens if you increase the number of simulations?
# If we increase the number of simulations, our interval gets narrower and more accurate as the margin of error becomes smaller.
# As the number of simulations approaches infinity, the percentage of the estimates falling into the interval will approach 95%.
# This is due to the law of large numbers.
# What if you increase the number of tickets played each round?
# If we increase the number of tickets played each round, our interval also gets narrower and more accurate.
# This is also due to the law of large numbers.
Task 5.md
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# Analysis of Income, Geographical Location, and Voting Behaviour in Finland
## Introduction
### The research question
This report investigates how citizens' voting behaviour is potentially influenced by their income and geographical location in Finland.
### The materials used
Two datasets are used in this investigation:
\+ `tulot2017.csv`: This dataset contains information about how much people earn from wages and investments, how much those earnings are subject to taxation, how much taxes are paid, and how much people get to keep after taxation. This information is recorded on a per municipality basis, based on data collected in 2017 by Statistics Finland.
\+ `ek2023.csv`: This dataset contains information about how much support each political party receives in each municipality, in terms of percentages of total votes in the corresponding municipality. This data is collected in 2019 by Statistics Finland.
### How the research is carried out
\- First, we explore the datasets to get a preliminary understanding of what they contain.
\- Second, we perform some visualisations to identify potential trends and correlations.
\- Third, based on the trends identified in the previous step, we formulate hypotheses and perform relevant tests and/or analyses for these hypotheses. To avoid p-hacking, we pre-establish that our significance level for any statistical test is 0.01.
\- Finally, we report and summarise our findings.
## Data Exploration and Environment Setup
Let us first have a look at our datasets in order to understand them.
The first dataset, `tulot2017.csv`, has the following structure:
```R
> income <- read.csv("tulot2017.csv", encoding = "latin1")
> str(income)
'data.frame': 312 obs. of 10 variables:
$ Alue : chr "KOKO MAA" "Akaa" "Alajärvi" "Alavieska" ...
$ Tulonsaajia : int 4634226 13751 8156 2140 9908 7147 3945 3183 450 879 ...
$ Tulot : int 29962 27702 23775 24389 23917 27254 33659 28693 31794 28671 ...
$ Mediaanitulot : int 24433 23848 19594 20505 20125 22062 26476 26134 25075 26057 ...
$ Ansiotulot : int 27801 26421 21962 22459 21981 24447 29008 27235 27725 25954 ...
$ Pääomatulot : int 2161 1281 1813 1930 1937 2807 4652 1458 4068 2717 ...
$ Verot : int 6453 5657 4463 4605 4436 5561 7461 5889 5949 4997 ...
$ Valtionvero : int 1796 1131 913 966 953 1487 2533 1135 2285 1452 ...
$ Kunnallisvero : int 3997 3867 2985 3038 2911 3454 4183 4073 3054 2985 ...
$ Tulot_miinus_verot: int 23509 22045 19312 19784 19482 21693 26198 22804 25844 23674 ...
```
The meanings of the fields are as follows:
\- **Alue**: Consists of the different municipalities of Finland.
\- **Tulonsaajia**: Number of taxable income recipients. Essentially, this field records how many people are earning money and are subject to taxation in each of the above municipalities.
\- **Tulot**: Average taxable income, in euros. This field records the average per capita income of people in each municipality, prior to taxation.
\- **Mediaanitulot**: Median taxable income, in euros. This fields records the median income of people in each municipality, prior to taxation.
\- **Ansiotulot**: Average earned income, in euros. This field records the average per capita income from work, i.e. wage labour, of people in each municipality, prior to taxation. In other words, this is the average amount of money people are paid by working as an employee for an employer.
\- **Pääomatulot**: Average investment income, in euros. This field records the average per capita income from capital investments in each municipality, prior to taxation. Investment income is income not earned by working, i.e. performing wage labour, but by investing money/capital in stocks, bonds, index funds, real estates, and so on.
\- **Verot**: Average total of all taxes, in euros. This field records the total amount of taxes people pay on average in each of the municipality.
\- **Valtionvero**: Average state tax, in euros. This field records the amount of state tax people pay on average in each of the municipalities. State tax contributes to the total amount of taxes above.
\- **Kunnallisvero**: Average municipal tax, in euros. This field records the amount of municipal tax people pay on average in each of the municipalities. Municipal tax contributes to the total amount of taxes above.
\- **Tulot_miinus_verot**: Average income after tax, in euros. This field records how much money people actually get to keep on average in each of the municipalities after all the different types of taxes.
The second dataset, `ek2023.csv`, has the following structure:
```R
> finland <- read.csv("ek2023.csv", encoding = "latin1")
> str(finland)
'data.frame': 293 obs. of 25 variables:
$ Alue : chr "Helsinki" "Askola" "Espoo" "Hanko" ...
$ SDP : num 20.9 16.4 16.9 28.5 23.7 25.2 11 24.7 17.6 8.1 ...
$ PS : num 11.3 30.8 12.5 16.6 20 24.9 10.7 21.4 25.7 7.9 ...
$ KOK : num 26.4 18.8 36.8 10.8 24.5 21.2 11 23.3 15.6 39.3 ...
$ KESK : num 1.6 15.1 2.7 1.5 3.7 5.8 0.9 6 7.9 1.7 ...
$ VIHR : num 15.3 2.7 10.8 3.4 8.1 5.6 3.3 7.3 3.5 5.7 ...
$ VAS : num 11.8 3.2 3.6 4.1 6 5.1 1.9 5.2 19.2 1.7 ...
$ RKP : num 5.1 2.9 7.5 27.6 2.6 1 56 1.2 1 29.8 ...
$ KD : num 1.9 2.5 3.1 2.8 3.8 3.8 1.9 4.2 3 2.5 ...
$ PIR : num 0.3 0.1 0.1 0.1 0.2 0.1 0 0.1 0 0.1 ...
$ FP : num 0.1 0.1 0.1 0 0.1 0.1 0.1 0.1 0 0 ...
$ LIBE : num 0.9 0.2 1.3 0.3 0.8 0.5 0.3 0.7 0.3 0.6 ...
$ SKP : num 0.2 0 0.1 0.1 0.1 0.1 0 0.1 0.1 0 ...
$ EOP : num 0.2 0.2 0.1 0.2 0.1 0.1 0.3 0.1 0.1 0 ...
$ SKE : num 0.1 0 0 0 0 0 0.1 0 0 0 ...
$ AP : num 0.2 0 0 0 0 0 0 0 0 0 ...
$ KaL : num 0 0.1 0 0 0 0 0 0 0 0 ...
$ KL : num 0.2 0 0 0 0 0 0.1 0.1 0 0 ...
$ KRIP : num 0.2 0.2 0.1 0.2 0.2 0.2 0.1 0.2 0.2 0.1 ...
$ LIIKE : num 2.3 4.6 2.9 2.8 4.3 4.4 1.3 4 3.8 1.8 ...
$ SML : num 0 0.4 0.2 0.2 0.3 0.4 0.1 0.3 0.3 0.2 ...
$ VKK : num 0.3 0.4 0.3 0.3 0.4 0.4 0.1 0.3 0.3 0.1 ...
$ VL : num 0.8 1.3 0.6 0.4 0.9 1.1 0.7 0.8 1.3 0.4 ...
$ Muut : num 0 0 0 0.1 0.1 0.1 0.1 0.1 0.1 0 ...
$ Vaalipiiri: chr "Helsinki" "Uusimaa" "Uusimaa" "Uusimaa" ...
```
Again, the meanings of the fields are as follows:
\- **Alue**: Consists of the different [**municipalities**](https://en.wikipedia.org/wiki/List_of_municipalities_of_Finland) of Finland.
\- **SDP, PS, KOK, ..., Muut**: All these fields record how much support each party receives, as measured in percent of votes in each municipality.
\- **Vaalipiiri**: Consists of the [**electoral districts**](https://en.wikipedia.org/wiki/Electoral_districts_of_Finland) of Finland. One electoral district may comprise multiple municipalities.
To make it easier to deal with these two datasets, we are going to merge them into one data frame called `df`. This is done by connecting the two data sets via the `Alue` field:
```R
> df <- merge(finland, income, by = "Alue")
> colnames(df)
[1] "Alue" "SDP" "PS"
[4] "KOK" "KESK" "VIHR"
[7] "VAS" "RKP" "KD"
[10] "PIR" "FP" "LIBE"
[13] "SKP" "EOP" "SKE"
[16] "AP" "KaL" "KL"
[19] "KRIP" "LIIKE" "SML"
[22] "VKK" "VL" "Muut"
[25] "Vaalipiiri" "Tulonsaajia" "Tulot"
[28] "Mediaanitulot" "Ansiotulot" "Pääomatulot"
[31] "Verot" "Valtionvero" "Kunnallisvero"
[34] "Tulot_miinus_verot"
```
The `df` data frame will now contain all the fields from the two data sets, which is more convenient for us.
We're also going to be using the `tidyverse` and `ggplot2` libraries:
```R
library(tidyverse)
library(ggplot2)
```
## Trend Identification
First, let us see if there is any correlation between income and support for a certain party. For instance, we can plot average taxable income against support for the Social Democratic Party as follows:
```R
ggplot(data = df, mapping = aes(x = Tulot, y = SDP)) +
geom_point() +
labs(
title = "Support for the SDP against Average Taxable Income",
x = "Average Taxable Income (euros)",
y = "Support for the SDP (%)"
)
```
Running the above code generates the below scatterplot, in which each point represents a municipality:
<div style="display: flex; justify-content:center">
<img src="./plots/1.png"/>
</div>
<br />
As we can see, the percentages of support for the Social Democratic Party mostly fall in the 0-30% range. There seems to be a very slight positive correlation.
We can generalise the above code into the following function:
```R
plot_income_against_support <- function(income_type, party) {
income_type_english <- ""
if (income_type == "Tulot") {
income_type_english <- "Average Taxable Income"
}
else if (income_type == "Mediaanitulot") {
income_type_english <- "Median Taxable Income"
}
else if (income_type == "Ansiotulot") {
income_type_english <- "Average Earned Income"
}
else if (income_type == "Pääomatulot") {
income_type_english <- "Average Investment Income"
}
else if (income_type == "Tulot_miinus_verot") {
income_type_english <- "Average Income after Tax"
}
ggplot(data = df, mapping = aes(x = .data[[income_type]], y = .data[[party]])) +
geom_point() +
geom_smooth(method = "lm") +
labs(
title = paste("Support for", party, "against", income_type_english),
x = paste(income_type_english, "(euros)"),
y = paste("Support for", party, "(%)"),
) +
theme_minimal()
}
```
Note that we have multiple different income metrics, and plotting all of them would be excessive. We can make a reasonable assumption that the average income after tax, i.e. the amount of money people actually get to keep, is the most important income measurement, so we will focus on this type of income for now. From this point onwards, any mention of "income" without specifying the type will, by default, refer to average income after tax. Let us plot income against support for the major parties:
```R
> plot_income_against_support("Tulot_miinus_verot", "SDP")
> plot_income_against_support("Tulot_miinus_verot", "PS")
> plot_income_against_support("Tulot_miinus_verot", "KOK")
> plot_income_against_support("Tulot_miinus_verot", "KESK")
> plot_income_against_support("Tulot_miinus_verot", "VIHR")
> plot_income_against_support("Tulot_miinus_verot", "VAS")
> plot_income_against_support("Tulot_miinus_verot", "RKP")
> plot_income_against_support("Tulot_miinus_verot", "KD")
> plot_income_against_support("Tulot_miinus_verot", "LIIKE")
```
The above code generates the following nine scatterplots:
<p align="center">
<img src="./plots/2.png" width="30%" />
<img src="./plots/3.png" width="30%" />
<img src="./plots/4.png" width="30%" />
</p>
<p align="center">
<img src="./plots/5.png" width="30%" />
<img src="./plots/6.png" width="30%" />
<img src="./plots/7.png" width="30%" />
</p>
<p align="center">
<img src="./plots/8.png" width="30%" />
<img src="./plots/9.png" width="30%" />
<img src="./plots/10.png" width="30%" />
</p>
Note that we excluded the other parties because in most municipalities, their support amounts to not even 1% and thus it is difficult to notice any trend using such data.
In the above scatterplots, we noticed the following:
\- Support for the Finns Party mostly falls into the `0-40%` range and has a **slight negative correlation** with income.
\- Support for the National Coalition Party mostly concentrates in the `0-30%` range and has a **quite strong positive correlation** with income.
\- Support for the Centre Party vary vastly `from 0% to nearly 60%` and has a **quite strong negative correlation** with income.
\- Support for the Green League mostly ranges `from 0% to 10%` and seems to **correlate positively** with income.
\- Support for the Left Alliance mostly ranges `from 0% to 20%`, and there seems to be **no correlation** with income.
\- Support for the Swedish People's Party is `near 0% in most municiplaities`. In the remaining few municipalties, however, their support can range from `a few percentage points` to `over 75%`. There also seems to be **no correlation** with income.
\- Support for the Christian Democrats mostly ranges `from 0% to 10%` and **does not seem to correlate** with income.
\- Support for Movement Now mostly ranges `from 0% to 5%` and seems to **correlate positively** with income.
Let us now look at the correlation between different income types and support for the above parties using a `heatmap`. We can draw the heatmap using the following code:
```R
income_and_voting_columns <- c("Tulot", "Mediaanitulot", "Ansiotulot", "Pääomatulot", "Tulot_miinus_verot", "SDP", "PS", "KOK", "KESK", "VIHR", "VAS", "RKP", "KD", "LIIKE")
english_names <- c("Average Taxable Income", "Median Taxable Income", "Average Earned Income", "Average Investment Income", "Average Income after Tax", "SDP", "PS", "KOK", "KESK", "VIHR", "VAS", "RKP", "KD", "LIIKE")
cor_matrix <- cor(df[income_and_voting_columns])
cor_data <- as.data.frame(as.table(cor_matrix))
cor_data$Var1 <- factor(cor_data$Var1, levels = income_and_voting_columns, labels = english_names)
cor_data$Var2 <- factor(cor_data$Var2, levels = income_and_voting_columns, labels = english_names)
ggplot(cor_data, aes(Var1, Var2, fill = Freq)) +
geom_tile(color = "white") +
geom_text(aes(label = round(Freq, 2)), color = "black", size = 4) +
scale_fill_gradient2(
low = "blue",
high = "red",
mid = "white",
midpoint = 0,
limit = c(-1, 1),
name = "Correlation"
) +
theme_minimal() +
labs(title = "Correlation Heatmap: Income Variables vs Party Support") +
theme(
axis.text.x = element_text(angle = 45, vjust = 1, hjust = 1),
axis.title.x = element_blank(),
axis.title.y = element_blank()
)
```
This is the resulting correlation heatmap:
<div style="display: flex; justify-content:center">
<img src="./plots/heatmap.png"/>
</div>
<br />
In the heatmap, we notice some of the previous correlations:
\- Municipalities with `higher incomes` appear to be more likely to support the National Coalition Party or the Green League. With the exception of average investment income, the `Pearson correlation coefficient` between the support for either party and any income metric is `greater than 0.5`.
\- Municipalities with `lower incomes` tend to support the Centre Party. With the exception of average investment income, the correlation coeffiecient between support for the party and income of any metric is `lower than -0.6`.
Let us now look at party support by electoral district by creating a stacked bar chart to show the composition of votes in different electoral districts. Notice that we do not have the population for each municipality, so calculating the support for a certain party in each electoral district can be tricky. However, a reasonable assumption we can make is that the voting population in each municipality is roughly the same as the number of people who are working and paying tax in that municipality. Thus, we can calculate the average support for a certain party in a certain electoral district by weighing the district's constituent muncipalities by their number of taxable income recipients. We do this using the following code:
```R
parties <- c("SDP", "PS", "KOK", "KESK", "VIHR", "VAS", "RKP", "KD", "LIIKE")
weighted_districts <- df %>%
group_by(Vaalipiiri) %>%
summarize(across(all_of(parties), ~ weighted.mean(., Tulonsaajia)))
weighted_districts_long <- weighted_districts %>%
pivot_longer(cols = all_of(parties), names_to = "Party", values_to = "Support")
ggplot(weighted_districts_long, aes(x = Vaalipiiri, y = Support, fill = Party)) +
geom_bar(stat = "identity") +
labs(
title = "Population-Weighted Average Voting Support by Electoral District",
x = "Electoral District",
y = "Weighted Average Support (%)",
fill = "Party"
) +
theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
theme_minimal()
```
This is the resulting stacked bar chart:
<div style="display: flex; justify-content:center">
<img src="./plots/stacked_bar_chart.png"/>
</div>
<br />
We notice that:
\- Support for the National Coalition Party is strongest in the electoral districts of Helsinki and Uusimaa, which are both located in Uusimaa, Finland's wealthiest and most urban region [1].
\- Support for the Centre Party is strongest in Lapland and Oulu, the two northernmost electoral districts of Finland. Most areas in these two districts are classified as rural by the Finnish Environment Institute [2]. Interestingly, support for the Finns Party also appears to be strongest in these two districts, and both party have roughly the same level of support in both districts.
\- The Social Democratic Party appears to have around a fifth of the votes in most electoral districts.
\- Support for the Swedish People's Party is insubstantial in most electoral districts. However, in Vaasa, their support amounts to around 20%.
\- No single party has a simple majority (50%) in any district. The most support a party has in one district is around 25%.
## Formulating Hypotheses and Conducting Tests
Based on the above observations, we want to test if there is statistical evidence for the following hypotheses:
\- Municipalities with `higher incomes` are more likely to support the National Coalition Party or the Green League.
\- Municipalities with `lower incomes` are more likely to support the Finns party or the Centre Party.
\- The National Coalition Party receives stronger support in `urban areas`, while the Centre Party and Finns party receive stronger support in `rural areas`.
\- Support for `SDP` appears to be around `20%` in most electoral districts.
\- Municipalities in Vaasa have substantially higher support for the Swedish People's Party than municipalities in other electoral districts.
Let us formulate each hypothesis more explicitly.
### 1. Municipalities with higher incomes are more likely to support the National Coalition Party.
For this hypothesis, we can perform **linear regression analysis**. Assuming that there is a linear relationship between income and support for the National Coalition Party, then:
$Y = \beta_0 + \beta_1X$, where:
$Y$: Support for the National Coalition Party
$X$: Income
$H_0$: There is no relationship between income and support for the National Coalition Party, i.e., $\beta_1 = 0$.
$H_A$: There is a positive relationship between income and support for the National Coalition Party, i.e., $\beta_1 >0$.
We can create the linear regression model as follows:
```R
model <- lm(KOK ~ Tulot_miinus_verot, data = df)
summary(model)
```
The above code outputs:
```
Call:
lm(formula = KOK ~ Tulot_miinus_verot, data = df)
Residuals:
Min 1Q Median 3Q Max
-14.7911 -4.1130 -0.3091 3.5252 24.9767
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -2.206e+01 2.993e+00 -7.371 1.77e-12 ***
Tulot_miinus_verot 1.721e-03 1.393e-04 12.358 < 2e-16 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 6.211 on 291 degrees of freedom
Multiple R-squared: 0.3442, Adjusted R-squared: 0.3419
F-statistic: 152.7 on 1 and 291 DF, p-value: < 2.2e-16
```
The calculated slope is `1.721e-03`, which is indeed positive. The coefficient of determination is `0.3442`, meaning `34.42%` of the variability in support for the National Coalition Party can be explained by income. We can fit the linear regression line:
```R
ggplot(data = df, mapping = aes(x = Tulot_miinus_verot, y = KOK)) +
geom_point() +
geom_smooth(method = "lm") +
labs(
title = paste("Support for KOK against Average Income after Tax"),
x = paste("Average Income after Tax (euros)"),
y = paste("Support for KOK (%)"),
) +
theme_minimal()
```
<div style="display: flex; justify-content:center">
<img src="./plots/11.png"/>
</div>
<br />
Indeed, the line has a clear positive slope.
The `two-sided p-value` is less than `2e-16`, which is extremely small, so the `one-sided p-value` would also be lower than any commonly used threshold, and as such we reject $H_0$ and accept $H_A$. In other words, there is significant statistical evidence to suggest that municipalities with higher income are more likely to support the National Coalition Party.
### 2. Municipalities with higher incomes are more likely to support the Green League.
Again, we can perform **linear regression analysis**.
$H_0$: There is no relationship between income and support for the Green League, i.e., $\beta_1 = 0$.
$H_A$: There is a positive relationship between income and support for Green League, i.e., $\beta_1 >0$.
We create and summarise the linear regression model:
```R
model <- lm(VIHR ~ Tulot_miinus_verot, data = df)
summary(model)
```
The above code outputs:
```
Call:
lm(formula = VIHR ~ Tulot_miinus_verot, data = df)
Residuals:
Min 1Q Median 3Q Max
-8.2786 -1.0822 -0.3528 0.6284 9.2370
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -7.186e+00 8.838e-01 -8.131 1.24e-14 ***
Tulot_miinus_verot 4.815e-04 4.112e-05 11.710 < 2e-16 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 1.834 on 291 degrees of freedom
Multiple R-squared: 0.3203, Adjusted R-squared: 0.3179
F-statistic: 137.1 on 1 and 291 DF, p-value: < 2.2e-16
```
The calculated slope is `4.815e-04`, which is positive. The coefficient of determination is `0.3203`, meaning that roughly `32%` of the variability in support for the Green League can be explained by income. Again, we can fit the linear regression line:
<div style="display: flex; justify-content:center">
<img src="./plots/12.png"/>
</div>
<br />
Again, since the `two-sided p-value` is less than `2e-16`, which is extremely small, the `one-sided p-value` would also be lower than any commonly used threshold, so we reject $H_0$ and accept $H_A$. In other words, there is significant statistical evidence to suggest that there is a positive relationship between a municipality's average income after taxes and their support for the Green League.
### 3. Municipalities with lower incomes are more likely to support the Finns Party.
$H_0$: There is no relationship between income and support for the Finns Party, i.e., $\beta_1 = 0$.
$H_A$: There is a negative relationship between income and support for the Finns Party, i.e., $\beta_1 < 0$.
We again perform **linear regression analysis**:
```R
model <- lm(PS ~ Tulot_miinus_verot, data = df)
summary(model)
```
The above code outputs:
```
Call:
lm(formula = PS ~ Tulot_miinus_verot, data = df)
Residuals:
Min 1Q Median 3Q Max
-23.5736 -3.1454 0.0858 3.6998 27.6090
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 39.4438263 3.2467606 12.149 < 2e-16 ***
Tulot_miinus_verot -0.0006924 0.0001511 -4.583 6.8e-06 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 6.737 on 291 degrees of freedom
Multiple R-squared: 0.06732, Adjusted R-squared: 0.06412
F-statistic: 21.01 on 1 and 291 DF, p-value: 6.804e-06
```
The calculated slope is `-0.0006924`, which is indeed negative. The coefficient of determination is `0.06732`, indicating that `6.7%` of of the variability in support for the Finns Party can be explained by income. Since the `two-sided p-value`, `6.8e-06`, is incredibly small, we reject the null nypothesis and conclude that there is a negative relationship between income and support for the Finns Party. However, since both the slope of the linear regression line and the coeffiecient of determination are small, this negative relationship is not a strong one. In other words, the effect of income on the support for the Finns Party is negative but limited.
### 4. Municipalities with lower incomes are more likely to support the Centre Party.
$H_0$: There is no relationship between income and support for the Centre Party, i.e., $\beta_1 = 0$.
$H_A$: There is a negative relationship between income and support for the Centre Party, i.e., $\beta_1 < 0$.
We perform linear regression analysis:
```R
model <- lm(KESK ~ Tulot_miinus_verot, data = df)
summary(model)
```
The above code outputs:
```
Call:
lm(formula = KESK ~ Tulot_miinus_verot, data = df)
Residuals:
Min 1Q Median 3Q Max
-25.681 -6.390 -0.056 6.163 50.077
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 89.5518042 4.9520159 18.08 <2e-16 ***
Tulot_miinus_verot -0.0031380 0.0002304 -13.62 <2e-16 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 10.28 on 291 degrees of freedom
Multiple R-squared: 0.3893, Adjusted R-squared: 0.3872
F-statistic: 185.5 on 1 and 291 DF, p-value: < 2.2e-16
```
The coefficient of determination is `0.3893`, indicating that `38.93%` of the variability in support for the Centre Party can be explained by income after taxes. The two-sided p-value is extremely small (less than < 2e-16), so the one-sded p-value is even smaller, and we again reject the null hypothesis. Indeed, plotting the linear regression line shows a clear downwards trend:
<div style="display: flex; justify-content:center">
<img src="./plots/13.png"/>
</div>
<br />
### 5. The National Coalition Party receives stronger support from urban areas.
Before we can start testing this hypothesis, we need to classify municipalities as either urban or rural. We shall use the list at https://en.wikipedia.org/wiki/List_of_urban_areas_in_Finland_by_population as reference; any municipality included in this list will be considered urban and every other municipality will be considered rural.
```R
urban_areas <- c(
"Helsinki", "Tampere", "Turku", "Oulu", "Jyväskylä", "Lahti", "Kuopio", "Pori",
"Joensuu", "Vaasa", "Lappeenranta", "Rovaniemi", "Seinäjoki", "Hämeenlinna",
"Porvoo", "Kotka", "Kouvola", "Hyvinkää", "Mikkeli", "Kokkola", "Rauma", "Lohja",
"Kajaani", "Salo", "Riihimäki", "Imatra", "Kemi", "Forssa", "Jakobstad",
"Savonlinna", "Kirkkonummi", "Raahe", "Varkaus", "Valkeakoski", "Tornio",
"Hamina", "Iisalmi", "Mariehamn", "Nummela", "Heinola", "Ilmajoki", "Kurikka",
"Pieksämäki", "Ylivieska", "Jämsä", "Nastola", "Mäntsälä", "Siilinjärvi", "Lapua",
"Uusikaupunki", "Vammala", "Söderkulla", "Pargas", "Orimattila", "Loimaa", "Ekenäs",
"Kauhajoki", "Äänekoski", "Paimio", "Toijala", "Kuusamo", "Laukaa", "Karis",
"Kankaanpää", "Nurmijärvi", "Turenki", "Mänttä", "Karkkila", "Hanko",
"Rajamäki", "Muurame", "Muhos", "Loviisa", "Lieksa", "Joutseno", "Kyröskoski",
"Parola", "Lauttakylä", "Laihia", "Kalajoki", "Iin Hamina", "Jokela", "Eura",
"Orivesi", "Veikkola", "Kyläsaari", "Pihlava", "Vuokatti", "Keuruu", "Valkeala",
"Myllykoski", "Kiiminki", "Laitila", "Toivala", "Vuorela", "Kauhava", "Vuores",
"Nivala", "Oulainen", "Kuhmo", "Liminka", "Viiala", "Suonenjoki"
)
df$Type <- ifelse(df$Alue %in% urban_areas, "urban", "rural")
```
Let us denote $\mu_{urban}$ as the mean level of support (for the National Coalition Party, in this case) across all urban municipalities and $\mu_{rural}$ as the mean level of support for the party across all rural municipalities.
$H_0$: There is no difference in support for the National Coalition Party between urban and rural municipalities, i.e. $\mu_{urban} = \mu_{rural}$.
$H_A$: Support for the National Coalition Party is greater in urban municipalities, i.e., $\mu_{urban} > \mu_{rural}$.
We can use a **2-sample t-test** in this case:
```R
urban_support <- df$KOK[df$Type == "urban"]
rural_support <- df$KOK[df$Type == "rural"]
result <- t.test(urban_support, rural_support, alternative = "greater", conf.level = 0.99)
print(result)
```
The test code outputs:
```
Welch Two Sample t-test
data: urban_support and rural_support
t = 3.9402, df = 168.36, p-value = 5.954e-05
alternative hypothesis: true difference in means is greater than 0
99 percent confidence interval:
1.384947 Inf
sample estimates:
mean of x mean of y
17.22877 13.80000
```
The p-value, 5.954e-05, is much smaller than any common significance value. The calculated average support for the National Coalition Party across urban municipalities, 17.23%, is also reasonably higher than the average support for the party across rural municipalities, 13.8%. The 99% confidence interval does not contain zero either. Thus, we reject the null hypothesis.
### 6. The Centre Party receives stronger support from rural areas.
$H_0$: There is no difference in support for the Centre Party between urban and rural municipalities, i.e. $\mu_{urban} = \mu_{rural}$.j
$H_A$: Support for the Centre Party is greater in rural municipalities, i.e., $\mu_{urban} < \mu_{rural}$.
Again, let us use a **2-sample t-test**.
```R
urban_support <- df$KESK[df$Type == "urban"]
rural_support <- df$KESK[df$Type == "rural"]
result <- t.test(urban_support, rural_support, alternative = "less", conf.level = 0.99)
print(result)
```
The test code outputs:
```
Welch Two Sample t-test
data: urban_support and rural_support
t = -4.824, df = 147.37, p-value = 1.738e-06
alternative hypothesis: true difference in means is less than 0
99 percent confidence interval:
-Inf -3.868026
sample estimates:
mean of x mean of y
16.93836 24.48636
```
The average support for the Centre Party across urban municipalities is about 16.94%, but in rural municipalities the figure is much higher at 24.49%. Since the 99% confidence interval does not include zero and the p-value, 1.738e-06, is much less than our significance level of 0.01, we reject the null hypothesis.
### 7. PS receives stronger support from rural areas.
We also use a **2-sample t-test** in this case.
$H_0$: $\mu_{urban} = \mu_{rural}$
$H_A$: $\mu_{urban} < \mu_{rural}$
This is the test code:
```R
urban_support <- df$PS[df$Type == "urban"]
rural_support <- df$PS[df$Type == "rural"]
result <- t.test(urban_support, rural_support, alternative = "less", conf.level = 0.99)
print(result)
```
The code outputs:
```
Welch Two Sample t-test
data: urban_support and rural_support
t = -0.54051, df = 157.19, p-value = 0.2948
alternative hypothesis: true difference in means is less than 0
99 percent confidence interval:
-Inf 1.504662
sample estimates:
mean of x mean of y
24.33562 24.78500
```
The p-value, 0.2948, is not smaller than our significance level of 0.01. The average support for the Finns Party across urban municipalities is 24.34%, which is virtually the same as the average support for the party across rural municipalities. Thus, we fail to reject $H_0$.
### 8. Support for the Social Democratic Party is uniform across electoral districts at 20%.
Let us denote $\mu$ as the average support for the SDP across electoral districts.
$H_0$: $\mu = 20%$
$H_A$: $\mu \neq 20%$
We shall use a **one-sample t-test**.
This is the test code:
```R
weighted <- df %>%
group_by(Vaalipiiri) %>%
summarise(weighted_sdp_support = sum(SDP * Tulonsaajia) / sum(Tulonsaajia))
result <- t.test(weighted$weighted_sdp_support, mu = 20, conf.level = 0.99)
print(result)
```
The code outputs:
```
One Sample t-test
data: weighted$weighted_sdp_support
t = 0.16673, df = 11, p-value = 0.8706
alternative hypothesis: true mean is not equal to 20
99 percent confidence interval:
16.28294 24.13878
sample estimates:
mean of x
20.21086
```
The p-value is 0.8706, which is not less than our significance level of 0.01. Thus, we should fail to reject the null hypothesis. In other words, we cannot conclude that SDP has uniform support at 20% at every electoral district.
### 9. Municipalities in Vaasa have substantially higher support for the Swedish People's Party than municipalities in other electoral districts.
Let us denote $\mu_{Vaasa}$ as the average unweighted support for the Swedish People's party across municipalities in Vaasa and $\mu_{Other}$ as the average unweighted support for the party across municipalities in other electoral districts.
$H_0$: $\mu_{Vaasa} = \mu_{Other}$
$H_A$: $\mu_{Vaasa} > \mu_{Other}$
We shall use a **2-sample t-test**. This is the test code:
```R
vaasa <- df$RKP[df$Vaalipiiri == "Vaasa"]
other <- df$RKP[df$Vaalipiiri != "Vaasa"]
result <- t.test(vaasa, othery, alternative = "greater", conf.level = 0.99)
print(result)
```
Result:
```
Welch Two Sample t-test
data: vaasa and other
t = 3.6727, df = 39.87, p-value = 0.0003523
alternative hypothesis: true difference in means is greater than 0
99 percent confidence interval:
5.939094 Inf
sample estimates:
mean of x mean of y
19.580000 2.117391
```
The p-value is 0.0003523, much smaller than our significance level of 0.01. Thus, we reject the null hypothesis and accept the alternative hypothesis that the Swedish People's Party receives much more support in Vaasa's municipalities than municipalities in other electoral districts.
## Summary
In this report, we analysed Finnish citizens' voting behaviour by taking into account their income metrics across municipalities countrywide in addition to their geographic locations. We found statistically significant evidences, at 99% confidence, that:
\- Municipalities with higher income are more likely to support the National Coalition Party or the Green League.
\- There is a negative but very limited relationship between a municipality's income and their support for the Finns Party.
\- Municipalities with lower income are also more likely to support the Centre Party.
\- The National Coalition Party tends to receive higher support in urban municipalities.
\- The Centre Party, on the other hand, receives higher support in rural municiplaities.
\- The Swedish People's Party receives significantly more support in the municipalities of Vaasa than in the municipalities of other electoral districts.
## References
[1] https://www.statista.com/statistics/1150699/finland-gross-domestic-product-gdp-per-capita-by-region/
[2] https://www.syke.fi/en-US/Current/Updated_urbanrural_classification_Finlan(57443)
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# Loading and Merging Datasets
income <- read.csv("tulot2017.csv", encoding = "latin1")
str(income)
finland <- read.csv("ek2023.csv", encoding = "latin1")
str(finland)
df <- merge(finland, income, by = "Alue")
colnames(df)
# Loading Libraries
library(tidyverse)
library(ggplot2)
# Explorative Data Analysis
## Scatterplots
ggplot(data = df, mapping = aes(x = Tulot, y = SDP)) +
geom_point() +
labs(
x = "Average Taxable Income (euros)",
y = "Support for the SDP (%)"
)
plot_income_against_support <- function(income_type, party) {
income_type_english <- ""
if (income_type == "Tulot") {
income_type_english <- "Average Taxable Income"
} else if (income_type == "Mediaanitulot") {
income_type_english <- "Median Taxable Income"
} else if (income_type == "Ansiotulot") {
income_type_english <- "Average Earned Income"
} else if (income_type == "Pääomatulot") {
income_type_english <- "Average Investment Income"
} else if (income_type == "Tulot_miinus_verot") {
income_type_english <- "Average Income after Tax"
}
ggplot(data = df, mapping = aes(x = .data[[income_type]], y = .data[[party]])) +
geom_point() +
labs(
title = paste("Support for", party, "against", income_type_english),
x = paste(income_type_english, "(euros)"),
y = paste("Support for", party, "(%)"),
) +
theme_minimal()
}
plot_income_against_support("Tulot_miinus_verot", "SDP")
plot_income_against_support("Tulot_miinus_verot", "PS")
plot_income_against_support("Tulot_miinus_verot", "KOK")
plot_income_against_support("Tulot_miinus_verot", "KESK")
plot_income_against_support("Tulot_miinus_verot", "VIHR")
plot_income_against_support("Tulot_miinus_verot", "VAS")
plot_income_against_support("Tulot_miinus_verot", "RKP")
plot_income_against_support("Tulot_miinus_verot", "KD")
plot_income_against_support("Tulot_miinus_verot", "LIIKE")
## Heatmap
income_and_voting_columns <- c("Tulot", "Mediaanitulot", "Ansiotulot", "Pääomatulot", "Tulot_miinus_verot", "SDP", "PS", "KOK", "KESK", "VIHR", "VAS", "RKP", "KD", "LIIKE")
english_names <- c("Average Taxable Income", "Median Taxable Income", "Average Earned Income", "Average Investment Income", "Average Income after Tax", "SDP", "PS", "KOK", "KESK", "VIHR", "VAS", "RKP", "KD", "LIIKE")
cor_matrix <- cor(df[income_and_voting_columns])
cor_data <- as.data.frame(as.table(cor_matrix))
cor_data$Var1 <- factor(cor_data$Var1,
levels = income_and_voting_columns, labels =
english_names
)
cor_data$Var2 <- factor(cor_data$Var2,
levels = income_and_voting_columns, labels =
english_names
)
ggplot(cor_data, aes(Var1, Var2, fill = Freq)) +
geom_tile(color = "white") +
geom_text(aes(label = round(Freq, 2)), color = "black", size = 4) +
scale_fill_gradient2(
low = "blue",
high = "red",
mid = "white",
midpoint = 0,
limit = c(-1, 1),
name = "Correlation"
) +
theme_minimal() +
theme(
axis.text.x = element_text(angle = 45, vjust = 1, hjust = 1),
axis.title.x = element_blank(),
axis.title.y = element_blank()
)
## Stacked bar chart
parties <- c("SDP", "PS", "KOK", "KESK", "VIHR", "VAS", "RKP", "KD", "LIIKE")
weighted_districts <- df %>%
group_by(Vaalipiiri) %>%
summarize(across(all_of(parties), ~ weighted.mean(., Tulonsaajia)))
weighted_districts_long <- weighted_districts %>%
pivot_longer(cols = all_of(parties), names_to = "Party", values_to = "Support")
ggplot(weighted_districts_long, aes(x = Vaalipiiri, y = Support, fill = Party)) +
geom_bar(stat = "identity") +
labs(
x = "Electoral District",
y = "Weighted Average Support (%)",
fill = "Party"
) +
theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
theme_minimal()
# Hypothesis 1
model <- lm(KOK ~ Tulot_miinus_verot, data = df)
summary(model)
ggplot(data = df, mapping = aes(x = Tulot_miinus_verot, y = KOK)) +
geom_point() +
geom_smooth(method = "lm") +
labs(
x = "Average Income after Tax (euros)",
y = "Support for KOK (%)",
) +
theme_minimal()
# Hypothesis 2
model <- lm(VIHR ~ Tulot_miinus_verot, data = df)
summary(model)
ggplot(data = df, mapping = aes(x = Tulot_miinus_verot, y = VIHR)) +
geom_point() +
geom_smooth(method = "lm") +
labs(
x = "Average Income after Tax (euros)",
y = "Support for VIHR (%)",
) +
theme_minimal()
# Hypothesis 3
model <- lm(PS ~ Tulot_miinus_verot, data = df)
summary(model)
# Hypothesis 4
model <- lm(KESK ~ Tulot_miinus_verot, data = df)
summary(model)
ggplot(data = df, mapping = aes(x = Tulot_miinus_verot, y = KESK)) +
geom_point() +
geom_smooth(method = "lm") +
labs(
x = "Average Income after Tax (euros)",
y = "Support for KESK (%)",
) +
theme_minimal()
# Hypothesis 5
urban_areas <- c(
"Helsinki", "Tampere", "Turku", "Oulu", "Jyväskylä", "Lahti", "Kuopio", "Pori",
"Joensuu", "Vaasa", "Lappeenranta", "Rovaniemi", "Seinäjoki", "Hämeenlinna",
"Porvoo", "Kotka", "Kouvola", "Hyvinkää", "Mikkeli", "Kokkola", "Rauma", "Lohja",
"Kajaani", "Salo", "Riihimäki", "Imatra", "Kemi", "Forssa", "Jakobstad",
"Savonlinna", "Kirkkonummi", "Raahe", "Varkaus", "Valkeakoski", "Tornio",
"Hamina", "Iisalmi", "Mariehamn", "Nummela", "Heinola", "Ilmajoki", "Kurikka",
"Pieksämäki", "Ylivieska", "Jämsä", "Nastola", "Mäntsälä", "Siilinjärvi", "Lapua",
"Uusikaupunki", "Vammala", "Söderkulla", "Pargas", "Orimattila", "Loimaa", "Ekenäs",
"Kauhajoki", "Äänekoski", "Paimio", "Toijala", "Kuusamo", "Laukaa", "Karis",
"Kankaanpää", "Nurmijärvi", "Turenki", "Mänttä", "Karkkila", "Hanko",
"Rajamäki", "Muurame", "Muhos", "Loviisa", "Lieksa", "Joutseno", "Kyröskoski",
"Parola", "Lauttakylä", "Laihia", "Kalajoki", "Iin Hamina", "Jokela", "Eura",
"Orivesi", "Veikkola", "Kyläsaari", "Pihlava", "Vuokatti", "Keuruu", "Valkeala",
"Myllykoski", "Kiiminki", "Laitila", "Toivala", "Vuorela", "Kauhava", "Vuores",
"Nivala", "Oulainen", "Kuhmo", "Liminka", "Viiala", "Suonenjoki"
)
df$Type <- ifelse(df$Alue %in% urban_areas, "urban", "rural")
urban_support <- df$KOK[df$Type == "urban"]
rural_support <- df$KOK[df$Type == "rural"]
result <- t.test(urban_support, rural_support, alternative = "greater", conf.level = 0.99)
print(result)
# Hypothesis 6
urban_support <- df$KESK[df$Type == "urban"]
rural_support <- df$KESK[df$Type == "rural"]
result <- t.test(urban_support, rural_support, alternative = "less", conf.level = 0.99)
print(result)
# Hypothesis 7
urban_support <- df$PS[df$Type == "urban"]
rural_support <- df$PS[df$Type == "rural"]
result <- t.test(urban_support, rural_support, alternative = "less", conf.level = 0.99)
print(result)
# Hypothesis 8
weighted <- df %>%
group_by(Vaalipiiri) %>%
summarise(weighted_sdp_support = sum(SDP * Tulonsaajia) / sum(Tulonsaajia))
result <- t.test(weighted$weighted_sdp_support, mu = 20, conf.level = 0.99)
print(result)
# Hypothesis 9
vaasa <- df$RKP[df$Vaalipiiri == "Vaasa"]
other <- df$RKP[df$Vaalipiiri != "Vaasa"]
result <- t.test(vaasa, other, alternative = "greater", conf.level = 0.99)
print(result)
ek2023.csv
+294
View File
@@ -0,0 +1,294 @@
"Alue","SDP","PS","KOK","KESK","VIHR","VAS","RKP","KD","PIR","FP","LIBE","SKP","EOP","SKE","AP","KaL","KL","KRIP","LIIKE","SML","VKK","VL","Muut","Vaalipiiri"
"Helsinki",20.9,11.3,26.4,1.6,15.3,11.8,5.1,1.9,0.3,0.1,0.9,0.2,0.2,0.1,0.2,0,0.2,0.2,2.3,0,0.3,0.8,0,"Helsinki"
"Askola",16.4,30.8,18.8,15.1,2.7,3.2,2.9,2.5,0.1,0.1,0.2,0,0.2,0,0,0.1,0,0.2,4.6,0.4,0.4,1.3,0,"Uusimaa"
"Espoo",16.9,12.5,36.8,2.7,10.8,3.6,7.5,3.1,0.1,0.1,1.3,0.1,0.1,0,0,0,0,0.1,2.9,0.2,0.3,0.6,0,"Uusimaa"
"Hanko",28.5,16.6,10.8,1.5,3.4,4.1,27.6,2.8,0.1,0,0.3,0.1,0.2,0,0,0,0,0.2,2.8,0.2,0.3,0.4,0.1,"Uusimaa"
"Vantaa",23.7,20,24.5,3.7,8.1,6,2.6,3.8,0.2,0.1,0.8,0.1,0.1,0,0,0,0,0.2,4.3,0.3,0.4,0.9,0.1,"Uusimaa"
"Hyvinkää",25.2,24.9,21.2,5.8,5.6,5.1,1,3.8,0.1,0.1,0.5,0.1,0.1,0,0,0,0,0.2,4.4,0.4,0.4,1.1,0.1,"Uusimaa"
"Inkoo",11,10.7,11,0.9,3.3,1.9,56,1.9,0,0.1,0.3,0,0.3,0.1,0,0,0.1,0.1,1.3,0.1,0.1,0.7,0.1,"Uusimaa"
"Järvenpää",24.7,21.4,23.3,6,7.3,5.2,1.2,4.2,0.1,0.1,0.7,0.1,0.1,0,0,0,0.1,0.2,4,0.3,0.3,0.8,0.1,"Uusimaa"
"Karkkila",17.6,25.7,15.6,7.9,3.5,19.2,1,3,0,0,0.3,0.1,0.1,0,0,0,0,0.2,3.8,0.3,0.3,1.3,0.1,"Uusimaa"
"Kauniainen",8.1,7.9,39.3,1.7,5.7,1.7,29.8,2.5,0.1,0,0.6,0,0,0,0,0,0,0.1,1.8,0.2,0.1,0.4,0,"Uusimaa"
"Kerava",22.3,21.8,22.5,5.8,7.5,8.2,1.4,3.8,0.1,0,0.7,0.1,0.1,0.1,0,0,0.1,0.1,3.9,0.3,0.4,0.8,0.1,"Uusimaa"
"Kirkkonummi",15,18.1,24.2,2.8,10.3,3.1,17.7,2.8,0.1,0.1,0.6,0,0.2,0,0,0,0,0.2,3.3,0.2,0.2,0.9,0.1,"Uusimaa"
"Lapinjärvi",12.3,20.3,13.8,11.8,4.2,1.9,27.6,2.5,0,0.1,0.4,0.3,0.4,0,0,0,0,0.1,2.8,0.7,0.1,0.7,0.1,"Uusimaa"
"Loviisa",17.4,15.1,9.7,3.2,2.9,3.4,40.8,1.8,0,0,0.3,0.1,0.2,0,0,0,0,0.1,3.4,0.3,0.2,1,0,"Uusimaa"
"Lohja",25,22.8,18.5,7.1,4.6,5.5,3.1,6.3,0,0,0.4,0.1,0.2,0,0,0,0,0.2,4,0.3,0.3,1.2,0.1,"Uusimaa"
"Myrskylä",12.9,25.9,29.1,12.3,2.9,2.1,6.9,2.7,0.1,0,0.1,0,0.1,0,0,0,0,0.1,2.6,0.5,0.5,1.1,0,"Uusimaa"
"Mäntsälä",18.6,30.2,20.6,11.9,3.9,3.2,1.1,3.8,0.1,0.1,0.4,0,0.2,0,0,0,0,0.1,3.9,0.3,0.4,1.2,0.1,"Uusimaa"
"Nurmijärvi",17.3,25.2,25.9,9.4,5.6,2.9,1.4,4.3,0.1,0.1,0.5,0,0.1,0,0,0,0.1,0.2,4.9,0.3,0.4,1.1,0.1,"Uusimaa"
"Pornainen",19,32.6,17.3,12.6,3.7,2.7,1.5,3.2,0.1,0,0.4,0,0.2,0,0,0,0.1,0.1,4.8,0.3,0.4,1,0,"Uusimaa"
"Pukkila",12.3,31.3,18.6,22.1,3.6,2.3,1.1,1.6,0,0.2,0.2,0.3,0.2,0.1,0,0,0,0,4.2,0.6,0,1.3,0,"Uusimaa"
"Porvoo",19.7,14.5,18.3,3.7,5.2,4.8,24.7,2.5,0.1,0.1,0.4,0.1,0.2,0,0,0,0,0.2,4.3,0.2,0.2,0.8,0,"Uusimaa"
"Raasepori",25.9,7.8,6.5,1.2,3.6,3.3,45.8,1.3,0,0.1,0.2,0.1,0.1,0.1,0,0,0,0.1,2.5,0.2,0.3,0.9,0.1,"Uusimaa"
"Sipoo",12.4,15.8,26.9,3.3,5.9,2.8,21.8,2.8,0.1,0.1,0.4,0.1,0.1,0,0,0,0,0.2,5.6,0.2,0.2,1.1,0,"Uusimaa"
"Siuntio",15.5,18.8,16.9,3.8,5.5,2.8,28.2,2.4,0.1,0,0.5,0,0.1,0,0,0,0,0,4,0.2,0.3,0.8,0.1,"Uusimaa"
"Tuusula",17.4,24.7,25,11.2,5.4,3.8,1.4,3.9,0.1,0.1,0.6,0.1,0.1,0,0,0,0.1,0.1,4.3,0.3,0.4,1,0.1,"Uusimaa"
"Vihti",20.5,24.2,22.3,10.3,5.1,4.1,2,4.8,0.1,0.1,0.5,0.1,0.1,0.1,0,0,0.1,0.2,4.1,0.3,0.3,0.9,0.1,"Uusimaa"
"Aura",14.3,29.3,22.3,14.1,3.2,8.1,0.6,3.8,0,0,0.2,0,0.1,0,0,0,0,0.2,2.7,0,0.2,0.9,0,"Varsinais-Suomi"
"Kaarina",18.5,19.2,28.9,4.4,8.6,9.4,3.7,3.3,0,0,0.3,0,0.1,0,0,0,0,0.2,2.3,0.1,0.3,0.7,0,"Varsinais-Suomi"
"Koski Tl",10.6,25.2,17.3,32.4,2.4,4.7,0.5,1.5,0,0,0.2,0,0.1,0,0,0,0,0,3.1,0.2,0.5,1.2,0,"Varsinais-Suomi"
"Kustavi",13,19.1,40.7,11.2,3.1,5.8,1.4,3.4,0,0,0,0.2,0,0,0,0,0,0.2,1.1,0.2,0,0.8,0,"Varsinais-Suomi"
"Kemiönsaari",13.1,9,6,4.2,2.4,9,52.8,1.2,0,0,0,0,0.1,0,0,0,0,0.1,1.1,0,0.3,0.6,0,"Varsinais-Suomi"
"Laitila",13.1,29.7,16,25.8,2.4,4.5,0.3,4.3,0,0,0.2,0,0.2,0,0,0,0,0.1,2.1,0.2,0.1,1,0,"Varsinais-Suomi"
"Lieto",16.1,23.9,26.2,10,6.7,8.2,1.3,3.6,0,0,0.4,0,0.1,0,0,0,0,0.1,2.5,0.1,0.1,0.7,0,"Varsinais-Suomi"
"Loimaa",14,25.6,18.4,22.2,2,9.7,0.3,3.1,0,0,0.3,0.2,0,0,0,0,0,0.1,2.1,0.1,0.3,1.5,0,"Varsinais-Suomi"
"Parainen",10.2,10.9,12.4,2.4,3.7,7.9,48,1.7,0,0,0.2,0,0.1,0,0,0,0,0.4,1.3,0,0.1,0.6,0,"Varsinais-Suomi"
"Marttila",8.5,31.8,19.8,25.6,2,5.1,0.5,2.6,0,0,0.4,0.1,0,0,0,0,0,0.1,2.3,0.1,0.3,0.7,0,"Varsinais-Suomi"
"Masku",15.3,28.3,24.7,8.6,6.3,6.5,0.9,5.1,0,0,0.3,0,0.1,0,0,0,0,0.1,2.5,0.1,0.2,0.8,0,"Varsinais-Suomi"
"Mynämäki",15.3,29,15.6,17.8,3.3,9.6,0.7,4.4,0,0,0.2,0.1,0.1,0,0,0,0,0.1,2.5,0.2,0.3,0.9,0,"Varsinais-Suomi"
"Naantali",16.1,21.7,35,7.7,5.3,7.1,1.4,2.5,0,0,0.3,0,0.2,0,0,0,0,0.1,1.4,0.1,0.2,0.9,0,"Varsinais-Suomi"
"Nousiainen",14.8,32,18.9,13.3,3.6,8.9,0.6,3.9,0,0,0.3,0,0,0,0,0,0,0,2.5,0.1,0.1,0.9,0,"Varsinais-Suomi"
"Oripää",9.4,28.3,14.6,31.9,1.5,6.2,1.2,3.1,0,0,0.1,0,0,0,0,0,0,0.3,1.2,0,0.6,1.5,0,"Varsinais-Suomi"
"Paimio",18.7,20.5,24.8,11.9,6.2,8.6,0.9,3.8,0,0,0.4,0,0.1,0,0,0,0,0.1,3.1,0.1,0.3,0.4,0,"Varsinais-Suomi"
"Pyhäranta",21.8,31.9,13.3,17.3,2.1,4.4,0.3,2.9,0,0,0.2,0.1,0,0,0,0,0,0.3,2.9,0.2,0.2,2.2,0,"Varsinais-Suomi"
"Pöytyä",11.5,30.8,22,20.5,2,6.2,0.4,2.7,0,0,0.3,0,0,0,0,0,0,0.1,2.1,0.1,0.3,0.9,0,"Varsinais-Suomi"
"Raisio",22.7,23.4,24.2,4.7,5.9,10.4,1.3,3.5,0,0,0.4,0,0.1,0,0,0,0,0.1,2.3,0.1,0.2,0.7,0,"Varsinais-Suomi"
"Rusko",16.6,26.2,24.2,11.1,4.6,8.2,1,3.5,0,0,0.4,0,0.1,0,0,0,0,0.2,3,0.1,0.2,0.8,0,"Varsinais-Suomi"
"Salo",24.1,24.6,19.7,11.6,3.8,7,1,2.7,0,0,0.4,0,0.1,0,0,0,0,0.1,3.7,0.1,0.2,0.8,0.1,"Varsinais-Suomi"
"Sauvo",14,24.8,20.5,19.2,5.3,7.7,1.5,3,0,0,0.5,0,0,0,0,0,0,0.1,2.9,0.1,0.1,0.5,0,"Varsinais-Suomi"
"Somero",12.8,31.8,11.9,30.5,2,4.7,0.3,2.2,0,0,0.2,0,0.1,0,0,0,0,0.1,1.8,0.1,0.3,1.1,0,"Varsinais-Suomi"
"Taivassalo",9.1,23,40.3,13.6,2,5.7,0.6,2.3,0,0,0.2,0,0,0,0,0,0,0,1.2,0.8,0.2,1.2,0,"Varsinais-Suomi"
"Turku",18.8,14.9,24.3,3.5,10.3,16.9,4.8,2.5,0,0,0.6,0,0.1,0,0,0,0,0.1,2.2,0.1,0.2,0.7,0,"Varsinais-Suomi"
"Uusikaupunki",23.1,26.4,15,20.4,2.1,6.4,0.6,2.2,0,0,0.3,0,0.1,0,0,0,0,0.2,1.8,0.2,0.2,1,0,"Varsinais-Suomi"
"Vehmaa",12.6,26.2,21.8,15.7,2.6,8.1,0.7,1.7,0,0,0.3,0.1,0.1,0,0,0,0,0.1,9.3,0.1,0.1,0.7,0,"Varsinais-Suomi"
"Eura",27.2,24,11.1,22.8,1.4,7.6,0.2,2.9,0.1,0,0,0,0,0,0,0,0,0,0.9,0,0.2,1.5,0,"Satakunta"
"Eurajoki",24.1,22.5,17.3,23.1,1.8,4.3,0.3,3.4,0,0,0,0,0,0,0,0,0,0,1.3,0,0.3,1.4,0,"Satakunta"
"Harjavalta",31.6,24.5,14.5,10.7,1.7,10.6,0.1,3.2,0,0,0,0,0,0,0,0,0,0,1.2,0,0.3,1.7,0,"Satakunta"
"Huittinen",13.6,36.9,12.4,24.7,1.5,4.6,0.2,2.9,0,0,0,0,0,0,0,0,0,0,1.7,0,0.1,1.3,0,"Satakunta"
"Jämijärvi",16.8,36.2,4.7,31.7,0.5,2.5,0,6.3,0,0,0,0,0,0,0,0,0,0,0.4,0,0,0.8,0,"Satakunta"
"Kankaanpää",18.6,39.5,6,25.5,1.4,4.3,0.1,3,0,0,0,0,0,0,0,0,0,0,0.6,0,0.2,0.7,0,"Satakunta"
"Karvia",10,39.5,6.3,38.1,0.4,1.7,0.7,1.8,0,0,0,0,0,0.1,0,0,0,0,0.5,0,0.1,0.6,0,"Satakunta"
"Kokemäki",19.9,32.1,12.5,21,1.2,7.7,0.3,2.6,0.1,0,0,0,0,0.1,0,0,0,0,1,0,0.1,1.4,0,"Satakunta"
"Merikarvia",18.9,36.9,8.8,25.4,1.3,4.3,0.2,1.8,0,0,0,0,0,0.2,0,0,0,0,0.7,0,0.3,1.3,0,"Satakunta"
"Nakkila",21.2,24.9,15.1,17.1,1.5,13.6,0.4,3,0.1,0,0,0,0,0,0,0,0,0,1.3,0,0.3,1.6,0,"Satakunta"
"Pomarkku",17.5,36,10.9,22.2,0.9,5.6,0.3,3.9,0,0,0,0,0,0,0,0,0,0,1.1,0,0.1,1.5,0,"Satakunta"
"Pori",23.6,25.4,19.8,7.6,3.7,11.5,0.4,3.6,0.1,0,0,0,0,0,0,0,0,0,2.6,0,0.2,1.3,0,"Satakunta"
"Rauma",34.3,20.6,21.9,9,3.3,5.2,0.4,2.7,0,0,0,0,0,0,0,0,0,0,1.3,0,0.2,1,0,"Satakunta"
"Siikainen",17.3,36.5,5,32.2,0.7,3.8,0,3.8,0.1,0,0,0,0,0,0,0,0,0,0.3,0,0.4,0.1,0,"Satakunta"
"Säkylä",21.8,25.9,15.4,26.2,2,4.7,0.3,1.7,0,0,0,0,0,0.1,0,0,0,0,0.8,0,0.1,1,0,"Satakunta"
"Ulvila",24.5,27.1,18,11.5,2.2,9.3,0.2,3.7,0,0,0,0,0,0.1,0,0,0,0,2.1,0,0.2,1.3,0,"Satakunta"
"Asikkala",14.1,24.9,20.6,22.8,3.4,3.8,0.1,7,0,0,0.1,0,0.1,0.3,0,0,0,0.2,1.7,0,0.2,0.5,0,"Häme"
"Forssa",29.3,24.2,18.5,10.8,3.3,6.8,0.2,3.8,0,0,0.2,0.1,0.2,0.2,0,0,0,0.1,1.6,0,0.3,0.5,0,"Häme"
"Hartola",18.3,26.2,17.6,23.7,1.9,2.9,0.1,5.6,0,0,0.2,0,0,0.2,0,0,0,0.5,1,0,0.7,1.2,0,"Häme"
"Hattula",21.9,26.3,23.2,8.4,4.6,4.6,0.2,5.1,0,0,0.5,0,0.2,0.2,0,0,0,0.1,3.8,0,0.3,0.7,0,"Häme"
"Hausjärvi",19.9,28.1,18.8,9.8,3.1,6.3,0.1,6.7,0,0,0.3,0.1,0.2,0.3,0,0,0,0.5,4.7,0,0.4,0.6,0,"Häme"
"Hollola",18.3,25.6,26.2,10.4,4.7,3.9,0.2,6.5,0.1,0,0.3,0,0.1,0.3,0,0,0,0.3,2.2,0,0.3,0.7,0,"Häme"
"Humppila",20.4,31.5,13.4,18.5,2.5,6,0,4.5,0,0,0.2,0,0.1,0.5,0,0,0,0.2,1.4,0,0.2,0.6,0,"Häme"
"Hämeenlinna",24.4,22.5,23.3,6.4,6.3,5.7,0.3,5.3,0,0,0.5,0,0.2,0.2,0,0,0,0.3,3.7,0,0.2,0.7,0,"Häme"
"Heinola",31.6,25.2,19.6,7.7,2.5,3.3,0.2,6.4,0,0,0.2,0,0.1,0.3,0,0,0,0.3,1.7,0,0.2,0.5,0,"Häme"
"Janakkala",24.6,25,18.3,10.1,4.8,5.5,0.2,5.3,0.1,0,0.4,0,0.2,0.2,0,0,0,0.4,3.7,0,0.4,0.9,0,"Häme"
"Jokioinen",17.6,33.2,12.7,16.1,2.9,11.5,0.1,2.8,0.1,0,0.2,0.1,0.2,0.2,0,0,0,0.1,1.6,0,0.2,0.5,0,"Häme"
"Kärkölä",22.1,29.2,22.9,10.1,2,4.6,0.6,3.5,0,0,0.2,0,0.4,0.6,0,0,0,0.3,2.4,0,0.4,0.7,0,"Häme"
"Lahti",25.5,23.2,22.6,5.2,5.4,6.2,0.4,5.9,0,0,0.5,0.1,0.3,0.4,0,0,0,0.2,3.2,0,0.2,0.8,0,"Häme"
"Loppi",16.6,23.5,24,14.4,2.8,6.8,0.2,3.3,0.1,0,0.2,0.1,0.2,0.2,0,0,0,0.2,6.4,0,0.3,0.8,0,"Häme"
"Orimattila",18.3,33.4,18.3,11.9,4.8,3.5,0.2,4.5,0.1,0,0.3,0.1,0.2,0.3,0,0,0,0.2,2.7,0,0.4,0.9,0,"Häme"
"Padasjoki",23.4,25.2,20.2,14,1.9,3.2,0.2,7.8,0,0,0.2,0.1,0.3,0.5,0,0,0,0.2,1.6,0,0.4,0.7,0,"Häme"
"Riihimäki",23.9,22,19.5,3.6,5,11.3,0.4,6.9,0.1,0,0.4,0.1,0.2,0.3,0,0,0,0.3,5,0,0.4,0.5,0,"Häme"
"Sysmä",18.6,24.8,21.6,23.3,1.1,2.9,0.1,4.5,0,0,0.2,0,0,0.1,0,0,0,0.4,1.4,0,0.3,0.7,0,"Häme"
"Tammela",19.1,25.8,20.1,20.3,2.5,5,0.1,4.4,0,0,0.1,0.1,0.1,0.1,0,0,0,0.2,1.4,0,0.1,0.6,0,"Häme"
"Ypäjä",13.9,31.4,16.1,21.4,2.6,6.4,0.2,4.1,0,0,0.4,0,0.2,0.2,0,0,0,0.2,2,0,0.5,0.5,0,"Häme"
"Akaa",28.7,25.2,18.7,7.1,4.5,5.2,0.1,4.8,0.1,0,0.7,0.2,0.2,0.1,0,0,0,0.2,2.9,0.2,0.2,0.9,0,"Pirkanmaa"
"Hämeenkyrö",19.1,27.7,12.8,22.1,2.5,5.9,0.1,5.4,0,0,0.3,0.1,0.2,0,0,0,0,0.2,1.9,0.1,0.2,1.4,0,"Pirkanmaa"
"Ikaalinen",19.8,25.1,13.7,21.3,2,3.6,0.1,10.5,0.1,0,0.3,0.2,0.2,0,0,0,0,0.2,1,0.1,0.3,1.6,0.1,"Pirkanmaa"
"Juupajoki",23.6,27.3,12.4,22.4,2.8,3.9,0.2,4.6,0.1,0,0.2,0.2,0,0,0,0,0,0,1.5,0.2,0.1,0.6,0,"Pirkanmaa"
"Kangasala",24.3,21.6,24.5,6.5,5.7,4.4,0.2,7.4,0.1,0,0.4,0.1,0.1,0,0,0,0,0.2,3,0.1,0.2,1,0,"Pirkanmaa"
"Kihniö",8.8,51,3.8,12.5,0.7,1.7,0,19.3,0,0,0.1,0,0,0,0,0,0,0.2,1.2,0.2,0.2,0.4,0,"Pirkanmaa"
"Lempäälä",21.8,22,26,7.4,6.6,4.4,0.1,6.3,0.1,0,0.6,0.1,0.1,0,0,0,0,0.1,3.1,0,0.1,1,0,"Pirkanmaa"
"Mänttä-Vilppula",35.1,22.3,8.5,21.2,1.4,3.7,0,4.5,0.1,0,0.2,0.1,0.1,0,0,0,0,0.2,1.3,0.1,0.2,0.8,0,"Pirkanmaa"
"Nokia",25.6,23.3,19.7,4.7,5.2,11.2,0.3,4.4,0.1,0,0.5,0.2,0.3,0,0,0,0,0.2,3,0.2,0.2,1,0,"Pirkanmaa"
"Orivesi",22.6,25.9,16.3,14.8,3.1,6.1,0.1,6.5,0,0,0.3,0.1,0.2,0,0,0,0,0.2,2,0.5,0.1,1.1,0,"Pirkanmaa"
"Parkano",12.8,26.6,7.1,9.8,0.8,2,0,37.6,0.1,0.1,0.1,0.1,0.2,0,0,0,0,0.2,0.6,0.1,0.3,1.7,0,"Pirkanmaa"
"Pirkkala",25.8,18.4,29,4.4,7.1,3.3,0.3,6.1,0.1,0,0.6,0,0.1,0,0,0,0,0.2,3.4,0.1,0,0.9,0,"Pirkanmaa"
"Punkalaidun",16.2,19.2,17,38.4,1.1,2.9,0.2,2.1,0,0,0.1,0.1,0.1,0,0,0,0,0.5,0.7,0.1,0.4,1,0,"Pirkanmaa"
"Pälkäne",21.6,23.9,24.3,11.9,3.4,3.9,0.1,5,0.1,0,0.3,0.1,0.2,0.1,0,0,0,0.2,3,0.2,0.3,1.3,0.1,"Pirkanmaa"
"Ruovesi",21.7,25,14.3,23.4,1.6,6.1,0.1,4.1,0.2,0,0.2,0.2,0.1,0,0,0,0,0.1,1.5,0.1,0,1.2,0.1,"Pirkanmaa"
"Sastamala",22.8,27.2,19.2,12.2,2.2,5.3,1.4,6.4,0.1,0,0.2,0.1,0.1,0,0,0,0,0.2,1.3,0.1,0.2,0.9,0,"Pirkanmaa"
"Tampere",27.6,15.8,22.9,3.6,11.1,8.5,0.3,4.4,0.2,0.1,0.9,0.2,0.2,0,0,0,0,0.2,2.7,0.1,0.2,0.8,0,"Pirkanmaa"
"Urjala",21.4,31.5,14.8,19.3,2.4,3,0.2,3,0.3,0,0.2,0.2,0.2,0,0,0,0,0.2,1.8,0.1,0.1,1.2,0,"Pirkanmaa"
"Valkeakoski",33.1,21.3,23.8,5.5,2.7,5.9,0.1,3.3,0.1,0,0.5,0.3,0.1,0,0,0,0,0.1,1.8,0.2,0.2,0.9,0,"Pirkanmaa"
"Vesilahti",18.2,23.7,20.9,16.8,4.5,3.2,0.3,6.4,0.1,0,0.4,0.1,0.2,0,0,0,0,0.3,2.8,0.2,0.2,1.6,0,"Pirkanmaa"
"Virrat",21.2,24,10.6,25.4,1.5,5.2,0.1,9.6,0,0,0.2,0.1,0.1,0,0,0,0,0.2,1.1,0.1,0.2,0.5,0,"Pirkanmaa"
"Ylöjärvi",23.2,27.8,20.4,8.3,4.7,4.8,0.2,5.1,0.1,0,0.3,0.1,0.2,0,0,0.1,0,0.2,3.2,0.1,0.2,1.1,0,"Pirkanmaa"
"Enonkoski",24.3,14.1,9.2,31.8,1.5,2.4,0.3,4.9,0,0,0,0,0,0,0,0,0,0.1,9.3,0,0.9,1.2,0,"Kaakkois-Suomi"
"Hamina",23.7,30.5,21.3,9,4.4,2.4,0.2,2.7,0,0,0.2,0.1,0,0,0,0,0.1,0.1,4.3,0,0.4,0.7,0,"Kaakkois-Suomi"
"Heinävesi",21.5,21.4,12.4,27.8,3,2.8,0.1,8.2,0,0,0.2,0.1,0.1,0,0,0,0,0.2,1.5,0,0.3,0.5,0,"Kaakkois-Suomi"
"Hirvensalmi",14.4,21.6,22.8,29.8,2.4,0.8,0,1.4,0,0,0.1,0.2,0,0,0,0,2.2,0.6,2.3,0,0.6,0.7,0,"Kaakkois-Suomi"
"Iitti",26.6,24,14.5,23.4,2.5,2.6,0.2,2.3,0,0,0.2,0.1,0.1,0.4,0,0,0,0.2,1.7,0,0.5,0.6,0,"Kaakkois-Suomi"
"Imatra",37.7,25.9,17.6,5.6,4.5,2.5,0.1,2.6,0,0,0.2,0.1,0,0,0,0,0.2,0.2,1.9,0,0.4,0.7,0,"Kaakkois-Suomi"
"Joroinen",26.8,22.1,14.4,20.4,1.6,2.6,0.1,9.5,0.3,0,0,0,0.1,0,0,0,0,0.2,1.3,0,0.2,0.4,0,"Kaakkois-Suomi"
"Juva",13.6,17.5,18.6,37.1,2.9,1,0.2,5.8,0,0,0.2,0.1,0,0,0,0,0.1,0.2,2,0,0.5,0.4,0,"Kaakkois-Suomi"
"Kangasniemi",30.2,17.5,13.9,27.4,2.5,1.3,0.1,3.9,0,0,0.1,0.1,0,0,0,0,0.1,0.2,1.5,0,0.6,0.8,0,"Kaakkois-Suomi"
"Kotka",28.4,25,22.7,2.9,4.7,8.4,0.7,3.3,0,0,0.3,0.3,0,0,0,0,0.1,0.1,1.8,0,0.5,1,0,"Kaakkois-Suomi"
"Kouvola",23,24.6,25.2,10.7,4.6,4.3,0.1,3.4,0,0,0.3,0.1,0,0,0,0,0.1,0.2,1.9,0,0.5,1.1,0,"Kaakkois-Suomi"
"Lappeenranta",24,20.7,24.5,11.7,8.2,3.9,0.1,3.1,0,0,0.4,0.1,0,0,0,0,0.1,0.2,1.9,0,0.5,0.7,0,"Kaakkois-Suomi"
"Lemi",15.4,27.9,18.4,25.8,4.7,1.5,0,2.6,0,0,0.2,0.1,0,0,0,0,0.1,0.2,2.2,0,0.4,0.5,0,"Kaakkois-Suomi"
"Luumäki",17,24.1,22.7,24.4,2.8,1.4,0.1,4.2,0,0,0.3,0.1,0,0,0,0,0.1,0.4,1.7,0,0.2,0.4,0,"Kaakkois-Suomi"
"Miehikkälä",7.3,39.4,14.1,29.5,1.9,0.9,0.1,3.8,0,0,0.6,0,0,0,0,0,0,0.3,1.1,0,0.8,0.2,0,"Kaakkois-Suomi"
"Mikkeli",18.9,21.7,27.4,16.5,5.9,1.7,0.1,3.3,0,0,0.2,0.1,0,0,0,0,0.1,0.2,2.7,0,0.7,0.5,0,"Kaakkois-Suomi"
"Mäntyharju",16.2,25.8,29,18.1,2.7,1.8,0.1,3.2,0,0,0.1,0.3,0,0,0,0,0.2,0.1,1.6,0,0.4,0.6,0,"Kaakkois-Suomi"
"Parikkala",16.9,22.6,12.6,33.4,2.4,1.8,0,5.4,0,0,0,0,0,0,0,0,0,0.4,3.1,0,0.5,0.9,0,"Kaakkois-Suomi"
"Pertunmaa",11.5,22.9,24.3,30.3,2.7,2.1,0.1,3.9,0,0,0,0.1,0,0,0,0,0,0.2,0.6,0,0.2,0.9,0,"Kaakkois-Suomi"
"Pieksämäki",21,21.5,16.7,18.4,7.1,5.9,0.1,5.2,0,0,0.1,0.1,0,0,0,0,0.2,0.5,2.4,0,0.3,0.6,0,"Kaakkois-Suomi"
"Puumala",15.8,21.4,17.8,31.5,3.4,1.5,0.1,5.1,0,0,0.1,0.2,0,0,0,0,0.1,0.3,1.7,0,0.4,0.3,0,"Kaakkois-Suomi"
"Pyhtää",21.7,23.9,26.2,12.3,3.5,3.8,2.4,2.6,0,0,0.1,0.1,0,0,0,0,0.1,0.2,1.5,0,0.5,1.2,0,"Kaakkois-Suomi"
"Rantasalmi",19.7,17.2,13.2,35.5,2.5,2.9,0.1,2.9,0,0,0.1,0.1,0,0,0,0,0,0.1,5,0,0.2,0.6,0,"Kaakkois-Suomi"
"Rautjärvi",38.1,22.1,9.4,20.6,1.7,2.2,0,3.4,0,0,0,0.1,0,0,0,0,0,0.2,1.2,0,0.6,0.6,0,"Kaakkois-Suomi"
"Ruokolahti",25.6,25.8,16.3,19.8,2.6,2.4,0.1,3.6,0,0,0.1,0,0,0,0,0,0.1,0.2,2.5,0,0.2,0.7,0,"Kaakkois-Suomi"
"Savitaipale",15.8,21.5,21.4,27.9,4.6,1.1,0.1,4.6,0,0,0.2,0,0,0,0,0,0.2,0.2,1.6,0,0.2,0.8,0,"Kaakkois-Suomi"
"Savonlinna",25.1,14.4,10.5,17.3,3.4,3.5,0.1,5.2,0,0,0.1,0.1,0,0,0,0,0.1,0.2,18.8,0,0.9,0.4,0,"Kaakkois-Suomi"
"Sulkava",18,13.1,31.7,26.3,1.5,1.8,0.2,3.1,0,0,0.2,0.1,0,0,0,0,0,0,3.3,0,0.4,0.4,0,"Kaakkois-Suomi"
"Taipalsaari",19.8,22.8,23.4,16.2,7.2,1.3,0.2,4.7,0,0,0.1,0.1,0,0,0,0,0.1,0.3,2.6,0,0.4,0.7,0,"Kaakkois-Suomi"
"Virolahti",13.6,38.9,14.7,23,3.3,2.2,0.3,1.6,0,0,0.2,0.1,0,0,0,0,0,0.1,1.1,0,0.3,0.6,0,"Kaakkois-Suomi"
"Iisalmi",14.3,23.4,15.9,17.1,2.8,5.9,0,17.5,0.1,0,0.2,0,0.1,0,0,0,0,0.2,1.5,0,0.2,0.6,0,"Savo-Karjala"
"Ilomantsi",30.2,17.8,4.1,36.1,1.6,3.3,0,4.7,0,0,0.1,0.2,0.1,0,0,0,0,0.1,0.8,0,0,0.9,0,"Savo-Karjala"
"Joensuu",24.1,17.5,15.1,16.3,9,6.5,0.1,7,0.3,0,0.2,0.2,0.2,0,0,0,0,0.2,2.4,0,0.3,0.7,0,"Savo-Karjala"
"Juuka",20.2,23.5,6.8,31.3,2.1,1.6,0,12.2,0,0,0.1,0.2,0.2,0,0,0,0,0.1,0.6,0,0.3,0.6,0,"Savo-Karjala"
"Kaavi",14.8,29.8,7.9,26.3,1.7,5.6,0,11.7,0,0,0,0,0,0,0,0,0,0.3,0.5,0,0.4,0.9,0,"Savo-Karjala"
"Keitele",14.9,23.1,9.1,28.2,3.1,4.3,0.1,15.2,0,0,0.1,0.1,0.1,0,0,0,0,0.1,0.9,0,0.2,0.7,0,"Savo-Karjala"
"Kitee",19.7,21.8,10.9,28.3,2.8,1.7,0,10.2,0.1,0,0.1,0,0.3,0,0,0,0,0.2,3,0,0.2,0.7,0.1,"Savo-Karjala"
"Kiuruvesi",4.5,21.8,6,40.9,1.3,9.6,0,9.5,0.1,0,0,0.1,0.1,0,0,0,0,0.4,4.7,0,0.2,0.6,0,"Savo-Karjala"
"Kontiolahti",21.9,24.8,13.6,20.7,5.3,2.4,0,7.5,0.1,0,0.2,0.1,0.1,0,0,0,0,0.1,2.3,0,0.2,0.8,0,"Savo-Karjala"
"Kuopio",17,17.6,24.1,12.7,8.3,6.4,0.1,9.6,0.2,0,0.3,0.1,0.2,0,0,0,0,0.1,2.4,0,0.1,0.7,0,"Savo-Karjala"
"Outokumpu",19.6,23.1,6.5,32.2,2.6,6.3,0,6.8,0.1,0,0.2,0.1,0.1,0,0,0,0,0,1.1,0,0.3,1,0,"Savo-Karjala"
"Lapinlahti",9.3,29.2,8.7,21.3,2.2,4.4,0.1,21.8,0,0,0.3,0,0.1,0,0,0,0,0.2,1.7,0,0.1,0.5,0,"Savo-Karjala"
"Leppävirta",16.3,17.9,12.2,36.1,1.9,4.8,0,8.1,0,0,0.2,0.1,0.2,0,0,0,0,0.1,1.2,0,0.2,0.7,0,"Savo-Karjala"
"Lieksa",19.8,18,6.1,44.4,2.5,2.2,0,4.8,0.1,0,0.1,0.1,0.1,0,0,0,0,0,1,0,0.2,0.5,0,"Savo-Karjala"
"Liperi",21.1,22.7,12.7,24,3.3,2,0,9.9,0.2,0,0.1,0,0.1,0,0,0,0,0.1,2.4,0,0.2,1.1,0,"Savo-Karjala"
"Nurmes",18.4,27.6,5.3,27.8,2.8,3.4,0,11.1,0.1,0,0.1,0,0.1,0,0,0,0,0.2,1.2,0,0.1,1.4,0.4,"Savo-Karjala"
"Pielavesi",10.3,22.8,7.6,37.8,1.3,6.8,0.1,10.3,0,0,0.3,0,0.1,0,0,0,0,0.2,1.1,0,0.3,1.2,0,"Savo-Karjala"
"Polvijärvi",18,26.7,5.8,34,1.9,2.1,0,8.9,0,0,0.2,0,0.1,0,0,0,0,0.1,0.9,0,0.1,1.1,0,"Savo-Karjala"
"Rautalampi",14.5,19.6,13.8,23.9,6.7,4.3,0.1,14.1,0.1,0,0.3,0.1,0.2,0,0,0,0,0.1,1.3,0,0.2,0.7,0.1,"Savo-Karjala"
"Rautavaara",13.9,27,6.7,22.4,1.6,10.9,0.1,15.7,0.1,0,0,0.1,0,0,0,0,0,0,1.2,0,0,0.3,0,"Savo-Karjala"
"Rääkkylä",12,21.7,17.8,31.6,2.5,2.3,0,9.3,0,0,0.1,0.1,0.2,0,0,0,0,0.3,0.5,0,0,1.7,0,"Savo-Karjala"
"Siilinjärvi",15.4,21.5,19.9,19.3,4.7,4.1,0.1,10.8,0.1,0,0.1,0.1,0.1,0,0,0,0,0.2,2.8,0,0.1,0.9,0,"Savo-Karjala"
"Sonkajärvi",10.1,32.5,8.4,25.8,1.2,4.7,0,15.6,0,0,0,0.1,0,0,0,0,0,0.2,0.9,0,0,0.3,0,"Savo-Karjala"
"Suonenjoki",13.7,23.7,13.6,22.6,2.9,5.3,0.1,14.1,0.2,0,0.2,0.1,0.1,0,0,0,0,0.1,2.2,0,0.3,0.6,0,"Savo-Karjala"
"Tervo",13.6,22.8,10.5,33,2.4,3,0,9.8,0.2,0,0.9,0.1,0.1,0,0,0,0,0.1,1.7,0,0.1,1.6,0,"Savo-Karjala"
"Tohmajärvi",20.6,21.8,9.7,30.1,2.2,2.1,0,8.8,0,0,0.1,0.3,0.2,0,0,0,0,0.3,2.3,0,0.5,1,0.1,"Savo-Karjala"
"Tuusniemi",9.9,23.8,10,25,2.3,15.8,0,10.2,0.1,0,0.3,0.2,0.1,0,0,0,0,0.2,0.8,0,0.3,1,0,"Savo-Karjala"
"Varkaus",37.1,16.6,19.5,7.5,2.2,7.1,0,7.7,0.1,0,0.1,0,0.1,0,0,0,0,0.1,1,0,0.3,0.6,0,"Savo-Karjala"
"Vesanto",15.2,20.6,11.2,33.2,1.6,3.7,0,11.8,0.1,0,0.1,0,0.3,0,0,0,0,0.1,1.4,0,0.3,0.4,0,"Savo-Karjala"
"Vieremä",8,23.2,8.2,26.7,1.8,4.4,0,25.4,0,0,0.1,0,0.1,0,0,0,0,0.3,1.4,0,0.2,0.3,0,"Savo-Karjala"
"Alajärvi",4.5,23.8,17.6,37.2,2.3,0.9,0.4,10.4,0,0,0.1,0,0,0,0,0,0,0.1,0.6,0,0.2,1.8,0,"Vaasa"
"Alavus",7.5,34.4,10.6,34.2,1.7,1.5,0.3,6.2,0,0,0.1,0,0,0,0,0,0,0.1,1.4,0,0.1,1.8,0,"Vaasa"
"Evijärvi",6,28.3,11.8,40.9,1,1.7,0.7,7.2,0,0,0,0,0,0,0,0,0,0,1,0,0.1,1.3,0,"Vaasa"
"Halsua",2.7,25.9,3.5,52.3,0.7,0.5,1,12.5,0,0,0,0,0,0,0,0,0,0.2,0.3,0,0,0.5,0,"Vaasa"
"Ilmajoki",9.4,33.5,18.6,25.2,2.3,1.4,0.4,5.3,0,0,0.2,0,0,0,0,0,0,0,1.5,0,0.1,1.9,0,"Vaasa"
"Isojoki",7.7,35.2,14,34.7,0.9,1.3,0.7,2.9,0,0,0,0,0,0,0,0,0,0,1.3,0,0.1,1.3,0,"Vaasa"
"Isokyrö",10.9,28.1,19.2,28.3,1.4,1.7,0.8,5.5,0,0,0.1,0,0,0,0,0,0,0,2.1,0,0.5,1.3,0,"Vaasa"
"Kannus",10.2,26.8,12.6,38,1.5,1.8,0.6,6.2,0,0,0.1,0,0,0,0,0,0,0,0.8,0,0.1,1.1,0,"Vaasa"
"Karijoki",5.2,53.2,9.3,25.2,1,0.5,1.5,2.2,0,0,0,0,0,0,0,0.1,0,0,0.5,0,0.2,1.1,0,"Vaasa"
"Kaskinen",22.4,18.8,16.5,4,1.9,6.7,25.2,1.9,0,0,0.1,0.3,0,0,0,0,0,0.1,1,0,0.1,1,0,"Vaasa"
"Kauhajoki",6.2,34,14.9,35.7,1.6,1.8,0.5,2.1,0,0,0.1,0.1,0,0,0,0,0,0.1,1.2,0,0.2,1.5,0,"Vaasa"
"Kauhava",5.8,30.1,18,32.3,0.9,1,0.5,6.9,0,0,0.1,0.1,0,0,0,0,0,0.1,1.5,0,0.2,2.5,0,"Vaasa"
"Kaustinen",8.2,30.1,8.2,40.5,1.5,1.1,1.3,5.4,0,0,0.6,0,0,0,0,0,0,0.2,1.7,0,0.1,1,0,"Vaasa"
"Kokkola",18.1,20.9,14.2,19.9,2.9,3.7,7.6,9.3,0,0,0.3,0,0,0,0,0,0,0.1,1.1,0,0.3,1.7,0,"Vaasa"
"Korsnäs",5.9,1.8,0.4,0.1,0.4,0.6,87.9,2,0,0,0.1,0,0,0,0,0,0,0,0.4,0,0,0.5,0,"Vaasa"
"Kristiinankaupunki",8.7,13.8,7.9,7.5,1.4,1.5,53.4,3.4,0,0,0.2,0,0,0,0,0,0,0,1,0,0.2,1.1,0,"Vaasa"
"Kruunupyy",5.5,7.9,9.6,4.2,1.1,0.9,60,8.7,0,0,0.1,0.1,0,0,0,0,0,0,0.7,0,0.3,0.9,0,"Vaasa"
"Kuortane",5,26.1,25.9,31.6,2,0.6,0.4,4.8,0,0,0,0,0,0,0,0,0,0.3,1.9,0,0.1,1.2,0,"Vaasa"
"Kurikka",9.2,34.4,18.3,27.4,2,2.5,0.4,3.2,0,0,0.1,0.1,0,0,0,0,0,0,1.1,0,0.2,1.2,0,"Vaasa"
"Laihia",12.3,34.4,18.4,18.7,2.1,3.7,2,4.2,0,0,0.2,0.1,0,0,0,0,0,0.1,1.8,0,0.2,2,0,"Vaasa"
"Lappajärvi",6.5,23.8,16.8,41.2,1.7,1.3,0.4,5.6,0,0,0.1,0,0,0,0,0,0,0.1,1.1,0,0.2,1.2,0,"Vaasa"
"Lapua",8,27.9,28.5,24.5,1.5,1.3,0.4,4.5,0,0,0.1,0,0,0,0,0,0,0.1,1.3,0,0.2,1.8,0,"Vaasa"
"Lestijärvi",8.5,18.6,2.8,53.8,2.6,6.6,0.5,5.2,0,0,0,0,0,0,0,0,0,0,0.2,0,0.5,0.7,0,"Vaasa"
"Luoto",7.2,4.4,1.6,0.5,1,0.7,31.2,51.3,0,0,0,0,0,0,0,0,0,0.1,0.4,0,0.1,1.3,0,"Vaasa"
"Maalahti",7.5,3.4,1.3,0.9,1,0.6,81.7,2.2,0,0,0,0,0,0,0,0,0,0.1,0.3,0,0.4,0.6,0,"Vaasa"
"Mustasaari",9.6,9,5.2,1.3,2.5,1.1,64.2,4.2,0,0,0.1,0,0,0,0,0,0,0.1,1.2,0,0.3,1.2,0,"Vaasa"
"Närpiö",7.8,2.6,0.7,0.6,0.6,0.6,82.6,3.2,0,0,0.1,0,0,0,0,0,0,0,0.5,0,0.1,0.5,0,"Vaasa"
"Perho",16.6,31.1,7.5,33.2,0.3,1.4,0.4,5.6,0,0,0,0.1,0,0,0,0.1,0,0.1,0.6,0,0.1,2.9,0,"Vaasa"
"Pietarsaari",18.6,12.2,3.7,2.3,2.8,4.2,43.7,10.2,0,0,0.2,0.1,0,0,0,0,0,0.2,0.9,0,0.3,0.6,0,"Vaasa"
"Pedersören kunta",6.7,5.1,1.4,0.8,1.4,0.7,51,31.4,0,0,0.1,0,0,0,0,0,0,0,0.6,0,0.3,0.5,0,"Vaasa"
"Seinäjoki",11.2,23.8,23.6,22.3,4.1,2.8,0.6,5.6,0,0,0.2,0.1,0,0,0,0,0,0.1,3.1,0,0.2,2.2,0,"Vaasa"
"Soini",4.9,28.5,9.2,39.3,1.6,1.4,0.2,12.1,0,0,0,0,0,0,0,0.1,0,0,0.5,0,0.5,1.6,0,"Vaasa"
"Teuva",7.2,30.8,18,27.6,0.8,6.1,0.7,5.5,0,0,0.1,0.4,0,0,0,0,0,0.1,1.1,0,0.2,1.4,0,"Vaasa"
"Toholampi",5.9,18.9,4.7,56.2,1,1.5,0.5,9.9,0,0,0,0,0,0,0,0,0,0,0.5,0,0.1,0.9,0,"Vaasa"
"Uusikaarlepyy",9,8.3,0.9,0.8,1.1,0.8,71.5,6.6,0,0,0,0,0,0,0,0,0,0.2,0.4,0,0.1,0.5,0,"Vaasa"
"Vaasa",19.3,18.7,14.9,4.3,5.5,3.8,25.8,3.8,0,0,0.4,0.1,0,0,0,0,0,0.1,2,0,0.3,1.1,0,"Vaasa"
"Veteli",7.9,29.2,8.2,40.8,0.9,0.9,0.7,7.8,0,0,0,0,0,0,0,0,0,0.1,1,0,0.3,2.1,0,"Vaasa"
"Vimpeli",6.9,19.4,34.6,21.8,1.3,6.3,0.7,6.8,0,0,0.1,0.1,0,0,0,0,0,0.1,0.4,0,0.2,1.5,0,"Vaasa"
"Vöyri",5,4.1,1.7,1.7,1.2,0.7,80.3,3.7,0,0,0.1,0,0,0,0,0,0,0.1,0.7,0,0.2,0.6,0,"Vaasa"
"Ähtäri",13,21.9,9.8,44.5,1.4,1.8,0.5,4,0,0,0.1,0,0,0,0,0,0,0.1,1.8,0,0,1.1,0,"Vaasa"
"Hankasalmi",18.3,25,9.1,31.9,2.6,5.6,0.1,4.2,0.2,0,0,0.2,0,0,0,0,0,0.1,1,0.2,0.5,0.9,0,"Keski-Suomi"
"Joutsa",15.9,30.2,13.4,24.8,3.6,2,0.2,7.7,0,0,0,0.2,0,0,0,0,0,0.2,1.1,0.1,0.2,0.4,0,"Keski-Suomi"
"Jyväskylä",22.7,17.1,19.5,12.5,11.3,8.3,0.1,5.1,0.2,0,0,0.2,0,0,0,0,0,0.1,1.7,0.2,0.4,0.8,0,"Keski-Suomi"
"Jämsä",31.7,27.8,14.7,12.3,2.8,4.1,0.1,3.8,0.1,0,0,0.1,0,0,0,0,0,0.2,0.9,0.2,0.4,1.1,0,"Keski-Suomi"
"Kannonkoski",22.8,24.7,11.8,33.4,2.1,1.8,0.1,1.8,0,0,0,0,0,0,0,0,0,0,0.3,0,0.4,0.7,0,"Keski-Suomi"
"Karstula",14.6,23.2,15.2,36.2,1.7,1.6,0.2,5.7,0,0,0,0.1,0,0,0,0,0,0.2,0.3,0.1,0.2,0.6,0,"Keski-Suomi"
"Keuruu",22,24.2,15.8,21.6,3.7,2.7,0.1,7.5,0.1,0,0,0.2,0,0,0,0,0,0.1,0.9,0.2,0.4,0.6,0,"Keski-Suomi"
"Kinnula",13.4,23,5.3,50.6,0.4,2,0.1,1.8,0,0,0,0,0,0,0,0,0,0.2,0.4,0,0.3,2.3,0,"Keski-Suomi"
"Kivijärvi",15.4,23.5,6.4,48.9,0.8,0.5,0.2,1.8,0,0,0,0,0,0,0,0,0,0.3,0.5,0,0.7,1,0,"Keski-Suomi"
"Konnevesi",16.9,24.1,11.3,31.9,2.4,4.8,0.1,6.1,0.1,0,0,0.1,0,0,0,0,0,0.1,1,0.1,0.3,0.9,0,"Keski-Suomi"
"Kuhmoinen",23.7,25.4,20.5,17.4,1.8,2.2,0.2,4.6,0.1,0,0.5,0.2,0.1,0.1,0,0,0,0.5,2.2,0.2,0,0.3,0.2,"Keski-Suomi"
"Kyyjärvi",8.9,23,7.9,49,0.6,1.2,0,8,0,0,0,0,0,0,0,0,0,0.1,0.1,0.1,0.1,0.9,0,"Keski-Suomi"
"Laukaa",22.3,26.4,13.5,20.9,3.6,4,0.1,6.2,0.1,0,0,0.1,0,0,0,0,0,0.1,1.2,0.2,0.4,1.1,0,"Keski-Suomi"
"Luhanka",14.3,28.1,17.5,29.4,0.9,2.2,0,6.3,0,0,0,0,0,0,0,0,0,0,0.4,0.2,0,0.6,0,"Keski-Suomi"
"Multia",14.3,24.4,8.3,37.5,2.7,4.8,1.4,4.8,0.1,0,0,0,0,0,0,0,0,0,0.9,0,0.2,0.6,0,"Keski-Suomi"
"Muurame",23.5,18.5,24.9,15.3,5.8,3.9,0.1,5.1,0.1,0,0,0.2,0,0,0,0,0,0,1.2,0.1,0.3,0.9,0,"Keski-Suomi"
"Petäjävesi",24.8,25.2,10.1,20.6,5.1,3.2,0.3,7.6,0.1,0,0,0,0,0,0,0,0,0,1.5,0.1,0.2,1.1,0,"Keski-Suomi"
"Pihtipudas",18.7,19.5,4.7,47.6,1.4,2.5,0,3.5,0,0,0,0,0,0,0,0,0,0.1,0.5,0,0.7,0.5,0,"Keski-Suomi"
"Saarijärvi",16.6,25.9,7.7,36.5,2.2,2.7,0.1,5.5,0.1,0,0,0.1,0,0,0,0,0,0.2,0.8,0.1,0.8,0.7,0,"Keski-Suomi"
"Toivakka",16.1,26.3,12.5,25.3,3.2,3,0.1,11,0,0,0,0.1,0,0,0,0,0,0,0.8,0,0.2,1.5,0,"Keski-Suomi"
"Uurainen",15.1,26.7,8,32.9,2.3,2.7,0.1,8.9,0.2,0,0,0,0,0,0,0,0,0.1,1.1,0.2,1,0.8,0,"Keski-Suomi"
"Viitasaari",31.2,20.5,7.9,24.6,2.3,4.2,0.1,6.7,0.1,0,0,0.1,0,0,0,0,0,0.1,0.7,0.1,0.7,0.7,0,"Keski-Suomi"
"Äänekoski",26.7,22.1,8.4,20.3,4.5,10.3,0.2,4.6,0.1,0,0,0.1,0,0,0,0,0,0.3,0.8,0.2,0.3,1,0,"Keski-Suomi"
"Alavieska",5.3,33.8,6,43,0.6,6.1,0.1,2.6,0,0,0.1,0,0,0,0,0,0,0.6,0.6,0,0.4,0.7,0,"Oulu"
"Haapajärvi",10.9,30.6,8.9,36.7,1.9,5.2,0.2,2.8,0,0,0.2,0,0,0,0,0,0,0.2,0.9,0,0.5,0.8,0,"Oulu"
"Haapavesi",7.1,29.3,4.4,45.1,1.6,6.8,0.1,1.9,0,0,0.1,0.1,0,0,0,0,0.5,0.1,0.8,0,0.1,2,0,"Oulu"
"Hailuoto",14,25.8,16.6,27,6.4,6.1,0.3,1.2,0,0,0,0.2,0,0,0,0,0,0.8,0.3,0,0,1.2,0,"Oulu"
"Hyrynsalmi",8.8,30.6,4.9,33.7,1.2,13.3,0.1,6.4,0,0,0,0,0,0,0,0,0,0.1,0.4,0,0.1,0.4,0,"Oulu"
"Ii",13.4,30.4,11.4,26.5,2.9,11,0.1,1.7,0,0,0.2,0.1,0,0.1,0,0,0,0.2,0.8,0,0.3,0.8,0,"Oulu"
"Kajaani",16,27.6,12.8,19.3,5.5,12,0.1,4.1,0,0,0.3,0.2,0,0,0,0,0,0.3,0.7,0,0.5,0.7,0,"Oulu"
"Kalajoki",9.5,26.1,11,37.2,2.1,6.2,0.1,4.6,0,0,0.2,0.1,0,0,0,0,0,0.3,0.9,0,0.4,1.4,0,"Oulu"
"Kempele",15.2,24.8,20.2,24.6,3.6,5.7,0.2,2.3,0,0,0.3,0,0,0,0,0,0,0.2,1.1,0,0.4,1.5,0,"Oulu"
"Kuhmo",11.2,28.8,3.7,42.4,1.7,6.1,0,4.7,0,0,0.1,0.1,0,0,0,0,0.1,0.2,0.2,0,0.4,0.5,0,"Oulu"
"Kuusamo",12.1,23,10.5,39.5,7,3.5,0.1,1.2,0,0,0.2,0.1,0,0,0,0,0,0.3,1.6,0,0.2,0.7,0,"Oulu"
"Kärsämäki",7.8,32.2,3.4,47.7,0.9,3.1,0.1,2.3,0,0,0.1,0.1,0,0.1,0,0,0.1,0.1,0.7,0,0.5,0.8,0,"Oulu"
"Liminka",10.6,29.1,15.7,29.3,3.5,5.5,0.2,2.1,0,0,0.2,0,0,0,0,0,0,0.1,1.5,0,0.4,1.6,0,"Oulu"
"Lumijoki",7.9,31.2,9.3,35.6,1.8,8.6,0.1,2,0,0,0.1,0.1,0,0,0,0,0,0.1,0.9,0,0,2.1,0,"Oulu"
"Merijärvi",3.4,33.5,1.9,49.2,0.4,2.8,0,6,0,0,0.2,0,0,0,0,0,0,0.7,0.7,0,0.2,1.1,0,"Oulu"
"Muhos",10.9,35.9,9,26.3,3,9.3,0,1.7,0,0,0.2,0.1,0,0,0,0,0.1,0.2,0.8,0,0.5,2,0,"Oulu"
"Nivala",6.9,32.8,7.1,44.6,1.1,3.1,0.1,1.7,0,0,0.2,0.1,0,0,0,0,0.1,0.2,0.6,0,0.2,1.4,0,"Oulu"
"Oulainen",10.2,27,7.6,26.7,2.1,5.6,0.1,18.1,0,0,0.2,0.1,0,0,0,0,0,0.2,0.7,0,0.3,1.2,0,"Oulu"
"Oulu",16.9,22.1,20.6,16,7.7,11,0.3,1.8,0,0,0.8,0.1,0,0,0,0,0,0.3,1.3,0,0.2,0.9,0,"Oulu"
"Paltamo",9.8,25.8,12.1,30.3,2.7,11.8,0.1,5.4,0,0,0.3,0,0,0,0,0,0.1,0.1,0.4,0,0.5,0.4,0,"Oulu"
"Pudasjärvi",7.4,25.2,4.6,50.5,1.4,5.3,0.1,2,0,0,0.1,0.1,0,0,0,0,0,0.2,1.4,0,0.1,1.6,0,"Oulu"
"Puolanka",8.1,25.6,5.4,38,1.9,13.3,0.2,3.4,0,0,0.3,0.3,0,0.1,0,0,0,0.5,0.8,0,1.7,0.5,0,"Oulu"
"Pyhäjoki",10,26.6,5.7,39.9,2.4,8.5,0.2,2.4,0,0,0.3,0.1,0,0.1,0,0,0,0.1,0.7,0,0.1,3,0,"Oulu"
"Pyhäjärvi",8.5,28.3,4.2,28.7,1,23.1,0.5,3.8,0,0,0,0.1,0,0,0,0,0,0.1,0.5,0,0.2,0.9,0,"Oulu"
"Pyhäntä",7.6,32,7.2,40.8,1.7,5.3,0.1,2.3,0,0,0.1,0,0,0.2,0,0,0,0.1,0.7,0,0.2,1.6,0,"Oulu"
"Raahe",13.9,29.4,8.2,28.3,2.3,12,0.1,2.7,0,0,0.1,0.1,0,0,0,0,0.1,0.3,0.7,0,0.3,1.4,0,"Oulu"
"Reisjärvi",6,25.5,4.3,51.5,1,4.7,0.1,1.1,0,0,0.4,0.1,0,0.1,0,0,0.2,0.2,1.1,0,0.2,3.6,0,"Oulu"
"Ristijärvi",7.6,25.7,7.3,41.5,2.3,7.9,0.3,5.8,0,0,0,0.3,0,0.1,0,0,0.1,0.3,0.3,0,0.1,0.4,0,"Oulu"
"Sievi",4.7,38.9,5.5,37.3,1.4,4.4,0,2.6,0,0,0.1,0,0,0,0,0,0,0.3,2.6,0,0.4,1.8,0,"Oulu"
"Siikajoki",8.5,30.9,6.3,40.6,1.7,5.9,0.2,2.1,0,0,0,0.1,0,0,0,0,0,0.2,0.9,0,0.2,2.4,0,"Oulu"
"Sotkamo",8.4,23.9,15,27.4,2.8,9.5,0.1,10.7,0,0,0.2,0.1,0,0,0,0,0,0.2,0.5,0,0.3,0.9,0,"Oulu"
"Suomussalmi",5.7,24.5,7,35.6,1.4,19.6,0.1,3.2,0,0,0.5,0.1,0,0,0,0,0,0.2,1.3,0,0.2,0.7,0,"Oulu"
"Vaala",10.8,28.6,13.9,27.2,1.6,11,0.3,2.2,0,0,0.2,0,0,0,0,0,0.1,0.2,0.5,0,2.3,1,0,"Oulu"
"Siikalatva",8.9,31.5,4.4,43.2,1.2,6.6,0.2,1.6,0,0,0.2,0.2,0,0,0,0,0.1,0.2,0.5,0,0.3,1.2,0,"Oulu"
"Taivalkoski",16.6,28.7,5.9,38.6,1.8,3.9,0.1,1.4,0,0,0.2,0.2,0,0,0,0,0,0,0.9,0,0.7,0.7,0,"Oulu"
"Tyrnävä",8.9,30.7,14.4,32.2,2.2,6.1,0.1,2,0,0,0.3,0,0,0.1,0,0,0.1,0.2,0.4,0,0.4,1.8,0,"Oulu"
"Utajärvi",12.9,34,5.5,34.7,1.4,8.2,0,1.1,0,0,0.1,0,0,0,0,0,0.1,0.4,0.4,0,0.4,0.9,0,"Oulu"
"Ylivieska",11.2,26.7,17,31.1,2.6,4.6,0.1,2.7,0,0,0.4,0.1,0,0,0,0,0.1,0.3,1,0,0.4,1.6,0,"Oulu"
"Enontekiö",21.4,25.3,16.9,22.5,3.3,3.3,1.8,1.6,0,0,0,0.1,0,0,0,0,0,0,0.9,0,0.8,0.4,1.8,"Lappi"
"Inari",22.8,27.9,15.3,16.1,5.3,7.4,1.5,1.4,0,0,0.2,0.1,0,0,0.1,0,0,0,0.7,0,0.4,0.5,0.4,"Lappi"
"Kemi",27.2,26.3,8.9,14.4,1.4,18.1,0.1,0.7,0,0,0.1,0.4,0,0,0,0,0,0,0.4,0,0.3,0.9,0.8,"Lappi"
"Keminmaa",13.1,31.5,8,29.9,1.5,9,0,0.7,0,0,0.1,0,0,0,0,0,0,0,0.4,0,0.3,1.4,4.1,"Lappi"
"Kittilä",14.3,25.6,13.9,21.6,6,8.9,0.4,0.8,0,0,0.2,0.3,0,0,0,0,0,0,1.4,0,0.1,0.8,5.7,"Lappi"
"Kolari",13.7,17.9,8.1,22.7,7.4,15.3,0.3,0.7,0,0,0.2,0.4,0,0,0,0,0,0,1.2,0,0.3,1.4,10.4,"Lappi"
"Kemijärvi",13.2,28,8.7,34.5,1.7,10.9,0,1.4,0,0,0.1,0.2,0,0,0,0,0,0,0.4,0,0.3,0.4,0.4,"Lappi"
"Muonio",19.9,23.1,18.7,21.3,4.4,6.5,0.4,1.8,0,0,0.1,0.2,0,0,0.1,0,0,0,0.9,0,0.2,1.1,1.3,"Lappi"
"Pelkosenniemi",11.7,19.6,10.8,38.6,9.3,7.4,0,0.5,0,0,0,0,0,0,0,0,0,0,0.4,0,1.1,0.5,0.2,"Lappi"
"Posio",13.2,25.4,5.1,47.3,1.8,4.5,0.2,0.9,0,0,0.1,0.3,0,0,0,0,0,0,0.3,0,0.2,0.5,0.4,"Lappi"
"Ranua",9.4,27.9,10.3,45.8,0.9,1.8,0.2,0.8,0,0,0.1,0.1,0,0,0.1,0,0,0,0.4,0,0.1,1.2,1.1,"Lappi"
"Rovaniemi",21.1,26.1,16.6,18.5,5.3,8.4,0.2,1.3,0,0,0.3,0.1,0,0,0,0,0,0,0.8,0,0.4,0.6,0.4,"Lappi"
"Salla",11.8,24.3,6.9,41.5,1.7,10.6,0.1,1,0,0,0,0.4,0,0,0,0,0,0,0.2,0,0.5,0.6,0.5,"Lappi"
"Savukoski",7.9,30.8,14.6,37.6,1.3,4.7,0.5,0.8,0,0,0.2,0.3,0,0,0,0,0,0,0.2,0,0,1,0.2,"Lappi"
"Simo",11.4,32,6.5,33.9,0.7,12.8,0.1,0.5,0,0,0.1,0.1,0,0,0.1,0,0,0,0.4,0,0.2,0.4,0.9,"Lappi"
"Sodankylä",13.9,27.8,9.9,34.2,2.2,6.2,0.2,1.2,0,0,0.1,0.1,0,0,0.1,0,0,0,0.6,0,0.2,0.4,2.8,"Lappi"
"Tervola",10.7,31.9,5.3,35,1.2,10.9,0.2,1.3,0,0,0.1,0.4,0,0,0,0,0,0,1.2,0,0.1,1.1,0.6,"Lappi"
"Tornio",14.1,30.1,9.7,33,1.7,7.9,0.2,1.1,0,0,0.1,0.2,0,0,0.1,0,0,0,0.6,0,0.2,0.8,0.4,"Lappi"
"Pello",10.3,18.5,8.6,30.8,0.9,28.9,0,0.8,0,0,0,0.3,0,0,0,0,0,0,0,0,0.1,0.3,0.4,"Lappi"
"Utsjoki",28.5,19.5,11.4,14.7,5.4,5.3,11.1,2.6,0,0,0.1,0.3,0,0,0,0,0,0,0.3,0,0,0.6,0.1,"Lappi"
"Ylitornio",12.3,24.9,6.5,35.4,1,14.8,0.2,1,0,0,0.1,0.2,0,0,0,0,0,0,0.5,0,0.3,0.7,2,"Lappi"
1 Alue SDP PS KOK KESK VIHR VAS RKP KD PIR FP LIBE SKP EOP SKE AP KaL KL KRIP LIIKE SML VKK VL Muut Vaalipiiri
2 Helsinki 20.9 11.3 26.4 1.6 15.3 11.8 5.1 1.9 0.3 0.1 0.9 0.2 0.2 0.1 0.2 0 0.2 0.2 2.3 0 0.3 0.8 0 Helsinki
3 Askola 16.4 30.8 18.8 15.1 2.7 3.2 2.9 2.5 0.1 0.1 0.2 0 0.2 0 0 0.1 0 0.2 4.6 0.4 0.4 1.3 0 Uusimaa
4 Espoo 16.9 12.5 36.8 2.7 10.8 3.6 7.5 3.1 0.1 0.1 1.3 0.1 0.1 0 0 0 0 0.1 2.9 0.2 0.3 0.6 0 Uusimaa
5 Hanko 28.5 16.6 10.8 1.5 3.4 4.1 27.6 2.8 0.1 0 0.3 0.1 0.2 0 0 0 0 0.2 2.8 0.2 0.3 0.4 0.1 Uusimaa
6 Vantaa 23.7 20 24.5 3.7 8.1 6 2.6 3.8 0.2 0.1 0.8 0.1 0.1 0 0 0 0 0.2 4.3 0.3 0.4 0.9 0.1 Uusimaa
7 Hyvinkää 25.2 24.9 21.2 5.8 5.6 5.1 1 3.8 0.1 0.1 0.5 0.1 0.1 0 0 0 0 0.2 4.4 0.4 0.4 1.1 0.1 Uusimaa
8 Inkoo 11 10.7 11 0.9 3.3 1.9 56 1.9 0 0.1 0.3 0 0.3 0.1 0 0 0.1 0.1 1.3 0.1 0.1 0.7 0.1 Uusimaa
9 Järvenpää 24.7 21.4 23.3 6 7.3 5.2 1.2 4.2 0.1 0.1 0.7 0.1 0.1 0 0 0 0.1 0.2 4 0.3 0.3 0.8 0.1 Uusimaa
10 Karkkila 17.6 25.7 15.6 7.9 3.5 19.2 1 3 0 0 0.3 0.1 0.1 0 0 0 0 0.2 3.8 0.3 0.3 1.3 0.1 Uusimaa
11 Kauniainen 8.1 7.9 39.3 1.7 5.7 1.7 29.8 2.5 0.1 0 0.6 0 0 0 0 0 0 0.1 1.8 0.2 0.1 0.4 0 Uusimaa
12 Kerava 22.3 21.8 22.5 5.8 7.5 8.2 1.4 3.8 0.1 0 0.7 0.1 0.1 0.1 0 0 0.1 0.1 3.9 0.3 0.4 0.8 0.1 Uusimaa
13 Kirkkonummi 15 18.1 24.2 2.8 10.3 3.1 17.7 2.8 0.1 0.1 0.6 0 0.2 0 0 0 0 0.2 3.3 0.2 0.2 0.9 0.1 Uusimaa
14 Lapinjärvi 12.3 20.3 13.8 11.8 4.2 1.9 27.6 2.5 0 0.1 0.4 0.3 0.4 0 0 0 0 0.1 2.8 0.7 0.1 0.7 0.1 Uusimaa
15 Loviisa 17.4 15.1 9.7 3.2 2.9 3.4 40.8 1.8 0 0 0.3 0.1 0.2 0 0 0 0 0.1 3.4 0.3 0.2 1 0 Uusimaa
16 Lohja 25 22.8 18.5 7.1 4.6 5.5 3.1 6.3 0 0 0.4 0.1 0.2 0 0 0 0 0.2 4 0.3 0.3 1.2 0.1 Uusimaa
17 Myrskylä 12.9 25.9 29.1 12.3 2.9 2.1 6.9 2.7 0.1 0 0.1 0 0.1 0 0 0 0 0.1 2.6 0.5 0.5 1.1 0 Uusimaa
18 Mäntsälä 18.6 30.2 20.6 11.9 3.9 3.2 1.1 3.8 0.1 0.1 0.4 0 0.2 0 0 0 0 0.1 3.9 0.3 0.4 1.2 0.1 Uusimaa
19 Nurmijärvi 17.3 25.2 25.9 9.4 5.6 2.9 1.4 4.3 0.1 0.1 0.5 0 0.1 0 0 0 0.1 0.2 4.9 0.3 0.4 1.1 0.1 Uusimaa
20 Pornainen 19 32.6 17.3 12.6 3.7 2.7 1.5 3.2 0.1 0 0.4 0 0.2 0 0 0 0.1 0.1 4.8 0.3 0.4 1 0 Uusimaa
21 Pukkila 12.3 31.3 18.6 22.1 3.6 2.3 1.1 1.6 0 0.2 0.2 0.3 0.2 0.1 0 0 0 0 4.2 0.6 0 1.3 0 Uusimaa
22 Porvoo 19.7 14.5 18.3 3.7 5.2 4.8 24.7 2.5 0.1 0.1 0.4 0.1 0.2 0 0 0 0 0.2 4.3 0.2 0.2 0.8 0 Uusimaa
23 Raasepori 25.9 7.8 6.5 1.2 3.6 3.3 45.8 1.3 0 0.1 0.2 0.1 0.1 0.1 0 0 0 0.1 2.5 0.2 0.3 0.9 0.1 Uusimaa
24 Sipoo 12.4 15.8 26.9 3.3 5.9 2.8 21.8 2.8 0.1 0.1 0.4 0.1 0.1 0 0 0 0 0.2 5.6 0.2 0.2 1.1 0 Uusimaa
25 Siuntio 15.5 18.8 16.9 3.8 5.5 2.8 28.2 2.4 0.1 0 0.5 0 0.1 0 0 0 0 0 4 0.2 0.3 0.8 0.1 Uusimaa
26 Tuusula 17.4 24.7 25 11.2 5.4 3.8 1.4 3.9 0.1 0.1 0.6 0.1 0.1 0 0 0 0.1 0.1 4.3 0.3 0.4 1 0.1 Uusimaa
27 Vihti 20.5 24.2 22.3 10.3 5.1 4.1 2 4.8 0.1 0.1 0.5 0.1 0.1 0.1 0 0 0.1 0.2 4.1 0.3 0.3 0.9 0.1 Uusimaa
28 Aura 14.3 29.3 22.3 14.1 3.2 8.1 0.6 3.8 0 0 0.2 0 0.1 0 0 0 0 0.2 2.7 0 0.2 0.9 0 Varsinais-Suomi
29 Kaarina 18.5 19.2 28.9 4.4 8.6 9.4 3.7 3.3 0 0 0.3 0 0.1 0 0 0 0 0.2 2.3 0.1 0.3 0.7 0 Varsinais-Suomi
30 Koski Tl 10.6 25.2 17.3 32.4 2.4 4.7 0.5 1.5 0 0 0.2 0 0.1 0 0 0 0 0 3.1 0.2 0.5 1.2 0 Varsinais-Suomi
31 Kustavi 13 19.1 40.7 11.2 3.1 5.8 1.4 3.4 0 0 0 0.2 0 0 0 0 0 0.2 1.1 0.2 0 0.8 0 Varsinais-Suomi
32 Kemiönsaari 13.1 9 6 4.2 2.4 9 52.8 1.2 0 0 0 0 0.1 0 0 0 0 0.1 1.1 0 0.3 0.6 0 Varsinais-Suomi
33 Laitila 13.1 29.7 16 25.8 2.4 4.5 0.3 4.3 0 0 0.2 0 0.2 0 0 0 0 0.1 2.1 0.2 0.1 1 0 Varsinais-Suomi
34 Lieto 16.1 23.9 26.2 10 6.7 8.2 1.3 3.6 0 0 0.4 0 0.1 0 0 0 0 0.1 2.5 0.1 0.1 0.7 0 Varsinais-Suomi
35 Loimaa 14 25.6 18.4 22.2 2 9.7 0.3 3.1 0 0 0.3 0.2 0 0 0 0 0 0.1 2.1 0.1 0.3 1.5 0 Varsinais-Suomi
36 Parainen 10.2 10.9 12.4 2.4 3.7 7.9 48 1.7 0 0 0.2 0 0.1 0 0 0 0 0.4 1.3 0 0.1 0.6 0 Varsinais-Suomi
37 Marttila 8.5 31.8 19.8 25.6 2 5.1 0.5 2.6 0 0 0.4 0.1 0 0 0 0 0 0.1 2.3 0.1 0.3 0.7 0 Varsinais-Suomi
38 Masku 15.3 28.3 24.7 8.6 6.3 6.5 0.9 5.1 0 0 0.3 0 0.1 0 0 0 0 0.1 2.5 0.1 0.2 0.8 0 Varsinais-Suomi
39 Mynämäki 15.3 29 15.6 17.8 3.3 9.6 0.7 4.4 0 0 0.2 0.1 0.1 0 0 0 0 0.1 2.5 0.2 0.3 0.9 0 Varsinais-Suomi
40 Naantali 16.1 21.7 35 7.7 5.3 7.1 1.4 2.5 0 0 0.3 0 0.2 0 0 0 0 0.1 1.4 0.1 0.2 0.9 0 Varsinais-Suomi
41 Nousiainen 14.8 32 18.9 13.3 3.6 8.9 0.6 3.9 0 0 0.3 0 0 0 0 0 0 0 2.5 0.1 0.1 0.9 0 Varsinais-Suomi
42 Oripää 9.4 28.3 14.6 31.9 1.5 6.2 1.2 3.1 0 0 0.1 0 0 0 0 0 0 0.3 1.2 0 0.6 1.5 0 Varsinais-Suomi
43 Paimio 18.7 20.5 24.8 11.9 6.2 8.6 0.9 3.8 0 0 0.4 0 0.1 0 0 0 0 0.1 3.1 0.1 0.3 0.4 0 Varsinais-Suomi
44 Pyhäranta 21.8 31.9 13.3 17.3 2.1 4.4 0.3 2.9 0 0 0.2 0.1 0 0 0 0 0 0.3 2.9 0.2 0.2 2.2 0 Varsinais-Suomi
45 Pöytyä 11.5 30.8 22 20.5 2 6.2 0.4 2.7 0 0 0.3 0 0 0 0 0 0 0.1 2.1 0.1 0.3 0.9 0 Varsinais-Suomi
46 Raisio 22.7 23.4 24.2 4.7 5.9 10.4 1.3 3.5 0 0 0.4 0 0.1 0 0 0 0 0.1 2.3 0.1 0.2 0.7 0 Varsinais-Suomi
47 Rusko 16.6 26.2 24.2 11.1 4.6 8.2 1 3.5 0 0 0.4 0 0.1 0 0 0 0 0.2 3 0.1 0.2 0.8 0 Varsinais-Suomi
48 Salo 24.1 24.6 19.7 11.6 3.8 7 1 2.7 0 0 0.4 0 0.1 0 0 0 0 0.1 3.7 0.1 0.2 0.8 0.1 Varsinais-Suomi
49 Sauvo 14 24.8 20.5 19.2 5.3 7.7 1.5 3 0 0 0.5 0 0 0 0 0 0 0.1 2.9 0.1 0.1 0.5 0 Varsinais-Suomi
50 Somero 12.8 31.8 11.9 30.5 2 4.7 0.3 2.2 0 0 0.2 0 0.1 0 0 0 0 0.1 1.8 0.1 0.3 1.1 0 Varsinais-Suomi
51 Taivassalo 9.1 23 40.3 13.6 2 5.7 0.6 2.3 0 0 0.2 0 0 0 0 0 0 0 1.2 0.8 0.2 1.2 0 Varsinais-Suomi
52 Turku 18.8 14.9 24.3 3.5 10.3 16.9 4.8 2.5 0 0 0.6 0 0.1 0 0 0 0 0.1 2.2 0.1 0.2 0.7 0 Varsinais-Suomi
53 Uusikaupunki 23.1 26.4 15 20.4 2.1 6.4 0.6 2.2 0 0 0.3 0 0.1 0 0 0 0 0.2 1.8 0.2 0.2 1 0 Varsinais-Suomi
54 Vehmaa 12.6 26.2 21.8 15.7 2.6 8.1 0.7 1.7 0 0 0.3 0.1 0.1 0 0 0 0 0.1 9.3 0.1 0.1 0.7 0 Varsinais-Suomi
55 Eura 27.2 24 11.1 22.8 1.4 7.6 0.2 2.9 0.1 0 0 0 0 0 0 0 0 0 0.9 0 0.2 1.5 0 Satakunta
56 Eurajoki 24.1 22.5 17.3 23.1 1.8 4.3 0.3 3.4 0 0 0 0 0 0 0 0 0 0 1.3 0 0.3 1.4 0 Satakunta
57 Harjavalta 31.6 24.5 14.5 10.7 1.7 10.6 0.1 3.2 0 0 0 0 0 0 0 0 0 0 1.2 0 0.3 1.7 0 Satakunta
58 Huittinen 13.6 36.9 12.4 24.7 1.5 4.6 0.2 2.9 0 0 0 0 0 0 0 0 0 0 1.7 0 0.1 1.3 0 Satakunta
59 Jämijärvi 16.8 36.2 4.7 31.7 0.5 2.5 0 6.3 0 0 0 0 0 0 0 0 0 0 0.4 0 0 0.8 0 Satakunta
60 Kankaanpää 18.6 39.5 6 25.5 1.4 4.3 0.1 3 0 0 0 0 0 0 0 0 0 0 0.6 0 0.2 0.7 0 Satakunta
61 Karvia 10 39.5 6.3 38.1 0.4 1.7 0.7 1.8 0 0 0 0 0 0.1 0 0 0 0 0.5 0 0.1 0.6 0 Satakunta
62 Kokemäki 19.9 32.1 12.5 21 1.2 7.7 0.3 2.6 0.1 0 0 0 0 0.1 0 0 0 0 1 0 0.1 1.4 0 Satakunta
63 Merikarvia 18.9 36.9 8.8 25.4 1.3 4.3 0.2 1.8 0 0 0 0 0 0.2 0 0 0 0 0.7 0 0.3 1.3 0 Satakunta
64 Nakkila 21.2 24.9 15.1 17.1 1.5 13.6 0.4 3 0.1 0 0 0 0 0 0 0 0 0 1.3 0 0.3 1.6 0 Satakunta
65 Pomarkku 17.5 36 10.9 22.2 0.9 5.6 0.3 3.9 0 0 0 0 0 0 0 0 0 0 1.1 0 0.1 1.5 0 Satakunta
66 Pori 23.6 25.4 19.8 7.6 3.7 11.5 0.4 3.6 0.1 0 0 0 0 0 0 0 0 0 2.6 0 0.2 1.3 0 Satakunta
67 Rauma 34.3 20.6 21.9 9 3.3 5.2 0.4 2.7 0 0 0 0 0 0 0 0 0 0 1.3 0 0.2 1 0 Satakunta
68 Siikainen 17.3 36.5 5 32.2 0.7 3.8 0 3.8 0.1 0 0 0 0 0 0 0 0 0 0.3 0 0.4 0.1 0 Satakunta
69 Säkylä 21.8 25.9 15.4 26.2 2 4.7 0.3 1.7 0 0 0 0 0 0.1 0 0 0 0 0.8 0 0.1 1 0 Satakunta
70 Ulvila 24.5 27.1 18 11.5 2.2 9.3 0.2 3.7 0 0 0 0 0 0.1 0 0 0 0 2.1 0 0.2 1.3 0 Satakunta
71 Asikkala 14.1 24.9 20.6 22.8 3.4 3.8 0.1 7 0 0 0.1 0 0.1 0.3 0 0 0 0.2 1.7 0 0.2 0.5 0 Häme
72 Forssa 29.3 24.2 18.5 10.8 3.3 6.8 0.2 3.8 0 0 0.2 0.1 0.2 0.2 0 0 0 0.1 1.6 0 0.3 0.5 0 Häme
73 Hartola 18.3 26.2 17.6 23.7 1.9 2.9 0.1 5.6 0 0 0.2 0 0 0.2 0 0 0 0.5 1 0 0.7 1.2 0 Häme
74 Hattula 21.9 26.3 23.2 8.4 4.6 4.6 0.2 5.1 0 0 0.5 0 0.2 0.2 0 0 0 0.1 3.8 0 0.3 0.7 0 Häme
75 Hausjärvi 19.9 28.1 18.8 9.8 3.1 6.3 0.1 6.7 0 0 0.3 0.1 0.2 0.3 0 0 0 0.5 4.7 0 0.4 0.6 0 Häme
76 Hollola 18.3 25.6 26.2 10.4 4.7 3.9 0.2 6.5 0.1 0 0.3 0 0.1 0.3 0 0 0 0.3 2.2 0 0.3 0.7 0 Häme
77 Humppila 20.4 31.5 13.4 18.5 2.5 6 0 4.5 0 0 0.2 0 0.1 0.5 0 0 0 0.2 1.4 0 0.2 0.6 0 Häme
78 Hämeenlinna 24.4 22.5 23.3 6.4 6.3 5.7 0.3 5.3 0 0 0.5 0 0.2 0.2 0 0 0 0.3 3.7 0 0.2 0.7 0 Häme
79 Heinola 31.6 25.2 19.6 7.7 2.5 3.3 0.2 6.4 0 0 0.2 0 0.1 0.3 0 0 0 0.3 1.7 0 0.2 0.5 0 Häme
80 Janakkala 24.6 25 18.3 10.1 4.8 5.5 0.2 5.3 0.1 0 0.4 0 0.2 0.2 0 0 0 0.4 3.7 0 0.4 0.9 0 Häme
81 Jokioinen 17.6 33.2 12.7 16.1 2.9 11.5 0.1 2.8 0.1 0 0.2 0.1 0.2 0.2 0 0 0 0.1 1.6 0 0.2 0.5 0 Häme
82 Kärkölä 22.1 29.2 22.9 10.1 2 4.6 0.6 3.5 0 0 0.2 0 0.4 0.6 0 0 0 0.3 2.4 0 0.4 0.7 0 Häme
83 Lahti 25.5 23.2 22.6 5.2 5.4 6.2 0.4 5.9 0 0 0.5 0.1 0.3 0.4 0 0 0 0.2 3.2 0 0.2 0.8 0 Häme
84 Loppi 16.6 23.5 24 14.4 2.8 6.8 0.2 3.3 0.1 0 0.2 0.1 0.2 0.2 0 0 0 0.2 6.4 0 0.3 0.8 0 Häme
85 Orimattila 18.3 33.4 18.3 11.9 4.8 3.5 0.2 4.5 0.1 0 0.3 0.1 0.2 0.3 0 0 0 0.2 2.7 0 0.4 0.9 0 Häme
86 Padasjoki 23.4 25.2 20.2 14 1.9 3.2 0.2 7.8 0 0 0.2 0.1 0.3 0.5 0 0 0 0.2 1.6 0 0.4 0.7 0 Häme
87 Riihimäki 23.9 22 19.5 3.6 5 11.3 0.4 6.9 0.1 0 0.4 0.1 0.2 0.3 0 0 0 0.3 5 0 0.4 0.5 0 Häme
88 Sysmä 18.6 24.8 21.6 23.3 1.1 2.9 0.1 4.5 0 0 0.2 0 0 0.1 0 0 0 0.4 1.4 0 0.3 0.7 0 Häme
89 Tammela 19.1 25.8 20.1 20.3 2.5 5 0.1 4.4 0 0 0.1 0.1 0.1 0.1 0 0 0 0.2 1.4 0 0.1 0.6 0 Häme
90 Ypäjä 13.9 31.4 16.1 21.4 2.6 6.4 0.2 4.1 0 0 0.4 0 0.2 0.2 0 0 0 0.2 2 0 0.5 0.5 0 Häme
91 Akaa 28.7 25.2 18.7 7.1 4.5 5.2 0.1 4.8 0.1 0 0.7 0.2 0.2 0.1 0 0 0 0.2 2.9 0.2 0.2 0.9 0 Pirkanmaa
92 Hämeenkyrö 19.1 27.7 12.8 22.1 2.5 5.9 0.1 5.4 0 0 0.3 0.1 0.2 0 0 0 0 0.2 1.9 0.1 0.2 1.4 0 Pirkanmaa
93 Ikaalinen 19.8 25.1 13.7 21.3 2 3.6 0.1 10.5 0.1 0 0.3 0.2 0.2 0 0 0 0 0.2 1 0.1 0.3 1.6 0.1 Pirkanmaa
94 Juupajoki 23.6 27.3 12.4 22.4 2.8 3.9 0.2 4.6 0.1 0 0.2 0.2 0 0 0 0 0 0 1.5 0.2 0.1 0.6 0 Pirkanmaa
95 Kangasala 24.3 21.6 24.5 6.5 5.7 4.4 0.2 7.4 0.1 0 0.4 0.1 0.1 0 0 0 0 0.2 3 0.1 0.2 1 0 Pirkanmaa
96 Kihniö 8.8 51 3.8 12.5 0.7 1.7 0 19.3 0 0 0.1 0 0 0 0 0 0 0.2 1.2 0.2 0.2 0.4 0 Pirkanmaa
97 Lempäälä 21.8 22 26 7.4 6.6 4.4 0.1 6.3 0.1 0 0.6 0.1 0.1 0 0 0 0 0.1 3.1 0 0.1 1 0 Pirkanmaa
98 Mänttä-Vilppula 35.1 22.3 8.5 21.2 1.4 3.7 0 4.5 0.1 0 0.2 0.1 0.1 0 0 0 0 0.2 1.3 0.1 0.2 0.8 0 Pirkanmaa
99 Nokia 25.6 23.3 19.7 4.7 5.2 11.2 0.3 4.4 0.1 0 0.5 0.2 0.3 0 0 0 0 0.2 3 0.2 0.2 1 0 Pirkanmaa
100 Orivesi 22.6 25.9 16.3 14.8 3.1 6.1 0.1 6.5 0 0 0.3 0.1 0.2 0 0 0 0 0.2 2 0.5 0.1 1.1 0 Pirkanmaa
101 Parkano 12.8 26.6 7.1 9.8 0.8 2 0 37.6 0.1 0.1 0.1 0.1 0.2 0 0 0 0 0.2 0.6 0.1 0.3 1.7 0 Pirkanmaa
102 Pirkkala 25.8 18.4 29 4.4 7.1 3.3 0.3 6.1 0.1 0 0.6 0 0.1 0 0 0 0 0.2 3.4 0.1 0 0.9 0 Pirkanmaa
103 Punkalaidun 16.2 19.2 17 38.4 1.1 2.9 0.2 2.1 0 0 0.1 0.1 0.1 0 0 0 0 0.5 0.7 0.1 0.4 1 0 Pirkanmaa
104 Pälkäne 21.6 23.9 24.3 11.9 3.4 3.9 0.1 5 0.1 0 0.3 0.1 0.2 0.1 0 0 0 0.2 3 0.2 0.3 1.3 0.1 Pirkanmaa
105 Ruovesi 21.7 25 14.3 23.4 1.6 6.1 0.1 4.1 0.2 0 0.2 0.2 0.1 0 0 0 0 0.1 1.5 0.1 0 1.2 0.1 Pirkanmaa
106 Sastamala 22.8 27.2 19.2 12.2 2.2 5.3 1.4 6.4 0.1 0 0.2 0.1 0.1 0 0 0 0 0.2 1.3 0.1 0.2 0.9 0 Pirkanmaa
107 Tampere 27.6 15.8 22.9 3.6 11.1 8.5 0.3 4.4 0.2 0.1 0.9 0.2 0.2 0 0 0 0 0.2 2.7 0.1 0.2 0.8 0 Pirkanmaa
108 Urjala 21.4 31.5 14.8 19.3 2.4 3 0.2 3 0.3 0 0.2 0.2 0.2 0 0 0 0 0.2 1.8 0.1 0.1 1.2 0 Pirkanmaa
109 Valkeakoski 33.1 21.3 23.8 5.5 2.7 5.9 0.1 3.3 0.1 0 0.5 0.3 0.1 0 0 0 0 0.1 1.8 0.2 0.2 0.9 0 Pirkanmaa
110 Vesilahti 18.2 23.7 20.9 16.8 4.5 3.2 0.3 6.4 0.1 0 0.4 0.1 0.2 0 0 0 0 0.3 2.8 0.2 0.2 1.6 0 Pirkanmaa
111 Virrat 21.2 24 10.6 25.4 1.5 5.2 0.1 9.6 0 0 0.2 0.1 0.1 0 0 0 0 0.2 1.1 0.1 0.2 0.5 0 Pirkanmaa
112 Ylöjärvi 23.2 27.8 20.4 8.3 4.7 4.8 0.2 5.1 0.1 0 0.3 0.1 0.2 0 0 0.1 0 0.2 3.2 0.1 0.2 1.1 0 Pirkanmaa
113 Enonkoski 24.3 14.1 9.2 31.8 1.5 2.4 0.3 4.9 0 0 0 0 0 0 0 0 0 0.1 9.3 0 0.9 1.2 0 Kaakkois-Suomi
114 Hamina 23.7 30.5 21.3 9 4.4 2.4 0.2 2.7 0 0 0.2 0.1 0 0 0 0 0.1 0.1 4.3 0 0.4 0.7 0 Kaakkois-Suomi
115 Heinävesi 21.5 21.4 12.4 27.8 3 2.8 0.1 8.2 0 0 0.2 0.1 0.1 0 0 0 0 0.2 1.5 0 0.3 0.5 0 Kaakkois-Suomi
116 Hirvensalmi 14.4 21.6 22.8 29.8 2.4 0.8 0 1.4 0 0 0.1 0.2 0 0 0 0 2.2 0.6 2.3 0 0.6 0.7 0 Kaakkois-Suomi
117 Iitti 26.6 24 14.5 23.4 2.5 2.6 0.2 2.3 0 0 0.2 0.1 0.1 0.4 0 0 0 0.2 1.7 0 0.5 0.6 0 Kaakkois-Suomi
118 Imatra 37.7 25.9 17.6 5.6 4.5 2.5 0.1 2.6 0 0 0.2 0.1 0 0 0 0 0.2 0.2 1.9 0 0.4 0.7 0 Kaakkois-Suomi
119 Joroinen 26.8 22.1 14.4 20.4 1.6 2.6 0.1 9.5 0.3 0 0 0 0.1 0 0 0 0 0.2 1.3 0 0.2 0.4 0 Kaakkois-Suomi
120 Juva 13.6 17.5 18.6 37.1 2.9 1 0.2 5.8 0 0 0.2 0.1 0 0 0 0 0.1 0.2 2 0 0.5 0.4 0 Kaakkois-Suomi
121 Kangasniemi 30.2 17.5 13.9 27.4 2.5 1.3 0.1 3.9 0 0 0.1 0.1 0 0 0 0 0.1 0.2 1.5 0 0.6 0.8 0 Kaakkois-Suomi
122 Kotka 28.4 25 22.7 2.9 4.7 8.4 0.7 3.3 0 0 0.3 0.3 0 0 0 0 0.1 0.1 1.8 0 0.5 1 0 Kaakkois-Suomi
123 Kouvola 23 24.6 25.2 10.7 4.6 4.3 0.1 3.4 0 0 0.3 0.1 0 0 0 0 0.1 0.2 1.9 0 0.5 1.1 0 Kaakkois-Suomi
124 Lappeenranta 24 20.7 24.5 11.7 8.2 3.9 0.1 3.1 0 0 0.4 0.1 0 0 0 0 0.1 0.2 1.9 0 0.5 0.7 0 Kaakkois-Suomi
125 Lemi 15.4 27.9 18.4 25.8 4.7 1.5 0 2.6 0 0 0.2 0.1 0 0 0 0 0.1 0.2 2.2 0 0.4 0.5 0 Kaakkois-Suomi
126 Luumäki 17 24.1 22.7 24.4 2.8 1.4 0.1 4.2 0 0 0.3 0.1 0 0 0 0 0.1 0.4 1.7 0 0.2 0.4 0 Kaakkois-Suomi
127 Miehikkälä 7.3 39.4 14.1 29.5 1.9 0.9 0.1 3.8 0 0 0.6 0 0 0 0 0 0 0.3 1.1 0 0.8 0.2 0 Kaakkois-Suomi
128 Mikkeli 18.9 21.7 27.4 16.5 5.9 1.7 0.1 3.3 0 0 0.2 0.1 0 0 0 0 0.1 0.2 2.7 0 0.7 0.5 0 Kaakkois-Suomi
129 Mäntyharju 16.2 25.8 29 18.1 2.7 1.8 0.1 3.2 0 0 0.1 0.3 0 0 0 0 0.2 0.1 1.6 0 0.4 0.6 0 Kaakkois-Suomi
130 Parikkala 16.9 22.6 12.6 33.4 2.4 1.8 0 5.4 0 0 0 0 0 0 0 0 0 0.4 3.1 0 0.5 0.9 0 Kaakkois-Suomi
131 Pertunmaa 11.5 22.9 24.3 30.3 2.7 2.1 0.1 3.9 0 0 0 0.1 0 0 0 0 0 0.2 0.6 0 0.2 0.9 0 Kaakkois-Suomi
132 Pieksämäki 21 21.5 16.7 18.4 7.1 5.9 0.1 5.2 0 0 0.1 0.1 0 0 0 0 0.2 0.5 2.4 0 0.3 0.6 0 Kaakkois-Suomi
133 Puumala 15.8 21.4 17.8 31.5 3.4 1.5 0.1 5.1 0 0 0.1 0.2 0 0 0 0 0.1 0.3 1.7 0 0.4 0.3 0 Kaakkois-Suomi
134 Pyhtää 21.7 23.9 26.2 12.3 3.5 3.8 2.4 2.6 0 0 0.1 0.1 0 0 0 0 0.1 0.2 1.5 0 0.5 1.2 0 Kaakkois-Suomi
135 Rantasalmi 19.7 17.2 13.2 35.5 2.5 2.9 0.1 2.9 0 0 0.1 0.1 0 0 0 0 0 0.1 5 0 0.2 0.6 0 Kaakkois-Suomi
136 Rautjärvi 38.1 22.1 9.4 20.6 1.7 2.2 0 3.4 0 0 0 0.1 0 0 0 0 0 0.2 1.2 0 0.6 0.6 0 Kaakkois-Suomi
137 Ruokolahti 25.6 25.8 16.3 19.8 2.6 2.4 0.1 3.6 0 0 0.1 0 0 0 0 0 0.1 0.2 2.5 0 0.2 0.7 0 Kaakkois-Suomi
138 Savitaipale 15.8 21.5 21.4 27.9 4.6 1.1 0.1 4.6 0 0 0.2 0 0 0 0 0 0.2 0.2 1.6 0 0.2 0.8 0 Kaakkois-Suomi
139 Savonlinna 25.1 14.4 10.5 17.3 3.4 3.5 0.1 5.2 0 0 0.1 0.1 0 0 0 0 0.1 0.2 18.8 0 0.9 0.4 0 Kaakkois-Suomi
140 Sulkava 18 13.1 31.7 26.3 1.5 1.8 0.2 3.1 0 0 0.2 0.1 0 0 0 0 0 0 3.3 0 0.4 0.4 0 Kaakkois-Suomi
141 Taipalsaari 19.8 22.8 23.4 16.2 7.2 1.3 0.2 4.7 0 0 0.1 0.1 0 0 0 0 0.1 0.3 2.6 0 0.4 0.7 0 Kaakkois-Suomi
142 Virolahti 13.6 38.9 14.7 23 3.3 2.2 0.3 1.6 0 0 0.2 0.1 0 0 0 0 0 0.1 1.1 0 0.3 0.6 0 Kaakkois-Suomi
143 Iisalmi 14.3 23.4 15.9 17.1 2.8 5.9 0 17.5 0.1 0 0.2 0 0.1 0 0 0 0 0.2 1.5 0 0.2 0.6 0 Savo-Karjala
144 Ilomantsi 30.2 17.8 4.1 36.1 1.6 3.3 0 4.7 0 0 0.1 0.2 0.1 0 0 0 0 0.1 0.8 0 0 0.9 0 Savo-Karjala
145 Joensuu 24.1 17.5 15.1 16.3 9 6.5 0.1 7 0.3 0 0.2 0.2 0.2 0 0 0 0 0.2 2.4 0 0.3 0.7 0 Savo-Karjala
146 Juuka 20.2 23.5 6.8 31.3 2.1 1.6 0 12.2 0 0 0.1 0.2 0.2 0 0 0 0 0.1 0.6 0 0.3 0.6 0 Savo-Karjala
147 Kaavi 14.8 29.8 7.9 26.3 1.7 5.6 0 11.7 0 0 0 0 0 0 0 0 0 0.3 0.5 0 0.4 0.9 0 Savo-Karjala
148 Keitele 14.9 23.1 9.1 28.2 3.1 4.3 0.1 15.2 0 0 0.1 0.1 0.1 0 0 0 0 0.1 0.9 0 0.2 0.7 0 Savo-Karjala
149 Kitee 19.7 21.8 10.9 28.3 2.8 1.7 0 10.2 0.1 0 0.1 0 0.3 0 0 0 0 0.2 3 0 0.2 0.7 0.1 Savo-Karjala
150 Kiuruvesi 4.5 21.8 6 40.9 1.3 9.6 0 9.5 0.1 0 0 0.1 0.1 0 0 0 0 0.4 4.7 0 0.2 0.6 0 Savo-Karjala
151 Kontiolahti 21.9 24.8 13.6 20.7 5.3 2.4 0 7.5 0.1 0 0.2 0.1 0.1 0 0 0 0 0.1 2.3 0 0.2 0.8 0 Savo-Karjala
152 Kuopio 17 17.6 24.1 12.7 8.3 6.4 0.1 9.6 0.2 0 0.3 0.1 0.2 0 0 0 0 0.1 2.4 0 0.1 0.7 0 Savo-Karjala
153 Outokumpu 19.6 23.1 6.5 32.2 2.6 6.3 0 6.8 0.1 0 0.2 0.1 0.1 0 0 0 0 0 1.1 0 0.3 1 0 Savo-Karjala
154 Lapinlahti 9.3 29.2 8.7 21.3 2.2 4.4 0.1 21.8 0 0 0.3 0 0.1 0 0 0 0 0.2 1.7 0 0.1 0.5 0 Savo-Karjala
155 Leppävirta 16.3 17.9 12.2 36.1 1.9 4.8 0 8.1 0 0 0.2 0.1 0.2 0 0 0 0 0.1 1.2 0 0.2 0.7 0 Savo-Karjala
156 Lieksa 19.8 18 6.1 44.4 2.5 2.2 0 4.8 0.1 0 0.1 0.1 0.1 0 0 0 0 0 1 0 0.2 0.5 0 Savo-Karjala
157 Liperi 21.1 22.7 12.7 24 3.3 2 0 9.9 0.2 0 0.1 0 0.1 0 0 0 0 0.1 2.4 0 0.2 1.1 0 Savo-Karjala
158 Nurmes 18.4 27.6 5.3 27.8 2.8 3.4 0 11.1 0.1 0 0.1 0 0.1 0 0 0 0 0.2 1.2 0 0.1 1.4 0.4 Savo-Karjala
159 Pielavesi 10.3 22.8 7.6 37.8 1.3 6.8 0.1 10.3 0 0 0.3 0 0.1 0 0 0 0 0.2 1.1 0 0.3 1.2 0 Savo-Karjala
160 Polvijärvi 18 26.7 5.8 34 1.9 2.1 0 8.9 0 0 0.2 0 0.1 0 0 0 0 0.1 0.9 0 0.1 1.1 0 Savo-Karjala
161 Rautalampi 14.5 19.6 13.8 23.9 6.7 4.3 0.1 14.1 0.1 0 0.3 0.1 0.2 0 0 0 0 0.1 1.3 0 0.2 0.7 0.1 Savo-Karjala
162 Rautavaara 13.9 27 6.7 22.4 1.6 10.9 0.1 15.7 0.1 0 0 0.1 0 0 0 0 0 0 1.2 0 0 0.3 0 Savo-Karjala
163 Rääkkylä 12 21.7 17.8 31.6 2.5 2.3 0 9.3 0 0 0.1 0.1 0.2 0 0 0 0 0.3 0.5 0 0 1.7 0 Savo-Karjala
164 Siilinjärvi 15.4 21.5 19.9 19.3 4.7 4.1 0.1 10.8 0.1 0 0.1 0.1 0.1 0 0 0 0 0.2 2.8 0 0.1 0.9 0 Savo-Karjala
165 Sonkajärvi 10.1 32.5 8.4 25.8 1.2 4.7 0 15.6 0 0 0 0.1 0 0 0 0 0 0.2 0.9 0 0 0.3 0 Savo-Karjala
166 Suonenjoki 13.7 23.7 13.6 22.6 2.9 5.3 0.1 14.1 0.2 0 0.2 0.1 0.1 0 0 0 0 0.1 2.2 0 0.3 0.6 0 Savo-Karjala
167 Tervo 13.6 22.8 10.5 33 2.4 3 0 9.8 0.2 0 0.9 0.1 0.1 0 0 0 0 0.1 1.7 0 0.1 1.6 0 Savo-Karjala
168 Tohmajärvi 20.6 21.8 9.7 30.1 2.2 2.1 0 8.8 0 0 0.1 0.3 0.2 0 0 0 0 0.3 2.3 0 0.5 1 0.1 Savo-Karjala
169 Tuusniemi 9.9 23.8 10 25 2.3 15.8 0 10.2 0.1 0 0.3 0.2 0.1 0 0 0 0 0.2 0.8 0 0.3 1 0 Savo-Karjala
170 Varkaus 37.1 16.6 19.5 7.5 2.2 7.1 0 7.7 0.1 0 0.1 0 0.1 0 0 0 0 0.1 1 0 0.3 0.6 0 Savo-Karjala
171 Vesanto 15.2 20.6 11.2 33.2 1.6 3.7 0 11.8 0.1 0 0.1 0 0.3 0 0 0 0 0.1 1.4 0 0.3 0.4 0 Savo-Karjala
172 Vieremä 8 23.2 8.2 26.7 1.8 4.4 0 25.4 0 0 0.1 0 0.1 0 0 0 0 0.3 1.4 0 0.2 0.3 0 Savo-Karjala
173 Alajärvi 4.5 23.8 17.6 37.2 2.3 0.9 0.4 10.4 0 0 0.1 0 0 0 0 0 0 0.1 0.6 0 0.2 1.8 0 Vaasa
174 Alavus 7.5 34.4 10.6 34.2 1.7 1.5 0.3 6.2 0 0 0.1 0 0 0 0 0 0 0.1 1.4 0 0.1 1.8 0 Vaasa
175 Evijärvi 6 28.3 11.8 40.9 1 1.7 0.7 7.2 0 0 0 0 0 0 0 0 0 0 1 0 0.1 1.3 0 Vaasa
176 Halsua 2.7 25.9 3.5 52.3 0.7 0.5 1 12.5 0 0 0 0 0 0 0 0 0 0.2 0.3 0 0 0.5 0 Vaasa
177 Ilmajoki 9.4 33.5 18.6 25.2 2.3 1.4 0.4 5.3 0 0 0.2 0 0 0 0 0 0 0 1.5 0 0.1 1.9 0 Vaasa
178 Isojoki 7.7 35.2 14 34.7 0.9 1.3 0.7 2.9 0 0 0 0 0 0 0 0 0 0 1.3 0 0.1 1.3 0 Vaasa
179 Isokyrö 10.9 28.1 19.2 28.3 1.4 1.7 0.8 5.5 0 0 0.1 0 0 0 0 0 0 0 2.1 0 0.5 1.3 0 Vaasa
180 Kannus 10.2 26.8 12.6 38 1.5 1.8 0.6 6.2 0 0 0.1 0 0 0 0 0 0 0 0.8 0 0.1 1.1 0 Vaasa
181 Karijoki 5.2 53.2 9.3 25.2 1 0.5 1.5 2.2 0 0 0 0 0 0 0 0.1 0 0 0.5 0 0.2 1.1 0 Vaasa
182 Kaskinen 22.4 18.8 16.5 4 1.9 6.7 25.2 1.9 0 0 0.1 0.3 0 0 0 0 0 0.1 1 0 0.1 1 0 Vaasa
183 Kauhajoki 6.2 34 14.9 35.7 1.6 1.8 0.5 2.1 0 0 0.1 0.1 0 0 0 0 0 0.1 1.2 0 0.2 1.5 0 Vaasa
184 Kauhava 5.8 30.1 18 32.3 0.9 1 0.5 6.9 0 0 0.1 0.1 0 0 0 0 0 0.1 1.5 0 0.2 2.5 0 Vaasa
185 Kaustinen 8.2 30.1 8.2 40.5 1.5 1.1 1.3 5.4 0 0 0.6 0 0 0 0 0 0 0.2 1.7 0 0.1 1 0 Vaasa
186 Kokkola 18.1 20.9 14.2 19.9 2.9 3.7 7.6 9.3 0 0 0.3 0 0 0 0 0 0 0.1 1.1 0 0.3 1.7 0 Vaasa
187 Korsnäs 5.9 1.8 0.4 0.1 0.4 0.6 87.9 2 0 0 0.1 0 0 0 0 0 0 0 0.4 0 0 0.5 0 Vaasa
188 Kristiinankaupunki 8.7 13.8 7.9 7.5 1.4 1.5 53.4 3.4 0 0 0.2 0 0 0 0 0 0 0 1 0 0.2 1.1 0 Vaasa
189 Kruunupyy 5.5 7.9 9.6 4.2 1.1 0.9 60 8.7 0 0 0.1 0.1 0 0 0 0 0 0 0.7 0 0.3 0.9 0 Vaasa
190 Kuortane 5 26.1 25.9 31.6 2 0.6 0.4 4.8 0 0 0 0 0 0 0 0 0 0.3 1.9 0 0.1 1.2 0 Vaasa
191 Kurikka 9.2 34.4 18.3 27.4 2 2.5 0.4 3.2 0 0 0.1 0.1 0 0 0 0 0 0 1.1 0 0.2 1.2 0 Vaasa
192 Laihia 12.3 34.4 18.4 18.7 2.1 3.7 2 4.2 0 0 0.2 0.1 0 0 0 0 0 0.1 1.8 0 0.2 2 0 Vaasa
193 Lappajärvi 6.5 23.8 16.8 41.2 1.7 1.3 0.4 5.6 0 0 0.1 0 0 0 0 0 0 0.1 1.1 0 0.2 1.2 0 Vaasa
194 Lapua 8 27.9 28.5 24.5 1.5 1.3 0.4 4.5 0 0 0.1 0 0 0 0 0 0 0.1 1.3 0 0.2 1.8 0 Vaasa
195 Lestijärvi 8.5 18.6 2.8 53.8 2.6 6.6 0.5 5.2 0 0 0 0 0 0 0 0 0 0 0.2 0 0.5 0.7 0 Vaasa
196 Luoto 7.2 4.4 1.6 0.5 1 0.7 31.2 51.3 0 0 0 0 0 0 0 0 0 0.1 0.4 0 0.1 1.3 0 Vaasa
197 Maalahti 7.5 3.4 1.3 0.9 1 0.6 81.7 2.2 0 0 0 0 0 0 0 0 0 0.1 0.3 0 0.4 0.6 0 Vaasa
198 Mustasaari 9.6 9 5.2 1.3 2.5 1.1 64.2 4.2 0 0 0.1 0 0 0 0 0 0 0.1 1.2 0 0.3 1.2 0 Vaasa
199 Närpiö 7.8 2.6 0.7 0.6 0.6 0.6 82.6 3.2 0 0 0.1 0 0 0 0 0 0 0 0.5 0 0.1 0.5 0 Vaasa
200 Perho 16.6 31.1 7.5 33.2 0.3 1.4 0.4 5.6 0 0 0 0.1 0 0 0 0.1 0 0.1 0.6 0 0.1 2.9 0 Vaasa
201 Pietarsaari 18.6 12.2 3.7 2.3 2.8 4.2 43.7 10.2 0 0 0.2 0.1 0 0 0 0 0 0.2 0.9 0 0.3 0.6 0 Vaasa
202 Pedersören kunta 6.7 5.1 1.4 0.8 1.4 0.7 51 31.4 0 0 0.1 0 0 0 0 0 0 0 0.6 0 0.3 0.5 0 Vaasa
203 Seinäjoki 11.2 23.8 23.6 22.3 4.1 2.8 0.6 5.6 0 0 0.2 0.1 0 0 0 0 0 0.1 3.1 0 0.2 2.2 0 Vaasa
204 Soini 4.9 28.5 9.2 39.3 1.6 1.4 0.2 12.1 0 0 0 0 0 0 0 0.1 0 0 0.5 0 0.5 1.6 0 Vaasa
205 Teuva 7.2 30.8 18 27.6 0.8 6.1 0.7 5.5 0 0 0.1 0.4 0 0 0 0 0 0.1 1.1 0 0.2 1.4 0 Vaasa
206 Toholampi 5.9 18.9 4.7 56.2 1 1.5 0.5 9.9 0 0 0 0 0 0 0 0 0 0 0.5 0 0.1 0.9 0 Vaasa
207 Uusikaarlepyy 9 8.3 0.9 0.8 1.1 0.8 71.5 6.6 0 0 0 0 0 0 0 0 0 0.2 0.4 0 0.1 0.5 0 Vaasa
208 Vaasa 19.3 18.7 14.9 4.3 5.5 3.8 25.8 3.8 0 0 0.4 0.1 0 0 0 0 0 0.1 2 0 0.3 1.1 0 Vaasa
209 Veteli 7.9 29.2 8.2 40.8 0.9 0.9 0.7 7.8 0 0 0 0 0 0 0 0 0 0.1 1 0 0.3 2.1 0 Vaasa
210 Vimpeli 6.9 19.4 34.6 21.8 1.3 6.3 0.7 6.8 0 0 0.1 0.1 0 0 0 0 0 0.1 0.4 0 0.2 1.5 0 Vaasa
211 Vöyri 5 4.1 1.7 1.7 1.2 0.7 80.3 3.7 0 0 0.1 0 0 0 0 0 0 0.1 0.7 0 0.2 0.6 0 Vaasa
212 Ähtäri 13 21.9 9.8 44.5 1.4 1.8 0.5 4 0 0 0.1 0 0 0 0 0 0 0.1 1.8 0 0 1.1 0 Vaasa
213 Hankasalmi 18.3 25 9.1 31.9 2.6 5.6 0.1 4.2 0.2 0 0 0.2 0 0 0 0 0 0.1 1 0.2 0.5 0.9 0 Keski-Suomi
214 Joutsa 15.9 30.2 13.4 24.8 3.6 2 0.2 7.7 0 0 0 0.2 0 0 0 0 0 0.2 1.1 0.1 0.2 0.4 0 Keski-Suomi
215 Jyväskylä 22.7 17.1 19.5 12.5 11.3 8.3 0.1 5.1 0.2 0 0 0.2 0 0 0 0 0 0.1 1.7 0.2 0.4 0.8 0 Keski-Suomi
216 Jämsä 31.7 27.8 14.7 12.3 2.8 4.1 0.1 3.8 0.1 0 0 0.1 0 0 0 0 0 0.2 0.9 0.2 0.4 1.1 0 Keski-Suomi
217 Kannonkoski 22.8 24.7 11.8 33.4 2.1 1.8 0.1 1.8 0 0 0 0 0 0 0 0 0 0 0.3 0 0.4 0.7 0 Keski-Suomi
218 Karstula 14.6 23.2 15.2 36.2 1.7 1.6 0.2 5.7 0 0 0 0.1 0 0 0 0 0 0.2 0.3 0.1 0.2 0.6 0 Keski-Suomi
219 Keuruu 22 24.2 15.8 21.6 3.7 2.7 0.1 7.5 0.1 0 0 0.2 0 0 0 0 0 0.1 0.9 0.2 0.4 0.6 0 Keski-Suomi
220 Kinnula 13.4 23 5.3 50.6 0.4 2 0.1 1.8 0 0 0 0 0 0 0 0 0 0.2 0.4 0 0.3 2.3 0 Keski-Suomi
221 Kivijärvi 15.4 23.5 6.4 48.9 0.8 0.5 0.2 1.8 0 0 0 0 0 0 0 0 0 0.3 0.5 0 0.7 1 0 Keski-Suomi
222 Konnevesi 16.9 24.1 11.3 31.9 2.4 4.8 0.1 6.1 0.1 0 0 0.1 0 0 0 0 0 0.1 1 0.1 0.3 0.9 0 Keski-Suomi
223 Kuhmoinen 23.7 25.4 20.5 17.4 1.8 2.2 0.2 4.6 0.1 0 0.5 0.2 0.1 0.1 0 0 0 0.5 2.2 0.2 0 0.3 0.2 Keski-Suomi
224 Kyyjärvi 8.9 23 7.9 49 0.6 1.2 0 8 0 0 0 0 0 0 0 0 0 0.1 0.1 0.1 0.1 0.9 0 Keski-Suomi
225 Laukaa 22.3 26.4 13.5 20.9 3.6 4 0.1 6.2 0.1 0 0 0.1 0 0 0 0 0 0.1 1.2 0.2 0.4 1.1 0 Keski-Suomi
226 Luhanka 14.3 28.1 17.5 29.4 0.9 2.2 0 6.3 0 0 0 0 0 0 0 0 0 0 0.4 0.2 0 0.6 0 Keski-Suomi
227 Multia 14.3 24.4 8.3 37.5 2.7 4.8 1.4 4.8 0.1 0 0 0 0 0 0 0 0 0 0.9 0 0.2 0.6 0 Keski-Suomi
228 Muurame 23.5 18.5 24.9 15.3 5.8 3.9 0.1 5.1 0.1 0 0 0.2 0 0 0 0 0 0 1.2 0.1 0.3 0.9 0 Keski-Suomi
229 Petäjävesi 24.8 25.2 10.1 20.6 5.1 3.2 0.3 7.6 0.1 0 0 0 0 0 0 0 0 0 1.5 0.1 0.2 1.1 0 Keski-Suomi
230 Pihtipudas 18.7 19.5 4.7 47.6 1.4 2.5 0 3.5 0 0 0 0 0 0 0 0 0 0.1 0.5 0 0.7 0.5 0 Keski-Suomi
231 Saarijärvi 16.6 25.9 7.7 36.5 2.2 2.7 0.1 5.5 0.1 0 0 0.1 0 0 0 0 0 0.2 0.8 0.1 0.8 0.7 0 Keski-Suomi
232 Toivakka 16.1 26.3 12.5 25.3 3.2 3 0.1 11 0 0 0 0.1 0 0 0 0 0 0 0.8 0 0.2 1.5 0 Keski-Suomi
233 Uurainen 15.1 26.7 8 32.9 2.3 2.7 0.1 8.9 0.2 0 0 0 0 0 0 0 0 0.1 1.1 0.2 1 0.8 0 Keski-Suomi
234 Viitasaari 31.2 20.5 7.9 24.6 2.3 4.2 0.1 6.7 0.1 0 0 0.1 0 0 0 0 0 0.1 0.7 0.1 0.7 0.7 0 Keski-Suomi
235 Äänekoski 26.7 22.1 8.4 20.3 4.5 10.3 0.2 4.6 0.1 0 0 0.1 0 0 0 0 0 0.3 0.8 0.2 0.3 1 0 Keski-Suomi
236 Alavieska 5.3 33.8 6 43 0.6 6.1 0.1 2.6 0 0 0.1 0 0 0 0 0 0 0.6 0.6 0 0.4 0.7 0 Oulu
237 Haapajärvi 10.9 30.6 8.9 36.7 1.9 5.2 0.2 2.8 0 0 0.2 0 0 0 0 0 0 0.2 0.9 0 0.5 0.8 0 Oulu
238 Haapavesi 7.1 29.3 4.4 45.1 1.6 6.8 0.1 1.9 0 0 0.1 0.1 0 0 0 0 0.5 0.1 0.8 0 0.1 2 0 Oulu
239 Hailuoto 14 25.8 16.6 27 6.4 6.1 0.3 1.2 0 0 0 0.2 0 0 0 0 0 0.8 0.3 0 0 1.2 0 Oulu
240 Hyrynsalmi 8.8 30.6 4.9 33.7 1.2 13.3 0.1 6.4 0 0 0 0 0 0 0 0 0 0.1 0.4 0 0.1 0.4 0 Oulu
241 Ii 13.4 30.4 11.4 26.5 2.9 11 0.1 1.7 0 0 0.2 0.1 0 0.1 0 0 0 0.2 0.8 0 0.3 0.8 0 Oulu
242 Kajaani 16 27.6 12.8 19.3 5.5 12 0.1 4.1 0 0 0.3 0.2 0 0 0 0 0 0.3 0.7 0 0.5 0.7 0 Oulu
243 Kalajoki 9.5 26.1 11 37.2 2.1 6.2 0.1 4.6 0 0 0.2 0.1 0 0 0 0 0 0.3 0.9 0 0.4 1.4 0 Oulu
244 Kempele 15.2 24.8 20.2 24.6 3.6 5.7 0.2 2.3 0 0 0.3 0 0 0 0 0 0 0.2 1.1 0 0.4 1.5 0 Oulu
245 Kuhmo 11.2 28.8 3.7 42.4 1.7 6.1 0 4.7 0 0 0.1 0.1 0 0 0 0 0.1 0.2 0.2 0 0.4 0.5 0 Oulu
246 Kuusamo 12.1 23 10.5 39.5 7 3.5 0.1 1.2 0 0 0.2 0.1 0 0 0 0 0 0.3 1.6 0 0.2 0.7 0 Oulu
247 Kärsämäki 7.8 32.2 3.4 47.7 0.9 3.1 0.1 2.3 0 0 0.1 0.1 0 0.1 0 0 0.1 0.1 0.7 0 0.5 0.8 0 Oulu
248 Liminka 10.6 29.1 15.7 29.3 3.5 5.5 0.2 2.1 0 0 0.2 0 0 0 0 0 0 0.1 1.5 0 0.4 1.6 0 Oulu
249 Lumijoki 7.9 31.2 9.3 35.6 1.8 8.6 0.1 2 0 0 0.1 0.1 0 0 0 0 0 0.1 0.9 0 0 2.1 0 Oulu
250 Merijärvi 3.4 33.5 1.9 49.2 0.4 2.8 0 6 0 0 0.2 0 0 0 0 0 0 0.7 0.7 0 0.2 1.1 0 Oulu
251 Muhos 10.9 35.9 9 26.3 3 9.3 0 1.7 0 0 0.2 0.1 0 0 0 0 0.1 0.2 0.8 0 0.5 2 0 Oulu
252 Nivala 6.9 32.8 7.1 44.6 1.1 3.1 0.1 1.7 0 0 0.2 0.1 0 0 0 0 0.1 0.2 0.6 0 0.2 1.4 0 Oulu
253 Oulainen 10.2 27 7.6 26.7 2.1 5.6 0.1 18.1 0 0 0.2 0.1 0 0 0 0 0 0.2 0.7 0 0.3 1.2 0 Oulu
254 Oulu 16.9 22.1 20.6 16 7.7 11 0.3 1.8 0 0 0.8 0.1 0 0 0 0 0 0.3 1.3 0 0.2 0.9 0 Oulu
255 Paltamo 9.8 25.8 12.1 30.3 2.7 11.8 0.1 5.4 0 0 0.3 0 0 0 0 0 0.1 0.1 0.4 0 0.5 0.4 0 Oulu
256 Pudasjärvi 7.4 25.2 4.6 50.5 1.4 5.3 0.1 2 0 0 0.1 0.1 0 0 0 0 0 0.2 1.4 0 0.1 1.6 0 Oulu
257 Puolanka 8.1 25.6 5.4 38 1.9 13.3 0.2 3.4 0 0 0.3 0.3 0 0.1 0 0 0 0.5 0.8 0 1.7 0.5 0 Oulu
258 Pyhäjoki 10 26.6 5.7 39.9 2.4 8.5 0.2 2.4 0 0 0.3 0.1 0 0.1 0 0 0 0.1 0.7 0 0.1 3 0 Oulu
259 Pyhäjärvi 8.5 28.3 4.2 28.7 1 23.1 0.5 3.8 0 0 0 0.1 0 0 0 0 0 0.1 0.5 0 0.2 0.9 0 Oulu
260 Pyhäntä 7.6 32 7.2 40.8 1.7 5.3 0.1 2.3 0 0 0.1 0 0 0.2 0 0 0 0.1 0.7 0 0.2 1.6 0 Oulu
261 Raahe 13.9 29.4 8.2 28.3 2.3 12 0.1 2.7 0 0 0.1 0.1 0 0 0 0 0.1 0.3 0.7 0 0.3 1.4 0 Oulu
262 Reisjärvi 6 25.5 4.3 51.5 1 4.7 0.1 1.1 0 0 0.4 0.1 0 0.1 0 0 0.2 0.2 1.1 0 0.2 3.6 0 Oulu
263 Ristijärvi 7.6 25.7 7.3 41.5 2.3 7.9 0.3 5.8 0 0 0 0.3 0 0.1 0 0 0.1 0.3 0.3 0 0.1 0.4 0 Oulu
264 Sievi 4.7 38.9 5.5 37.3 1.4 4.4 0 2.6 0 0 0.1 0 0 0 0 0 0 0.3 2.6 0 0.4 1.8 0 Oulu
265 Siikajoki 8.5 30.9 6.3 40.6 1.7 5.9 0.2 2.1 0 0 0 0.1 0 0 0 0 0 0.2 0.9 0 0.2 2.4 0 Oulu
266 Sotkamo 8.4 23.9 15 27.4 2.8 9.5 0.1 10.7 0 0 0.2 0.1 0 0 0 0 0 0.2 0.5 0 0.3 0.9 0 Oulu
267 Suomussalmi 5.7 24.5 7 35.6 1.4 19.6 0.1 3.2 0 0 0.5 0.1 0 0 0 0 0 0.2 1.3 0 0.2 0.7 0 Oulu
268 Vaala 10.8 28.6 13.9 27.2 1.6 11 0.3 2.2 0 0 0.2 0 0 0 0 0 0.1 0.2 0.5 0 2.3 1 0 Oulu
269 Siikalatva 8.9 31.5 4.4 43.2 1.2 6.6 0.2 1.6 0 0 0.2 0.2 0 0 0 0 0.1 0.2 0.5 0 0.3 1.2 0 Oulu
270 Taivalkoski 16.6 28.7 5.9 38.6 1.8 3.9 0.1 1.4 0 0 0.2 0.2 0 0 0 0 0 0 0.9 0 0.7 0.7 0 Oulu
271 Tyrnävä 8.9 30.7 14.4 32.2 2.2 6.1 0.1 2 0 0 0.3 0 0 0.1 0 0 0.1 0.2 0.4 0 0.4 1.8 0 Oulu
272 Utajärvi 12.9 34 5.5 34.7 1.4 8.2 0 1.1 0 0 0.1 0 0 0 0 0 0.1 0.4 0.4 0 0.4 0.9 0 Oulu
273 Ylivieska 11.2 26.7 17 31.1 2.6 4.6 0.1 2.7 0 0 0.4 0.1 0 0 0 0 0.1 0.3 1 0 0.4 1.6 0 Oulu
274 Enontekiö 21.4 25.3 16.9 22.5 3.3 3.3 1.8 1.6 0 0 0 0.1 0 0 0 0 0 0 0.9 0 0.8 0.4 1.8 Lappi
275 Inari 22.8 27.9 15.3 16.1 5.3 7.4 1.5 1.4 0 0 0.2 0.1 0 0 0.1 0 0 0 0.7 0 0.4 0.5 0.4 Lappi
276 Kemi 27.2 26.3 8.9 14.4 1.4 18.1 0.1 0.7 0 0 0.1 0.4 0 0 0 0 0 0 0.4 0 0.3 0.9 0.8 Lappi
277 Keminmaa 13.1 31.5 8 29.9 1.5 9 0 0.7 0 0 0.1 0 0 0 0 0 0 0 0.4 0 0.3 1.4 4.1 Lappi
278 Kittilä 14.3 25.6 13.9 21.6 6 8.9 0.4 0.8 0 0 0.2 0.3 0 0 0 0 0 0 1.4 0 0.1 0.8 5.7 Lappi
279 Kolari 13.7 17.9 8.1 22.7 7.4 15.3 0.3 0.7 0 0 0.2 0.4 0 0 0 0 0 0 1.2 0 0.3 1.4 10.4 Lappi
280 Kemijärvi 13.2 28 8.7 34.5 1.7 10.9 0 1.4 0 0 0.1 0.2 0 0 0 0 0 0 0.4 0 0.3 0.4 0.4 Lappi
281 Muonio 19.9 23.1 18.7 21.3 4.4 6.5 0.4 1.8 0 0 0.1 0.2 0 0 0.1 0 0 0 0.9 0 0.2 1.1 1.3 Lappi
282 Pelkosenniemi 11.7 19.6 10.8 38.6 9.3 7.4 0 0.5 0 0 0 0 0 0 0 0 0 0 0.4 0 1.1 0.5 0.2 Lappi
283 Posio 13.2 25.4 5.1 47.3 1.8 4.5 0.2 0.9 0 0 0.1 0.3 0 0 0 0 0 0 0.3 0 0.2 0.5 0.4 Lappi
284 Ranua 9.4 27.9 10.3 45.8 0.9 1.8 0.2 0.8 0 0 0.1 0.1 0 0 0.1 0 0 0 0.4 0 0.1 1.2 1.1 Lappi
285 Rovaniemi 21.1 26.1 16.6 18.5 5.3 8.4 0.2 1.3 0 0 0.3 0.1 0 0 0 0 0 0 0.8 0 0.4 0.6 0.4 Lappi
286 Salla 11.8 24.3 6.9 41.5 1.7 10.6 0.1 1 0 0 0 0.4 0 0 0 0 0 0 0.2 0 0.5 0.6 0.5 Lappi
287 Savukoski 7.9 30.8 14.6 37.6 1.3 4.7 0.5 0.8 0 0 0.2 0.3 0 0 0 0 0 0 0.2 0 0 1 0.2 Lappi
288 Simo 11.4 32 6.5 33.9 0.7 12.8 0.1 0.5 0 0 0.1 0.1 0 0 0.1 0 0 0 0.4 0 0.2 0.4 0.9 Lappi
289 Sodankylä 13.9 27.8 9.9 34.2 2.2 6.2 0.2 1.2 0 0 0.1 0.1 0 0 0.1 0 0 0 0.6 0 0.2 0.4 2.8 Lappi
290 Tervola 10.7 31.9 5.3 35 1.2 10.9 0.2 1.3 0 0 0.1 0.4 0 0 0 0 0 0 1.2 0 0.1 1.1 0.6 Lappi
291 Tornio 14.1 30.1 9.7 33 1.7 7.9 0.2 1.1 0 0 0.1 0.2 0 0 0.1 0 0 0 0.6 0 0.2 0.8 0.4 Lappi
292 Pello 10.3 18.5 8.6 30.8 0.9 28.9 0 0.8 0 0 0 0.3 0 0 0 0 0 0 0 0 0.1 0.3 0.4 Lappi
293 Utsjoki 28.5 19.5 11.4 14.7 5.4 5.3 11.1 2.6 0 0 0.1 0.3 0 0 0 0 0 0 0.3 0 0 0.6 0.1 Lappi
294 Ylitornio 12.3 24.9 6.5 35.4 1 14.8 0.2 1 0 0 0.1 0.2 0 0 0 0 0 0 0.5 0 0.3 0.7 2 Lappi
hki2019.csv
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"Alue","SDP","PS","KOK","KESK","VIHR","VAS","RKP","KD","SIN","PIR","STL","KP","FP","LIB","SKP","EOP","IP","SKE","KTP","Muut","Suuralue"
"Kruununhaka A",6.3,5.9,34.1,2.5,26.7,8.3,9.1,0.9,0.3,1.2,0.1,0,1,0.3,0.1,0.2,0,0,0,2.9,"Eteläinen"
"Kruununhaka B",7.6,6.9,31.5,3,28.4,8.4,6.9,1.3,0.3,0.7,0.3,0,1.4,0.2,0.1,0.3,0,0,0,2.8,"Eteläinen"
"Kaartinkaupunki",3.7,6,47.1,2,15.5,3.9,16.2,0.7,0.2,0.9,0,0,0.4,0,0,0.2,0,0.1,0,3,"Eteläinen"
"Kamppi",5.4,7.3,35.9,2.3,25,7,8.4,1,0.2,1.9,0.1,0,0.7,0.6,0.1,0.3,0.1,0.1,0,3.5,"Eteläinen"
"Hietalahti",6.4,8,34.3,1.9,26.5,6.4,8.4,1.1,0.5,1.5,0.4,0,0.6,0.5,0.1,0.1,0,0,0.1,3.3,"Eteläinen"
"Lapinlahti",8.9,7.4,28.6,1.9,29.4,7.8,5.7,1.2,0.3,1.9,0.3,0,1.7,0.5,0.1,0.2,0,0,0,4.1,"Eteläinen"
"Punavuori A",8,6.6,31.7,2.2,26.9,7.9,8.7,0.6,0.4,2,0.2,0,0.6,0.3,0.1,0.3,0,0,0.1,3.3,"Eteläinen"
"Punavuori B",6,6.2,29.5,1.9,26.5,8.8,12.9,1.1,0.1,1.6,0.1,0,0.7,0.1,0,0.4,0.1,0,0,3.9,"Eteläinen"
"Eira",5.6,7.8,36.3,1.4,22.6,6.3,11.4,1,0.4,1.8,0.2,0,0.7,0.3,0,0.2,0,0,0,3.8,"Eteläinen"
"Ruoholahti",14.6,11.4,20.5,2.6,25.7,12.3,2.9,1.4,0.4,1.5,0.4,0,0.8,0.6,0.2,0.1,0.1,0,0.1,4.6,"Eteläinen"
"Jätkäsaari A",11.6,9.3,25.3,2.1,27.6,9.4,5,1.4,0.4,1.9,0.4,0,1.1,0.3,0.1,0.2,0,0.2,0,3.9,"Eteläinen"
"Jätkäsaari B",7.4,6.7,26.3,1.7,28.3,6.3,12.5,1.1,0.4,2,0.1,0,0.8,0.6,0,0.2,0,0.1,0,5.4,"Eteläinen"
"Jätkäsaari C",7.6,9.8,24.3,1.6,29.4,10.5,5.3,1.5,0.5,1.9,0.3,0,1.2,0.5,0,0.4,0,0,0,5.1,"Eteläinen"
"Ullanlinna A",5.9,5.6,34.9,1.9,23.3,6.2,14.6,1,0.3,1.8,0.2,0,0.9,0.2,0.1,0.3,0,0,0,2.8,"Eteläinen"
"Ullanlinna B",5.5,6.5,36.5,1.9,23.2,5.6,14.6,1,0.3,0.9,0.2,0,0.5,0.2,0,0,0,0,0,2.9,"Eteläinen"
"Ullanlinna C",5.6,5.3,37.9,1.8,19.6,5.9,17.8,0.6,0.1,1,0.1,0,0.6,0.2,0,0.3,0,0.1,0.1,3,"Eteläinen"
"Katajanokka",10,7.3,32.9,2.3,23.6,9.5,7.1,1.3,0.2,1.5,0.1,0,1,0.3,0,0.2,0.1,0,0,2.7,"Eteläinen"
"Sörnäinen",8.4,9.2,12.2,1.7,34.6,20.3,2.3,0.9,0.1,3.7,0.2,0,2.2,0.5,0.2,0.3,0,0,0,3,"Keskinen"
"Merihaka",17,11.4,18.9,3.3,21.9,15.8,3.4,1.3,0.4,2.7,0.3,0,1,0.2,0.2,0.4,0,0,0,1.7,"Keskinen"
"Kalasatama",8.9,9.4,23.1,2.3,31.7,11.3,3.3,1.2,0.3,1.8,0.4,0,1.4,0.6,0.1,0.1,0,0,0,4.2,"Keskinen"
"Siltasaari",11.2,6,18.1,2,34.3,16,3.3,1.2,0.4,2.1,0.2,0,1.4,0.4,0.1,0.3,0.1,0,0,2.9,"Keskinen"
"Linjat",11.8,8.3,14.8,2.4,30.5,18.2,3.9,1.2,0.4,2,0.3,0,1.9,0.4,0.2,0.3,0.1,0.1,0,3,"Keskinen"
"Kallio A",10.1,8.1,13.3,1.4,33.3,19.8,3.8,1.1,0.3,2.3,0.4,0,1.9,0.6,0.2,0.1,0,0.1,0,3.1,"Keskinen"
"Kallio B",11.6,6.6,13.2,2.1,33.4,19.2,2.7,1.4,0.2,2,0.3,0,2.2,0.5,0.2,0.5,0,0.1,0.1,3.7,"Keskinen"
"Kallio C",8.4,7.5,12.6,2.2,35.1,20.2,2.9,0.9,0.4,3,0.1,0,2,0.4,0.1,0.3,0.1,0.1,0.4,3.6,"Keskinen"
"Kallio D",7.7,6.1,10.5,1.6,35.3,25.3,2.4,0.8,0.3,3.3,0.2,0,2.1,0.6,0.2,0.2,0,0,0.1,3.2,"Keskinen"
"Alppila A",11.1,8.1,11.6,1.4,34,20.7,2.4,0.9,0.3,1.3,0,0,1.9,2.7,0.2,0.4,0,0.1,0,2.9,"Keskinen"
"Alppila B",10.5,7.7,12.7,1.7,30.8,21.9,3.4,1.2,0.4,3.3,0.4,0,1.9,0.4,0.2,0.1,0,0,0.1,3.2,"Keskinen"
"Alppila C",10.1,8.1,12.3,2.4,32.5,20.2,3.2,1.4,0.4,2.8,0.1,0,1.8,0.2,0.2,0.3,0,0,0.2,3.6,"Keskinen"
"Alppila D",9.3,7.3,20.6,2.5,33.2,14.5,2.8,0.8,0.4,2.1,0.1,0,1.6,0.5,0.1,0.1,0,0.2,0,3.9,"Keskinen"
"Etu-Töölö A",6.4,5.1,41.3,2.8,23.2,5.6,9.6,0.5,0.1,0.8,0.1,0,0.9,0.1,0.1,0.4,0,0,0,2.9,"Eteläinen"
"Etu-Töölö B",7.1,6.8,34.9,2.6,26.9,7.2,6.9,1,0.3,1.2,0.2,0,0.5,0.4,0.1,0.2,0,0.1,0.1,3.4,"Eteläinen"
"Etu-Töölö C",6,5.7,35.3,2.4,26.1,6.8,9.8,1,0.3,1.5,0.2,0,0.7,0.3,0,0.1,0,0,0.1,3.6,"Eteläinen"
"Etu-Töölö D",6.7,6.4,31.5,2.5,26.4,8.7,9.4,1.1,0.2,1.7,0.3,0,1,0.4,0,0.3,0,0,0,3.4,"Eteläinen"
"Taka-Töölö A",7.3,9.3,31.1,2.5,26.6,8.3,7.1,1.2,0.4,1.2,0.1,0,0.8,0.2,0.2,0.1,0,0,0,3.5,"Eteläinen"
"Taka-Töölö B",8.6,5.3,39,2.7,21.2,7.2,9.4,1.1,0.3,1.2,0.2,0,0.7,0.4,0,0.1,0,0,0,2.7,"Eteläinen"
"Taka-Töölö C",7.4,7.7,25.4,2.7,30.5,9.2,8.2,1.3,0.3,1.4,0.1,0,1.2,0.4,0.1,0.1,0,0.1,0,4,"Eteläinen"
"Taka-Töölö D",7.8,6.7,28.3,2.3,31.8,7.7,7.3,1.5,0.3,1.5,0.1,0,0.6,0.3,0.1,0.1,0,0.1,0,3.4,"Eteläinen"
"Meilahti A",10.6,9.1,23.5,2.1,30.6,11.1,5.1,1.5,0.3,1.3,0.3,0,0.7,0.4,0.2,0.3,0,0.1,0,3,"Läntinen"
"Meilahti B",9.7,7,23.4,2.2,30.3,10,8,1.5,0.5,1.7,0.2,0,1.1,0.4,0.1,0.3,0.1,0.1,0,3.4,"Läntinen"
"Ruskeasuo",9.8,8.4,19.7,3.1,33.4,9.8,7.2,1.6,0.3,2,0.2,0,1.1,0.3,0.1,0.3,0,0,0,2.6,"Läntinen"
"Pikku Huopalahti",15.9,13.1,20,2.5,23.2,12.3,4.4,1.7,0.4,1.5,0.2,0,1,0.2,0.1,0.2,0.2,0.1,0,3,"Läntinen"
"Pasila A",17.3,12.9,13.7,2.6,24.6,16.4,2.9,2,0.2,2.2,0.5,0,0.8,0.3,0.2,0.6,0,0,0.1,2.7,"Keskinen"
"Itä-Pasila",17.5,11.1,12,3.1,25,17.2,2.7,2,0.5,2.9,0.1,0,1.4,0.7,0.3,0.3,0.1,0,0,3.1,"Keskinen"
"Pasila B",14.5,12.2,19.7,3.3,24.4,12,3.2,1.7,0.8,1.7,0.2,0,0.8,0.1,0.1,0.3,0,0,0.1,4.9,"Keskinen"
"Hermanni A",12.9,10.2,15.4,2,31,15.8,3.5,0.9,0.4,1.9,0.2,0,1.4,0.3,0.4,0.2,0,0,0,3.5,"Keskinen"
"Hermanni B",11.5,11.8,9.4,1.8,25,20.1,9.4,1.5,0.2,2,0.6,0.1,1.7,0.5,0.2,0.2,0,0.2,0.1,3.9,"Keskinen"
"Vallila A",9.1,7.6,9.9,1.7,36.4,23.1,2.3,1.1,0.3,2.1,0.3,0,2.3,0.4,0.3,0.4,0,0,0,2.8,"Keskinen"
"Vallila B",12.9,10.7,8.9,1.7,31.7,21.4,3.4,1,0.3,2.3,0.5,0,1.6,0.2,0.5,0.2,0,0.3,0,2.6,"Keskinen"
"Toukola A",12.5,7.8,13.2,1.8,30.6,18.4,6.1,1.2,0.5,1.8,0.5,0,1.3,0.4,0.1,0.3,0,0,0.1,3.4,"Keskinen"
"Toukola B",12.1,8.1,22.2,2.4,31.7,13.3,3.2,1.1,0.4,1.3,0.3,0,0.8,0.3,0.1,0.2,0,0,0,2.6,"Keskinen"
"Kumpula",13.2,8.7,8,2.5,30.2,24.4,2,1.6,0.6,3.1,0.2,0,1.5,0.6,0.1,0.5,0.1,0,0,2.7,"Keskinen"
"Käpylä A",13.6,6.7,11.1,2,33.1,21.7,2.9,1.3,0.1,2,0.3,0,1.7,0.2,0.3,0.3,0,0,0,2.6,"Keskinen"
"Käpylä B",15.5,7.6,9.7,1.5,31.1,22.5,3.6,1.1,0.4,1.6,0.2,0,1.6,0.1,0.3,0.3,0.1,0.1,0,2.7,"Keskinen"
"Koskela",18.4,13.8,9.5,2.3,23.5,18.8,2.1,2.4,0.9,2.3,0.7,0,0.9,0.2,0.2,0.2,0.1,0.1,0,3.6,"Keskinen"
"Maunula A",18.7,15,14.2,3.4,21.7,14.6,3.1,2.2,0.9,1.4,0.4,0,0.6,0.1,0.3,0.2,0.1,0.2,0,2.7,"Pohjoinen"
"Maunula B",17.9,11.7,15.2,2.7,25,15,3.8,2,0.6,1.2,0.3,0,1.1,0.3,0.1,0.2,0,0.2,0.1,2.5,"Pohjoinen"
"Oulunkylä A",17,12.3,13.4,4.4,27,13.4,2.6,2.7,0.4,1.9,0.4,0.1,0.8,0.3,0.2,0.2,0.2,0.1,0.1,2.7,"Pohjoinen"
"Oulunkylä B",14.5,10.8,24.6,4.6,23.3,8.8,4.3,2.6,0.8,1.3,0.2,0,0.4,0.2,0.1,0.1,0,0,0,3.2,"Pohjoinen"
"Oulunkylä C",16.4,9.7,24.1,4.3,24.4,9.1,3.4,2,0.6,1.1,0.1,0,0.5,0.3,0.2,0.3,0,0,0,3.5,"Pohjoinen"
"Veräjämäki",15.4,13.6,21.2,2.9,22.8,12.7,2.6,2,0.7,1.4,0.3,0,0.7,0.5,0.1,0.1,0,0.1,0,2.8,"Pohjoinen"
"Etelä-Haaga A",11.9,11.2,19.8,2.5,28.4,11.2,4.7,1.9,0.6,1.4,0.3,0,1.1,0.4,0,0.3,0,0.1,0,4.1,"Läntinen"
"Etelä-Haaga B",11.7,8.9,23.4,3.3,28.1,8.7,6.3,2.4,0.5,1.7,0.2,0,0.7,0.3,0.1,0.1,0,0.1,0,3.5,"Läntinen"
"Etelä-Haaga C",10.6,11,20.1,3.7,27.7,9.3,7.2,2.4,0.3,1.7,0.4,0,0.7,0.5,0.1,0.2,0.1,0.1,0,3.9,"Läntinen"
"Haaga",9.4,9.6,23.8,3.8,27.8,8.7,6,2.1,0.6,1.7,0.3,0,0.9,0.4,0,0.1,0,0.1,0,4.8,"Läntinen"
"Pohjois-Haaga A",16.6,13.9,14.8,2.3,26,14,3.3,1.6,0.6,1.5,0.3,0,0.9,0.5,0.3,0.2,0,0.1,0.1,3.4,"Läntinen"
"Pohjois-Haaga B",18.9,12.2,18.1,3.4,22.9,10.3,4.3,2.8,0.4,1.3,0.2,0,0.8,0.3,0.3,0.4,0,0,0,3.3,"Läntinen"
"Lassila A",13.5,11.6,22,3.7,24,10.1,3.4,2.7,0.8,1.8,0.1,0,1.2,0.3,0.1,0.2,0.1,0.2,0.1,4.2,"Läntinen"
"Lassila B",18.1,13.9,19.4,3,20.2,11.2,3.1,2.8,0.8,1.8,0.5,0,0.9,0.5,0.3,0.2,0.1,0.2,0.2,2.9,"Läntinen"
"Munkkiniemi A",5.8,6.6,41.9,2.7,19.3,4.8,12.5,1.6,0.3,1,0.3,0,0.3,0.1,0.1,0.2,0,0,0,2.4,"Läntinen"
"Munkkiniemi B",5.2,6.5,46.5,2.6,19.2,3.7,10.2,1.4,0.3,0.8,0.1,0,0.6,0.3,0,0.1,0,0,0,2.6,"Läntinen"
"Munkkiniemi C",10.5,7.8,28.3,2.5,25.7,7.2,9.5,1.6,0.3,1,0.1,0,0.6,0.8,0.1,0.2,0,0.1,0,3.6,"Läntinen"
"Munkkivuori A",10.2,8.2,25,2.9,27,8.4,9.5,2,0.6,1.2,0.3,0,0.9,0.2,0,0.4,0,0,0,2.9,"Läntinen"
"Munkkivuori B",9.7,8.5,26.4,3.4,28.4,7.4,7.2,2.4,0.6,1.2,0.2,0,0.8,0.4,0.1,0.2,0,0.1,0,2.9,"Läntinen"
"Lauttasaari A",6.4,6.8,32.6,2.3,24.7,5.1,13.3,1.9,0.5,1.4,0.1,0,0.8,0.2,0,0.1,0,0,0,3.7,"Eteläinen"
"Lauttasaari B",7.1,7.7,32.9,2.1,24.6,5.3,13.7,1.3,0.3,0.7,0,0,0.6,0.3,0,0.2,0,0,0,3.2,"Eteläinen"
"Lauttasaari C",7,7.4,30.6,2.3,28.4,6,9.7,1.3,0.5,1.4,0.1,0,0.9,0.3,0,0.2,0,0,0,3.7,"Eteläinen"
"Lauttasaari D",8.9,6.7,32.5,2,26,6.2,9.6,1.1,0.5,1.8,0.1,0,0.6,0.3,0.1,0.1,0,0,0,3.5,"Eteläinen"
"Lauttasaari E",6.3,8.4,43.5,2.9,17.3,3.1,11.4,1.1,0.4,0.5,0.2,0,0.3,0.4,0,0.2,0,0,0,3.9,"Eteläinen"
"Lauttasaari F",8.1,8.1,41.6,2.9,17.4,3.7,10.9,1.9,0.2,1,0.1,0,0.3,0.3,0,0.1,0,0.1,0,3.4,"Eteläinen"
"Konala A",15.4,18.3,20.1,4.2,19.1,8,3.6,2.6,0.7,1.9,0.3,0,0.3,0.3,0.3,0.3,0.1,0.1,0.1,4.1,"Läntinen"
"Konala B",15,17.7,20.7,4.1,19.7,7.3,3.8,2.2,0.8,1.6,0.4,0.1,0.6,0.3,0.2,0.3,0.1,0.1,0.1,5.1,"Läntinen"
"Kannelmäki A",20.4,15.8,12.9,2.9,21.4,11.2,4.6,2.6,0.9,1.8,0.3,0,0.6,0.3,0.4,0.2,0,0.1,0,3.4,"Läntinen"
"Kannelmäki B",19.9,16.5,12.8,3.7,19.9,12.4,2.6,2.1,1.2,2,1.1,0,0.5,0.1,0.4,0.5,0.1,0,0.2,4,"Läntinen"
"Kannelmäki C",19.2,13.9,20,2.7,17.4,9.2,5.3,2.4,1.3,1.9,0.3,0,1,0.5,0.1,0.4,0.1,0.1,0,4.2,"Läntinen"
"Kannelmäki D",22.5,17.5,13.7,3.1,16.7,12.6,2.3,2.8,0.8,1.7,0.3,0,0.9,0.3,0.1,0.1,0,0.2,0,4.6,"Läntinen"
"Maununneva A",14.8,15,27.6,4.2,19.3,6,3.8,2,0.8,1,0.2,0,0.5,0.4,0.1,0.2,0.3,0.2,0,3.7,"Läntinen"
"Malminkartano A",18.2,20,10.8,4.3,20.7,11.3,2.8,2.6,1.1,1.5,0.5,0.1,0.5,0.3,0,0.4,0.2,0.1,0,4.5,"Läntinen"
"Malminkartano B",17.6,17.6,13,3.8,19.6,13.1,2.5,3,1,2.2,0.4,0,0.6,0.5,0.1,0.3,0,0.2,0.1,4.4,"Läntinen"
"Maununneva B",16.7,14,22.3,4,21.2,8,3.4,2.6,0.9,0.9,0.4,0,0.4,0.3,0.3,0.2,0,0,0.1,4.3,"Läntinen"
"Länsi-Pakila",12.1,9.7,39.1,3.5,18.8,6,3.5,2,0.1,0.5,0.1,0,0.4,0.1,0.1,0,0,0,0,3.8,"Pohjoinen"
"Pakila",11,11.2,40.6,3.4,17.5,5.2,4,2.4,0.4,0.9,0.1,0,0.2,0.1,0.1,0,0,0.1,0,2.8,"Pohjoinen"
"Itä-Pakila",11.6,12.9,33.7,3.7,20.6,5.9,3.9,1.4,0.7,0.8,0.2,0,0.4,0.2,0,0.1,0,0.2,0,3.5,"Pohjoinen"
"Paloheinä",13.1,11.3,38.2,4.1,17.4,4,3,1.8,0.6,0.8,0.3,0,1.3,0.3,0.1,0.1,0,0,0,3.5,"Pohjoinen"
"Torpparinmäki",13.3,15.1,30.3,3.2,18.2,7.6,3.1,2.1,0.7,0.4,0.3,0,0.4,0.1,0.1,0.3,0.2,0.1,0,4.5,"Pohjoinen"
"Viikki A",11.4,8.3,18.7,7.9,32.9,8.1,3.1,1.5,0.6,2,0.3,0,0.7,0.3,0,0.2,0,0.1,0,3.8,"Koillinen"
"Viikki B",13.8,11.7,14.3,3.7,31.9,11.8,2.4,2.1,0.3,1.7,0.5,0,0.7,0.4,0.2,0.5,0,0.1,0,3.8,"Koillinen"
"Viikki C",16.7,13.1,19.2,4,24.1,11.3,1.3,2.1,0.5,1.2,0.3,0,0.9,0.4,0.1,0.3,0,0.2,0,4.3,"Koillinen"
"Viikinmäki",11.9,13.1,18.4,3,25.5,12.3,3.9,2.4,0.8,1.5,0.4,0,0.9,0.4,0,0.1,0,0,0,5.1,"Koillinen"
"Pukinmäki A",20.7,18,17.7,5.7,16.8,9,2.5,2.8,0.7,1.6,0.1,0,0.7,0.1,0.2,0.2,0.1,0,0,3,"Koillinen"
"Pukinmäki B",21.3,19.2,11,3.6,18.8,13.5,1.8,2.7,0.6,1.7,0.7,0,0.7,0.4,0.2,0.4,0.1,0,0,3.3,"Koillinen"
"Pihlajisto",23.9,19.1,10.7,4.1,16.4,13.8,1.9,2.6,0.6,1.6,0.6,0,0.6,0.3,0.2,0.1,0.1,0.4,0.1,3.1,"Koillinen"
"Pihlajamäki A",21.6,16.3,11.8,2.2,18.7,15.2,2,3.5,0.9,1.8,0.9,0.1,1,0.3,0.3,0.3,0.3,0.1,0.3,2.7,"Koillinen"
"Pihlajamäki B",19.3,20,10.2,4.3,17.7,14.9,2.1,2.7,0.8,1.5,0.8,0,0.6,0.3,0.1,0.2,0.6,0.2,0.1,3.6,"Koillinen"
"Ala-Malmi A",19.3,19.7,15.5,6,15.4,10.4,2.3,2.2,1,1.7,0.4,0,0.6,0.2,0.3,0.4,0.2,0.3,0,4.1,"Koillinen"
"Ala-Malmi B",19.4,18.5,14.2,3.4,17.2,11.9,2.3,3.1,0.9,1.4,0.5,0.1,0.7,0.4,0.4,0.4,0,0,0.1,5.1,"Koillinen"
"Ylä-Malmi A",24.1,21.9,11.3,3.1,15,13.3,1.5,1.9,0.6,1.4,0.7,0,0.4,0.2,0.4,0.4,0,0.1,0.1,3.4,"Koillinen"
"Ylä-Malmi B",20.8,17.5,12.4,3.9,19.2,12.1,2,1.9,1.4,1.8,0.9,0,0.8,0.3,0.1,0.2,0,0.2,0.1,4.4,"Koillinen"
"Tapaninvainio",16.5,15.3,30.4,3.9,15.7,5.6,3.9,2.6,0.6,0.6,0.3,0,0.3,0.3,0.2,0.1,0,0.1,0,3.7,"Koillinen"
"Tapaninkylä",17,17.5,22.5,5,17.5,6.9,3.7,2.3,0.7,0.8,0.3,0,0.4,0.2,0.3,0.2,0,0,0,4.7,"Koillinen"
"Tapanila A",15.5,15.6,17.2,4.5,22.8,12,2.4,2.1,0.8,1.2,0.3,0,0.7,0.3,0.1,0.1,0,0.1,0.1,4.1,"Koillinen"
"Tapanila B",20.6,19.5,10.8,3.3,19,13.2,2,3.3,0.6,1.2,0.7,0.1,0.3,0.2,0.2,0.2,0.1,0.2,0.2,4.3,"Koillinen"
"Siltamäki",19.4,18.4,15.7,4.8,17.7,9.9,2,2.5,1.4,1.8,0.3,0,0.9,0.4,0.1,0.1,0.1,0.1,0.1,4.5,"Koillinen"
"Suutarila",21.7,21.1,19.1,4.2,13.6,7.4,2.3,2.9,0.8,0.7,0.5,0,0.3,0.3,0.2,0.1,0.1,0,0,4.9,"Koillinen"
"Töyrynummi",18.1,19,20.3,4.3,15,8.6,2.5,2.8,0.8,1.2,0.3,0,0.4,0.8,0.2,0,0,0.2,0,5.5,"Koillinen"
"Tapulikaupunki A",18.7,20,14.3,4,17.3,11.6,1.9,3.2,0.6,1.7,0.3,0,0.6,0.1,0.5,0.5,0.3,0.2,0,4,"Koillinen"
"Tapulikaupunki B",19.9,20.1,15.5,4,16,10.8,1.9,2.6,0.9,1.2,0.4,0,0.5,0.3,0.2,0.2,0,0.2,0,5.4,"Koillinen"
"Puistola",17.7,15.8,23.6,4.3,16.8,8.9,2.4,2.6,0.7,0.6,0.2,0,0.3,0.3,0.1,0.1,0.1,0.1,0,5.3,"Koillinen"
"Heikinlaakso",17.5,17.9,22.8,4.4,15.7,7.3,1.9,2.9,1.5,1.3,0.5,0,0.3,0.3,0.1,0.3,0,0.1,0,5.1,"Koillinen"
"Jakomäki A",16.4,23.9,10.3,4.4,14.5,15.2,0.7,3.2,0.7,2,0.6,0,0.6,0.4,0.2,0.5,0.1,0.2,0.1,6.3,"Koillinen"
"Jakomäki B",26.3,23.7,8.1,2.9,11,14.9,1.6,2.6,1,1.4,1.3,0,0.4,0.4,0.3,0.3,0.2,0.2,0.1,3.2,"Koillinen"
"Kulosaari",6.1,8.7,33.9,1.5,23.3,6.4,13.2,1,0.5,1.4,0.4,0,0.6,0.2,0,0,0,0,0,2.7,"Kaakkoinen"
"Herttoniemi A",11.7,8.9,13.2,2.2,35.5,15.7,3.5,1.6,0.2,1.8,0.4,0,1.7,0.3,0.1,0.3,0,0,0,2.9,"Kaakkoinen"
"Herttoniemi B",17.1,18.9,11.4,1.9,21.7,17.2,2.7,1.9,0.7,1.2,0.2,0,1.3,0.4,0.1,0.3,0.1,0.2,0,2.7,"Kaakkoinen"
"Roihuvuori A",16.9,12.9,12,2.1,27.7,16.6,2.6,1.7,0.4,1.4,0.3,0,1.2,0.1,0.2,0.2,0.4,0.1,0.1,3,"Kaakkoinen"
"Roihuvuori B",19.3,13.4,8.6,2.1,27.8,18.1,2.2,1.8,0.3,1.3,0.3,0,1.1,0.2,0.3,0.3,0,0,0.1,2.8,"Kaakkoinen"
"Herttoniemenranta A",14.4,14.1,16.7,2.8,23.3,15.3,3.8,1.8,0.4,1.5,0.9,0,0.4,0.3,0.1,0.3,0.1,0.1,0,3.6,"Kaakkoinen"
"Herttoniemenranta B",14.3,12.7,21.7,2.2,22.4,11.6,3.4,2,0.7,1.8,0.1,0,0.9,0.3,0.2,0.2,0,0,0,5.3,"Kaakkoinen"
"Tammisalo",8.1,9.5,47.6,2,16.8,4.5,5,1.3,1,0.5,0.1,0,0.5,0.2,0.3,0.1,0,0.1,0.1,2.4,"Kaakkoinen"
"Vartioharju A",16.9,17.2,25,2.3,17.8,7.3,4.8,2,0.7,0.8,0.2,0,0.6,0.3,0.2,0.2,0,0.2,0.1,3.7,"Itäinen"
"Vartioharju B",13.3,19.1,23.2,2.8,17.8,10.7,4.6,1.8,0.6,0.8,0.3,0,0.5,0.3,0.1,0.2,0,0,0,3.5,"Itäinen"
"Puotila",18.7,16.2,13.7,2.4,22,13,5,2,0.4,1.6,0.3,0,1.1,0.4,0.2,0.1,0,0.1,0,2.9,"Itäinen"
"Puotinharju",19.7,22.6,11.6,2.2,17.3,13.6,2.6,1.6,1,1.7,0.6,0.1,1,0.4,0.3,0.5,0,0.2,0.4,2.5,"Itäinen"
"Myllypuro A",25.5,19.4,12.4,2.5,16,10.4,2.7,2.8,0.8,1.3,0.8,0,0.4,0.2,0.4,0.2,0.1,0,0.1,4,"Itäinen"
"Myllypuro B",19.2,21.2,12.3,2.3,21.4,12.2,2.4,2.4,0.4,1.1,0.2,0,0.3,0.2,0.2,0.3,0,0.1,0,3.6,"Itäinen"
"Myllypuro C",18.5,16.4,17.3,2.9,17.5,11.6,4.8,3.4,1.1,1.4,0.3,0,0.4,0.2,0.2,0.3,0.1,0,0.2,3.5,"Itäinen"
"Marjaniemi",14.3,12.9,37.2,3.3,14.4,7.4,3.6,1.6,0.5,1.1,0.4,0,0.5,0.3,0.1,0.1,0,0,0.1,2.3,"Itäinen"
"Itäkeskus",22.8,17.5,11.8,2.6,18.9,13.2,2.5,3,0.3,1.7,0.6,0,0.9,0.2,0.3,0.6,0,0.1,0,2.8,"Itäinen"
"Pitäjänmäki A",12.8,15.4,21.5,3.4,22.8,9.1,3.6,2.3,0.5,2,0.3,0,0.7,0.3,0.1,0.2,0.1,0.2,0,4.6,"Läntinen"
"Pitäjänmäki B",15.1,14.9,21.5,3.4,20.5,8.4,4.3,3.1,0.3,1.9,0.1,0,0.7,0.2,0.1,0.5,0.1,0.3,0,4.5,"Läntinen"
"Pitäjänmäki C",14.2,12.6,17,4.6,26.4,10.3,4,2.4,0.8,1.7,0.4,0,0.9,0.4,0.3,0.2,0,0,0,3.9,"Läntinen"
"Kontula A",26.5,25,10.1,2.4,11.7,12.4,2.6,3.3,0.8,0.8,0.4,0.1,0.3,0.3,0.3,0,0,0,0,3.1,"Itäinen"
"Kurkimäki",24.7,21.3,8.5,2.6,16.3,13.1,1.4,2.3,0.9,1.8,0.8,0,0.6,0.3,0.1,0.1,0.2,0.2,0,5,"Itäinen"
"Kontula B",27.4,21.1,11.4,4,11.3,13.2,2.2,3.2,0.7,0.8,0.2,0.1,0.9,0.3,0.8,0.2,0.1,0.2,0,2.1,"Itäinen"
"Mellunkylä",20.9,20.2,15.9,3.1,16.3,10.8,2.7,1.9,1.1,0.9,0.6,0,0.6,0.2,0.3,0.3,0,0.3,0.1,4.1,"Itäinen"
"Kontula C",26.3,24.5,8.5,2.7,11.8,13.6,3.6,2,0.7,0.9,0.6,0,0.3,0.2,0.3,0.3,0.1,0.4,0.1,3,"Itäinen"
"Vesala A",20.2,23.4,14.3,1.8,14.8,12.3,2.6,3.2,0.6,1.5,0.7,0,0.6,0.7,0.2,0.2,0,0.2,0,2.9,"Itäinen"
"Vesala B",24.2,24.9,9.5,2.4,14.2,12.4,2,2.7,0.8,1.2,0.8,0.1,0.5,0,0.5,0.2,0.1,0.3,0.1,3.1,"Itäinen"
"Mellunmäki A",27,22.5,11.9,3.8,12,10.6,2.9,2.9,0.9,0.8,0.5,0,0.3,0.2,0.2,0.2,0.1,0.3,0,2.9,"Itäinen"
"Mellunmäki B",21.2,22.2,15.4,3.1,15.9,8.9,2.7,2.7,0.4,0.9,0.7,0,0.6,0.3,0.3,0,0.1,0.3,0,4.4,"Itäinen"
"Kivikko",21.9,24.3,8.7,2.9,16,12.9,2,3.5,0.6,1.6,0.6,0,0.6,0.2,0.3,0.4,0.1,0.4,0,2.9,"Itäinen"
"Laajasalo A",11.9,11.7,30.5,3.6,19.9,7.8,6,2.5,0.6,1,0.2,0,0.6,0,0.1,0.4,0,0,0,3.3,"Kaakkoinen"
"Laajasalo B",16.7,17.4,18.6,2.7,18.3,10.5,4.7,2,0.6,2,0.7,0,0.2,0.3,0.1,0.1,0.1,0.1,0,4.7,"Kaakkoinen"
"Yliskylä",16.1,12.4,27.3,3.6,18.7,7.9,5.4,2.5,0.4,0.9,0.4,0,0.3,0.4,0.2,0.4,0,0.1,0,3.1,"Kaakkoinen"
"Jollas",10.3,13.1,37.8,2.3,17.9,5.7,4.8,1.3,0.4,0.8,0.2,0,0.7,0.3,0.2,0.2,0.1,0,0,4,"Kaakkoinen"
"Kruunuvuorenranta",13.1,14.2,20.1,2.9,24.3,13.5,2.7,1.5,0.7,1.2,0.1,0,0.6,0.3,0,0.2,0.1,0.1,0.1,4.5,"Kaakkoinen"
"Santahamina",4.7,23.4,42.6,2.1,12.8,1.7,1.7,2.1,3,0.9,0,0,0.4,0.4,0,0,0,0,0,4.3,"Kaakkoinen"
"Suomenlinna",12.9,5.6,17.1,1.6,30.3,23.5,1.6,2.1,0.2,0.7,0.9,0,1.4,0,0,0,0,0,0,1.9,"Eteläinen"
"Vuosaari A",19.2,17.9,13.3,2.1,18.8,14.2,3.5,3,0.5,1.5,0.8,0,0.6,0.2,0.1,0.3,0.1,0.4,0,3.4,"Itäinen"
"Vuosaari B",21.7,19.7,11.1,2.3,16.4,15.2,3.3,2.7,1,1.2,0.8,0,0.5,0.3,0.2,0.3,0.1,0.2,0.1,2.7,"Itäinen"
"Vuosaari C",16.7,16,20.5,3,19.2,9.6,5.6,2.6,0.4,0.9,0.3,0,0.4,0.2,0,0.4,0,0,0.1,4,"Itäinen"
"Vuosaari D",15.8,16.2,26,3.9,19.4,6.4,4.3,1.9,0.5,0.6,0.3,0,0.4,0.2,0,0.1,0,0,0.2,3.8,"Itäinen"
"Vuosaari E",19.7,17.3,18.3,2.6,17,10.3,4.9,2.9,0.6,1.1,0.5,0,0.3,0.3,0.2,0.4,0.1,0.1,0,3.7,"Itäinen"
"Vuosaari F",21.4,17.2,15.9,3,19.4,10.3,3.5,2.8,0.7,1.1,0.5,0,0.6,0.1,0.1,0.4,0,0.1,0.1,2.7,"Itäinen"
"Vuosaari G",19.2,19.7,14.4,3.2,16.2,9.8,7.3,2.3,0.9,0.9,0.5,0,0.2,0.3,0.3,0.1,0.1,0.1,0,4.5,"Itäinen"
"Vuosaari H",20.7,20.3,14.8,3.4,16.6,9.9,3.4,1.9,0.9,1.4,0.6,0,0.3,0.1,0.2,0.6,0,0.2,0.1,4.9,"Itäinen"
1 Alue SDP PS KOK KESK VIHR VAS RKP KD SIN PIR STL KP FP LIB SKP EOP IP SKE KTP Muut Suuralue
2 Kruununhaka A 6.3 5.9 34.1 2.5 26.7 8.3 9.1 0.9 0.3 1.2 0.1 0 1 0.3 0.1 0.2 0 0 0 2.9 Eteläinen
3 Kruununhaka B 7.6 6.9 31.5 3 28.4 8.4 6.9 1.3 0.3 0.7 0.3 0 1.4 0.2 0.1 0.3 0 0 0 2.8 Eteläinen
4 Kaartinkaupunki 3.7 6 47.1 2 15.5 3.9 16.2 0.7 0.2 0.9 0 0 0.4 0 0 0.2 0 0.1 0 3 Eteläinen
5 Kamppi 5.4 7.3 35.9 2.3 25 7 8.4 1 0.2 1.9 0.1 0 0.7 0.6 0.1 0.3 0.1 0.1 0 3.5 Eteläinen
6 Hietalahti 6.4 8 34.3 1.9 26.5 6.4 8.4 1.1 0.5 1.5 0.4 0 0.6 0.5 0.1 0.1 0 0 0.1 3.3 Eteläinen
7 Lapinlahti 8.9 7.4 28.6 1.9 29.4 7.8 5.7 1.2 0.3 1.9 0.3 0 1.7 0.5 0.1 0.2 0 0 0 4.1 Eteläinen
8 Punavuori A 8 6.6 31.7 2.2 26.9 7.9 8.7 0.6 0.4 2 0.2 0 0.6 0.3 0.1 0.3 0 0 0.1 3.3 Eteläinen
9 Punavuori B 6 6.2 29.5 1.9 26.5 8.8 12.9 1.1 0.1 1.6 0.1 0 0.7 0.1 0 0.4 0.1 0 0 3.9 Eteläinen
10 Eira 5.6 7.8 36.3 1.4 22.6 6.3 11.4 1 0.4 1.8 0.2 0 0.7 0.3 0 0.2 0 0 0 3.8 Eteläinen
11 Ruoholahti 14.6 11.4 20.5 2.6 25.7 12.3 2.9 1.4 0.4 1.5 0.4 0 0.8 0.6 0.2 0.1 0.1 0 0.1 4.6 Eteläinen
12 Jätkäsaari A 11.6 9.3 25.3 2.1 27.6 9.4 5 1.4 0.4 1.9 0.4 0 1.1 0.3 0.1 0.2 0 0.2 0 3.9 Eteläinen
13 Jätkäsaari B 7.4 6.7 26.3 1.7 28.3 6.3 12.5 1.1 0.4 2 0.1 0 0.8 0.6 0 0.2 0 0.1 0 5.4 Eteläinen
14 Jätkäsaari C 7.6 9.8 24.3 1.6 29.4 10.5 5.3 1.5 0.5 1.9 0.3 0 1.2 0.5 0 0.4 0 0 0 5.1 Eteläinen
15 Ullanlinna A 5.9 5.6 34.9 1.9 23.3 6.2 14.6 1 0.3 1.8 0.2 0 0.9 0.2 0.1 0.3 0 0 0 2.8 Eteläinen
16 Ullanlinna B 5.5 6.5 36.5 1.9 23.2 5.6 14.6 1 0.3 0.9 0.2 0 0.5 0.2 0 0 0 0 0 2.9 Eteläinen
17 Ullanlinna C 5.6 5.3 37.9 1.8 19.6 5.9 17.8 0.6 0.1 1 0.1 0 0.6 0.2 0 0.3 0 0.1 0.1 3 Eteläinen
18 Katajanokka 10 7.3 32.9 2.3 23.6 9.5 7.1 1.3 0.2 1.5 0.1 0 1 0.3 0 0.2 0.1 0 0 2.7 Eteläinen
19 Sörnäinen 8.4 9.2 12.2 1.7 34.6 20.3 2.3 0.9 0.1 3.7 0.2 0 2.2 0.5 0.2 0.3 0 0 0 3 Keskinen
20 Merihaka 17 11.4 18.9 3.3 21.9 15.8 3.4 1.3 0.4 2.7 0.3 0 1 0.2 0.2 0.4 0 0 0 1.7 Keskinen
21 Kalasatama 8.9 9.4 23.1 2.3 31.7 11.3 3.3 1.2 0.3 1.8 0.4 0 1.4 0.6 0.1 0.1 0 0 0 4.2 Keskinen
22 Siltasaari 11.2 6 18.1 2 34.3 16 3.3 1.2 0.4 2.1 0.2 0 1.4 0.4 0.1 0.3 0.1 0 0 2.9 Keskinen
23 Linjat 11.8 8.3 14.8 2.4 30.5 18.2 3.9 1.2 0.4 2 0.3 0 1.9 0.4 0.2 0.3 0.1 0.1 0 3 Keskinen
24 Kallio A 10.1 8.1 13.3 1.4 33.3 19.8 3.8 1.1 0.3 2.3 0.4 0 1.9 0.6 0.2 0.1 0 0.1 0 3.1 Keskinen
25 Kallio B 11.6 6.6 13.2 2.1 33.4 19.2 2.7 1.4 0.2 2 0.3 0 2.2 0.5 0.2 0.5 0 0.1 0.1 3.7 Keskinen
26 Kallio C 8.4 7.5 12.6 2.2 35.1 20.2 2.9 0.9 0.4 3 0.1 0 2 0.4 0.1 0.3 0.1 0.1 0.4 3.6 Keskinen
27 Kallio D 7.7 6.1 10.5 1.6 35.3 25.3 2.4 0.8 0.3 3.3 0.2 0 2.1 0.6 0.2 0.2 0 0 0.1 3.2 Keskinen
28 Alppila A 11.1 8.1 11.6 1.4 34 20.7 2.4 0.9 0.3 1.3 0 0 1.9 2.7 0.2 0.4 0 0.1 0 2.9 Keskinen
29 Alppila B 10.5 7.7 12.7 1.7 30.8 21.9 3.4 1.2 0.4 3.3 0.4 0 1.9 0.4 0.2 0.1 0 0 0.1 3.2 Keskinen
30 Alppila C 10.1 8.1 12.3 2.4 32.5 20.2 3.2 1.4 0.4 2.8 0.1 0 1.8 0.2 0.2 0.3 0 0 0.2 3.6 Keskinen
31 Alppila D 9.3 7.3 20.6 2.5 33.2 14.5 2.8 0.8 0.4 2.1 0.1 0 1.6 0.5 0.1 0.1 0 0.2 0 3.9 Keskinen
32 Etu-Töölö A 6.4 5.1 41.3 2.8 23.2 5.6 9.6 0.5 0.1 0.8 0.1 0 0.9 0.1 0.1 0.4 0 0 0 2.9 Eteläinen
33 Etu-Töölö B 7.1 6.8 34.9 2.6 26.9 7.2 6.9 1 0.3 1.2 0.2 0 0.5 0.4 0.1 0.2 0 0.1 0.1 3.4 Eteläinen
34 Etu-Töölö C 6 5.7 35.3 2.4 26.1 6.8 9.8 1 0.3 1.5 0.2 0 0.7 0.3 0 0.1 0 0 0.1 3.6 Eteläinen
35 Etu-Töölö D 6.7 6.4 31.5 2.5 26.4 8.7 9.4 1.1 0.2 1.7 0.3 0 1 0.4 0 0.3 0 0 0 3.4 Eteläinen
36 Taka-Töölö A 7.3 9.3 31.1 2.5 26.6 8.3 7.1 1.2 0.4 1.2 0.1 0 0.8 0.2 0.2 0.1 0 0 0 3.5 Eteläinen
37 Taka-Töölö B 8.6 5.3 39 2.7 21.2 7.2 9.4 1.1 0.3 1.2 0.2 0 0.7 0.4 0 0.1 0 0 0 2.7 Eteläinen
38 Taka-Töölö C 7.4 7.7 25.4 2.7 30.5 9.2 8.2 1.3 0.3 1.4 0.1 0 1.2 0.4 0.1 0.1 0 0.1 0 4 Eteläinen
39 Taka-Töölö D 7.8 6.7 28.3 2.3 31.8 7.7 7.3 1.5 0.3 1.5 0.1 0 0.6 0.3 0.1 0.1 0 0.1 0 3.4 Eteläinen
40 Meilahti A 10.6 9.1 23.5 2.1 30.6 11.1 5.1 1.5 0.3 1.3 0.3 0 0.7 0.4 0.2 0.3 0 0.1 0 3 Läntinen
41 Meilahti B 9.7 7 23.4 2.2 30.3 10 8 1.5 0.5 1.7 0.2 0 1.1 0.4 0.1 0.3 0.1 0.1 0 3.4 Läntinen
42 Ruskeasuo 9.8 8.4 19.7 3.1 33.4 9.8 7.2 1.6 0.3 2 0.2 0 1.1 0.3 0.1 0.3 0 0 0 2.6 Läntinen
43 Pikku Huopalahti 15.9 13.1 20 2.5 23.2 12.3 4.4 1.7 0.4 1.5 0.2 0 1 0.2 0.1 0.2 0.2 0.1 0 3 Läntinen
44 Pasila A 17.3 12.9 13.7 2.6 24.6 16.4 2.9 2 0.2 2.2 0.5 0 0.8 0.3 0.2 0.6 0 0 0.1 2.7 Keskinen
45 Itä-Pasila 17.5 11.1 12 3.1 25 17.2 2.7 2 0.5 2.9 0.1 0 1.4 0.7 0.3 0.3 0.1 0 0 3.1 Keskinen
46 Pasila B 14.5 12.2 19.7 3.3 24.4 12 3.2 1.7 0.8 1.7 0.2 0 0.8 0.1 0.1 0.3 0 0 0.1 4.9 Keskinen
47 Hermanni A 12.9 10.2 15.4 2 31 15.8 3.5 0.9 0.4 1.9 0.2 0 1.4 0.3 0.4 0.2 0 0 0 3.5 Keskinen
48 Hermanni B 11.5 11.8 9.4 1.8 25 20.1 9.4 1.5 0.2 2 0.6 0.1 1.7 0.5 0.2 0.2 0 0.2 0.1 3.9 Keskinen
49 Vallila A 9.1 7.6 9.9 1.7 36.4 23.1 2.3 1.1 0.3 2.1 0.3 0 2.3 0.4 0.3 0.4 0 0 0 2.8 Keskinen
50 Vallila B 12.9 10.7 8.9 1.7 31.7 21.4 3.4 1 0.3 2.3 0.5 0 1.6 0.2 0.5 0.2 0 0.3 0 2.6 Keskinen
51 Toukola A 12.5 7.8 13.2 1.8 30.6 18.4 6.1 1.2 0.5 1.8 0.5 0 1.3 0.4 0.1 0.3 0 0 0.1 3.4 Keskinen
52 Toukola B 12.1 8.1 22.2 2.4 31.7 13.3 3.2 1.1 0.4 1.3 0.3 0 0.8 0.3 0.1 0.2 0 0 0 2.6 Keskinen
53 Kumpula 13.2 8.7 8 2.5 30.2 24.4 2 1.6 0.6 3.1 0.2 0 1.5 0.6 0.1 0.5 0.1 0 0 2.7 Keskinen
54 Käpylä A 13.6 6.7 11.1 2 33.1 21.7 2.9 1.3 0.1 2 0.3 0 1.7 0.2 0.3 0.3 0 0 0 2.6 Keskinen
55 Käpylä B 15.5 7.6 9.7 1.5 31.1 22.5 3.6 1.1 0.4 1.6 0.2 0 1.6 0.1 0.3 0.3 0.1 0.1 0 2.7 Keskinen
56 Koskela 18.4 13.8 9.5 2.3 23.5 18.8 2.1 2.4 0.9 2.3 0.7 0 0.9 0.2 0.2 0.2 0.1 0.1 0 3.6 Keskinen
57 Maunula A 18.7 15 14.2 3.4 21.7 14.6 3.1 2.2 0.9 1.4 0.4 0 0.6 0.1 0.3 0.2 0.1 0.2 0 2.7 Pohjoinen
58 Maunula B 17.9 11.7 15.2 2.7 25 15 3.8 2 0.6 1.2 0.3 0 1.1 0.3 0.1 0.2 0 0.2 0.1 2.5 Pohjoinen
59 Oulunkylä A 17 12.3 13.4 4.4 27 13.4 2.6 2.7 0.4 1.9 0.4 0.1 0.8 0.3 0.2 0.2 0.2 0.1 0.1 2.7 Pohjoinen
60 Oulunkylä B 14.5 10.8 24.6 4.6 23.3 8.8 4.3 2.6 0.8 1.3 0.2 0 0.4 0.2 0.1 0.1 0 0 0 3.2 Pohjoinen
61 Oulunkylä C 16.4 9.7 24.1 4.3 24.4 9.1 3.4 2 0.6 1.1 0.1 0 0.5 0.3 0.2 0.3 0 0 0 3.5 Pohjoinen
62 Veräjämäki 15.4 13.6 21.2 2.9 22.8 12.7 2.6 2 0.7 1.4 0.3 0 0.7 0.5 0.1 0.1 0 0.1 0 2.8 Pohjoinen
63 Etelä-Haaga A 11.9 11.2 19.8 2.5 28.4 11.2 4.7 1.9 0.6 1.4 0.3 0 1.1 0.4 0 0.3 0 0.1 0 4.1 Läntinen
64 Etelä-Haaga B 11.7 8.9 23.4 3.3 28.1 8.7 6.3 2.4 0.5 1.7 0.2 0 0.7 0.3 0.1 0.1 0 0.1 0 3.5 Läntinen
65 Etelä-Haaga C 10.6 11 20.1 3.7 27.7 9.3 7.2 2.4 0.3 1.7 0.4 0 0.7 0.5 0.1 0.2 0.1 0.1 0 3.9 Läntinen
66 Haaga 9.4 9.6 23.8 3.8 27.8 8.7 6 2.1 0.6 1.7 0.3 0 0.9 0.4 0 0.1 0 0.1 0 4.8 Läntinen
67 Pohjois-Haaga A 16.6 13.9 14.8 2.3 26 14 3.3 1.6 0.6 1.5 0.3 0 0.9 0.5 0.3 0.2 0 0.1 0.1 3.4 Läntinen
68 Pohjois-Haaga B 18.9 12.2 18.1 3.4 22.9 10.3 4.3 2.8 0.4 1.3 0.2 0 0.8 0.3 0.3 0.4 0 0 0 3.3 Läntinen
69 Lassila A 13.5 11.6 22 3.7 24 10.1 3.4 2.7 0.8 1.8 0.1 0 1.2 0.3 0.1 0.2 0.1 0.2 0.1 4.2 Läntinen
70 Lassila B 18.1 13.9 19.4 3 20.2 11.2 3.1 2.8 0.8 1.8 0.5 0 0.9 0.5 0.3 0.2 0.1 0.2 0.2 2.9 Läntinen
71 Munkkiniemi A 5.8 6.6 41.9 2.7 19.3 4.8 12.5 1.6 0.3 1 0.3 0 0.3 0.1 0.1 0.2 0 0 0 2.4 Läntinen
72 Munkkiniemi B 5.2 6.5 46.5 2.6 19.2 3.7 10.2 1.4 0.3 0.8 0.1 0 0.6 0.3 0 0.1 0 0 0 2.6 Läntinen
73 Munkkiniemi C 10.5 7.8 28.3 2.5 25.7 7.2 9.5 1.6 0.3 1 0.1 0 0.6 0.8 0.1 0.2 0 0.1 0 3.6 Läntinen
74 Munkkivuori A 10.2 8.2 25 2.9 27 8.4 9.5 2 0.6 1.2 0.3 0 0.9 0.2 0 0.4 0 0 0 2.9 Läntinen
75 Munkkivuori B 9.7 8.5 26.4 3.4 28.4 7.4 7.2 2.4 0.6 1.2 0.2 0 0.8 0.4 0.1 0.2 0 0.1 0 2.9 Läntinen
76 Lauttasaari A 6.4 6.8 32.6 2.3 24.7 5.1 13.3 1.9 0.5 1.4 0.1 0 0.8 0.2 0 0.1 0 0 0 3.7 Eteläinen
77 Lauttasaari B 7.1 7.7 32.9 2.1 24.6 5.3 13.7 1.3 0.3 0.7 0 0 0.6 0.3 0 0.2 0 0 0 3.2 Eteläinen
78 Lauttasaari C 7 7.4 30.6 2.3 28.4 6 9.7 1.3 0.5 1.4 0.1 0 0.9 0.3 0 0.2 0 0 0 3.7 Eteläinen
79 Lauttasaari D 8.9 6.7 32.5 2 26 6.2 9.6 1.1 0.5 1.8 0.1 0 0.6 0.3 0.1 0.1 0 0 0 3.5 Eteläinen
80 Lauttasaari E 6.3 8.4 43.5 2.9 17.3 3.1 11.4 1.1 0.4 0.5 0.2 0 0.3 0.4 0 0.2 0 0 0 3.9 Eteläinen
81 Lauttasaari F 8.1 8.1 41.6 2.9 17.4 3.7 10.9 1.9 0.2 1 0.1 0 0.3 0.3 0 0.1 0 0.1 0 3.4 Eteläinen
82 Konala A 15.4 18.3 20.1 4.2 19.1 8 3.6 2.6 0.7 1.9 0.3 0 0.3 0.3 0.3 0.3 0.1 0.1 0.1 4.1 Läntinen
83 Konala B 15 17.7 20.7 4.1 19.7 7.3 3.8 2.2 0.8 1.6 0.4 0.1 0.6 0.3 0.2 0.3 0.1 0.1 0.1 5.1 Läntinen
84 Kannelmäki A 20.4 15.8 12.9 2.9 21.4 11.2 4.6 2.6 0.9 1.8 0.3 0 0.6 0.3 0.4 0.2 0 0.1 0 3.4 Läntinen
85 Kannelmäki B 19.9 16.5 12.8 3.7 19.9 12.4 2.6 2.1 1.2 2 1.1 0 0.5 0.1 0.4 0.5 0.1 0 0.2 4 Läntinen
86 Kannelmäki C 19.2 13.9 20 2.7 17.4 9.2 5.3 2.4 1.3 1.9 0.3 0 1 0.5 0.1 0.4 0.1 0.1 0 4.2 Läntinen
87 Kannelmäki D 22.5 17.5 13.7 3.1 16.7 12.6 2.3 2.8 0.8 1.7 0.3 0 0.9 0.3 0.1 0.1 0 0.2 0 4.6 Läntinen
88 Maununneva A 14.8 15 27.6 4.2 19.3 6 3.8 2 0.8 1 0.2 0 0.5 0.4 0.1 0.2 0.3 0.2 0 3.7 Läntinen
89 Malminkartano A 18.2 20 10.8 4.3 20.7 11.3 2.8 2.6 1.1 1.5 0.5 0.1 0.5 0.3 0 0.4 0.2 0.1 0 4.5 Läntinen
90 Malminkartano B 17.6 17.6 13 3.8 19.6 13.1 2.5 3 1 2.2 0.4 0 0.6 0.5 0.1 0.3 0 0.2 0.1 4.4 Läntinen
91 Maununneva B 16.7 14 22.3 4 21.2 8 3.4 2.6 0.9 0.9 0.4 0 0.4 0.3 0.3 0.2 0 0 0.1 4.3 Läntinen
92 Länsi-Pakila 12.1 9.7 39.1 3.5 18.8 6 3.5 2 0.1 0.5 0.1 0 0.4 0.1 0.1 0 0 0 0 3.8 Pohjoinen
93 Pakila 11 11.2 40.6 3.4 17.5 5.2 4 2.4 0.4 0.9 0.1 0 0.2 0.1 0.1 0 0 0.1 0 2.8 Pohjoinen
94 Itä-Pakila 11.6 12.9 33.7 3.7 20.6 5.9 3.9 1.4 0.7 0.8 0.2 0 0.4 0.2 0 0.1 0 0.2 0 3.5 Pohjoinen
95 Paloheinä 13.1 11.3 38.2 4.1 17.4 4 3 1.8 0.6 0.8 0.3 0 1.3 0.3 0.1 0.1 0 0 0 3.5 Pohjoinen
96 Torpparinmäki 13.3 15.1 30.3 3.2 18.2 7.6 3.1 2.1 0.7 0.4 0.3 0 0.4 0.1 0.1 0.3 0.2 0.1 0 4.5 Pohjoinen
97 Viikki A 11.4 8.3 18.7 7.9 32.9 8.1 3.1 1.5 0.6 2 0.3 0 0.7 0.3 0 0.2 0 0.1 0 3.8 Koillinen
98 Viikki B 13.8 11.7 14.3 3.7 31.9 11.8 2.4 2.1 0.3 1.7 0.5 0 0.7 0.4 0.2 0.5 0 0.1 0 3.8 Koillinen
99 Viikki C 16.7 13.1 19.2 4 24.1 11.3 1.3 2.1 0.5 1.2 0.3 0 0.9 0.4 0.1 0.3 0 0.2 0 4.3 Koillinen
100 Viikinmäki 11.9 13.1 18.4 3 25.5 12.3 3.9 2.4 0.8 1.5 0.4 0 0.9 0.4 0 0.1 0 0 0 5.1 Koillinen
101 Pukinmäki A 20.7 18 17.7 5.7 16.8 9 2.5 2.8 0.7 1.6 0.1 0 0.7 0.1 0.2 0.2 0.1 0 0 3 Koillinen
102 Pukinmäki B 21.3 19.2 11 3.6 18.8 13.5 1.8 2.7 0.6 1.7 0.7 0 0.7 0.4 0.2 0.4 0.1 0 0 3.3 Koillinen
103 Pihlajisto 23.9 19.1 10.7 4.1 16.4 13.8 1.9 2.6 0.6 1.6 0.6 0 0.6 0.3 0.2 0.1 0.1 0.4 0.1 3.1 Koillinen
104 Pihlajamäki A 21.6 16.3 11.8 2.2 18.7 15.2 2 3.5 0.9 1.8 0.9 0.1 1 0.3 0.3 0.3 0.3 0.1 0.3 2.7 Koillinen
105 Pihlajamäki B 19.3 20 10.2 4.3 17.7 14.9 2.1 2.7 0.8 1.5 0.8 0 0.6 0.3 0.1 0.2 0.6 0.2 0.1 3.6 Koillinen
106 Ala-Malmi A 19.3 19.7 15.5 6 15.4 10.4 2.3 2.2 1 1.7 0.4 0 0.6 0.2 0.3 0.4 0.2 0.3 0 4.1 Koillinen
107 Ala-Malmi B 19.4 18.5 14.2 3.4 17.2 11.9 2.3 3.1 0.9 1.4 0.5 0.1 0.7 0.4 0.4 0.4 0 0 0.1 5.1 Koillinen
108 Ylä-Malmi A 24.1 21.9 11.3 3.1 15 13.3 1.5 1.9 0.6 1.4 0.7 0 0.4 0.2 0.4 0.4 0 0.1 0.1 3.4 Koillinen
109 Ylä-Malmi B 20.8 17.5 12.4 3.9 19.2 12.1 2 1.9 1.4 1.8 0.9 0 0.8 0.3 0.1 0.2 0 0.2 0.1 4.4 Koillinen
110 Tapaninvainio 16.5 15.3 30.4 3.9 15.7 5.6 3.9 2.6 0.6 0.6 0.3 0 0.3 0.3 0.2 0.1 0 0.1 0 3.7 Koillinen
111 Tapaninkylä 17 17.5 22.5 5 17.5 6.9 3.7 2.3 0.7 0.8 0.3 0 0.4 0.2 0.3 0.2 0 0 0 4.7 Koillinen
112 Tapanila A 15.5 15.6 17.2 4.5 22.8 12 2.4 2.1 0.8 1.2 0.3 0 0.7 0.3 0.1 0.1 0 0.1 0.1 4.1 Koillinen
113 Tapanila B 20.6 19.5 10.8 3.3 19 13.2 2 3.3 0.6 1.2 0.7 0.1 0.3 0.2 0.2 0.2 0.1 0.2 0.2 4.3 Koillinen
114 Siltamäki 19.4 18.4 15.7 4.8 17.7 9.9 2 2.5 1.4 1.8 0.3 0 0.9 0.4 0.1 0.1 0.1 0.1 0.1 4.5 Koillinen
115 Suutarila 21.7 21.1 19.1 4.2 13.6 7.4 2.3 2.9 0.8 0.7 0.5 0 0.3 0.3 0.2 0.1 0.1 0 0 4.9 Koillinen
116 Töyrynummi 18.1 19 20.3 4.3 15 8.6 2.5 2.8 0.8 1.2 0.3 0 0.4 0.8 0.2 0 0 0.2 0 5.5 Koillinen
117 Tapulikaupunki A 18.7 20 14.3 4 17.3 11.6 1.9 3.2 0.6 1.7 0.3 0 0.6 0.1 0.5 0.5 0.3 0.2 0 4 Koillinen
118 Tapulikaupunki B 19.9 20.1 15.5 4 16 10.8 1.9 2.6 0.9 1.2 0.4 0 0.5 0.3 0.2 0.2 0 0.2 0 5.4 Koillinen
119 Puistola 17.7 15.8 23.6 4.3 16.8 8.9 2.4 2.6 0.7 0.6 0.2 0 0.3 0.3 0.1 0.1 0.1 0.1 0 5.3 Koillinen
120 Heikinlaakso 17.5 17.9 22.8 4.4 15.7 7.3 1.9 2.9 1.5 1.3 0.5 0 0.3 0.3 0.1 0.3 0 0.1 0 5.1 Koillinen
121 Jakomäki A 16.4 23.9 10.3 4.4 14.5 15.2 0.7 3.2 0.7 2 0.6 0 0.6 0.4 0.2 0.5 0.1 0.2 0.1 6.3 Koillinen
122 Jakomäki B 26.3 23.7 8.1 2.9 11 14.9 1.6 2.6 1 1.4 1.3 0 0.4 0.4 0.3 0.3 0.2 0.2 0.1 3.2 Koillinen
123 Kulosaari 6.1 8.7 33.9 1.5 23.3 6.4 13.2 1 0.5 1.4 0.4 0 0.6 0.2 0 0 0 0 0 2.7 Kaakkoinen
124 Herttoniemi A 11.7 8.9 13.2 2.2 35.5 15.7 3.5 1.6 0.2 1.8 0.4 0 1.7 0.3 0.1 0.3 0 0 0 2.9 Kaakkoinen
125 Herttoniemi B 17.1 18.9 11.4 1.9 21.7 17.2 2.7 1.9 0.7 1.2 0.2 0 1.3 0.4 0.1 0.3 0.1 0.2 0 2.7 Kaakkoinen
126 Roihuvuori A 16.9 12.9 12 2.1 27.7 16.6 2.6 1.7 0.4 1.4 0.3 0 1.2 0.1 0.2 0.2 0.4 0.1 0.1 3 Kaakkoinen
127 Roihuvuori B 19.3 13.4 8.6 2.1 27.8 18.1 2.2 1.8 0.3 1.3 0.3 0 1.1 0.2 0.3 0.3 0 0 0.1 2.8 Kaakkoinen
128 Herttoniemenranta A 14.4 14.1 16.7 2.8 23.3 15.3 3.8 1.8 0.4 1.5 0.9 0 0.4 0.3 0.1 0.3 0.1 0.1 0 3.6 Kaakkoinen
129 Herttoniemenranta B 14.3 12.7 21.7 2.2 22.4 11.6 3.4 2 0.7 1.8 0.1 0 0.9 0.3 0.2 0.2 0 0 0 5.3 Kaakkoinen
130 Tammisalo 8.1 9.5 47.6 2 16.8 4.5 5 1.3 1 0.5 0.1 0 0.5 0.2 0.3 0.1 0 0.1 0.1 2.4 Kaakkoinen
131 Vartioharju A 16.9 17.2 25 2.3 17.8 7.3 4.8 2 0.7 0.8 0.2 0 0.6 0.3 0.2 0.2 0 0.2 0.1 3.7 Itäinen
132 Vartioharju B 13.3 19.1 23.2 2.8 17.8 10.7 4.6 1.8 0.6 0.8 0.3 0 0.5 0.3 0.1 0.2 0 0 0 3.5 Itäinen
133 Puotila 18.7 16.2 13.7 2.4 22 13 5 2 0.4 1.6 0.3 0 1.1 0.4 0.2 0.1 0 0.1 0 2.9 Itäinen
134 Puotinharju 19.7 22.6 11.6 2.2 17.3 13.6 2.6 1.6 1 1.7 0.6 0.1 1 0.4 0.3 0.5 0 0.2 0.4 2.5 Itäinen
135 Myllypuro A 25.5 19.4 12.4 2.5 16 10.4 2.7 2.8 0.8 1.3 0.8 0 0.4 0.2 0.4 0.2 0.1 0 0.1 4 Itäinen
136 Myllypuro B 19.2 21.2 12.3 2.3 21.4 12.2 2.4 2.4 0.4 1.1 0.2 0 0.3 0.2 0.2 0.3 0 0.1 0 3.6 Itäinen
137 Myllypuro C 18.5 16.4 17.3 2.9 17.5 11.6 4.8 3.4 1.1 1.4 0.3 0 0.4 0.2 0.2 0.3 0.1 0 0.2 3.5 Itäinen
138 Marjaniemi 14.3 12.9 37.2 3.3 14.4 7.4 3.6 1.6 0.5 1.1 0.4 0 0.5 0.3 0.1 0.1 0 0 0.1 2.3 Itäinen
139 Itäkeskus 22.8 17.5 11.8 2.6 18.9 13.2 2.5 3 0.3 1.7 0.6 0 0.9 0.2 0.3 0.6 0 0.1 0 2.8 Itäinen
140 Pitäjänmäki A 12.8 15.4 21.5 3.4 22.8 9.1 3.6 2.3 0.5 2 0.3 0 0.7 0.3 0.1 0.2 0.1 0.2 0 4.6 Läntinen
141 Pitäjänmäki B 15.1 14.9 21.5 3.4 20.5 8.4 4.3 3.1 0.3 1.9 0.1 0 0.7 0.2 0.1 0.5 0.1 0.3 0 4.5 Läntinen
142 Pitäjänmäki C 14.2 12.6 17 4.6 26.4 10.3 4 2.4 0.8 1.7 0.4 0 0.9 0.4 0.3 0.2 0 0 0 3.9 Läntinen
143 Kontula A 26.5 25 10.1 2.4 11.7 12.4 2.6 3.3 0.8 0.8 0.4 0.1 0.3 0.3 0.3 0 0 0 0 3.1 Itäinen
144 Kurkimäki 24.7 21.3 8.5 2.6 16.3 13.1 1.4 2.3 0.9 1.8 0.8 0 0.6 0.3 0.1 0.1 0.2 0.2 0 5 Itäinen
145 Kontula B 27.4 21.1 11.4 4 11.3 13.2 2.2 3.2 0.7 0.8 0.2 0.1 0.9 0.3 0.8 0.2 0.1 0.2 0 2.1 Itäinen
146 Mellunkylä 20.9 20.2 15.9 3.1 16.3 10.8 2.7 1.9 1.1 0.9 0.6 0 0.6 0.2 0.3 0.3 0 0.3 0.1 4.1 Itäinen
147 Kontula C 26.3 24.5 8.5 2.7 11.8 13.6 3.6 2 0.7 0.9 0.6 0 0.3 0.2 0.3 0.3 0.1 0.4 0.1 3 Itäinen
148 Vesala A 20.2 23.4 14.3 1.8 14.8 12.3 2.6 3.2 0.6 1.5 0.7 0 0.6 0.7 0.2 0.2 0 0.2 0 2.9 Itäinen
149 Vesala B 24.2 24.9 9.5 2.4 14.2 12.4 2 2.7 0.8 1.2 0.8 0.1 0.5 0 0.5 0.2 0.1 0.3 0.1 3.1 Itäinen
150 Mellunmäki A 27 22.5 11.9 3.8 12 10.6 2.9 2.9 0.9 0.8 0.5 0 0.3 0.2 0.2 0.2 0.1 0.3 0 2.9 Itäinen
151 Mellunmäki B 21.2 22.2 15.4 3.1 15.9 8.9 2.7 2.7 0.4 0.9 0.7 0 0.6 0.3 0.3 0 0.1 0.3 0 4.4 Itäinen
152 Kivikko 21.9 24.3 8.7 2.9 16 12.9 2 3.5 0.6 1.6 0.6 0 0.6 0.2 0.3 0.4 0.1 0.4 0 2.9 Itäinen
153 Laajasalo A 11.9 11.7 30.5 3.6 19.9 7.8 6 2.5 0.6 1 0.2 0 0.6 0 0.1 0.4 0 0 0 3.3 Kaakkoinen
154 Laajasalo B 16.7 17.4 18.6 2.7 18.3 10.5 4.7 2 0.6 2 0.7 0 0.2 0.3 0.1 0.1 0.1 0.1 0 4.7 Kaakkoinen
155 Yliskylä 16.1 12.4 27.3 3.6 18.7 7.9 5.4 2.5 0.4 0.9 0.4 0 0.3 0.4 0.2 0.4 0 0.1 0 3.1 Kaakkoinen
156 Jollas 10.3 13.1 37.8 2.3 17.9 5.7 4.8 1.3 0.4 0.8 0.2 0 0.7 0.3 0.2 0.2 0.1 0 0 4 Kaakkoinen
157 Kruunuvuorenranta 13.1 14.2 20.1 2.9 24.3 13.5 2.7 1.5 0.7 1.2 0.1 0 0.6 0.3 0 0.2 0.1 0.1 0.1 4.5 Kaakkoinen
158 Santahamina 4.7 23.4 42.6 2.1 12.8 1.7 1.7 2.1 3 0.9 0 0 0.4 0.4 0 0 0 0 0 4.3 Kaakkoinen
159 Suomenlinna 12.9 5.6 17.1 1.6 30.3 23.5 1.6 2.1 0.2 0.7 0.9 0 1.4 0 0 0 0 0 0 1.9 Eteläinen
160 Vuosaari A 19.2 17.9 13.3 2.1 18.8 14.2 3.5 3 0.5 1.5 0.8 0 0.6 0.2 0.1 0.3 0.1 0.4 0 3.4 Itäinen
161 Vuosaari B 21.7 19.7 11.1 2.3 16.4 15.2 3.3 2.7 1 1.2 0.8 0 0.5 0.3 0.2 0.3 0.1 0.2 0.1 2.7 Itäinen
162 Vuosaari C 16.7 16 20.5 3 19.2 9.6 5.6 2.6 0.4 0.9 0.3 0 0.4 0.2 0 0.4 0 0 0.1 4 Itäinen
163 Vuosaari D 15.8 16.2 26 3.9 19.4 6.4 4.3 1.9 0.5 0.6 0.3 0 0.4 0.2 0 0.1 0 0 0.2 3.8 Itäinen
164 Vuosaari E 19.7 17.3 18.3 2.6 17 10.3 4.9 2.9 0.6 1.1 0.5 0 0.3 0.3 0.2 0.4 0.1 0.1 0 3.7 Itäinen
165 Vuosaari F 21.4 17.2 15.9 3 19.4 10.3 3.5 2.8 0.7 1.1 0.5 0 0.6 0.1 0.1 0.4 0 0.1 0.1 2.7 Itäinen
166 Vuosaari G 19.2 19.7 14.4 3.2 16.2 9.8 7.3 2.3 0.9 0.9 0.5 0 0.2 0.3 0.3 0.1 0.1 0.1 0 4.5 Itäinen
167 Vuosaari H 20.7 20.3 14.8 3.4 16.6 9.9 3.4 1.9 0.9 1.4 0.6 0 0.3 0.1 0.2 0.6 0 0.2 0.1 4.9 Itäinen
party-names-abbr.pdf
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"Alue","Prosentti","KOK","SDP","PS","KESK","VAS","VIHR","RKP","KD","Muut"
"Kruununhaka A",85,37.4,8.5,3.9,5.1,7,22.5,12.2,1.5,2
"Kruununhaka B",84.7,36.3,8.6,6,5.6,8.3,23.9,7.9,1.3,2
"Kaartinkaupunki",84.6,43,5.1,3.7,5.3,3.6,14.3,23.3,0.9,0.9
"Kamppi",81.1,40.6,7.1,5,5.4,6.9,19.6,12,1,2.5
"Hietalahti",78.8,38,8.7,6,4.8,7.4,20.9,10.6,1.3,2.3
"Lapinlahti",80.3,33.7,10.6,4.7,6.3,8.2,23.1,9,1.1,3.3
"Punavuori A",81.1,35.7,8.3,4.4,4.4,8.2,23.6,12,0.8,2.5
"Punavuori B",83.1,33.5,7.4,3.9,4.2,8.6,23.5,15.7,1.3,2
"Eira",80.3,41.4,6.4,5.1,3.6,7.1,18.8,15.6,0.6,1.5
"Ruoholahti",77.8,24.3,14.5,12,6.6,11.9,21.5,5,1.4,2.8
"Jätkäsaari",80.5,29.9,12.1,8.3,5.4,9.2,24.4,6.8,1.6,2.4
"Ullanlinna A",82.3,37.1,6.9,3.8,4.4,5.9,20.9,18.2,0.9,1.9
"Ullanlinna B",83.6,41.6,5.5,3.7,4.5,5.2,19.1,18.4,0.6,1.4
"Ullanlinna C",83.3,41.2,5.3,2.8,4.4,5.4,16.7,22.7,0.7,0.8
"Katajanokka",84.1,36.6,11.6,6.1,5.8,8.4,19.7,9.3,1,1.5
"Sörnäinen",74.2,19.5,10.7,7.9,5,17.9,29.6,3.9,1.2,4.2
"Merihaka",79.4,21.5,20.8,10.7,7.5,12.2,18.1,3.1,1.8,4.2
"Kalasatama",75.7,26.8,11.6,7.2,6.2,10.4,28.7,5.1,0.8,3.2
"Siltasaari",81.7,22.3,13.5,5.1,3.9,17.8,28.9,4.6,0.8,3
"Linjat",73,16.8,14.3,8,6.3,17.5,27.4,4.8,1.3,3.6
"Kallio A",79.7,17.2,12.9,7.6,4.7,20,28,5,1.3,3.3
"Kallio B",74.8,15.1,13.7,7.3,4.9,20.1,30.6,3.7,1.1,3.7
"Kallio C",79.4,15.8,10.4,6.8,4.4,21.4,31.7,4.7,1.4,3.3
"Kallio D",77.4,15.5,9.8,6.9,4.1,21.7,33.6,3.5,1.3,3.8
"Alppila A",72,16,12.8,8.8,3.8,20.8,29.3,2.7,1.5,4.3
"Alppila B",74.5,14.7,12.5,9.4,4.6,21,28,3.9,1.1,4.8
"Alppila C",74.9,15.5,13.6,8.4,4.7,18.9,27.9,5.4,0.8,4.8
"Alppila D",81.3,20.6,12.9,7.2,5.6,15.6,28.8,4.4,1.1,3.9
"Etu-Töölö A",86.1,46.2,6.6,3.2,6.4,4.8,17.8,13.1,0.9,1
"Etu-Töölö B",83,41.2,7.4,4.3,5.5,5.5,22.8,10.2,1,2.1
"Etu-Töölö C",84.8,38.9,8.6,3.6,5.9,7.1,21.1,12.1,0.9,1.6
"Hietaniemi",82.9,37.2,8.7,4.9,5.4,7.1,21.5,11.8,1,2.4
"Taka-Töölö A",77.9,36.1,9.7,6.7,5.7,7.3,22.1,9.1,1.3,1.8
"Taka-Töölö B",85.9,43.2,7.8,3.8,6.1,6.1,19,11.7,1,1.2
"Taka-Töölö C",81.7,34,8.1,5,5.6,8.8,24.1,10.8,1.4,2.2
"Taka-Töölö D",81.3,34.4,8.9,4.9,5.2,7.8,25.6,9.2,1.7,2.3
"Meilahti A",77.7,27.8,12.9,7,7.5,10.4,22.7,8.2,1.4,2.2
"Meilahti B",80.2,31.8,11.9,5.7,5.3,8.6,24,8,1.6,3.1
"Ruskeasuo",81.1,23.2,11.6,6.4,7.5,9.4,27.1,10.2,2.3,2.4
"Pikku Huopalahti",76.9,25.6,14.8,11,7.7,11.4,18.8,6.4,1.9,2.5
"Länsi-Pasila A",75,16.9,17.8,10.9,7.6,13.8,21.3,4,2.9,4.9
"Itä-Pasila",70.3,14.6,18.1,13.7,8.3,16.8,19.1,3.5,1.3,4.7
"Länsi-Pasila B",79,23.6,17.1,11.2,6.7,12.6,19.3,5.1,1.6,2.8
"Hermanni A",84.4,21.6,16.4,9.7,5,13.6,25,5.5,1,2.3
"Hermanni B",74.7,13.4,14.7,10.1,5,19.1,24.1,8.2,1.7,3.8
"Vallila A",77.8,14,11.8,7.7,4.1,22.6,31.5,3.4,1,3.9
"Vallila B",74.1,11.5,13.7,10.6,5.7,21.9,27.6,3.9,1.7,3.4
"Toukola A",81.1,17,14.2,7.1,5.1,16.5,26.7,9,1.6,2.9
"Toukola B",87.5,26.3,14.6,5.7,5.5,12.8,26,5.4,1.1,2.4
"Kumpula",77.6,12,14.7,8.5,5.6,24.1,26.9,2.7,1.6,3.9
"Käpylä A",80.7,14.3,18.2,7.6,5.3,19,28.4,4,0.9,2.4
"Käpylä B",77.6,14.7,17.5,8.7,3.9,20.1,26.3,4.8,1.2,2.9
"Koskela",71.9,12.7,22.1,14.3,6,15.1,19.6,3,2.9,4.4
"Maunula A",68.8,15.9,19.3,15.2,7.4,12.5,18.3,5.4,1.8,4.1
"Maunula B",75,20,19,12.9,6.6,12.5,19.2,4.2,1.6,4.1
"Oulunkylä A",74.1,18.7,18.6,14,10,10.3,19.8,3.5,2.5,2.6
"Oulunkylä B",81.9,30.3,15.7,9.4,9.3,9,17.3,5.4,1.4,2.1
"Oulunkylä C",82.5,30,18.7,8.8,9.8,7.5,16,5.2,2,1.9
"Veräjämäki",79.6,23.9,16.9,14,8.3,10.4,16.9,4.8,2.1,2.7
"Etelä-Haaga A",72.1,25.2,12.6,11.2,7.3,10.2,22.9,5.3,2,3.1
"Etelä-Haaga B",78.7,27.8,12.7,7.6,8.6,8.3,21.3,8.6,2.3,2.8
"Etelä-Haaga C",76.6,27.8,11,7.6,8.6,8.6,22.4,8.6,2.4,3
"Haaga",80.1,30.3,10.3,9.2,9.5,7.6,20.9,7.8,2.4,1.9
"Pohjois-Haaga A",74.8,17.4,18.3,14.3,8.2,10,20.9,5.7,1.7,3.4
"Pohjois-Haaga B",75.6,21.1,19.3,10.4,9.7,9.3,18.8,6.5,3.2,1.5
"Lassila A",76.5,26.4,15.7,10.6,9.1,7.3,20.9,4.3,2.5,3.2
"Lassila B",71.1,25.1,18,12.3,10.4,8.6,15.5,4.3,2.7,3
"Munkkiniemi A",86.7,47.8,6.3,4.9,6.3,4.2,14.4,14,1,1.1
"Munkkiniemi B",86.2,52.6,5.1,5.1,7.3,3,12,12.7,1.2,1.1
"Munkkiniemi C",80.8,33.5,11.1,7.8,6.9,6.1,17.8,12.2,1.8,2.8
"Munkkivuori A",80.6,30.4,12.5,7.8,6.9,6.7,20,11.6,1.9,2.2
"Munkkivuori B",81.3,32.4,11.4,7.6,8.4,5.8,21.5,8.5,1.4,2.8
"Lauttasaari A",82.2,36.1,7.5,5.5,6.1,4.6,19.5,17.2,1.5,1.9
"Lauttasaari B",85.1,37.8,8.5,5.4,5.6,4.4,18.4,17.2,1.3,1.4
"Lauttasaari C",85.1,35.5,9,6.1,6.2,5.8,21.1,13.1,1.4,1.8
"Lauttasaari D",82.4,33.8,8.5,7.2,5.7,6.1,22.5,12.8,1.3,2.1
"Lauttasaari E",84.7,49.9,7.2,6.2,7.2,2.3,12.7,12.3,1.3,1
"Lauttasaari F",83.5,42.4,9.7,6.5,7.1,3.2,13.8,13.6,1.9,1.8
"Konala A",78,26,18.8,15.4,8.9,6.7,14.2,4.9,2.3,2.8
"Konala B",70.3,26.5,18,13.5,10.1,6.5,15.8,4.4,1.7,3.6
"Kannelmäki A",73,17,22.3,15.8,8.4,9.6,17.5,5.2,1.7,2.5
"Kannelmäki B",67.9,16.9,20.8,17.9,9.2,8.8,16.3,4,2.3,3.8
"Kannelmäki C",74.8,22.6,20.4,14,7.6,8.7,13.4,7.9,2.6,2.8
"Kannelmäki D",67.8,17.8,20.8,18,9.4,10.7,13.6,3.4,2.2,4.1
"Hakuninmaa",82,30.3,19.1,13.6,9.7,5.5,13.8,4.7,1.6,1.7
"Malminkartano A",67.6,15.1,18.9,20,8.5,11.3,14.9,3.5,3.4,4.3
"Malminkartano B",69.3,16.9,19.6,17.1,9.4,10.5,16.7,3.4,2.6,3.9
"Länsi-Pakila",84.9,44.3,12.6,7.9,8.8,5.3,12.9,4.9,1.5,1.6
"Pakila",88.3,45.7,12.6,8.6,8.3,3.4,13.2,4.9,1.9,1.5
"Itä-Pakila",82.9,41.7,13.5,10.5,9.6,4.1,13.2,5,0.9,1.5
"Paloheinä",87.7,44.1,14.1,8.6,10.1,2.9,12.9,4.4,1.7,1.1
"Torpparinmäki",82.9,33.6,16.2,12.3,8.6,7,15.6,3.3,1.5,2.1
"Viikki A",83,23.7,11.6,8.1,13.3,8.4,25.2,4.8,2.2,2.7
"Viikki B",80.3,18.4,13.7,9.9,10.1,10,28,3.3,3,3.6
"Viikki C",73.6,23.7,14.9,12.2,9.7,10.3,21.9,3,2,2.4
"Pukinmäki A",74.5,22.5,22.9,15.3,10.9,8.2,12.5,3,2.3,2.4
"Pukinmäki B",66.2,15.1,22.2,17.5,9.8,9.8,15.6,2.7,2.7,4.7
"Pihlajisto",72,13.7,23.4,18.1,9.8,12.1,13.8,2.8,2.5,3.8
"Pihlajamäki A",69.5,16.5,25.3,16.5,7,12.4,14.5,3.1,1.9,2.8
"Pihlajamäki B",67.5,13.1,22.3,19.7,8.4,13,13.8,2.5,2.6,4.5
"Ala-Malmi A",66.3,15.3,23.2,18.3,10.5,10.3,13.8,1.9,2.2,4.5
"Ala-Malmi B",70.9,19,21.5,18.8,10,9.5,12.8,3.1,2.5,2.9
"Ylä-Malmi A",59,12.3,24.6,21.4,9.8,11,12.8,2.9,2.6,2.8
"Ylä-Malmi B",72.5,15.7,22.7,19.7,9.1,12,12.1,3.3,2.7,2.7
"Tapaninvainio",82,33.8,18.9,13.2,9.9,4.6,11.9,4,2.2,1.4
"Tapaninkylä",79.4,29.2,18.8,16.8,8.6,5.1,13.1,5.1,1,2.1
"Tapanila",78.2,22.2,17.6,14.7,9.4,10.2,17.3,4.3,1.7,2.5
"Siltamäki",72.1,18.6,20.2,18,10.5,8.8,15.1,3.2,2.2,3.4
"Suutarila",79.6,21.9,24.9,19.9,9,6.9,10.4,2.2,2.6,2.1
"Töyrynummi",75.5,23.2,20.4,20,9.8,7.2,11.2,3.3,2.7,2.1
"Tapulikaupunki A",69.7,18.4,20.7,17.3,9.3,10.8,13.7,2.7,3.9,3.3
"Tapulikaupunki B",72.5,22.3,21,16,9.8,10,12.4,3.1,2.2,3.2
"Puistola",80.5,28.6,19.6,15.1,9.1,7.6,12.8,2.7,2.5,2.1
"Heikinlaakso",78.7,27.1,19.1,17,10.4,6.6,12.7,2.3,2.5,2.3
"Jakomäki A",58.6,10.5,21.4,29.5,6.9,10.3,11,1.5,3.1,5.8
"Jakomäki B",62.7,8.9,29.8,25.2,8.3,10.2,8.7,2,3,4
"Kulosaari",83.6,40.6,7.4,5.7,5.8,4.7,16.7,17.2,0.7,1.2
"Herttoniemi A",77.2,16.1,15.3,9.9,5.7,14.6,28.6,4.9,2.2,2.7
"Herttoniemi B",68.6,14.6,21.4,17,5.1,14.1,18.8,3.6,1.5,3.9
"Roihuvuori A",72,16.2,17.1,13.2,6,14.2,25.9,2.8,1.9,2.7
"Roihuvuori B",69.1,13,22.3,13.7,5.4,14.4,22.4,4,1.9,2.8
"Herttoniemenranta A",75.4,22,17.8,13.9,7.3,11.7,18.3,4.9,1.3,2.8
"Herttoniemenranta B",74.8,26.6,16,11.7,6.5,11.7,19.8,4,1.2,2.4
"Tammisalo",86.8,52.2,9.8,7.1,6.6,2.8,11.8,7.2,1.3,1.3
"Vartioharju A",75.8,27.2,19.8,14.9,7.1,7.1,13.9,6.7,1.6,1.7
"Vartioharju B",75.6,28,19,16,6.8,7.3,13.6,5.7,1.4,2.2
"Puotila",69.6,17.8,22,14,7.8,10.2,16.7,6.6,1.8,3.1
"Puotinharju",64.7,15.2,23.3,22.1,6.2,10.9,12.8,3.4,1.9,4.1
"Myllypuro A",70.5,16.9,27.8,18.6,8,9.5,11,3.2,2.4,2.5
"Myllypuro B",67.2,14.1,24.7,17.2,6.9,11.4,15.7,3.6,2.6,3.9
"Myllypuro C",72.2,20.6,22.5,16.6,8.1,7.5,13.6,5.9,2.4,2.8
"Marjaniemi",77.6,41.4,16.5,10.5,7.9,5.8,11.2,4.1,1.3,1.4
"Itäkeskus",63.4,16.3,21.8,17.4,8.6,10.4,15.5,4.2,1.8,4
"Pitäjänmäki A",74.4,26.5,14.9,14.9,8.3,7.2,18.3,4.4,2.4,2.9
"Pitäjänmäki B",69.9,25.7,16.3,14.3,9.3,6.3,16.1,6,2.4,3.6
"Pitäjänmäki C",77.5,24.2,16.3,10.8,9.2,8.6,21.5,4.9,2,2.6
"Kontula A",67.9,12.4,30.1,22.2,7.4,10.8,8.7,2.3,3,3.2
"Kurkimäki",65.2,12.2,26.3,18.7,7.6,12.3,13.7,2.4,1.9,4.9
"Kontula B",66.7,11.8,29.9,21.1,7.6,13,8,2.9,3.1,2.6
"Mellunkylä",70,18.2,24.5,21.3,6.6,8.4,11.4,4.7,2,2.9
"Kontula C",60.1,11.1,26.7,23.8,7.8,11.4,9.3,4.9,1.9,3.3
"Vesala A",69.4,16.5,25,20.2,6.8,9.1,12.5,4.6,2.7,2.5
"Vesala B",59.8,12.8,25.8,22.7,6.6,10.3,12.9,2.8,2.5,3.7
"Mellunmäki A",69,14.2,29.8,20.7,10,8.2,8.6,3.6,2.4,2.4
"Mellunmäki B",68.4,17.8,26.7,20.2,8.1,8.1,10.8,3.9,1.9,2.5
"Kivikko",61.8,12.2,22.2,23.3,8.6,11.8,11.7,2.8,2.3,5
"Laajasalo A",81.8,35.6,14.4,9.3,7.3,6.7,14.3,8.2,2.1,2.1
"Laajasalo B",70.7,22.5,17.2,15.7,7.6,10.4,15.2,6.5,1.5,3.4
"Yliskylä",82.1,30.5,17.7,10,9.5,7.3,14.6,5.8,2.7,1.9
"Jollas",82.5,41.5,10.9,11.3,6.8,5.8,14,6.8,1.4,1.6
"Santahamina",82.6,47.5,5.1,24.6,8.5,2.5,7.6,2.1,0.8,1.3
"Suomenlinna",85.2,17.4,14.9,9.4,4.1,18.4,27.2,4.5,2,2
"Vuosaari A",64.8,15.8,20.1,18.1,6.9,10.6,16.7,5.2,2.4,4.1
"Vuosaari B",65,15.9,23.1,18.8,6.9,10.1,13.1,4.7,2.7,4.6
"Vuosaari C",74,25.1,20.1,15.7,8.9,7.8,14.2,4,2.2,2
"Vuosaari D",77.3,32.8,17,12.8,8.7,5.4,14,5.5,1.5,2.3
"Vuosaari E",75.4,24.4,20.7,14.9,7.5,6.8,13.8,7.6,1.9,2.4
"Vuosaari F",68.8,19.5,24.8,15.5,8.2,9.4,14,4.6,2,1.8
"Vuosaari G",70,18.1,24.3,16.5,7.6,7.9,11.8,8.6,2.4,2.8
"Vuosaari H",71.2,18.6,24,17.8,7.5,8.1,13.7,4.4,2.8,3
"Östersundom",80.2,40,6.6,9.9,9,2.1,8,20.7,2.6,1.2
"Muurala",71.4,20.9,14.4,22.5,9,3.3,11.6,11.6,3.8,2.9
"Jouppi-Kirstinsyrjä",59.2,13.3,19.7,26.6,6.7,7.2,11.9,6.3,4.3,4
"Tuomarila",78.1,30.6,13.7,14.9,8.9,3.8,15.4,7.1,2.6,2.9
"Nuuksio-Nupuri",76.6,26.2,13.5,19.9,10.5,5,9.7,11.6,1.2,2.4
"Bemböle-Kunnarla",73.4,31.7,11,15.3,9.9,2.2,12.6,11.1,3.5,2.6
"Kuurinniitty-Ymmersta",76.8,39.6,9.4,12.5,8,2.4,10.9,11.9,2.7,2.4
"Sokinvuori-Kirstinmäki",57.7,14.4,17.1,24.2,8.5,7.3,13.6,5.5,3.8,5.6
"Suna",77.7,21.1,16.7,19.9,9.4,4,15.7,7.7,3.4,2.1
"Kirkkojärvi",71.3,21.7,15.5,17.2,10.5,4.1,16.7,6.9,3,4.4
"Kauklahti-Espoonkartano",71.6,24.3,12.4,19.1,8.2,3.8,14.4,11.2,3.4,3.2
"Kurttila",79.3,34.5,8.8,15,8.4,2.1,13.4,13.6,2.4,1.8
"Saunalahti",76.9,36.8,10.2,15.4,10.4,2.6,11.3,9.4,2.3,1.6
"Kaupunginkallio",68.8,25.3,13.4,18.7,8.2,4.1,15.3,8.6,3.4,3.2
"Kalajärvi",74.9,25.8,13.5,22,14.6,3.4,10.4,5.4,2.4,2.5
"Niipperi",77.7,29.8,13.7,21.1,12.1,3.2,10,5.6,2,2.4
"Järvenperä",78.3,32.4,12.3,15.2,11.3,3.1,11,9.5,3.1,2
"Laajalahti",85.1,43.1,8.2,9.2,8,2.4,16.8,7.5,2.9,1.8
"Pohjois-Leppävaara",68.7,25.8,13.4,19.5,8.1,5.6,15.7,4.1,3.5,4.4
"Mäkkylä",75.5,34.7,12.1,12.5,10,3.9,15.3,6.6,2.3,2.7
"Lintuvaara",82.2,39.6,10.1,13.3,9.3,3.4,13.1,5.7,3,2.3
"Vallikallio",76.1,26.7,15.5,15.8,10,3.9,15.9,5.1,3.7,3.5
"Perkkaa",71.5,25.8,15.2,16,9.8,4.1,16.5,4.1,3,5.5
"Kilonpuisto",70.7,23.3,13.7,20.2,8.4,4.8,16.2,5.9,3.6,3.8
"Lansa-Sepänkylä",74.5,32.8,11.1,13.6,8.1,3,13.9,12.2,2.4,2.8
"Karakallio",74.8,27.9,19.5,15.3,10.2,3.3,10.3,7.8,3.3,2.4
"Rastaspuisto",78.1,32.7,14.5,14.9,8.1,3.2,12.9,7,3.8,2.9
"Jupperi",87.6,48.8,9,10,10.2,2.1,10,6.9,1.6,1.4
"Lähderanta",79.9,36.1,12.6,15,8.2,2.8,12.2,8.2,2.7,2.2
"Etelä-Leppävaara",75.1,31.9,10.7,16.4,8.2,3.5,17.5,4.5,2.6,4.8
"Viherlaakso",77.8,28.8,14.6,13.7,9.3,3.3,13.3,10.2,3.9,2.9
"Säteri",76.4,30.6,13.2,17,6.9,4.3,17.3,4.3,3.1,3.4
"Lippajärvi",79.2,30.3,12.1,14.8,10.9,2.5,12.4,11.7,2.8,2.6
"Kilo-Kuninkainen",77.7,35.7,9.6,9.6,9.6,2.9,16.2,9.9,2.1,4.4
"Tapiolan keskus",83.5,46,8.1,7.9,7.8,2.3,13.1,9.9,2.8,2
"Otsolahti",84.9,39.3,9.7,6.5,5.7,2.9,22.7,8.6,2.4,2.1
"Westend",87.5,60,2.9,5.1,5.7,0.7,6.6,16.4,1.5,1.1
"Jousenkaari-Hakalehto",83.6,41.5,8.2,7.5,6,4.2,17.1,10.8,1.8,2.9
"Koivu-Mankkaa",86.5,46.7,8.7,7.3,8.2,1.9,14.7,8.1,2.4,2
"Pohjois-Tapiola",84.7,47.7,7.3,7.9,8.1,2,16.1,7,2.3,1.5
"Otaniemi",81.4,37,4.5,5.5,5.6,2.3,24.9,6.9,1.6,11.7
"Haukilahti",85.3,49.4,5.1,8,5.4,1.5,9.1,18.7,1.6,1.2
"Niittykumpu-Tontunmäki",82.8,43.1,8.1,9.2,7.4,2.9,16.3,9.4,2.2,1.5
"Vanha-Mankkaa",86,51.1,8.1,7.4,6.9,1.5,12.2,8.7,2.3,1.7
"Taavinkylä",83.8,47.8,8,8.6,7.9,1.4,11.2,10.8,2.9,1.4
"Tiistilä",69.5,21.8,14.6,19,7.1,5.3,14,10.6,3.6,4
"Suurpelto-Henttaa",71.6,33.5,10,13.7,9.4,3.5,15.1,8.7,2.9,3.2
"Kuitinkallio-Olarinmäki",77.9,31,12.7,11.9,8.1,5,15.8,10.2,2.5,2.9
"Olarinpuisto-Päivänkehrä",85.6,41.9,9.7,9.1,7.6,2.2,11.9,13.2,2.4,1.9
"Friisilä",80.8,44.6,8.6,11.2,8.5,3,9.4,11,1.8,1.9
"Piispansilta",72.9,35.8,11.9,13.6,6.9,2.6,12.1,11.1,2.1,4
"Matinlahti",83.4,41.3,8.7,8.3,6.9,2.2,10.7,17.7,1.9,2.4
"Nuottaniemi-Kalastajanmäki",75.1,37.9,11,13.7,6.5,3.9,10.8,11.7,2,2.4
"Kuitinniitty",81.5,38.8,10.1,12,7.5,4.1,13.4,9.7,2.3,2
"Matinmetsä",72.8,25.6,15.6,14.4,7.5,4.4,15.7,10,2.8,4.1
"Tillinmäki",82.7,43.2,9.4,10.6,9.1,1.6,11.9,10.7,2.3,1.1
"Nöykkiö",83.4,45.6,8.7,11.6,7.5,1.4,10.8,10.4,2.4,1.6
"Malminmäki-Eestinlaakso",76.4,31.9,12.2,15.9,8.2,3.6,15.4,8.2,2.6,2.2
"Iivisniemi-Hannus",76.5,29.2,11.2,22.8,6.8,2.8,14,8.4,2.3,2.5
"Ylä-Kivenlahti-Meritori",79.4,30.7,14.5,14,9,3.4,12.6,10.5,2.9,2.4
"Espoonlahden keskus",68.9,24.8,17.9,20.3,7.4,4.7,9.9,8.1,3.2,3.7
"Ylä-Soukka-Hannusjärvi",80.6,29.4,13.1,15.5,8,2,13.3,13.8,2.8,2.1
"Ala-Soukka",74.8,20.9,18.4,20.4,8,5.7,12.4,8.5,3.4,2.3
"Soukanranta",82.6,33.9,12.6,14.5,8.9,2.2,10.8,12.6,2.5,2
"Kaitamäki-Suvisaaristo",84.2,41.3,6.8,10.1,7.2,1.8,9.8,20.3,1.5,1.1
"Laurinlahti",84.5,37.8,9.6,11.6,9.3,1.9,12,14.3,2.5,1.1
"Latokaski",82.9,31,13.4,15.4,9.1,2.8,16,7.8,3,1.6
"Kipparinmäki",75.6,25.6,16.6,16,9.5,3.8,11.7,11,2.7,3.1
"Ala-Kivenlahti",66.4,18.3,19.9,19.2,7.6,5.7,13.7,7.5,3.6,4.5
"Nöykkiönpuro-Martinsilta",82.5,42.6,8.4,12.8,7.9,2,8.5,14.2,2.4,1.3
"Hämevaara",83.5,32.3,15.3,14.5,10.9,3.2,15.9,2.5,2.6,2.8
"Hämeenkylä",75.5,24.4,17.4,18.9,10.7,2.8,17.9,2.8,2.1,3.1
"Pähkinärinne",69.1,22.5,17,22.9,11.7,5.2,11.6,3,2.5,3.4
"Varisto",72.7,25.7,21.3,18.5,9.2,4.3,12.5,3.1,1.9,3.6
"Vapaala",75.3,30.8,16.6,18.5,9.9,3.8,10.4,4.3,2.9,2.9
"Uomatie",75.4,21.2,23.8,18.6,10.7,4.6,10.6,3.8,3.6,3.2
"Myyrmäki",75.7,21.5,21.8,20,10.5,4.3,9.8,4.6,3.5,4.1
"Kilteri",65.8,17.5,25.6,23.1,8.5,4.9,10.1,2.5,3.3,4.5
"Louhela",75.5,19.7,22.5,18.5,11.8,5.5,11.4,3.2,3.7,3.8
"Jönsas",68.1,17.8,21.8,21.8,10,6.1,13.1,2.7,2.5,4.1
"Kaivoksela",72.1,17.4,22.5,21.5,9.3,5.9,11.3,5,3,4.2
"Vaskipelto",71.1,21.6,19.6,21.3,9.9,4.9,10.7,4.9,3.9,3.3
"Askisto",72.5,32.7,12.8,23.1,10.6,3.5,10.5,2.6,2.5,1.7
"Keimola",78.5,31.7,14.5,18.3,11.4,3,11.5,5,2.7,2
"Seutula",71.7,18.5,16,25.4,16.1,5.3,8.9,4.7,2.8,2.3
"Piispankylä",73.5,24.3,17.3,23.5,12.6,3.2,9.9,3.5,2.7,3.1
"Kivimäki",76.4,26,20.8,18.8,10.4,3.3,9.5,6.3,2.4,2.6
"Laajavuori",61,13.8,22,25.2,9.1,6.4,11.1,5.2,2.7,4.4
"Martinlaakso",72.8,20.9,23.4,20.6,9.8,5.1,9.8,4.5,3.3,2.8
"Vihertie",66.9,17.7,24,23.5,8.2,6.3,10.6,3.7,3.1,3
"Vantaanlaakso",79.7,29.8,20.3,16.1,9.3,2.7,11.4,4.9,2.6,2.8
"Ylästö",81,32.8,13.9,15,10.2,2.8,12.5,6.6,3.5,2.7
"Veromies",67.3,30.2,15.3,18.7,10.2,3.4,12.5,4.4,2.3,3
"Pakkala",63.6,23.2,15.6,23.5,11.7,4.5,12.1,2.8,2.7,3.8
"Kartanonkoski",73.7,29.7,13.4,14.6,10.9,3.9,17.6,3.6,4,2.4
"Ilola",72,28.5,17,24.4,8.5,5.1,8.8,3,1.9,2.8
"Ruskeasanta",77.4,27.4,20.9,18.9,10.8,4.2,9.5,3.3,2.4,2.5
"Simonkylä",61.5,13.2,22.3,24.9,8.7,9.4,11.1,2.6,3.7,4.1
"Simonmetsä",71.9,21.5,23.7,19.5,8.8,6.3,10.8,2.7,2.9,3.7
"Peltola",75.8,24.3,25.6,18.8,8.6,4.3,10.6,3.3,2.6,1.9
"Viertola",72.3,25.9,21,18.6,10.2,4.7,10.3,5,2,2.4
"Talkootie",70.7,23.3,20.4,16.9,9.2,6,15,3.5,1.8,3.8
"Hiekkaharju",78.9,22.6,24.6,18.2,9.5,5.6,12.4,2.8,2.3,2
"Tikkurila",63.4,18.3,22.7,22.3,7.7,7.7,12.2,3.3,2.2,3.4
"Kukkaketo",69.3,21.5,24.2,18,10.7,5.2,10.6,3.4,2.9,3.6
"Jokiniemi",68.8,19.3,17,18.7,9.1,6.8,18.2,4.2,2.5,4.2
"Maarinoja",61.7,14.8,18.5,23.7,8,7.6,16,2.7,3.3,5.5
"Hakkila",70.6,18.1,17.7,24.2,7.8,5.7,14.4,6.1,2.3,3.7
"Kuninkaala",72.4,26.1,16.5,20.2,8.3,4.6,11.8,5.8,3.9,2.8
"Koivukylä",70.3,18,22.7,22.1,9.7,6.3,11.5,2.4,3.2,4.1
"Asola",62.4,13.8,24,23.4,8.5,7.9,9.7,3,4.6,5.1
"Kulomäki",64.1,12.8,23.8,29,7.4,8.3,9.5,2.2,3.1,3.8
"Korso",72.8,17,21.5,23.1,9.4,7.1,12.8,2.7,3.1,3.3
"Vierumäki",71,21,18.6,27.9,9,6.3,10,1.6,1.8,3.9
"Leppäkorpi",74.7,20.8,19,25.2,11.6,5.4,10.6,2.2,2.9,2.5
"Metsola",71.3,20.4,22.5,23.9,9.1,5.5,10.8,1.8,2.8,3.1
"Otava",59.2,12.2,23.6,30.1,7.8,7.8,8.8,1.8,2.7,5.1
"Matari",78.3,18.7,23.8,21.7,12,5.8,9.1,3,3,2.9
"Mikkola",61.6,10.4,27.5,29.4,7.2,8.7,7.4,2.4,3.3,3.7
"Nikinmäki",77.2,27.7,16.7,22.1,11.9,4.2,8.5,3.8,2.7,2.4
"Rekola",78.3,21.9,21.7,21.6,10.2,6,10.4,2.8,2.7,2.8
"Rastimäki",57.1,8.1,31.5,24.8,5.6,9,11.5,1.7,3,4.8
"Havukallio",62.8,7.7,30.2,25.6,7.3,9.4,7.5,2.8,3.7,5.6
"Tarhapuisto",67.8,10.3,28.7,25.6,7.6,8.4,8.2,2.3,4.3,4.6
"Päiväkumpu",77.1,24.6,21.4,21.7,10.2,4.8,9.5,2.9,2.5,2.3
"Oripuisto",61.7,10.4,26.6,30.2,6.8,7.4,8.5,2.4,3.6,4
"Hakunila",65.1,12.5,29.8,26.5,7.6,6,7.6,3.1,3.8,3.1
"Nissas",59.6,12.6,21.9,29.4,7.9,6.6,10.9,3.3,2.7,4.7
"Itä-Hakkila",78.8,25.7,20.3,20.2,11.9,4.6,7.6,4,4,1.7
"Sotunki",73.5,25.1,15.9,19.8,9.5,5.2,9.8,8.5,3.1,3.1
"Vaarala",70.7,23.9,20.7,20.2,8.3,5.5,10.5,5.3,2.9,2.9
"Rajakylä",75.2,23.1,22.8,21.7,8.9,5.9,9.5,3.1,2.5,2.5
"Estepuisto",59.7,8.9,28.9,30.5,5.1,9.9,7,2.2,2.5,4.9
"Länsimäki",66.7,11,27.8,26.3,6.7,9.4,8.4,2.2,3.8,4.4
1 Alue Prosentti KOK SDP PS KESK VAS VIHR RKP KD Muut
2 Kruununhaka A 85 37.4 8.5 3.9 5.1 7 22.5 12.2 1.5 2
3 Kruununhaka B 84.7 36.3 8.6 6 5.6 8.3 23.9 7.9 1.3 2
4 Kaartinkaupunki 84.6 43 5.1 3.7 5.3 3.6 14.3 23.3 0.9 0.9
5 Kamppi 81.1 40.6 7.1 5 5.4 6.9 19.6 12 1 2.5
6 Hietalahti 78.8 38 8.7 6 4.8 7.4 20.9 10.6 1.3 2.3
7 Lapinlahti 80.3 33.7 10.6 4.7 6.3 8.2 23.1 9 1.1 3.3
8 Punavuori A 81.1 35.7 8.3 4.4 4.4 8.2 23.6 12 0.8 2.5
9 Punavuori B 83.1 33.5 7.4 3.9 4.2 8.6 23.5 15.7 1.3 2
10 Eira 80.3 41.4 6.4 5.1 3.6 7.1 18.8 15.6 0.6 1.5
11 Ruoholahti 77.8 24.3 14.5 12 6.6 11.9 21.5 5 1.4 2.8
12 Jätkäsaari 80.5 29.9 12.1 8.3 5.4 9.2 24.4 6.8 1.6 2.4
13 Ullanlinna A 82.3 37.1 6.9 3.8 4.4 5.9 20.9 18.2 0.9 1.9
14 Ullanlinna B 83.6 41.6 5.5 3.7 4.5 5.2 19.1 18.4 0.6 1.4
15 Ullanlinna C 83.3 41.2 5.3 2.8 4.4 5.4 16.7 22.7 0.7 0.8
16 Katajanokka 84.1 36.6 11.6 6.1 5.8 8.4 19.7 9.3 1 1.5
17 Sörnäinen 74.2 19.5 10.7 7.9 5 17.9 29.6 3.9 1.2 4.2
18 Merihaka 79.4 21.5 20.8 10.7 7.5 12.2 18.1 3.1 1.8 4.2
19 Kalasatama 75.7 26.8 11.6 7.2 6.2 10.4 28.7 5.1 0.8 3.2
20 Siltasaari 81.7 22.3 13.5 5.1 3.9 17.8 28.9 4.6 0.8 3
21 Linjat 73 16.8 14.3 8 6.3 17.5 27.4 4.8 1.3 3.6
22 Kallio A 79.7 17.2 12.9 7.6 4.7 20 28 5 1.3 3.3
23 Kallio B 74.8 15.1 13.7 7.3 4.9 20.1 30.6 3.7 1.1 3.7
24 Kallio C 79.4 15.8 10.4 6.8 4.4 21.4 31.7 4.7 1.4 3.3
25 Kallio D 77.4 15.5 9.8 6.9 4.1 21.7 33.6 3.5 1.3 3.8
26 Alppila A 72 16 12.8 8.8 3.8 20.8 29.3 2.7 1.5 4.3
27 Alppila B 74.5 14.7 12.5 9.4 4.6 21 28 3.9 1.1 4.8
28 Alppila C 74.9 15.5 13.6 8.4 4.7 18.9 27.9 5.4 0.8 4.8
29 Alppila D 81.3 20.6 12.9 7.2 5.6 15.6 28.8 4.4 1.1 3.9
30 Etu-Töölö A 86.1 46.2 6.6 3.2 6.4 4.8 17.8 13.1 0.9 1
31 Etu-Töölö B 83 41.2 7.4 4.3 5.5 5.5 22.8 10.2 1 2.1
32 Etu-Töölö C 84.8 38.9 8.6 3.6 5.9 7.1 21.1 12.1 0.9 1.6
33 Hietaniemi 82.9 37.2 8.7 4.9 5.4 7.1 21.5 11.8 1 2.4
34 Taka-Töölö A 77.9 36.1 9.7 6.7 5.7 7.3 22.1 9.1 1.3 1.8
35 Taka-Töölö B 85.9 43.2 7.8 3.8 6.1 6.1 19 11.7 1 1.2
36 Taka-Töölö C 81.7 34 8.1 5 5.6 8.8 24.1 10.8 1.4 2.2
37 Taka-Töölö D 81.3 34.4 8.9 4.9 5.2 7.8 25.6 9.2 1.7 2.3
38 Meilahti A 77.7 27.8 12.9 7 7.5 10.4 22.7 8.2 1.4 2.2
39 Meilahti B 80.2 31.8 11.9 5.7 5.3 8.6 24 8 1.6 3.1
40 Ruskeasuo 81.1 23.2 11.6 6.4 7.5 9.4 27.1 10.2 2.3 2.4
41 Pikku Huopalahti 76.9 25.6 14.8 11 7.7 11.4 18.8 6.4 1.9 2.5
42 Länsi-Pasila A 75 16.9 17.8 10.9 7.6 13.8 21.3 4 2.9 4.9
43 Itä-Pasila 70.3 14.6 18.1 13.7 8.3 16.8 19.1 3.5 1.3 4.7
44 Länsi-Pasila B 79 23.6 17.1 11.2 6.7 12.6 19.3 5.1 1.6 2.8
45 Hermanni A 84.4 21.6 16.4 9.7 5 13.6 25 5.5 1 2.3
46 Hermanni B 74.7 13.4 14.7 10.1 5 19.1 24.1 8.2 1.7 3.8
47 Vallila A 77.8 14 11.8 7.7 4.1 22.6 31.5 3.4 1 3.9
48 Vallila B 74.1 11.5 13.7 10.6 5.7 21.9 27.6 3.9 1.7 3.4
49 Toukola A 81.1 17 14.2 7.1 5.1 16.5 26.7 9 1.6 2.9
50 Toukola B 87.5 26.3 14.6 5.7 5.5 12.8 26 5.4 1.1 2.4
51 Kumpula 77.6 12 14.7 8.5 5.6 24.1 26.9 2.7 1.6 3.9
52 Käpylä A 80.7 14.3 18.2 7.6 5.3 19 28.4 4 0.9 2.4
53 Käpylä B 77.6 14.7 17.5 8.7 3.9 20.1 26.3 4.8 1.2 2.9
54 Koskela 71.9 12.7 22.1 14.3 6 15.1 19.6 3 2.9 4.4
55 Maunula A 68.8 15.9 19.3 15.2 7.4 12.5 18.3 5.4 1.8 4.1
56 Maunula B 75 20 19 12.9 6.6 12.5 19.2 4.2 1.6 4.1
57 Oulunkylä A 74.1 18.7 18.6 14 10 10.3 19.8 3.5 2.5 2.6
58 Oulunkylä B 81.9 30.3 15.7 9.4 9.3 9 17.3 5.4 1.4 2.1
59 Oulunkylä C 82.5 30 18.7 8.8 9.8 7.5 16 5.2 2 1.9
60 Veräjämäki 79.6 23.9 16.9 14 8.3 10.4 16.9 4.8 2.1 2.7
61 Etelä-Haaga A 72.1 25.2 12.6 11.2 7.3 10.2 22.9 5.3 2 3.1
62 Etelä-Haaga B 78.7 27.8 12.7 7.6 8.6 8.3 21.3 8.6 2.3 2.8
63 Etelä-Haaga C 76.6 27.8 11 7.6 8.6 8.6 22.4 8.6 2.4 3
64 Haaga 80.1 30.3 10.3 9.2 9.5 7.6 20.9 7.8 2.4 1.9
65 Pohjois-Haaga A 74.8 17.4 18.3 14.3 8.2 10 20.9 5.7 1.7 3.4
66 Pohjois-Haaga B 75.6 21.1 19.3 10.4 9.7 9.3 18.8 6.5 3.2 1.5
67 Lassila A 76.5 26.4 15.7 10.6 9.1 7.3 20.9 4.3 2.5 3.2
68 Lassila B 71.1 25.1 18 12.3 10.4 8.6 15.5 4.3 2.7 3
69 Munkkiniemi A 86.7 47.8 6.3 4.9 6.3 4.2 14.4 14 1 1.1
70 Munkkiniemi B 86.2 52.6 5.1 5.1 7.3 3 12 12.7 1.2 1.1
71 Munkkiniemi C 80.8 33.5 11.1 7.8 6.9 6.1 17.8 12.2 1.8 2.8
72 Munkkivuori A 80.6 30.4 12.5 7.8 6.9 6.7 20 11.6 1.9 2.2
73 Munkkivuori B 81.3 32.4 11.4 7.6 8.4 5.8 21.5 8.5 1.4 2.8
74 Lauttasaari A 82.2 36.1 7.5 5.5 6.1 4.6 19.5 17.2 1.5 1.9
75 Lauttasaari B 85.1 37.8 8.5 5.4 5.6 4.4 18.4 17.2 1.3 1.4
76 Lauttasaari C 85.1 35.5 9 6.1 6.2 5.8 21.1 13.1 1.4 1.8
77 Lauttasaari D 82.4 33.8 8.5 7.2 5.7 6.1 22.5 12.8 1.3 2.1
78 Lauttasaari E 84.7 49.9 7.2 6.2 7.2 2.3 12.7 12.3 1.3 1
79 Lauttasaari F 83.5 42.4 9.7 6.5 7.1 3.2 13.8 13.6 1.9 1.8
80 Konala A 78 26 18.8 15.4 8.9 6.7 14.2 4.9 2.3 2.8
81 Konala B 70.3 26.5 18 13.5 10.1 6.5 15.8 4.4 1.7 3.6
82 Kannelmäki A 73 17 22.3 15.8 8.4 9.6 17.5 5.2 1.7 2.5
83 Kannelmäki B 67.9 16.9 20.8 17.9 9.2 8.8 16.3 4 2.3 3.8
84 Kannelmäki C 74.8 22.6 20.4 14 7.6 8.7 13.4 7.9 2.6 2.8
85 Kannelmäki D 67.8 17.8 20.8 18 9.4 10.7 13.6 3.4 2.2 4.1
86 Hakuninmaa 82 30.3 19.1 13.6 9.7 5.5 13.8 4.7 1.6 1.7
87 Malminkartano A 67.6 15.1 18.9 20 8.5 11.3 14.9 3.5 3.4 4.3
88 Malminkartano B 69.3 16.9 19.6 17.1 9.4 10.5 16.7 3.4 2.6 3.9
89 Länsi-Pakila 84.9 44.3 12.6 7.9 8.8 5.3 12.9 4.9 1.5 1.6
90 Pakila 88.3 45.7 12.6 8.6 8.3 3.4 13.2 4.9 1.9 1.5
91 Itä-Pakila 82.9 41.7 13.5 10.5 9.6 4.1 13.2 5 0.9 1.5
92 Paloheinä 87.7 44.1 14.1 8.6 10.1 2.9 12.9 4.4 1.7 1.1
93 Torpparinmäki 82.9 33.6 16.2 12.3 8.6 7 15.6 3.3 1.5 2.1
94 Viikki A 83 23.7 11.6 8.1 13.3 8.4 25.2 4.8 2.2 2.7
95 Viikki B 80.3 18.4 13.7 9.9 10.1 10 28 3.3 3 3.6
96 Viikki C 73.6 23.7 14.9 12.2 9.7 10.3 21.9 3 2 2.4
97 Pukinmäki A 74.5 22.5 22.9 15.3 10.9 8.2 12.5 3 2.3 2.4
98 Pukinmäki B 66.2 15.1 22.2 17.5 9.8 9.8 15.6 2.7 2.7 4.7
99 Pihlajisto 72 13.7 23.4 18.1 9.8 12.1 13.8 2.8 2.5 3.8
100 Pihlajamäki A 69.5 16.5 25.3 16.5 7 12.4 14.5 3.1 1.9 2.8
101 Pihlajamäki B 67.5 13.1 22.3 19.7 8.4 13 13.8 2.5 2.6 4.5
102 Ala-Malmi A 66.3 15.3 23.2 18.3 10.5 10.3 13.8 1.9 2.2 4.5
103 Ala-Malmi B 70.9 19 21.5 18.8 10 9.5 12.8 3.1 2.5 2.9
104 Ylä-Malmi A 59 12.3 24.6 21.4 9.8 11 12.8 2.9 2.6 2.8
105 Ylä-Malmi B 72.5 15.7 22.7 19.7 9.1 12 12.1 3.3 2.7 2.7
106 Tapaninvainio 82 33.8 18.9 13.2 9.9 4.6 11.9 4 2.2 1.4
107 Tapaninkylä 79.4 29.2 18.8 16.8 8.6 5.1 13.1 5.1 1 2.1
108 Tapanila 78.2 22.2 17.6 14.7 9.4 10.2 17.3 4.3 1.7 2.5
109 Siltamäki 72.1 18.6 20.2 18 10.5 8.8 15.1 3.2 2.2 3.4
110 Suutarila 79.6 21.9 24.9 19.9 9 6.9 10.4 2.2 2.6 2.1
111 Töyrynummi 75.5 23.2 20.4 20 9.8 7.2 11.2 3.3 2.7 2.1
112 Tapulikaupunki A 69.7 18.4 20.7 17.3 9.3 10.8 13.7 2.7 3.9 3.3
113 Tapulikaupunki B 72.5 22.3 21 16 9.8 10 12.4 3.1 2.2 3.2
114 Puistola 80.5 28.6 19.6 15.1 9.1 7.6 12.8 2.7 2.5 2.1
115 Heikinlaakso 78.7 27.1 19.1 17 10.4 6.6 12.7 2.3 2.5 2.3
116 Jakomäki A 58.6 10.5 21.4 29.5 6.9 10.3 11 1.5 3.1 5.8
117 Jakomäki B 62.7 8.9 29.8 25.2 8.3 10.2 8.7 2 3 4
118 Kulosaari 83.6 40.6 7.4 5.7 5.8 4.7 16.7 17.2 0.7 1.2
119 Herttoniemi A 77.2 16.1 15.3 9.9 5.7 14.6 28.6 4.9 2.2 2.7
120 Herttoniemi B 68.6 14.6 21.4 17 5.1 14.1 18.8 3.6 1.5 3.9
121 Roihuvuori A 72 16.2 17.1 13.2 6 14.2 25.9 2.8 1.9 2.7
122 Roihuvuori B 69.1 13 22.3 13.7 5.4 14.4 22.4 4 1.9 2.8
123 Herttoniemenranta A 75.4 22 17.8 13.9 7.3 11.7 18.3 4.9 1.3 2.8
124 Herttoniemenranta B 74.8 26.6 16 11.7 6.5 11.7 19.8 4 1.2 2.4
125 Tammisalo 86.8 52.2 9.8 7.1 6.6 2.8 11.8 7.2 1.3 1.3
126 Vartioharju A 75.8 27.2 19.8 14.9 7.1 7.1 13.9 6.7 1.6 1.7
127 Vartioharju B 75.6 28 19 16 6.8 7.3 13.6 5.7 1.4 2.2
128 Puotila 69.6 17.8 22 14 7.8 10.2 16.7 6.6 1.8 3.1
129 Puotinharju 64.7 15.2 23.3 22.1 6.2 10.9 12.8 3.4 1.9 4.1
130 Myllypuro A 70.5 16.9 27.8 18.6 8 9.5 11 3.2 2.4 2.5
131 Myllypuro B 67.2 14.1 24.7 17.2 6.9 11.4 15.7 3.6 2.6 3.9
132 Myllypuro C 72.2 20.6 22.5 16.6 8.1 7.5 13.6 5.9 2.4 2.8
133 Marjaniemi 77.6 41.4 16.5 10.5 7.9 5.8 11.2 4.1 1.3 1.4
134 Itäkeskus 63.4 16.3 21.8 17.4 8.6 10.4 15.5 4.2 1.8 4
135 Pitäjänmäki A 74.4 26.5 14.9 14.9 8.3 7.2 18.3 4.4 2.4 2.9
136 Pitäjänmäki B 69.9 25.7 16.3 14.3 9.3 6.3 16.1 6 2.4 3.6
137 Pitäjänmäki C 77.5 24.2 16.3 10.8 9.2 8.6 21.5 4.9 2 2.6
138 Kontula A 67.9 12.4 30.1 22.2 7.4 10.8 8.7 2.3 3 3.2
139 Kurkimäki 65.2 12.2 26.3 18.7 7.6 12.3 13.7 2.4 1.9 4.9
140 Kontula B 66.7 11.8 29.9 21.1 7.6 13 8 2.9 3.1 2.6
141 Mellunkylä 70 18.2 24.5 21.3 6.6 8.4 11.4 4.7 2 2.9
142 Kontula C 60.1 11.1 26.7 23.8 7.8 11.4 9.3 4.9 1.9 3.3
143 Vesala A 69.4 16.5 25 20.2 6.8 9.1 12.5 4.6 2.7 2.5
144 Vesala B 59.8 12.8 25.8 22.7 6.6 10.3 12.9 2.8 2.5 3.7
145 Mellunmäki A 69 14.2 29.8 20.7 10 8.2 8.6 3.6 2.4 2.4
146 Mellunmäki B 68.4 17.8 26.7 20.2 8.1 8.1 10.8 3.9 1.9 2.5
147 Kivikko 61.8 12.2 22.2 23.3 8.6 11.8 11.7 2.8 2.3 5
148 Laajasalo A 81.8 35.6 14.4 9.3 7.3 6.7 14.3 8.2 2.1 2.1
149 Laajasalo B 70.7 22.5 17.2 15.7 7.6 10.4 15.2 6.5 1.5 3.4
150 Yliskylä 82.1 30.5 17.7 10 9.5 7.3 14.6 5.8 2.7 1.9
151 Jollas 82.5 41.5 10.9 11.3 6.8 5.8 14 6.8 1.4 1.6
152 Santahamina 82.6 47.5 5.1 24.6 8.5 2.5 7.6 2.1 0.8 1.3
153 Suomenlinna 85.2 17.4 14.9 9.4 4.1 18.4 27.2 4.5 2 2
154 Vuosaari A 64.8 15.8 20.1 18.1 6.9 10.6 16.7 5.2 2.4 4.1
155 Vuosaari B 65 15.9 23.1 18.8 6.9 10.1 13.1 4.7 2.7 4.6
156 Vuosaari C 74 25.1 20.1 15.7 8.9 7.8 14.2 4 2.2 2
157 Vuosaari D 77.3 32.8 17 12.8 8.7 5.4 14 5.5 1.5 2.3
158 Vuosaari E 75.4 24.4 20.7 14.9 7.5 6.8 13.8 7.6 1.9 2.4
159 Vuosaari F 68.8 19.5 24.8 15.5 8.2 9.4 14 4.6 2 1.8
160 Vuosaari G 70 18.1 24.3 16.5 7.6 7.9 11.8 8.6 2.4 2.8
161 Vuosaari H 71.2 18.6 24 17.8 7.5 8.1 13.7 4.4 2.8 3
162 Östersundom 80.2 40 6.6 9.9 9 2.1 8 20.7 2.6 1.2
163 Muurala 71.4 20.9 14.4 22.5 9 3.3 11.6 11.6 3.8 2.9
164 Jouppi-Kirstinsyrjä 59.2 13.3 19.7 26.6 6.7 7.2 11.9 6.3 4.3 4
165 Tuomarila 78.1 30.6 13.7 14.9 8.9 3.8 15.4 7.1 2.6 2.9
166 Nuuksio-Nupuri 76.6 26.2 13.5 19.9 10.5 5 9.7 11.6 1.2 2.4
167 Bemböle-Kunnarla 73.4 31.7 11 15.3 9.9 2.2 12.6 11.1 3.5 2.6
168 Kuurinniitty-Ymmersta 76.8 39.6 9.4 12.5 8 2.4 10.9 11.9 2.7 2.4
169 Sokinvuori-Kirstinmäki 57.7 14.4 17.1 24.2 8.5 7.3 13.6 5.5 3.8 5.6
170 Suna 77.7 21.1 16.7 19.9 9.4 4 15.7 7.7 3.4 2.1
171 Kirkkojärvi 71.3 21.7 15.5 17.2 10.5 4.1 16.7 6.9 3 4.4
172 Kauklahti-Espoonkartano 71.6 24.3 12.4 19.1 8.2 3.8 14.4 11.2 3.4 3.2
173 Kurttila 79.3 34.5 8.8 15 8.4 2.1 13.4 13.6 2.4 1.8
174 Saunalahti 76.9 36.8 10.2 15.4 10.4 2.6 11.3 9.4 2.3 1.6
175 Kaupunginkallio 68.8 25.3 13.4 18.7 8.2 4.1 15.3 8.6 3.4 3.2
176 Kalajärvi 74.9 25.8 13.5 22 14.6 3.4 10.4 5.4 2.4 2.5
177 Niipperi 77.7 29.8 13.7 21.1 12.1 3.2 10 5.6 2 2.4
178 Järvenperä 78.3 32.4 12.3 15.2 11.3 3.1 11 9.5 3.1 2
179 Laajalahti 85.1 43.1 8.2 9.2 8 2.4 16.8 7.5 2.9 1.8
180 Pohjois-Leppävaara 68.7 25.8 13.4 19.5 8.1 5.6 15.7 4.1 3.5 4.4
181 Mäkkylä 75.5 34.7 12.1 12.5 10 3.9 15.3 6.6 2.3 2.7
182 Lintuvaara 82.2 39.6 10.1 13.3 9.3 3.4 13.1 5.7 3 2.3
183 Vallikallio 76.1 26.7 15.5 15.8 10 3.9 15.9 5.1 3.7 3.5
184 Perkkaa 71.5 25.8 15.2 16 9.8 4.1 16.5 4.1 3 5.5
185 Kilonpuisto 70.7 23.3 13.7 20.2 8.4 4.8 16.2 5.9 3.6 3.8
186 Lansa-Sepänkylä 74.5 32.8 11.1 13.6 8.1 3 13.9 12.2 2.4 2.8
187 Karakallio 74.8 27.9 19.5 15.3 10.2 3.3 10.3 7.8 3.3 2.4
188 Rastaspuisto 78.1 32.7 14.5 14.9 8.1 3.2 12.9 7 3.8 2.9
189 Jupperi 87.6 48.8 9 10 10.2 2.1 10 6.9 1.6 1.4
190 Lähderanta 79.9 36.1 12.6 15 8.2 2.8 12.2 8.2 2.7 2.2
191 Etelä-Leppävaara 75.1 31.9 10.7 16.4 8.2 3.5 17.5 4.5 2.6 4.8
192 Viherlaakso 77.8 28.8 14.6 13.7 9.3 3.3 13.3 10.2 3.9 2.9
193 Säteri 76.4 30.6 13.2 17 6.9 4.3 17.3 4.3 3.1 3.4
194 Lippajärvi 79.2 30.3 12.1 14.8 10.9 2.5 12.4 11.7 2.8 2.6
195 Kilo-Kuninkainen 77.7 35.7 9.6 9.6 9.6 2.9 16.2 9.9 2.1 4.4
196 Tapiolan keskus 83.5 46 8.1 7.9 7.8 2.3 13.1 9.9 2.8 2
197 Otsolahti 84.9 39.3 9.7 6.5 5.7 2.9 22.7 8.6 2.4 2.1
198 Westend 87.5 60 2.9 5.1 5.7 0.7 6.6 16.4 1.5 1.1
199 Jousenkaari-Hakalehto 83.6 41.5 8.2 7.5 6 4.2 17.1 10.8 1.8 2.9
200 Koivu-Mankkaa 86.5 46.7 8.7 7.3 8.2 1.9 14.7 8.1 2.4 2
201 Pohjois-Tapiola 84.7 47.7 7.3 7.9 8.1 2 16.1 7 2.3 1.5
202 Otaniemi 81.4 37 4.5 5.5 5.6 2.3 24.9 6.9 1.6 11.7
203 Haukilahti 85.3 49.4 5.1 8 5.4 1.5 9.1 18.7 1.6 1.2
204 Niittykumpu-Tontunmäki 82.8 43.1 8.1 9.2 7.4 2.9 16.3 9.4 2.2 1.5
205 Vanha-Mankkaa 86 51.1 8.1 7.4 6.9 1.5 12.2 8.7 2.3 1.7
206 Taavinkylä 83.8 47.8 8 8.6 7.9 1.4 11.2 10.8 2.9 1.4
207 Tiistilä 69.5 21.8 14.6 19 7.1 5.3 14 10.6 3.6 4
208 Suurpelto-Henttaa 71.6 33.5 10 13.7 9.4 3.5 15.1 8.7 2.9 3.2
209 Kuitinkallio-Olarinmäki 77.9 31 12.7 11.9 8.1 5 15.8 10.2 2.5 2.9
210 Olarinpuisto-Päivänkehrä 85.6 41.9 9.7 9.1 7.6 2.2 11.9 13.2 2.4 1.9
211 Friisilä 80.8 44.6 8.6 11.2 8.5 3 9.4 11 1.8 1.9
212 Piispansilta 72.9 35.8 11.9 13.6 6.9 2.6 12.1 11.1 2.1 4
213 Matinlahti 83.4 41.3 8.7 8.3 6.9 2.2 10.7 17.7 1.9 2.4
214 Nuottaniemi-Kalastajanmäki 75.1 37.9 11 13.7 6.5 3.9 10.8 11.7 2 2.4
215 Kuitinniitty 81.5 38.8 10.1 12 7.5 4.1 13.4 9.7 2.3 2
216 Matinmetsä 72.8 25.6 15.6 14.4 7.5 4.4 15.7 10 2.8 4.1
217 Tillinmäki 82.7 43.2 9.4 10.6 9.1 1.6 11.9 10.7 2.3 1.1
218 Nöykkiö 83.4 45.6 8.7 11.6 7.5 1.4 10.8 10.4 2.4 1.6
219 Malminmäki-Eestinlaakso 76.4 31.9 12.2 15.9 8.2 3.6 15.4 8.2 2.6 2.2
220 Iivisniemi-Hannus 76.5 29.2 11.2 22.8 6.8 2.8 14 8.4 2.3 2.5
221 Ylä-Kivenlahti-Meritori 79.4 30.7 14.5 14 9 3.4 12.6 10.5 2.9 2.4
222 Espoonlahden keskus 68.9 24.8 17.9 20.3 7.4 4.7 9.9 8.1 3.2 3.7
223 Ylä-Soukka-Hannusjärvi 80.6 29.4 13.1 15.5 8 2 13.3 13.8 2.8 2.1
224 Ala-Soukka 74.8 20.9 18.4 20.4 8 5.7 12.4 8.5 3.4 2.3
225 Soukanranta 82.6 33.9 12.6 14.5 8.9 2.2 10.8 12.6 2.5 2
226 Kaitamäki-Suvisaaristo 84.2 41.3 6.8 10.1 7.2 1.8 9.8 20.3 1.5 1.1
227 Laurinlahti 84.5 37.8 9.6 11.6 9.3 1.9 12 14.3 2.5 1.1
228 Latokaski 82.9 31 13.4 15.4 9.1 2.8 16 7.8 3 1.6
229 Kipparinmäki 75.6 25.6 16.6 16 9.5 3.8 11.7 11 2.7 3.1
230 Ala-Kivenlahti 66.4 18.3 19.9 19.2 7.6 5.7 13.7 7.5 3.6 4.5
231 Nöykkiönpuro-Martinsilta 82.5 42.6 8.4 12.8 7.9 2 8.5 14.2 2.4 1.3
232 Hämevaara 83.5 32.3 15.3 14.5 10.9 3.2 15.9 2.5 2.6 2.8
233 Hämeenkylä 75.5 24.4 17.4 18.9 10.7 2.8 17.9 2.8 2.1 3.1
234 Pähkinärinne 69.1 22.5 17 22.9 11.7 5.2 11.6 3 2.5 3.4
235 Varisto 72.7 25.7 21.3 18.5 9.2 4.3 12.5 3.1 1.9 3.6
236 Vapaala 75.3 30.8 16.6 18.5 9.9 3.8 10.4 4.3 2.9 2.9
237 Uomatie 75.4 21.2 23.8 18.6 10.7 4.6 10.6 3.8 3.6 3.2
238 Myyrmäki 75.7 21.5 21.8 20 10.5 4.3 9.8 4.6 3.5 4.1
239 Kilteri 65.8 17.5 25.6 23.1 8.5 4.9 10.1 2.5 3.3 4.5
240 Louhela 75.5 19.7 22.5 18.5 11.8 5.5 11.4 3.2 3.7 3.8
241 Jönsas 68.1 17.8 21.8 21.8 10 6.1 13.1 2.7 2.5 4.1
242 Kaivoksela 72.1 17.4 22.5 21.5 9.3 5.9 11.3 5 3 4.2
243 Vaskipelto 71.1 21.6 19.6 21.3 9.9 4.9 10.7 4.9 3.9 3.3
244 Askisto 72.5 32.7 12.8 23.1 10.6 3.5 10.5 2.6 2.5 1.7
245 Keimola 78.5 31.7 14.5 18.3 11.4 3 11.5 5 2.7 2
246 Seutula 71.7 18.5 16 25.4 16.1 5.3 8.9 4.7 2.8 2.3
247 Piispankylä 73.5 24.3 17.3 23.5 12.6 3.2 9.9 3.5 2.7 3.1
248 Kivimäki 76.4 26 20.8 18.8 10.4 3.3 9.5 6.3 2.4 2.6
249 Laajavuori 61 13.8 22 25.2 9.1 6.4 11.1 5.2 2.7 4.4
250 Martinlaakso 72.8 20.9 23.4 20.6 9.8 5.1 9.8 4.5 3.3 2.8
251 Vihertie 66.9 17.7 24 23.5 8.2 6.3 10.6 3.7 3.1 3
252 Vantaanlaakso 79.7 29.8 20.3 16.1 9.3 2.7 11.4 4.9 2.6 2.8
253 Ylästö 81 32.8 13.9 15 10.2 2.8 12.5 6.6 3.5 2.7
254 Veromies 67.3 30.2 15.3 18.7 10.2 3.4 12.5 4.4 2.3 3
255 Pakkala 63.6 23.2 15.6 23.5 11.7 4.5 12.1 2.8 2.7 3.8
256 Kartanonkoski 73.7 29.7 13.4 14.6 10.9 3.9 17.6 3.6 4 2.4
257 Ilola 72 28.5 17 24.4 8.5 5.1 8.8 3 1.9 2.8
258 Ruskeasanta 77.4 27.4 20.9 18.9 10.8 4.2 9.5 3.3 2.4 2.5
259 Simonkylä 61.5 13.2 22.3 24.9 8.7 9.4 11.1 2.6 3.7 4.1
260 Simonmetsä 71.9 21.5 23.7 19.5 8.8 6.3 10.8 2.7 2.9 3.7
261 Peltola 75.8 24.3 25.6 18.8 8.6 4.3 10.6 3.3 2.6 1.9
262 Viertola 72.3 25.9 21 18.6 10.2 4.7 10.3 5 2 2.4
263 Talkootie 70.7 23.3 20.4 16.9 9.2 6 15 3.5 1.8 3.8
264 Hiekkaharju 78.9 22.6 24.6 18.2 9.5 5.6 12.4 2.8 2.3 2
265 Tikkurila 63.4 18.3 22.7 22.3 7.7 7.7 12.2 3.3 2.2 3.4
266 Kukkaketo 69.3 21.5 24.2 18 10.7 5.2 10.6 3.4 2.9 3.6
267 Jokiniemi 68.8 19.3 17 18.7 9.1 6.8 18.2 4.2 2.5 4.2
268 Maarinoja 61.7 14.8 18.5 23.7 8 7.6 16 2.7 3.3 5.5
269 Hakkila 70.6 18.1 17.7 24.2 7.8 5.7 14.4 6.1 2.3 3.7
270 Kuninkaala 72.4 26.1 16.5 20.2 8.3 4.6 11.8 5.8 3.9 2.8
271 Koivukylä 70.3 18 22.7 22.1 9.7 6.3 11.5 2.4 3.2 4.1
272 Asola 62.4 13.8 24 23.4 8.5 7.9 9.7 3 4.6 5.1
273 Kulomäki 64.1 12.8 23.8 29 7.4 8.3 9.5 2.2 3.1 3.8
274 Korso 72.8 17 21.5 23.1 9.4 7.1 12.8 2.7 3.1 3.3
275 Vierumäki 71 21 18.6 27.9 9 6.3 10 1.6 1.8 3.9
276 Leppäkorpi 74.7 20.8 19 25.2 11.6 5.4 10.6 2.2 2.9 2.5
277 Metsola 71.3 20.4 22.5 23.9 9.1 5.5 10.8 1.8 2.8 3.1
278 Otava 59.2 12.2 23.6 30.1 7.8 7.8 8.8 1.8 2.7 5.1
279 Matari 78.3 18.7 23.8 21.7 12 5.8 9.1 3 3 2.9
280 Mikkola 61.6 10.4 27.5 29.4 7.2 8.7 7.4 2.4 3.3 3.7
281 Nikinmäki 77.2 27.7 16.7 22.1 11.9 4.2 8.5 3.8 2.7 2.4
282 Rekola 78.3 21.9 21.7 21.6 10.2 6 10.4 2.8 2.7 2.8
283 Rastimäki 57.1 8.1 31.5 24.8 5.6 9 11.5 1.7 3 4.8
284 Havukallio 62.8 7.7 30.2 25.6 7.3 9.4 7.5 2.8 3.7 5.6
285 Tarhapuisto 67.8 10.3 28.7 25.6 7.6 8.4 8.2 2.3 4.3 4.6
286 Päiväkumpu 77.1 24.6 21.4 21.7 10.2 4.8 9.5 2.9 2.5 2.3
287 Oripuisto 61.7 10.4 26.6 30.2 6.8 7.4 8.5 2.4 3.6 4
288 Hakunila 65.1 12.5 29.8 26.5 7.6 6 7.6 3.1 3.8 3.1
289 Nissas 59.6 12.6 21.9 29.4 7.9 6.6 10.9 3.3 2.7 4.7
290 Itä-Hakkila 78.8 25.7 20.3 20.2 11.9 4.6 7.6 4 4 1.7
291 Sotunki 73.5 25.1 15.9 19.8 9.5 5.2 9.8 8.5 3.1 3.1
292 Vaarala 70.7 23.9 20.7 20.2 8.3 5.5 10.5 5.3 2.9 2.9
293 Rajakylä 75.2 23.1 22.8 21.7 8.9 5.9 9.5 3.1 2.5 2.5
294 Estepuisto 59.7 8.9 28.9 30.5 5.1 9.9 7 2.2 2.5 4.9
295 Länsimäki 66.7 11 27.8 26.3 6.7 9.4 8.4 2.2 3.8 4.4
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"Alue","Tulonsaajia","Tulot","Mediaanitulot","Ansiotulot","Pääomatulot","Verot","Valtionvero","Kunnallisvero","Tulot_miinus_verot"
"KOKO MAA",4634226,29962,24433,27801,2161,6453,1796,3997,23509
"Akaa",13751,27702,23848,26421,1281,5657,1131,3867,22045
"Alajärvi",8156,23775,19594,21962,1813,4463,913,2985,19312
"Alavieska",2140,24389,20505,22459,1930,4605,966,3038,19784
"Alavus",9908,23917,20125,21981,1937,4436,953,2911,19482
"Asikkala",7147,27254,22062,24447,2807,5561,1487,3454,21693
"Askola",3945,33659,26476,29008,4652,7461,2533,4183,26198
"Aura",3183,28693,26134,27235,1458,5889,1135,4073,22804
"Brändö",450,31794,25075,27725,4068,5949,2285,3054,25844
"Eckerö",879,28671,26057,25954,2717,4997,1452,2985,23674
"Enonkoski",1281,23422,19339,21043,2378,4200,975,2727,19222
"Enontekiö",1726,23045,18643,21451,1594,4331,919,2878,18714
"Espoo",224754,41376,30231,37509,3867,10535,4296,5420,30841
"Eura",10121,28129,24380,26440,1690,5637,1201,3765,22492
"Eurajoki",8479,28779,24921,27110,1669,5346,1329,3354,23433
"Evijärvi",2145,25761,22214,22797,2964,4859,1188,3068,20902
"Finström",2215,30423,26949,27864,2559,5726,1510,3554,24697
"Forssa",15158,25425,21618,24110,1316,4876,927,3371,20550
"Föglö",533,26008,23351,23367,2641,4185,1154,2508,21823
"Geta",430,26546,22950,24666,1881,3981,1065,2413,22565
"Haapajärvi",5931,24324,20675,22699,1625,4722,888,3228,19602
"Haapavesi",5626,24079,20639,22276,1803,4621,916,3123,19459
"Hailuoto",878,27263,23452,24895,2368,5402,1319,3446,21861
"Halsua",1066,22570,19174,20238,2332,4052,899,2615,18517
"Hamina",17711,27352,23692,25994,1357,5675,1120,3890,21677
"Hammarland",1333,28856,26070,27290,1566,4906,1294,3009,23950
"Hankasalmi",4364,23576,19162,21501,2075,4373,906,2917,19203
"Hanko",7670,27969,24569,26767,1203,6100,1139,4291,21869
"Harjavalta",6212,27214,23569,25910,1305,5632,1111,3848,21582
"Hartola",2632,23005,18627,20564,2441,4212,997,2712,18793
"Hattula",7946,30853,26814,28492,2361,6602,1678,4230,24251
"Hausjärvi",6984,29938,25681,27650,2288,6298,1467,4132,23640
"Heinola",17005,26021,21998,24456,1565,5179,1089,3498,20842
"Heinävesi",3135,23206,18582,20640,2566,4187,1054,2619,19020
"Helsinki",549842,36032,27602,32487,3545,8517,3158,4662,27515
"Hirvensalmi",2038,25325,19532,21505,3820,4876,1602,2733,20449
"Hollola",19370,29967,25564,27686,2281,6511,1618,4176,23456
"Honkajoki",1544,23237,18580,21163,2074,4247,913,2785,18990
"Huittinen",8845,26346,22237,23938,2408,5032,1179,3250,21314
"Humppila",2004,24955,21270,22993,1962,4762,930,3216,20193
"Hyrynsalmi",2177,22274,18286,20991,1284,3914,631,2761,18360
"Hyvinkää",39112,31367,26534,29883,1484,6818,1761,4364,24549
"Hämeenkyrö",8797,27631,23695,25642,1989,5691,1241,3830,21940
"Hämeenlinna",57418,29237,24600,27373,1863,6273,1524,4093,22964
"Ii",7405,26308,22914,25042,1266,5131,974,3544,21177
"Iisalmi",18473,26343,22585,24497,1846,5184,1131,3422,21159
"Iitti",5892,27198,22000,24215,2983,5350,1470,3262,21848
"Ikaalinen",6097,25625,21648,23427,2198,5056,1145,3293,20569
"Ilmajoki",9804,27374,24351,25548,1826,5329,1152,3478,22045
"Ilomantsi",4763,22549,18859,21096,1453,3927,688,2712,18623
"Imatra",23852,27032,23186,26024,1007,5462,1067,3752,21570
"Inari",6113,26523,23784,25157,1366,4969,1071,3279,21554
"Inkoo",4649,33889,27232,30834,3055,7804,2374,4642,26085
"Isojoki",1847,24079,19028,21230,2849,4525,1189,2791,19554
"Isokyrö",3923,26164,21743,24289,1875,5119,1082,3387,21045
"Janakkala",13739,29713,25928,27785,1929,6264,1415,4157,23450
"Joensuu",64902,25510,21091,23773,1737,5056,1147,3338,20454
"Jokioinen",4473,27428,23980,25619,1809,5463,1135,3622,21965
"Jomala",4028,33485,31195,31167,2319,6332,1964,3683,27154
"Joroinen",4318,26061,21538,23816,2245,5077,1209,3265,20984
"Joutsa",4155,24082,19891,21540,2542,4481,1080,2853,19601
"Juuka",4409,21943,18290,20177,1767,3780,765,2524,18164
"Juupajoki",1673,26186,21052,23881,2305,5161,1258,3306,21025
"Juva",5672,24637,20352,21696,2941,4355,1195,2625,20282
"Jyväskylä",115586,27987,23044,26113,1874,5822,1473,3728,22165
"Jämijärvi",1662,23202,19804,21407,1795,4297,802,2946,18905
"Jämsä",18333,26941,23054,25437,1504,5547,1153,3777,21394
"Järvenpää",34368,33087,28876,31675,1412,7349,1885,4724,25738
"Kaarina",26564,34390,27729,31196,3195,7884,2508,4677,26506
"Kaavi",2737,22039,17953,20553,1486,3753,712,2576,18286
"Kajaani",31603,26710,23765,25444,1266,5455,1017,3783,21255
"Kalajoki",10420,25394,21889,23639,1754,4659,997,3055,20734
"Kangasala",24937,31537,26674,29379,2158,7096,1844,4536,24441
"Kangasniemi",4904,24297,19729,21586,2711,4503,1173,2792,19795
"Kankaanpää",9929,25171,21202,23659,1512,4953,951,3395,20218
"Kannonkoski",1242,22065,17782,20179,1886,3778,791,2478,18287
"Kannus",4567,25606,22520,24082,1524,4767,906,3231,20839
"Karijoki",1188,24562,20900,22428,2134,4554,977,2976,20008
"Karkkila",7336,27876,24377,26230,1646,5470,1125,3716,22405
"Karstula",3724,22720,18434,20649,2071,3936,893,2522,18784
"Karvia",2174,22268,18461,20425,1842,3634,766,2342,18634
"Kaskinen",1177,27761,23613,26223,1538,6050,1247,4155,21711
"Kauhajoki",11502,24989,20894,23017,1972,4879,1009,3247,20110
"Kauhava",14058,24932,21435,23072,1860,4850,987,3244,20082
"Kauniainen",8007,63150,34623,51357,11793,19197,10632,7460,43954
"Kaustinen",3509,26001,23438,24234,1767,5007,962,3393,20994
"Keitele",2075,23532,19487,21707,1825,4222,873,2792,19310
"Kemi",18356,26194,22652,25445,749,5420,935,3894,20774
"Kemijärvi",6910,24663,21691,23537,1126,4708,757,3349,19955
"Keminmaa",6846,29235,25659,28070,1165,6238,1223,4320,22997
"Kemiönsaari",6071,25559,21107,23406,2153,4690,1080,2980,20869
"Kempele",13101,31985,27267,29795,2190,7168,1875,4538,24817
"Kerava",29812,31766,27844,30503,1263,6829,1693,4427,24937
"Keuruu",8705,25095,21309,23370,1725,4822,998,3229,20273
"Kihniö",1717,22243,18986,20871,1371,3846,642,2687,18397
"Kinnula",1423,22296,17830,20624,1672,3913,785,2588,18383
"Kirkkonummi",31238,38289,29764,35229,3060,9499,3321,5360,28790
"Kitee",9452,23512,19404,21447,2065,4397,933,2930,19115
"Kittilä",5461,27573,24638,26034,1539,5231,1111,3490,22342
"Kiuruvesi",7153,23615,19123,21700,1915,4223,911,2773,19392
"Kivijärvi",1020,21050,17577,19860,1190,3389,530,2371,17661
"Kokemäki",6439,25484,21828,23813,1670,5033,965,3452,20451
"Kokkola",38902,27789,23871,26058,1730,5974,1290,4003,21814
"Kolari",3332,25807,22527,23899,1908,4584,1006,3020,21224
"Konnevesi",2393,24613,20019,22163,2450,4616,1092,2957,19998
"Kontiolahti",11571,28703,26109,26911,1792,5840,1281,3873,22863
"Korsnäs",1898,24821,20639,21999,2822,4499,1178,2729,20322
"Koski Tl",2126,24396,20430,22320,2076,4360,1032,2742,20036
"Kotka",46251,26942,22821,25969,973,5840,1146,4071,21102
"Kouvola",72866,27715,23996,26150,1566,5794,1238,3891,21921
"Kristiinankaupunki",6060,25128,21337,23420,1709,4878,1000,3241,20250
"Kruunupyy",5507,26824,22993,24278,2546,5369,1270,3398,21455
"Kuhmo",7632,23478,19877,21863,1615,4345,772,3009,19133
"Kuhmoinen",2075,23629,18902,21071,2558,4328,1070,2729,19301
"Kumlinge",294,29545,26762,27555,1990,5467,1430,3425,24077
"Kuopio",99294,27930,23419,26253,1677,5819,1386,3790,22112
"Kuortane",3146,24655,20531,22593,2062,4576,1003,2962,20079
"Kurikka",18249,25178,21082,23102,2076,4734,1048,3075,20444
"Kustavi",848,27279,21187,24445,2834,5324,1586,3104,21955
"Kuusamo",13136,24798,21980,23388,1410,4536,869,3071,20262
"Kyyjärvi",1197,23597,19218,21484,2113,4336,1002,2759,19261
"Kärkölä",3829,26705,23196,24915,1790,5355,1068,3656,21350
"Kärsämäki",2198,22482,18796,20817,1665,3945,764,2655,18537
"Kökar",227,27586,24678,26466,1120,4947,1122,3270,22639
"Lahti",101261,27848,22855,26134,1714,5809,1406,3779,22039
"Laihia",6523,29194,25490,27568,1625,6147,1291,4148,23047
"Laitila",7338,26248,22922,24484,1764,5025,1037,3361,21223
"Lapinjärvi",2357,28938,22057,23959,4979,5610,1887,3130,23328
"Lapinlahti",8282,24921,20971,23042,1879,4525,983,2971,20395
"Lappajärvi",2757,23506,19967,21709,1797,4225,846,2817,19282
"Lappeenranta",61628,27678,23449,26146,1532,5843,1297,3916,21835
"Lapua",11801,27149,23435,25040,2109,5432,1213,3534,21717
"Laukaa",14636,28508,24513,26619,1889,6019,1340,4003,22489
"Lemi",2524,27966,23533,25326,2640,5686,1446,3577,22280
"Lemland",1713,32060,29933,30090,1970,5890,1712,3510,26170
"Lempäälä",17551,32542,27356,30351,2191,7397,2024,4634,25145
"Leppävirta",8495,26563,22287,24491,2072,5113,1219,3274,21450
"Lestijärvi",682,22976,19174,20893,2082,4114,903,2654,18861
"Lieksa",10369,22967,19523,21663,1304,4260,728,3009,18707
"Lieto",15518,32248,28051,30052,2196,6915,1866,4313,25333
"Liminka",6637,30742,26719,28753,1988,6778,1670,4338,23964
"Liperi",10062,26192,23442,24578,1614,5170,1004,3540,21022
"Lohja",38785,30775,26240,29117,1658,6612,1593,4308,24163
"Loimaa",14036,25730,21492,23737,1994,4935,1106,3220,20796
"Loppi",6627,27937,24436,25949,1988,5563,1196,3709,22374
"Loviisa",13004,27907,23679,26301,1606,5458,1235,3563,22449
"Luhanka",672,24641,19175,21643,2999,4323,1359,2424,20319
"Lumijoki",1526,25716,21899,24528,1188,5099,1038,3385,20617
"Lumparland",345,30982,27268,29068,1914,5768,1507,3647,25214
"Luoto",3755,27762,24877,26434,1328,5418,1106,3550,22343
"Luumäki",4200,26621,21652,23742,2879,5017,1371,3037,21604
"Maalahti",4774,26556,23290,24886,1670,5249,1091,3473,21308
"Maarianhamina",10716,33839,28563,30366,3473,6879,2420,3835,26960
"Marttila",1727,27036,22116,24498,2539,5258,1376,3221,21779
"Masku",7667,32266,28943,30699,1567,7156,1672,4700,25110
"Merijärvi",876,21413,18421,20026,1386,3565,567,2486,17847
"Merikarvia",2759,24469,19592,22161,2308,4394,1123,2726,20075
"Miehikkälä",1787,23321,18823,20827,2494,4023,1026,2486,19298
"Mikkeli",46729,26968,23038,25008,1960,5457,1260,3572,21511
"Muhos",6750,27431,23884,25789,1642,5489,1200,3625,21942
"Multia",1435,22858,18431,20687,2170,4194,938,2711,18664
"Muonio",1992,27117,24230,24528,2590,5449,1328,3493,21668
"Mustasaari",15649,30974,27342,28949,2024,6743,1627,4314,24231
"Muurame",7753,32509,27631,30198,2311,7127,2006,4359,25381
"Mynämäki",6609,27992,24100,25910,2082,5615,1245,3683,22377
"Myrskylä",1641,26626,22060,24422,2205,5128,1139,3356,21498
"Mäntsälä",16490,30958,27241,29226,1732,6415,1515,4214,24543
"Mänttä-Vilppula",9108,25838,22555,24484,1354,5377,934,3798,20461
"Mäntyharju",5423,24905,20219,22512,2393,4632,1179,2887,20272
"Naantali",16310,34142,26918,30614,3528,7740,2613,4390,26402
"Nakkila",4640,27006,23238,24942,2063,5532,1201,3667,21474
"Nivala",8346,25237,21363,23396,1840,4874,999,3251,20362
"Nokia",26664,30371,26024,28882,1489,6481,1545,4239,23890
"Nousiainen",3857,30033,27300,28117,1917,6205,1380,4106,23828
"Nurmes",6911,22870,19898,21621,1248,4006,656,2809,18864
"Nurmijärvi",33132,35776,30136,33325,2451,8228,2490,4922,27548
"Närpiö",8267,25872,22032,23287,2584,4762,1140,3036,21109
"Orimattila",13343,27642,23236,25556,2086,5502,1270,3578,22140
"Oripää",1139,26288,21458,23384,2904,4849,1375,2866,21439
"Orivesi",7843,26272,22280,24305,1967,5269,1091,3559,21003
"Oulainen",6132,25485,22185,23865,1620,5023,958,3423,20462
"Oulu",162592,29291,24119,27577,1715,6314,1644,4022,22977
"Outokumpu",6053,22957,19058,21708,1250,4341,739,3075,18616
"Padasjoki",2753,24646,20233,21889,2757,4641,1177,2910,20005
"Paimio",8803,30558,26612,28555,2003,6497,1540,4230,24061
"Paltamo",3024,22804,19307,21579,1225,4141,647,2957,18664
"Parainen",13032,30947,25897,28749,2197,6632,1788,4112,24314
"Parikkala",4590,23978,20024,21904,2074,4194,944,2682,19785
"Parkano",5713,24598,20774,22639,1959,4626,944,3092,19972
"Pedersören kunta",8671,26575,23977,24857,1718,5100,1023,3382,21475
"Pelkosenniemi",876,23347,21333,22194,1152,4306,628,3099,19041
"Pello",3225,23975,20557,22728,1247,4174,725,2895,19802
"Perho",2165,23102,19225,21664,1439,4300,764,2941,18803
"Pertunmaa",1612,22834,17132,19746,3089,4103,1195,2432,18731
"Petäjävesi",3207,26082,22230,24218,1863,4994,1041,3332,21088
"Pieksämäki",16357,25024,22035,23306,1719,4991,930,3480,20034
"Pielavesi",4004,22919,18510,20623,2296,4001,945,2548,18918
"Pietarsaari",16620,27439,23804,25919,1519,5852,1226,3944,21587
"Pihtipudas",3551,22882,18811,20914,1968,4041,841,2658,18840
"Pirkkala",15233,35589,28591,32240,3349,8489,2740,4959,27100
"Polvijärvi",3903,22134,17920,20419,1715,3670,748,2428,18464
"Pomarkku",1915,23553,19305,21671,1882,4220,896,2759,19332
"Pori",73130,27252,22819,25761,1490,5432,1223,3589,21819
"Pornainen",3928,32075,28557,30498,1577,6814,1576,4451,25261
"Porvoo",41982,32850,27357,30829,2021,7319,2064,4503,25531
"Posio",3095,21294,17541,20009,1285,3692,631,2569,17602
"Pudasjärvi",6922,21910,18178,20809,1102,3650,602,2553,18261
"Pukkila",1652,27440,23660,25692,1748,5578,1157,3750,21862
"Punkalaidun",2655,23606,18930,21223,2383,4456,1083,2828,19149
"Puolanka",2465,21508,18161,20221,1288,3673,586,2583,17836
"Puumala",2070,25114,20300,21515,3600,4766,1436,2765,20348
"Pyhtää",4488,31540,24341,27334,4206,6919,2284,3939,24621
"Pyhäjoki",2654,25905,22014,24384,1521,4959,1015,3305,20946
"Pyhäjärvi",4657,24282,19807,22645,1637,4539,878,3083,19743
"Pyhäntä",1264,24867,21466,22836,2031,4529,1077,2851,20338
"Pyhäranta",1752,29494,25278,26750,2744,6257,1551,3994,23238
"Pälkäne",5697,26565,22322,24155,2410,5209,1272,3312,21356
"Pöytyä",7021,26702,22805,24368,2333,5196,1203,3359,21505
"Raahe",20325,28008,24576,26063,1944,5965,1305,3958,22042
"Raasepori",23904,28584,24112,26195,2389,6193,1477,4052,22391
"Raisio",20629,30040,25762,28234,1806,6303,1566,4089,23737
"Rantasalmi",3270,22926,18832,20836,2090,3987,876,2610,18939
"Ranua",3326,22420,18137,20602,1819,3749,825,2431,18671
"Rauma",35511,30039,24712,28405,1634,6400,1657,4098,23638
"Rautalampi",2839,23349,19319,21628,1721,4464,926,3000,18885
"Rautavaara",1538,21114,16403,19709,1404,3523,692,2364,17591
"Rautjärvi",3127,24589,20992,23330,1258,4686,866,3195,19902
"Reisjärvi",2320,23500,20156,21757,1742,4389,838,2970,19110
"Riihimäki",24275,29343,25566,28175,1168,6174,1320,4183,23169
"Ristijärvi",1211,24201,19694,22268,1933,4476,953,2961,19725
"Rovaniemi",51940,27578,24111,26144,1434,5736,1220,3903,21842
"Ruokolahti",4536,27512,23731,25788,1724,5610,1226,3708,21902
"Ruovesi",4049,24529,20161,22334,2194,4783,1032,3178,19746
"Rusko",4954,32414,27937,29912,2502,6979,1897,4320,25435
"Rääkkylä",2036,21449,17105,19090,2359,3712,897,2370,17737
"Saarijärvi",8218,24086,19892,22179,1907,4496,911,3026,19590
"Salla",3361,21987,18966,20755,1232,3725,599,2611,18262
"Salo",45290,26843,22380,25004,1839,5344,1208,3534,21500
"Saltvik",1621,30098,27743,27508,2590,5141,1471,3046,24956
"Sastamala",21149,26275,21970,24136,2139,5123,1192,3318,21152
"Sauvo",2596,29450,24153,26252,3199,6149,1715,3775,23301
"Savitaipale",3121,24839,20431,22432,2406,4728,1124,3014,20111
"Savonlinna",30742,25124,21359,23557,1567,5168,973,3620,19956
"Savukoski",946,22759,19312,21200,1559,4169,735,2864,18590
"Seinäjoki",50993,28872,25230,26944,1928,6148,1418,4011,22724
"Sievi",3734,29208,20293,22993,6216,6272,2434,3229,22936
"Siikainen",1310,22214,17705,19820,2394,3827,917,2429,18387
"Siikajoki",4226,26832,21641,23369,3463,5553,1558,3372,21278
"Siikalatva",4738,23065,19215,21450,1614,4200,764,2887,18864
"Siilinjärvi",17315,29910,26675,28239,1671,6413,1403,4326,23497
"Simo",2671,26387,22929,25250,1137,5380,943,3801,21008
"Sipoo",16337,36799,29818,33987,2811,8608,2805,4986,28191
"Siuntio",4891,35684,29208,33008,2676,8620,2514,5276,27064
"Sodankylä",7636,26355,23280,25120,1236,5005,991,3396,21351
"Soini",1846,22638,17988,20217,2421,4125,993,2604,18513
"Somero",7744,25728,21375,23461,2267,4759,1184,2980,20968
"Sonkajärvi",3646,23009,18998,21226,1783,3954,783,2641,19056
"Sotkamo",8934,27408,23059,25213,2195,5549,1311,3589,21859
"Sottunga",92,37113,22829,28670,8443,8324,4013,3659,28788
"Sulkava",2415,22485,18439,20122,2363,4057,943,2598,18428
"Sund",898,29729,27060,28169,1561,5461,1191,3612,24268
"Suomussalmi",7262,23040,19753,21930,1109,3971,628,2812,19069
"Suonenjoki",6262,24513,20894,22703,1810,4655,905,3182,19858
"Sysmä",3548,23862,18809,20894,2968,4149,1214,2416,19713
"Säkylä",6087,28068,24638,26195,1873,5859,1206,3958,22209
"Taipalsaari",3989,30092,25993,27646,2446,6523,1689,4117,23569
"Taivalkoski",3536,22697,19223,21579,1119,3897,633,2730,18800
"Taivassalo",1457,29369,22453,24855,4515,6042,2036,3375,23327
"Tammela",5288,27937,23682,25369,2568,5573,1424,3479,22363
"Tampere",196295,28929,23165,26953,1976,6144,1685,3849,22786
"Tervo",1458,22546,18169,20432,2114,3770,841,2415,18777
"Tervola",2662,24702,20276,23450,1253,4503,925,2975,20200
"Teuva",4594,23698,19603,22051,1646,4441,829,3038,19257
"Tohmajärvi",4015,23970,19374,21125,2845,4510,1134,2846,19460
"Toholampi",2589,24114,20787,22245,1869,4547,908,3028,19567
"Toivakka",1972,26701,22578,24750,1951,5168,1145,3394,21533
"Tornio",18192,28296,24180,26682,1615,5940,1296,3989,22356
"Turku",164223,28107,22403,26034,2073,5759,1600,3599,22348
"Tuusniemi",2348,22351,18427,20592,1759,3956,768,2708,18395
"Tuusula",31422,35979,30036,33724,2254,8375,2536,5027,27604
"Tyrnävä",4663,26890,24062,25675,1214,5224,1003,3522,21666
"Ulvila",10975,28193,24432,26721,1472,5957,1251,4008,22236
"Urjala",4219,24607,20197,22451,2156,4713,1053,3085,19894
"Utajärvi",2392,23198,18671,21549,1648,4125,854,2708,19072
"Utsjoki",1102,26689,22916,24419,2269,5291,1337,3363,21398
"Uurainen",2797,26615,22691,24899,1716,5038,1086,3330,21577
"Uusikaarlepyy",6280,27046,23230,24128,2918,5338,1343,3324,21708
"Uusikaupunki",13515,28552,25111,26593,1959,5870,1300,3900,22682
"Vaala",2663,23169,19471,21419,1749,4290,845,2896,18879
"Vaasa",56987,28829,23978,27191,1637,6101,1512,3925,22728
"Valkeakoski",17645,28536,24820,27189,1347,5853,1273,3886,22684
"Valtimo",1967,22410,18345,20638,1772,3886,783,2581,18524
"Vantaa",184265,32060,27757,30506,1554,6917,1877,4374,25143
"Varkaus",18538,26102,22027,24982,1120,5317,1008,3705,20786
"Vehmaa",1996,25974,22695,24075,1900,5033,981,3444,20941
"Vesanto",1920,22317,18168,20244,2072,3828,833,2484,18489
"Vesilahti",3475,30186,25328,28097,2089,6509,1641,4149,23677
"Veteli",2797,24516,21295,22719,1797,4689,888,3176,19827
"Vieremä",3157,25531,20182,22198,3332,4873,1381,2903,20658
"Vihti",23442,33221,28424,31417,1804,7494,1995,4736,25727
"Viitasaari",5785,23452,19739,21706,1746,4184,821,2833,19268
"Vimpeli",2566,24610,21172,23032,1578,4859,873,3372,19751
"Virolahti",2797,24752,20840,22983,1769,4442,933,2935,20311
"Virrat",6079,24364,20088,22111,2252,4532,1058,2915,19832
"Vårdö",392,28214,24884,25990,2224,4910,1260,3065,23303
"Vöyri",5616,26499,23171,24056,2443,5143,1180,3279,21356
"Ylitornio",3804,24015,19629,22463,1551,4061,850,2677,19954
"Ylivieska",12048,27112,24022,25169,1943,5589,1166,3730,21523
"Ylöjärvi",25508,31218,26606,28979,2239,6827,1770,4320,24390
"Ypäjä",2049,25689,21516,23655,2034,5021,1100,3293,20668
"Ähtäri",5143,24514,21065,22890,1624,4797,874,3317,19717
"Äänekoski",16736,26294,22164,24596,1698,5366,1125,3642,20928
1 Alue Tulonsaajia Tulot Mediaanitulot Ansiotulot Pääomatulot Verot Valtionvero Kunnallisvero Tulot_miinus_verot
2 KOKO MAA 4634226 29962 24433 27801 2161 6453 1796 3997 23509
3 Akaa 13751 27702 23848 26421 1281 5657 1131 3867 22045
4 Alajärvi 8156 23775 19594 21962 1813 4463 913 2985 19312
5 Alavieska 2140 24389 20505 22459 1930 4605 966 3038 19784
6 Alavus 9908 23917 20125 21981 1937 4436 953 2911 19482
7 Asikkala 7147 27254 22062 24447 2807 5561 1487 3454 21693
8 Askola 3945 33659 26476 29008 4652 7461 2533 4183 26198
9 Aura 3183 28693 26134 27235 1458 5889 1135 4073 22804
10 Brändö 450 31794 25075 27725 4068 5949 2285 3054 25844
11 Eckerö 879 28671 26057 25954 2717 4997 1452 2985 23674
12 Enonkoski 1281 23422 19339 21043 2378 4200 975 2727 19222
13 Enontekiö 1726 23045 18643 21451 1594 4331 919 2878 18714
14 Espoo 224754 41376 30231 37509 3867 10535 4296 5420 30841
15 Eura 10121 28129 24380 26440 1690 5637 1201 3765 22492
16 Eurajoki 8479 28779 24921 27110 1669 5346 1329 3354 23433
17 Evijärvi 2145 25761 22214 22797 2964 4859 1188 3068 20902
18 Finström 2215 30423 26949 27864 2559 5726 1510 3554 24697
19 Forssa 15158 25425 21618 24110 1316 4876 927 3371 20550
20 Föglö 533 26008 23351 23367 2641 4185 1154 2508 21823
21 Geta 430 26546 22950 24666 1881 3981 1065 2413 22565
22 Haapajärvi 5931 24324 20675 22699 1625 4722 888 3228 19602
23 Haapavesi 5626 24079 20639 22276 1803 4621 916 3123 19459
24 Hailuoto 878 27263 23452 24895 2368 5402 1319 3446 21861
25 Halsua 1066 22570 19174 20238 2332 4052 899 2615 18517
26 Hamina 17711 27352 23692 25994 1357 5675 1120 3890 21677
27 Hammarland 1333 28856 26070 27290 1566 4906 1294 3009 23950
28 Hankasalmi 4364 23576 19162 21501 2075 4373 906 2917 19203
29 Hanko 7670 27969 24569 26767 1203 6100 1139 4291 21869
30 Harjavalta 6212 27214 23569 25910 1305 5632 1111 3848 21582
31 Hartola 2632 23005 18627 20564 2441 4212 997 2712 18793
32 Hattula 7946 30853 26814 28492 2361 6602 1678 4230 24251
33 Hausjärvi 6984 29938 25681 27650 2288 6298 1467 4132 23640
34 Heinola 17005 26021 21998 24456 1565 5179 1089 3498 20842
35 Heinävesi 3135 23206 18582 20640 2566 4187 1054 2619 19020
36 Helsinki 549842 36032 27602 32487 3545 8517 3158 4662 27515
37 Hirvensalmi 2038 25325 19532 21505 3820 4876 1602 2733 20449
38 Hollola 19370 29967 25564 27686 2281 6511 1618 4176 23456
39 Honkajoki 1544 23237 18580 21163 2074 4247 913 2785 18990
40 Huittinen 8845 26346 22237 23938 2408 5032 1179 3250 21314
41 Humppila 2004 24955 21270 22993 1962 4762 930 3216 20193
42 Hyrynsalmi 2177 22274 18286 20991 1284 3914 631 2761 18360
43 Hyvinkää 39112 31367 26534 29883 1484 6818 1761 4364 24549
44 Hämeenkyrö 8797 27631 23695 25642 1989 5691 1241 3830 21940
45 Hämeenlinna 57418 29237 24600 27373 1863 6273 1524 4093 22964
46 Ii 7405 26308 22914 25042 1266 5131 974 3544 21177
47 Iisalmi 18473 26343 22585 24497 1846 5184 1131 3422 21159
48 Iitti 5892 27198 22000 24215 2983 5350 1470 3262 21848
49 Ikaalinen 6097 25625 21648 23427 2198 5056 1145 3293 20569
50 Ilmajoki 9804 27374 24351 25548 1826 5329 1152 3478 22045
51 Ilomantsi 4763 22549 18859 21096 1453 3927 688 2712 18623
52 Imatra 23852 27032 23186 26024 1007 5462 1067 3752 21570
53 Inari 6113 26523 23784 25157 1366 4969 1071 3279 21554
54 Inkoo 4649 33889 27232 30834 3055 7804 2374 4642 26085
55 Isojoki 1847 24079 19028 21230 2849 4525 1189 2791 19554
56 Isokyrö 3923 26164 21743 24289 1875 5119 1082 3387 21045
57 Janakkala 13739 29713 25928 27785 1929 6264 1415 4157 23450
58 Joensuu 64902 25510 21091 23773 1737 5056 1147 3338 20454
59 Jokioinen 4473 27428 23980 25619 1809 5463 1135 3622 21965
60 Jomala 4028 33485 31195 31167 2319 6332 1964 3683 27154
61 Joroinen 4318 26061 21538 23816 2245 5077 1209 3265 20984
62 Joutsa 4155 24082 19891 21540 2542 4481 1080 2853 19601
63 Juuka 4409 21943 18290 20177 1767 3780 765 2524 18164
64 Juupajoki 1673 26186 21052 23881 2305 5161 1258 3306 21025
65 Juva 5672 24637 20352 21696 2941 4355 1195 2625 20282
66 Jyväskylä 115586 27987 23044 26113 1874 5822 1473 3728 22165
67 Jämijärvi 1662 23202 19804 21407 1795 4297 802 2946 18905
68 Jämsä 18333 26941 23054 25437 1504 5547 1153 3777 21394
69 Järvenpää 34368 33087 28876 31675 1412 7349 1885 4724 25738
70 Kaarina 26564 34390 27729 31196 3195 7884 2508 4677 26506
71 Kaavi 2737 22039 17953 20553 1486 3753 712 2576 18286
72 Kajaani 31603 26710 23765 25444 1266 5455 1017 3783 21255
73 Kalajoki 10420 25394 21889 23639 1754 4659 997 3055 20734
74 Kangasala 24937 31537 26674 29379 2158 7096 1844 4536 24441
75 Kangasniemi 4904 24297 19729 21586 2711 4503 1173 2792 19795
76 Kankaanpää 9929 25171 21202 23659 1512 4953 951 3395 20218
77 Kannonkoski 1242 22065 17782 20179 1886 3778 791 2478 18287
78 Kannus 4567 25606 22520 24082 1524 4767 906 3231 20839
79 Karijoki 1188 24562 20900 22428 2134 4554 977 2976 20008
80 Karkkila 7336 27876 24377 26230 1646 5470 1125 3716 22405
81 Karstula 3724 22720 18434 20649 2071 3936 893 2522 18784
82 Karvia 2174 22268 18461 20425 1842 3634 766 2342 18634
83 Kaskinen 1177 27761 23613 26223 1538 6050 1247 4155 21711
84 Kauhajoki 11502 24989 20894 23017 1972 4879 1009 3247 20110
85 Kauhava 14058 24932 21435 23072 1860 4850 987 3244 20082
86 Kauniainen 8007 63150 34623 51357 11793 19197 10632 7460 43954
87 Kaustinen 3509 26001 23438 24234 1767 5007 962 3393 20994
88 Keitele 2075 23532 19487 21707 1825 4222 873 2792 19310
89 Kemi 18356 26194 22652 25445 749 5420 935 3894 20774
90 Kemijärvi 6910 24663 21691 23537 1126 4708 757 3349 19955
91 Keminmaa 6846 29235 25659 28070 1165 6238 1223 4320 22997
92 Kemiönsaari 6071 25559 21107 23406 2153 4690 1080 2980 20869
93 Kempele 13101 31985 27267 29795 2190 7168 1875 4538 24817
94 Kerava 29812 31766 27844 30503 1263 6829 1693 4427 24937
95 Keuruu 8705 25095 21309 23370 1725 4822 998 3229 20273
96 Kihniö 1717 22243 18986 20871 1371 3846 642 2687 18397
97 Kinnula 1423 22296 17830 20624 1672 3913 785 2588 18383
98 Kirkkonummi 31238 38289 29764 35229 3060 9499 3321 5360 28790
99 Kitee 9452 23512 19404 21447 2065 4397 933 2930 19115
100 Kittilä 5461 27573 24638 26034 1539 5231 1111 3490 22342
101 Kiuruvesi 7153 23615 19123 21700 1915 4223 911 2773 19392
102 Kivijärvi 1020 21050 17577 19860 1190 3389 530 2371 17661
103 Kokemäki 6439 25484 21828 23813 1670 5033 965 3452 20451
104 Kokkola 38902 27789 23871 26058 1730 5974 1290 4003 21814
105 Kolari 3332 25807 22527 23899 1908 4584 1006 3020 21224
106 Konnevesi 2393 24613 20019 22163 2450 4616 1092 2957 19998
107 Kontiolahti 11571 28703 26109 26911 1792 5840 1281 3873 22863
108 Korsnäs 1898 24821 20639 21999 2822 4499 1178 2729 20322
109 Koski Tl 2126 24396 20430 22320 2076 4360 1032 2742 20036
110 Kotka 46251 26942 22821 25969 973 5840 1146 4071 21102
111 Kouvola 72866 27715 23996 26150 1566 5794 1238 3891 21921
112 Kristiinankaupunki 6060 25128 21337 23420 1709 4878 1000 3241 20250
113 Kruunupyy 5507 26824 22993 24278 2546 5369 1270 3398 21455
114 Kuhmo 7632 23478 19877 21863 1615 4345 772 3009 19133
115 Kuhmoinen 2075 23629 18902 21071 2558 4328 1070 2729 19301
116 Kumlinge 294 29545 26762 27555 1990 5467 1430 3425 24077
117 Kuopio 99294 27930 23419 26253 1677 5819 1386 3790 22112
118 Kuortane 3146 24655 20531 22593 2062 4576 1003 2962 20079
119 Kurikka 18249 25178 21082 23102 2076 4734 1048 3075 20444
120 Kustavi 848 27279 21187 24445 2834 5324 1586 3104 21955
121 Kuusamo 13136 24798 21980 23388 1410 4536 869 3071 20262
122 Kyyjärvi 1197 23597 19218 21484 2113 4336 1002 2759 19261
123 Kärkölä 3829 26705 23196 24915 1790 5355 1068 3656 21350
124 Kärsämäki 2198 22482 18796 20817 1665 3945 764 2655 18537
125 Kökar 227 27586 24678 26466 1120 4947 1122 3270 22639
126 Lahti 101261 27848 22855 26134 1714 5809 1406 3779 22039
127 Laihia 6523 29194 25490 27568 1625 6147 1291 4148 23047
128 Laitila 7338 26248 22922 24484 1764 5025 1037 3361 21223
129 Lapinjärvi 2357 28938 22057 23959 4979 5610 1887 3130 23328
130 Lapinlahti 8282 24921 20971 23042 1879 4525 983 2971 20395
131 Lappajärvi 2757 23506 19967 21709 1797 4225 846 2817 19282
132 Lappeenranta 61628 27678 23449 26146 1532 5843 1297 3916 21835
133 Lapua 11801 27149 23435 25040 2109 5432 1213 3534 21717
134 Laukaa 14636 28508 24513 26619 1889 6019 1340 4003 22489
135 Lemi 2524 27966 23533 25326 2640 5686 1446 3577 22280
136 Lemland 1713 32060 29933 30090 1970 5890 1712 3510 26170
137 Lempäälä 17551 32542 27356 30351 2191 7397 2024 4634 25145
138 Leppävirta 8495 26563 22287 24491 2072 5113 1219 3274 21450
139 Lestijärvi 682 22976 19174 20893 2082 4114 903 2654 18861
140 Lieksa 10369 22967 19523 21663 1304 4260 728 3009 18707
141 Lieto 15518 32248 28051 30052 2196 6915 1866 4313 25333
142 Liminka 6637 30742 26719 28753 1988 6778 1670 4338 23964
143 Liperi 10062 26192 23442 24578 1614 5170 1004 3540 21022
144 Lohja 38785 30775 26240 29117 1658 6612 1593 4308 24163
145 Loimaa 14036 25730 21492 23737 1994 4935 1106 3220 20796
146 Loppi 6627 27937 24436 25949 1988 5563 1196 3709 22374
147 Loviisa 13004 27907 23679 26301 1606 5458 1235 3563 22449
148 Luhanka 672 24641 19175 21643 2999 4323 1359 2424 20319
149 Lumijoki 1526 25716 21899 24528 1188 5099 1038 3385 20617
150 Lumparland 345 30982 27268 29068 1914 5768 1507 3647 25214
151 Luoto 3755 27762 24877 26434 1328 5418 1106 3550 22343
152 Luumäki 4200 26621 21652 23742 2879 5017 1371 3037 21604
153 Maalahti 4774 26556 23290 24886 1670 5249 1091 3473 21308
154 Maarianhamina 10716 33839 28563 30366 3473 6879 2420 3835 26960
155 Marttila 1727 27036 22116 24498 2539 5258 1376 3221 21779
156 Masku 7667 32266 28943 30699 1567 7156 1672 4700 25110
157 Merijärvi 876 21413 18421 20026 1386 3565 567 2486 17847
158 Merikarvia 2759 24469 19592 22161 2308 4394 1123 2726 20075
159 Miehikkälä 1787 23321 18823 20827 2494 4023 1026 2486 19298
160 Mikkeli 46729 26968 23038 25008 1960 5457 1260 3572 21511
161 Muhos 6750 27431 23884 25789 1642 5489 1200 3625 21942
162 Multia 1435 22858 18431 20687 2170 4194 938 2711 18664
163 Muonio 1992 27117 24230 24528 2590 5449 1328 3493 21668
164 Mustasaari 15649 30974 27342 28949 2024 6743 1627 4314 24231
165 Muurame 7753 32509 27631 30198 2311 7127 2006 4359 25381
166 Mynämäki 6609 27992 24100 25910 2082 5615 1245 3683 22377
167 Myrskylä 1641 26626 22060 24422 2205 5128 1139 3356 21498
168 Mäntsälä 16490 30958 27241 29226 1732 6415 1515 4214 24543
169 Mänttä-Vilppula 9108 25838 22555 24484 1354 5377 934 3798 20461
170 Mäntyharju 5423 24905 20219 22512 2393 4632 1179 2887 20272
171 Naantali 16310 34142 26918 30614 3528 7740 2613 4390 26402
172 Nakkila 4640 27006 23238 24942 2063 5532 1201 3667 21474
173 Nivala 8346 25237 21363 23396 1840 4874 999 3251 20362
174 Nokia 26664 30371 26024 28882 1489 6481 1545 4239 23890
175 Nousiainen 3857 30033 27300 28117 1917 6205 1380 4106 23828
176 Nurmes 6911 22870 19898 21621 1248 4006 656 2809 18864
177 Nurmijärvi 33132 35776 30136 33325 2451 8228 2490 4922 27548
178 Närpiö 8267 25872 22032 23287 2584 4762 1140 3036 21109
179 Orimattila 13343 27642 23236 25556 2086 5502 1270 3578 22140
180 Oripää 1139 26288 21458 23384 2904 4849 1375 2866 21439
181 Orivesi 7843 26272 22280 24305 1967 5269 1091 3559 21003
182 Oulainen 6132 25485 22185 23865 1620 5023 958 3423 20462
183 Oulu 162592 29291 24119 27577 1715 6314 1644 4022 22977
184 Outokumpu 6053 22957 19058 21708 1250 4341 739 3075 18616
185 Padasjoki 2753 24646 20233 21889 2757 4641 1177 2910 20005
186 Paimio 8803 30558 26612 28555 2003 6497 1540 4230 24061
187 Paltamo 3024 22804 19307 21579 1225 4141 647 2957 18664
188 Parainen 13032 30947 25897 28749 2197 6632 1788 4112 24314
189 Parikkala 4590 23978 20024 21904 2074 4194 944 2682 19785
190 Parkano 5713 24598 20774 22639 1959 4626 944 3092 19972
191 Pedersören kunta 8671 26575 23977 24857 1718 5100 1023 3382 21475
192 Pelkosenniemi 876 23347 21333 22194 1152 4306 628 3099 19041
193 Pello 3225 23975 20557 22728 1247 4174 725 2895 19802
194 Perho 2165 23102 19225 21664 1439 4300 764 2941 18803
195 Pertunmaa 1612 22834 17132 19746 3089 4103 1195 2432 18731
196 Petäjävesi 3207 26082 22230 24218 1863 4994 1041 3332 21088
197 Pieksämäki 16357 25024 22035 23306 1719 4991 930 3480 20034
198 Pielavesi 4004 22919 18510 20623 2296 4001 945 2548 18918
199 Pietarsaari 16620 27439 23804 25919 1519 5852 1226 3944 21587
200 Pihtipudas 3551 22882 18811 20914 1968 4041 841 2658 18840
201 Pirkkala 15233 35589 28591 32240 3349 8489 2740 4959 27100
202 Polvijärvi 3903 22134 17920 20419 1715 3670 748 2428 18464
203 Pomarkku 1915 23553 19305 21671 1882 4220 896 2759 19332
204 Pori 73130 27252 22819 25761 1490 5432 1223 3589 21819
205 Pornainen 3928 32075 28557 30498 1577 6814 1576 4451 25261
206 Porvoo 41982 32850 27357 30829 2021 7319 2064 4503 25531
207 Posio 3095 21294 17541 20009 1285 3692 631 2569 17602
208 Pudasjärvi 6922 21910 18178 20809 1102 3650 602 2553 18261
209 Pukkila 1652 27440 23660 25692 1748 5578 1157 3750 21862
210 Punkalaidun 2655 23606 18930 21223 2383 4456 1083 2828 19149
211 Puolanka 2465 21508 18161 20221 1288 3673 586 2583 17836
212 Puumala 2070 25114 20300 21515 3600 4766 1436 2765 20348
213 Pyhtää 4488 31540 24341 27334 4206 6919 2284 3939 24621
214 Pyhäjoki 2654 25905 22014 24384 1521 4959 1015 3305 20946
215 Pyhäjärvi 4657 24282 19807 22645 1637 4539 878 3083 19743
216 Pyhäntä 1264 24867 21466 22836 2031 4529 1077 2851 20338
217 Pyhäranta 1752 29494 25278 26750 2744 6257 1551 3994 23238
218 Pälkäne 5697 26565 22322 24155 2410 5209 1272 3312 21356
219 Pöytyä 7021 26702 22805 24368 2333 5196 1203 3359 21505
220 Raahe 20325 28008 24576 26063 1944 5965 1305 3958 22042
221 Raasepori 23904 28584 24112 26195 2389 6193 1477 4052 22391
222 Raisio 20629 30040 25762 28234 1806 6303 1566 4089 23737
223 Rantasalmi 3270 22926 18832 20836 2090 3987 876 2610 18939
224 Ranua 3326 22420 18137 20602 1819 3749 825 2431 18671
225 Rauma 35511 30039 24712 28405 1634 6400 1657 4098 23638
226 Rautalampi 2839 23349 19319 21628 1721 4464 926 3000 18885
227 Rautavaara 1538 21114 16403 19709 1404 3523 692 2364 17591
228 Rautjärvi 3127 24589 20992 23330 1258 4686 866 3195 19902
229 Reisjärvi 2320 23500 20156 21757 1742 4389 838 2970 19110
230 Riihimäki 24275 29343 25566 28175 1168 6174 1320 4183 23169
231 Ristijärvi 1211 24201 19694 22268 1933 4476 953 2961 19725
232 Rovaniemi 51940 27578 24111 26144 1434 5736 1220 3903 21842
233 Ruokolahti 4536 27512 23731 25788 1724 5610 1226 3708 21902
234 Ruovesi 4049 24529 20161 22334 2194 4783 1032 3178 19746
235 Rusko 4954 32414 27937 29912 2502 6979 1897 4320 25435
236 Rääkkylä 2036 21449 17105 19090 2359 3712 897 2370 17737
237 Saarijärvi 8218 24086 19892 22179 1907 4496 911 3026 19590
238 Salla 3361 21987 18966 20755 1232 3725 599 2611 18262
239 Salo 45290 26843 22380 25004 1839 5344 1208 3534 21500
240 Saltvik 1621 30098 27743 27508 2590 5141 1471 3046 24956
241 Sastamala 21149 26275 21970 24136 2139 5123 1192 3318 21152
242 Sauvo 2596 29450 24153 26252 3199 6149 1715 3775 23301
243 Savitaipale 3121 24839 20431 22432 2406 4728 1124 3014 20111
244 Savonlinna 30742 25124 21359 23557 1567 5168 973 3620 19956
245 Savukoski 946 22759 19312 21200 1559 4169 735 2864 18590
246 Seinäjoki 50993 28872 25230 26944 1928 6148 1418 4011 22724
247 Sievi 3734 29208 20293 22993 6216 6272 2434 3229 22936
248 Siikainen 1310 22214 17705 19820 2394 3827 917 2429 18387
249 Siikajoki 4226 26832 21641 23369 3463 5553 1558 3372 21278
250 Siikalatva 4738 23065 19215 21450 1614 4200 764 2887 18864
251 Siilinjärvi 17315 29910 26675 28239 1671 6413 1403 4326 23497
252 Simo 2671 26387 22929 25250 1137 5380 943 3801 21008
253 Sipoo 16337 36799 29818 33987 2811 8608 2805 4986 28191
254 Siuntio 4891 35684 29208 33008 2676 8620 2514 5276 27064
255 Sodankylä 7636 26355 23280 25120 1236 5005 991 3396 21351
256 Soini 1846 22638 17988 20217 2421 4125 993 2604 18513
257 Somero 7744 25728 21375 23461 2267 4759 1184 2980 20968
258 Sonkajärvi 3646 23009 18998 21226 1783 3954 783 2641 19056
259 Sotkamo 8934 27408 23059 25213 2195 5549 1311 3589 21859
260 Sottunga 92 37113 22829 28670 8443 8324 4013 3659 28788
261 Sulkava 2415 22485 18439 20122 2363 4057 943 2598 18428
262 Sund 898 29729 27060 28169 1561 5461 1191 3612 24268
263 Suomussalmi 7262 23040 19753 21930 1109 3971 628 2812 19069
264 Suonenjoki 6262 24513 20894 22703 1810 4655 905 3182 19858
265 Sysmä 3548 23862 18809 20894 2968 4149 1214 2416 19713
266 Säkylä 6087 28068 24638 26195 1873 5859 1206 3958 22209
267 Taipalsaari 3989 30092 25993 27646 2446 6523 1689 4117 23569
268 Taivalkoski 3536 22697 19223 21579 1119 3897 633 2730 18800
269 Taivassalo 1457 29369 22453 24855 4515 6042 2036 3375 23327
270 Tammela 5288 27937 23682 25369 2568 5573 1424 3479 22363
271 Tampere 196295 28929 23165 26953 1976 6144 1685 3849 22786
272 Tervo 1458 22546 18169 20432 2114 3770 841 2415 18777
273 Tervola 2662 24702 20276 23450 1253 4503 925 2975 20200
274 Teuva 4594 23698 19603 22051 1646 4441 829 3038 19257
275 Tohmajärvi 4015 23970 19374 21125 2845 4510 1134 2846 19460
276 Toholampi 2589 24114 20787 22245 1869 4547 908 3028 19567
277 Toivakka 1972 26701 22578 24750 1951 5168 1145 3394 21533
278 Tornio 18192 28296 24180 26682 1615 5940 1296 3989 22356
279 Turku 164223 28107 22403 26034 2073 5759 1600 3599 22348
280 Tuusniemi 2348 22351 18427 20592 1759 3956 768 2708 18395
281 Tuusula 31422 35979 30036 33724 2254 8375 2536 5027 27604
282 Tyrnävä 4663 26890 24062 25675 1214 5224 1003 3522 21666
283 Ulvila 10975 28193 24432 26721 1472 5957 1251 4008 22236
284 Urjala 4219 24607 20197 22451 2156 4713 1053 3085 19894
285 Utajärvi 2392 23198 18671 21549 1648 4125 854 2708 19072
286 Utsjoki 1102 26689 22916 24419 2269 5291 1337 3363 21398
287 Uurainen 2797 26615 22691 24899 1716 5038 1086 3330 21577
288 Uusikaarlepyy 6280 27046 23230 24128 2918 5338 1343 3324 21708
289 Uusikaupunki 13515 28552 25111 26593 1959 5870 1300 3900 22682
290 Vaala 2663 23169 19471 21419 1749 4290 845 2896 18879
291 Vaasa 56987 28829 23978 27191 1637 6101 1512 3925 22728
292 Valkeakoski 17645 28536 24820 27189 1347 5853 1273 3886 22684
293 Valtimo 1967 22410 18345 20638 1772 3886 783 2581 18524
294 Vantaa 184265 32060 27757 30506 1554 6917 1877 4374 25143
295 Varkaus 18538 26102 22027 24982 1120 5317 1008 3705 20786
296 Vehmaa 1996 25974 22695 24075 1900 5033 981 3444 20941
297 Vesanto 1920 22317 18168 20244 2072 3828 833 2484 18489
298 Vesilahti 3475 30186 25328 28097 2089 6509 1641 4149 23677
299 Veteli 2797 24516 21295 22719 1797 4689 888 3176 19827
300 Vieremä 3157 25531 20182 22198 3332 4873 1381 2903 20658
301 Vihti 23442 33221 28424 31417 1804 7494 1995 4736 25727
302 Viitasaari 5785 23452 19739 21706 1746 4184 821 2833 19268
303 Vimpeli 2566 24610 21172 23032 1578 4859 873 3372 19751
304 Virolahti 2797 24752 20840 22983 1769 4442 933 2935 20311
305 Virrat 6079 24364 20088 22111 2252 4532 1058 2915 19832
306 Vårdö 392 28214 24884 25990 2224 4910 1260 3065 23303
307 Vöyri 5616 26499 23171 24056 2443 5143 1180 3279 21356
308 Ylitornio 3804 24015 19629 22463 1551 4061 850 2677 19954
309 Ylivieska 12048 27112 24022 25169 1943 5589 1166 3730 21523
310 Ylöjärvi 25508 31218 26606 28979 2239 6827 1770 4320 24390
311 Ypäjä 2049 25689 21516 23655 2034 5021 1100 3293 20668
312 Ähtäri 5143 24514 21065 22890 1624 4797 874 3317 19717
313 Äänekoski 16736 26294 22164 24596 1698 5366 1125 3642 20928