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_001063

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 3 other fields	High correlation
`SHIP_LNTH` is highly overall correlated with `SHIP_WDTH` and 3 other fields	High correlation
`SHIP_HGHT` is highly overall correlated with `SHIP_WDTH` and 3 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 3 other fields	High correlation
`RN` is highly overall correlated with `MMSI`	High correlation
`SHIP_KIND` is highly overall correlated with `SHIP_WDTH` and 3 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_TONM` has unique values	Unique
`RN` has unique values	Unique

Reproduction

Analysis started	2023-12-10 14:49:55.030800
Analysis finished	2023-12-10 14:50:20.507622
Duration	25.48 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	2.2930135 × 10⁸

Minimum	2.29201 × 10⁸
Maximum	2.29422 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	2.29201 × 10⁸
5-th percentile	2.292034 × 10⁸
Q1	2.29221 × 10⁸
median	2.29285 × 10⁸
Q3	2.29376 × 10⁸
95-th percentile	2.294106 × 10⁸
Maximum	2.29422 × 10⁸
Range	221000
Interquartile range (IQR)	155000

Descriptive statistics

Standard deviation	74115.493
Coefficient of variation (CV)	0.0003232231
Kurtosis	-1.4225923
Mean	2.2930135 × 10⁸
Median Absolute Deviation (MAD)	70000
Skewness	0.17234615
Sum	1.1235766 × 10¹⁰
Variance	5.4931063 × 10⁹
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
229201000	1	2.0%
229380000	1	2.0%
229293000	1	2.0%
229305000	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%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
229201000	1	2.0%
229202000	1	2.0%
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%

Value	Count	Frequency (%)
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%
229387000	1	2.0%
229382000	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	9551741.1

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	9479204
median	9609122
Q3	9644500
95-th percentile	9662378.2
Maximum	9721683
Range	603005
Interquartile range (IQR)	165296

Descriptive statistics

Standard deviation	144194.05
Coefficient of variation (CV)	0.015096101
Kurtosis	1.9934674
Mean	9551741.1
Median Absolute Deviation (MAD)	39971
Skewness	-1.5986211
Sum	4.6803532 × 10⁸
Variance	2.0791923 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
9649108	1	2.0%
9311177	1	2.0%
9471630	1	2.0%
9630664	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%
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%
9445772	1	2.0%
9455686	1	2.0%
9457854	1	2.0%
9464651	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%
9649108	1	2.0%
9649093	1	2.0%
9649081	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	9.1632653
Min length	4

Characters and Unicode

Total characters	449
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 PUMA
2nd row	DENSA HAWK
3rd row	DENSA FALCON
4th row	DENSA SEA LION
5th row	Mayfair Spirit

Value	Count	Frequency (%)
densa	4	5.5%
js	2	2.7%
nba	2	2.7%
lbc	2	2.7%
flag	2	2.7%
hampton	1	1.4%
seaeagle	1	1.4%
schinousa	1	1.4%
levante	1	1.4%
magritte	1	1.4%
Other values (56)	56	76.7%

Most occurring characters

Value	Count	Frequency (%)
A	31	6.9%
a	25	5.6%
	24	5.3%
i	22	4.9%
e	21	4.7%
n	21	4.7%
N	20	4.5%
S	19	4.2%
E	19	4.2%
o	18	4.0%
Other values (37)	229	51.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	236	52.6%
Lowercase Letter	189	42.1%
Space Separator	24	5.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	31	13.1%
N	20	8.5%
S	19	8.1%
E	19	8.1%
L	16	6.8%
O	16	6.8%
I	13	5.5%
D	12	5.1%
B	12	5.1%
M	12	5.1%
Other values (14)	66	28.0%

Lowercase Letter

Value	Count	Frequency (%)
a	25	13.2%
i	22	11.6%
e	21	11.1%
n	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 (%)
	24	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	425	94.7%
Common	24	5.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	31	7.3%
a	25	5.9%
i	22	5.2%
e	21	4.9%
n	21	4.9%
N	20	4.7%
S	19	4.5%
E	19	4.5%
o	18	4.2%
L	16	3.8%
Other values (36)	213	50.1%

Common

Value	Count	Frequency (%)
	24	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	449	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	31	6.9%
a	25	5.6%
	24	5.3%
i	22	4.9%
e	21	4.7%
n	21	4.7%
N	20	4.5%
S	19	4.2%
E	19	4.2%
o	18	4.0%
Other values (37)	229	51.0%

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	34.903673

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	27.8
Q1	30
median	32.26
Q3	38
95-th percentile	46
Maximum	50
Range	26.5
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	6.8671836
Coefficient of variation (CV)	0.19674673
Kurtosis	-0.58836706
Mean	34.903673
Median Absolute Deviation (MAD)	3.86
Skewness	0.7847713
Sum	1710.28
Variance	47.158211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
32.26	13	26.5%
45.0	6	12.2%
27.8	4	8.2%
38.0	3	6.1%
30.0	3	6.1%
32.2	3	6.1%
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	4	8.2%
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	13	26.5%
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	13	26.5%
32.2	3	6.1%
32.0	2	4.1%
30.0	3	6.1%

SHIP_LNTH
Real number (ℝ)

HIGH CORRELATION

Distinct	23
Distinct (%)	46.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	216.56776

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	181
median	215
Q3	225.5
95-th percentile	286.74
Maximum	294
Range	125.5
Interquartile range (IQR)	44.5

Descriptive statistics

Standard deviation	40.850338
Coefficient of variation (CV)	0.18862613
Kurtosis	-0.79926899
Mean	216.56776
Median Absolute Deviation (MAD)	32
Skewness	0.72475596
Sum	10611.82
Variance	1668.7501
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
178.0	6	12.2%
193.74	4	8.2%
217.0	4	8.2%
222.0	4	8.2%
225.5	4	8.2%
172.0	3	6.1%
282.0	3	6.1%
185.0	2	4.1%
205.0	2	4.1%
285.0	2	4.1%
Other values (13)	15	30.6%

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	6	12.2%
181.0	1	2.0%
183.0	2	4.1%
185.0	2	4.1%
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	24
Distinct (%)	49.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.115306

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	15.6
median	18.6
Q3	20.7
95-th percentile	24.8
Maximum	24.9
Range	10.8
Interquartile range (IQR)	5.1

Descriptive statistics

Standard deviation	3.5004232
Coefficient of variation (CV)	0.18312149
Kurtosis	-0.88282054
Mean	19.115306
Median Absolute Deviation (MAD)	2.1
Skewness	0.40419716
Sum	936.65
Variance	12.252963
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
15.6	6	12.2%
24.8	5	10.2%
20.05	5	10.2%
18.5	4	8.2%
14.7	3	6.1%
20.7	3	6.1%
18.0	3	6.1%
14.1	2	4.1%
17.7	2	4.1%
24.9	2	4.1%
Other values (14)	14	28.6%

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	6	12.2%
16.5	1	2.0%
17.7	2	4.1%
18.0	3	6.1%
18.5	4	8.2%

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	23.217122

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	28.8437
Q3	30
95-th percentile	30
Maximum	30
Range	27
Interquartile range (IQR)	12.4124

Descriptive statistics

Standard deviation	8.8597547
Coefficient of variation (CV)	0.38160434
Kurtosis	0.032752595
Mean	23.217122
Median Absolute Deviation (MAD)	1.1563
Skewness	-1.1461126
Sum	1137.639
Variance	78.495253
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%
28.8437	1	2.0%
17.49	1	2.0%
17.5876	1	2.0%
9.0	1	2.0%
17.585	1	2.0%
17.6239	1	2.0%
4.0	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%
28.8625	1	2.0%
28.8437	1	2.0%
27.2114	4	8.2%
25.2942	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	12
Distinct (%)	24.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2011.2041

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	4.1128842
Coefficient of variation (CV)	0.002044986
Kurtosis	5.7648237
Mean	2011.2041
Median Absolute Deviation (MAD)	0
Skewness	-2.5142245
Sum	98549
Variance	16.915816
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2013	28	57.1%
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 (2)	2	4.1%

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%
2009	1	2.0%
2010	2	4.1%
2011	4	8.2%
2012	5	10.2%
2013	28	57.1%

Value	Count	Frequency (%)
2015	2	4.1%
2014	1	2.0%
2013	28	57.1%
2012	5	10.2%
2011	4	8.2%
2010	2	4.1%
2009	1	2.0%
2007	1	2.0%
2005	1	2.0%
2003	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	86431.653

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	38980
median	71663
Q3	93283
95-th percentile	181928.2
Maximum	206046
Range	178266
Interquartile range (IQR)	54303

Descriptive statistics

Standard deviation	54355.963
Coefficient of variation (CV)	0.62888955
Kurtosis	-0.246337
Mean	86431.653
Median Absolute Deviation (MAD)	32683
Skewness	1.036647
Sum	4235151
Variance	2.9545707 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
63200	4	8.2%
58000	2	4.1%
36722	1	2.0%
75884	1	2.0%
70663	1	2.0%
76036	1	2.0%
82099	1	2.0%
93207	1	2.0%
176247	1	2.0%
71663	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%
36722	1	2.0%
36746	1	2.0%
36752	1	2.0%
36765	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	8.1464812

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	-10.0565
median	10.1567
Q3	29.893801
95-th percentile	49.37294
Maximum	56.5882
Range	95.372601
Interquartile range (IQR)	39.950301

Descriptive statistics

Standard deviation	27.953497
Coefficient of variation (CV)	3.4313584
Kurtosis	-1.1070732
Mean	8.1464812
Median Absolute Deviation (MAD)	19.8965
Skewness	-0.12854323
Sum	399.17758
Variance	781.39799
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
-33.0098	1	2.0%
46.292702	1	2.0%
29.8622	1	2.0%
-36.190601	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%
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%
-33.0098	1	2.0%
-30.094801	1	2.0%
-28.9121	1	2.0%
-20.385799	1	2.0%

Value	Count	Frequency (%)
56.5882	1	2.0%
52.202499	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%
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	19.611944

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	-62.301102
median	32.020599
Q3	104.36
95-th percentile	121.8744
Maximum	153.49699
Range	304.49399
Interquartile range (IQR)	166.6611

Descriptive statistics

Standard deviation	84.160198
Coefficient of variation (CV)	4.2912725
Kurtosis	-1.1376613
Mean	19.611944
Median Absolute Deviation (MAD)	81.638398
Skewness	-0.28964412
Sum	960.98527
Variance	7082.9389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
-71.5923	1	2.0%
-124.991997	1	2.0%
49.200199	1	2.0%
52.959599	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%
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	8.8782175

Minimum	-35.942799
Maximum	59.7024
Zeros	0
Zeros (%)	0.0%
Negative	18
Negative (%)	36.7%
Memory size	573.0 B

Quantile statistics

Minimum	-35.942799
5-th percentile	-34.042319
Q1	-20.0308
median	12.5202
Q3	32.810001
95-th percentile	47.498421
Maximum	59.7024
Range	95.645199
Interquartile range (IQR)	52.840801

Descriptive statistics

Standard deviation	28.121843
Coefficient of variation (CV)	3.16751
Kurtosis	-1.2240213
Mean	8.8782175
Median Absolute Deviation (MAD)	24.1953
Skewness	-0.10236321
Sum	435.03266
Variance	790.83803
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
28.087601	1	2.0%
-23.976101	1	2.0%
12.5202	1	2.0%
-5.995	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%
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%
46.077202	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%

DTNT_LO
Real number (ℝ)

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.119345

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	-39.646702
median	31.9053
Q3	108.958
95-th percentile	135.003
Maximum	151.46001
Range	303.918
Interquartile range (IQR)	148.6047

Descriptive statistics

Standard deviation	79.166141
Coefficient of variation (CV)	2.8153622
Kurtosis	-1.004921
Mean	28.119345
Median Absolute Deviation (MAD)	77.0527
Skewness	-0.20502558
Sum	1377.8479
Variance	6267.2778
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
-86.834602	1	2.0%
-46.287102	1	2.0%
47.181099	1	2.0%
79.550003	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%
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%
-86.834602	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%

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_TONM
Real number (ℝ)

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2921849.4

Minimum	323547
Maximum	8786660
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	323547
5-th percentile	946549.8
Q1	2031460
median	2613150
Q3	3629840
95-th percentile	5575868
Maximum	8786660
Range	8463113
Interquartile range (IQR)	1598380

Descriptive statistics

Standard deviation	1623869.7
Coefficient of variation (CV)	0.55576776
Kurtosis	2.5810383
Mean	2921849.4
Median Absolute Deviation (MAD)	715190
Skewness	1.2802374
Sum	1.4317062 × 10⁸
Variance	2.6369529 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1582500	1	2.0%
2661220	1	2.0%
5086450	1	2.0%
1095210	1	2.0%
1751110	1	2.0%
2779280	1	2.0%
4238480	1	2.0%
878063	1	2.0%
8786660	1	2.0%
3328340	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
323547	1	2.0%
688133	1	2.0%
878063	1	2.0%
1049280	1	2.0%
1050850	1	2.0%
1095210	1	2.0%
1106460	1	2.0%
1389130	1	2.0%
1582500	1	2.0%
1751110	1	2.0%

Value	Count	Frequency (%)
8786660	1	2.0%
6710460	1	2.0%
5728780	1	2.0%
5346500	1	2.0%
5086450	1	2.0%
5046810	1	2.0%
4793520	1	2.0%
4354150	1	2.0%
4238480	1	2.0%
4156980	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_TONM	RN
MMSI	1.000	0.804	1.000	0.638	0.620	0.490	0.311	0.879	0.526	0.747	0.537	0.286	1.000	1.000	0.000	0.000	0.000	0.000	0.378	0.910
IMO_IDNTF_NO	0.804	1.000	1.000	0.000	0.720	0.523	0.734	0.701	0.443	0.912	0.900	0.472	1.000	1.000	0.670	0.000	0.152	0.000	0.000	0.621
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	0.638	0.000	1.000	1.000	0.990	0.790	0.801	0.000	0.544	0.610	0.000	0.771	1.000	1.000	0.340	0.464	0.323	0.253	0.705	0.382
SHIP_WDTH	0.620	0.720	1.000	0.990	1.000	0.852	0.879	0.609	0.788	0.815	0.615	0.937	1.000	1.000	0.413	0.000	0.000	0.484	0.684	0.539
SHIP_LNTH	0.490	0.523	1.000	0.790	0.852	1.000	0.836	0.653	0.886	0.808	0.485	0.981	1.000	1.000	0.177	0.435	0.000	0.354	0.378	0.618
SHIP_HGHT	0.311	0.734	1.000	0.801	0.879	0.836	1.000	0.929	0.720	0.914	0.734	0.816	1.000	1.000	0.000	0.293	0.201	0.618	0.404	0.593
SHIP_OWNER_NM	0.879	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	0.318	0.907
DRAFT	0.526	0.443	1.000	0.544	0.788	0.886	0.720	0.871	1.000	1.000	0.576	0.694	1.000	1.000	0.352	0.437	0.000	0.175	0.355	0.581
SHPYRD_NM	0.747	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	0.000	0.762
BULD_YR	0.537	0.900	1.000	0.000	0.615	0.485	0.734	0.887	0.576	0.877	1.000	0.424	1.000	1.000	0.469	0.000	0.000	0.143	0.315	0.534
DDWGHT	0.286	0.472	1.000	0.771	0.937	0.981	0.816	0.000	0.694	0.572	0.424	1.000	1.000	1.000	0.166	0.441	0.000	0.371	0.589	0.521
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	0.670	1.000	0.340	0.413	0.177	0.000	0.000	0.352	0.000	0.469	0.166	1.000	1.000	1.000	0.425	0.359	0.000	0.205	0.226
DPTRP_LO	0.000	0.000	1.000	0.464	0.000	0.435	0.293	0.781	0.437	0.750	0.000	0.441	1.000	1.000	0.425	1.000	0.294	0.193	0.000	0.243
DTNT_LA	0.000	0.152	1.000	0.323	0.000	0.000	0.201	0.752	0.000	0.704	0.000	0.000	1.000	1.000	0.359	0.294	1.000	0.654	0.306	0.000
DTNT_LO	0.000	0.000	1.000	0.253	0.484	0.354	0.618	0.000	0.175	0.170	0.143	0.371	1.000	1.000	0.000	0.193	0.654	1.000	0.285	0.442
FRGHT_CNVNC_QTY_TONM	0.378	0.000	1.000	0.705	0.684	0.378	0.404	0.318	0.355	0.000	0.315	0.589	1.000	1.000	0.205	0.000	0.306	0.285	1.000	0.320
RN	0.910	0.621	1.000	0.382	0.539	0.618	0.593	0.907	0.581	0.762	0.534	0.521	1.000	1.000	0.226	0.243	0.000	0.442	0.320	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_TONM	RN	SHIP_KIND
MMSI	1.000	-0.200	0.366	0.349	0.324	0.049	-0.128	0.369	-0.059	0.046	-0.492	0.140	0.136	1.000	0.343
IMO_IDNTF_NO	-0.200	1.000	-0.112	-0.115	-0.110	-0.182	0.817	-0.136	-0.228	-0.076	0.195	-0.053	0.043	-0.200	0.000
SHIP_WDTH	0.366	-0.112	1.000	0.904	0.900	-0.046	-0.013	0.929	-0.191	0.362	-0.186	0.444	0.494	0.366	0.818
SHIP_LNTH	0.349	-0.115	0.904	1.000	0.966	0.078	0.027	0.986	-0.172	0.317	-0.218	0.442	0.482	0.349	0.707
SHIP_HGHT	0.324	-0.110	0.900	0.966	1.000	0.060	0.040	0.976	-0.179	0.286	-0.212	0.394	0.458	0.324	0.684
DRAFT	0.049	-0.182	-0.046	0.078	0.060	1.000	-0.240	0.086	0.173	-0.169	-0.292	-0.015	-0.135	0.049	0.410
BULD_YR	-0.128	0.817	-0.013	0.027	0.040	-0.240	1.000	-0.004	-0.350	-0.041	0.098	0.015	0.102	-0.128	0.000
DDWGHT	0.369	-0.136	0.929	0.986	0.976	0.086	-0.004	1.000	-0.172	0.320	-0.219	0.422	0.494	0.369	0.679
DPTRP_LA	-0.059	-0.228	-0.191	-0.172	-0.179	0.173	-0.350	-0.172	1.000	-0.246	-0.070	-0.163	0.053	-0.059	0.136
DPTRP_LO	0.046	-0.076	0.362	0.317	0.286	-0.169	-0.041	0.320	-0.246	1.000	0.033	0.114	0.086	0.046	0.302
DTNT_LA	-0.492	0.195	-0.186	-0.218	-0.212	-0.292	0.098	-0.219	-0.070	0.033	1.000	-0.008	0.088	-0.492	0.178
DTNT_LO	0.140	-0.053	0.444	0.442	0.394	-0.015	0.015	0.422	-0.163	0.114	-0.008	1.000	0.287	0.140	0.109
FRGHT_CNVNC_QTY_TONM	0.136	0.043	0.494	0.482	0.458	-0.135	0.102	0.494	0.053	0.086	0.088	0.287	1.000	0.136	0.358
RN	1.000	-0.200	0.366	0.349	0.324	0.049	-0.128	0.369	-0.059	0.046	-0.492	0.140	0.136	1.000	0.200
SHIP_KIND	0.343	0.000	0.818	0.707	0.684	0.410	0.000	0.679	0.136	0.302	0.178	0.109	0.358	0.200	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_TONM	RN
0	229201000	9649108	DENSA PUMA	BULK CARRIER	27.8	178.0	15.6	<NA>	28.8437	<NA>	2013	36722	01-Jan-2022 00:06:09	14-Jul-2022 14:24:49	-33.0098	-71.5923	28.087601	-86.834602	1582500	2
1	229202000	9649093	DENSA HAWK	BULK CARRIER	27.8	178.0	15.6	<NA>	28.8625	<NA>	2013	36746	01-Jan-2022 00:03:26	17-Jul-2022 21:55:13	52.202499	4.25058	46.077202	-1.25196	3225860	3
2	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	1969600	4
3	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	2613150	5
4	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	1050850	6
5	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	5046810	7
6	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	2704580	8
7	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	3159860	9
8	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	1106460	10
9	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	2097550	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_TONM	RN
39	229382000	9479204	Thalassini Agatha	Bulk Carrier	45.0	287.9	24.5	Enesel SA	17.6442	Universal SB (Tsu)	2011	182307	01-Jan-2022 00:06:48	05-Jun-2022 23:11:31	-10.0565	72.727203	-28.962299	32.129101	4156980	41
40	229387000	9587257	Huahine	Bulk Carrier	50.0	294.0	24.9	Dryships	18.1537	SCS Shipbuilding	2013	206037	01-Jan-2022 00:04:22	17-Jul-2022 21:46:37	-33.926701	113.658997	-0.652322	-8.46894	6710460	42
41	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	2246270	43
42	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	2362190	44
43	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	2341590	45
44	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	5728780	46
45	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	2311400	47
46	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	1389130	48
47	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	688133	49
48	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	4793520	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