gimi9 Pandas Profiling

Dataset statistics

Number of variables	30
Number of observations	3482
Missing cells	43896
Missing cells (%)	42.0%
Duplicate rows	4
Duplicate rows (%)	0.1%
Total size in memory	840.0 KiB
Average record size in memory	247.0 B

Variable types

Categorical	8
Text	15
Numeric	7

Dataset

Description	국토안전관리원에서 시설물을 대상으로 철근탐사 시험을 한 데이터입니다. 시설물 구분은 교량, 터널, 댐, 항만, 하천, 상하수도 입니다. 주철근, 배력철근, 수직근, 수평근, 띠철근 평가결과 데이터를 제공드립니다. 데이터 값 공란사유 : 데이터 미집계(시험결과 및 보고서 입력방법에 따라 데이터 미집계로 인한 공란발생)
Author	국토안전관리원
URL	https://www.data.go.kr/data/15111008/fileData.do

Alerts

`종별` has constant value ""	Constant
Dataset has 4 (0.1%) duplicate rows	Duplicates
`수직근_설계도면_피복두께(mm)` has a high cardinality: 51 distinct values	High cardinality
`주철근_설계도면_배근간격(mm)` is highly imbalanced (53.0%)	Imbalance
`배력철근_설계도면_배근간격(mm)` is highly imbalanced (56.7%)	Imbalance
`수직근_설계도면_피복두께(mm)` is highly imbalanced (57.6%)	Imbalance
`수평근_설계도면_배근간격(mm)` is highly imbalanced (55.9%)	Imbalance
`띠철근_설계도면_배근간격(mm)` is highly imbalanced (81.5%)	Imbalance
`주철근_측정결과_피복두께(mm)` has 1941 (55.7%) missing values	Missing
`주철근_측정결과_배근간격부터(mm)` has 1949 (56.0%) missing values	Missing
`주철근_측정결과_배근간격까지(mm)` has 1948 (55.9%) missing values	Missing
`주철근_설계도면_피복두께(mm)` has 2000 (57.4%) missing values	Missing
`배력철근_측정결과_피복두께(mm)` has 2168 (62.3%) missing values	Missing
`배력철근_측정결과_배근간격부터(mm)` has 2185 (62.8%) missing values	Missing
`배력철근_측정결과_배근간격까지(mm)` has 2187 (62.8%) missing values	Missing
`배력철근_설계도면_피복두께(mm)` has 2234 (64.2%) missing values	Missing
`수직근_측정결과_피복두께(mm)` has 1581 (45.4%) missing values	Missing
`수직근_측정결과_배근간격부터(mm)` has 1581 (45.4%) missing values	Missing
`수직근_측정결과_배근간격까지(mm)` has 1579 (45.3%) missing values	Missing
`수직근_설계도면_배근간격(mm)` has 2142 (61.5%) missing values	Missing
`수평근_측정결과_피복두께(mm)` has 1769 (50.8%) missing values	Missing
`수평근_측정결과_배근간격부터(mm)` has 1783 (51.2%) missing values	Missing
`수평근_측정결과_배근간격까지(mm)` has 1803 (51.8%) missing values	Missing
`수평근_설계도면_피복두께(mm)` has 2340 (67.2%) missing values	Missing
`띠철근_측정결과_피복두께(mm)` has 3170 (91.0%) missing values	Missing
`띠철근_측정결과_배근간격부터(mm)` has 3170 (91.0%) missing values	Missing
`띠철근_측정결과_배근간격까지(mm)` has 3170 (91.0%) missing values	Missing
`띠철근_설계도면_피복두께(mm)` has 3196 (91.8%) missing values	Missing

Reproduction

Analysis started	2023-12-12 19:20:49.634031
Analysis finished	2023-12-12 19:20:50.498459
Duration	0.86 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시설물구분
Categorical

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	27.3 KiB

교량	1535
상하수도	1050
터널	625
댐	160
하천	64

Length

Max length	4
Median length	2
Mean length	2.5571511
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	터널
2nd row	터널
3rd row	터널
4th row	터널
5th row	터널

Common Values

Value	Count	Frequency (%)
교량	1535	44.1%
상하수도	1050	30.2%
터널	625	17.9%
댐	160	4.6%
하천	64	1.8%
항만	48	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
교량	1535	44.1%
상하수도	1050	30.2%
터널	625	17.9%
댐	160	4.6%
하천	64	1.8%
항만	48	1.4%

시설물종류
Categorical

Distinct	10
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	27.3 KiB

도로교량	1279
광역상수도	1050
철도터널	356
도로터널	269
철도교량	256
Other values (5)	272

Length

Max length	5
Median length	4
Mean length	4.2952326
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	철도터널
2nd row	철도터널
3rd row	철도터널
4th row	철도터널
5th row	철도터널

Common Values

Value	Count	Frequency (%)
도로교량	1279	36.7%
광역상수도	1050	30.2%
철도터널	356	10.2%
도로터널	269	7.7%
철도교량	256	7.4%
다목적댐	82	2.4%
하구둑	64	1.8%
계류시설	48	1.4%
용수전용댐	42	1.2%
발전용댐	36	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
도로교량	1279	36.7%
광역상수도	1050	30.2%
철도터널	356	10.2%
도로터널	269	7.7%
철도교량	256	7.4%
다목적댐	82	2.4%
하구둑	64	1.8%
계류시설	48	1.4%
용수전용댐	42	1.2%
발전용댐	36	1.0%

종별
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.3 KiB

1종	3482

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1종
2nd row	1종
3rd row	1종
4th row	1종
5th row	1종

Common Values

Value	Count	Frequency (%)
1종	3482	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1종	3482	100.0%

시설물번호
Text

Distinct	75
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	27.3 KiB

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	20892
Distinct characters	21
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	0 ?
Unique (%)	0.0%

Sample

1st row	TU0002
2nd row	TU0002
3rd row	TU0002
4th row	TU0002
5th row	TU0002

Value	Count	Frequency (%)
br0009	293	8.4%
ws0001	255	7.3%
ws0009	210	6.0%
ws0002	180	5.2%
br0005	151	4.3%
br0016	136	3.9%
ws0005	121	3.5%
ws0003	116	3.3%
br0007	114	3.3%
br0015	111	3.2%
Other values (65)	1795	51.6%

Most occurring characters

Value	Count	Frequency (%)
0	9331	44.7%
B	1550	7.4%
R	1535	7.3%
1	1404	6.7%
W	1041	5.0%
S	1041	5.0%
T	625	3.0%
U	625	3.0%
2	621	3.0%
9	610	2.9%
Other values (11)	2509	12.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	13928	66.7%
Uppercase Letter	6964	33.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
B	1550	22.3%
R	1535	22.0%
W	1041	14.9%
S	1041	14.9%
T	625	9.0%
U	625	9.0%
D	218	3.1%
A	169	2.4%
E	64	0.9%
H	48	0.7%

Decimal Number

Value	Count	Frequency (%)
0	9331	67.0%
1	1404	10.1%
2	621	4.5%
9	610	4.4%
5	475	3.4%
3	442	3.2%
6	326	2.3%
7	315	2.3%
8	210	1.5%
4	194	1.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	13928	66.7%
Latin	6964	33.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
B	1550	22.3%
R	1535	22.0%
W	1041	14.9%
S	1041	14.9%
T	625	9.0%
U	625	9.0%
D	218	3.1%
A	169	2.4%
E	64	0.9%
H	48	0.7%

Common

Value	Count	Frequency (%)
0	9331	67.0%
1	1404	10.1%
2	621	4.5%
9	610	4.4%
5	475	3.4%
3	442	3.2%
6	326	2.3%
7	315	2.3%
8	210	1.5%
4	194	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20892	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9331	44.7%
B	1550	7.4%
R	1535	7.3%
1	1404	6.7%
W	1041	5.0%
S	1041	5.0%
T	625	3.0%
U	625	3.0%
2	621	3.0%
9	610	2.9%
Other values (11)	2509	12.0%

세부위치
Text

Distinct	3215
Distinct (%)	92.3%
Missing	0
Missing (%)	0.0%
Memory size	27.3 KiB

Length

Max length	46
Median length	36
Mean length	17.250718
Min length	2

Characters and Unicode

Total characters	60067
Distinct characters	307
Distinct categories	14 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

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

Unique

Unique	3126 ?
Unique (%)	89.8%

Sample

1st row	17k575 RW
2nd row	17k580 LW
3rd row	18k060 LW
4th row	18k065 LW
5th row	18k070 LW

