gimi9 Pandas Profiling

Dataset statistics

Number of variables	23
Number of observations	4576
Missing cells	4416
Missing cells (%)	4.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	844.7 KiB
Average record size in memory	189.0 B

Variable types

Categorical	4
Text	18
Numeric	1

Dataset

Description	1992년부터 2010년까지 국가기술자격 종목, 연도, 성별 교부자 및 취득자수 통계에 대한 정보를 제공합니다.
URL	https://www.data.go.kr/data/15120657/fileData.do

Alerts

`Y2008년` is highly imbalanced (67.1%)	Imbalance
`Y2009년` is highly imbalanced (67.1%)	Imbalance
`Y2010년` is highly imbalanced (67.1%)	Imbalance
`Y1992년` has 276 (6.0%) missing values	Missing
`Y1993년` has 276 (6.0%) missing values	Missing
`Y1994년` has 276 (6.0%) missing values	Missing
`Y1995년` has 276 (6.0%) missing values	Missing
`Y1996년` has 276 (6.0%) missing values	Missing
`Y1997년` has 276 (6.0%) missing values	Missing
`Y1998년` has 276 (6.0%) missing values	Missing
`Y1999년` has 276 (6.0%) missing values	Missing
`Y2000년` has 276 (6.0%) missing values	Missing
`Y2001년` has 276 (6.0%) missing values	Missing
`Y2002년` has 276 (6.0%) missing values	Missing
`Y2003년` has 276 (6.0%) missing values	Missing
`Y2004년` has 276 (6.0%) missing values	Missing
`Y2005년` has 276 (6.0%) missing values	Missing
`Y2006년` has 276 (6.0%) missing values	Missing
`Y2007년` has 276 (6.0%) missing values	Missing

Reproduction

Analysis started	2023-12-12 20:35:15.516566
Analysis finished	2023-12-12 20:35:16.662938
Duration	1.15 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

교부취득자구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.9 KiB

1	2288
2	2288

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	2288	50.0%
2	2288	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2288	50.0%
2	2288	50.0%

구분
Text

Distinct	648
Distinct (%)	14.2%
Missing	0
Missing (%)	0.0%
Memory size	35.9 KiB

Length

Max length	13
Median length	10
Mean length	8.5568182
Min length	3

Characters and Unicode

Total characters	39156
Distinct characters	317
Distinct categories	8 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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	분야계 계
2nd row	여
3rd row	[ 통신 ]
4th row	정보통신 계
5th row	여

Value	Count	Frequency (%)
여	2150	27.7%
계	2150	27.7%
	508	6.5%
분야계	254	3.3%
비파괴검사	46	0.6%
기계	38	0.5%
정비	34	0.4%
전기	28	0.4%
건설기계	20	0.3%
조리	20	0.3%
Other values (601)	2526	32.5%

Most occurring characters

Value	Count	Frequency (%)
	24130	61.6%
계	2614	6.7%
여	2150	5.5%
기	416	1.1%
분	284	0.7%
야	270	0.7%
공	262	0.7%
[	254	0.6%
]	254	0.6%
전	248	0.6%
Other values (307)	8274	21.1%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	24130	61.6%
Other Letter	14016	35.8%
Open Punctuation	452	1.2%
Close Punctuation	452	1.2%
Decimal Number	48	0.1%
Uppercase Letter	26	0.1%
Other Punctuation	18	< 0.1%
Dash Punctuation	14	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
계	2614	18.7%
여	2150	15.3%
기	416	3.0%
분	284	2.0%
야	270	1.9%
공	262	1.9%
전	248	1.8%
제	236	1.7%
조	224	1.6%
사	198	1.4%
Other values (282)	7114	50.8%

Uppercase Letter

Value	Count	Frequency (%)
S	4	15.4%
M	4	15.4%
T	4	15.4%
G	2	7.7%
B	2	7.7%
A	2	7.7%
D	2	7.7%
C	2	7.7%
E	2	7.7%
F	2	7.7%

Decimal Number

Value	Count	Frequency (%)
8	14	29.2%
2	14	29.2%
1	8	16.7%
3	4	8.3%
4	4	8.3%
6	2	4.2%
5	2	4.2%

Open Punctuation

Value	Count	Frequency (%)
[	254	56.2%
(	198	43.8%

Close Punctuation

Value	Count	Frequency (%)
]	254	56.2%
)	198	43.8%

Other Punctuation

Value	Count	Frequency (%)
,	10	55.6%
.	8	44.4%

Space Separator

Value	Count	Frequency (%)
	24130	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	25114	64.1%
Hangul	14016	35.8%
Latin	26	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
계	2614	18.7%
여	2150	15.3%
기	416	3.0%
분	284	2.0%
야	270	1.9%
공	262	1.9%
전	248	1.8%
제	236	1.7%
조	224	1.6%
사	198	1.4%
Other values (282)	7114	50.8%

Common

Value	Count	Frequency (%)
	24130	96.1%
[	254	1.0%
]	254	1.0%
(	198	0.8%
)	198	0.8%
-	14	0.1%
8	14	0.1%
2	14	0.1%
,	10	< 0.1%
1	8	< 0.1%
Other values (5)	20	0.1%

