gimi9 Pandas Profiling

Dataset statistics

Number of variables	20
Number of observations	49
Missing cells	46
Missing cells (%)	4.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	8.5 KiB
Average record size in memory	176.7 B

Variable types

Numeric	14
Text	3
Categorical	1
DateTime	2

Dataset

Description	Sample
Author	올시데이터
URL	https://www.bigdata-sea.kr/datasearch/base/view.do?prodId=PROD_001071

Alerts

`MMSI` is highly overall correlated with `RN`	High correlation
`IMO_IDNTF_NO` is highly overall correlated with `BULD_YR`	High correlation
`SHIP_WDTH` is highly overall correlated with `SHIP_LNTH` and 4 other fields	High correlation
`SHIP_LNTH` is highly overall correlated with `SHIP_WDTH` and 4 other fields	High correlation
`SHIP_HGHT` is highly overall correlated with `SHIP_WDTH` and 4 other fields	High correlation
`BULD_YR` is highly overall correlated with `IMO_IDNTF_NO`	High correlation
`DDWGHT` is highly overall correlated with `SHIP_WDTH` and 4 other fields	High correlation
`FRGHT_CNVNC_QTY` is highly overall correlated with `SHIP_WDTH` and 4 other fields	High correlation
`RN` is highly overall correlated with `MMSI`	High correlation
`SHIP_KIND` is highly overall correlated with `SHIP_WDTH` and 4 other fields	High correlation
`SHIP_OWNER_NM` has 23 (46.9%) missing values	Missing
`SHPYRD_NM` has 23 (46.9%) missing values	Missing
`MMSI` has unique values	Unique
`IMO_IDNTF_NO` has unique values	Unique
`SHIP_NM` has unique values	Unique
`DPTR_HMS` has unique values	Unique
`ARVL_HMS` 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
`FRGHT_CNVNC_QTY` has unique values	Unique
`RN` has unique values	Unique

Reproduction

Analysis started	2023-12-10 14:43:10.116402
Analysis finished	2023-12-10 14:43:30.227933
Duration	20.11 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

MMSI
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2931231 × 10⁸

Minimum	2.29203 × 10⁸
Maximum	2.29478 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	2.29203 × 10⁸
5-th percentile	2.29209 × 10⁸
Q1	2.29243 × 10⁸
median	2.29287 × 10⁸
Q3	2.29381 × 10⁸
95-th percentile	2.294216 × 10⁸
Maximum	2.29478 × 10⁸
Range	275000
Interquartile range (IQR)	138000

Descriptive statistics

Standard deviation	78376.815
Coefficient of variation (CV)	0.00034179071
Kurtosis	-1.1503663
Mean	2.2931231 × 10⁸
Median Absolute Deviation (MAD)	72000
Skewness	0.23105391
Sum	1.1236303 × 10¹⁰
Variance	6.1429252 × 10⁹
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
229203000	1	2.0%
229382000	1	2.0%
229308000	1	2.0%
229342000	1	2.0%
229347000	1	2.0%
229354000	1	2.0%
229361000	1	2.0%
229364000	1	2.0%
229373000	1	2.0%
229376000	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
229203000	1	2.0%
229204000	1	2.0%
229207000	1	2.0%
229212000	1	2.0%
229213000	1	2.0%
229214000	1	2.0%
229215000	1	2.0%
229218000	1	2.0%
229219000	1	2.0%
229220000	1	2.0%

Value	Count	Frequency (%)
229478000	1	2.0%
229462000	1	2.0%
229422000	1	2.0%
229421000	1	2.0%
229411000	1	2.0%
229410000	1	2.0%
229409000	1	2.0%
229397000	1	2.0%
229396000	1	2.0%
229395000	1	2.0%

IMO_IDNTF_NO
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9545126.2

Minimum	9118678
Maximum	9721683
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	9118678
5-th percentile	9218878
Q1	9476460
median	9608702
Q3	9644201
95-th percentile	9662378.2
Maximum	9721683
Range	603005
Interquartile range (IQR)	167741

Descriptive statistics

Standard deviation	147090.57
Coefficient of variation (CV)	0.015410018
Kurtosis	1.4304406
Mean	9545126.2
Median Absolute Deviation (MAD)	41469
Skewness	-1.452087
Sum	4.6771119 × 10⁸
Variance	2.1635636 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
9649081	1	2.0%
9479204	1	2.0%
9609469	1	2.0%
9598799	1	2.0%
9512331	1	2.0%
9457854	1	2.0%
9662409	1	2.0%
9153056	1	2.0%
9616905	1	2.0%
9643908	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9118678	1	2.0%
9153056	1	2.0%
9187370	1	2.0%
9266140	1	2.0%
9311177	1	2.0%
9315537	1	2.0%
9323900	1	2.0%
9445772	1	2.0%
9455686	1	2.0%
9457854	1	2.0%

Value	Count	Frequency (%)
9721683	1	2.0%
9721671	1	2.0%
9662409	1	2.0%
9662332	1	2.0%
9662320	1	2.0%
9657789	1	2.0%
9657777	1	2.0%
9650171	1	2.0%
9649081	1	2.0%
9649079	1	2.0%

SHIP_NM
Text

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	524.0 B

Length

Max length	20
Median length	13
Mean length	9.2040816
Min length	4

Characters and Unicode

Total characters	451
Distinct characters	47
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	49 ?
Unique (%)	100.0%

Sample

1st row	DENSA FALCON
2nd row	DENSA SEA LION
3rd row	Mayfair Spirit
4th row	Monemvasia
5th row	DOGAN

