Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 49 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.4 KiB |
Average record size in memory | 70.7 B |
Variable types
Numeric | 4 |
---|---|
Text | 1 |
Categorical | 1 |
DateTime | 2 |
Dataset
Description | Sample |
---|---|
Author | 올시데이터 |
URL | https://www.bigdata-sea.kr/datasearch/base/view.do?prodId=PROD_001311 |
SHIP_KIND has constant value "" | Constant |
RANK is highly overall correlated with SHIP_CNT and 2 other fields | High correlation |
SHIP_CNT is highly overall correlated with RANK and 2 other fields | High correlation |
FRGHT_CNVNC_QTY is highly overall correlated with RANK and 2 other fields | High correlation |
RN is highly overall correlated with RANK and 2 other fields | High correlation |
RANK has unique values | Unique |
DPTR_CN_NM has unique values | Unique |
DPTR_HMS has unique values | Unique |
ARVL_HMS has unique values | Unique |
FRGHT_CNVNC_QTY has unique values | Unique |
RN has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 14:25:17.570662 |
---|---|
Analysis finished | 2023-12-10 14:25:19.847101 |
Duration | 2.28 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
RANK
Real number (ℝ)
HIGH CORRELATION
  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 |
DPTR_CN_NM
Text
UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
Value | Count | Frequency (%) |
new | 3 | 4.6% |
united | 2 | 3.1% |
south | 2 | 3.1% |
guinea | 1 | 1.5% |
papua | 1 | 1.5% |
poland | 1 | 1.5% |
denmark | 1 | 1.5% |
india | 1 | 1.5% |
ghana | 1 | 1.5% |
malaysia | 1 | 1.5% |
Other values (51) | 51 |
Most occurring characters
Value | Count | Frequency (%) |
a | 66 | |
n | 35 | 8.3% |
i | 34 | 8.0% |
e | 29 | 6.9% |
o | 24 | 5.7% |
t | 19 | 4.5% |
r | 17 | 4.0% |
l | 17 | 4.0% |
16 | 3.8% | |
u | 13 | 3.1% |
Other values (38) | 153 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 340 | |
Uppercase Letter | 64 | 15.1% |
Space Separator | 16 | 3.8% |
Close Punctuation | 1 | 0.2% |
Open Punctuation | 1 | 0.2% |
Other Punctuation | 1 | 0.2% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
a | 66 | |
n | 35 | |
i | 34 | |
e | 29 | 8.5% |
o | 24 | 7.1% |
t | 19 | 5.6% |
r | 17 | 5.0% |
l | 17 | 5.0% |
u | 13 | 3.8% |
d | 13 | 3.8% |
Other values (13) | 73 |
Uppercase Letter
Value | Count | Frequency (%) |
C | 7 | 10.9% |
S | 7 | 10.9% |
P | 6 | 9.4% |
G | 5 | 7.8% |
I | 5 | 7.8% |
N | 4 | 6.2% |
A | 3 | 4.7% |
F | 3 | 4.7% |
T | 3 | 4.7% |
L | 3 | 4.7% |
Other values (11) | 18 |
Space Separator
Value | Count | Frequency (%) |
16 |
Close Punctuation
Value | Count | Frequency (%) |
) | 1 |
Open Punctuation
Value | Count | Frequency (%) |
( | 1 |
Other Punctuation
Value | Count | Frequency (%) |
& | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 404 | |
Common | 19 | 4.5% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
a | 66 | |
n | 35 | 8.7% |
i | 34 | 8.4% |
e | 29 | 7.2% |
o | 24 | 5.9% |
t | 19 | 4.7% |
r | 17 | 4.2% |
l | 17 | 4.2% |
u | 13 | 3.2% |
d | 13 | 3.2% |
Other values (34) | 137 |
Common
Value | Count | Frequency (%) |
16 | ||
) | 1 | 5.3% |
( | 1 | 5.3% |
& | 1 | 5.3% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 423 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
a | 66 | |
n | 35 | 8.3% |
i | 34 | 8.0% |
e | 29 | 6.9% |
o | 24 | 5.7% |
t | 19 | 4.5% |
r | 17 | 4.0% |
l | 17 | 4.0% |
16 | 3.8% | |
u | 13 | 3.1% |
Other values (38) | 153 |
SHIP_KIND
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
etc |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | etc |
---|---|
2nd row | etc |
3rd row | etc |
4th row | etc |
5th row | etc |
Common Values
Value | Count | Frequency (%) |
etc | 49 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
etc | 49 |
SHIP_CNT
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 32 |
---|---|
Distinct (%) | 65.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 24.591837 |
Minimum | 1 |
---|---|
Maximum | 181 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2.4 |
Q1 | 6 |
median | 16 |
Q3 | 26 |
95-th percentile | 78.6 |
Maximum | 181 |
Range | 180 |
Interquartile range (IQR) | 20 |
Descriptive statistics
Standard deviation | 33.978497 |
---|---|
Coefficient of variation (CV) | 1.3816982 |
Kurtosis | 11.878302 |
Mean | 24.591837 |
Median Absolute Deviation (MAD) | 10 |
Skewness | 3.2633374 |
Sum | 1205 |
Variance | 1154.5383 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6 | 3 | 6.1% |
28 | 3 | 6.1% |
3 | 3 | 6.1% |
4 | 3 | 6.1% |
18 | 3 | 6.1% |
15 | 2 | 4.1% |
1 | 2 | 4.1% |
5 | 2 | 4.1% |
11 | 2 | 4.1% |
21 | 2 | 4.1% |
Other values (22) | 24 |
Value | Count | Frequency (%) |
1 | 2 | |
2 | 1 | 2.0% |
3 | 3 | |
4 | 3 | |
5 | 2 | |
6 | 3 | |
7 | 1 | 2.0% |
8 | 1 | 2.0% |
9 | 1 | 2.0% |
10 | 1 | 2.0% |
Value | Count | Frequency (%) |
181 | 1 | 2.0% |
148 | 1 | 2.0% |
83 | 1 | 2.0% |
72 | 1 | 2.0% |
52 | 1 | 2.0% |
47 | 1 | 2.0% |
43 | 1 | 2.0% |
35 | 1 | 2.0% |
31 | 1 | 2.0% |
28 | 3 |
DPTR_HMS
Date
UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
Minimum | 2023-01-01 03:27:16 |
---|---|
Maximum | 2023-03-30 00:39:08 |
ARVL_HMS
Date
UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
Minimum | 2023-03-22 02:32:28 |
---|---|
Maximum | 2023-05-31 23:58:49 |
FRGHT_CNVNC_QTY
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.345925 × 108 |
Minimum | 44712600 |
---|---|
Maximum | 4.65715 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 44712600 |
---|---|
5-th percentile | 46840120 |
Q1 | 65145700 |
median | 95696300 |
Q3 | 1.54573 × 108 |
95-th percentile | 3.221212 × 108 |
Maximum | 4.65715 × 108 |
Range | 4.210024 × 108 |
Interquartile range (IQR) | 89427300 |
Descriptive statistics
Standard deviation | 99107306 |
---|---|
Coefficient of variation (CV) | 0.73635088 |
Kurtosis | 2.2543889 |
Mean | 1.345925 × 108 |
Median Absolute Deviation (MAD) | 39040700 |
Skewness | 1.6129517 |
Sum | 6.5950325 × 109 |
Variance | 9.822258 × 1015 |
Monotonicity | Strictly decreasing |
Value | Count | Frequency (%) |
465715000 | 1 | 2.0% |
63749300 | 1 | 2.0% |
85496000 | 1 | 2.0% |
83496700 | 1 | 2.0% |
82748500 | 1 | 2.0% |
81984300 | 1 | 2.0% |
79432000 | 1 | 2.0% |
78178700 | 1 | 2.0% |
75205300 | 1 | 2.0% |
68746900 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
44712600 | 1 | |
45496400 | 1 | |
46410200 | 1 | |
47485000 | 1 | |
50159800 | 1 | |
52738300 | 1 | |
54718600 | 1 | |
55895600 | 1 | |
57224800 | 1 | |
57921500 | 1 |
Value | Count | Frequency (%) |
465715000 | 1 | |
409828000 | 1 | |
325420000 | 1 | |
317173000 | 1 | |
270460000 | 1 | |
268068000 | 1 | |
264382000 | 1 | |
255811000 | 1 | |
252931000 | 1 | |
205111000 | 1 |
RN
Real number (ℝ)
HIGH CORRELATION
  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 |
RANK | DPTR_CN_NM | SHIP_CNT | DPTR_HMS | ARVL_HMS | FRGHT_CNVNC_QTY | RN | |
---|---|---|---|---|---|---|---|
RANK | 1.000 | 1.000 | 0.092 | 1.000 | 1.000 | 0.773 | 1.000 |
DPTR_CN_NM | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
SHIP_CNT | 0.092 | 1.000 | 1.000 | 1.000 | 1.000 | 0.823 | 0.092 |
DPTR_HMS | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
ARVL_HMS | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
FRGHT_CNVNC_QTY | 0.773 | 1.000 | 0.823 | 1.000 | 1.000 | 1.000 | 0.773 |
RN | 1.000 | 1.000 | 0.092 | 1.000 | 1.000 | 0.773 | 1.000 |
RANK | SHIP_CNT | FRGHT_CNVNC_QTY | RN | |
---|---|---|---|---|
RANK | 1.000 | -0.738 | -1.000 | 1.000 |
SHIP_CNT | -0.738 | 1.000 | 0.738 | -0.738 |
FRGHT_CNVNC_QTY | -1.000 | 0.738 | 1.000 | -1.000 |
RN | 1.000 | -0.738 | -1.000 | 1.000 |
RANK | DPTR_CN_NM | SHIP_KIND | SHIP_CNT | DPTR_HMS | ARVL_HMS | FRGHT_CNVNC_QTY | RN | |
---|---|---|---|---|---|---|---|---|
0 | 2 | Netherlands | etc | 181 | 02-Jan-2023 17:30:52 | 31-May-2023 13:44:25 | 465715000 | 2 |
1 | 3 | China | etc | 47 | 01-Jan-2023 15:04:12 | 27-May-2023 00:52:37 | 409828000 | 3 |
2 | 4 | Singapore | etc | 35 | 02-Jan-2023 06:10:51 | 31-May-2023 07:22:48 | 325420000 | 4 |
3 | 5 | Spain | etc | 72 | 01-Jan-2023 12:18:14 | 31-May-2023 23:55:14 | 317173000 | 5 |
4 | 6 | Germany | etc | 83 | 03-Jan-2023 00:05:38 | 31-May-2023 23:58:44 | 270460000 | 6 |
5 | 7 | United States | etc | 28 | 04-Jan-2023 15:45:24 | 31-May-2023 23:48:27 | 268068000 | 7 |
6 | 8 | United Kingdom | etc | 148 | 01-Jan-2023 03:27:16 | 31-May-2023 22:54:57 | 264382000 | 8 |
7 | 9 | Colombia | etc | 11 | 03-Jan-2023 14:29:42 | 21-May-2023 23:40:47 | 255811000 | 9 |
8 | 10 | Dominican Republic | etc | 21 | 05-Jan-2023 18:58:40 | 31-May-2023 23:53:57 | 252931000 | 10 |
9 | 11 | Portugal | etc | 43 | 07-Jan-2023 08:34:30 | 31-May-2023 23:58:49 | 205111000 | 11 |
RANK | DPTR_CN_NM | SHIP_KIND | SHIP_CNT | DPTR_HMS | ARVL_HMS | FRGHT_CNVNC_QTY | RN | |
---|---|---|---|---|---|---|---|---|
39 | 41 | Lithuania | etc | 23 | 10-Jan-2023 03:57:15 | 21-May-2023 02:20:55 | 57921500 | 41 |
40 | 42 | Trinidad & Tobago | etc | 15 | 07-Jan-2023 11:40:12 | 31-May-2023 20:30:29 | 57224800 | 42 |
41 | 43 | Cote dIvoire (Ivory Coast) | etc | 3 | 15-Jan-2023 19:59:42 | 27-May-2023 10:38:31 | 55895600 | 43 |
42 | 44 | Reunion | etc | 1 | 30-Mar-2023 00:39:08 | 11-Apr-2023 08:51:04 | 54718600 | 44 |
43 | 45 | Latvia | etc | 18 | 08-Jan-2023 14:02:02 | 31-May-2023 23:54:14 | 52738300 | 45 |
44 | 46 | Italy | etc | 9 | 04-Jan-2023 11:49:53 | 31-May-2023 07:41:44 | 50159800 | 46 |
45 | 47 | Egypt | etc | 1 | 12-Mar-2023 02:55:48 | 22-Mar-2023 02:32:28 | 47485000 | 47 |
46 | 48 | Papua New Guinea | etc | 3 | 16-Jan-2023 23:52:03 | 28-Mar-2023 09:37:34 | 46410200 | 48 |
47 | 49 | Senegal | etc | 4 | 08-Jan-2023 21:42:05 | 15-May-2023 22:22:05 | 45496400 | 49 |
48 | 50 | Fiji | etc | 4 | 28-Jan-2023 19:40:22 | 11-May-2023 09:59:37 | 44712600 | 50 |