Latin

Value	Count	Frequency (%)
S	4	15.4%
M	4	15.4%
T	4	15.4%
G	2	7.7%
B	2	7.7%
A	2	7.7%
D	2	7.7%
C	2	7.7%
E	2	7.7%
F	2	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	25140	64.2%
Hangul	14016	35.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	24130	96.0%
[	254	1.0%
]	254	1.0%
(	198	0.8%
)	198	0.8%
-	14	0.1%
8	14	0.1%
2	14	0.1%
,	10	< 0.1%
1	8	< 0.1%
Other values (15)	46	0.2%

Hangul

Value	Count	Frequency (%)
계	2614	18.7%
여	2150	15.3%
기	416	3.0%
분	284	2.0%
야	270	1.9%
공	262	1.9%
전	248	1.8%
제	236	1.7%
조	224	1.6%
사	198	1.4%
Other values (282)	7114	50.8%

순번
Text

Distinct	2288
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Memory size	35.9 KiB

Length

Max length	5
Median length	5
Mean length	4.0795455
Min length	1

Characters and Unicode

Total characters	18668
Distinct characters	11
Distinct categories	2 ?
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	0 ?
Unique (%)	0.0%

Sample

1st row	475
2nd row	476
3rd row	477
4th row	478
5th row	479

Value	Count	Frequency (%)
475	2	< 0.1%
1,498	2	< 0.1%
1,500	2	< 0.1%
1,493	2	< 0.1%
1,494	2	< 0.1%
1,495	2	< 0.1%
1,496	2	< 0.1%
1,497	2	< 0.1%
1,491	2	< 0.1%
1,490	2	< 0.1%
Other values (2278)	4556	99.6%

Most occurring characters

Value	Count	Frequency (%)
1	3518	18.8%
,	2578	13.8%
2	2074	11.1%
4	1318	7.1%
7	1318	7.1%
5	1318	7.1%
3	1318	7.1%
6	1318	7.1%
8	1316	7.0%
9	1296	6.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16090	86.2%
Other Punctuation	2578	13.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3518	21.9%
2	2074	12.9%
4	1318	8.2%
7	1318	8.2%
5	1318	8.2%
3	1318	8.2%
6	1318	8.2%
8	1316	8.2%
9	1296	8.1%
0	1296	8.1%

Other Punctuation

Value	Count	Frequency (%)
,	2578	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	18668	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3518	18.8%
,	2578	13.8%
2	2074	11.1%
4	1318	7.1%
7	1318	7.1%
5	1318	7.1%
3	1318	7.1%
6	1318	7.1%
8	1316	7.0%
9	1296	6.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18668	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3518	18.8%
,	2578	13.8%
2	2074	11.1%
4	1318	7.1%
7	1318	7.1%
5	1318	7.1%
3	1318	7.1%
6	1318	7.1%
8	1316	7.0%
9	1296	6.9%

등급구분
Real number (ℝ)

Distinct	7
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4916958

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	40.3 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	4
Q3	6
95-th percentile	7
Maximum	7
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.9441201
Coefficient of variation (CV)	0.43282543
Kurtosis	-1.0580024
Mean	4.4916958
Median Absolute Deviation (MAD)	2
Skewness	-0.32083156
Sum	20554
Variance	3.7796032
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
6	1206	26.4%
4	1096	24.0%
7	812	17.7%
3	652	14.2%
1	512	11.2%
2	236	5.2%
5	62	1.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	512	11.2%
2	236	5.2%
3	652	14.2%
4	1096	24.0%
5	62	1.4%
6	1206	26.4%
7	812	17.7%

Value	Count	Frequency (%)
7	812	17.7%
6	1206	26.4%
5	62	1.4%
4	1096	24.0%
3	652	14.2%
2	236	5.2%
1	512	11.2%

Y1992년
Text

MISSING

Distinct	1157
Distinct (%)	26.9%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	7
Median length	6
Mean length	2.2272093
Min length	1

Characters and Unicode

Total characters	9577
Distinct characters	11
Distinct categories	2 ?
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	853 ?
Unique (%)	19.8%

Sample

1st row	5,597
2nd row	65
3rd row	1,935
4th row	11
5th row	0

Value	Count	Frequency (%)
0	1428	33.2%
1	215	5.0%
2	130	3.0%
3	95	2.2%
5	55	1.3%
4	47	1.1%
7	44	1.0%
6	43	1.0%
8	41	1.0%
13	34	0.8%
Other values (1147)	2168	50.4%

Most occurring characters

Value	Count	Frequency (%)
0	1964	20.5%
1	1506	15.7%
2	1010	10.5%
3	849	8.9%
,	721	7.5%
4	688	7.2%
5	632	6.6%
6	622	6.5%
8	535	5.6%
7	533	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8856	92.5%
Other Punctuation	721	7.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1964	22.2%
1	1506	17.0%
2	1010	11.4%
3	849	9.6%
4	688	7.8%
5	632	7.1%
6	622	7.0%
8	535	6.0%
7	533	6.0%
9	517	5.8%

Other Punctuation

Value	Count	Frequency (%)
,	721	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9577	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1964	20.5%
1	1506	15.7%
2	1010	10.5%
3	849	8.9%
,	721	7.5%
4	688	7.2%
5	632	6.6%
6	622	6.5%
8	535	5.6%
7	533	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9577	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1964	20.5%
1	1506	15.7%
2	1010	10.5%
3	849	8.9%
,	721	7.5%
4	688	7.2%
5	632	6.6%
6	622	6.5%
8	535	5.6%
7	533	5.6%

Y1993년
Text

MISSING

Distinct	631
Distinct (%)	14.7%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	7
Median length	1
Mean length	1.5904651
Min length	1

Characters and Unicode

Total characters	6839
Distinct characters	11
Distinct categories	2 ?
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	428 ?
Unique (%)	10.0%

Sample

1st row	219
2nd row	26
3rd row	178
4th row	7
5th row	0

Value	Count	Frequency (%)
0	2379	55.3%
1	201	4.7%
2	113	2.6%
3	67	1.6%
4	56	1.3%
8	41	1.0%
5	40	0.9%
6	36	0.8%
7	33	0.8%
10	27	0.6%
Other values (621)	1307	30.4%

Most occurring characters

Value	Count	Frequency (%)
0	2640	38.6%
1	946	13.8%
2	628	9.2%
3	470	6.9%
4	386	5.6%
5	349	5.1%
6	344	5.0%
7	294	4.3%
8	280	4.1%
9	258	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6595	96.4%
Other Punctuation	244	3.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2640	40.0%
1	946	14.3%
2	628	9.5%
3	470	7.1%
4	386	5.9%
5	349	5.3%
6	344	5.2%
7	294	4.5%
8	280	4.2%
9	258	3.9%

Other Punctuation

Value	Count	Frequency (%)
,	244	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6839	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2640	38.6%
1	946	13.8%
2	628	9.2%
3	470	6.9%
4	386	5.6%
5	349	5.1%
6	344	5.0%
7	294	4.3%
8	280	4.1%
9	258	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6839	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2640	38.6%
1	946	13.8%
2	628	9.2%
3	470	6.9%
4	386	5.6%
5	349	5.1%
6	344	5.0%
7	294	4.3%
8	280	4.1%
9	258	3.8%

Y1994년
Text

MISSING

Distinct	633
Distinct (%)	14.7%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	6
Median length	1
Mean length	1.5883721
Min length	1

Characters and Unicode

Total characters	6830
Distinct characters	11
Distinct categories	2 ?
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	434 ?
Unique (%)	10.1%

Sample

1st row	89
2nd row	5
3rd row	249
4th row	10
5th row	0

Value	Count	Frequency (%)
0	2430	56.5%
1	155	3.6%
2	109	2.5%
3	69	1.6%
4	62	1.4%
6	45	1.0%
5	40	0.9%
7	37	0.9%
8	34	0.8%
16	28	0.7%
Other values (623)	1291	30.0%

Most occurring characters

Value	Count	Frequency (%)
0	2679	39.2%
1	858	12.6%
2	599	8.8%
3	447	6.5%
4	412	6.0%
6	346	5.1%
5	320	4.7%
8	320	4.7%
7	319	4.7%
9	281	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6581	96.4%
Other Punctuation	249	3.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2679	40.7%
1	858	13.0%
2	599	9.1%
3	447	6.8%
4	412	6.3%
6	346	5.3%
5	320	4.9%
8	320	4.9%
7	319	4.8%
9	281	4.3%

Other Punctuation

Value	Count	Frequency (%)
,	249	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6830	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2679	39.2%
1	858	12.6%
2	599	8.8%
3	447	6.5%
4	412	6.0%
6	346	5.1%
5	320	4.7%
8	320	4.7%
7	319	4.7%
9	281	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6830	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2679	39.2%
1	858	12.6%
2	599	8.8%
3	447	6.5%
4	412	6.0%
6	346	5.1%
5	320	4.7%
8	320	4.7%
7	319	4.7%
9	281	4.1%

Y1995년
Text

MISSING

Distinct	696
Distinct (%)	16.2%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	7
Median length	1
Mean length	1.6513953
Min length	1

Characters and Unicode

Total characters	7101
Distinct characters	11
Distinct categories	2 ?
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	492 ?
Unique (%)	11.4%

Sample

1st row	255
2nd row	20
3rd row	498
4th row	30
5th row	0

Value	Count	Frequency (%)
0	2276	52.9%
1	191	4.4%
3	108	2.5%
2	68	1.6%
5	48	1.1%
4	45	1.0%
8	45	1.0%
6	29	0.7%
9	27	0.6%
7	25	0.6%
Other values (686)	1438	33.4%

Most occurring characters

Value	Count	Frequency (%)
0	2592	36.5%
1	919	12.9%
2	638	9.0%
3	544	7.7%
4	401	5.6%
5	379	5.3%
7	368	5.2%
8	334	4.7%
6	334	4.7%
9	319	4.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6828	96.2%
Other Punctuation	273	3.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2592	38.0%
1	919	13.5%
2	638	9.3%
3	544	8.0%
4	401	5.9%
5	379	5.6%
7	368	5.4%
8	334	4.9%
6	334	4.9%
9	319	4.7%