Value	Count	Frequency (%)
densa	2	2.8%
js	2	2.8%
lbc	2	2.8%
flag	2	2.8%
nba	2	2.8%
confidence	1	1.4%
magritte	1	1.4%
levante	1	1.4%
schinousa	1	1.4%
first	1	1.4%
Other values (57)	57	79.2%

Most occurring characters

Value	Count	Frequency (%)
A	32	7.1%
a	25	5.5%
	23	5.1%
i	22	4.9%
n	21	4.7%
e	21	4.7%
N	20	4.4%
S	19	4.2%
E	19	4.2%
o	18	4.0%
Other values (37)	231	51.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	239	53.0%
Lowercase Letter	189	41.9%
Space Separator	23	5.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	32	13.4%
N	20	8.4%
S	19	7.9%
E	19	7.9%
O	18	7.5%
L	18	7.5%
I	15	6.3%
B	12	5.0%
R	12	5.0%
M	11	4.6%
Other values (14)	63	26.4%

Lowercase Letter

Value	Count	Frequency (%)
a	25	13.2%
i	22	11.6%
n	21	11.1%
e	21	11.1%
o	18	9.5%
t	11	5.8%
r	10	5.3%
s	9	4.8%
l	8	4.2%
g	7	3.7%
Other values (12)	37	19.6%

Space Separator

Value	Count	Frequency (%)
	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	428	94.9%
Common	23	5.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	32	7.5%
a	25	5.8%
i	22	5.1%
n	21	4.9%
e	21	4.9%
N	20	4.7%
S	19	4.4%
E	19	4.4%
o	18	4.2%
O	18	4.2%
Other values (36)	213	49.8%

Common

Value	Count	Frequency (%)
	23	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	451	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	32	7.1%
a	25	5.5%
	23	5.1%
i	22	4.9%
n	21	4.7%
e	21	4.7%
N	20	4.4%
S	19	4.2%
E	19	4.2%
o	18	4.0%
Other values (37)	231	51.2%

SHIP_KIND
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	6.1%
Missing	0
Missing (%)	0.0%
Memory size	524.0 B

Bulk Carrier	24
BULK CARRIER	23
Chip Carrier	2

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BULK CARRIER
2nd row	BULK CARRIER
3rd row	Bulk Carrier
4th row	Bulk Carrier
5th row	BULK CARRIER

Common Values

Value	Count	Frequency (%)
Bulk Carrier	24	49.0%
BULK CARRIER	23	46.9%
Chip Carrier	2	4.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
carrier	49	50.0%
bulk	47	48.0%
chip	2	2.0%

SHIP_WDTH
Real number (ℝ)

HIGH CORRELATION

Distinct	15
Distinct (%)	30.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.085714

Minimum	23.5
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	23.5
5-th percentile	28
Q1	32
median	32.26
Q3	38
95-th percentile	46
Maximum	50
Range	26.5
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	6.7314931
Coefficient of variation (CV)	0.19185852
Kurtosis	-0.5277025
Mean	35.085714
Median Absolute Deviation (MAD)	3.66
Skewness	0.79700811
Sum	1719.2
Variance	45.313
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
32.26	15	30.6%
45.0	6	12.2%
38.0	3	6.1%
30.0	3	6.1%
32.2	3	6.1%
27.8	2	4.1%
32.0	2	4.1%
43.0	2	4.1%
36.5	2	4.1%
28.4	2	4.1%
Other values (5)	9	18.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23.5	1	2.0%
27.8	2	4.1%
28.3	2	4.1%
28.4	2	4.1%
28.6	2	4.1%
30.0	3	6.1%
32.0	2	4.1%
32.2	3	6.1%
32.26	15	30.6%
36.5	2	4.1%

Value	Count	Frequency (%)
50.0	2	4.1%
46.0	2	4.1%
45.0	6	12.2%
43.0	2	4.1%
38.0	3	6.1%
36.5	2	4.1%
32.26	15	30.6%
32.2	3	6.1%
32.0	2	4.1%
30.0	3	6.1%

SHIP_LNTH
Real number (ℝ)

HIGH CORRELATION

Distinct	24
Distinct (%)	49.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	217.04735

Minimum	168.5
Maximum	294
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	168.5
5-th percentile	172
Q1	183
median	215
Q3	225.5
95-th percentile	286.74
Maximum	294
Range	125.5
Interquartile range (IQR)	42.5

Descriptive statistics

Standard deviation	40.46534
Coefficient of variation (CV)	0.18643554
Kurtosis	-0.7735311
Mean	217.04735
Median Absolute Deviation (MAD)	30.62
Skewness	0.73234539
Sum	10635.32
Variance	1637.4438
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
178.0	4	8.2%
193.74	4	8.2%
217.0	4	8.2%
222.0	4	8.2%
225.5	4	8.2%
282.0	3	6.1%
185.0	3	6.1%
172.0	3	6.1%
205.0	2	4.1%
294.0	2	4.1%
Other values (14)	16	32.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
168.5	1	2.0%
171.5	1	2.0%
172.0	3	6.1%
176.0	1	2.0%
178.0	4	8.2%
181.0	1	2.0%
183.0	2	4.1%
185.0	3	6.1%
185.34	1	2.0%
193.74	4	8.2%

Value	Count	Frequency (%)
294.0	2	4.1%
287.9	1	2.0%
285.0	2	4.1%
283.8	1	2.0%
282.2	1	2.0%
282.0	3	6.1%
248.0	1	2.0%
245.62	1	2.0%
225.5	4	8.2%
222.0	4	8.2%

SHIP_HGHT
Real number (ℝ)

HIGH CORRELATION

Distinct	25
Distinct (%)	51.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.22551

Minimum	14.1
Maximum	24.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	14.1
5-th percentile	14.43
Q1	16.5
median	18.6
Q3	20.7
95-th percentile	24.8
Maximum	24.9
Range	10.8
Interquartile range (IQR)	4.2

Descriptive statistics

Standard deviation	3.4285621
Coefficient of variation (CV)	0.178334
Kurtosis	-0.79412133
Mean	19.22551
Median Absolute Deviation (MAD)	2.1
Skewness	0.37571282
Sum	942.05
Variance	11.755038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
20.05	5	10.2%
24.8	5	10.2%
18.5	5	10.2%
15.6	4	8.2%
20.7	3	6.1%
18.0	3	6.1%
14.7	3	6.1%
17.7	2	4.1%
14.1	2	4.1%
24.9	2	4.1%
Other values (15)	15	30.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14.1	2	4.1%
14.25	1	2.0%
14.7	3	6.1%
15.2	1	2.0%
15.21	1	2.0%
15.6	4	8.2%
16.5	1	2.0%
17.7	2	4.1%
18.0	3	6.1%
18.1	1	2.0%

Value	Count	Frequency (%)
24.9	2	4.1%
24.8	5	10.2%
24.75	1	2.0%
24.7	1	2.0%
24.5	1	2.0%
20.7	3	6.1%
20.2	1	2.0%
20.05	5	10.2%
19.9	1	2.0%
19.7	1	2.0%

SHIP_OWNER_NM
Text

MISSING

Distinct	15
Distinct (%)	57.7%
Missing	23
Missing (%)	46.9%
Memory size	524.0 B

Length

Max length	20
Median length	16
Mean length	12.730769
Min length	8

Characters and Unicode

Total characters	331
Distinct characters	38
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	42.3%

Sample

1st row	Unimar Success
2nd row	Minerva Marine
3rd row	Golden Union
4th row	NYK Blkshp Atlnt
5th row	NYK Blkshp Atlnt

Value	Count	Frequency (%)
sea	6	11.3%
traders	6	11.3%
nyk	4	7.5%
blkshp	4	7.5%
atlnt	4	7.5%
dryships	3	5.7%
marine	3	5.7%
minerva	2	3.8%
sa	2	3.8%
alpha	1	1.9%
Other values (18)	18	34.0%

Most occurring characters

Value	Count	Frequency (%)
r	28	8.5%
e	28	8.5%
	27	8.2%
a	26	7.9%
s	24	7.3%
i	21	6.3%
n	19	5.7%
l	16	4.8%
t	12	3.6%
h	11	3.3%
Other values (28)	119	36.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	240	72.5%
Uppercase Letter	63	19.0%
Space Separator	27	8.2%
Other Punctuation	1	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	28	11.7%
e	28	11.7%
a	26	10.8%
s	24	10.0%
i	21	8.8%
n	19	7.9%
l	16	6.7%
t	12	5.0%
h	11	4.6%
d	11	4.6%
Other values (9)	44	18.3%

Uppercase Letter

Value	Count	Frequency (%)
S	9	14.3%
M	8	12.7%
T	7	11.1%
A	7	11.1%
B	5	7.9%
K	4	6.3%
Y	4	6.3%
N	4	6.3%
D	3	4.8%
U	2	3.2%
Other values (7)	10	15.9%

Space Separator

Value	Count	Frequency (%)
	27	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	303	91.5%
Common	28	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	28	9.2%
e	28	9.2%
a	26	8.6%
s	24	7.9%
i	21	6.9%
n	19	6.3%
l	16	5.3%
t	12	4.0%
h	11	3.6%
d	11	3.6%
Other values (26)	107	35.3%

Common

Value	Count	Frequency (%)
	27	96.4%
.	1	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	331	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	28	8.5%
e	28	8.5%
	27	8.2%
a	26	7.9%
s	24	7.3%
i	21	6.3%
n	19	5.7%
l	16	4.8%
t	12	3.6%
h	11	3.3%
Other values (28)	119	36.0%

DRAFT
Real number (ℝ)

Distinct	24
Distinct (%)	49.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.095249

Minimum	3
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	3
5-th percentile	5
Q1	17.5876
median	27.2114
Q3	30
95-th percentile	30
Maximum	30
Range	27
Interquartile range (IQR)	12.4124

Descriptive statistics

Standard deviation	8.8055942
Coefficient of variation (CV)	0.38127297
Kurtosis	0.036663846
Mean	23.095249
Median Absolute Deviation (MAD)	2.7886
Skewness	-1.1332219
Sum	1131.6672
Variance	77.538489
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
30.0	20	40.8%
5.0	4	8.2%
27.2114	4	8.2%
28.8672	1	2.0%
24.3378	1	2.0%
27.3311	1	2.0%
24.4033	1	2.0%
17.5876	1	2.0%
9.0	1	2.0%
17.585	1	2.0%
Other values (14)	14	28.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.0	1	2.0%
4.0	1	2.0%
5.0	4	8.2%
9.0	1	2.0%
17.49	1	2.0%
17.5141	1	2.0%
17.5187	1	2.0%
17.5503	1	2.0%
17.585	1	2.0%
17.5876	1	2.0%

Value	Count	Frequency (%)
30.0	20	40.8%
29.0691	1	2.0%
28.8774	1	2.0%
28.8672	1	2.0%
27.3311	1	2.0%
27.2114	4	8.2%
25.2942	1	2.0%
24.4033	1	2.0%
24.3378	1	2.0%
21.8201	1	2.0%

SHPYRD_NM
Text

MISSING

Distinct	13
Distinct (%)	50.0%
Missing	23
Missing (%)	46.9%
Memory size	524.0 B

Length

Max length	19
Median length	18
Mean length	15.615385
Min length	12

Characters and Unicode

Total characters	406
Distinct characters	39
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	26.9%

Sample

1st row	Jiangsu New YZJ
2nd row	Shanghai Waigaoqiao
3rd row	SCS Shipbuilding
4th row	Oshima Shipbuilding
5th row	Oshima Shipbuilding

Value	Count	Frequency (%)
new	9	14.1%
sb	8	12.5%
shipbuilding	7	10.9%
century	5	7.8%
scs	4	6.2%
jiangsu	3	4.7%
yzj	3	4.7%
oshima	3	4.7%
beihai	2	3.1%
shipyard	2	3.1%
Other values (16)	18	28.1%

Most occurring characters

Value	Count	Frequency (%)
i	44	10.8%
	38	9.4%
S	30	7.4%
n	26	6.4%
e	24	5.9%
u	22	5.4%
a	20	4.9%
h	20	4.9%
g	17	4.2%
s	15	3.7%
Other values (29)	150	36.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	272	67.0%
Uppercase Letter	92	22.7%
Space Separator	38	9.4%
Open Punctuation	2	0.5%
Close Punctuation	2	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	44	16.2%
n	26	9.6%
e	24	8.8%
u	22	8.1%
a	20	7.4%
h	20	7.4%
g	17	6.2%
s	15	5.5%
d	10	3.7%
r	9	3.3%
Other values (11)	65	23.9%

Uppercase Letter

Value	Count	Frequency (%)
S	30	32.6%
B	11	12.0%
C	11	12.0%
N	9	9.8%
Z	6	6.5%
J	6	6.5%
T	5	5.4%
Y	4	4.3%
O	3	3.3%
P	2	2.2%
Other values (5)	5	5.4%

Space Separator

Value	Count	Frequency (%)
	38	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	364	89.7%
Common	42	10.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	44	12.1%
S	30	8.2%
n	26	7.1%
e	24	6.6%
u	22	6.0%
a	20	5.5%
h	20	5.5%
g	17	4.7%
s	15	4.1%
B	11	3.0%
Other values (26)	135	37.1%

Common

Value	Count	Frequency (%)
	38	90.5%
(	2	4.8%
)	2	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	406	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	44	10.8%
	38	9.4%
S	30	7.4%
n	26	6.4%
e	24	5.9%
u	22	5.4%
a	20	4.9%
h	20	4.9%
g	17	4.2%
s	15	3.7%
Other values (29)	150	36.9%

BULD_YR
Real number (ℝ)

HIGH CORRELATION

Distinct	13
Distinct (%)	26.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2011.102

Minimum	1997
Maximum	2015
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	1997
5-th percentile	2000
Q1	2011
median	2013
Q3	2013
95-th percentile	2013.6
Maximum	2015
Range	18
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	4.1293911
Coefficient of variation (CV)	0.0020532976
Kurtosis	5.3660691
Mean	2011.102
Median Absolute Deviation (MAD)	0
Skewness	-2.4188235
Sum	98544
Variance	17.051871
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
2013	27	55.1%
2012	5	10.2%
2011	4	8.2%
1998	2	4.1%
2010	2	4.1%
2015	2	4.1%
2009	1	2.0%
2005	1	2.0%
2014	1	2.0%
2007	1	2.0%
Other values (3)	3	6.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1997	1	2.0%
1998	2	4.1%
2003	1	2.0%
2005	1	2.0%
2007	1	2.0%
2008	1	2.0%
2009	1	2.0%
2010	2	4.1%
2011	4	8.2%
2012	5	10.2%

Value	Count	Frequency (%)
2015	2	4.1%
2014	1	2.0%
2013	27	55.1%
2012	5	10.2%
2011	4	8.2%
2010	2	4.1%
2009	1	2.0%
2008	1	2.0%
2007	1	2.0%
2005	1	2.0%

DDWGHT
Real number (ℝ)

HIGH CORRELATION

Distinct	45
Distinct (%)	91.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	87384.469

Minimum	27780
Maximum	206046
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	27780
5-th percentile	33486.6
Q1	48913
median	71663
Q3	93283
95-th percentile	181928.2
Maximum	206046
Range	178266
Interquartile range (IQR)	44370

Descriptive statistics

Standard deviation	53667.057
Coefficient of variation (CV)	0.61414869
Kurtosis	-0.20683285
Mean	87384.469
Median Absolute Deviation (MAD)	22750
Skewness	1.0506433
Sum	4281839
Variance	2.8801531 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
63200	4	8.2%
58000	2	4.1%
206037	1	2.0%
82099	1	2.0%
93207	1	2.0%
176247	1	2.0%
71663	1	2.0%
76847	1	2.0%
56526	1	2.0%
75884	1	2.0%
Other values (35)	35	71.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27780	1	2.0%
32203	1	2.0%
32385	1	2.0%
35139	1	2.0%
35157	1	2.0%
35173	1	2.0%
36752	1	2.0%
36765	1	2.0%
37003	1	2.0%
37009	1	2.0%

Value	Count	Frequency (%)
206046	1	2.0%
206037	1	2.0%
182307	1	2.0%
181360	1	2.0%
179667	1	2.0%
179549	1	2.0%
177933	1	2.0%
176460	1	2.0%
176247	1	2.0%
175125	1	2.0%

DPTR_HMS
Date

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	524.0 B

Minimum	2022-01-01 00:00:49
Maximum	2022-01-22 22:52:57

Histogram

Histogram with fixed size bins (bins=49)

ARVL_HMS
Date

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	524.0 B

Minimum	2022-06-05 13:59:12
Maximum	2022-07-17 22:00:08

Histogram

Histogram with fixed size bins (bins=49)

DPTRP_LA
Real number (ℝ)

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.4885515

Minimum	-38.784401
Maximum	56.5882
Zeros	0
Zeros (%)	0.0%
Negative	19
Negative (%)	38.8%
Memory size	573.0 B

Quantile statistics

Minimum	-38.784401
5-th percentile	-34.49122
Q1	-9.63333
median	10.1567
Q3	29.893801
95-th percentile	46.679821
Maximum	56.5882
Range	95.372601
Interquartile range (IQR)	39.527131

Descriptive statistics

Standard deviation	26.93337
Coefficient of variation (CV)	3.1729053
Kurtosis	-1.0276704
Mean	8.4885515
Median Absolute Deviation (MAD)	19.79003
Skewness	-0.17397968
Sum	415.93902
Variance	725.40641
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
28.0714	1	2.0%
-10.0565	1	2.0%
-7.18513	1	2.0%
29.7068	1	2.0%
36.248299	1	2.0%
-3.7475	1	2.0%
-9.4755	1	2.0%
11.9299	1	2.0%
-34.741501	1	2.0%
22.451401	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-38.784401	1	2.0%
-36.190601	1	2.0%
-34.741501	1	2.0%
-34.115799	1	2.0%
-33.964401	1	2.0%
-33.926701	1	2.0%
-30.094801	1	2.0%
-28.9121	1	2.0%
-20.385799	1	2.0%
-20.087601	1	2.0%

Value	Count	Frequency (%)
56.5882	1	2.0%
50.9963	1	2.0%
46.937901	1	2.0%
46.292702	1	2.0%
45.6371	1	2.0%
43.891701	1	2.0%
37.4659	1	2.0%
36.248299	1	2.0%
33.356201	1	2.0%
31.6064	1	2.0%

DPTRP_LO
Real number (ℝ)

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.076502

Minimum	-150.99699
Maximum	153.49699
Zeros	0
Zeros (%)	0.0%
Negative	17
Negative (%)	34.7%
Memory size	573.0 B

Quantile statistics

Minimum	-150.99699
5-th percentile	-114.09832
Q1	-61.618
median	32.020599
Q3	104.36
95-th percentile	121.8744
Maximum	153.49699
Range	304.49399
Interquartile range (IQR)	165.978

Descriptive statistics

Standard deviation	83.706881
Coefficient of variation (CV)	4.1693957
Kurtosis	-1.1085345
Mean	20.076502
Median Absolute Deviation (MAD)	80.773899
Skewness	-0.29547374
Sum	983.7486
Variance	7006.842
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
135.139999	1	2.0%
72.727203	1	2.0%
112.685997	1	2.0%
-89.983498	1	2.0%
-2.415	1	2.0%
114.434998	1	2.0%
115.720001	1	2.0%
45.2719	1	2.0%
-57.805801	1	2.0%
-97.757797	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-150.996994	1	2.0%
-129.341995	1	2.0%
-124.991997	1	2.0%
-97.757797	1	2.0%
-90.506302	1	2.0%
-89.983498	1	2.0%
-81.235603	1	2.0%
-79.428703	1	2.0%
-78.187698	1	2.0%
-73.481201	1	2.0%

Value	Count	Frequency (%)
153.496994	1	2.0%
135.139999	1	2.0%
122.036003	1	2.0%
121.632004	1	2.0%
118.633003	1	2.0%
116.57	1	2.0%
115.777	1	2.0%
115.720001	1	2.0%
114.434998	1	2.0%
113.658997	1	2.0%

DTNT_LA
Real number (ℝ)

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.6254215

Minimum	-35.942799
Maximum	59.7024
Zeros	0
Zeros (%)	0.0%
Negative	19
Negative (%)	38.8%
Memory size	573.0 B

Quantile statistics

Minimum	-35.942799
5-th percentile	-34.042319
Q1	-20.0308
median	7.57667
Q3	32.711601
95-th percentile	47.07894
Maximum	59.7024
Range	95.645199
Interquartile range (IQR)	52.742401

Descriptive statistics

Standard deviation	27.96155
Coefficient of variation (CV)	3.6668858
Kurtosis	-1.2384885
Mean	7.6254215
Median Absolute Deviation (MAD)	27.51047
Skewness	-0.032400946
Sum	373.64565
Variance	781.84829
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
38.6982	1	2.0%
-28.962299	1	2.0%
5.9983	1	2.0%
25.2253	1	2.0%
-11.6751	1	2.0%
-35.049702	1	2.0%
41.5284	1	2.0%
19.0788	1	2.0%
1.28721	1	2.0%
-34.310799	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-35.942799	1	2.0%
-35.049702	1	2.0%
-34.310799	1	2.0%
-33.639599	1	2.0%
-32.696201	1	2.0%
-28.962299	1	2.0%
-25.639999	1	2.0%
-24.3557	1	2.0%
-23.976101	1	2.0%
-23.846701	1	2.0%

Value	Count	Frequency (%)
59.7024	1	2.0%
57.3703	1	2.0%
48.4459	1	2.0%
45.0285	1	2.0%
41.5284	1	2.0%
38.6982	1	2.0%
36.9907	1	2.0%
36.818298	1	2.0%
36.681301	1	2.0%
36.473301	1	2.0%

DTNT_LO
Real number (ℝ)

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.769075

Minimum	-152.45799
Maximum	151.46001
Zeros	0
Zeros (%)	0.0%
Negative	18
Negative (%)	36.7%
Memory size	573.0 B

Quantile statistics

Minimum	-152.45799
5-th percentile	-90.024939
Q1	-38.751301
median	31.9053
Q3	108.958
95-th percentile	135.003
Maximum	151.46001
Range	303.918
Interquartile range (IQR)	147.7093

Descriptive statistics

Standard deviation	78.137614
Coefficient of variation (CV)	2.716028
Kurtosis	-0.97930643
Mean	28.769075
Median Absolute Deviation (MAD)	72.033703
Skewness	-0.18516322
Sum	1409.6847
Variance	6105.4867
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
-9.1733	1	2.0%
32.129101	1	2.0%
94.438904	1	2.0%
60.595699	1	2.0%
-35.895302	1	2.0%
-56.041	1	2.0%
31.9053	1	2.0%
61.646	1	2.0%
103.939003	1	2.0%
-51.970299	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-152.457993	1	2.0%
-91.505203	1	2.0%
-90.583298	1	2.0%
-89.187401	1	2.0%
-72.620399	1	2.0%
-71.685501	1	2.0%
-60.7229	1	2.0%
-56.041	1	2.0%
-51.970299	1	2.0%
-48.158298	1	2.0%

Value	Count	Frequency (%)
151.460007	1	2.0%
149.348007	1	2.0%
139.852997	1	2.0%
127.727997	1	2.0%
126.724998	1	2.0%
120.25	1	2.0%
118.538002	1	2.0%
118.529999	1	2.0%
117.078003	1	2.0%
116.224998	1	2.0%

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	2.3225914 × 10⁹

Minimum	5.1719 × 10⁸
Maximum	6.10402 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	5.1719 × 10⁸
5-th percentile	7.34539 × 10⁸
Q1	1.26299 × 10⁹
median	1.73954 × 10⁹
Q3	2.87695 × 10⁹
95-th percentile	5.42008 × 10⁹
Maximum	6.10402 × 10⁹
Range	5.58683 × 10⁹
Interquartile range (IQR)	1.61396 × 10⁹

Descriptive statistics

Standard deviation	1.4874135 × 10⁹
Coefficient of variation (CV)	0.6404112
Kurtosis	0.12384861
Mean	2.3225914 × 10⁹
Median Absolute Deviation (MAD)	7.6927 × 10⁸
Skewness	1.0621928
Sum	1.1380698 × 10¹¹
Variance	2.212399 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1262990000	1	2.0%
3798650000	1	2.0%
2667670000	1	2.0%
2572360000	1	2.0%
2409860000	1	2.0%
966068000	1	2.0%
5359210000	1	2.0%
1325830000	1	2.0%
2606200000	1	2.0%
1862340000	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
517190000	1	2.0%
632096000	1	2.0%
641019000	1	2.0%
874819000	1	2.0%
915699000	1	2.0%
944557000	1	2.0%
966068000	1	2.0%
1061390000	1	2.0%
1102110000	1	2.0%
1176700000	1	2.0%

Value	Count	Frequency (%)
6104020000	1	2.0%
5670730000	1	2.0%
5460660000	1	2.0%
5359210000	1	2.0%
4957750000	1	2.0%
4619110000	1	2.0%
4311940000	1	2.0%
4178410000	1	2.0%
3798650000	1	2.0%
3680360000	1	2.0%

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

Histogram with fixed size bins (bins=49)

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	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	2.0%
3	1	2.0%
4	1	2.0%
5	1	2.0%
6	1	2.0%
7	1	2.0%
8	1	2.0%
9	1	2.0%
10	1	2.0%
11	1	2.0%

Value	Count	Frequency (%)
50	1	2.0%
49	1	2.0%
48	1	2.0%
47	1	2.0%
46	1	2.0%
45	1	2.0%
44	1	2.0%
43	1	2.0%
42	1	2.0%
41	1	2.0%

Phik (φk)
Auto

Heatmap
Table

	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	FRGHT_CNVNC_QTY	RN
MMSI	1.000	0.520	1.000	0.284	0.412	0.335	0.000	0.851	0.542	0.632	0.668	0.000	1.000	1.000	0.000	0.000	0.000	0.747	0.000	0.904
IMO_IDNTF_NO	0.520	1.000	1.000	0.000	0.680	0.507	0.732	0.701	0.428	0.912	0.885	0.431	1.000	1.000	0.546	0.000	0.354	0.057	0.279	0.510
SHIP_NM	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
SHIP_KIND	0.284	0.000	1.000	1.000	0.988	0.776	0.777	0.000	0.565	0.610	0.000	0.749	1.000	1.000	0.544	0.449	0.241	0.233	0.741	0.452
SHIP_WDTH	0.412	0.680	1.000	0.988	1.000	0.847	0.872	0.609	0.793	0.815	0.598	0.937	1.000	1.000	0.548	0.000	0.082	0.400	0.796	0.211
SHIP_LNTH	0.335	0.507	1.000	0.776	0.847	1.000	0.844	0.653	0.893	0.808	0.507	0.980	1.000	1.000	0.253	0.454	0.000	0.271	0.726	0.490
SHIP_HGHT	0.000	0.732	1.000	0.777	0.872	0.844	1.000	0.929	0.737	0.914	0.723	0.818	1.000	1.000	0.000	0.375	0.000	0.505	0.625	0.489
SHIP_OWNER_NM	0.851	0.701	1.000	0.000	0.609	0.653	0.929	1.000	0.871	0.935	0.887	0.000	1.000	1.000	0.000	0.781	0.752	0.000	0.443	0.850
DRAFT	0.542	0.428	1.000	0.565	0.793	0.893	0.737	0.871	1.000	1.000	0.631	0.716	1.000	1.000	0.114	0.269	0.207	0.329	0.456	0.379
SHPYRD_NM	0.632	0.912	1.000	0.610	0.815	0.808	0.914	0.935	1.000	1.000	0.877	0.572	1.000	1.000	0.000	0.750	0.704	0.170	0.690	0.718
BULD_YR	0.668	0.885	1.000	0.000	0.598	0.507	0.723	0.887	0.631	0.877	1.000	0.334	1.000	1.000	0.345	0.000	0.000	0.238	0.221	0.252
DDWGHT	0.000	0.431	1.000	0.749	0.937	0.980	0.818	0.000	0.716	0.572	0.334	1.000	1.000	1.000	0.313	0.434	0.000	0.240	0.863	0.346
DPTR_HMS	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	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	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
DPTRP_LA	0.000	0.546	1.000	0.544	0.548	0.253	0.000	0.000	0.114	0.000	0.345	0.313	1.000	1.000	1.000	0.252	0.370	0.000	0.556	0.000
DPTRP_LO	0.000	0.000	1.000	0.449	0.000	0.454	0.375	0.781	0.269	0.750	0.000	0.434	1.000	1.000	0.252	1.000	0.000	0.000	0.000	0.000
DTNT_LA	0.000	0.354	1.000	0.241	0.082	0.000	0.000	0.752	0.207	0.704	0.000	0.000	1.000	1.000	0.370	0.000	1.000	0.633	0.327	0.417
DTNT_LO	0.747	0.057	1.000	0.233	0.400	0.271	0.505	0.000	0.329	0.170	0.238	0.240	1.000	1.000	0.000	0.000	0.633	1.000	0.449	0.373
FRGHT_CNVNC_QTY	0.000	0.279	1.000	0.741	0.796	0.726	0.625	0.443	0.456	0.690	0.221	0.863	1.000	1.000	0.556	0.000	0.327	0.449	1.000	0.000
RN	0.904	0.510	1.000	0.452	0.211	0.490	0.489	0.850	0.379	0.718	0.252	0.346	1.000	1.000	0.000	0.000	0.417	0.373	0.000	1.000

