Dataset statistics
Number of variables | 24 |
---|---|
Number of observations | 49 |
Missing cells | 90 |
Missing cells (%) | 7.7% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 10.2 KiB |
Average record size in memory | 212.7 B |
Variable types
Numeric | 15 |
---|---|
Text | 3 |
Categorical | 6 |
Dataset
Description | Sample |
---|---|
Author | 올시데이터 |
URL | https://www.bigdata-sea.kr/datasearch/base/view.do?prodId=PROD_000451 |
SHIP_OWNER_NM has constant value "" | Constant |
DPTR_HMS is highly imbalanced (63.2%) | Imbalance |
RL_POWER is highly imbalanced (75.4%) | Imbalance |
FUEL_CNSMP_QTY is highly imbalanced (75.4%) | Imbalance |
CDBX is highly imbalanced (75.4%) | Imbalance |
SHIP_NM has 1 (2.0%) missing values | Missing |
SHIP_OWNER_NM has 48 (98.0%) missing values | Missing |
SHPYRD_NM has 41 (83.7%) missing values | Missing |
MMSI has unique values | Unique |
DPTRP_LA has unique values | Unique |
DPTRP_LO has unique values | Unique |
DTNT_LA has unique values | Unique |
DTNT_LO has unique values | Unique |
ADDTI_RSTC has unique values | Unique |
TOT_RSTC has unique values | Unique |
RN has unique values | Unique |
IMO_IDNTF_NO has 38 (77.6%) zeros | Zeros |
SHIP_WDTH has 1 (2.0%) zeros | Zeros |
SHIP_LNTH has 1 (2.0%) zeros | Zeros |
SHIP_HGHT has 42 (85.7%) zeros | Zeros |
DRAFT has 43 (87.8%) zeros | Zeros |
BULD_YR has 22 (44.9%) zeros | Zeros |
DDWGHT has 25 (51.0%) zeros | Zeros |
ADDTI_RSTC has 1 (2.0%) zeros | Zeros |
TOT_RSTC has 1 (2.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 14:44:25.287240 |
---|---|
Analysis finished | 2023-12-10 14:44:25.553108 |
Duration | 0.27 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
MMSI
Real number (ℝ)
UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.0664046 × 108 |
Minimum | 2.0546569 × 108 |
---|---|
Maximum | 2.111419 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 2.0546569 × 108 |
---|---|
5-th percentile | 2.0548401 × 108 |
Q1 | 2.0550279 × 108 |
median | 2.0551569 × 108 |
Q3 | 2.0552629 × 108 |
95-th percentile | 2.1112726 × 108 |
Maximum | 2.111419 × 108 |
Range | 5676210 |
Interquartile range (IQR) | 23500 |
Descriptive statistics
Standard deviation | 2161803.6 |
---|---|
Coefficient of variation (CV) | 0.010461667 |
Kurtosis | 0.28463089 |
Mean | 2.0664046 × 108 |
Median Absolute Deviation (MAD) | 12000 |
Skewness | 1.4668693 |
Sum | 1.0125383 × 1010 |
Variance | 4.6733948 × 1012 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
205465690 | 1 | 2.0% |
205526390 | 1 | 2.0% |
205521690 | 1 | 2.0% |
205521790 | 1 | 2.0% |
205522990 | 1 | 2.0% |
205523290 | 1 | 2.0% |
205523890 | 1 | 2.0% |
205524290 | 1 | 2.0% |
205524390 | 1 | 2.0% |
205525390 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
205465690 | 1 | |
205479890 | 1 | |
205481290 | 1 | |
205488090 | 1 | |
205488290 | 1 | |
205490890 | 1 | |
205491290 | 1 | |
205495690 | 1 | |
205498490 | 1 | |
205500990 | 1 |
Value | Count | Frequency (%) |
211141900 | 1 | |
211135000 | 1 | |
211129800 | 1 | |
211123456 | 1 | |
211000598 | 1 | |
211000001 | 1 | |
210979000 | 1 | |
210857000 | 1 | |
209249000 | 1 | |
209240000 | 1 |
IMO_IDNTF_NO
Real number (ℝ)
ZEROS
 
Distinct | 12 |
---|---|
Distinct (%) | 24.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3852152.1 |
Minimum | 0 |
---|---|
Maximum | 99999999 |
Zeros | 38 |
Zeros (%) | 77.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 9373020.8 |
Maximum | 99999999 |
Range | 99999999 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 14490662 |
---|---|
Coefficient of variation (CV) | 3.7617055 |
Kurtosis | 42.570564 |
Mean | 3852152.1 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 6.3397455 |
Sum | 1.8875545 × 108 |
Variance | 2.0997928 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 38 | |
9361079 | 1 | 2.0% |
9380738 | 1 | 2.0% |
9361445 | 1 | 2.0% |
9301419 | 1 | 2.0% |
9430210 | 1 | 2.0% |
9254006 | 1 | 2.0% |
9277759 | 1 | 2.0% |
9277773 | 1 | 2.0% |
99999999 | 1 | 2.0% |
Other values (2) | 2 | 4.1% |
Value | Count | Frequency (%) |
0 | 38 | |
4812830 | 1 | 2.0% |
9254006 | 1 | 2.0% |
9277759 | 1 | 2.0% |
9277773 | 1 | 2.0% |
9298193 | 1 | 2.0% |
9301419 | 1 | 2.0% |
9361079 | 1 | 2.0% |
9361445 | 1 | 2.0% |
9380738 | 1 | 2.0% |
Value | Count | Frequency (%) |
99999999 | 1 | |
9430210 | 1 | |
9380738 | 1 | |
9361445 | 1 | |
9361079 | 1 | |
9301419 | 1 | |
9298193 | 1 | |
9277773 | 1 | |
9277759 | 1 | |
9254006 | 1 |
SHIP_NM
Text
MISSING
 
Distinct | 48 |
---|---|
Distinct (%) | 100.0% |
Missing | 1 |
Missing (%) | 2.0% |
Memory size | 524.0 B |
Value | Count | Frequency (%) |
7 | 2 | 3.2% |
somtrans | 2 | 3.2% |
trafuco | 2 | 3.2% |
olievinker | 1 | 1.6% |
senkevich | 1 | 1.6% |
mantyrano | 1 | 1.6% |
antibes | 1 | 1.6% |
thalassa | 1 | 1.6% |
hydrus | 1 | 1.6% |
cayman | 1 | 1.6% |
Other values (50) | 50 |
Most occurring characters
Value | Count | Frequency (%) |
A | 48 | 11.9% |
E | 40 | 10.0% |
R | 38 | 9.5% |
S | 29 | 7.2% |
N | 29 | 7.2% |
O | 27 | 6.7% |
I | 22 | 5.5% |
T | 21 | 5.2% |
15 | 3.7% | |
M | 13 | 3.2% |
Other values (19) | 120 |
Most occurring categories
Value | Count | Frequency (%) |
Uppercase Letter | 383 | |
Space Separator | 15 | 3.7% |
Decimal Number | 3 | 0.7% |
Other Punctuation | 1 | 0.2% |
Most frequent character per category
Uppercase Letter
Value | Count | Frequency (%) |
A | 48 | |
E | 40 | 10.4% |
R | 38 | 9.9% |
S | 29 | 7.6% |
N | 29 | 7.6% |
O | 27 | 7.0% |
I | 22 | 5.7% |
T | 21 | 5.5% |
M | 13 | 3.4% |
U | 12 | 3.1% |
Other values (15) | 104 |
Decimal Number
Value | Count | Frequency (%) |
7 | 2 | |
6 | 1 |
Space Separator
Value | Count | Frequency (%) |
15 |
Other Punctuation
Value | Count | Frequency (%) |
. | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 383 | |
Common | 19 | 4.7% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
A | 48 | |
E | 40 | 10.4% |
R | 38 | 9.9% |
S | 29 | 7.6% |
N | 29 | 7.6% |
O | 27 | 7.0% |
I | 22 | 5.7% |
T | 21 | 5.5% |
M | 13 | 3.4% |
U | 12 | 3.1% |
Other values (15) | 104 |
Common
Value | Count | Frequency (%) |
15 | ||
7 | 2 | 10.5% |
6 | 1 | 5.3% |
. | 1 | 5.3% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 402 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
A | 48 | 11.9% |
E | 40 | 10.0% |
R | 38 | 9.5% |
S | 29 | 7.2% |
N | 29 | 7.2% |
O | 27 | 6.7% |
I | 22 | 5.5% |
T | 21 | 5.2% |
15 | 3.7% | |
M | 13 | 3.2% |
Other values (19) | 120 |
SHIP_KIND
Categorical
Distinct | 15 |
---|---|
Distinct (%) | 30.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
Inland Motor Tanker liquid cargo type C | |
---|---|
Inland Motor Tanker | |
Crude Oil Tanker | |
Inland Tanker | |
LNG Tanker | |
Other values (10) |
Length
Max length | 42 |
---|---|
Median length | 39 |
Mean length | 25.857143 |
Min length | 4 |
Unique
Unique | 9 ? |
---|---|
Unique (%) | 18.4% |
Sample
1st row | Inland Motor Tanker liquid cargo type C |
---|---|
2nd row | Tanker |
3rd row | <NA> |
4th row | Inland Motor Tanker liquid cargo type C |
5th row | Inland Motor Tanker |
Common Values
Value | Count | Frequency (%) |
Inland Motor Tanker liquid cargo type C | 18 | |
Inland Motor Tanker | 13 | |
Crude Oil Tanker | 3 | 6.1% |
Inland Tanker | 2 | 4.1% |
LNG Tanker | 2 | 4.1% |
Oil or Chemical Tanker | 2 | 4.1% |
Tanker | 1 | 2.0% |
<NA> | 1 | 2.0% |
Inland Unknown | 1 | 2.0% |
Inland Motor Tanker dry cargo as if liquid | 1 | 2.0% |
Other values (5) | 5 | 10.2% |
Length
Value | Count | Frequency (%) |
tanker | 46 | |
inland | 37 | |
motor | 33 | |
liquid | 20 | |
cargo | 20 | |
type | 19 | |
c | 19 | |
oil | 7 | 3.2% |
crude | 3 | 1.4% |
products | 2 | 0.9% |
Other values (13) | 16 | 7.2% |
SHIP_WDTH
Real number (ℝ)
ZEROS
 
Distinct | 29 |
---|---|
Distinct (%) | 59.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15.81102 |
Minimum | 0 |
---|---|
Maximum | 48 |
Zeros | 1 |
Zeros (%) | 2.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 6.68 |
Q1 | 10.2 |
median | 11.5 |
Q3 | 15 |
95-th percentile | 42.84 |
Maximum | 48 |
Range | 48 |
Interquartile range (IQR) | 4.8 |
Descriptive statistics
Standard deviation | 10.716414 |
---|---|
Coefficient of variation (CV) | 0.67778132 |
Kurtosis | 2.2534171 |
Mean | 15.81102 |
Median Absolute Deviation (MAD) | 2.5 |
Skewness | 1.6823287 |
Sum | 774.74 |
Variance | 114.84153 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11.5 | 6 | 12.2% |
15.0 | 5 | 10.2% |
11.4 | 3 | 6.1% |
13.5 | 2 | 4.1% |
9.5 | 2 | 4.1% |
9.6 | 2 | 4.1% |
12.0 | 2 | 4.1% |
43.4 | 2 | 4.1% |
32.2 | 2 | 4.1% |
11.0 | 2 | 4.1% |
Other values (19) | 21 |
Value | Count | Frequency (%) |
0.0 | 1 | |
2.5 | 1 | |
6.4 | 1 | |
7.1 | 1 | |
7.8 | 1 | |
8.2 | 2 | |
9.5 | 2 | |
9.6 | 2 | |
10.2 | 2 | |
10.5 | 1 |
Value | Count | Frequency (%) |
48.0 | 1 | |
43.4 | 2 | |
42.0 | 1 | |
32.2 | 2 | |
30.0 | 1 | |
28.0 | 1 | |
22.8 | 1 | |
20.3 | 1 | |
17.5 | 1 | |
16.0 | 1 |
SHIP_LNTH
Real number (ℝ)
ZEROS
 
Distinct | 27 |
---|---|
Distinct (%) | 55.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 121.61755 |
Minimum | 0 |
---|---|
Maximum | 310 |
Zeros | 1 |
Zeros (%) | 2.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 42.4 |
Q1 | 86 |
median | 110 |
Q3 | 135 |
95-th percentile | 273.6 |
Maximum | 310 |
Range | 310 |
Interquartile range (IQR) | 49 |
Descriptive statistics
Standard deviation | 65.740841 |
---|---|
Coefficient of variation (CV) | 0.54055389 |
Kurtosis | 1.5997838 |
Mean | 121.61755 |
Median Absolute Deviation (MAD) | 25 |
Skewness | 1.1816803 |
Sum | 5959.26 |
Variance | 4321.8582 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
110.0 | 11 | |
135.0 | 6 | 12.2% |
86.0 | 4 | 8.2% |
219.0 | 2 | 4.1% |
130.0 | 2 | 4.1% |
280.0 | 2 | 4.1% |
109.9 | 2 | 4.1% |
66.0 | 1 | 2.0% |
60.0 | 1 | 2.0% |
168.0 | 1 | 2.0% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
0.0 | 1 | |
8.5 | 1 | |
40.0 | 1 | |
46.0 | 1 | |
55.0 | 1 | |
60.0 | 1 | |
66.0 | 1 | |
80.0 | 1 | |
81.2 | 1 | |
82.0 | 1 |
Value | Count | Frequency (%) |
310.0 | 1 | 2.0% |
280.0 | 2 | 4.1% |
264.0 | 1 | 2.0% |
234.0 | 1 | 2.0% |
219.0 | 2 | 4.1% |
168.0 | 1 | 2.0% |
135.0 | 6 | |
130.0 | 2 | 4.1% |
125.0 | 1 | 2.0% |
121.0 | 1 | 2.0% |
SHIP_HGHT
Real number (ℝ)
ZEROS
 
Distinct | 6 |
---|---|
Distinct (%) | 12.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.1714286 |
Minimum | 0 |
---|---|
Maximum | 26 |
Zeros | 42 |
Zeros (%) | 85.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 22.56 |
Maximum | 26 |
Range | 26 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 7.9317663 |
---|---|
Coefficient of variation (CV) | 2.5010074 |
Kurtosis | 3.1002258 |
Mean | 3.1714286 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.1946916 |
Sum | 155.4 |
Variance | 62.912917 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 42 | |
26.0 | 2 | 4.1% |
20.9 | 2 | 4.1% |
23.2 | 1 | 2.0% |
21.6 | 1 | 2.0% |
16.8 | 1 | 2.0% |
Value | Count | Frequency (%) |
0.0 | 42 | |
16.8 | 1 | 2.0% |
20.9 | 2 | 4.1% |
21.6 | 1 | 2.0% |
23.2 | 1 | 2.0% |
26.0 | 2 | 4.1% |
Value | Count | Frequency (%) |
26.0 | 2 | 4.1% |
23.2 | 1 | 2.0% |
21.6 | 1 | 2.0% |
20.9 | 2 | 4.1% |
16.8 | 1 | 2.0% |
0.0 | 42 |
SHIP_OWNER_NM
Text
CONSTANT
  MISSING
 
Distinct | 1 |
---|---|
Distinct (%) | 100.0% |
Missing | 48 |
Missing (%) | 98.0% |
Memory size | 524.0 B |
Value | Count | Frequency (%) |
euronav | 1 |
Most occurring characters
Value | Count | Frequency (%) |
E | 1 | |
U | 1 | |
R | 1 | |
O | 1 | |
N | 1 | |
A | 1 | |
V | 1 |
Most occurring categories
Value | Count | Frequency (%) |
Uppercase Letter | 7 |
Most frequent character per category
Uppercase Letter
Value | Count | Frequency (%) |
E | 1 | |
U | 1 | |
R | 1 | |
O | 1 | |
N | 1 | |
A | 1 | |
V | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 7 |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
E | 1 | |
U | 1 | |
R | 1 | |
O | 1 | |
N | 1 | |
A | 1 | |
V | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 7 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
E | 1 | |
U | 1 | |
R | 1 | |
O | 1 | |
N | 1 | |
A | 1 | |
V | 1 |
DRAFT
Real number (ℝ)
ZEROS
 
Distinct | 7 |
---|---|
Distinct (%) | 14.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.6734694 |
Minimum | 0 |
---|---|
Maximum | 17 |
Zeros | 43 |
Zeros (%) | 87.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 14.08 |
Maximum | 17 |
Range | 17 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 4.5814743 |
---|---|
Coefficient of variation (CV) | 2.7377102 |
Kurtosis | 4.6208203 |
Mean | 1.6734694 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.4899954 |
Sum | 82 |
Variance | 20.989906 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 43 | |
11.4 | 1 | 2.0% |
17.0 | 1 | 2.0% |
14.5 | 1 | 2.0% |
14.4 | 1 | 2.0% |
13.6 | 1 | 2.0% |
11.1 | 1 | 2.0% |
Value | Count | Frequency (%) |
0.0 | 43 | |
11.1 | 1 | 2.0% |
11.4 | 1 | 2.0% |
13.6 | 1 | 2.0% |
14.4 | 1 | 2.0% |
14.5 | 1 | 2.0% |
17.0 | 1 | 2.0% |
Value | Count | Frequency (%) |
17.0 | 1 | 2.0% |
14.5 | 1 | 2.0% |
14.4 | 1 | 2.0% |
13.6 | 1 | 2.0% |
11.4 | 1 | 2.0% |
11.1 | 1 | 2.0% |
0.0 | 43 |
SHPYRD_NM
Text
MISSING
 
Distinct | 4 |
---|---|
Distinct (%) | 50.0% |
Missing | 41 |
Missing (%) | 83.7% |
Memory size | 524.0 B |
Length
Max length | 51 |
---|---|
Median length | 37.5 |
Mean length | 21.5 |
Min length | 4 |
Characters and Unicode
Total characters | 172 |
---|---|
Distinct characters | 24 |
Distinct categories | 4 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 25.0% |
Sample
1st row | HYUNDAI HEAVY INDUSTRIES |
---|---|
2nd row | DSME |
3rd row | SAMSUNG SHIPBUILDING & HEAVY INDUSTRIES - GEOJE, KR |
4th row | DSME |
5th row | HYUNDAI HEAVY INDUSTRIES |
Value | Count | Frequency (%) |
heavy | 5 | |
industries | 5 | |
hyundai | 4 | |
dsme | 2 | 8.3% |
2 | 8.3% | |
samsung | 1 | 4.2% |
shipbuilding | 1 | 4.2% |
geoje | 1 | 4.2% |
kr | 1 | 4.2% |
lindenau | 1 | 4.2% |
Most occurring characters
Value | Count | Frequency (%) |
I | 19 | |
S | 16 | |
16 | ||
E | 15 | |
D | 14 | |
N | 13 | 7.6% |
U | 12 | 7.0% |
A | 12 | 7.0% |
H | 11 | 6.4% |
Y | 10 | 5.8% |
Other values (14) | 34 |
Most occurring categories
Value | Count | Frequency (%) |
Uppercase Letter | 153 | |
Space Separator | 16 | 9.3% |
Other Punctuation | 2 | 1.2% |
Dash Punctuation | 1 | 0.6% |
Most frequent character per category
Uppercase Letter
Value | Count | Frequency (%) |
I | 19 | |
S | 16 | |
E | 15 | |
D | 14 | |
N | 13 | |
U | 12 | |
A | 12 | |
H | 11 | |
Y | 10 | |
R | 7 | 4.6% |
Other values (10) | 24 |
Other Punctuation
Value | Count | Frequency (%) |
& | 1 | |
, | 1 |
Space Separator
Value | Count | Frequency (%) |
16 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 153 | |
Common | 19 | 11.0% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
I | 19 | |
S | 16 | |
E | 15 | |
D | 14 | |
N | 13 | |
U | 12 | |
A | 12 | |
H | 11 | |
Y | 10 | |
R | 7 | 4.6% |
Other values (10) | 24 |
Common
Value | Count | Frequency (%) |
16 | ||
& | 1 | 5.3% |
- | 1 | 5.3% |
, | 1 | 5.3% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 172 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
I | 19 | |
S | 16 | |
16 | ||
E | 15 | |
D | 14 | |
N | 13 | 7.6% |
U | 12 | 7.0% |
A | 12 | 7.0% |
H | 11 | 6.4% |
Y | 10 | 5.8% |
Other values (14) | 34 |
BULD_YR
Real number (ℝ)
ZEROS
 
Distinct | 13 |
---|---|
Distinct (%) | 26.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1104.8163 |
Minimum | 0 |
---|---|
Maximum | 2018 |
Zeros | 22 |
Zeros (%) | 44.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 2003 |
Q3 | 2010 |
95-th percentile | 2012.6 |
Maximum | 2018 |
Range | 2018 |
Interquartile range (IQR) | 2010 |
Descriptive statistics
Standard deviation | 1007.7427 |
---|---|
Coefficient of variation (CV) | 0.91213596 |
Kurtosis | -2.0395728 |
Mean | 1104.8163 |
Median Absolute Deviation (MAD) | 10 |
Skewness | -0.21095808 |
Sum | 54136 |
Variance | 1015545.4 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 22 | |
2010 | 4 | 8.2% |
2011 | 4 | 8.2% |
2012 | 4 | 8.2% |
2004 | 4 | 8.2% |
2009 | 2 | 4.1% |
2008 | 2 | 4.1% |
2013 | 2 | 4.1% |
1900 | 1 | 2.0% |
2003 | 1 | 2.0% |
Other values (3) | 3 | 6.1% |
Value | Count | Frequency (%) |
0 | 22 | |
1900 | 1 | 2.0% |
2002 | 1 | 2.0% |
2003 | 1 | 2.0% |
2004 | 4 | 8.2% |
2005 | 1 | 2.0% |
2008 | 2 | 4.1% |
2009 | 2 | 4.1% |
2010 | 4 | 8.2% |
2011 | 4 | 8.2% |
Value | Count | Frequency (%) |
2018 | 1 | 2.0% |
2013 | 2 | |
2012 | 4 | |
2011 | 4 | |
2010 | 4 | |
2009 | 2 | |
2008 | 2 | |
2005 | 1 | 2.0% |
2004 | 4 | |
2003 | 1 | 2.0% |
DDWGHT
Real number (ℝ)
ZEROS
 
Distinct | 22 |
---|---|
Distinct (%) | 44.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13624.204 |
Minimum | 0 |
---|---|
Maximum | 158765 |
Zeros | 25 |
Zeros (%) | 51.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 4250 |
95-th percentile | 82920 |
Maximum | 158765 |
Range | 158765 |
Interquartile range (IQR) | 4250 |
Descriptive statistics
Standard deviation | 33096.89 |
---|---|
Coefficient of variation (CV) | 2.4292715 |
Kurtosis | 8.1598343 |
Mean | 13624.204 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.8586345 |
Sum | 667586 |
Variance | 1.0954041 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 25 | |
74999 | 2 | 4.1% |
1600 | 2 | 4.1% |
1700 | 2 | 4.1% |
4250 | 1 | 2.0% |
32302 | 1 | 2.0% |
3420 | 1 | 2.0% |
4450 | 1 | 2.0% |
100869 | 1 | 2.0% |
83200 | 1 | 2.0% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
0 | 25 | |
1600 | 2 | 4.1% |
1650 | 1 | 2.0% |
1700 | 2 | 4.1% |
2500 | 1 | 2.0% |
2860 | 1 | 2.0% |
2898 | 1 | 2.0% |
2999 | 1 | 2.0% |
3200 | 1 | 2.0% |
3420 | 1 | 2.0% |
Value | Count | Frequency (%) |
158765 | 1 | |
100869 | 1 | |
83200 | 1 | |
82500 | 1 | |
74999 | 2 | |
32302 | 1 | |
8556 | 1 | |
6350 | 1 | |
5900 | 1 | |
4450 | 1 |
DPTR_HMS
Categorical
IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 10.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
01-Jan-2021 00:00:00 | |
---|---|
02-Jan-2021 00:00:00 | 3 |
03-Jan-2021 00:00:00 | 2 |
05-Jan-2021 00:00:00 | 1 |
14-Jan-2021 00:00:00 | 1 |
Length
Max length | 20 |
---|---|
Median length | 20 |
Mean length | 20 |
Min length | 20 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 4.1% |
Sample
1st row | 01-Jan-2021 00:00:00 |
---|---|
2nd row | 01-Jan-2021 00:00:00 |
3rd row | 01-Jan-2021 00:00:00 |
4th row | 02-Jan-2021 00:00:00 |
5th row | 01-Jan-2021 00:00:00 |
Common Values
Value | Count | Frequency (%) |
01-Jan-2021 00:00:00 | 42 | |
02-Jan-2021 00:00:00 | 3 | 6.1% |
03-Jan-2021 00:00:00 | 2 | 4.1% |
05-Jan-2021 00:00:00 | 1 | 2.0% |
14-Jan-2021 00:00:00 | 1 | 2.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