Other Punctuation

Value	Count	Frequency (%)
,	273	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7101	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2592	36.5%
1	919	12.9%
2	638	9.0%
3	544	7.7%
4	401	5.6%
5	379	5.3%
7	368	5.2%
8	334	4.7%
6	334	4.7%
9	319	4.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7101	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2592	36.5%
1	919	12.9%
2	638	9.0%
3	544	7.7%
4	401	5.6%
5	379	5.3%
7	368	5.2%
8	334	4.7%
6	334	4.7%
9	319	4.5%

Y1996년
Text

MISSING

Distinct	673
Distinct (%)	15.7%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	7
Median length	1
Mean length	1.6574419
Min length	1

Characters and Unicode

Total characters	7127
Distinct characters	11
Distinct categories	2 ?
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	466 ?
Unique (%)	10.8%

Sample

1st row	215
2nd row	19
3rd row	286
4th row	15
5th row	0

Value	Count	Frequency (%)
0	2207	51.3%
1	193	4.5%
2	90	2.1%
3	85	2.0%
4	79	1.8%
5	56	1.3%
6	37	0.9%
10	32	0.7%
7	29	0.7%
9	29	0.7%
Other values (663)	1463	34.0%

Most occurring characters

Value	Count	Frequency (%)
0	2503	35.1%
1	919	12.9%
2	668	9.4%
3	511	7.2%
4	506	7.1%
5	405	5.7%
6	372	5.2%
7	351	4.9%
9	326	4.6%
8	283	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6844	96.0%
Other Punctuation	283	4.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2503	36.6%
1	919	13.4%
2	668	9.8%
3	511	7.5%
4	506	7.4%
5	405	5.9%
6	372	5.4%
7	351	5.1%
9	326	4.8%
8	283	4.1%

Other Punctuation

Value	Count	Frequency (%)
,	283	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7127	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2503	35.1%
1	919	12.9%
2	668	9.4%
3	511	7.2%
4	506	7.1%
5	405	5.7%
6	372	5.2%
7	351	4.9%
9	326	4.6%
8	283	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7127	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2503	35.1%
1	919	12.9%
2	668	9.4%
3	511	7.2%
4	506	7.1%
5	405	5.7%
6	372	5.2%
7	351	4.9%
9	326	4.6%
8	283	4.0%

Y1997년
Text

MISSING

Distinct	701
Distinct (%)	16.3%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	7
Median length	1
Mean length	1.6781395
Min length	1

Characters and Unicode

Total characters	7216
Distinct characters	11
Distinct categories	2 ?
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	476 ?
Unique (%)	11.1%

Sample

1st row	166
2nd row	15
3rd row	283
4th row	27
5th row	0

Value	Count	Frequency (%)
0	2209	51.4%
1	171	4.0%
2	97	2.3%
3	90	2.1%
4	54	1.3%
7	48	1.1%
6	41	1.0%
5	39	0.9%
11	34	0.8%
12	31	0.7%
Other values (691)	1486	34.6%

Most occurring characters

Value	Count	Frequency (%)
0	2508	34.8%
1	1013	14.0%
2	648	9.0%
3	534	7.4%
4	426	5.9%
5	408	5.7%
6	386	5.3%
7	359	5.0%
8	359	5.0%
9	288	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6929	96.0%
Other Punctuation	287	4.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2508	36.2%
1	1013	14.6%
2	648	9.4%
3	534	7.7%
4	426	6.1%
5	408	5.9%
6	386	5.6%
7	359	5.2%
8	359	5.2%
9	288	4.2%

Other Punctuation

Value	Count	Frequency (%)
,	287	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7216	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2508	34.8%
1	1013	14.0%
2	648	9.0%
3	534	7.4%
4	426	5.9%
5	408	5.7%
6	386	5.3%
7	359	5.0%
8	359	5.0%
9	288	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7216	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2508	34.8%
1	1013	14.0%
2	648	9.0%
3	534	7.4%
4	426	5.9%
5	408	5.7%
6	386	5.3%
7	359	5.0%
8	359	5.0%
9	288	4.0%

Y1998년
Text

MISSING

Distinct	743
Distinct (%)	17.3%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	7
Median length	1
Mean length	1.7246512
Min length	1

Characters and Unicode

Total characters	7416
Distinct characters	11
Distinct categories	2 ?
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	503 ?
Unique (%)	11.7%

Sample

1st row	162
2nd row	6
3rd row	472
4th row	31
5th row	0

Value	Count	Frequency (%)
0	2125	49.4%
1	194	4.5%
2	131	3.0%
5	54	1.3%
3	53	1.2%
4	42	1.0%
8	40	0.9%
16	38	0.9%
7	34	0.8%
6	33	0.8%
Other values (733)	1556	36.2%