Heatmap
Table

	MMSI	IMO_IDNTF_NO	SHIP_WDTH	SHIP_LNTH	SHIP_HGHT	DRAFT	BULD_YR	DDWGHT	DPTRP_LA	DPTRP_LO	DTNT_LA	DTNT_LO	FRGHT_CNVNC_QTY	RN	SHIP_KIND
MMSI	1.000	-0.128	0.263	0.242	0.230	0.035	-0.115	0.253	-0.025	-0.045	-0.420	0.015	0.194	1.000	0.197
IMO_IDNTF_NO	-0.128	1.000	-0.034	-0.050	-0.061	-0.168	0.831	-0.072	-0.292	-0.046	0.196	0.008	0.136	-0.128	0.000
SHIP_WDTH	0.263	-0.034	1.000	0.898	0.889	-0.047	0.031	0.923	-0.192	0.337	-0.111	0.409	0.806	0.263	0.806
SHIP_LNTH	0.242	-0.050	0.898	1.000	0.965	0.088	0.074	0.987	-0.184	0.305	-0.169	0.431	0.815	0.242	0.687
SHIP_HGHT	0.230	-0.061	0.889	0.965	1.000	0.062	0.082	0.975	-0.192	0.277	-0.168	0.373	0.750	0.230	0.651
DRAFT	0.035	-0.168	-0.047	0.088	0.062	1.000	-0.224	0.096	0.170	-0.166	-0.291	-0.019	-0.121	0.035	0.432
BULD_YR	-0.115	0.831	0.031	0.074	0.082	-0.224	1.000	0.043	-0.404	-0.018	0.116	0.060	0.255	-0.115	0.000
DDWGHT	0.253	-0.072	0.923	0.987	0.975	0.096	0.043	1.000	-0.184	0.308	-0.162	0.409	0.790	0.253	0.651
DPTRP_LA	-0.025	-0.292	-0.192	-0.184	-0.192	0.170	-0.404	-0.184	1.000	-0.274	-0.145	-0.200	-0.157	-0.025	0.259
DPTRP_LO	-0.045	-0.046	0.337	0.305	0.277	-0.166	-0.018	0.308	-0.274	1.000	0.060	0.106	0.211	-0.045	0.291
DTNT_LA	-0.420	0.196	-0.111	-0.169	-0.168	-0.291	0.116	-0.162	-0.145	0.060	1.000	0.045	-0.079	-0.420	0.121
DTNT_LO	0.015	0.008	0.409	0.431	0.373	-0.019	0.060	0.409	-0.200	0.106	0.045	1.000	0.467	0.015	0.090
FRGHT_CNVNC_QTY	0.194	0.136	0.806	0.815	0.750	-0.121	0.255	0.790	-0.157	0.211	-0.079	0.467	1.000	0.194	0.558
RN	1.000	-0.128	0.263	0.242	0.230	0.035	-0.115	0.253	-0.025	-0.045	-0.420	0.015	0.194	1.000	0.299
SHIP_KIND	0.197	0.000	0.806	0.687	0.651	0.432	0.000	0.651	0.259	0.291	0.121	0.090	0.558	0.299	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	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	FRGHT_CNVNC_QTY	RN
0	229203000	9649081	DENSA FALCON	BULK CARRIER	27.8	178.0	15.6	<NA>	28.8672	<NA>	2013	36752	01-Jan-2022 07:25:09	17-Jul-2022 21:52:58	28.0714	135.139999	38.6982	-9.1733	1262990000	2
1	229204000	9649079	DENSA SEA LION	BULK CARRIER	27.8	178.0	15.6	<NA>	28.8774	<NA>	2013	36765	01-Jan-2022 00:40:07	17-Jul-2022 21:58:57	10.1567	-79.428703	7.28333	108.958	1176700000	3
2	229207000	9476460	Mayfair Spirit	Bulk Carrier	38.0	222.0	20.7	Unimar Success	30.0	Jiangsu New YZJ	2011	93257	06-Jan-2022 03:58:59	05-Jun-2022 22:30:25	4.12733	100.582001	57.3703	19.8358	641019000	4
3	229212000	9455686	Monemvasia	Bulk Carrier	45.0	282.0	24.8	Minerva Marine	17.5503	Shanghai Waigaoqiao	2009	177933	01-Jan-2022 00:00:51	17-Jul-2022 21:59:11	-20.087601	118.633003	15.2583	65.153297	4311940000	5
4	229213000	9625475	DOGAN	BULK CARRIER	30.0	172.0	14.7	<NA>	5.0	<NA>	2013	35173	01-Jan-2022 00:09:25	05-Jul-2022 14:26:51	29.893801	32.537998	32.810001	35.030499	1186060000	6
5	229214000	9625463	NEDIM	BULK CARRIER	30.0	172.0	14.7	<NA>	5.0	<NA>	2013	35157	01-Jan-2022 00:02:34	17-Jul-2022 21:51:57	-30.094801	153.496994	36.473301	18.346701	1265020000	7
6	229215000	9625451	ORHAN	BULK CARRIER	30.0	172.0	14.7	<NA>	5.0	<NA>	2013	35139	01-Jan-2022 01:10:49	17-Jul-2022 16:02:45	10.1933	-64.783302	-25.639999	-48.158298	632096000	8
7	229218000	9657789	KONYA	BULK CARRIER	32.26	193.74	18.5	<NA>	27.2114	<NA>	2013	63200	01-Jan-2022 00:05:23	17-Jul-2022 21:31:05	-28.9121	32.1381	36.818298	-39.646702	1676350000	9
8	229219000	9644201	IZMIR	BULK CARRIER	32.0	193.74	18.5	<NA>	27.2114	<NA>	2013	63200	01-Jan-2022 01:54:48	17-Jul-2022 21:58:48	30.0532	-90.506302	20.876699	72.595001	1296450000	10
9	229220000	9657777	SAMSUN	BULK CARRIER	32.26	193.74	18.5	<NA>	27.2114	<NA>	2013	63200	01-Jan-2022 16:43:45	17-Jul-2022 21:44:17	19.935801	63.217201	14.3617	-152.457993	1676960000	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	FRGHT_CNVNC_QTY	RN
39	229395000	9490777	JS BANDOL	BULK CARRIER	32.26	185.0	18.0	<NA>	5.0	<NA>	2010	58000	01-Jan-2022 15:18:25	17-Jul-2022 13:56:00	31.6064	31.7437	32.614399	127.727997	1543700000	41
40	229396000	9490868	JS POMEROL	BULK CARRIER	32.26	185.34	18.0	<NA>	4.0	<NA>	2011	58000	01-Jan-2022 00:38:59	17-Jul-2022 21:48:36	9.93235	-61.618	36.9907	126.724998	1816420000	42
41	229397000	9445772	Seaunity	Bulk Carrier	45.0	283.8	24.7	Thenamaris	17.6239	Imabari SB Saijo	2010	181360	08-Jan-2022 05:52:00	05-Jun-2022 23:57:49	31.240801	122.036003	-20.0308	118.529999	3680360000	43
42	229409000	9721671	Topeka	Bulk Carrier	46.0	285.0	24.8	Dryships	17.585	Beihai Shipyard	2015	179549	01-Jan-2022 00:08:09	05-Jun-2022 23:59:24	-20.385799	116.57	-19.856701	118.538002	4178410000	44
43	229410000	9662332	CANO	BULK CARRIER	28.6	178.0	15.6	<NA>	30.0	<NA>	2013	38980	01-Jan-2022 00:37:56	17-Jul-2022 21:35:31	-10.0801	-78.187698	-33.639599	-71.685501	1189690000	45
44	229411000	9662320	DODO	BULK CARRIER	28.6	178.0	15.6	<NA>	9.0	<NA>	2013	39017	01-Jan-2022 00:34:29	17-Jul-2022 19:33:35	-7.41787	-81.235603	20.1679	-72.620399	915699000	46
45	229421000	9118678	Elefsis	Bulk Carrier	32.2	217.0	19.0	Eastern Med	30.0	CSBC (Keelung)	1997	72873	01-Jan-2022 18:17:23	17-Jul-2022 21:14:14	29.7561	49.538502	-24.3557	-38.751301	874819000	47
46	229422000	9721683	Oregon	Bulk Carrier	46.0	285.0	24.8	Dryships	17.5876	Beihai Shipyard	2015	179667	01-Jan-2022 00:19:24	05-Jun-2022 23:33:08	-9.63333	115.777	7.57667	110.672997	4619110000	48
47	229462000	9323900	ELEOUSSA	BULK CARRIER	32.26	185.0	18.1	<NA>	24.4033	<NA>	2008	56678	01-Jan-2022 05:03:11	17-Jul-2022 21:33:17	37.4659	4.17491	-19.9338	-26.549101	1520400000	49
48	229478000	9650171	KIRAN ANATOLIA	BULK CARRIER	32.26	194.5	18.5	<NA>	27.3311	<NA>	2013	63478	01-Jan-2022 00:09:05	17-Jul-2022 21:35:08	-1.51176	-48.7533	32.711601	-29.700701	1398090000	50

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample