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 | 1 |
Categorical | 1 |
Dataset
Description | Sample |
---|---|
Author | 올시데이터 |
URL | https://www.bigdata-sea.kr/datasearch/base/view.do?prodId=PROD_000445 |
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 |
SHIP_CNT has unique values | Unique |
DPTR_HMS has unique values | Unique |
FRGHT_CNVNC_QTY has unique values | Unique |
RN has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 14:23:01.648883 |
---|---|
Analysis finished | 2023-12-10 14:23:03.532784 |
Duration | 1.88 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 |
ARVL_CN_NM
Text
Distinct | 31 |
---|---|
Distinct (%) | 63.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
Value | Count | Frequency (%) |
netherlands | 6 | 9.4% |
united | 6 | 9.4% |
states | 5 | 7.8% |
belgium | 4 | 6.2% |
china | 3 | 4.7% |
spain | 3 | 4.7% |
namibia | 2 | 3.1% |
singapore | 2 | 3.1% |
libya | 1 | 1.6% |
papua | 1 | 1.6% |
Other values (31) | 31 |
Most occurring characters
Value | Count | Frequency (%) |
a | 50 | 11.6% |
e | 45 | 10.4% |
i | 42 | 9.7% |
t | 32 | 7.4% |
n | 32 | 7.4% |
r | 22 | 5.1% |
s | 18 | 4.2% |
u | 15 | 3.5% |
l | 15 | 3.5% |
15 | 3.5% | |
Other values (34) | 145 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 352 | |
Uppercase Letter | 63 | 14.6% |
Space Separator | 15 | 3.5% |
Other Punctuation | 1 | 0.2% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
a | 50 | |
e | 45 | |
i | 42 | |
t | 32 | |
n | 32 | |
r | 22 | 6.2% |
s | 18 | 5.1% |
u | 15 | 4.3% |
l | 15 | 4.3% |
d | 13 | 3.7% |
Other values (13) | 68 |
Uppercase Letter
Value | Count | Frequency (%) |
S | 12 | |
N | 10 | |
U | 7 | |
C | 5 | |
B | 4 | 6.3% |
I | 3 | 4.8% |
G | 3 | 4.8% |
M | 3 | 4.8% |
P | 2 | 3.2% |
L | 2 | 3.2% |
Other values (9) | 12 |
Space Separator
Value | Count | Frequency (%) |
15 |
Other Punctuation
Value | Count | Frequency (%) |
, | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 415 | |
Common | 16 | 3.7% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
a | 50 | 12.0% |
e | 45 | 10.8% |
i | 42 | 10.1% |
t | 32 | 7.7% |
n | 32 | 7.7% |
r | 22 | 5.3% |
s | 18 | 4.3% |
u | 15 | 3.6% |
l | 15 | 3.6% |
d | 13 | 3.1% |
Other values (32) | 131 |
Common
Value | Count | Frequency (%) |
15 | ||
, | 1 | 6.2% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 431 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
a | 50 | 11.6% |
e | 45 | 10.4% |
i | 42 | 9.7% |
t | 32 | 7.4% |
n | 32 | 7.4% |
r | 22 | 5.1% |
s | 18 | 4.2% |
u | 15 | 3.5% |
l | 15 | 3.5% |
15 | 3.5% | |
Other values (34) | 145 |
SHIP_CNT
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1108.2041 |
Minimum | 86 |
---|---|
Maximum | 3765 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 86 |
---|---|
5-th percentile | 192.8 |
Q1 | 421 |
median | 886 |
Q3 | 1429 |
95-th percentile | 2906.2 |
Maximum | 3765 |
Range | 3679 |
Interquartile range (IQR) | 1008 |
Descriptive statistics
Standard deviation | 911.54774 |
---|---|
Coefficient of variation (CV) | 0.82254502 |
Kurtosis | 0.92613267 |
Mean | 1108.2041 |
Median Absolute Deviation (MAD) | 491 |
Skewness | 1.236603 |
Sum | 54302 |
Variance | 830919.29 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2953 | 1 | 2.0% |