Most occurring characters

Value	Count	Frequency (%)
0	2470	33.3%
1	998	13.5%
2	717	9.7%
3	556	7.5%
4	471	6.4%
5	443	6.0%
6	409	5.5%
7	390	5.3%
8	331	4.5%
9	320	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7105	95.8%
Other Punctuation	311	4.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2470	34.8%
1	998	14.0%
2	717	10.1%
3	556	7.8%
4	471	6.6%
5	443	6.2%
6	409	5.8%
7	390	5.5%
8	331	4.7%
9	320	4.5%

Other Punctuation

Value	Count	Frequency (%)
,	311	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7416	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2470	33.3%
1	998	13.5%
2	717	9.7%
3	556	7.5%
4	471	6.4%
5	443	6.0%
6	409	5.5%
7	390	5.3%
8	331	4.5%
9	320	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7416	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2470	33.3%
1	998	13.5%
2	717	9.7%
3	556	7.5%
4	471	6.4%
5	443	6.0%
6	409	5.5%
7	390	5.3%
8	331	4.5%
9	320	4.3%

Y1999년
Text

MISSING

Distinct	737
Distinct (%)	17.1%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	7
Median length	1
Mean length	1.7186047
Min length	1

Characters and Unicode

Total characters	7390
Distinct characters	11
Distinct categories	2 ?
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	503 ?
Unique (%)	11.7%

Sample

1st row	135
2nd row	12
3rd row	1,034
4th row	99
5th row	0

Value	Count	Frequency (%)
0	2073	48.2%
1	184	4.3%
2	100	2.3%
3	82	1.9%
4	77	1.8%
5	50	1.2%
6	43	1.0%
8	38	0.9%
12	38	0.9%
9	37	0.9%
Other values (727)	1578	36.7%

Most occurring characters

Value	Count	Frequency (%)
0	2375	32.1%
1	1001	13.5%
2	667	9.0%
3	568	7.7%
4	499	6.8%
5	440	6.0%
6	410	5.5%
8	382	5.2%
7	381	5.2%
9	365	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7088	95.9%
Other Punctuation	302	4.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2375	33.5%
1	1001	14.1%
2	667	9.4%
3	568	8.0%
4	499	7.0%
5	440	6.2%
6	410	5.8%
8	382	5.4%
7	381	5.4%
9	365	5.1%

Other Punctuation

Value	Count	Frequency (%)
,	302	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7390	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2375	32.1%
1	1001	13.5%
2	667	9.0%
3	568	7.7%
4	499	6.8%
5	440	6.0%
6	410	5.5%
8	382	5.2%
7	381	5.2%
9	365	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7390	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2375	32.1%
1	1001	13.5%
2	667	9.0%
3	568	7.7%
4	499	6.8%
5	440	6.0%
6	410	5.5%
8	382	5.2%
7	381	5.2%
9	365	4.9%

Y2000년
Text

MISSING

Distinct	719
Distinct (%)	16.7%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	6
Median length	1
Mean length	1.7053488
Min length	1

Characters and Unicode

Total characters	7333
Distinct characters	11
Distinct categories	2 ?
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	484 ?
Unique (%)	11.3%

Sample

1st row	145
2nd row	15
3rd row	766
4th row	79
5th row	0

Value	Count	Frequency (%)
0	2041	47.5%
1	188	4.4%
2	127	3.0%
5	74	1.7%
3	64	1.5%
4	61	1.4%
7	43	1.0%
6	43	1.0%
9	39	0.9%
10	35	0.8%
Other values (709)	1585	36.9%

Most occurring characters

Value	Count	Frequency (%)
0	2331	31.8%
1	992	13.5%
2	772	10.5%
3	527	7.2%
5	501	6.8%
4	501	6.8%
7	394	5.4%
8	374	5.1%
6	369	5.0%
9	290	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7051	96.2%
Other Punctuation	282	3.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2331	33.1%
1	992	14.1%
2	772	10.9%
3	527	7.5%
5	501	7.1%
4	501	7.1%
7	394	5.6%
8	374	5.3%
6	369	5.2%
9	290	4.1%

Other Punctuation

Value	Count	Frequency (%)
,	282	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7333	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2331	31.8%
1	992	13.5%
2	772	10.5%
3	527	7.2%
5	501	6.8%
4	501	6.8%
7	394	5.4%
8	374	5.1%
6	369	5.0%
9	290	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7333	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2331	31.8%
1	992	13.5%
2	772	10.5%
3	527	7.2%
5	501	6.8%
4	501	6.8%
7	394	5.4%
8	374	5.1%
6	369	5.0%
9	290	4.0%

Y2001년
Text

MISSING

Distinct	712
Distinct (%)	16.6%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	6
Median length	1
Mean length	1.7195349
Min length	1

Characters and Unicode

Total characters	7394
Distinct characters	11
Distinct categories	2 ?
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	473 ?
Unique (%)	11.0%

Sample

1st row	180
2nd row	15
3rd row	915
4th row	52
5th row	0

Value	Count	Frequency (%)
0	2018	46.9%
1	224	5.2%
3	86	2.0%
2	77	1.8%
5	69	1.6%
4	58	1.3%
6	46	1.1%
7	41	1.0%
17	35	0.8%
10	34	0.8%
Other values (702)	1612	37.5%

