gimi9 Pandas Profiling

Dataset statistics

Number of variables	12
Number of observations	80
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	8.0 KiB
Average record size in memory	102.7 B

Variable types

Numeric	5
Text	7

Dataset

Description	샘플 데이터
Author	한국해양과학기술원
URL	https://www.bigdata-environment.kr/user/data_market/detail.do?id=eb843680-5cb1-11ec-b260-159f15708786

Alerts

`데이터_건수` is highly overall correlated with `함량(%)_모래` and 2 other fields	High correlation
`함량(%)_모래` is highly overall correlated with `데이터_건수` and 2 other fields	High correlation
`함량(%)_실트` is highly overall correlated with `데이터_건수` and 2 other fields	High correlation
`함량(%)_점토` is highly overall correlated with `데이터_건수` and 2 other fields	High correlation
`데이터_건수` has unique values	Unique
`관리번호` has unique values	Unique
`함량(%)_모래` has unique values	Unique
`함량(%)_실트` has unique values	Unique
`함량(%)_자갈` has 73 (91.2%) zeros	Zeros
`함량(%)_점토` has 7 (8.8%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 12:02:50.864808
Analysis finished	2023-12-10 12:02:58.465820
Duration	7.6 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

데이터_건수
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	80
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.5

Minimum	1
Maximum	80
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	852.0 B

Quantile statistics

Minimum	1
5-th percentile	4.95
Q1	20.75
median	40.5
Q3	60.25
95-th percentile	76.05
Maximum	80
Range	79
Interquartile range (IQR)	39.5

Descriptive statistics

Standard deviation	23.2379
Coefficient of variation (CV)	0.57377531
Kurtosis	-1.2
Mean	40.5
Median Absolute Deviation (MAD)	20
Skewness	0
Sum	3240
Variance	540
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	1.2%
47	1	1.2%
63	1	1.2%
62	1	1.2%
61	1	1.2%
60	1	1.2%
6	1	1.2%
59	1	1.2%
58	1	1.2%
57	1	1.2%
Other values (70)	70	87.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.2%
2	1	1.2%
3	1	1.2%
4	1	1.2%
5	1	1.2%
6	1	1.2%
7	1	1.2%
8	1	1.2%
9	1	1.2%
10	1	1.2%

Value	Count	Frequency (%)
80	1	1.2%
79	1	1.2%
78	1	1.2%
77	1	1.2%
76	1	1.2%
75	1	1.2%
74	1	1.2%
73	1	1.2%
72	1	1.2%
71	1	1.2%

관리번호
Text

UNIQUE

Distinct	80
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	772.0 B

Length

Max length	3
Median length	3
Mean length	2.9125
Min length	2

Characters and Unicode

Total characters	233
Distinct characters	11
Distinct categories	2 ?
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	80 ?
Unique (%)	100.0%

Sample

1st row	K1
2nd row	K12
3rd row	K13
4th row	K15
5th row	K16

Value	Count	Frequency (%)
k1	1	1.2%
k12	1	1.2%
k65	1	1.2%
k64	1	1.2%
k63	1	1.2%
k7	1	1.2%
k62	1	1.2%
k61	1	1.2%
k60	1	1.2%
k66	1	1.2%
Other values (70)	70	87.5%

Most occurring characters

Value	Count	Frequency (%)
K	80	34.3%
2	19	8.2%
1	18	7.7%
3	18	7.7%
5	18	7.7%
6	18	7.7%
7	18	7.7%
4	17	7.3%
8	11	4.7%
9	8	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	153	65.7%
Uppercase Letter	80	34.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	19	12.4%
1	18	11.8%
3	18	11.8%
5	18	11.8%
6	18	11.8%
7	18	11.8%
4	17	11.1%
8	11	7.2%
9	8	5.2%
0	8	5.2%

Uppercase Letter

Value	Count	Frequency (%)
K	80	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	153	65.7%
Latin	80	34.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	19	12.4%
1	18	11.8%
3	18	11.8%
5	18	11.8%
6	18	11.8%
7	18	11.8%
4	17	11.1%
8	11	7.2%
9	8	5.2%
0	8	5.2%

Latin

Value	Count	Frequency (%)
K	80	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	233	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
K	80	34.3%
2	19	8.2%
1	18	7.7%
3	18	7.7%
5	18	7.7%
6	18	7.7%
7	18	7.7%
4	17	7.3%
8	11	4.7%
9	8	3.4%

위치좌표계WGS84위도_도(undefined undefined undefined undefined )
Text

Distinct	77
Distinct (%)	96.2%
Missing	0
Missing (%)	0.0%
Memory size	772.0 B

Length

Max length	11
Median length	11
Mean length	10.9875
Min length	10

Characters and Unicode

Total characters	879
Distinct characters	14
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	74 ?
Unique (%)	92.5%

Sample

1st row	N 37.60995°
2nd row	N 37.56177°
3rd row	N 37.59547°
4th row	N 37.57725°
5th row	N 37.57187°

Value	Count	Frequency (%)
n	80	50.0%
37.57725°	2	1.2%
37.61392°	2	1.2%
37.58747°	2	1.2%
37.58853°	1	0.6%
37.61480°	1	0.6%
37.57212°	1	0.6%
37.57855°	1	0.6%
37.59647°	1	0.6%
37.60638°	1	0.6%
Other values (68)	68	42.5%

Most occurring characters

Value	Count	Frequency (%)
7	140	15.9%
3	108	12.3%
5	107	12.2%
N	80	9.1%
	80	9.1%
.	80	9.1%
°	80	9.1%
2	39	4.4%
6	37	4.2%
8	34	3.9%
Other values (4)	94	10.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	559	63.6%
Uppercase Letter	80	9.1%
Space Separator	80	9.1%
Other Punctuation	80	9.1%
Other Symbol	80	9.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	140	25.0%
3	108	19.3%
5	107	19.1%
2	39	7.0%
6	37	6.6%
8	34	6.1%
0	32	5.7%
9	26	4.7%
1	22	3.9%
4	14	2.5%

Uppercase Letter

Value	Count	Frequency (%)
N	80	100.0%

Space Separator

Value	Count	Frequency (%)
	80	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	80	100.0%

Other Symbol

Value	Count	Frequency (%)
°	80	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	799	90.9%
Latin	80	9.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	140	17.5%
3	108	13.5%
5	107	13.4%
	80	10.0%
.	80	10.0%
°	80	10.0%
2	39	4.9%
6	37	4.6%
8	34	4.3%
0	32	4.0%
Other values (3)	62	7.8%

Latin

Value	Count	Frequency (%)
N	80	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	799	90.9%
None	80	9.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	140	17.5%
3	108	13.5%
5	107	13.4%
N	80	10.0%
	80	10.0%
.	80	10.0%
2	39	4.9%
6	37	4.6%
8	34	4.3%
0	32	4.0%
Other values (3)	62	7.8%

None

Value	Count	Frequency (%)
°	80	100.0%

위치(좌표계WGS84)경도_도
Text

Distinct	75
Distinct (%)	93.8%
Missing	0
Missing (%)	0.0%
Memory size	772.0 B

Length

Max length	11
Median length	11
Mean length	10.9125
Min length	9

Characters and Unicode

Total characters	873
Distinct characters	14
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	70 ?
Unique (%)	87.5%

Sample

1st row	E 126.5433°
2nd row	E 126.4851°
3rd row	E 126.4831°
4th row	E 126.4803°
5th row	E 126.4833°

Value	Count	Frequency (%)
e	80	50.0%
126.3487°	2	1.2%
126.3667°	2	1.2%
126.3668°	2	1.2%
126.4324°	2	1.2%
126.3495°	2	1.2%
126.3491°	1	0.6%
126.5433°	1	0.6%
126.3654°	1	0.6%
126.5217°	1	0.6%
Other values (66)	66	41.2%

Most occurring characters

Value	Count	Frequency (%)
6	115	13.2%
1	102	11.7%
2	99	11.3%
E	80	9.2%
	80	9.2%
.	80	9.2%
°	80	9.2%
3	71	8.1%
4	62	7.1%
5	29	3.3%
Other values (4)	75	8.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	553	63.3%
Uppercase Letter	80	9.2%
Space Separator	80	9.2%
Other Punctuation	80	9.2%
Other Symbol	80	9.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	115	20.8%
1	102	18.4%
2	99	17.9%
3	71	12.8%
4	62	11.2%
5	29	5.2%
8	27	4.9%
9	25	4.5%
7	12	2.2%
0	11	2.0%