Value	Count	Frequency (%)
상부구조	226	2.0%
하부구조	203	1.8%
좌측벽체	187	1.6%
여과지	187	1.6%
전면벽체	183	1.6%
본선	177	1.5%
rw	175	1.5%
청주정수장	166	1.4%
lw	161	1.4%
우측벽체	154	1.3%
Other values (2863)	9685	84.2%

Most occurring characters

Value	Count	Frequency (%)
	8110	13.5%
1	2310	3.8%
-	2210	3.7%
2	1651	2.7%
(	1498	2.5%
)	1497	2.5%
0	1402	2.3%
부	1386	2.3%
3	1145	1.9%
지	1135	1.9%
Other values (297)	37723	62.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	28186	46.9%
Decimal Number	10534	17.5%
Space Separator	8110	13.5%
Uppercase Letter	5733	9.5%
Dash Punctuation	2210	3.7%
Open Punctuation	1498	2.5%
Close Punctuation	1497	2.5%
Lowercase Letter	1028	1.7%
Math Symbol	656	1.1%
Other Punctuation	586	1.0%
Other values (4)	29	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	1386	4.9%
지	1135	4.0%
수	1061	3.8%
벽	940	3.3%
구	918	3.3%
체	903	3.2%
측	900	3.2%
정	832	3.0%
장	788	2.8%
면	746	2.6%
Other values (222)	18577	65.9%

Uppercase Letter

Value	Count	Frequency (%)
S	989	17.3%
R	800	14.0%
W	662	11.5%
P	653	11.4%
L	464	8.1%
C	391	6.8%
A	325	5.7%
B	311	5.4%
F	202	3.5%
M	197	3.4%
Other values (13)	739	12.9%

Lowercase Letter

Value	Count	Frequency (%)
k	219	21.3%
a	197	19.2%
m	197	19.2%
p	118	11.5%
t	102	9.9%
e	38	3.7%
b	38	3.7%
g	35	3.4%
n	35	3.4%
i	10	1.0%
Other values (9)	39	3.8%

Decimal Number

Value	Count	Frequency (%)
1	2310	21.9%
2	1651	15.7%
0	1402	13.3%
3	1145	10.9%
5	955	9.1%
4	888	8.4%
6	648	6.2%
8	551	5.2%
7	547	5.2%
9	437	4.1%

Other Punctuation

Value	Count	Frequency (%)
.	401	68.4%
#	67	11.4%
·	44	7.5%
,	43	7.3%
'	21	3.6%
/	9	1.5%
&	1	0.2%

Other Number

Value	Count	Frequency (%)
②	4	36.4%
①	3	27.3%
③	2	18.2%
⑥	1	9.1%
④	1	9.1%

Math Symbol

Value	Count	Frequency (%)
+	418	63.7%
~	151	23.0%
∼	86	13.1%
\|	1	0.2%

Space Separator

Value	Count	Frequency (%)
	8110	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2210	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1498	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1497	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	11	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	4	100.0%

Other Symbol

Value	Count	Frequency (%)
°	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	28186	46.9%
Common	25120	41.8%
Latin	6761	11.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1386	4.9%
지	1135	4.0%
수	1061	3.8%
벽	940	3.3%
구	918	3.3%
체	903	3.2%
측	900	3.2%
정	832	3.0%
장	788	2.8%
면	746	2.6%
Other values (222)	18577	65.9%

Latin

Value	Count	Frequency (%)
S	989	14.6%
R	800	11.8%
W	662	9.8%
P	653	9.7%
L	464	6.9%
C	391	5.8%
A	325	4.8%
B	311	4.6%
k	219	3.2%
F	202	3.0%
Other values (32)	1745	25.8%

Common

Value	Count	Frequency (%)
	8110	32.3%
1	2310	9.2%
-	2210	8.8%
2	1651	6.6%
(	1498	6.0%
)	1497	6.0%
0	1402	5.6%
3	1145	4.6%
5	955	3.8%
4	888	3.5%
Other values (23)	3454	13.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31737	52.8%
Hangul	28186	46.9%
Math Operators	86	0.1%
None	47	0.1%
Enclosed Alphanum	11	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8110	25.6%
1	2310	7.3%
-	2210	7.0%
2	1651	5.2%
(	1498	4.7%
)	1497	4.7%
0	1402	4.4%
3	1145	3.6%
S	989	3.1%
5	955	3.0%
Other values (57)	9970	31.4%

Hangul

Value	Count	Frequency (%)
부	1386	4.9%
지	1135	4.0%
수	1061	3.8%
벽	940	3.3%
구	918	3.3%
체	903	3.2%
측	900	3.2%
정	832	3.0%
장	788	2.8%
면	746	2.6%
Other values (222)	18577	65.9%

Math Operators

Value	Count	Frequency (%)
∼	86	100.0%

None

Value	Count	Frequency (%)
·	44	93.6%
°	3	6.4%

Enclosed Alphanum

Value	Count	Frequency (%)
②	4	36.4%
①	3	27.3%
③	2	18.2%
⑥	1	9.1%
④	1	9.1%

주철근_측정결과_피복두께(mm)
Text

MISSING

Distinct	718
Distinct (%)	46.6%
Missing	1941
Missing (%)	55.7%
Memory size	27.3 KiB

Length

Max length	7
Median length	6
Mean length	3.7514601
Min length	1

Characters and Unicode

Total characters	5781
Distinct characters	14
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

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

Unique

Unique	506 ?
Unique (%)	32.8%

Sample

1st row	67
2nd row	43
3rd row	50
4th row	45
5th row	64

Value	Count	Frequency (%)
41	35	2.3%
28	33	2.1%
30	32	2.1%
49	25	1.6%
32	24	1.6%
46	24	1.6%
44	22	1.4%
42	21	1.4%
43	21	1.4%
48	20	1.3%
Other values (707)	1286	83.3%

Most occurring characters

Value	Count	Frequency (%)
1	987	17.1%
4	651	11.3%
3	591	10.2%
~	567	9.8%
5	479	8.3%
2	456	7.9%
8	421	7.3%
6	397	6.9%
0	393	6.8%
7	393	6.8%
Other values (4)	446	7.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5091	88.1%
Math Symbol	609	10.5%
Other Punctuation	79	1.4%
Space Separator	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	987	19.4%
4	651	12.8%
3	591	11.6%
5	479	9.4%
2	456	9.0%
8	421	8.3%
6	397	7.8%
0	393	7.7%
7	393	7.7%
9	323	6.3%

Math Symbol

Value	Count	Frequency (%)
~	567	93.1%
∼	42	6.9%

Other Punctuation

Value	Count	Frequency (%)
.	79	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5781	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	987	17.1%
4	651	11.3%
3	591	10.2%
~	567	9.8%
5	479	8.3%
2	456	7.9%
8	421	7.3%
6	397	6.9%
0	393	6.8%
7	393	6.8%
Other values (4)	446	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5739	99.3%
Math Operators	42	0.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	987	17.2%
4	651	11.3%
3	591	10.3%
~	567	9.9%
5	479	8.3%
2	456	7.9%
8	421	7.3%
6	397	6.9%
0	393	6.8%
7	393	6.8%
Other values (3)	404	7.0%

Math Operators

Value	Count	Frequency (%)
∼	42	100.0%

주철근_측정결과_배근간격부터(mm)
Real number (ℝ)

MISSING

Distinct	249
Distinct (%)	16.2%
Missing	1949
Missing (%)	56.0%
Infinite	0
Infinite (%)	0.0%
Mean	150.26595

Minimum	50
Maximum	500
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	30.7 KiB

Quantile statistics

Minimum	50
5-th percentile	87
Q1	105
median	136
Q3	178
95-th percentile	255
Maximum	500
Range	450
Interquartile range (IQR)	73

Descriptive statistics

Standard deviation	62.299758
Coefficient of variation (CV)	0.41459664
Kurtosis	5.6475883
Mean	150.26595
Median Absolute Deviation (MAD)	34
Skewness	1.9543266
Sum	230357.7
Variance	3881.2599
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180.0	61	1.8%
100.0	46	1.3%
170.0	45	1.3%
125.0	44	1.3%
140.0	39	1.1%
120.0	33	0.9%
95.0	32	0.9%
150.0	31	0.9%
90.0	29	0.8%
190.0	27	0.8%
Other values (239)	1146	32.9%
(Missing)	1949	56.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50.0	1	< 0.1%
60.0	1	< 0.1%
65.0	2	0.1%
66.0	1	< 0.1%
67.0	2	0.1%
70.0	5	0.1%
71.0	1	< 0.1%
72.0	2	0.1%
75.0	12	0.3%
76.0	1	< 0.1%

