Dataset info
| Number of variables | 8 |
|---|---|
| Number of observations | 887 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 55.5 KiB |
| Average record size in memory | 64.1 B |
Variables types
| Numeric | 4 |
|---|---|
| Categorical | 2 |
| Boolean | 1 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 1 |
| Rejected | 0 |
| Unsupported | 0 |
Warnings
Fare has 15 (< 0.1%) zeros | Zeros |
Parents/Children_Aboard has 674 (76.0%) zeros | Zeros |
Siblings/Spouses_Aboard has 604 (68.1%) zeros | Zeros |
Age
Numeric
| Distinct count | 89 |
|---|---|
| Unique (%) | 10.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 29.471 |
|---|---|
| Minimum | 0.42 |
| Maximum | 80 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.42 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 20.25 |
| Median | 28 |
| Q3 | 38 |
| 95-th percentile | 55.85 |
| Maximum | 80 |
| Range | 79.58 |
| Interquartile range | 17.75 |
Descriptive statistics
| Standard deviation | 14.122 |
|---|---|
| Coef of variation | 0.47917 |
| Kurtosis | 0.29256 |
| Mean | 29.471 |
| MAD | 10.985 |
| Skewness | 0.44719 |
| Sum | 26141 |
| Variance | 199.43 |
| Memory size | 7.0 KiB |
| Value | Count | Frequency (%) | |
| 22 | 39 | < 0.1% | |
| 28 | 37 | < 0.1% | |
| 18 | 36 | < 0.1% | |
| 21 | 34 | < 0.1% | |
| 24 | 34 | < 0.1% | |
| 19 | 33 | < 0.1% | |
| 30 | 33 | < 0.1% | |
| 27 | 26 | < 0.1% | |
| 29 | 25 | < 0.1% | |
| 23 | 25 | < 0.1% | |
| Other values (79) | 565 | 63.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.42 | 1 | < 0.1% | |
| 0.67 | 1 | < 0.1% | |
| 0.75 | 2 | < 0.1% | |
| 0.83 | 2 | < 0.1% | |
| 0.92 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 80 | 1 | < 0.1% | |
| 74 | 1 | < 0.1% | |
| 71 | 2 | < 0.1% | |
| 70.5 | 1 | < 0.1% | |
| 70 | 2 | < 0.1% |
Fare
Numeric
| Distinct count | 248 |
|---|---|
| Unique (%) | 28.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 32.305 |
|---|---|
| Minimum | 0 |
| Maximum | 512.33 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.225 |
| Q1 | 7.925 |
| Median | 14.454 |
| Q3 | 31.137 |
| 95-th percentile | 112.56 |
| Maximum | 512.33 |
| Range | 512.33 |
| Interquartile range | 23.212 |
Descriptive statistics
| Standard deviation | 49.782 |
|---|---|
| Coef of variation | 1.541 |
| Kurtosis | 33.265 |
| Mean | 32.305 |
| MAD | 28.243 |
| Skewness | 4.7777 |
| Sum | 28655 |
| Variance | 2478.3 |
| Memory size | 7.0 KiB |
| Value | Count | Frequency (%) | |
| 8.05 | 43 | < 0.1% | |
| 13 | 42 | < 0.1% | |
| 7.8958 | 36 | < 0.1% | |
| 7.75 | 33 | < 0.1% | |
| 26 | 31 | < 0.1% | |
| 10.5 | 24 | < 0.1% | |
| 7.925 | 18 | < 0.1% | |
| 7.775 | 16 | < 0.1% | |
| 26.55 | 15 | < 0.1% | |
| 0 | 15 | < 0.1% | |
| Other values (238) | 614 | 69.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 15 | < 0.1% | |
| 4.0125 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 6.2375 | 1 | < 0.1% | |
| 6.4375 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 512.33 | 3 | < 0.1% | |
| 263 | 4 | < 0.1% | |
| 262.38 | 2 | < 0.1% | |
| 247.52 | 2 | < 0.1% | |
| 227.53 | 4 | < 0.1% |
Name
Categorical, Unique
| First 5 values |
|---|
| Capt. Edward Gifford Crosby |
| Col. John Weir |
| Col. Oberst Alfons Simonius-Blumer |
| Don. Manuel E Uruchurtu |
| Dr. Alfred Pain |
| Last 5 values |
|---|
| Rev. Juozas Montvila |
| Rev. Robert James Bateman |
| Rev. Thomas Roussel Davids Byles |
| Sir. Cosmo Edmund Duff Gordon |
| the Countess. of (Lucy Noel Martha Dyer-Edward... |
First 5 values
| Value | Count | Frequency (%) | |
| Capt. Edward Gifford Crosby | 1 | < 0.1% | |
| Col. John Weir | 1 | < 0.1% | |
| Col. Oberst Alfons Simonius-Blumer | 1 | < 0.1% | |
| Don. Manuel E Uruchurtu | 1 | < 0.1% | |
| Dr. Alfred Pain | 1 | < 0.1% |
Last 5 values
| Value | Count | Frequency (%) | |
| the Countess. of (Lucy Noel Martha Dyer-Edwards) Rothes | 1 | < 0.1% | |
| Sir. Cosmo Edmund Duff Gordon | 1 | < 0.1% | |
| Rev. Thomas Roussel Davids Byles | 1 | < 0.1% | |
| Rev. Robert James Bateman | 1 | < 0.1% | |
| Rev. Juozas Montvila | 1 | < 0.1% |
Parents/Children_Aboard
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.38331 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 76.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.80747 |
|---|---|
| Coef of variation | 2.1065 |
| Kurtosis | 9.7231 |
| Mean | 0.38331 |
| MAD | 0.58253 |
| Skewness | 2.7412 |
| Sum | 340 |
| Variance | 0.652 |
| Memory size | 7.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 674 | 76.0% | |
| 1 | 118 | 13.3% | |
| 2 | 80 | 9.0% | |
| 5 | 5 | < 0.1% | |
| 3 | 5 | < 0.1% | |
| 4 | 4 | < 0.1% | |
| 6 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 674 | 76.0% | |
| 1 | 118 | 13.3% | |
| 2 | 80 | 9.0% | |
| 3 | 5 | < 0.1% | |
| 4 | 4 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 1 | < 0.1% | |
| 5 | 5 | < 0.1% | |
| 4 | 4 | < 0.1% | |
| 3 | 5 | < 0.1% | |
| 2 | 80 | 9.0% |
Pclass
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 3 | |
|---|---|
| 1 | |
| 2 |
| Value | Count | Frequency (%) | |
| 3 | 487 | 54.9% | |
| 1 | 216 | 24.4% | |
| 2 | 184 | 20.7% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
Sex
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| male | |
|---|---|
| female |
| Value | Count | Frequency (%) | |
| male | 573 | 64.6% | |
| female | 314 | 35.4% |
| Max length | 6 |
|---|---|
| Mean length | 4.708 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
Siblings/Spouses_Aboard
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.52537 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros (%) | 68.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.1047 |
|---|---|
| Coef of variation | 2.1027 |
| Kurtosis | 17.798 |
| Mean | 0.52537 |
| MAD | 0.71549 |
| Skewness | 3.6868 |
| Sum | 466 |
| Variance | 1.2203 |
| Memory size | 7.0 KiB |
| Value | Count | Frequency (%) | |
| 0 | 604 | 68.1% | |
| 1 | 209 | 23.6% | |
| 2 | 28 | < 0.1% | |
| 4 | 18 | < 0.1% | |
| 3 | 16 | < 0.1% | |
| 8 | 7 | < 0.1% | |
| 5 | 5 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 604 | 68.1% | |
| 1 | 209 | 23.6% | |
| 2 | 28 | < 0.1% | |
| 3 | 16 | < 0.1% | |
| 4 | 18 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8 | 7 | < 0.1% | |
| 5 | 5 | < 0.1% | |
| 4 | 18 | < 0.1% | |
| 3 | 16 | < 0.1% | |
| 2 | 28 | < 0.1% |
Survived
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 545 | 61.4% | |
| 1 | 342 | 38.6% |
First rows
| Age | Fare | Name | Parents/Children_Aboard | Pclass | Sex | Siblings/Spouses_Aboard | Survived | |
|---|---|---|---|---|---|---|---|---|
| 0 | 22.0 | 7.2500 | Mr. Owen Harris Braund | 0 | 3 | male | 1 | 0 |
| 1 | 38.0 | 71.2833 | Mrs. John Bradley (Florence Briggs Thayer) Cum... | 0 | 1 | female | 1 | 1 |
| 2 | 26.0 | 7.9250 | Miss. Laina Heikkinen | 0 | 3 | female | 0 | 1 |
| 3 | 35.0 | 53.1000 | Mrs. Jacques Heath (Lily May Peel) Futrelle | 0 | 1 | female | 1 | 1 |
| 4 | 35.0 | 8.0500 | Mr. William Henry Allen | 0 | 3 | male | 0 | 0 |
| 5 | 27.0 | 8.4583 | Mr. James Moran | 0 | 3 | male | 0 | 0 |
| 6 | 54.0 | 51.8625 | Mr. Timothy J McCarthy | 0 | 1 | male | 0 | 0 |
| 7 | 2.0 | 21.0750 | Master. Gosta Leonard Palsson | 1 | 3 | male | 3 | 0 |
| 8 | 27.0 | 11.1333 | Mrs. Oscar W (Elisabeth Vilhelmina Berg) Johnson | 2 | 3 | female | 0 | 1 |
| 9 | 14.0 | 30.0708 | Mrs. Nicholas (Adele Achem) Nasser | 0 | 2 | female | 1 | 1 |
Last rows
| Age | Fare | Name | Parents/Children_Aboard | Pclass | Sex | Siblings/Spouses_Aboard | Survived | |
|---|---|---|---|---|---|---|---|---|
| 877 | 33.0 | 7.8958 | Mr. Johann Markun | 0 | 3 | male | 0 | 0 |
| 878 | 22.0 | 10.5167 | Miss. Gerda Ulrika Dahlberg | 0 | 3 | female | 0 | 0 |
| 879 | 28.0 | 10.5000 | Mr. Frederick James Banfield | 0 | 2 | male | 0 | 0 |
| 880 | 25.0 | 7.0500 | Mr. Henry Jr Sutehall | 0 | 3 | male | 0 | 0 |
| 881 | 39.0 | 29.1250 | Mrs. William (Margaret Norton) Rice | 5 | 3 | female | 0 | 0 |
| 882 | 27.0 | 13.0000 | Rev. Juozas Montvila | 0 | 2 | male | 0 | 0 |
| 883 | 19.0 | 30.0000 | Miss. Margaret Edith Graham | 0 | 1 | female | 0 | 1 |
| 884 | 7.0 | 23.4500 | Miss. Catherine Helen Johnston | 2 | 3 | female | 1 | 0 |
| 885 | 26.0 | 30.0000 | Mr. Karl Howell Behr | 0 | 1 | male | 0 | 1 |
| 886 | 32.0 | 7.7500 | Mr. Patrick Dooley | 0 | 3 | male | 0 | 0 |