Uppercase Letter

Value	Count	Frequency (%)
E	80	100.0%

Space Separator

Value	Count	Frequency (%)
	80	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	80	100.0%

Other Symbol

Value	Count	Frequency (%)
°	80	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	793	90.8%
Latin	80	9.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	115	14.5%
1	102	12.9%
2	99	12.5%
	80	10.1%
.	80	10.1%
°	80	10.1%
3	71	9.0%
4	62	7.8%
5	29	3.7%
8	27	3.4%
Other values (3)	48	6.1%

Latin

Value	Count	Frequency (%)
E	80	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	793	90.8%
None	80	9.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	115	14.5%
1	102	12.9%
2	99	12.5%
E	80	10.1%
	80	10.1%
.	80	10.1%
3	71	9.0%
4	62	7.8%
5	29	3.7%
8	27	3.4%
Other values (3)	48	6.1%

None

Value	Count	Frequency (%)
°	80	100.0%

위치(좌표계WGS84)위도_도분
Text

Distinct	73
Distinct (%)	91.2%
Missing	0
Missing (%)	0.0%
Memory size	772.0 B

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Characters and Unicode

Total characters	1120
Distinct characters	15
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	66 ?
Unique (%)	82.5%

Sample

1st row	N 37° 36.597'
2nd row	N 37° 33.779'
3rd row	N 37° 35.617'
4th row	N 37° 34.635'
5th row	N 37° 34.312'

Value	Count	Frequency (%)
n	80	33.3%
37°	80	33.3%
33.779	2	0.8%
33.451	2	0.8%
33.182	2	0.8%
35.302	2	0.8%
35.248	2	0.8%
35.788	2	0.8%
34.635	2	0.8%
36.888	1	0.4%
Other values (65)	65	27.1%

Most occurring characters

Value	Count	Frequency (%)
	240	21.4%
3	215	19.2%
7	119	10.6%
N	80	7.1%
°	80	7.1%
.	80	7.1%
'	80	7.1%
4	48	4.3%
5	33	2.9%
2	31	2.8%
Other values (5)	114	10.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	560	50.0%
Space Separator	240	21.4%
Other Punctuation	160	14.3%
Uppercase Letter	80	7.1%
Other Symbol	80	7.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	215	38.4%
7	119	21.2%
4	48	8.6%
5	33	5.9%
2	31	5.5%
8	27	4.8%
6	26	4.6%
1	25	4.5%
0	23	4.1%
9	13	2.3%

Other Punctuation

Value	Count	Frequency (%)
.	80	50.0%
'	80	50.0%

Space Separator

Value	Count	Frequency (%)
	240	100.0%

Uppercase Letter

Value	Count	Frequency (%)
N	80	100.0%

Other Symbol

Value	Count	Frequency (%)
°	80	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1040	92.9%
Latin	80	7.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	240	23.1%
3	215	20.7%
7	119	11.4%
°	80	7.7%
.	80	7.7%
'	80	7.7%
4	48	4.6%
5	33	3.2%
2	31	3.0%
8	27	2.6%
Other values (4)	87	8.4%

Latin

Value	Count	Frequency (%)
N	80	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1040	92.9%
None	80	7.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	240	23.1%
3	215	20.7%
7	119	11.4%
N	80	7.7%
.	80	7.7%
'	80	7.7%
4	48	4.6%
5	33	3.2%
2	31	3.0%
8	27	2.6%
Other values (4)	87	8.4%

None

Value	Count	Frequency (%)
°	80	100.0%

위치(좌표계WGS84)경도_도분
Text

Distinct	74
Distinct (%)	92.5%
Missing	0
Missing (%)	0.0%
Memory size	772.0 B

Length

Max length	15
Median length	15
Mean length	15
Min length	15

Characters and Unicode

Total characters	1200
Distinct characters	15
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	68 ?
Unique (%)	85.0%

Sample

1st row	E 126° 32.600'
2nd row	E 126° 29.785'
3rd row	E 126° 28.988'
4th row	E 126° 28.817'
5th row	E 126° 28.996'

Value	Count	Frequency (%)
e	80	33.3%
126°	80	33.3%
29.785	2	0.8%
20.968	2	0.8%
25.943	2	0.8%
22.003	2	0.8%
22.007	2	0.8%
20.011	2	0.8%
21.972	1	0.4%
22.948	1	0.4%
Other values (66)	66	27.5%

Most occurring characters

Value	Count	Frequency (%)
	240	20.0%
2	187	15.6%
1	118	9.8%
6	99	8.2%
E	80	6.7%
°	80	6.7%
.	80	6.7%
'	80	6.7%
0	58	4.8%
9	54	4.5%
Other values (5)	124	10.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	640	53.3%
Space Separator	240	20.0%
Other Punctuation	160	13.3%
Uppercase Letter	80	6.7%
Other Symbol	80	6.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	187	29.2%
1	118	18.4%
6	99	15.5%
0	58	9.1%
9	54	8.4%
8	28	4.4%
3	28	4.4%
7	25	3.9%
5	23	3.6%
4	20	3.1%

Other Punctuation

Value	Count	Frequency (%)
.	80	50.0%
'	80	50.0%

Space Separator

Value	Count	Frequency (%)
	240	100.0%

Uppercase Letter

Value	Count	Frequency (%)
E	80	100.0%

Other Symbol

Value	Count	Frequency (%)
°	80	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1120	93.3%
Latin	80	6.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
	240	21.4%
2	187	16.7%
1	118	10.5%
6	99	8.8%
°	80	7.1%
.	80	7.1%
'	80	7.1%
0	58	5.2%
9	54	4.8%
8	28	2.5%
Other values (4)	96	8.6%

Latin

Value	Count	Frequency (%)
E	80	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1120	93.3%
None	80	6.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	240	21.4%
2	187	16.7%
1	118	10.5%
6	99	8.8%
E	80	7.1%
.	80	7.1%
'	80	7.1%
0	58	5.2%
9	54	4.8%
8	28	2.5%
Other values (4)	96	8.6%

None

Value	Count	Frequency (%)
°	80	100.0%

위치(좌표계WGS84)위도_도분초
Text

Distinct	75
Distinct (%)	93.8%
Missing	0
Missing (%)	0.0%
Memory size	772.0 B

Length

Max length	18
Median length	18
Mean length	17.9875
Min length	17

Characters and Unicode

Total characters	1439
Distinct characters	16
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	71 ?
Unique (%)	88.8%

Sample

1st row	N 37° 36' 35.8199"
2nd row	N 37° 33' 42.3720"
3rd row	N 37° 35' 43.6919"
4th row	N 37° 34' 38.0999"
5th row	N 37° 34' 38.0999"

Value	Count	Frequency (%)
n	80	25.0%
37°	80	25.0%
34	29	9.1%
33	22	6.9%
35	15	4.7%
36	10	3.1%
38.0999	3	0.9%
37	3	0.9%
14.8920	2	0.6%
47.0279	2	0.6%
Other values (73)	74	23.1%

Most occurring characters

Value	Count	Frequency (%)
	240	16.7%
3	214	14.9%
7	119	8.3%
9	90	6.3%
N	80	5.6%
°	80	5.6%
'	80	5.6%
.	80	5.6%
"	80	5.6%
4	75	5.2%
Other values (6)	301	20.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	799	55.5%
Space Separator	240	16.7%
Other Punctuation	240	16.7%
Uppercase Letter	80	5.6%
Other Symbol	80	5.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	214	26.8%
7	119	14.9%
9	90	11.3%
4	75	9.4%
0	71	8.9%
2	63	7.9%
1	62	7.8%
5	46	5.8%
8	34	4.3%
6	25	3.1%

Other Punctuation

Value	Count	Frequency (%)
'	80	33.3%
.	80	33.3%
"	80	33.3%

Space Separator

Value	Count	Frequency (%)
	240	100.0%

Uppercase Letter

Value	Count	Frequency (%)
N	80	100.0%

Other Symbol

Value	Count	Frequency (%)
°	80	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1359	94.4%
Latin	80	5.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
	240	17.7%
3	214	15.7%
7	119	8.8%
9	90	6.6%
°	80	5.9%
'	80	5.9%
.	80	5.9%
"	80	5.9%
4	75	5.5%
0	71	5.2%
Other values (5)	230	16.9%

