Overview

Dataset info

Number of variables9
Number of observations280
Missing cells222 (8.8%)
Duplicate rows0 (0.0%)
Total size in memory19.8 KiB
Average record size in memory72.5 B

Variables types

Numeric8
Categorical0
Boolean0
Date0
URL0
Text (Unique)0
Rejected1
Unsupported0

Warnings

Attitudes has 42 (15.0%) missing values Missing
Behaviour has 43 (15.4%) missing values Missing
ECO has 25 (8.9%) missing values Missing
ENV has 25 (8.9%) missing values Missing
Knowingness has 25 (8.9%) missing values Missing
SC_mean has 25 (8.9%) missing values Missing
SOC is highly correlated with SC_mean (ρ = 0.9327943903) Rejected
wellbeing_mean has 12 (4.3%) missing values Missing

Variables

Attitudes
Numeric

Distinct count33
Unique (%)11.8%
Missing (%)15.0%
Missing (n)42
Infinite (%)0.0%
Infinite (n)0
Mean4.143457383
Minimum2.285714286
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2.285714286
5-th percentile3
Q13.857142857
Median4.357142857
Q34.571428571
95-th percentile4.785714286
Maximum5
Range2.714285714
Interquartile range0.7142857143

Descriptive statistics

Standard deviation0.5480837035
Coef of variation0.1322769013
Kurtosis0.1288715849
Mean4.143457383
MAD0.4428914423
Skewness-0.9442810174
Sum986.1428571
Variance0.300395746
Memory size2.3 KiB
Histogram
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%) 
4.428571429 25 8.9%
 
4.571428571 22 7.9%
 
4.714285714 16 5.7%
 
4.357142857 15 5.4%
 
3 15 5.4%
 
4.642857143 15 5.4%
 
4.5 13 4.6%
 
4.071428571 12 4.3%
 
4.142857143 10 3.6%
 
3.857142857 9 3.2%
 
Other values (22) 86 30.7%
 
(Missing) 42 15.0%
 

Minimum 5 values

ValueCountFrequency (%) 
2.285714286 1 0.4%
 
2.642857143 1 0.4%
 
2.857142857 1 0.4%
 
2.928571429 1 0.4%
 
3 15 5.4%
 

Maximum 5 values

ValueCountFrequency (%) 
5 1 0.4%
 
4.928571429 2 0.7%
 
4.857142857 6 2.1%
 
4.785714286 5 1.8%
 
4.714285714 16 5.7%
 

Behaviour
Numeric

Distinct count39
Unique (%)13.9%
Missing (%)15.4%
Missing (n)43
Infinite (%)0.0%
Infinite (n)0
Mean3.635889799
Minimum2.117647059
Maximum4.823529412
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2.117647059
5-th percentile2.941176471
Q13.352941176
Median3.647058824
Q33.941176471
95-th percentile4.529411765
Maximum4.823529412
Range2.705882353
Interquartile range0.5882352941

Descriptive statistics

Standard deviation0.4804923581
Coef of variation0.1321526187
Kurtosis0.03843411528
Mean3.635889799
MAD0.3822162738
Skewness0.01005290909
Sum861.7058824
Variance0.2308729062
Memory size2.3 KiB
Histogram
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%) 
3.823529412 16 5.7%
 
3.705882353 15 5.4%
 
3 15 5.4%
 
3.764705882 15 5.4%
 
3.411764706 14 5.0%
 
3.588235294 13 4.6%
 
4 13 4.6%
 
3.529411765 11 3.9%
 
3.294117647 11 3.9%
 
3.352941176 11 3.9%
 
Other values (28) 103 36.8%
 
(Missing) 43 15.4%
 

Minimum 5 values

ValueCountFrequency (%) 
2.117647059 1 0.4%
 
2.411764706 1 0.4%
 
2.470588235 1 0.4%
 
2.647058824 2 0.7%
 
2.705882353 2 0.7%
 

Maximum 5 values

ValueCountFrequency (%) 
4.823529412 1 0.4%
 
4.764705882 3 1.1%
 
4.705882353 2 0.7%
 
4.529411765 7 2.5%
 
4.470588235 1 0.4%
 

ECO
Numeric

Distinct count33
Unique (%)11.8%
Missing (%)8.9%
Missing (n)25
Infinite (%)0.0%
Infinite (n)0
Mean3.834477124
Minimum2.333333333
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2.333333333
5-th percentile3
Q13.5
Median3.875
Q34.166666667
95-th percentile4.75
Maximum5
Range2.666666667
Interquartile range0.6666666667

Descriptive statistics

Standard deviation0.5337269391
Coef of variation0.1391915825
Kurtosis-0.2394568199
Mean3.834477124
MAD0.4285902858
Skewness-0.08853670574
Sum977.7916667
Variance0.2848644456
Memory size2.3 KiB
Histogram
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%) 
4 23 8.2%
 
3.5 18 6.4%
 
3.75 18 6.4%
 
3.916666667 17 6.1%
 
4.083333333 15 5.4%
 
3.666666667 15 5.4%
 
3.583333333 13 4.6%
 
4.25 13 4.6%
 
4.166666667 12 4.3%
 
3 12 4.3%
 
Other values (22) 99 35.4%
 
(Missing) 25 8.9%
 

Minimum 5 values

ValueCountFrequency (%) 
2.333333333 1 0.4%
 
2.5 2 0.7%
 
2.583333333 1 0.4%
 
2.75 1 0.4%
 
2.833333333 4 1.4%
 

Maximum 5 values

ValueCountFrequency (%) 
5 3 1.1%
 
4.916666667 4 1.4%
 
4.833333333 3 1.1%
 
4.75 5 1.8%
 
4.666666667 7 2.5%
 

ENV
Numeric

Distinct count46
Unique (%)16.4%
Missing (%)8.9%
Missing (n)25
Infinite (%)0.0%
Infinite (n)0
Mean3.945021146
Minimum1.333333333
Maximum4.882352941
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1.333333333
5-th percentile3.058823529
Q13.647058824
Median4
Q34.294117647
95-th percentile4.588235294
Maximum4.882352941
Range3.549019608
Interquartile range0.6470588235

Descriptive statistics

Standard deviation0.4785013757
Coef of variation0.1212924742
Kurtosis2.753964439
Mean3.945021146
MAD0.3717242991
Skewness-1.02240586
Sum1005.980392
Variance0.2289635665
Memory size2.3 KiB
Histogram
Histogram with fixed size bins (bins=46)
ValueCountFrequency (%) 
4.058823529 16 5.7%
 
4 15 5.4%
 
4.294117647 14 5.0%
 
3.882352941 14 5.0%
 
4.411764706 13 4.6%
 
4.235294118 11 3.9%
 
3.823529412 11 3.9%
 
4.176470588 11 3.9%
 
4.117647059 10 3.6%
 
3.941176471 10 3.6%
 
Other values (35) 130 46.4%
 
(Missing) 25 8.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1.333333333 1 0.4%
 
2.666666667 1 0.4%
 
2.705882353 1 0.4%
 
2.823529412 1 0.4%
 
2.882352941 1 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
4.882352941 2 0.7%
 
4.823529412 1 0.4%
 
4.705882353 2 0.7%
 
4.666666667 2 0.7%
 
4.647058824 4 1.4%
 

Knowingness
Numeric

Distinct count45
Unique (%)16.1%
Missing (%)8.9%
Missing (n)25
Infinite (%)0.0%
Infinite (n)0
Mean4.015250545
Minimum1.722222222
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1.722222222
5-th percentile3.038888889
Q13.555555556
Median4.055555556
Q34.5
95-th percentile4.85
Maximum5
Range3.277777778
Interquartile range0.9444444444

Descriptive statistics

Standard deviation0.5901188923
Coef of variation0.1469693823
Kurtosis0.4033819968
Mean4.015250545
MAD0.4834379939
Skewness-0.5704751466
Sum1023.888889
Variance0.3482403071
Memory size2.3 KiB
Histogram
Histogram with fixed size bins (bins=45)
ValueCountFrequency (%) 
3.888888889 13 4.6%
 
3.444444444 11 3.9%
 
4.5 11 3.9%
 
4.555555556 11 3.9%
 
4.166666667 11 3.9%
 
4.333333333 11 3.9%
 
3.611111111 10 3.6%
 
3.277777778 10 3.6%
 
3.833333333 10 3.6%
 
3.555555556 9 3.2%
 
Other values (34) 148 52.9%
 
(Missing) 25 8.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1.722222222 1 0.4%
 
1.944444444 1 0.4%
 
2.333333333 1 0.4%
 
2.611111111 1 0.4%
 
2.777777778 1 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
5 6 2.1%
 
4.944444444 3 1.1%
 
4.888888889 4 1.4%
 
4.833333333 4 1.4%
 
4.777777778 7 2.5%
 

SC_mean
Numeric

Distinct count250
Unique (%)89.3%
Missing (%)8.9%
Missing (n)25
Infinite (%)0.0%
Infinite (n)0
Mean3.929878008
Minimum1.722222222
Maximum4.855431061
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1.722222222
5-th percentile3.147494553
Q13.667289138
Median3.961251167
Q34.25638033
95-th percentile4.596000622
Maximum4.855431061
Range3.133208839
Interquartile range0.589091192

Descriptive statistics

Standard deviation0.462845387
Coef of variation0.117776019
Kurtosis1.277096818
Mean3.929878008
MAD0.363450855
Skewness-0.6429408322
Sum1002.118892
Variance0.2142258523
Memory size2.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
4.208683473 2 0.7%
 
3.888888889 2 0.7%
 
3.444444444 2 0.7%
 
4.254901961 2 0.7%
 
4.555555556 2 0.7%
 
3 2 0.7%
 
4.201058201 1 0.4%
 
4.2351385 1 0.4%
 
4.24572051 1 0.4%
 
4.095549331 1 0.4%
 
Other values (239) 239 85.4%
 
(Missing) 25 8.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1.722222222 1 0.4%
 
2.698568316 1 0.4%
 
2.888888889 1 0.4%
 
2.904450669 1 0.4%
 
2.961562403 1 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
4.855431061 1 0.4%
 
4.835823218 1 0.4%
 
4.833333333 1 0.4%
 
4.82368503 1 0.4%
 
4.771864301 1 0.4%
 

SOC
Highly correlated

This variable is highly correlated with SC_mean and should be ignored for analysis

Correlation0.9327943903

Unnamed_0
Numeric

Distinct count280
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean139.5
Minimum0
Maximum279
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile13.95
Q169.75
Median139.5
Q3209.25
95-th percentile265.05
Maximum279
Range279
Interquartile range139.5

Descriptive statistics

Standard deviation80.97324661
Coef of variation0.5804533807
Kurtosis-1.2
Mean139.5
MAD70
Skewness0
Sum39060
Variance6556.666667
Memory size2.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 279.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
279 1 0.4%
 
95 1 0.4%
 
89 1 0.4%
 
90 1 0.4%
 
91 1 0.4%
 
92 1 0.4%
 
93 1 0.4%
 
94 1 0.4%
 
96 1 0.4%
 
87 1 0.4%
 
Other values (270) 270 96.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 0.4%
 
1 1 0.4%
 
2 1 0.4%
 
3 1 0.4%
 
4 1 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
279 1 0.4%
 
278 1 0.4%
 
277 1 0.4%
 
276 1 0.4%
 
275 1 0.4%
 

wellbeing_mean
Numeric

Distinct count50
Unique (%)17.9%
Missing (%)4.3%
Missing (n)12
Infinite (%)0.0%
Infinite (n)0
Mean6.384328358
Minimum0.3333333333
Maximum10
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.3333333333
5-th percentile3.225
Q15.333333333
Median6.5
Q37.666666667
95-th percentile9
Maximum10
Range9.666666667
Interquartile range2.333333333

Descriptive statistics

Standard deviation1.775325354
Coef of variation0.2780755084
Kurtosis0.07969487731
Mean6.384328358
MAD1.422328655
Skewness-0.5046140057
Sum1711
Variance3.151780113
Memory size2.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
7.666666667 16 5.7%
 
7 13 4.6%
 
7.166666667 12 4.3%
 
7.5 12 4.3%
 
5.5 11 3.9%
 
6 10 3.6%
 
6.333333333 10 3.6%
 
6.5 9 3.2%
 
8 9 3.2%
 
6.166666667 9 3.2%
 
Other values (39) 157 56.1%
 
(Missing) 12 4.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0.3333333333 1 0.4%
 
1.5 1 0.4%
 
1.833333333 2 0.7%
 
2.166666667 1 0.4%
 
2.333333333 1 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
10 3 1.1%
 
9.833333333 2 0.7%
 
9.5 1 0.4%
 
9.333333333 2 0.7%
 
9.166666667 1 0.4%
 

Correlations

Missing values

Sample

First rows

AttitudesBehaviourECOENVKnowingnessSC_meanSOCUnnamed_0wellbeing_mean
04.4285713.4117654.0833333.8823534.4444444.0949274.2508.833333
14.4285714.5294124.4166674.4117653.9444444.3008094.1014.166667
23.5714292.8823533.0833333.0000003.2777783.2438533.5026.500000
34.5714294.0000004.1666674.3529414.6666674.4126984.6038.166667
44.3571434.2352943.9166674.2941183.8333334.1419234.1048.000000
54.4285713.2941183.8333333.5294124.1111113.9446004.3052.166667
63.0000003.7058822.8333334.0588243.8333333.5130723.5568.333333
74.7142863.9411764.5000004.3529414.7222224.4592284.5070.333333
84.4285712.7058823.4166673.5294124.2777783.8040774.2088.166667
94.2142863.5294123.6666673.9411763.7777783.8404923.8099.000000

Last rows

AttitudesBehaviourECOENVKnowingnessSC_meanSOCUnnamed_0wellbeing_mean
2704.4285712.9411764.0833333.5882354.2222223.8639903.902704.333333
271NaNNaNNaNNaNNaNNaNNaN2718.333333
2724.2857143.1176474.0000004.2941184.7222224.0418613.852724.166667
2733.9285713.9411764.0833334.0000003.4444443.7713973.352734.833333
2744.0000003.7058824.3333333.6470594.6111114.1056644.402746.000000
2753.3571433.7058823.5000004.0000004.1666673.7432313.752758.166667
2764.5000003.7647064.5000004.1764714.5000004.2549024.152765.500000
277NaNNaNNaNNaNNaNNaNNaN277NaN
2783.8571433.7647063.6666673.7647063.8888893.8369134.002784.666667
2794.0714293.0000003.4166673.8235294.5000003.8571434.152796.833333