00:00:00 | 49 | |
01-jan-2021 | 42 | |
02-jan-2021 | 3 | 3.1% |
03-jan-2021 | 2 | 2.0% |
05-jan-2021 | 1 | 1.0% |
14-jan-2021 | 1 | 1.0% |
ARVL_HMS
Categorical
Distinct | 14 |
---|---|
Distinct (%) | 28.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
13-Oct-2021 18:00:00 | |
---|---|
13-Oct-2021 12:00:00 | 2 |
16-Jun-2021 06:00:00 | 1 |
07-Oct-2021 00:00:00 | 1 |
23-Apr-2021 06:00:00 | 1 |
Other values (9) |
Length
Max length | 20 |
---|---|
Median length | 20 |
Mean length | 20 |
Min length | 20 |
Unique
Unique | 12 ? |
---|---|
Unique (%) | 24.5% |
Sample
1st row | 13-Oct-2021 18:00:00 |
---|---|
2nd row | 13-Oct-2021 18:00:00 |
3rd row | 16-Jun-2021 06:00:00 |
4th row | 13-Oct-2021 12:00:00 |
5th row | 13-Oct-2021 18:00:00 |
Common Values
Value | Count | Frequency (%) |
13-Oct-2021 18:00:00 | 35 | |
13-Oct-2021 12:00:00 | 2 | 4.1% |
16-Jun-2021 06:00:00 | 1 | 2.0% |
07-Oct-2021 00:00:00 | 1 | 2.0% |
23-Apr-2021 06:00:00 | 1 | 2.0% |
12-Oct-2021 00:00:00 | 1 | 2.0% |
11-Oct-2021 18:00:00 | 1 | 2.0% |
12-Oct-2021 18:00:00 | 1 | 2.0% |
06-May-2021 12:00:00 | 1 | 2.0% |
12-Oct-2021 06:00:00 | 1 | 2.0% |
Other values (4) | 4 | 8.2% |
Length
Value | Count | Frequency (%) |
13-oct-2021 | 38 | |
18:00:00 | 38 | |
06:00:00 | 5 | 5.1% |
12:00:00 | 3 | 3.1% |
00:00:00 | 3 | 3.1% |
12-oct-2021 | 3 | 3.1% |
16-jun-2021 | 1 | 1.0% |
07-oct-2021 | 1 | 1.0% |
23-apr-2021 | 1 | 1.0% |
11-oct-2021 | 1 | 1.0% |
Other values (4) | 4 | 4.1% |
DPTRP_LA
Real number (ℝ)
UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 45.994172 |
Minimum | -33.593399 |
---|---|
Maximum | 59.402 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 1 |
Negative (%) | 2.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | -33.593399 |
---|---|
5-th percentile | 20.53906 |
Q1 | 47.651199 |
median | 51.312401 |
Q3 | 51.890099 |
95-th percentile | 53.15828 |
Maximum | 59.402 |
Range | 92.995399 |
Interquartile range (IQR) | 4.2389 |
Descriptive statistics
Standard deviation | 15.57764 |
---|---|
Coefficient of variation (CV) | 0.33868726 |
Kurtosis | 14.605608 |
Mean | 45.994172 |
Median Absolute Deviation (MAD) | 0.598999 |
Skewness | -3.5567851 |
Sum | 2253.7144 |
Variance | 242.66287 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
51.255199 | 1 | 2.0% |
51.957901 | 1 | 2.0% |
51.912399 | 1 | 2.0% |
52.409901 | 1 | 2.0% |
51.263302 | 1 | 2.0% |
47.651199 | 1 | 2.0% |
47.305698 | 1 | 2.0% |
51.889702 | 1 | 2.0% |
51.945202 | 1 | 2.0% |
51.444901 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
-33.593399 | 1 | |
4.63782 | 1 | |
20.2169 | 1 | |
21.022301 | 1 | |
23.136 | 1 | |
25.3904 | 1 | |
43.187901 | 1 | |
43.320099 | 1 | |
46.682701 | 1 | |
47.235001 | 1 |
Value | Count | Frequency (%) |
59.402 | 1 | |
53.729301 | 1 | |
53.547001 | 1 | |
52.575199 | 1 | |
52.409901 | 1 | |
52.408699 | 1 | |
51.957901 | 1 | |
51.945202 | 1 | |
51.9324 | 1 | |
51.929199 | 1 |
DPTRP_LO
Real number (ℝ)
UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.139662 |
Minimum | -17.998501 |
---|---|
Maximum | 140.90601 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 3 |
Negative (%) | 6.1% |
Memory size | 573.0 B |
Quantile statistics
Minimum | -17.998501 |
---|---|
5-th percentile | -5.03538 |
Q1 | 4.04421 |
median | 4.29188 |
Q3 | 4.835 |
95-th percentile | 50.7422 |
Maximum | 140.90601 |
Range | 158.90451 |
Interquartile range (IQR) | 0.79079 |
Descriptive statistics
Standard deviation | 23.318577 |
---|---|
Coefficient of variation (CV) | 2.2997392 |
Kurtosis | 21.154845 |
Mean | 10.139662 |
Median Absolute Deviation (MAD) | 0.32443 |
Skewness | 4.1859591 |
Sum | 496.84341 |
Variance | 543.75605 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.41231 | 1 | 2.0% |
4.14538 | 1 | 2.0% |
4.41777 | 1 | 2.0% |
4.84186 | 1 | 2.0% |
4.33545 | 1 | 2.0% |
4.04421 | 1 | 2.0% |
4.01756 | 1 | 2.0% |
4.31671 | 1 | 2.0% |
4.09071 | 1 | 2.0% |
3.7217 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
-17.998501 | 1 | |
-11.85 | 1 | |
-10.5251 | 1 | |
3.1992 | 1 | |
3.21527 | 1 | |
3.68228 | 1 | |
3.70181 | 1 | |
3.71266 | 1 | |
3.7217 | 1 | |
3.8 | 1 |
Value | Count | Frequency (%) |
140.906006 | 1 | |
59.5411 | 1 | |
55.071999 | 1 | |
44.247501 | 1 | |
27.7614 | 1 | |
18.368999 | 1 | |
13.2451 | 1 | |
10.203 | 1 | |
9.96836 | 1 | |
6.60891 | 1 |
DTNT_LA
Real number (ℝ)
UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 44.776854 |
Minimum | -55.803398 |
---|---|
Maximum | 52.575401 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 1 |
Negative (%) | 2.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | -55.803398 |
---|---|
5-th percentile | 17.07012 |
Q1 | 51.072399 |
median | 51.2556 |
Q3 | 51.819698 |
95-th percentile | 52.3815 |
Maximum | 52.575401 |
Range | 108.3788 |
Interquartile range (IQR) | 0.747299 |
Descriptive statistics
Standard deviation | 18.340816 |
---|---|
Coefficient of variation (CV) | 0.40960484 |
Kurtosis | 19.070034 |
Mean | 44.776854 |
Median Absolute Deviation (MAD) | 0.564098 |
Skewness | -3.9954125 |
Sum | 2194.0658 |
Variance | 336.38553 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
51.259998 | 1 | 2.0% |
51.9249 | 1 | 2.0% |
51.928101 | 1 | 2.0% |
51.943401 | 1 | 2.0% |
51.128101 | 1 | 2.0% |
51.269402 | 1 | 2.0% |
51.255501 | 1 | 2.0% |
52.510502 | 1 | 2.0% |
51.945202 | 1 | 2.0% |
51.2486 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
-55.803398 | 1 | |
3.98212 | 1 | |
14.4342 | 1 | |
21.024 | 1 | |
25.0313 | 1 | |
25.3901 | 1 | |
29.0243 | 1 | |
34.190399 | 1 | |
44.7103 | 1 | |
45.327702 | 1 |
Value | Count | Frequency (%) |
52.575401 | 1 | |
52.510502 | 1 | |
52.4063 | 1 | |
52.344299 | 1 | |
52.152401 | 1 | |
51.945202 | 1 | |
51.943401 | 1 | |
51.928101 | 1 | |
51.9249 | 1 | |
51.909698 | 1 |
DTNT_LO
Real number (ℝ)
UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.2302949 |
Minimum | -71.011902 |
---|---|
Maximum | 128.509 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 2 |
Negative (%) | 4.1% |
Memory size | 573.0 B |
Quantile statistics
Minimum | -71.011902 |
---|---|
5-th percentile | 3.703298 |
Q1 | 4.28916 |
median | 4.37778 |
Q3 | 5.00827 |
95-th percentile | 52.347499 |
Maximum | 128.509 |
Range | 199.52091 |
Interquartile range (IQR) | 0.71911 |
Descriptive statistics
Standard deviation | 24.505105 |
---|---|
Coefficient of variation (CV) | 2.6548561 |
Kurtosis | 13.57746 |
Mean | 9.2302949 |
Median Absolute Deviation (MAD) | 0.20209 |
Skewness | 2.1154106 |
Sum | 452.28445 |
Variance | 600.50018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.39037 | 1 | 2.0% |
4.21934 | 1 | 2.0% |
4.16942 | 1 | 2.0% |
4.17569 | 1 | 2.0% |
4.8092 | 1 | 2.0% |
4.36555 | 1 | 2.0% |
4.37778 | 1 | 2.0% |
5.41308 | 1 | 2.0% |
4.0907 | 1 | 2.0% |
4.37623 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
-71.011902 | 1 | |
-17.2987 | 1 | |
3.66235 | 1 | |
3.76472 | 1 | |
3.91386 | 1 | |
4.0907 | 1 | |
4.16942 | 1 | |
4.17569 | 1 | |
4.21934 | 1 | |
4.22817 | 1 |
Value | Count | Frequency (%) |
128.509003 | 1 | |
55.07 | 1 | |
55.067699 | 1 | |
48.2672 | 1 | |
37.838902 | 1 | |
14.3012 | 1 | |
13.245 | 1 | |
8.69654 | 1 | |
8.51734 | 1 | |
8.03213 | 1 |
ADDTI_RSTC
Real number (ℝ)
UNIQUE
  ZEROS
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3390079.6 |
Minimum | 0 |
---|---|
Maximum | 13010300 |
Zeros | 1 |
Zeros (%) | 2.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 7690.808 |
Q1 | 414582 |
median | 1981990 |
Q3 | 5813300 |
95-th percentile | 10549000 |
Maximum | 13010300 |
Range | 13010300 |
Interquartile range (IQR) | 5398718 |
Descriptive statistics
Standard deviation | 3736544.5 |
---|---|
Coefficient of variation (CV) | 1.1021996 |
Kurtosis | -0.18249298 |
Mean | 3390079.6 |
Median Absolute Deviation (MAD) | 1627004 |
Skewness | 1.0661591 |
Sum | 1.661139 × 108 |
Variance | 1.3961765 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
398661.0 | 1 | 2.0% |
8540490.0 | 1 | 2.0% |
11125500.0 | 1 | 2.0% |
5465260.0 | 1 | 2.0% |
636657.0 | 1 | 2.0% |
3578480.0 | 1 | 2.0% |
2507550.0 | 1 | 2.0% |
7960470.0 | 1 | 2.0% |
10227400.0 | 1 | 2.0% |
8532370.0 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
0.0 | 1 | |
516.462 | 1 | |
6330.02 | 1 | |
9731.99 | 1 | |
57884.5 | 1 | |
85080.1 | 1 | |
182619.0 | 1 | |
228437.0 | 1 | |
313240.0 | 1 | |
354986.0 | 1 |
Value | Count | Frequency (%) |
13010300.0 | 1 | |
11125500.0 | 1 | |
10763400.0 | 1 | |
10227400.0 | 1 | |
10021800.0 | 1 | |
8904460.0 | 1 | |
8771020.0 | 1 | |
8540490.0 | 1 | |
8532370.0 | 1 | |
7960470.0 | 1 |
TOT_RSTC
Real number (ℝ)
UNIQUE
  ZEROS
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 44463.237 |
Minimum | 0 |
---|---|
Maximum | 523945 |
Zeros | 1 |
Zeros (%) | 2.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 590.2396 |
Q1 | 11465.1 |
median | 19428.6 |
Q3 | 30715.3 |
95-th percentile | 128933.6 |
Maximum | 523945 |
Range | 523945 |
Interquartile range (IQR) | 19250.2 |
Descriptive statistics
Standard deviation | 89360.428 |
---|---|
Coefficient of variation (CV) | 2.0097599 |
Kurtosis | 19.968252 |
Mean | 44463.237 |
Median Absolute Deviation (MAD) | 8670.2 |
Skewness | 4.2998331 |
Sum | 2178698.6 |
Variance | 7.9852861 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7879.79 | 1 | 2.0% |
19011.5 | 1 | 2.0% |
12783.8 | 1 | 2.0% |
19256.9 | 1 | 2.0% |
22196.0 | 1 | 2.0% |
15300.7 | 1 | 2.0% |
6450.29 | 1 | 2.0% |
48165.9 | 1 | 2.0% |
24378.1 | 1 | 2.0% |
21370.8 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.623804 | 1 | |
134.526 | 1 | |
1273.81 | 1 | |
1623.73 | 1 | |
4865.81 | 1 | |
6450.29 | 1 | |
7879.79 | 1 | |
8226.95 | 1 | |
8306.77 | 1 |
Value | Count | Frequency (%) |
523945.0 | 1 | |
356943.0 | 1 | |
140898.0 | 1 | |
110987.0 | 1 | |
109222.0 | 1 | |
104153.0 | 1 | |
54372.7 | 1 | |
48165.9 | 1 | |
43179.8 | 1 | |
42795.4 | 1 |
RL_POWER
Categorical
IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 10.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
0 | |
---|---|
6439420 | 1 |
5320880 | 1 |
3187580 | 1 |
3467850 | 1 |
Length
Max length | 7 |
---|---|
Median length | 1 |
Mean length | 1.4897959 |
Min length | 1 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | 8.2% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 45 | |
6439420 | 1 | 2.0% |
5320880 | 1 | 2.0% |
3187580 | 1 | 2.0% |
3467850 | 1 | 2.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 45 | |
6439420 | 1 | 2.0% |
5320880 | 1 | 2.0% |
3187580 | 1 | 2.0% |
3467850 | 1 | 2.0% |
FUEL_CNSMP_QTY
Categorical
IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 10.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
0.0 | |
---|---|
6724.73 | 1 |
5428.26 | 1 |
3254.32 | 1 |
3665.47 | 1 |
Length
Max length | 7 |
---|---|
Median length | 3 |
Mean length | 3.3265306 |
Min length | 3 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | 8.2% |
Sample
1st row | 0.0 |
---|---|
2nd row | 0.0 |
3rd row | 0.0 |
4th row | 0.0 |
5th row | 0.0 |
Common Values
Value | Count | Frequency (%) |
0.0 | 45 | |
6724.73 | 1 | 2.0% |
5428.26 | 1 | 2.0% |
3254.32 | 1 | 2.0% |
3665.47 | 1 | 2.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0.0 | 45 | |
6724.73 | 1 | 2.0% |
5428.26 | 1 | 2.0% |
3254.32 | 1 | 2.0% |
3665.47 | 1 | 2.0% |
CDBX
Categorical
IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 10.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
0.0 | |
---|---|
20940.8 | 1 |
16903.6 | 1 |
10133.9 | 1 |
11414.3 | 1 |
Length
Max length | 7 |
---|---|
Median length | 3 |
Mean length | 3.3265306 |
Min length | 3 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | 8.2% |
Sample
1st row | 0.0 |
---|---|
2nd row | 0.0 |
3rd row | 0.0 |
4th row | 0.0 |
5th row | 0.0 |
Common Values
Value | Count | Frequency (%) |
0.0 | 45 | |
20940.8 | 1 | 2.0% |
16903.6 | 1 | 2.0% |
10133.9 | 1 | 2.0% |
11414.3 | 1 | 2.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0.0 | 45 | |
20940.8 | 1 | 2.0% |
16903.6 | 1 | 2.0% |
10133.9 | 1 | 2.0% |
11414.3 | 1 | 2.0% |
RN
Real number (ℝ)
UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 26 |
Minimum | 2 |
---|---|
Maximum | 50 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 4.4 |
Q1 | 14 |
median | 26 |
Q3 | 38 |
95-th percentile | 47.6 |
Maximum | 50 |
Range | 48 |
Interquartile range (IQR) | 24 |
Descriptive statistics
Standard deviation | 14.28869 |
---|---|
Coefficient of variation (CV) | 0.54956501 |
Kurtosis | -1.2 |
Mean | 26 |
Median Absolute Deviation (MAD) | 12 |
Skewness | 0 |
Sum | 1274 |
Variance | 204.16667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
2 | 1 | 2.0% |
39 | 1 | 2.0% |
29 | 1 | 2.0% |
30 | 1 | 2.0% |
31 | 1 | 2.0% |
32 | 1 | 2.0% |
33 | 1 | 2.0% |
34 | 1 | 2.0% |
35 | 1 | 2.0% |
36 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 | |
11 | 1 |
Value | Count | Frequency (%) |
50 | 1 | |
49 | 1 | |
48 | 1 | |
47 | 1 | |
46 | 1 | |
45 | 1 | |
44 | 1 | |
43 | 1 | |
42 | 1 | |
41 | 1 |
MMSI | IMO_IDNTF_NO | SHIP_NM | SHIP_KIND | SHIP_WDTH | SHIP_LNTH | SHIP_HGHT | SHIP_OWNER_NM | DRAFT | SHPYRD_NM | BULD_YR | DDWGHT | DPTR_HMS | ARVL_HMS | DPTRP_LA | DPTRP_LO | DTNT_LA | DTNT_LO | ADDTI_RSTC | TOT_RSTC | RL_POWER | FUEL_CNSMP_QTY | CDBX | RN | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 205465690 | 0 | OLIEVINKER IV | Inland Motor Tanker liquid cargo type C | 10.5 | 66.0 | 0.0 | <NA> | 0.0 | <NA> | 0 | 0 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 51.255199 | 4.41231 | 51.259998 | 4.39037 | 398661.0 | 7879.79 | 0 | 0.0 | 0.0 | 2 |
1 | 205479890 | 0 | NEW YORK | Tanker | 12.0 | 125.0 | 0.0 | <NA> | 0.0 | <NA> | 0 | 0 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 51.929199 | 4.19337 | 51.265099 | 4.28703 | 800677.0 | 35394.5 | 0 | 0.0 | 0.0 | 3 |
2 | 205481290 | 0 | <NA> | <NA> | 0.0 | 0.0 | 0.0 | <NA> | 0.0 | HYUNDAI HEAVY INDUSTRIES | 1900 | 0 | 01-Jan-2021 00:00:00 | 16-Jun-2021 06:00:00 | 47.6049 | 3.8 | 51.909698 | 4.42022 | 13010300.0 | 23612.1 | 0 | 0.0 | 0.0 | 4 |
3 | 205488090 | 0 | GUATEMALA | Inland Motor Tanker liquid cargo type C | 10.2 | 82.0 | 0.0 | <NA> | 0.0 | <NA> | 2010 | 1700 | 02-Jan-2021 00:00:00 | 13-Oct-2021 12:00:00 | 43.320099 | 3.70181 | 51.199699 | 4.35548 | 8771020.0 | 15230.2 | 0 | 0.0 | 0.0 | 5 |
4 | 205488290 | 0 | MAC 7 | Inland Motor Tanker | 7.8 | 40.0 | 0.0 | <NA> | 0.0 | <NA> | 0 | 0 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 51.262501 | 4.26915 | 51.2542 | 4.22817 | 435423.0 | 1623.73 | 0 | 0.0 | 0.0 | 6 |
5 | 205490890 | 0 | ROSSINI | Inland Motor Tanker liquid cargo type C | 11.4 | 110.0 | 0.0 | <NA> | 0.0 | <NA> | 2010 | 3200 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 51.313099 | 4.27661 | 51.295799 | 4.32876 | 354986.0 | 15580.5 | 0 | 0.0 | 0.0 | 7 |
6 | 205491290 | 0 | ELISABETHSTAD | Inland Motor Tanker liquid cargo type C | 15.0 | 135.0 | 0.0 | <NA> | 0.0 | <NA> | 2010 | 5900 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 52.408699 | 4.835 | 51.2714 | 4.32971 | 1267300.0 | 11465.1 | 0 | 0.0 | 0.0 | 8 |
7 | 205495690 | 0 | ARTEGA | Inland Motor Tanker | 11.5 | 110.0 | 0.0 | <NA> | 0.0 | <NA> | 0 | 0 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 51.890099 | 4.36733 | 51.692101 | 4.41077 | 1981990.0 | 43179.8 | 0 | 0.0 | 0.0 | 9 |
8 | 205498490 | 0 | RIO Y MAR | Inland Unknown | 8.2 | 80.0 | 0.0 | <NA> | 0.0 | <NA> | 0 | 0 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 47.235001 | 4.27878 | 52.344299 | 8.51734 | 2013590.0 | 23985.1 | 0 | 0.0 | 0.0 | 10 |
9 | 205500990 | 0 | ZAMBEZI | Inland Motor Tanker liquid cargo type C | 10.2 | 81.2 | 0.0 | <NA> | 0.0 | <NA> | 2009 | 1700 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 51.2999 | 4.29074 | 51.262402 | 4.32842 | 57884.5 | 10758.4 | 0 | 0.0 | 0.0 | 11 |
MMSI | IMO_IDNTF_NO | SHIP_NM | SHIP_KIND | SHIP_WDTH | SHIP_LNTH | SHIP_HGHT | SHIP_OWNER_NM | DRAFT | SHPYRD_NM | BULD_YR | DDWGHT | DPTR_HMS | ARVL_HMS | DPTRP_LA | DPTRP_LO | DTNT_LA | DTNT_LO | ADDTI_RSTC | TOT_RSTC | RL_POWER | FUEL_CNSMP_QTY | CDBX | RN | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 | 209240000 | 9430210 | GOGLAND | Oil or Chemical Tanker | 16.0 | 91.95 | 0.0 | <NA> | 0.0 | <NA> | 2018 | 4450 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 43.187901 | 27.7614 | 51.1255 | 3.76472 | 85080.1 | 104153.0 | 0 | 0.0 | 0.0 | 41 |
40 | 209249000 | 9254006 | SEA DWELLER | Oil or Chemical Tanker | 14.0 | 87.31 | 0.0 | <NA> | 0.0 | <NA> | 2002 | 3420 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 21.022301 | -17.998501 | 14.4342 | -17.2987 | 228437.0 | 110987.0 | 0 | 0.0 | 0.0 | 42 |
41 | 210857000 | 9277759 | N.MARS | OIL PRODUCTS TANKER | 32.2 | 219.0 | 20.9 | <NA> | 14.4 | HYUNDAI HEAVY INDUSTRIES | 2004 | 74999 | 01-Jan-2021 00:00:00 | 08-Jan-2021 06:00:00 | 25.3904 | 55.071999 | 25.3901 | 55.07 | 516.462 | 0.623804 | 0 | 0.0 | 0.0 | 43 |
42 | 210979000 | 9277773 | NORDNEPTUN | Crude Oil Tanker | 32.2 | 219.0 | 20.9 | <NA> | 13.6 | HYUNDAI HEAVY INDUSTRIES | 2004 | 74999 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 23.136 | 59.5411 | 29.0243 | 48.2672 | 387533.0 | 140898.0 | 3187580 | 3254.32 | 10133.9 | 44 |
43 | 211000001 | 0 | HAMBURG HORIZON | Tanker - Hazard C (Minor) | 30.0 | 310.0 | 0.0 | <NA> | 0.0 | <NA> | 0 | 0 | 14-Jan-2021 00:00:00 | 28-Sep-2021 00:00:00 | 53.547001 | 9.96836 | 21.024 | 3.91386 | 2473200.0 | 18798.1 | 0 | 0.0 | 0.0 | 45 |
44 | 211000598 | 0 | ENTE | Inland Ferry | 2.5 | 8.5 | 0.0 | <NA> | 0.0 | <NA> | 0 | 0 | 02-Jan-2021 00:00:00 | 10-Sep-2021 18:00:00 | 52.575199 | 13.2451 | 52.575401 | 13.245 | 313240.0 | 4865.81 | 0 | 0.0 | 0.0 | 46 |
45 | 211123456 | 99999999 | KUNDB | Inland Motor Tanker liquid cargo type C | 22.8 | 112.5 | 0.0 | <NA> | 0.0 | <NA> | 0 | 0 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 59.402 | 18.368999 | 45.327702 | 14.3012 | 1677970.0 | 23585.5 | 0 | 0.0 | 0.0 | 47 |
46 | 211129800 | 0 | EDGAR JAEGERS | Inland Motor Tanker | 11.5 | 110.0 | 0.0 | <NA> | 0.0 | <NA> | 0 | 0 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 51.4706 | 3.71266 | 51.891602 | 4.27115 | 8904460.0 | 30715.3 | 0 | 0.0 | 0.0 | 48 |
47 | 211135000 | 9298193 | SEASHARK | Oil Products Tanker | 28.0 | 168.0 | 16.8 | <NA> | 11.1 | LINDENAU SHIPYARD | 2004 | 32302 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 53.729301 | -10.5251 | 44.7103 | 37.838902 | 1012490.0 | 109222.0 | 3467850 | 3665.47 | 11414.3 | 49 |
48 | 211141900 | 4812830 | JANINA R | Inland Motor Tanker | 11.5 | 110.0 | 0.0 | <NA> | 0.0 | <NA> | 0 | 0 | 01-Jan-2021 00:00:00 | 13-Oct-2021 18:00:00 | 51.6343 | 6.60891 | 48.783298 | 8.03213 | 971904.0 | 54372.7 | 0 | 0.0 | 0.0 | 50 |