Latin

Value	Count	Frequency (%)
N	80	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1359	94.4%
None	80	5.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	240	17.7%
3	214	15.7%
7	119	8.8%
9	90	6.6%
N	80	5.9%
'	80	5.9%
.	80	5.9%
"	80	5.9%
4	75	5.5%
0	71	5.2%
Other values (5)	230	16.9%

None

Value	Count	Frequency (%)
°	80	100.0%

위치(좌표계WGS84)경도_도분초
Text

Distinct	74
Distinct (%)	92.5%
Missing	0
Missing (%)	0.0%
Memory size	772.0 B

Length

Max length	19
Median length	19
Mean length	18.6125
Min length	18

Characters and Unicode

Total characters	1489
Distinct characters	16
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	68 ?
Unique (%)	85.0%

Sample

1st row	E 126° 32' 35.8800"
2nd row	E 126° 29' 6.3600"
3rd row	E 126° 28' 59.1599"
4th row	E 126° 28' 49.0799"
5th row	E 126° 28' 49.0799"

Value	Count	Frequency (%)
e	80	25.0%
126°	80	25.0%
20	10	3.1%
22	9	2.8%
23	9	2.8%
27	7	2.2%
19	7	2.2%
25	7	2.2%
21	6	1.9%
26	5	1.6%
Other values (72)	100	31.2%

Most occurring characters

Value	Count	Frequency (%)
	240	16.1%
2	182	12.2%
0	132	8.9%
1	127	8.5%
6	110	7.4%
9	99	6.6%
E	80	5.4%
°	80	5.4%
'	80	5.4%
.	80	5.4%
Other values (6)	279	18.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	849	57.0%
Space Separator	240	16.1%
Other Punctuation	240	16.1%
Uppercase Letter	80	5.4%
Other Symbol	80	5.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	182	21.4%
0	132	15.5%
1	127	15.0%
6	110	13.0%
9	99	11.7%
5	63	7.4%
3	40	4.7%
4	37	4.4%
7	31	3.7%
8	28	3.3%

Other Punctuation

Value	Count	Frequency (%)
'	80	33.3%
.	80	33.3%
"	80	33.3%

Space Separator

Value	Count	Frequency (%)
	240	100.0%

Uppercase Letter

Value	Count	Frequency (%)
E	80	100.0%

Other Symbol

Value	Count	Frequency (%)
°	80	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1409	94.6%
Latin	80	5.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
	240	17.0%
2	182	12.9%
0	132	9.4%
1	127	9.0%
6	110	7.8%
9	99	7.0%
°	80	5.7%
'	80	5.7%
.	80	5.7%
"	80	5.7%
Other values (5)	199	14.1%

Latin

Value	Count	Frequency (%)
E	80	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1409	94.6%
None	80	5.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	240	17.0%
2	182	12.9%
0	132	9.4%
1	127	9.0%
6	110	7.8%
9	99	7.0%
E	80	5.7%
'	80	5.7%
.	80	5.7%
"	80	5.7%
Other values (5)	199	14.1%

None

Value	Count	Frequency (%)
°	80	100.0%

함량(%)_자갈
Real number (ℝ)

ZEROS

Distinct	8
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8815

Minimum	0
Maximum	59.98
Zeros	73
Zeros (%)	91.2%
Negative	0
Negative (%)	0.0%
Memory size	852.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.44
Maximum	59.98
Range	59.98
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.7413281
Coefficient of variation (CV)	7.6475645
Kurtosis	77.558454
Mean	0.8815
Median Absolute Deviation (MAD)	0
Skewness	8.7553872
Sum	70.52
Variance	45.445504
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0.0	73	91.2%
0.4	1	1.2%
0.33	1	1.2%
7.16	1	1.2%
1.33	1	1.2%
59.98	1	1.2%
1.2	1	1.2%
0.12	1	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	73	91.2%
0.12	1	1.2%
0.33	1	1.2%
0.4	1	1.2%
1.2	1	1.2%
1.33	1	1.2%
7.16	1	1.2%
59.98	1	1.2%

Value	Count	Frequency (%)
59.98	1	1.2%
7.16	1	1.2%
1.33	1	1.2%
1.2	1	1.2%
0.4	1	1.2%
0.33	1	1.2%
0.12	1	1.2%
0.0	73	91.2%

함량(%)_모래
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	80
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.31325

Minimum	1.55
Maximum	99.08
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	852.0 B

Quantile statistics

Minimum	1.55
5-th percentile	2.7545
Q1	8.02
median	19.06
Q3	56.4025
95-th percentile	97.224
Maximum	99.08
Range	97.53
Interquartile range (IQR)	48.3825

Descriptive statistics

Standard deviation	31.499685
Coefficient of variation (CV)	0.91800353
Kurtosis	-0.62181395
Mean	34.31325
Median Absolute Deviation (MAD)	13.5
Skewness	0.87856189
Sum	2745.06
Variance	992.23014
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.46	1	1.2%
17.45	1	1.2%
31.54	1	1.2%
96.55	1	1.2%
97.19	1	1.2%
54.66	1	1.2%
15.06	1	1.2%
81.5	1	1.2%
56.34	1	1.2%
29.32	1	1.2%
Other values (70)	70	87.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.55	1	1.2%
2.14	1	1.2%
2.31	1	1.2%
2.46	1	1.2%
2.77	1	1.2%
3.82	1	1.2%
4.01	1	1.2%
4.48	1	1.2%
4.99	1	1.2%
5.45	1	1.2%

Value	Count	Frequency (%)
99.08	1	1.2%
99.02	1	1.2%
98.89	1	1.2%
97.87	1	1.2%
97.19	1	1.2%
96.55	1	1.2%
93.7	1	1.2%
90.18	1	1.2%
88.5	1	1.2%
84.57	1	1.2%

함량(%)_실트
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	80
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.467625

Minimum	0.92
Maximum	82.11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	852.0 B

Quantile statistics

Minimum	0.92
5-th percentile	2.104
Q1	31.43
median	58.795
Q3	67.5675
95-th percentile	76.6405
Maximum	82.11
Range	81.19
Interquartile range (IQR)	36.1375

Descriptive statistics

Standard deviation	24.55623
Coefficient of variation (CV)	0.49641014
Kurtosis	-0.70300515
Mean	49.467625
Median Absolute Deviation (MAD)	13.105
Skewness	-0.7989488
Sum	3957.41
Variance	603.00845
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67.36	1	1.2%
72.12	1	1.2%
54.69	1	1.2%
3.33	1	1.2%
1.61	1	1.2%
36.85	1	1.2%
64.19	1	1.2%
16.68	1	1.2%
39.34	1	1.2%
59.18	1	1.2%
Other values (70)	70	87.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.92	1	1.2%
0.98	1	1.2%
1.11	1	1.2%
1.61	1	1.2%
2.13	1	1.2%
2.64	1	1.2%
3.33	1	1.2%
3.45	1	1.2%
8.76	1	1.2%
9.71	1	1.2%

Value	Count	Frequency (%)
82.11	1	1.2%
79.01	1	1.2%
78.0	1	1.2%
76.84	1	1.2%
76.63	1	1.2%
76.2	1	1.2%
75.71	1	1.2%
74.95	1	1.2%
74.44	1	1.2%
73.43	1	1.2%

함량(%)_점토
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	74
Distinct (%)	92.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.337625

Minimum	0
Maximum	40.04
Zeros	7
Zeros (%)	8.8%
Negative	0
Negative (%)	0.0%
Memory size	852.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8.205
median	14.255
Q3	21.5675
95-th percentile	34.998
Maximum	40.04
Range	40.04
Interquartile range (IQR)	13.3625

Descriptive statistics

Standard deviation	10.309089
Coefficient of variation (CV)	0.67214375
Kurtosis	-0.30387578
Mean	15.337625
Median Absolute Deviation (MAD)	7.03
Skewness	0.49667919
Sum	1227.01
Variance	106.27731
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	7	8.8%
8.49	1	1.2%
1.82	1	1.2%
4.32	1	1.2%
11.5	1	1.2%
13.21	1	1.2%
10.73	1	1.2%
10.16	1	1.2%
10.35	1	1.2%
21.41	1	1.2%
Other values (64)	64	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	7	8.8%
0.85	1	1.2%
1.52	1	1.2%
1.82	1	1.2%
2.74	1	1.2%
3.61	1	1.2%
4.32	1	1.2%
4.69	1	1.2%
5.24	1	1.2%
6.13	1	1.2%

Value	Count	Frequency (%)
40.04	1	1.2%
39.7	1	1.2%
36.09	1	1.2%
35.15	1	1.2%
34.99	1	1.2%
34.22	1	1.2%
33.16	1	1.2%
30.76	1	1.2%
30.18	1	1.2%
29.15	1	1.2%

Phik (φk)
Auto

Heatmap
Table

	데이터_건수	관리번호	위치좌표계WGS84위도_도(undefined undefined undefined undefined )	위치(좌표계WGS84)경도_도	위치(좌표계WGS84)위도_도분	위치(좌표계WGS84)경도_도분	위치(좌표계WGS84)위도_도분초	위치(좌표계WGS84)경도_도분초	함량(%)_자갈	함량(%)_모래	함량(%)_실트	함량(%)_점토
데이터_건수	1.000	1.000	0.796	0.974	0.796	0.914	0.922	0.979	0.064	0.583	0.597	0.643
관리번호	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
위치좌표계WGS84위도_도(undefined undefined undefined undefined )	0.796	1.000	1.000	0.995	0.999	0.994	1.000	0.996	1.000	0.896	0.907	0.000
위치(좌표계WGS84)경도_도	0.974	1.000	0.995	1.000	0.964	0.998	0.994	1.000	1.000	0.743	0.828	0.000
위치(좌표계WGS84)위도_도분	0.796	1.000	0.999	0.964	1.000	0.974	0.995	0.964	0.000	0.000	0.817	0.706
위치(좌표계WGS84)경도_도분	0.914	1.000	0.994	0.998	0.974	1.000	0.984	0.999	1.000	0.750	0.916	0.000
위치(좌표계WGS84)위도_도분초	0.922	1.000	1.000	0.994	0.995	0.984	1.000	0.994	1.000	0.885	0.891	0.845
위치(좌표계WGS84)경도_도분초	0.979	1.000	0.996	1.000	0.964	0.999	0.994	1.000	1.000	0.811	0.826	0.706
함량(%)_자갈	0.064	1.000	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.353	0.216	0.000
함량(%)_모래	0.583	1.000	0.896	0.743	0.000	0.750	0.885	0.811	0.353	1.000	0.956	0.824
함량(%)_실트	0.597	1.000	0.907	0.828	0.817	0.916	0.891	0.826	0.216	0.956	1.000	0.827
함량(%)_점토	0.643	1.000	0.000	0.000	0.706	0.000	0.845	0.706	0.000	0.824	0.827	1.000

Heatmap
Table

	데이터_건수	함량(%)_자갈	함량(%)_모래	함량(%)_실트	함량(%)_점토
데이터_건수	1.000	0.044	0.739	-0.662	-0.706
함량(%)_자갈	0.044	1.000	0.213	-0.246	-0.217
함량(%)_모래	0.739	0.213	1.000	-0.845	-0.878
함량(%)_실트	-0.662	-0.246	-0.845	1.000	0.618
함량(%)_점토	-0.706	-0.217	-0.878	0.618	1.000

Count
Matrix

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.

First rows
Last rows

	데이터_건수	관리번호	위치좌표계WGS84위도_도(undefined undefined undefined undefined )	위치(좌표계WGS84)경도_도	위치(좌표계WGS84)위도_도분	위치(좌표계WGS84)경도_도분	위치(좌표계WGS84)위도_도분초	위치(좌표계WGS84)경도_도분초	함량(%)_모래	함량(%)_실트	함량(%)_점토
0	1	K1	N 37.60995°	E 126.5433°	N 37° 36.597'	E 126° 32.600'	N 37° 36' 35.8199"	E 126° 32' 35.8800"	2.46	67.36	30.18
1	10	K12	N 37.56177°	E 126.4851°	N 37° 33.779'	E 126° 29.785'	N 37° 33' 42.3720"	E 126° 29' 6.3600"	42.88	40.56	16.56
2	11	K13	N 37.59547°	E 126.4831°	N 37° 35.617'	E 126° 28.988'	N 37° 35' 43.6919"	E 126° 28' 59.1599"	1.55	58.41	40.04
3	12	K15	N 37.57725°	E 126.4803°	N 37° 34.635'	E 126° 28.817'	N 37° 34' 38.0999"	E 126° 28' 49.0799"	4.99	79.01	16.0
4	13	K16	N 37.57187°	E 126.4833°	N 37° 34.312'	E 126° 28.996'	N 37° 34' 38.0999"	E 126° 28' 49.0799"	11.78	72.63	15.59
5	14	K17	N 37.56298°	E 126.4819°	N 37° 33.779'	E 126° 29.105'	N 37° 33' 46.7280"	E 126° 28' 54.8399"	25.19	60.57	14.24
6	15	K18	N 37.55907°	E 126.4842°	N 37° 33.182'	E 126° 29.050'	N 37° 33' 32.6519"	E 126° 29' 3.1200"	6.23	71.0	22.77
7	16	K19	N 37.59005°	E 126.4669°	N 37° 35.403'	E 126° 28.013'	N 37° 35' 24.1799"	E 126° 28' 0.8399"	6.78	74.95	18.27
8	17	K20	N 37.58012°	E 126.466°	N 37° 34.807'	E 126° 27.961'	N 37° 34' 48.4320"	E 126° 27' 57.5999"	15.45	55.4	29.15
9	18	K21	N 37.57320°	E 126.4664°	N 37° 34.392'	E 126° 27.984'	N 37° 34' 23.5199"	E 126° 27' 59.0399"	2.14	75.71	22.15

	데이터_건수	관리번호	위치좌표계WGS84위도_도(undefined undefined undefined undefined )	위치(좌표계WGS84)경도_도	위치(좌표계WGS84)위도_도분	위치(좌표계WGS84)경도_도분	위치(좌표계WGS84)위도_도분초	위치(좌표계WGS84)경도_도분초	함량(%)_모래	함량(%)_실트	함량(%)_점토
70	73	K76	N 37.58127°	E 126.3382°	N 37° 35.302'	E 126° 20.011'	N 37° 34' 52.5720"	E 126° 20' 1.5200"	60.4	28.93	10.67
71	74	K77	N 37.57725°	E 126.3304°	N 37° 34.635'	E 126° 19.826'	N 37° 34' 38.0999"	E 126° 19' 49.4399"	81.38	13.38	5.24
72	75	K78	N 37.57025°	E 126.3292°	N 37° 34.215'	E 126° 19.752'	N 37° 34' 12.9000"	E 126° 19' 45.1200"	84.57	11.82	3.61
73	76	K79	N 37.56295°	E 126.3353°	N 37° 33.777'	E 126° 20.120'	N 37° 33' 46.6200"	E 126° 20' 7.0800"	73.13	19.52	7.35
74	77	K80	N 37.58747°	E 126.3204°	N 37° 35.248'	E 126° 19.222'	N 37° 35' 14.8920"	E 126° 19' 13.4400"	97.87	2.13	0.0
75	78	K81	N 37.57865°	E 126.3194°	N 37° 34.719'	E 126° 19.162'	N 37° 34' 43.1400"	E 126° 19' 9.8400"	98.89	1.11	0.0
76	79	K82	N 37.57203°	E 126.3187°	N 37° 34.322'	E 126° 19.124'	N 37° 34' 19.3079"	E 126° 19' 7.3200"	99.02	0.98	0.0
77	8	K10	N 37.57748°	E 126.4954°	N 37° 34.649'	E 126° 29.726'	N 37° 34' 38.9280"	E 126° 29' 43.4400"	5.98	65.51	28.51
78	80	K83	N 37.56270°	E 126.3192°	N 37° 33.762'	E 126° 19.154'	N 37° 33' 45.7199"	E 126° 19' 9.1199"	99.08	0.92	0.0
79	9	K11	N 37.57218°	E 126.4964°	N 37° 34.331'	E 126° 29.785'	N 37° 34' 19.8480"	E 126° 29' 47.0399"	7.44	61.8	30.76

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Space Separator

Other Punctuation

Other Symbol

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Space Separator

Other Punctuation

Other Symbol

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Space Separator

Uppercase Letter

Other Symbol

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Space Separator

Uppercase Letter

Other Symbol

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories