Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 49 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.0 KiB |
Average record size in memory | 62.7 B |
Variable types
Numeric | 4 |
---|---|
Text | 1 |
DateTime | 2 |
Dataset
Description | Sample |
---|---|
Author | 올시데이터 |
URL | https://www.bigdata-sea.kr/datasearch/base/view.do?prodId=PROD_001075 |
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 |
SHIP_CNT has unique values | Unique |
FRGHT_CNVNC_QTY has unique values | Unique |
RN has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 14:49:41.989961 |
---|---|
Analysis finished | 2023-12-10 14:49:43.960958 |
Duration | 1.97 second |
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% |
south | 2 | 3.2% |
new | 2 | 3.2% |
brazil | 1 | 1.6% |
bahamas | 1 | 1.6% |
france | 1 | 1.6% |
turkey | 1 | 1.6% |
colombia | 1 | 1.6% |
italy | 1 | 1.6% |
mauritius | 1 | 1.6% |
Other values (48) | 48 |
Most occurring characters
Value | Count | Frequency (%) |
a | 57 | 14.1% |
i | 35 | 8.7% |
e | 35 | 8.7% |
n | 32 | 7.9% |
r | 22 | 5.5% |
o | 18 | 4.5% |
t | 17 | 4.2% |
u | 16 | 4.0% |
13 | 3.2% | |
l | 12 | 3.0% |
Other values (38) | 146 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 326 | |
Uppercase Letter | 63 | 15.6% |
Space Separator | 13 | 3.2% |
Dash Punctuation | 1 | 0.2% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
a | 57 | |
i | 35 | |
e | 35 | |
n | 32 | |
r | 22 | 6.7% |
o | 18 | 5.5% |
t | 17 | 5.2% |
u | 16 | 4.9% |
l | 12 | 3.7% |
s | 12 | 3.7% |
Other values (14) | 70 |
Uppercase Letter
Value | Count | Frequency (%) |
S | 8 | |
M | 6 | 9.5% |
P | 5 | 7.9% |
N | 4 | 6.3% |
C | 4 | 6.3% |
U | 4 | 6.3% |
T | 4 | 6.3% |
R | 3 | 4.8% |
G | 3 | 4.8% |
B | 3 | 4.8% |
Other values (12) | 19 |
Space Separator
Value | Count | Frequency (%) |
13 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 389 | |
Common | 14 | 3.5% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
a | 57 | |
i | 35 | 9.0% |
e | 35 | 9.0% |
n | 32 | 8.2% |
r | 22 | 5.7% |
o | 18 | 4.6% |
t | 17 | 4.4% |
u | 16 | 4.1% |
l | 12 | 3.1% |
s | 12 | 3.1% |
Other values (36) | 133 |
Common
Value | Count | Frequency (%) |
13 | ||
- | 1 | 7.1% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 403 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
a | 57 | 14.1% |
i | 35 | 8.7% |
e | 35 | 8.7% |
n | 32 | 7.9% |
r | 22 | 5.5% |
o | 18 | 4.5% |
t | 17 | 4.2% |
u | 16 | 4.0% |
13 | 3.2% | |
l | 12 | 3.0% |
Other values (38) | 146 |
SHIP_CNT
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2331.8776 |
Minimum | 95 |
---|---|
Maximum | 9083 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 95 |
---|---|
5-th percentile | 173.8 |
Q1 | 576 |
median | 1977 |
Q3 | 3015 |
95-th percentile | 6463.6 |
Maximum | 9083 |
Range | 8988 |