264 | 1 | 2.0% |
549 | 1 | 2.0% |
893 | 1 | 2.0% |
1022 | 1 | 2.0% |
525 | 1 | 2.0% |
708 | 1 | 2.0% |
340 | 1 | 2.0% |
1000 | 1 | 2.0% |
1109 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
86 | 1 | |
117 | 1 | |
180 | 1 | |
212 | 1 | |
259 | 1 | |
264 | 1 | |
268 | 1 | |
290 | 1 | |
334 | 1 | |
340 | 1 |
Value | Count | Frequency (%) |
3765 | 1 | |
3438 | 1 | |
2953 | 1 | |
2836 | 1 | |
2644 | 1 | |
2404 | 1 | |
2369 | 1 | |
2066 | 1 | |
2060 | 1 | |
1721 | 1 |
DPTR_HMS
Date
UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
Minimum | 2023-01-01 00:51:45 |
---|---|
Maximum | 2023-01-02 16:03:56 |
ARVL_HMS
Categorical
Distinct | 24 |
---|---|
Distinct (%) | 49.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 524.0 B |
31-May-2023 23:59:59 | |
---|---|
31-May-2023 23:59:57 | |
31-May-2023 23:59:58 | |
31-May-2023 23:59:49 | 3 |
31-May-2023 23:59:56 | 3 |
Other values (19) |
Length
Max length | 20 |
---|---|
Median length | 20 |
Mean length | 20 |
Min length | 20 |
Unique
Unique | 10 ? |
---|---|
Unique (%) | 20.4% |
Sample
1st row | 31-May-2023 23:59:58 |
---|---|
2nd row | 31-May-2023 23:59:36 |
3rd row | 31-May-2023 23:59:58 |
4th row | 31-May-2023 23:59:49 |
5th row | 31-May-2023 23:59:56 |
Common Values
Value | Count | Frequency (%) |
31-May-2023 23:59:59 | 5 | 10.2% |
31-May-2023 23:59:57 | 4 | 8.2% |
31-May-2023 23:59:58 | 4 | 8.2% |
31-May-2023 23:59:49 | 3 | 6.1% |
31-May-2023 23:59:56 | 3 | 6.1% |
31-May-2023 23:59:50 | 3 | 6.1% |
31-May-2023 23:59:54 | 3 | 6.1% |
31-May-2023 23:59:40 | 2 | 4.1% |
31-May-2023 23:59:52 | 2 | 4.1% |
31-May-2023 23:59:48 | 2 | 4.1% |
Other values (14) | 18 |
Length
Value | Count | Frequency (%) |
31-may-2023 | 49 | |
23:59:59 | 5 | 5.1% |
23:59:57 | 4 | 4.1% |
23:59:58 | 4 | 4.1% |
23:59:49 | 3 | 3.1% |
23:59:56 | 3 | 3.1% |
23:59:50 | 3 | 3.1% |
23:59:54 | 3 | 3.1% |
23:59:53 | 2 | 2.0% |
23:59:43 | 2 | 2.0% |
Other values (15) | 20 |
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 | 1.6068 × 1010 |
Minimum | 3.01914 × 109 |
---|---|
Maximum | 8.37556 × 1010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 573.0 B |
Quantile statistics
Minimum | 3.01914 × 109 |
---|---|
5-th percentile | 3.62458 × 109 |
Q1 | 5.40256 × 109 |
median | 9.80104 × 109 |
Q3 | 2.16325 × 1010 |
95-th percentile | 4.838696 × 1010 |
Maximum | 8.37556 × 1010 |
Range | 8.073646 × 1010 |
Interquartile range (IQR) | 1.622994 × 1010 |
Descriptive statistics
Standard deviation | 1.5993953 × 1010 |
---|---|
Coefficient of variation (CV) | 0.99539163 |
Kurtosis | 6.1062898 |
Mean | 1.6068 × 1010 |
Median Absolute Deviation (MAD) | 5.45218 × 109 |
Skewness | 2.2363337 |
Sum | 7.87332 × 1011 |
Variance | 2.5580653 × 1020 |
Monotonicity | Strictly decreasing |
Value | Count | Frequency (%) |
83755600000 | 1 | 2.0% |
5231410000 | 1 | 2.0% |
8431800000 | 1 | 2.0% |
8198330000 | 1 | 2.0% |
7831660000 | 1 | 2.0% |
7713220000 | 1 | 2.0% |
7475300000 | 1 | 2.0% |
6705930000 | 1 | 2.0% |
6650190000 | 1 | 2.0% |
6498290000 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
3019140000 | 1 | |
3328240000 | 1 | |
3578400000 | 1 | |
3693850000 | 1 | |
4139170000 | 1 | |
4192790000 | 1 | |
4241940000 | 1 | |
4348860000 | 1 | |
4373800000 | 1 | |
4405060000 | 1 |
Value | Count | Frequency (%) |
83755600000 | 1 | |
53549100000 | 1 | |
48597600000 | 1 | |
48071000000 | 1 | |
35681200000 | 1 | |
32509600000 | 1 | |
30399800000 | 1 | |
28897700000 | 1 | |
27626600000 | 1 | |
25172500000 | 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 | ARVL_CN_NM | SHIP_CNT | DPTR_HMS | ARVL_HMS | FRGHT_CNVNC_QTY | RN | |
---|---|---|---|---|---|---|---|
RANK | 1.000 | 0.419 | 0.569 | 1.000 | 0.476 | 0.798 | 1.000 |
ARVL_CN_NM | 0.419 | 1.000 | 0.000 | 1.000 | 0.000 | 0.761 | 0.419 |
SHIP_CNT | 0.569 | 0.000 | 1.000 | 1.000 | 0.000 | 0.721 | 0.569 |
DPTR_HMS | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
ARVL_HMS | 0.476 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.476 |
FRGHT_CNVNC_QTY | 0.798 | 0.761 | 0.721 | 1.000 | 0.000 | 1.000 | 0.798 |
RN | 1.000 | 0.419 | 0.569 | 1.000 | 0.476 | 0.798 | 1.000 |
RANK | SHIP_CNT | FRGHT_CNVNC_QTY | RN | ARVL_HMS | |
---|---|---|---|---|---|
RANK | 1.000 | -0.732 | -1.000 | 1.000 | 0.215 |
SHIP_CNT | -0.732 | 1.000 | 0.732 | -0.732 | 0.000 |
FRGHT_CNVNC_QTY | -1.000 | 0.732 | 1.000 | -1.000 | 0.000 |
RN | 1.000 | -0.732 | -1.000 | 1.000 | 0.215 |
ARVL_HMS | 0.215 | 0.000 | 0.000 | 0.215 | 1.000 |
RANK | ARVL_CN_NM | SHIP_CNT | DPTR_HMS | ARVL_HMS | FRGHT_CNVNC_QTY | RN | |
---|---|---|---|---|---|---|---|
0 | 2 | Costa Rica | 2953 | 01-Jan-2023 00:51:45 | 31-May-2023 23:59:58 | 83755600000 | 2 |
1 | 3 | Iraq | 2404 | 01-Jan-2023 03:01:21 | 31-May-2023 23:59:36 | 53549100000 | 3 |
2 | 4 | United States | 1721 | 01-Jan-2023 05:24:50 | 31-May-2023 23:59:58 | 48597600000 | 4 |
3 | 5 | Egypt | 1372 | 01-Jan-2023 03:09:59 | 31-May-2023 23:59:49 | 48071000000 | 5 |
4 | 6 | Singapore | 2836 | 01-Jan-2023 00:59:38 | 31-May-2023 23:59:56 | 35681200000 | 6 |
5 | 7 | United States | 2369 | 01-Jan-2023 08:26:48 | 31-May-2023 23:59:59 | 32509600000 | 7 |
6 | 8 | Saint Helena, Ascension en Tri | 3765 | 01-Jan-2023 02:18:53 | 31-May-2023 23:59:50 | 30399800000 | 8 |
7 | 9 | Netherlands | 1557 | 01-Jan-2023 10:25:05 | 31-May-2023 23:59:57 | 28897700000 | 9 |
8 | 10 | Chile | 580 | 01-Jan-2023 09:56:25 | 31-May-2023 23:59:58 | 27626600000 | 10 |
9 | 11 | Belgium | 3438 | 01-Jan-2023 05:16:09 | 31-May-2023 23:59:57 | 25172500000 | 11 |
RANK | ARVL_CN_NM | SHIP_CNT | DPTR_HMS | ARVL_HMS | FRGHT_CNVNC_QTY | RN | |
---|---|---|---|---|---|---|---|
39 | 41 | Uruguay | 290 | 01-Jan-2023 19:25:30 | 31-May-2023 23:59:38 | 4405060000 | 41 |
40 | 42 | Peru | 212 | 01-Jan-2023 20:27:41 | 31-May-2023 23:59:57 | 4373800000 | 42 |
41 | 43 | Italy | 421 | 02-Jan-2023 16:03:56 | 31-May-2023 23:59:40 | 4348860000 | 43 |
42 | 44 | Belgium | 334 | 01-Jan-2023 04:03:17 | 31-May-2023 23:59:12 | 4241940000 | 44 |
43 | 45 | Indonesia | 521 | 01-Jan-2023 05:37:04 | 31-May-2023 23:59:59 | 4192790000 | 45 |
44 | 46 | Namibia | 86 | 01-Jan-2023 14:51:21 | 31-May-2023 23:59:52 | 4139170000 | 46 |
45 | 47 | Namibia | 180 | 01-Jan-2023 06:43:05 | 31-May-2023 23:59:46 | 3693850000 | 47 |
46 | 48 | China | 117 | 01-Jan-2023 09:43:49 | 31-May-2023 23:59:49 | 3578400000 | 48 |
47 | 49 | Spain | 760 | 01-Jan-2023 02:56:54 | 31-May-2023 23:59:16 | 3328240000 | 49 |
48 | 50 | Gibraltar | 259 | 01-Jan-2023 13:14:03 | 31-May-2023 23:58:57 | 3019140000 | 50 |