Value	Count	Frequency (%)
500.0	2	0.1%
492.0	1	< 0.1%
490.0	2	0.1%
480.0	1	< 0.1%
470.0	1	< 0.1%
400.0	5	0.1%
398.0	2	0.1%
395.0	3	0.1%
394.0	2	0.1%
393.0	1	< 0.1%

주철근_측정결과_배근간격까지(mm)
Real number (ℝ)

MISSING

Distinct	252
Distinct (%)	16.4%
Missing	1948
Missing (%)	55.9%
Infinite	0
Infinite (%)	0.0%
Mean	165.40495

Minimum	70
Maximum	510
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	30.7 KiB

Quantile statistics

Minimum	70
5-th percentile	98
Q1	123
median	150
Q3	200
95-th percentile	266.7
Maximum	510
Range	440
Interquartile range (IQR)	77

Descriptive statistics

Standard deviation	63.167623
Coefficient of variation (CV)	0.3818968
Kurtosis	4.8772859
Mean	165.40495
Median Absolute Deviation (MAD)	35
Skewness	1.8017374
Sum	253731.2
Variance	3990.1485
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
210.0	53	1.5%
150.0	53	1.5%
125.0	51	1.5%
200.0	44	1.3%
140.0	43	1.2%
120.0	35	1.0%
145.0	33	0.9%
130.0	33	0.9%
160.0	32	0.9%
220.0	31	0.9%
Other values (242)	1126	32.3%
(Missing)	1948	55.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
70.0	1	< 0.1%
82.0	1	< 0.1%
85.0	2	0.1%
87.0	1	< 0.1%
88.0	1	< 0.1%
89.0	1	< 0.1%
90.0	3	0.1%
91.0	6	0.2%
91.7	1	< 0.1%
92.0	7	0.2%

Value	Count	Frequency (%)
510.0	1	< 0.1%
501.0	1	< 0.1%
500.0	1	< 0.1%
490.0	4	0.1%
420.0	1	< 0.1%
418.0	1	< 0.1%
415.0	1	< 0.1%
409.0	2	0.1%
408.0	1	< 0.1%
405.0	1	< 0.1%

주철근_설계도면_피복두께(mm)
Text

MISSING

Distinct	68
Distinct (%)	4.6%
Missing	2000
Missing (%)	57.4%
Memory size	27.3 KiB

Length

Max length	10
Median length	2
Mean length	2.9696356
Min length	2

Characters and Unicode

Total characters	4401
Distinct characters	22
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	9 ?
Unique (%)	0.6%

Sample

1st row	42
2nd row	42
3rd row	42
4th row	42
5th row	42

Value	Count	Frequency (%)
42	206	13.9%
40.5	115	7.8%
50	113	7.6%
40	109	7.3%
25	86	5.8%
100	78	5.3%
60	71	4.8%
108	63	4.2%
37.5	62	4.2%
39	56	3.8%
Other values (59)	524	35.3%

Most occurring characters

Value	Count	Frequency (%)
0	834	19.0%
5	697	15.8%
4	629	14.3%
.	490	11.1%
2	478	10.9%
1	417	9.5%
3	272	6.2%
8	163	3.7%
9	134	3.0%
6	116	2.6%
Other values (12)	171	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3855	87.6%
Other Punctuation	490	11.1%
Math Symbol	46	1.0%
Other Letter	9	0.2%
Space Separator	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	834	21.6%
5	697	18.1%
4	629	16.3%
2	478	12.4%
1	417	10.8%
3	272	7.1%
8	163	4.2%
9	134	3.5%
6	116	3.0%
7	115	3.0%

Other Letter

Value	Count	Frequency (%)
준	1	11.1%
공	1	11.1%
도	1	11.1%
면	1	11.1%
상	1	11.1%
무	1	11.1%
근	1	11.1%
구	1	11.1%
간	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
.	490	100.0%

Math Symbol

Value	Count	Frequency (%)
~	46	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4392	99.8%
Hangul	9	0.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	834	19.0%
5	697	15.9%
4	629	14.3%
.	490	11.2%
2	478	10.9%
1	417	9.5%
3	272	6.2%
8	163	3.7%
9	134	3.1%
6	116	2.6%
Other values (3)	162	3.7%

Hangul

Value	Count	Frequency (%)
준	1	11.1%
공	1	11.1%
도	1	11.1%
면	1	11.1%
상	1	11.1%
무	1	11.1%
근	1	11.1%
구	1	11.1%
간	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4392	99.8%
Hangul	9	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	834	19.0%
5	697	15.9%
4	629	14.3%
.	490	11.2%
2	478	10.9%
1	417	9.5%
3	272	6.2%
8	163	3.7%
9	134	3.1%
6	116	2.6%
Other values (3)	162	3.7%

Hangul

Value	Count	Frequency (%)
준	1	11.1%
공	1	11.1%
도	1	11.1%
면	1	11.1%
상	1	11.1%
무	1	11.1%
근	1	11.1%
구	1	11.1%
간	1	11.1%

주철근_설계도면_배근간격(mm)
Categorical

IMBALANCE

Distinct	29
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	27.3 KiB

<NA>	1948
100	434
150	355
125	238
200	145
Other values (24)	362

Length

Max length	10
Median length	4
Mean length	3.5738082
Min length	2

Unique

Unique	9 ?
Unique (%)	0.3%

Sample

1st row	100
2nd row	100
3rd row	100
4th row	100
5th row	100

Common Values

Value	Count	Frequency (%)
<NA>	1948	55.9%
100	434	12.5%
150	355	10.2%
125	238	6.8%
200	145	4.2%
250	115	3.3%
190	103	3.0%
300	42	1.2%
400	24	0.7%
154	12	0.3%
Other values (19)	66	1.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1948	55.9%
100	434	12.5%
150	355	10.2%
125	238	6.8%
200	145	4.2%
250	115	3.3%
190	103	3.0%
300	42	1.2%
400	24	0.7%
154	12	0.3%
Other values (20)	67	1.9%

배력철근_측정결과_피복두께(mm)
Text

MISSING

Distinct	632
Distinct (%)	48.1%
Missing	2168
Missing (%)	62.3%
Memory size	27.3 KiB

Length

Max length	8
Median length	7
Mean length	3.7161339
Min length	1

Characters and Unicode

Total characters	4883
Distinct characters	15
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

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

Unique

Unique	459 ?
Unique (%)	34.9%

Sample

1st row	67
2nd row	43
3rd row	50
4th row	45
5th row	64

Value	Count	Frequency (%)
48	42	3.2%
46	28	2.1%
44	22	1.7%
52	21	1.6%
63	20	1.5%
50	19	1.4%
58	17	1.3%
64	17	1.3%
56	16	1.2%
55	16	1.2%
Other values (610)	1109	83.6%

Most occurring characters

Value	Count	Frequency (%)
1	814	16.7%
5	537	11.0%
~	474	9.7%
6	435	8.9%
4	408	8.4%
3	380	7.8%
2	371	7.6%
7	358	7.3%
8	354	7.2%
0	334	6.8%
Other values (5)	418	8.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4302	88.1%
Math Symbol	516	10.6%
Other Punctuation	52	1.1%
Space Separator	13	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	814	18.9%
5	537	12.5%
6	435	10.1%
4	408	9.5%
3	380	8.8%
2	371	8.6%
7	358	8.3%
8	354	8.2%
0	334	7.8%
9	311	7.2%

Math Symbol

Value	Count	Frequency (%)
~	474	91.9%
∼	42	8.1%

Other Punctuation

Value	Count	Frequency (%)
.	51	98.1%
,	1	1.9%

Space Separator

Value	Count	Frequency (%)
	13	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4883	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	814	16.7%
5	537	11.0%
~	474	9.7%
6	435	8.9%
4	408	8.4%
3	380	7.8%
2	371	7.6%
7	358	7.3%
8	354	7.2%
0	334	6.8%
Other values (5)	418	8.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4841	99.1%
Math Operators	42	0.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	814	16.8%
5	537	11.1%
~	474	9.8%
6	435	9.0%
4	408	8.4%
3	380	7.8%
2	371	7.7%
7	358	7.4%
8	354	7.3%
0	334	6.9%
Other values (4)	376	7.8%

Math Operators

Value	Count	Frequency (%)
∼	42	100.0%

배력철근_측정결과_배근간격부터(mm)
Text

MISSING

Distinct	258
Distinct (%)	19.9%
Missing	2185
Missing (%)	62.8%
Memory size	27.3 KiB

Length

Max length	10
Median length	3
Mean length	2.9838088
Min length	1

Characters and Unicode

Total characters	3870
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	82 ?
Unique (%)	6.3%

Sample

1st row	147
2nd row	292
3rd row	296
4th row	293
5th row	287

Value	Count	Frequency (%)
180	59	4.5%
200	39	3.0%
170	33	2.5%
160	33	2.5%
190	32	2.5%
150	29	2.2%
147	21	1.6%
140	20	1.5%
153	19	1.5%
148	16	1.2%
Other values (248)	997	76.8%

Most occurring characters

Value	Count	Frequency (%)
1	909	23.5%
2	570	14.7%
0	545	14.1%
5	386	10.0%
8	285	7.4%
9	277	7.2%
3	262	6.8%
4	242	6.3%
7	222	5.7%
6	148	3.8%
Other values (3)	24	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3846	99.4%
Other Punctuation	23	0.6%
Space Separator	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	909	23.6%
2	570	14.8%
0	545	14.2%
5	386	10.0%
8	285	7.4%
9	277	7.2%
3	262	6.8%
4	242	6.3%
7	222	5.8%
6	148	3.8%

Other Punctuation

Value	Count	Frequency (%)
.	22	95.7%
,	1	4.3%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3870	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	909	23.5%
2	570	14.7%
0	545	14.1%
5	386	10.0%
8	285	7.4%
9	277	7.2%
3	262	6.8%
4	242	6.3%
7	222	5.7%
6	148	3.8%
Other values (3)	24	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3870	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	909	23.5%
2	570	14.7%
0	545	14.1%
5	386	10.0%
8	285	7.4%
9	277	7.2%
3	262	6.8%
4	242	6.3%
7	222	5.7%
6	148	3.8%
Other values (3)	24	0.6%

배력철근_측정결과_배근간격까지(mm)
Text

MISSING

Distinct	258
Distinct (%)	19.9%
Missing	2187
Missing (%)	62.8%
Memory size	27.3 KiB

Length

Max length	10
Median length	3
Mean length	3.034749
Min length	2

Characters and Unicode

Total characters	3930
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	70 ?
Unique (%)	5.4%

Sample

1st row	147
2nd row	292
3rd row	296
4th row	293
5th row	287

Value	Count	Frequency (%)
200	81	6.2%
210	46	3.5%
220	32	2.5%
150	25	1.9%
125	20	1.5%
155	20	1.5%
140	17	1.3%
153	16	1.2%
190	15	1.2%
250	15	1.2%
Other values (248)	1009	77.9%

Most occurring characters

Value	Count	Frequency (%)
1	836	21.3%
2	797	20.3%
0	633	16.1%
5	399	10.2%
3	313	8.0%
9	221	5.6%
4	220	5.6%
8	182	4.6%
7	176	4.5%
6	126	3.2%
Other values (3)	27	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3903	99.3%
Other Punctuation	26	0.7%
Space Separator	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	836	21.4%
2	797	20.4%
0	633	16.2%
5	399	10.2%
3	313	8.0%
9	221	5.7%
4	220	5.6%
8	182	4.7%
7	176	4.5%
6	126	3.2%

Other Punctuation

Value	Count	Frequency (%)
.	25	96.2%
,	1	3.8%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3930	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	836	21.3%
2	797	20.3%
0	633	16.1%
5	399	10.2%
3	313	8.0%
9	221	5.6%
4	220	5.6%
8	182	4.6%
7	176	4.5%
6	126	3.2%
Other values (3)	27	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3930	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	836	21.3%
2	797	20.3%
0	633	16.1%
5	399	10.2%
3	313	8.0%
9	221	5.6%
4	220	5.6%
8	182	4.6%
7	176	4.5%
6	126	3.2%
Other values (3)	27	0.7%

배력철근_설계도면_피복두께(mm)
Text

MISSING

Distinct	63
Distinct (%)	5.0%
Missing	2234
Missing (%)	64.2%
Memory size	27.3 KiB

Length

Max length	12
Median length	2
Mean length	2.9270833
Min length	2

Characters and Unicode

Total characters	3653
Distinct characters	23
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	12 ?
Unique (%)	1.0%

Sample

1st row	42
2nd row	42
3rd row	42
4th row	42
5th row	42

Value	Count	Frequency (%)
58	120	9.6%
50	117	9.4%
42	100	8.0%
44	68	5.4%
59.5	51	4.1%
92	51	4.1%
60	51	4.1%
40.5	50	4.0%
48	49	3.9%
80	46	3.7%
Other values (53)	547	43.8%

Most occurring characters

Value	Count	Frequency (%)
5	842	23.0%
.	430	11.8%
4	423	11.6%
0	406	11.1%
9	292	8.0%
8	253	6.9%
2	243	6.7%
1	236	6.5%
6	225	6.2%
7	125	3.4%
Other values (13)	178	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3165	86.6%
Other Punctuation	431	11.8%
Math Symbol	46	1.3%
Other Letter	9	0.2%
Space Separator	2	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	842	26.6%
4	423	13.4%
0	406	12.8%
9	292	9.2%
8	253	8.0%
2	243	7.7%
1	236	7.5%
6	225	7.1%
7	125	3.9%
3	120	3.8%

Other Letter

Value	Count	Frequency (%)
준	1	11.1%
공	1	11.1%
도	1	11.1%
면	1	11.1%
상	1	11.1%
무	1	11.1%
근	1	11.1%
구	1	11.1%
간	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
.	430	99.8%
,	1	0.2%

Math Symbol

Value	Count	Frequency (%)
~	46	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3644	99.8%
Hangul	9	0.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	842	23.1%
.	430	11.8%
4	423	11.6%
0	406	11.1%
9	292	8.0%
8	253	6.9%
2	243	6.7%
1	236	6.5%
6	225	6.2%
7	125	3.4%
Other values (4)	169	4.6%

Hangul

Value	Count	Frequency (%)
준	1	11.1%
공	1	11.1%
도	1	11.1%
면	1	11.1%
상	1	11.1%
무	1	11.1%
근	1	11.1%
구	1	11.1%
간	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3644	99.8%
Hangul	9	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	842	23.1%
.	430	11.8%
4	423	11.6%
0	406	11.1%
9	292	8.0%
8	253	6.9%
2	243	6.7%
1	236	6.5%
6	225	6.2%
7	125	3.4%
Other values (4)	169	4.6%

Hangul

Value	Count	Frequency (%)
준	1	11.1%
공	1	11.1%
도	1	11.1%
면	1	11.1%
상	1	11.1%
무	1	11.1%
근	1	11.1%
구	1	11.1%
간	1	11.1%

배력철근_설계도면_배근간격(mm)
Categorical

IMBALANCE

Distinct	36
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	27.3 KiB

<NA>	2175
200	371
150	267
300	153
250	88
Other values (31)	428

Length

Max length	10
Median length	4
Mean length	3.7050546
Min length	2

Unique

Unique	6 ?
Unique (%)	0.2%

Sample

1st row	150
2nd row	300
3rd row	300
4th row	300
5th row	300

Common Values

Value	Count	Frequency (%)
<NA>	2175	62.5%
200	371	10.7%
150	267	7.7%
300	153	4.4%
250	88	2.5%
100	84	2.4%
125	69	2.0%
275	47	1.3%
290	40	1.1%
125_250	24	0.7%
Other values (26)	164	4.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	2175	62.4%
200	371	10.7%
150	267	7.7%
300	153	4.4%
250	88	2.5%
100	84	2.4%
125	69	2.0%
275	47	1.3%
290	40	1.1%
125_250	24	0.7%
Other values (27)	165	4.7%

수직근_측정결과_피복두께(mm)
Text

MISSING

Distinct	393
Distinct (%)	20.7%
Missing	1581
Missing (%)	45.4%
Memory size	27.3 KiB

Length

Max length	8
Median length	2
Mean length	2.8437664
Min length	2

Characters and Unicode

Total characters	5406
Distinct characters	15
Distinct categories	5 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

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

Unique

Unique	231 ?
Unique (%)	12.2%

Sample

1st row	74
2nd row	70
3rd row	53
4th row	94
5th row	57

Value	Count	Frequency (%)
79	38	2.0%
73	37	1.9%
72	31	1.6%
71	30	1.6%
82	30	1.6%
74	30	1.6%
55	27	1.4%
56	26	1.4%
75	26	1.4%
89	25	1.3%
Other values (380)	1601	84.2%

Most occurring characters

Value	Count	Frequency (%)
1	1041	19.3%
5	534	9.9%
0	533	9.9%
7	518	9.6%
8	477	8.8%
6	433	8.0%
9	428	7.9%
4	416	7.7%
2	387	7.2%
3	328	6.1%
Other values (5)	311	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5095	94.2%
Math Symbol	302	5.6%
Other Punctuation	6	0.1%
Dash Punctuation	2	< 0.1%
Space Separator	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1041	20.4%
5	534	10.5%
0	533	10.5%
7	518	10.2%
8	477	9.4%
6	433	8.5%
9	428	8.4%
4	416	8.2%
2	387	7.6%
3	328	6.4%

Math Symbol

Value	Count	Frequency (%)
~	283	93.7%
∼	19	6.3%

Other Punctuation

Value	Count	Frequency (%)
.	6	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5406	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1041	19.3%
5	534	9.9%
0	533	9.9%
7	518	9.6%
8	477	8.8%
6	433	8.0%
9	428	7.9%
4	416	7.7%
2	387	7.2%
3	328	6.1%
Other values (5)	311	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5387	99.6%
Math Operators	19	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1041	19.3%
5	534	9.9%
0	533	9.9%
7	518	9.6%
8	477	8.9%
6	433	8.0%
9	428	7.9%
4	416	7.7%
2	387	7.2%
3	328	6.1%
Other values (4)	292	5.4%

Math Operators

Value	Count	Frequency (%)
∼	19	100.0%

수직근_측정결과_배근간격부터(mm)
Text

MISSING

Distinct	266
Distinct (%)	14.0%
Missing	1581
Missing (%)	45.4%
Memory size	27.3 KiB

Length

Max length	5
Median length	3
Mean length	2.9300368
Min length	2

Characters and Unicode

Total characters	5570
Distinct characters	13
Distinct categories	3 ?
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	77 ?
Unique (%)	4.1%

Sample

1st row	176
2nd row	215
3rd row	174
4th row	128
5th row	201

Value	Count	Frequency (%)
200	72	3.8%
180	67	3.5%
150	57	3.0%
190	55	2.9%
100	51	2.7%
130	50	2.6%
140	45	2.4%
170	41	2.2%
120	38	2.0%
160	31	1.6%
Other values (256)	1394	73.3%

Most occurring characters

Value	Count	Frequency (%)
1	1412	25.4%
0	1055	18.9%
2	772	13.9%
9	396	7.1%
5	391	7.0%
8	380	6.8%
3	356	6.4%
4	290	5.2%
7	277	5.0%
6	229	4.1%
Other values (3)	12	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5558	99.8%
Other Letter	8	0.1%
Other Punctuation	4	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1412	25.4%
0	1055	19.0%
2	772	13.9%
9	396	7.1%
5	391	7.0%
8	380	6.8%
3	356	6.4%
4	290	5.2%
7	277	5.0%
6	229	4.1%

Other Letter

Value	Count	Frequency (%)
무	4	50.0%
근	4	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5562	99.9%
Hangul	8	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1412	25.4%
0	1055	19.0%
2	772	13.9%
9	396	7.1%
5	391	7.0%
8	380	6.8%
3	356	6.4%
4	290	5.2%
7	277	5.0%
6	229	4.1%

Hangul

Value	Count	Frequency (%)
무	4	50.0%
근	4	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5562	99.9%
Hangul	8	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1412	25.4%
0	1055	19.0%
2	772	13.9%
9	396	7.1%
5	391	7.0%
8	380	6.8%
3	356	6.4%
4	290	5.2%
7	277	5.0%
6	229	4.1%

Hangul

Value	Count	Frequency (%)
무	4	50.0%
근	4	50.0%

수직근_측정결과_배근간격까지(mm)
Text

MISSING

Distinct	286
Distinct (%)	15.0%
Missing	1579
Missing (%)	45.3%
Memory size	27.3 KiB

Length

Max length	5
Median length	3
Mean length	2.982659
Min length	2

Characters and Unicode

Total characters	5676
Distinct characters	13
Distinct categories	3 ?
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	84 ?
Unique (%)	4.4%

Sample

1st row	176
2nd row	215
3rd row	174
4th row	128
5th row	201

Value	Count	Frequency (%)
200	75	3.9%
210	74	3.9%
150	50	2.6%
220	43	2.3%
160	41	2.2%
120	40	2.1%
130	36	1.9%
170	34	1.8%
190	34	1.8%
140	31	1.6%
Other values (276)	1445	75.9%

Most occurring characters

Value	Count	Frequency (%)
1	1313	23.1%
0	1071	18.9%
2	1061	18.7%
3	468	8.2%
5	393	6.9%
9	327	5.8%
4	293	5.2%
8	260	4.6%
6	240	4.2%
7	238	4.2%
Other values (3)	12	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5664	99.8%
Other Letter	8	0.1%
Other Punctuation	4	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1313	23.2%
0	1071	18.9%
2	1061	18.7%
3	468	8.3%
5	393	6.9%
9	327	5.8%
4	293	5.2%
8	260	4.6%
6	240	4.2%
7	238	4.2%

Other Letter

Value	Count	Frequency (%)
무	4	50.0%
근	4	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5668	99.9%
Hangul	8	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1313	23.2%
0	1071	18.9%
2	1061	18.7%
3	468	8.3%
5	393	6.9%
9	327	5.8%
4	293	5.2%
8	260	4.6%
6	240	4.2%
7	238	4.2%

Hangul

Value	Count	Frequency (%)
무	4	50.0%
근	4	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5668	99.9%
Hangul	8	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1313	23.2%
0	1071	18.9%
2	1061	18.7%
3	468	8.3%
5	393	6.9%
9	327	5.8%
4	293	5.2%
8	260	4.6%
6	240	4.2%
7	238	4.2%

Hangul

Value	Count	Frequency (%)
무	4	50.0%
근	4	50.0%

수직근_설계도면_피복두께(mm)
Categorical

HIGH CARDINALITY IMBALANCE

Distinct	51
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	27.3 KiB

<NA>	2214
50	250
100	238
80	134
108	110
Other values (46)	536

Length

Max length	11
Median length	4
Mean length	3.4698449
Min length	2

Unique

Unique	7 ?
Unique (%)	0.2%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	2214	63.6%
50	250	7.2%
100	238	6.8%
80	134	3.8%
108	110	3.2%
75	80	2.3%
84	59	1.7%
116	56	1.6%
42	44	1.3%
58	32	0.9%
Other values (41)	265	7.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	2214	63.6%
50	250	7.2%
100	238	6.8%
80	134	3.8%
108	110	3.2%
75	80	2.3%
84	59	1.7%
116	56	1.6%
42	44	1.3%
58	32	0.9%
Other values (41)	265	7.6%

수직근_설계도면_배근간격(mm)
Real number (ℝ)

MISSING

Distinct	23
Distinct (%)	1.7%
Missing	2142
Missing (%)	61.5%
Infinite	0
Infinite (%)	0.0%
Mean	191.50448

Minimum	100
Maximum	500
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	30.7 KiB

Quantile statistics

Minimum	100
5-th percentile	100
Q1	150
median	200
Q3	200
95-th percentile	300
Maximum	500
Range	400
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	71.412543
Coefficient of variation (CV)	0.37290273
Kurtosis	3.7771734
Mean	191.50448
Median Absolute Deviation (MAD)	50
Skewness	1.4762485
Sum	256616
Variance	5099.7513
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
200	580	16.7%
150	223	6.4%
100	149	4.3%
300	144	4.1%
125	102	2.9%
250	42	1.2%
400	19	0.5%
500	18	0.5%
194	12	0.3%
102	12	0.3%
Other values (13)	39	1.1%
(Missing)	2142	61.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100	149	4.3%
102	12	0.3%
105	11	0.3%
110	3	0.1%
120	2	0.1%
124	3	0.1%
125	102	2.9%
132	9	0.3%
133	1	< 0.1%
139	2	0.1%

Value	Count	Frequency (%)
500	18	0.5%
400	19	0.5%
350	1	< 0.1%
300	144	4.1%
285	3	0.1%
280	1	< 0.1%
250	42	1.2%
200	580	16.7%
194	12	0.3%
186	1	< 0.1%

수평근_측정결과_피복두께(mm)
Text

MISSING

Distinct	344
Distinct (%)	20.1%
Missing	1769
Missing (%)	50.8%
Memory size	27.3 KiB

Length

Max length	7
Median length	2
Mean length	2.8674839
Min length	2

Characters and Unicode

Total characters	4912
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

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

Unique

Unique	200 ?
Unique (%)	11.7%

Sample

1st row	66
2nd row	65
3rd row	47
4th row	85
5th row	52

Value	Count	Frequency (%)
92	28	1.6%
107	28	1.6%
96	27	1.6%
87	27	1.6%
73	26	1.5%
94	24	1.4%
100	24	1.4%
50	23	1.3%
85	22	1.3%
88	22	1.3%
Other values (334)	1462	85.3%

Most occurring characters

Value	Count	Frequency (%)
1	949	19.3%
0	541	11.0%
9	460	9.4%
5	458	9.3%
8	413	8.4%
7	412	8.4%
4	410	8.3%
6	388	7.9%
2	316	6.4%
3	278	5.7%
Other values (3)	287	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4625	94.2%
Math Symbol	282	5.7%
Other Punctuation	5	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	949	20.5%
0	541	11.7%
9	460	9.9%
5	458	9.9%
8	413	8.9%
7	412	8.9%
4	410	8.9%
6	388	8.4%
2	316	6.8%
3	278	6.0%

Math Symbol

Value	Count	Frequency (%)
~	262	92.9%
∼	20	7.1%

Other Punctuation

Value	Count	Frequency (%)
.	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4912	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	949	19.3%
0	541	11.0%
9	460	9.4%
5	458	9.3%
8	413	8.4%
7	412	8.4%
4	410	8.3%
6	388	7.9%
2	316	6.4%
3	278	5.7%
Other values (3)	287	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4892	99.6%
Math Operators	20	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	949	19.4%
0	541	11.1%
9	460	9.4%
5	458	9.4%
8	413	8.4%
7	412	8.4%
4	410	8.4%
6	388	7.9%
2	316	6.5%
3	278	5.7%
Other values (2)	267	5.5%

Math Operators

Value	Count	Frequency (%)
∼	20	100.0%

수평근_측정결과_배근간격부터(mm)
Text

MISSING

Distinct	278
Distinct (%)	16.4%
Missing	1783
Missing (%)	51.2%
Memory size	27.3 KiB

Length

Max length	5
Median length	3
Mean length	2.9693938
Min length	1

Characters and Unicode

Total characters	5045
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	82 ?
Unique (%)	4.8%

Sample

1st row	158
2nd row	148
3rd row	174
4th row	137
5th row	189

Value	Count	Frequency (%)
180	48	2.8%
150	45	2.7%
170	44	2.6%
200	39	2.3%
160	39	2.3%
140	37	2.2%
300	32	1.9%
130	32	1.9%
190	31	1.8%
100	27	1.6%
Other values (267)	1324	78.0%

Most occurring characters

Value	Count	Frequency (%)
1	1116	22.1%
0	942	18.7%
2	780	15.5%
3	391	7.8%
5	381	7.6%
9	320	6.3%
8	310	6.1%
7	278	5.5%
4	277	5.5%
6	247	4.9%
Other values (2)	3	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5042	99.9%
Other Punctuation	2	< 0.1%
Space Separator	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1116	22.1%
0	942	18.7%
2	780	15.5%
3	391	7.8%
5	381	7.6%
9	320	6.3%
8	310	6.1%
7	278	5.5%
4	277	5.5%
6	247	4.9%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5045	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1116	22.1%
0	942	18.7%
2	780	15.5%
3	391	7.8%
5	381	7.6%
9	320	6.3%
8	310	6.1%
7	278	5.5%
4	277	5.5%
6	247	4.9%
Other values (2)	3	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5045	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1116	22.1%
0	942	18.7%
2	780	15.5%
3	391	7.8%
5	381	7.6%
9	320	6.3%
8	310	6.1%
7	278	5.5%
4	277	5.5%
6	247	4.9%
Other values (2)	3	0.1%

수평근_측정결과_배근간격까지(mm)
Real number (ℝ)

MISSING

Distinct	291
Distinct (%)	17.3%
Missing	1803
Missing (%)	51.8%
Infinite	0
Infinite (%)	0.0%
Mean	225.7975

Minimum	60
Maximum	803
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	30.7 KiB

Quantile statistics

Minimum	60
5-th percentile	120
Q1	161.5
median	207
Q3	280
95-th percentile	370
Maximum	803
Range	743
Interquartile range (IQR)	118.5

Descriptive statistics

Standard deviation	88.551688
Coefficient of variation (CV)	0.39217303
Kurtosis	5.3419594
Mean	225.7975
Median Absolute Deviation (MAD)	49
Skewness	1.6945344
Sum	379114
Variance	7841.4015
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
200.0	60	1.7%
210.0	45	1.3%
160.0	43	1.2%
300.0	36	1.0%
150.0	33	0.9%
220.0	33	0.9%
130.0	32	0.9%
170.0	31	0.9%
305.0	23	0.7%
190.0	23	0.7%
Other values (281)	1320	37.9%
(Missing)	1803	51.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
60.0	1	< 0.1%
69.0	1	< 0.1%
70.0	1	< 0.1%
71.0	1	< 0.1%
73.0	1	< 0.1%
80.0	3	0.1%
85.0	1	< 0.1%
88.0	1	< 0.1%
90.0	4	0.1%
96.0	1	< 0.1%

Value	Count	Frequency (%)
803.0	1	< 0.1%
777.0	1	< 0.1%
776.0	1	< 0.1%
761.0	1	< 0.1%
650.0	1	< 0.1%
635.0	1	< 0.1%
608.0	2	0.1%
590.0	1	< 0.1%
570.0	1	< 0.1%
560.0	1	< 0.1%

수평근_설계도면_피복두께(mm)
Text

MISSING

Distinct	56
Distinct (%)	4.9%
Missing	2340
Missing (%)	67.2%
Memory size	27.3 KiB

Length

Max length	10
Median length	2
Mean length	2.4781086
Min length	2

Characters and Unicode

Total characters	2830
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
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 (%)	1.0%

Sample

1st row	50
2nd row	50
3rd row	50
4th row	50
5th row	50

Value	Count	Frequency (%)
100	228	20.0%
50	215	18.8%
80	134	11.7%
75	87	7.6%
94	56	4.9%
58	44	3.9%
42	32	2.8%
40	27	2.4%
116	25	2.2%
92	25	2.2%
Other values (46)	269	23.6%

Most occurring characters

Value	Count	Frequency (%)
0	930	32.9%
5	497	17.6%
1	413	14.6%
8	195	6.9%
9	170	6.0%
7	155	5.5%
4	155	5.5%
.	94	3.3%
2	91	3.2%
6	88	3.1%
Other values (2)	42	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2726	96.3%
Other Punctuation	94	3.3%
Math Symbol	10	0.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	930	34.1%
5	497	18.2%
1	413	15.2%
8	195	7.2%
9	170	6.2%
7	155	5.7%
4	155	5.7%
2	91	3.3%
6	88	3.2%
3	32	1.2%

Other Punctuation

Value	Count	Frequency (%)
.	94	100.0%

Math Symbol

Value	Count	Frequency (%)
~	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2830	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	930	32.9%
5	497	17.6%
1	413	14.6%
8	195	6.9%
9	170	6.0%
7	155	5.5%
4	155	5.5%
.	94	3.3%
2	91	3.2%
6	88	3.1%
Other values (2)	42	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2830	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	930	32.9%
5	497	17.6%
1	413	14.6%
8	195	6.9%
9	170	6.0%
7	155	5.5%
4	155	5.5%
.	94	3.3%
2	91	3.2%
6	88	3.1%
Other values (2)	42	1.5%

수평근_설계도면_배근간격(mm)
Categorical

IMBALANCE

Distinct	17
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	27.3 KiB

<NA>	2267
200	539
300	234
150	179
400	67
Other values (12)	196

Length

Max length	7
Median length	4
Mean length	3.6858128
Min length	3

Unique

Unique	4 ?
Unique (%)	0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	2267	65.1%
200	539	15.5%
300	234	6.7%
150	179	5.1%
400	67	1.9%
250	62	1.8%
350	34	1.0%
150_300	24	0.7%
125	24	0.7%
500	17	0.5%
Other values (7)	35	1.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	2267	65.1%
200	539	15.5%
300	234	6.7%
150	179	5.1%
400	67	1.9%
250	62	1.8%
350	34	1.0%
125	24	0.7%
150_300	24	0.7%
500	17	0.5%
Other values (7)	35	1.0%

띠철근_측정결과_피복두께(mm)
Text

MISSING

Distinct	195
Distinct (%)	62.5%
Missing	3170
Missing (%)	91.0%
Memory size	27.3 KiB

Length

Max length	7
Median length	2
Mean length	3.4358974
Min length	2

Characters and Unicode

Total characters	1072
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	145 ?
Unique (%)	46.5%

Sample

1st row	52
2nd row	56
3rd row	52
4th row	30
5th row	56

Value	Count	Frequency (%)
96	8	2.6%
88	7	2.2%
78	7	2.2%
89	7	2.2%
56	7	2.2%
53	7	2.2%
82	6	1.9%
70	6	1.9%
52	6	1.9%
76	6	1.9%
Other values (185)	245	78.5%

Most occurring characters

Value	Count	Frequency (%)
1	161	15.0%
8	125	11.7%
6	100	9.3%
7	98	9.1%
5	94	8.8%
~	93	8.7%
9	90	8.4%
0	85	7.9%
4	81	7.6%
3	58	5.4%
Other values (2)	87	8.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	946	88.2%
Math Symbol	93	8.7%
Other Punctuation	33	3.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	161	17.0%
8	125	13.2%
6	100	10.6%
7	98	10.4%
5	94	9.9%
9	90	9.5%
0	85	9.0%
4	81	8.6%
3	58	6.1%
2	54	5.7%

Math Symbol

Value	Count	Frequency (%)
~	93	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	33	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1072	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	161	15.0%
8	125	11.7%
6	100	9.3%
7	98	9.1%
5	94	8.8%
~	93	8.7%
9	90	8.4%
0	85	7.9%
4	81	7.6%
3	58	5.4%
Other values (2)	87	8.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1072	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	161	15.0%
8	125	11.7%
6	100	9.3%
7	98	9.1%
5	94	8.8%
~	93	8.7%
9	90	8.4%
0	85	7.9%
4	81	7.6%
3	58	5.4%
Other values (2)	87	8.1%

띠철근_측정결과_배근간격부터(mm)
Real number (ℝ)

MISSING

Distinct	144
Distinct (%)	46.2%
Missing	3170
Missing (%)	91.0%
Infinite	0
Infinite (%)	0.0%
Mean	183.54391

Minimum	43
Maximum	400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	30.7 KiB

Quantile statistics

Minimum	43
5-th percentile	85
Q1	130
median	155
Q3	253.475
95-th percentile	310.45
Maximum	400
Range	357
Interquartile range (IQR)	123.475

Descriptive statistics

Standard deviation	75.251837
Coefficient of variation (CV)	0.40999365
Kurtosis	-0.90346679
Mean	183.54391
Median Absolute Deviation (MAD)	50
Skewness	0.43271873
Sum	57265.7
Variance	5662.839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
150.0	18	0.5%
130.0	11	0.3%
140.0	10	0.3%
100.0	8	0.2%
203.0	8	0.2%
145.0	7	0.2%
135.0	7	0.2%
290.0	7	0.2%
125.0	6	0.2%
260.0	6	0.2%
Other values (134)	224	6.4%
(Missing)	3170	91.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
43.0	1	< 0.1%
49.0	1	< 0.1%
55.0	1	< 0.1%
60.0	1	< 0.1%
64.0	1	< 0.1%
67.0	1	< 0.1%
70.0	2	0.1%
80.0	5	0.1%
84.0	1	< 0.1%
85.0	5	0.1%

Value	Count	Frequency (%)
400.0	1	< 0.1%
373.0	1	< 0.1%
339.0	1	< 0.1%
330.0	1	< 0.1%
324.0	1	< 0.1%
320.0	1	< 0.1%
318.0	1	< 0.1%
316.0	1	< 0.1%
315.0	1	< 0.1%
314.0	2	0.1%

띠철근_측정결과_배근간격까지(mm)
Real number (ℝ)

MISSING

Distinct	147
Distinct (%)	47.1%
Missing	3170
Missing (%)	91.0%
Infinite	0
Infinite (%)	0.0%
Mean	197.94455

Minimum	24
Maximum	436
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	30.7 KiB

Quantile statistics

Minimum	24
5-th percentile	100
Q1	151.7
median	179.5
Q3	260
95-th percentile	315
Maximum	436
Range	412
Interquartile range (IQR)	108.3

Descriptive statistics

Standard deviation	71.821596
Coefficient of variation (CV)	0.36283695
Kurtosis	-0.50303736
Mean	197.94455
Median Absolute Deviation (MAD)	50.5
Skewness	0.48713525
Sum	61758.7
Variance	5158.3417
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
160.0	21	0.6%
170.0	16	0.5%
204.0	7	0.2%
100.0	7	0.2%
165.0	7	0.2%
110.0	7	0.2%
300.0	7	0.2%
102.0	6	0.2%
145.0	5	0.1%
162.0	5	0.1%
Other values (137)	224	6.4%
(Missing)	3170	91.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24.0	1	< 0.1%
96.0	2	0.1%
97.0	2	0.1%
98.0	3	0.1%
99.0	4	0.1%
100.0	7	0.2%
101.0	4	0.1%
102.0	6	0.2%
103.0	1	< 0.1%
105.0	3	0.1%

Value	Count	Frequency (%)
436.0	1	< 0.1%
400.0	1	< 0.1%
373.0	1	< 0.1%
357.0	1	< 0.1%
346.0	1	< 0.1%
339.0	1	< 0.1%
337.0	1	< 0.1%
335.0	1	< 0.1%
330.0	1	< 0.1%
320.0	1	< 0.1%

띠철근_설계도면_피복두께(mm)
Real number (ℝ)

MISSING

Distinct	26
Distinct (%)	9.1%
Missing	3196
Missing (%)	91.8%
Infinite	0
Infinite (%)	0.0%
Mean	86.494755

Minimum	37.5
Maximum	142
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	30.7 KiB

Quantile statistics

Minimum	37.5
5-th percentile	50
Q1	74.5
median	92
Q3	92
95-th percentile	115
Maximum	142
Range	104.5
Interquartile range (IQR)	17.5

Descriptive statistics

Standard deviation	17.758985
Coefficient of variation (CV)	0.20531864
Kurtosis	1.3168478
Mean	86.494755
Median Absolute Deviation (MAD)	6.5
Skewness	-0.083961532
Sum	24737.5
Variance	315.38155
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
92.0	113	3.2%
100.0	30	0.9%
50.0	21	0.6%
71.0	17	0.5%
74.5	13	0.4%
115.0	12	0.3%
90.5	12	0.3%
69.5	10	0.3%
81.0	8	0.2%
89.0	8	0.2%
Other values (16)	42	1.2%
(Missing)	3196	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37.5	1	< 0.1%
48.0	2	0.1%
50.0	21	0.6%
59.0	4	0.1%
60.0	2	0.1%
65.0	1	< 0.1%
67.0	2	0.1%
68.0	1	< 0.1%
68.5	1	< 0.1%
69.5	10	0.3%

Value	Count	Frequency (%)
142.0	6	0.2%
115.0	12	0.3%
110.0	2	0.1%
105.0	2	0.1%
100.0	30	0.9%
97.0	1	< 0.1%
92.0	113	3.2%
91.0	6	0.2%
90.5	12	0.3%
90.0	3	0.1%

띠철근_설계도면_배근간격(mm)
Categorical

IMBALANCE

Distinct	10
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	27.3 KiB

<NA>	3196
150	86
100	61
200	58
250	35
Other values (5)	46

Length

Max length	7
Median length	4
Mean length	3.9316485
Min length	3

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	3196	91.8%
150	86	2.5%
100	61	1.8%
200	58	1.7%
250	35	1.0%
300	27	0.8%
150_300	12	0.3%
125	4	0.1%
400	2	0.1%
140	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3196	91.8%
150	86	2.5%
100	61	1.8%
200	58	1.7%
250	35	1.0%
300	27	0.8%
150_300	12	0.3%
125	4	0.1%
400	2	0.1%
140	1	< 0.1%

First rows
Last rows

	시설물구분	시설물종류	종별	시설물번호	세부위치	주철근_측정결과_피복두께(mm)	주철근_측정결과_배근간격부터(mm)	주철근_측정결과_배근간격까지(mm)	주철근_설계도면_피복두께(mm)	주철근_설계도면_배근간격(mm)	배력철근_측정결과_피복두께(mm)	배력철근_측정결과_배근간격부터(mm)	배력철근_측정결과_배근간격까지(mm)	배력철근_설계도면_피복두께(mm)	배력철근_설계도면_배근간격(mm)	수직근_측정결과_피복두께(mm)	수직근_측정결과_배근간격부터(mm)	수직근_측정결과_배근간격까지(mm)	수직근_설계도면_피복두께(mm)	수직근_설계도면_배근간격(mm)	수평근_측정결과_피복두께(mm)	수평근_측정결과_배근간격부터(mm)	수평근_측정결과_배근간격까지(mm)	수평근_설계도면_피복두께(mm)	수평근_설계도면_배근간격(mm)	띠철근_측정결과_피복두께(mm)	띠철근_측정결과_배근간격부터(mm)	띠철근_측정결과_배근간격까지(mm)	띠철근_설계도면_피복두께(mm)	띠철근_설계도면_배근간격(mm)
0	터널	철도터널	1종	TU0002	17k575 RW	67	104.0	104.0	42	100	67	147	147	42	150	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	터널	철도터널	1종	TU0002	17k580 LW	43	106.0	106.0	42	100	43	292	292	42	300	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	터널	철도터널	1종	TU0002	18k060 LW	50	95.0	95.0	42	100	50	296	296	42	300	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	터널	철도터널	1종	TU0002	18k065 LW	45	105.0	105.0	42	100	45	293	293	42	300	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	터널	철도터널	1종	TU0002	18k070 LW	64	94.0	94.0	42	100	64	287	287	42	300	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	터널	철도터널	1종	TU0002	18k080 LW	44	98.0	98.0	42	100	44	307	307	42	300	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	터널	철도터널	1종	TU0002	17k545 RW	54	105.0	105.0	42	100	54	287	287	42	300	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	터널	철도터널	1종	TU0002	18k030 LW	46	95.0	95.0	42	100	46	210	210	42	300	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	터널	철도터널	1종	TU0002	18k030 RW	49	109.0	109.0	42	100	49	281	281	42	300	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	터널	철도터널	1종	TU0002	18k040 RW	57	101.0	101.0	42	100	57	286	286	42	300	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	시설물구분	시설물종류	종별	시설물번호	세부위치	주철근_측정결과_피복두께(mm)	주철근_측정결과_배근간격부터(mm)	주철근_측정결과_배근간격까지(mm)	주철근_설계도면_피복두께(mm)	주철근_설계도면_배근간격(mm)	배력철근_측정결과_피복두께(mm)	배력철근_측정결과_배근간격부터(mm)	배력철근_측정결과_배근간격까지(mm)	배력철근_설계도면_피복두께(mm)	배력철근_설계도면_배근간격(mm)	수직근_측정결과_피복두께(mm)	수직근_측정결과_배근간격부터(mm)	수직근_측정결과_배근간격까지(mm)	수직근_설계도면_피복두께(mm)	수직근_설계도면_배근간격(mm)	수평근_측정결과_피복두께(mm)	수평근_측정결과_배근간격부터(mm)	수평근_측정결과_배근간격까지(mm)	수평근_설계도면_피복두께(mm)	수평근_설계도면_배근간격(mm)	띠철근_측정결과_피복두께(mm)	띠철근_측정결과_배근간격부터(mm)	띠철근_측정결과_배근간격까지(mm)	띠철근_설계도면_피복두께(mm)	띠철근_설계도면_배근간격(mm)
3472	교량	도로교량	1종	BR0016	고정대교(부산) 하부구조 P3기둥	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	90	120	120	84	125	71	145	<NA>	65	150_300	<NA>	<NA>	<NA>	<NA>	<NA>
3473	교량	도로교량	1종	BR0016	고정대교(부산) 하부구조 P4기둥	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	87	128	128	84	125	69	290	<NA>	65	150_300	<NA>	<NA>	<NA>	<NA>	<NA>
3474	교량	도로교량	1종	BR0016	고정대교(부산) 하부구조 P5기둥	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	88	115	115	84	125	74	148	<NA>	65	150_300	<NA>	<NA>	<NA>	<NA>	<NA>
3475	교량	도로교량	1종	BR0016	고정대교(부산) 하부구조 P6기둥	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	87	128	128	84	125	61	145	<NA>	65	150_300	<NA>	<NA>	<NA>	<NA>	<NA>
3476	교량	도로교량	1종	BR0016	고정대교(부산) 하부구조 P7기둥	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	93	125	125	84	125	59	153	<NA>	65	150_300	<NA>	<NA>	<NA>	<NA>	<NA>
3477	교량	도로교량	1종	BR0016	고정대교(부산) 하부구조 P8기둥	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	83	130	130	84	125	72	140	<NA>	65	150_300	<NA>	<NA>	<NA>	<NA>	<NA>
3478	교량	도로교량	1종	BR0016	고정대교(부산) 하부구조 P9기둥	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	75	115	115	84	125	56	145	<NA>	65	150_300	<NA>	<NA>	<NA>	<NA>	<NA>
3479	교량	도로교량	1종	BR0016	고정대교(부산) 하부구조 P10기둥	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	81	120	120	84	125	69	298	<NA>	65	150_300	<NA>	<NA>	<NA>	<NA>	<NA>
3480	교량	도로교량	1종	BR0016	고정대교(부산) 하부구조 P11기둥	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	79	125	125	84	125	60	140	<NA>	65	150_300	<NA>	<NA>	<NA>	<NA>	<NA>
3481	교량	도로교량	1종	BR0016	고정대교(부산) 하부구조 P12기둥	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	85	127	127	84	125	64	293	<NA>	65	150_300	<NA>	<NA>	<NA>	<NA>	<NA>

Most frequently occurring

	시설물구분	시설물종류	종별	시설물번호	세부위치	주철근_측정결과_피복두께(mm)	주철근_측정결과_배근간격부터(mm)	주철근_측정결과_배근간격까지(mm)	주철근_설계도면_피복두께(mm)	주철근_설계도면_배근간격(mm)	배력철근_측정결과_피복두께(mm)	배력철근_측정결과_배근간격부터(mm)	배력철근_측정결과_배근간격까지(mm)	배력철근_설계도면_피복두께(mm)	배력철근_설계도면_배근간격(mm)	수직근_측정결과_피복두께(mm)	수직근_측정결과_배근간격부터(mm)	수직근_측정결과_배근간격까지(mm)	수직근_설계도면_피복두께(mm)	수직근_설계도면_배근간격(mm)	수평근_측정결과_피복두께(mm)	수평근_측정결과_배근간격부터(mm)	수평근_측정결과_배근간격까지(mm)	수평근_설계도면_피복두께(mm)	수평근_설계도면_배근간격(mm)	띠철근_측정결과_피복두께(mm)	띠철근_측정결과_배근간격부터(mm)	띠철근_측정결과_배근간격까지(mm)	띠철근_설계도면_피복두께(mm)	띠철근_설계도면_배근간격(mm)	# duplicates
0	상하수도	광역상수도	1종	WS0008	2단계 광주 D-2 10+7.90 M002 전면벽체	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	73	216	216	50	200	51	213	213.0	50	200	<NA>	<NA>	<NA>	<NA>	<NA>	2
1	상하수도	광역상수도	1종	WS0008	2단계 광주 D-2 106+26.20 M007 전면벽체	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	70	210	210	50	200	52	206	206.0	50	200	<NA>	<NA>	<NA>	<NA>	<NA>	2
2	상하수도	광역상수도	1종	WS0008	2단계 광주 D-2 130+22.80 M004 우측벽체	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	48	205	205	50	200	50	206	206.0	50	200	<NA>	<NA>	<NA>	<NA>	<NA>	2
3	상하수도	광역상수도	1종	WS0008	2단계 광주 D-2 136+36.60 A005 전면벽체	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	54	210	210	50	200	52	217	217.0	50	200	<NA>	<NA>	<NA>	<NA>	<NA>	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

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

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Other Number

Math Symbol

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Connector Punctuation

Modifier Symbol

Other Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Math Operators

None

Enclosed Alphanum

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Math Symbol

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Math Operators

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Other Punctuation

Math Symbol

Space Separator

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block