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_001302 |
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_TONM 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 |
RN has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 14:36:30.451879 |
---|---|
Analysis finished | 2023-12-10 14:36:33.558034 |
Duration | 3.11 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 (%) |
united | 3 | 4.8% |
new | 2 | 3.2% |
uruguay | 1 | 1.6% |
panama | 1 | 1.6% |
trinidad | 1 | 1.6% |
1 | 1.6% | |
tobago | 1 | 1.6% |
philippines | 1 | 1.6% |
algeria | 1 | 1.6% |
maldives | 1 | 1.6% |
Other values (49) | 49 |
Most occurring characters
Value | Count | Frequency (%) |
a | 66 | |
i | 37 | 9.0% |
n | 33 | 8.0% |
e | 28 | 6.8% |
r | 20 | 4.9% |
l | 19 | 4.6% |
o | 18 | 4.4% |
t | 16 | 3.9% |
d | 16 | 3.9% |
u | 14 | 3.4% |
Other values (36) | 144 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 336 | |
Uppercase Letter | 61 | 14.8% |
Space Separator | 13 | 3.2% |
Other Punctuation | 1 | 0.2% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
a | 66 | |
i | 37 | |
n | 33 | |
e | 28 | |
r | 20 | 6.0% |
l | 19 | 5.7% |
o | 18 | 5.4% |
t | 16 | 4.8% |
d | 16 | 4.8% |
u | 14 | 4.2% |
Other values (13) | 69 |
Uppercase Letter
Value | Count | Frequency (%) |
S | 8 | |
A | 6 | 9.8% |
M | 5 | 8.2% |
U | 4 | 6.6% |
P | 4 | 6.6% |
C | 4 | 6.6% |
B | 3 | 4.9% |
I | 3 | 4.9% |
T | 3 | 4.9% |
G | 3 | 4.9% |
Other values (11) | 18 |
Space Separator
Value | Count | Frequency (%) |
13 |
Other Punctuation
Value | Count | Frequency (%) |
& | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 397 | |
Common | 14 | 3.4% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
a | 66 | |
i | 37 | 9.3% |
n | 33 | 8.3% |
e | 28 | 7.1% |
r | 20 | 5.0% |
l | 19 | 4.8% |
o | 18 | 4.5% |
t | 16 | 4.0% |
d | 16 | 4.0% |
u | 14 | 3.5% |
Other values (34) | 130 |
Common
Value | Count | Frequency (%) |
13 | ||
& | 1 | 7.1% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 411 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
a | 66 | |
i | 37 | 9.0% |
n | 33 | 8.0% |
e | 28 | 6.8% |
r | 20 | 4.9% |
l | 19 | 4.6% |
o | 18 | 4.4% |
t | 16 | 3.9% |
d | 16 | 3.9% |
u | 14 | 3.4% |
Other values (36) | 144 |
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 | 28 |
---|---|
Distinct (%) | 57.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 22.938776 |
Minimum | 5 |
---|---|
Maximum | 148 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 5 |
---|---|
5-th percentile | 6 |
Q1 | 9 |
median | 17 |
Q3 | 25 |
95-th percentile | 64 |
Maximum | 148 |
Range | 143 |
Interquartile range (IQR) | 16 |
Descriptive statistics
Standard deviation | 24.243047 |
---|---|
Coefficient of variation (CV) | 1.0568588 |
Kurtosis | 14.957028 |
Mean | 22.938776 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 3.4708482 |
Sum | 1124 |
Variance | 587.72534 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
18 | 4 | 8.2% |
8 | 4 | 8.2% |
9 | 3 | 6.1% |
11 | 3 | 6.1% |
6 | 3 | 6.1% |
15 | 3 | 6.1% |
28 | 3 | 6.1% |
19 | 2 | 4.1% |
21 | 2 | 4.1% |
17 | 2 | 4.1% |
Other values (18) | 20 |
Value | Count | Frequency (%) |
5 | 2 | |
6 | 3 | |
7 | 1 | 2.0% |
8 | 4 | |
9 | 3 | |
10 | 1 | 2.0% |
11 | 3 | |
13 | 1 | 2.0% |
15 | 3 | |
16 | 2 |
Value | Count | Frequency (%) |
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 | |
26 | 1 | 2.0% |
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 | 2023-02-27 11:38:32 |
ARVL_HMS
Date
UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
Minimum | 2023-04-06 03:48:42 |
---|---|
Maximum | 2023-05-31 23:59:22 |
FRGHT_CNVNC_QTY_TONM
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 48 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 145056.33 |
Minimum | 38950 |
---|---|
Maximum | 764240 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 38950 |
---|---|