Interquartile range (IQR) | 2439 |
Descriptive statistics
Standard deviation | 2057.1807 |
---|---|
Coefficient of variation (CV) | 0.88219929 |
Kurtosis | 1.9850183 |
Mean | 2331.8776 |
Median Absolute Deviation (MAD) | 1295 |
Skewness | 1.3697038 |
Sum | 114262 |
Variance | 4231992.5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3035 | 1 | 2.0% |
507 | 1 | 2.0% |
4712 | 1 | 2.0% |
3015 | 1 | 2.0% |
571 | 1 | 2.0% |
2618 | 1 | 2.0% |
315 | 1 | 2.0% |
1770 | 1 | 2.0% |
312 | 1 | 2.0% |
947 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
95 | 1 | |
109 | 1 | |
167 | 1 | |
184 | 1 | |
247 | 1 | |
252 | 1 | |
312 | 1 | |
315 | 1 | |
409 | 1 | |
440 | 1 |
Value | Count | Frequency (%) |
9083 | 1 | |
7703 | 1 | |
6896 | 1 | |
5815 | 1 | |
5682 | 1 | |
4712 | 1 | |
4627 | 1 | |
3906 | 1 | |
3622 | 1 | |
3434 | 1 |
DPTR_HMS
Date
Distinct | 42 |
---|---|
Distinct (%) | 85.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
Minimum | 2022-01-01 00:00:02 |
---|---|
Maximum | 2022-01-01 00:59:26 |
ARVL_HMS
Date
Distinct | 34 |
---|---|
Distinct (%) | 69.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
Minimum | 2022-07-17 21:41:47 |
---|---|
Maximum | 2022-07-17 22:00:21 |
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 | 2.125178 × 1011 |
Minimum | 2.04917 × 1010 |
---|---|
Maximum | 1.16206 × 1012 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 2.04917 × 1010 |
---|---|
5-th percentile | 2.205526 × 1010 |
Q1 | 3.66713 × 1010 |
median | 8.34907 × 1010 |
Q3 | 2.07442 × 1011 |
95-th percentile | 9.221236 × 1011 |
Maximum | 1.16206 × 1012 |
Range | 1.1415683 × 1012 |
Interquartile range (IQR) | 1.707707 × 1011 |
Descriptive statistics
Standard deviation | 2.9237704 × 1011 |
---|---|
Coefficient of variation (CV) | 1.3757767 |
Kurtosis | 4.059142 |
Mean | 2.125178 × 1011 |
Median Absolute Deviation (MAD) | 5.90587 × 1010 |
Skewness | 2.1778732 |
Sum | 1.0413372 × 1013 |
Variance | 8.5484333 × 1022 |
Monotonicity | Strictly decreasing |
Value | Count | Frequency (%) |
1162060000000 | 1 | 2.0% |
36353400000 | 1 | 2.0% |
74500000000 | 1 | 2.0% |
65476600000 | 1 | 2.0% |
64406800000 | 1 | 2.0% |
64353400000 | 1 | 2.0% |
61430400000 | 1 | 2.0% |
58667400000 | 1 | 2.0% |
52236800000 | 1 | 2.0% |
46307400000 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
20491700000 | 1 | |
20999500000 | 1 | |
21689300000 | 1 | |
22604200000 | 1 | |
23758500000 | 1 | |
24432000000 | 1 | |
26800600000 | 1 | |
27711200000 | 1 | |
31010600000 | 1 | |
34014100000 | 1 |
Value | Count | Frequency (%) |
1162060000000 | 1 | |
1155960000000 | 1 | |
939892000000 | 1 | |
895471000000 | 1 | |
791298000000 | 1 | |
463598000000 | 1 | |
451866000000 | 1 | |
400696000000 | 1 | |
347457000000 | 1 | |
327960000000 | 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 | 0.551 | 0.540 | 0.765 | 0.755 | 1.000 |
DPTR_CN_NM | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
SHIP_CNT | 0.551 | 1.000 | 1.000 | 0.000 | 0.000 | 0.862 | 0.551 |
DPTR_HMS | 0.540 | 1.000 | 0.000 | 1.000 | 0.923 | 0.000 | 0.540 |
ARVL_HMS | 0.765 | 1.000 | 0.000 | 0.923 | 1.000 | 0.000 | 0.765 |
FRGHT_CNVNC_QTY | 0.755 | 1.000 | 0.862 | 0.000 | 0.000 | 1.000 | 0.755 |
RN | 1.000 | 1.000 | 0.551 | 0.540 | 0.765 | 0.755 | 1.000 |
RANK | SHIP_CNT | FRGHT_CNVNC_QTY | RN | |
---|---|---|---|---|
RANK | 1.000 | -0.778 | -1.000 | 1.000 |
SHIP_CNT | -0.778 | 1.000 | 0.778 | -0.778 |
FRGHT_CNVNC_QTY | -1.000 | 0.778 | 1.000 | -1.000 |
RN | 1.000 | -0.778 | -1.000 | 1.000 |
RANK | DPTR_CN_NM | SHIP_CNT | DPTR_HMS | ARVL_HMS | FRGHT_CNVNC_QTY | RN | |
---|---|---|---|---|---|---|---|
0 | 2 | Brazil | 3035 | 01-Jan-2022 00:01:45 | 17-Jul-2022 22:00:18 | 1162060000000 | 2 |
1 | 3 | Indonesia | 9083 | 01-Jan-2022 00:00:25 | 17-Jul-2022 22:00:18 | 1155960000000 | 3 |
2 | 4 | South Africa | 2710 | 01-Jan-2022 00:00:02 | 17-Jul-2022 22:00:19 | 939892000000 | 4 |
3 | 5 | Malaysia | 6896 | 01-Jan-2022 00:01:43 | 17-Jul-2022 21:59:59 | 895471000000 | 5 |
4 | 6 | China | 7703 | 01-Jan-2022 00:04:51 | 17-Jul-2022 22:00:18 | 791298000000 | 6 |
5 | 7 | Singapore | 3434 | 01-Jan-2022 00:02:55 | 17-Jul-2022 22:00:18 | 463598000000 | 7 |
6 | 8 | Japan | 4627 | 01-Jan-2022 00:00:21 | 17-Jul-2022 22:00:11 | 451866000000 | 8 |
7 | 9 | United States | 5682 | 01-Jan-2022 00:00:33 | 17-Jul-2022 22:00:15 | 400696000000 | 9 |
8 | 10 | Taiwan | 3906 | 01-Jan-2022 00:01:10 | 17-Jul-2022 21:59:44 | 347457000000 | 10 |
9 | 11 | Spain | 5815 | 01-Jan-2022 00:00:15 | 17-Jul-2022 21:59:39 | 327960000000 | 11 |
RANK | DPTR_CN_NM | SHIP_CNT | DPTR_HMS | ARVL_HMS | FRGHT_CNVNC_QTY | RN | |
---|---|---|---|---|---|---|---|
39 | 41 | New Zealand | 247 | 01-Jan-2022 00:02:58 | 17-Jul-2022 21:59:34 | 34014100000 | 41 |
40 | 42 | Gibraltar | 409 | 01-Jan-2022 00:59:26 | 17-Jul-2022 21:59:39 | 31010600000 | 42 |
41 | 43 | Norway | 1034 | 01-Jan-2022 00:02:48 | 17-Jul-2022 21:55:45 | 27711200000 | 43 |
42 | 44 | Senegal | 252 | 01-Jan-2022 00:02:08 | 17-Jul-2022 21:58:22 | 26800600000 | 44 |
43 | 45 | Mexico | 752 | 01-Jan-2022 00:03:58 | 17-Jul-2022 21:58:22 | 24432000000 | 45 |
44 | 46 | Sierra Leone | 95 | 01-Jan-2022 00:05:35 | 17-Jul-2022 21:55:06 | 23758500000 | 46 |
45 | 47 | Netherlands | 1977 | 01-Jan-2022 00:00:20 | 17-Jul-2022 21:58:33 | 22604200000 | 47 |
46 | 48 | Puerto Rico | 184 | 01-Jan-2022 00:41:26 | 17-Jul-2022 22:00:07 | 21689300000 | 48 |
47 | 49 | Reunion | 109 | 01-Jan-2022 00:01:16 | 17-Jul-2022 21:56:02 | 20999500000 | 49 |
48 | 50 | Guinea-Bissau | 167 | 01-Jan-2022 00:02:55 | 17-Jul-2022 21:52:50 | 20491700000 | 50 |