Dataset info
Number of variables | 9 |
---|---|
Number of observations | 280 |
Missing cells | 222 (8.8%) |
Duplicate rows | 0 (0.0%) |
Total size in memory | 19.8 KiB |
Average record size in memory | 72.5 B |
Variables types
Numeric | 8 |
---|---|
Categorical | 0 |
Boolean | 0 |
Date | 0 |
URL | 0 |
Text (Unique) | 0 |
Rejected | 1 |
Unsupported | 0 |
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 |
Attitudes
Numeric
Distinct count | 33 |
---|---|
Unique (%) | 11.8% |
Missing (%) | 15.0% |
Missing (n) | 42 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 4.143457383 |
---|---|
Minimum | 2.285714286 |
Maximum | 5 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 2.285714286 |
---|---|
5-th percentile | 3 |
Q1 | 3.857142857 |
Median | 4.357142857 |
Q3 | 4.571428571 |
95-th percentile | 4.785714286 |
Maximum | 5 |
Range | 2.714285714 |
Interquartile range | 0.7142857143 |
Descriptive statistics
Standard deviation | 0.5480837035 |
---|---|
Coef of variation | 0.1322769013 |
Kurtosis | 0.1288715849 |
Mean | 4.143457383 |
MAD | 0.4428914423 |
Skewness | -0.9442810174 |
Sum | 986.1428571 |
Variance | 0.300395746 |
Memory size | 2.3 KiB |
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
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 count | 39 |
---|---|
Unique (%) | 13.9% |
Missing (%) | 15.4% |
Missing (n) | 43 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 3.635889799 |
---|---|
Minimum | 2.117647059 |
Maximum | 4.823529412 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 2.117647059 |
---|---|
5-th percentile | 2.941176471 |
Q1 | 3.352941176 |
Median | 3.647058824 |
Q3 | 3.941176471 |
95-th percentile | 4.529411765 |
Maximum | 4.823529412 |
Range | 2.705882353 |
Interquartile range | 0.5882352941 |
Descriptive statistics
Standard deviation | 0.4804923581 |
---|---|
Coef of variation | 0.1321526187 |
Kurtosis | 0.03843411528 |
Mean | 3.635889799 |
MAD | 0.3822162738 |
Skewness | 0.01005290909 |
Sum | 861.7058824 |
Variance | 0.2308729062 |
Memory size | 2.3 KiB |
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
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 count | 33 |
---|---|
Unique (%) | 11.8% |
Missing (%) | 8.9% |
Missing (n) | 25 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 3.834477124 |
---|---|
Minimum | 2.333333333 |
Maximum | 5 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 2.333333333 |
---|---|
5-th percentile | 3 |
Q1 | 3.5 |
Median | 3.875 |
Q3 | 4.166666667 |
95-th percentile | 4.75 |
Maximum | 5 |
Range | 2.666666667 |
Interquartile range | 0.6666666667 |
Descriptive statistics
Standard deviation | 0.5337269391 |
---|---|
Coef of variation | 0.1391915825 |
Kurtosis | -0.2394568199 |
Mean | 3.834477124 |
MAD | 0.4285902858 |
Skewness | -0.08853670574 |
Sum | 977.7916667 |
Variance | 0.2848644456 |
Memory size | 2.3 KiB |
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
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 count | 46 |
---|---|
Unique (%) | 16.4% |
Missing (%) | 8.9% |
Missing (n) | 25 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 3.945021146 |
---|---|
Minimum | 1.333333333 |
Maximum | 4.882352941 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 1.333333333 |
---|---|
5-th percentile | 3.058823529 |
Q1 | 3.647058824 |
Median | 4 |
Q3 | 4.294117647 |
95-th percentile | 4.588235294 |
Maximum | 4.882352941 |
Range | 3.549019608 |
Interquartile range | 0.6470588235 |
Descriptive statistics
Standard deviation | 0.4785013757 |
---|---|
Coef of variation | 0.1212924742 |
Kurtosis | 2.753964439 |
Mean | 3.945021146 |
MAD | 0.3717242991 |
Skewness | -1.02240586 |
Sum | 1005.980392 |
Variance | 0.2289635665 |
Memory size | 2.3 KiB |
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
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 count | 45 |
---|---|
Unique (%) | 16.1% |
Missing (%) | 8.9% |
Missing (n) | 25 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 4.015250545 |
---|---|
Minimum | 1.722222222 |
Maximum | 5 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 1.722222222 |
---|---|
5-th percentile | 3.038888889 |
Q1 | 3.555555556 |
Median | 4.055555556 |
Q3 | 4.5 |
95-th percentile | 4.85 |
Maximum | 5 |
Range | 3.277777778 |
Interquartile range | 0.9444444444 |
Descriptive statistics
Standard deviation | 0.5901188923 |
---|---|
Coef of variation | 0.1469693823 |
Kurtosis | 0.4033819968 |
Mean | 4.015250545 |
MAD | 0.4834379939 |
Skewness | -0.5704751466 |
Sum | 1023.888889 |
Variance | 0.3482403071 |
Memory size | 2.3 KiB |
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
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 count | 250 |
---|---|
Unique (%) | 89.3% |
Missing (%) | 8.9% |
Missing (n) | 25 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 3.929878008 |
---|---|
Minimum | 1.722222222 |
Maximum | 4.855431061 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 1.722222222 |
---|---|
5-th percentile | 3.147494553 |
Q1 | 3.667289138 |
Median | 3.961251167 |
Q3 | 4.25638033 |
95-th percentile | 4.596000622 |
Maximum | 4.855431061 |
Range | 3.133208839 |
Interquartile range | 0.589091192 |
Descriptive statistics
Standard deviation | 0.462845387 |
---|---|
Coef of variation | 0.117776019 |
Kurtosis | 1.277096818 |
Mean | 3.929878008 |
MAD | 0.363450855 |
Skewness | -0.6429408322 |
Sum | 1002.118892 |
Variance | 0.2142258523 |
Memory size | 2.3 KiB |
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
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
Correlation | 0.9327943903 |
---|
Unnamed_0
Numeric
Distinct count | 280 |
---|---|
Unique (%) | 100.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 139.5 |
---|---|
Minimum | 0 |
Maximum | 279 |
Zeros (%) | 0.4% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 13.95 |
Q1 | 69.75 |
Median | 139.5 |
Q3 | 209.25 |
95-th percentile | 265.05 |
Maximum | 279 |
Range | 279 |
Interquartile range | 139.5 |
Descriptive statistics
Standard deviation | 80.97324661 |
---|---|
Coef of variation | 0.5804533807 |
Kurtosis | -1.2 |
Mean | 139.5 |
MAD | 70 |
Skewness | 0 |
Sum | 39060 |
Variance | 6556.666667 |
Memory size | 2.3 KiB |
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
0 | 1 | 0.4% | |
1 | 1 | 0.4% | |
2 | 1 | 0.4% | |
3 | 1 | 0.4% | |
4 | 1 | 0.4% |
Maximum 5 values
Value | Count | Frequency (%) | |
279 | 1 | 0.4% | |
278 | 1 | 0.4% | |
277 | 1 | 0.4% | |
276 | 1 | 0.4% | |
275 | 1 | 0.4% |
wellbeing_mean
Numeric
Distinct count | 50 |
---|---|
Unique (%) | 17.9% |
Missing (%) | 4.3% |
Missing (n) | 12 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 6.384328358 |
---|---|
Minimum | 0.3333333333 |
Maximum | 10 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 0.3333333333 |
---|---|
5-th percentile | 3.225 |
Q1 | 5.333333333 |
Median | 6.5 |
Q3 | 7.666666667 |
95-th percentile | 9 |
Maximum | 10 |
Range | 9.666666667 |
Interquartile range | 2.333333333 |
Descriptive statistics
Standard deviation | 1.775325354 |
---|---|
Coef of variation | 0.2780755084 |
Kurtosis | 0.07969487731 |
Mean | 6.384328358 |
MAD | 1.422328655 |
Skewness | -0.5046140057 |
Sum | 1711 |
Variance | 3.151780113 |
Memory size | 2.3 KiB |
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
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
Value | Count | Frequency (%) | |
10 | 3 | 1.1% | |
9.833333333 | 2 | 0.7% | |
9.5 | 1 | 0.4% | |
9.333333333 | 2 | 0.7% | |
9.166666667 | 1 | 0.4% |
First rows
Attitudes | Behaviour | ECO | ENV | Knowingness | SC_mean | SOC | Unnamed_0 | wellbeing_mean | |
---|---|---|---|---|---|---|---|---|---|
0 | 4.428571 | 3.411765 | 4.083333 | 3.882353 | 4.444444 | 4.094927 | 4.25 | 0 | 8.833333 |
1 | 4.428571 | 4.529412 | 4.416667 | 4.411765 | 3.944444 | 4.300809 | 4.10 | 1 | 4.166667 |
2 | 3.571429 | 2.882353 | 3.083333 | 3.000000 | 3.277778 | 3.243853 | 3.50 | 2 | 6.500000 |
3 | 4.571429 | 4.000000 | 4.166667 | 4.352941 | 4.666667 | 4.412698 | 4.60 | 3 | 8.166667 |
4 | 4.357143 | 4.235294 | 3.916667 | 4.294118 | 3.833333 | 4.141923 | 4.10 | 4 | 8.000000 |
5 | 4.428571 | 3.294118 | 3.833333 | 3.529412 | 4.111111 | 3.944600 | 4.30 | 5 | 2.166667 |
6 | 3.000000 | 3.705882 | 2.833333 | 4.058824 | 3.833333 | 3.513072 | 3.55 | 6 | 8.333333 |
7 | 4.714286 | 3.941176 | 4.500000 | 4.352941 | 4.722222 | 4.459228 | 4.50 | 7 | 0.333333 |
8 | 4.428571 | 2.705882 | 3.416667 | 3.529412 | 4.277778 | 3.804077 | 4.20 | 8 | 8.166667 |
9 | 4.214286 | 3.529412 | 3.666667 | 3.941176 | 3.777778 | 3.840492 | 3.80 | 9 | 9.000000 |
Last rows
Attitudes | Behaviour | ECO | ENV | Knowingness | SC_mean | SOC | Unnamed_0 | wellbeing_mean | |
---|---|---|---|---|---|---|---|---|---|
270 | 4.428571 | 2.941176 | 4.083333 | 3.588235 | 4.222222 | 3.863990 | 3.90 | 270 | 4.333333 |
271 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 271 | 8.333333 |
272 | 4.285714 | 3.117647 | 4.000000 | 4.294118 | 4.722222 | 4.041861 | 3.85 | 272 | 4.166667 |
273 | 3.928571 | 3.941176 | 4.083333 | 4.000000 | 3.444444 | 3.771397 | 3.35 | 273 | 4.833333 |
274 | 4.000000 | 3.705882 | 4.333333 | 3.647059 | 4.611111 | 4.105664 | 4.40 | 274 | 6.000000 |
275 | 3.357143 | 3.705882 | 3.500000 | 4.000000 | 4.166667 | 3.743231 | 3.75 | 275 | 8.166667 |
276 | 4.500000 | 3.764706 | 4.500000 | 4.176471 | 4.500000 | 4.254902 | 4.15 | 276 | 5.500000 |
277 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 277 | NaN |
278 | 3.857143 | 3.764706 | 3.666667 | 3.764706 | 3.888889 | 3.836913 | 4.00 | 278 | 4.666667 |
279 | 4.071429 | 3.000000 | 3.416667 | 3.823529 | 4.500000 | 3.857143 | 4.15 | 279 | 6.833333 |