5-th percentile | 41295.2 |
Q1 | 69208 |
median | 104550 |
Q3 | 164246 |
95-th percentile | 410000 |
Maximum | 764240 |
Range | 725290 |
Interquartile range (IQR) | 95038 |
Descriptive statistics
Standard deviation | 135037.54 |
---|---|
Coefficient of variation (CV) | 0.93093178 |
Kurtosis | 9.6307289 |
Mean | 145056.33 |
Median Absolute Deviation (MAD) | 45920 |
Skewness | 2.8430616 |
Sum | 7107760 |
Variance | 1.8235138 × 1010 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
104550 | 2 | 4.1% |
103484 | 1 | 2.0% |
100286 | 1 | 2.0% |
90938 | 1 | 2.0% |
85608 | 1 | 2.0% |
85362 | 1 | 2.0% |
84542 | 1 | 2.0% |
78310 | 1 | 2.0% |
76260 | 1 | 2.0% |
71586 | 1 | 2.0% |
Other values (38) | 38 |
Value | Count | Frequency (%) |
38950 | 1 | |
39442 | 1 | |
40180 | 1 | |
42968 | 1 | |
43296 | 1 | |
46330 | 1 | |
49774 | 1 | |
51660 | 1 | |
55268 | 1 | |
60680 | 1 |
Value | Count | Frequency (%) |
764240 | 1 | |
519962 | 1 | |
467892 | 1 | |
323162 | 1 | |
295200 | 1 | |
261990 | 1 | |
251576 | 1 | |
207706 | 1 | |
180318 | 1 | |
169576 | 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_TONM | RN | |
---|---|---|---|---|---|---|---|
RANK | 1.000 | 1.000 | 0.582 | 1.000 | 1.000 | 0.723 | 1.000 |
DPTR_CN_NM | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
SHIP_CNT | 0.582 | 1.000 | 1.000 | 1.000 | 1.000 | 0.990 | 0.582 |
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_TONM | 0.723 | 1.000 | 0.990 | 1.000 | 1.000 | 1.000 | 0.723 |
RN | 1.000 | 1.000 | 0.582 | 1.000 | 1.000 | 0.723 | 1.000 |
RANK | SHIP_CNT | FRGHT_CNVNC_QTY_TONM | RN | |
---|---|---|---|---|
RANK | 1.000 | -0.968 | -1.000 | 1.000 |
SHIP_CNT | -0.968 | 1.000 | 0.968 | -0.968 |
FRGHT_CNVNC_QTY_TONM | -1.000 | 0.968 | 1.000 | -1.000 |
RN | 1.000 | -0.968 | -1.000 | 1.000 |
RANK | DPTR_CN_NM | SHIP_KIND | SHIP_CNT | DPTR_HMS | ARVL_HMS | FRGHT_CNVNC_QTY_TONM | RN | |
---|---|---|---|---|---|---|---|---|
0 | 2 | United Kingdom | etc | 148 | 01-Jan-2023 03:27:16 | 31-May-2023 22:54:57 | 764240 | 2 |
1 | 3 | Germany | etc | 83 | 03-Jan-2023 00:05:38 | 31-May-2023 23:58:44 | 519962 | 3 |
2 | 4 | Spain | etc | 72 | 01-Jan-2023 12:18:14 | 31-May-2023 23:55:14 | 467892 | 4 |
3 | 5 | China | etc | 47 | 01-Jan-2023 15:04:12 | 27-May-2023 00:52:37 | 323162 | 5 |
4 | 6 | Ireland | etc | 52 | 01-Jan-2023 21:17:48 | 31-May-2023 23:58:38 | 295200 | 6 |
5 | 7 | Portugal | etc | 43 | 07-Jan-2023 08:34:30 | 31-May-2023 23:58:49 | 261990 | 7 |
6 | 8 | Singapore | etc | 35 | 02-Jan-2023 06:10:51 | 31-May-2023 07:22:48 | 251576 | 8 |
7 | 9 | United States | etc | 28 | 04-Jan-2023 15:45:24 | 31-May-2023 23:48:27 | 207706 | 9 |
8 | 10 | Belgium | etc | 28 | 02-Jan-2023 07:09:30 | 25-May-2023 15:16:46 | 180318 | 10 |
9 | 11 | Jamaica | etc | 26 | 02-Jan-2023 01:01:41 | 29-May-2023 01:43:41 | 169576 | 11 |
RANK | DPTR_CN_NM | SHIP_KIND | SHIP_CNT | DPTR_HMS | ARVL_HMS | FRGHT_CNVNC_QTY_TONM | RN | |
---|---|---|---|---|---|---|---|---|
39 | 41 | Guatemala | etc | 10 | 08-Jan-2023 18:44:51 | 10-Apr-2023 04:03:46 | 60680 | 41 |
40 | 42 | United Arab Emirates | etc | 8 | 07-Feb-2023 03:29:48 | 15-May-2023 03:19:19 | 55268 | 42 |
41 | 43 | India | etc | 8 | 04-Jan-2023 12:03:35 | 13-May-2023 06:16:12 | 51660 | 43 |
42 | 44 | Mexico | etc | 6 | 08-Feb-2023 18:32:17 | 25-May-2023 00:52:01 | 49774 | 44 |
43 | 45 | The Bahamas | etc | 5 | 16-Jan-2023 11:38:40 | 31-May-2023 23:54:52 | 46330 | 45 |
44 | 46 | New Zealand | etc | 7 | 18-Jan-2023 09:29:12 | 19-May-2023 17:09:44 | 43296 | 46 |
45 | 47 | Angola | etc | 6 | 19-Jan-2023 15:50:52 | 31-May-2023 13:09:18 | 42968 | 47 |
46 | 48 | Suriname | etc | 8 | 03-Jan-2023 04:37:47 | 29-May-2023 01:48:05 | 40180 | 48 |
47 | 49 | Japan | etc | 6 | 27-Feb-2023 11:38:32 | 31-May-2023 04:15:06 | 39442 | 49 |
48 | 50 | Argentina | etc | 5 | 13-Jan-2023 00:25:29 | 29-May-2023 00:08:00 | 38950 | 50 |