Most occurring characters

Value	Count	Frequency (%)
0	2346	31.7%
1	1060	14.3%
2	728	9.8%
3	605	8.2%
4	508	6.9%
5	441	6.0%
6	406	5.5%
7	376	5.1%
8	334	4.5%
9	305	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7109	96.1%
Other Punctuation	285	3.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2346	33.0%
1	1060	14.9%
2	728	10.2%
3	605	8.5%
4	508	7.1%
5	441	6.2%
6	406	5.7%
7	376	5.3%
8	334	4.7%
9	305	4.3%

Other Punctuation

Value	Count	Frequency (%)
,	285	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7394	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2346	31.7%
1	1060	14.3%
2	728	9.8%
3	605	8.2%
4	508	6.9%
5	441	6.0%
6	406	5.5%
7	376	5.1%
8	334	4.5%
9	305	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7394	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2346	31.7%
1	1060	14.3%
2	728	9.8%
3	605	8.2%
4	508	6.9%
5	441	6.0%
6	406	5.5%
7	376	5.1%
8	334	4.5%
9	305	4.1%

Y2002년
Text

MISSING

Distinct	666
Distinct (%)	15.5%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	6
Median length	1
Mean length	1.6467442
Min length	1

Characters and Unicode

Total characters	7081
Distinct characters	11
Distinct categories	2 ?
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	451 ?
Unique (%)	10.5%

Sample

1st row	184
2nd row	8
3rd row	438
4th row	24
5th row	0

Value	Count	Frequency (%)
0	2194	51.0%
1	186	4.3%
2	126	2.9%
3	78	1.8%
4	65	1.5%
6	51	1.2%
5	49	1.1%
7	49	1.1%
12	34	0.8%
13	31	0.7%
Other values (656)	1437	33.4%

Most occurring characters

Value	Count	Frequency (%)
0	2496	35.2%
1	929	13.1%
2	677	9.6%
3	531	7.5%
4	487	6.9%
5	395	5.6%
6	390	5.5%
7	352	5.0%
9	293	4.1%
8	276	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6826	96.4%
Other Punctuation	255	3.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2496	36.6%
1	929	13.6%
2	677	9.9%
3	531	7.8%
4	487	7.1%
5	395	5.8%
6	390	5.7%
7	352	5.2%
9	293	4.3%
8	276	4.0%

Other Punctuation

Value	Count	Frequency (%)
,	255	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7081	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2496	35.2%
1	929	13.1%
2	677	9.6%
3	531	7.5%
4	487	6.9%
5	395	5.6%
6	390	5.5%
7	352	5.0%
9	293	4.1%
8	276	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7081	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2496	35.2%
1	929	13.1%
2	677	9.6%
3	531	7.5%
4	487	6.9%
5	395	5.6%
6	390	5.5%
7	352	5.0%
9	293	4.1%
8	276	3.9%

Y2003년
Text

MISSING

Distinct	686
Distinct (%)	16.0%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	6
Median length	1
Mean length	1.6697674
Min length	1

Characters and Unicode

Total characters	7180
Distinct characters	11
Distinct categories	2 ?
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	464 ?
Unique (%)	10.8%

Sample

1st row	198
2nd row	13
3rd row	299
4th row	13
5th row	14

Value	Count	Frequency (%)
0	2131	49.6%
1	193	4.5%
2	119	2.8%
4	67	1.6%
3	63	1.5%
5	60	1.4%
7	49	1.1%
6	42	1.0%
8	41	1.0%
10	36	0.8%
Other values (676)	1499	34.9%

Most occurring characters

Value	Count	Frequency (%)
0	2443	34.0%
1	1001	13.9%
2	698	9.7%
3	479	6.7%
4	450	6.3%
5	430	6.0%
7	390	5.4%
6	375	5.2%
8	357	5.0%
9	296	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6919	96.4%
Other Punctuation	261	3.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2443	35.3%
1	1001	14.5%
2	698	10.1%
3	479	6.9%
4	450	6.5%
5	430	6.2%
7	390	5.6%
6	375	5.4%
8	357	5.2%
9	296	4.3%

Other Punctuation

Value	Count	Frequency (%)
,	261	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7180	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2443	34.0%
1	1001	13.9%
2	698	9.7%
3	479	6.7%
4	450	6.3%
5	430	6.0%
7	390	5.4%
6	375	5.2%
8	357	5.0%
9	296	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7180	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2443	34.0%
1	1001	13.9%
2	698	9.7%
3	479	6.7%
4	450	6.3%
5	430	6.0%
7	390	5.4%
6	375	5.2%
8	357	5.0%
9	296	4.1%

Y2004년
Text

MISSING

Distinct	716
Distinct (%)	16.7%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	6
Median length	1
Mean length	1.6934884
Min length	1

Characters and Unicode

Total characters	7282
Distinct characters	11
Distinct categories	2 ?
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	488 ?
Unique (%)	11.3%

Sample

1st row	262
2nd row	15
3rd row	501
4th row	32
5th row	20

Value	Count	Frequency (%)
0	2164	50.3%
1	188	4.4%
2	116	2.7%
4	48	1.1%
7	47	1.1%
5	46	1.1%
8	45	1.0%
6	43	1.0%
3	40	0.9%
21	31	0.7%
Other values (706)	1532	35.6%

Most occurring characters

Value	Count	Frequency (%)
0	2488	34.2%
1	1000	13.7%
2	725	10.0%
3	526	7.2%
4	482	6.6%
5	407	5.6%
6	379	5.2%
7	358	4.9%
8	333	4.6%
9	303	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7001	96.1%
Other Punctuation	281	3.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2488	35.5%
1	1000	14.3%
2	725	10.4%
3	526	7.5%
4	482	6.9%
5	407	5.8%
6	379	5.4%
7	358	5.1%
8	333	4.8%
9	303	4.3%

Other Punctuation

Value	Count	Frequency (%)
,	281	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7282	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2488	34.2%
1	1000	13.7%
2	725	10.0%
3	526	7.2%
4	482	6.6%
5	407	5.6%
6	379	5.2%
7	358	4.9%
8	333	4.6%
9	303	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7282	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2488	34.2%
1	1000	13.7%
2	725	10.0%
3	526	7.2%
4	482	6.6%
5	407	5.6%
6	379	5.2%
7	358	4.9%
8	333	4.6%
9	303	4.2%

Y2005년
Text

MISSING

Distinct	767
Distinct (%)	17.8%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	6
Median length	1
Mean length	1.7367442
Min length	1

Characters and Unicode

Total characters	7468
Distinct characters	11
Distinct categories	2 ?
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	520 ?
Unique (%)	12.1%

Sample

1st row	311
2nd row	26
3rd row	627
4th row	43
5th row	9

Value	Count	Frequency (%)
0	2080	48.4%
1	169	3.9%
2	101	2.3%
3	79	1.8%
4	66	1.5%
5	56	1.3%
8	51	1.2%
6	44	1.0%
11	33	0.8%
12	30	0.7%
Other values (757)	1591	37.0%

Most occurring characters

Value	Count	Frequency (%)
0	2388	32.0%
1	1021	13.7%
2	742	9.9%
3	573	7.7%
4	457	6.1%
5	452	6.1%
6	426	5.7%
8	399	5.3%
9	368	4.9%
7	337	4.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7163	95.9%
Other Punctuation	305	4.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2388	33.3%
1	1021	14.3%
2	742	10.4%
3	573	8.0%
4	457	6.4%
5	452	6.3%
6	426	5.9%
8	399	5.6%
9	368	5.1%
7	337	4.7%

Other Punctuation

Value	Count	Frequency (%)
,	305	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7468	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2388	32.0%
1	1021	13.7%
2	742	9.9%
3	573	7.7%
4	457	6.1%
5	452	6.1%
6	426	5.7%
8	399	5.3%
9	368	4.9%
7	337	4.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7468	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2388	32.0%
1	1021	13.7%
2	742	9.9%
3	573	7.7%
4	457	6.1%
5	452	6.1%
6	426	5.7%
8	399	5.3%
9	368	4.9%
7	337	4.5%

Y2006년
Text

MISSING

Distinct	764
Distinct (%)	17.8%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	6
Median length	1
Mean length	1.7539535
Min length	1

Characters and Unicode

Total characters	7542
Distinct characters	11
Distinct categories	2 ?
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	508 ?
Unique (%)	11.8%

Sample

1st row	527
2nd row	42
3rd row	889
4th row	74
5th row	30

Value	Count	Frequency (%)
0	2069	48.1%
1	189	4.4%
2	105	2.4%
4	63	1.5%
3	54	1.3%
7	48	1.1%
15	40	0.9%
5	40	0.9%
6	38	0.9%
14	26	0.6%
Other values (754)	1628	37.9%

Most occurring characters

Value	Count	Frequency (%)
0	2386	31.6%
1	1071	14.2%
2	690	9.1%
3	575	7.6%
4	496	6.6%
6	449	6.0%
5	443	5.9%
7	393	5.2%
8	382	5.1%
9	344	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7229	95.8%
Other Punctuation	313	4.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2386	33.0%
1	1071	14.8%
2	690	9.5%
3	575	8.0%
4	496	6.9%
6	449	6.2%
5	443	6.1%
7	393	5.4%
8	382	5.3%
9	344	4.8%

Other Punctuation

Value	Count	Frequency (%)
,	313	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7542	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2386	31.6%
1	1071	14.2%
2	690	9.1%
3	575	7.6%
4	496	6.6%
6	449	6.0%
5	443	5.9%
7	393	5.2%
8	382	5.1%
9	344	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7542	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2386	31.6%
1	1071	14.2%
2	690	9.1%
3	575	7.6%
4	496	6.6%
6	449	6.0%
5	443	5.9%
7	393	5.2%
8	382	5.1%
9	344	4.6%

Y2007년
Text

MISSING

Distinct	781
Distinct (%)	18.2%
Missing	276
Missing (%)	6.0%
Memory size	35.9 KiB

Length

Max length	6
Median length	1
Mean length	1.7572093
Min length	1

Characters and Unicode

Total characters	7556
Distinct characters	11
Distinct categories	2 ?
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	525 ?
Unique (%)	12.2%

Sample

1st row	287
2nd row	24
3rd row	817
4th row	82
5th row	53

Value	Count	Frequency (%)
0	2056	47.8%
1	136	3.2%
2	109	2.5%
3	97	2.3%
5	64	1.5%
4	62	1.4%
7	48	1.1%
6	41	1.0%
9	38	0.9%
11	34	0.8%
Other values (771)	1615	37.6%

Most occurring characters

Value	Count	Frequency (%)
0	2365	31.3%
1	1019	13.5%
2	730	9.7%
3	623	8.2%
4	506	6.7%
5	469	6.2%
6	424	5.6%
7	384	5.1%
8	358	4.7%
9	353	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7231	95.7%
Other Punctuation	325	4.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2365	32.7%
1	1019	14.1%
2	730	10.1%
3	623	8.6%
4	506	7.0%
5	469	6.5%
6	424	5.9%
7	384	5.3%
8	358	5.0%
9	353	4.9%

Other Punctuation

Value	Count	Frequency (%)
,	325	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7556	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2365	31.3%
1	1019	13.5%
2	730	9.7%
3	623	8.2%
4	506	6.7%
5	469	6.2%
6	424	5.6%
7	384	5.1%
8	358	4.7%
9	353	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7556	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2365	31.3%
1	1019	13.5%
2	730	9.7%
3	623	8.2%
4	506	6.7%
5	469	6.2%
6	424	5.6%
7	384	5.1%
8	358	4.7%
9	353	4.7%

Y2008년
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.9 KiB

0	4300
<NA>	276

Length

Max length	4
Median length	1
Mean length	1.1809441
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4300	94.0%
<NA>	276	6.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4300	94.0%
na	276	6.0%

Y2009년
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.9 KiB

0	4300
<NA>	276

Length

Max length	4
Median length	1
Mean length	1.1809441
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4300	94.0%
<NA>	276	6.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4300	94.0%
na	276	6.0%

Y2010년
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.9 KiB

0	4300
<NA>	276

Length

Max length	4
Median length	1
Mean length	1.1809441
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4300	94.0%
<NA>	276	6.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4300	94.0%
na	276	6.0%

First rows
Last rows

	교부취득자구분	구분	순번	등급구분	Y1992년	Y1993년	Y1994년	Y1995년	Y1996년	Y1997년	Y1998년	Y1999년	Y2000년	Y2001년	Y2002년	Y2003년	Y2004년	Y2005년	Y2006년	Y2007년	Y2008년	Y2009년	Y2010년
0	1	분야계 계	475	3	5,597	219	89	255	215	166	162	135	145	180	184	198	262	311	527	287	0	0	0
1	1	여	476	3	65	26	5	20	19	15	6	12	15	15	8	13	15	26	42	24	0	0	0
2	1	[ 통신 ]	477	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	1	정보통신 계	478	3	1,935	178	249	498	286	283	472	1,034	766	915	438	299	501	627	889	817	0	0	0
4	1	여	479	3	11	7	10	30	15	27	31	99	79	52	24	13	32	43	74	82	0	0	0
5	1	방송통신 계	480	3	0	0	0	0	0	0	0	0	0	0	0	14	20	9	30	53	0	0	0
6	1	여	481	3	0	0	0	0	0	0	0	0	0	0	0	0	1	0	2	2	0	0	0
7	1	무선설비 계	482	3	2,323	145	340	122	999	1,667	3,637	2,443	2,005	2,294	2,430	2,154	2,354	2,360	2,312	1,628	0	0	0
8	1	여	483	3	22	5	16	8	42	114	304	187	181	200	218	187	242	256	229	145	0	0	0
9	1	분야계 계	484	3	4,258	323	589	620	1,285	1,950	4,109	3,477	2,771	3,209	2,868	2,467	2,875	2,996	3,231	2,498	0	0	0

	교부취득자구분	구분	순번	등급구분	Y1992년	Y1993년	Y1994년	Y1995년	Y1996년	Y1997년	Y1998년	Y1999년	Y2000년	Y2001년	Y2002년	Y2003년	Y2004년	Y2005년	Y2006년	Y2007년	Y2008년	Y2009년	Y2010년
4566	2	여	83	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
4567	2	분야계 계	84	1	15	1	3	1	1	3	2	2	6	3	7	8	13	8	14	10	0	0	0
4568	2	여	85	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
4569	2	[ 토목 ]	86	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4570	2	토질및기초 계	87	1	128	36	23	50	50	74	94	83	58	59	49	38	39	20	35	56	0	0	0
4571	2	여	88	1	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	0	0	0
4572	2	토목구조 계	89	1	185	52	35	85	80	74	86	73	75	56	40	37	32	33	25	58	0	0	0
4573	2	여	90	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
4574	2	항만및해안 계	91	1	49	11	8	17	10	10	12	8	8	7	7	7	6	5	7	4	0	0	0
4575	2	[ 건축 ]	111	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Open Punctuation

Close Punctuation

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII