gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	64
Missing cells	6
Missing cells (%)	0.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	10.4 KiB
Average record size in memory	167.1 B

Variable types

Numeric	8
Boolean	3
Categorical	5
Text	3

Dataset

Description	국민연금 장애인활동 지원기관정보입니다. 활동보조급여, 법정동주소, 기관번호, 방문급여 정보를 제공합니다.
Author	충청남도
URL	https://alldam.chungnam.go.kr/bigdata/collect/view.chungnam?menuCd=DOM_000000201001001000&apiIdx=122

Alerts

`법정동주소광역시도코드` has constant value ""	Constant
`수집년도` has constant value ""	Constant
`수집월` has constant value ""	Constant
`기관지역팩스번호` is highly overall correlated with `기관국번팩스번호` and 1 other fields	High correlation
`기관지역전화번호` is highly overall correlated with `기관지역팩스번호`	High correlation
`번호` is highly overall correlated with `법정동주소시군구코드`	High correlation
`법정동주소시군구코드` is highly overall correlated with `번호`	High correlation
`기관국번팩스번호` is highly overall correlated with `기관국번전화번호` and 1 other fields	High correlation
`기관국번전화번호` is highly overall correlated with `기관국번팩스번호`	High correlation
`기관개별팩스번호` is highly overall correlated with `기관개별전화번호`	High correlation
`기관개별전화번호` is highly overall correlated with `기관개별팩스번호`	High correlation
`기관지역팩스번호` is highly imbalanced (78.4%)	Imbalance
`기관지역전화번호` is highly imbalanced (79.9%)	Imbalance
`방문간호급여여부` is highly imbalanced (66.3%)	Imbalance
`기관도로명상세주소` has 6 (9.4%) missing values	Missing
`번호` has unique values	Unique
`데이터번호` has unique values	Unique
`기관개별전화번호` has unique values	Unique
`기관명` has unique values	Unique
`법정동주소읍명동코드` has 1 (1.6%) zeros	Zeros

Reproduction

Analysis started	2024-01-09 20:54:59.541524
Analysis finished	2024-01-09 20:55:05.946581
Duration	6.41 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	64
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.5

Minimum	1
Maximum	64
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	1
5-th percentile	4.15
Q1	16.75
median	32.5
Q3	48.25
95-th percentile	60.85
Maximum	64
Range	63
Interquartile range (IQR)	31.5

Descriptive statistics

Standard deviation	18.618987
Coefficient of variation (CV)	0.5728919
Kurtosis	-1.2
Mean	32.5
Median Absolute Deviation (MAD)	16
Skewness	0
Sum	2080
Variance	346.66667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	1.6%
34	1	1.6%
36	1	1.6%
37	1	1.6%
38	1	1.6%
39	1	1.6%
40	1	1.6%
41	1	1.6%
42	1	1.6%
43	1	1.6%
Other values (54)	54	84.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.6%
2	1	1.6%
3	1	1.6%
4	1	1.6%
5	1	1.6%
6	1	1.6%
7	1	1.6%
8	1	1.6%
9	1	1.6%
10	1	1.6%

Value	Count	Frequency (%)
64	1	1.6%
63	1	1.6%
62	1	1.6%
61	1	1.6%
60	1	1.6%
59	1	1.6%
58	1	1.6%
57	1	1.6%
56	1	1.6%
55	1	1.6%

데이터번호
Real number (ℝ)

UNIQUE

Distinct	64
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	627.6875

Minimum	43
Maximum	1071
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	43
5-th percentile	67.3
Q1	313.5
median	631.5
Q3	963.25
95-th percentile	1062.95
Maximum	1071
Range	1028
Interquartile range (IQR)	649.75

Descriptive statistics

Standard deviation	340.12275
Coefficient of variation (CV)	0.54186638
Kurtosis	-1.3310634
Mean	627.6875
Median Absolute Deviation (MAD)	331
Skewness	-0.28579572
Sum	40172
Variance	115683.49
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
975	1	1.6%
343	1	1.6%
55	1	1.6%
837	1	1.6%
878	1	1.6%
963	1	1.6%
965	1	1.6%
450	1	1.6%
1057	1	1.6%
449	1	1.6%
Other values (54)	54	84.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
43	1	1.6%
55	1	1.6%
66	1	1.6%
67	1	1.6%
69	1	1.6%
70	1	1.6%
71	1	1.6%
140	1	1.6%
181	1	1.6%
197	1	1.6%

Value	Count	Frequency (%)
1071	1	1.6%
1070	1	1.6%
1069	1	1.6%
1064	1	1.6%
1057	1	1.6%
1021	1	1.6%
985	1	1.6%
984	1	1.6%
979	1	1.6%
976	1	1.6%

활동보조급여여부
Boolean

Distinct	2
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	196.0 B

True	46
False	18

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	46	71.9%
False	18	28.1%

법정동주소광역시도코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	644.0 B

44	64

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	44
2nd row	44
3rd row	44
4th row	44
5th row	44

Common Values

Value	Count	Frequency (%)
44	64	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
44	64	100.0%

법정동주소시군구코드
Real number (ℝ)

HIGH CORRELATION

Distinct	17
Distinct (%)	26.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	463.75

Minimum	131
Maximum	830
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	131
5-th percentile	133
Q1	180
median	260
Q3	790
95-th percentile	822.75
Maximum	830
Range	699
Interquartile range (IQR)	610

Descriptive statistics

Standard deviation	301.5607
Coefficient of variation (CV)	0.65026567
Kurtosis	-1.9733281
Mean	463.75
Median Absolute Deviation (MAD)	127
Skewness	0.11841372
Sum	29680
Variance	90938.857
Monotonicity	Increasing

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
133	8	12.5%
710	6	9.4%
800	6	9.4%
180	5	7.8%
210	5	7.8%
810	5	7.8%
150	4	6.2%
230	4	6.2%
200	3	4.7%
760	3	4.7%
Other values (7)	15	23.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
131	1	1.6%
133	8	12.5%
150	4	6.2%
180	5	7.8%
200	3	4.7%
210	5	7.8%
230	4	6.2%
250	2	3.1%
270	2	3.1%
710	6	9.4%

Value	Count	Frequency (%)
830	1	1.6%
825	3	4.7%
810	5	7.8%
800	6	9.4%
790	3	4.7%
770	3	4.7%
760	3	4.7%
710	6	9.4%
270	2	3.1%
250	2	3.1%

법정동주소읍명동코드
Real number (ℝ)

ZEROS

Distinct	20
Distinct (%)	31.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	209.65625

Minimum	0
Maximum	410
Zeros	1
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	0
5-th percentile	101.15
Q1	105
median	250
Q3	250.75
95-th percentile	385.5
Maximum	410
Range	410
Interquartile range (IQR)	145.75

Descriptive statistics

Standard deviation	97.516009
Coefficient of variation (CV)	0.46512331
Kurtosis	-0.93450357
Mean	209.65625
Median Absolute Deviation (MAD)	85
Skewness	0.064999382
Sum	13418
Variance	9509.372
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
250	23	35.9%
253	5	7.8%
102	5	7.8%
110	3	4.7%
105	3	4.7%
101	3	4.7%
390	3	4.7%
104	3	4.7%
103	3	4.7%
107	2	3.1%
Other values (10)	11	17.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	1.6%
101	3	4.7%
102	5	7.8%
103	3	4.7%
104	3	4.7%
105	3	4.7%
106	1	1.6%
107	2	3.1%
109	1	1.6%
110	3	4.7%

Value	Count	Frequency (%)
410	1	1.6%
390	3	4.7%
360	1	1.6%
350	1	1.6%
340	1	1.6%
330	1	1.6%
315	1	1.6%
310	2	3.1%
253	5	7.8%
250	23	35.9%

기관국번팩스번호
Real number (ℝ)

HIGH CORRELATION

Distinct	49
Distinct (%)	76.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	785.46875

Minimum	331
Maximum	7344
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	331
5-th percentile	334.6
Q1	564
median	673.5
Q3	844.25
95-th percentile	949.8
Maximum	7344
Range	7013
Interquartile range (IQR)	280.25

Descriptive statistics

Standard deviation	853.91254
Coefficient of variation (CV)	1.0871375
Kurtosis	57.622395
Mean	785.46875
Median Absolute Deviation (MAD)	126.5
Skewness	7.4000175
Sum	50270
Variance	729166.63
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
751	3	4.7%
753	2	3.1%
668	2	3.1%
631	2	3.1%
953	2	3.1%
934	2	3.1%
733	2	3.1%
734	2	3.1%
331	2	3.1%
858	2	3.1%
Other values (39)	43	67.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
331	2	3.1%
332	1	1.6%
334	1	1.6%
338	1	1.6%
355	2	3.1%
363	1	1.6%
413	1	1.6%
417	1	1.6%
542	1	1.6%
545	1	1.6%

Value	Count	Frequency (%)
7344	1	1.6%
953	2	3.1%
951	1	1.6%
943	1	1.6%
942	2	3.1%
936	1	1.6%
935	1	1.6%
934	2	3.1%
933	1	1.6%
881	1	1.6%

기관국번전화번호
Real number (ℝ)

HIGH CORRELATION

Distinct	50
Distinct (%)	78.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	680

Minimum	330
Maximum	953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	330
5-th percentile	333.75
Q1	562
median	671
Q3	838
95-th percentile	942.85
Maximum	953
Range	623
Interquartile range (IQR)	276

Descriptive statistics

Standard deviation	188.69796
Coefficient of variation (CV)	0.277497
Kurtosis	-0.74028655
Mean	680
Median Absolute Deviation (MAD)	121
Skewness	-0.3040493
Sum	43520
Variance	35606.921
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
751	4	6.2%
631	3	4.7%
934	2	3.1%
942	2	3.1%
564	2	3.1%
753	2	3.1%
674	2	3.1%
733	2	3.1%
836	2	3.1%
634	2	3.1%
Other values (40)	41	64.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
330	1	1.6%
331	1	1.6%
332	1	1.6%
333	1	1.6%
338	1	1.6%
358	1	1.6%
360	1	1.6%
363	1	1.6%
413	1	1.6%
417	1	1.6%

Value	Count	Frequency (%)
953	1	1.6%
951	1	1.6%
950	1	1.6%
943	1	1.6%
942	2	3.1%
936	2	3.1%
934	2	3.1%
933	1	1.6%
881	1	1.6%
858	1	1.6%

기관개별팩스번호
Real number (ℝ)

HIGH CORRELATION

Distinct	63
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4222.9375

Minimum	31
Maximum	9980
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	31
5-th percentile	279.85
Q1	1742
median	3776
Q3	6660
95-th percentile	8476.6
Maximum	9980
Range	9949
Interquartile range (IQR)	4918

Descriptive statistics

Standard deviation	2871.514
Coefficient of variation (CV)	0.67998022
Kurtosis	-1.2737001
Mean	4222.9375
Median Absolute Deviation (MAD)	2454.5
Skewness	0.21643534
Sum	270268
Variance	8245592.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5880	2	3.1%
7077	1	1.6%
2168	1	1.6%
7408	1	1.6%
1216	1	1.6%
7897	1	1.6%
5901	1	1.6%
3506	1	1.6%
7756	1	1.6%
2160	1	1.6%
Other values (53)	53	82.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31	1	1.6%
84	1	1.6%
86	1	1.6%
268	1	1.6%
347	1	1.6%
615	1	1.6%
694	1	1.6%
939	1	1.6%
1063	1	1.6%
1125	1	1.6%

Value	Count	Frequency (%)
9980	1	1.6%
9492	1	1.6%
9279	1	1.6%
8512	1	1.6%
8276	1	1.6%
7897	1	1.6%
7873	1	1.6%
7827	1	1.6%
7757	1	1.6%
7756	1	1.6%

기관개별전화번호
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	64
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4314.4219

Minimum	64
Maximum	9990
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	64
5-th percentile	338.95
Q1	1507.5
median	3383
Q3	7225.75
95-th percentile	9466.55
Maximum	9990
Range	9926
Interquartile range (IQR)	5718.25

Descriptive statistics

Standard deviation	3125.1883
Coefficient of variation (CV)	0.72435854
Kurtosis	-1.39912
Mean	4314.4219
Median Absolute Deviation (MAD)	2411
Skewness	0.31578103
Sum	276123
Variance	9766802.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7070	1	1.6%
5967	1	1.6%
2269	1	1.6%
1550	1	1.6%
1213	1	1.6%
7887	1	1.6%
5900	1	1.6%
3606	1	1.6%
7757	1	1.6%
2157	1	1.6%
Other values (54)	54	84.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
64	1	1.6%
86	1	1.6%
267	1	1.6%
337	1	1.6%
350	1	1.6%
691	1	1.6%
1061	1	1.6%
1130	1	1.6%
1141	1	1.6%
1164	1	1.6%

Value	Count	Frequency (%)
9990	1	1.6%
9957	1	1.6%
9700	1	1.6%
9500	1	1.6%
9277	1	1.6%
9020	1	1.6%
8509	1	1.6%
8286	1	1.6%
7887	1	1.6%
7871	1	1.6%

기관지번상세주소
Text

Distinct	55
Distinct (%)	85.9%
Missing	0
Missing (%)	0.0%
Memory size	644.0 B

Length

Max length	18
Median length	14
Mean length	12.859375
Min length	6

Characters and Unicode

Total characters	823
Distinct characters	102
Distinct categories	2 ?
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	49 ?
Unique (%)	76.6%

Sample

1st row	충남 천안시 동남구 삼룡동
2nd row	충남 천안시 서북구 성정동
3rd row	충남 천안시 서북구 백석동
4th row	충남 천안시 서북구 백석동
5th row	충남 천안시 서북구 백석동

Value	Count	Frequency (%)
충남	63	26.5%
천안시	9	3.8%
서북구	8	3.4%
금산읍	6	2.5%
금산군	6	2.5%
홍성군	6	2.5%
홍성읍	5	2.1%
서산시	5	2.1%
예산군	5	2.1%
보령시	5	2.1%
Other values (92)	120	50.4%

Most occurring characters

Value	Count	Frequency (%)
	174	21.1%
남	66	8.0%
충	63	7.7%
리	38	4.6%
산	37	4.5%
시	35	4.3%
동	30	3.6%
군	30	3.6%
읍	29	3.5%
천	20	2.4%
Other values (92)	301	36.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	649	78.9%
Space Separator	174	21.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
남	66	10.2%
충	63	9.7%
리	38	5.9%
산	37	5.7%
시	35	5.4%
동	30	4.6%
군	30	4.6%
읍	29	4.5%
천	20	3.1%
서	17	2.6%
Other values (91)	284	43.8%

Space Separator

Value	Count	Frequency (%)
	174	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	649	78.9%
Common	174	21.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
남	66	10.2%
충	63	9.7%
리	38	5.9%
산	37	5.7%
시	35	5.4%
동	30	4.6%
군	30	4.6%
읍	29	4.5%
천	20	3.1%
서	17	2.6%
Other values (91)	284	43.8%

Common

Value	Count	Frequency (%)
	174	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	649	78.9%
ASCII	174	21.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	174	100.0%

Hangul

Value	Count	Frequency (%)
남	66	10.2%
충	63	9.7%
리	38	5.9%
산	37	5.7%
시	35	5.4%
동	30	4.6%
군	30	4.6%
읍	29	4.5%
천	20	3.1%
서	17	2.6%
Other values (91)	284	43.8%

기관명
Text

UNIQUE

Distinct	64
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	644.0 B

Length

Max length	22
Median length	19
Mean length	11.671875
Min length	3

Characters and Unicode

Total characters	747
Distinct characters	131
Distinct categories	4 ?
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	64 ?
Unique (%)	100.0%

Sample

1st row	충청남도시각장애인복지관
2nd row	천안돌봄사회서비스센터
3rd row	다함장애인자립생활센터
4th row	사)충남여성장애인연대
5th row	사)한국곰두리봉사회충남지부

Value	Count	Frequency (%)
사단법인	3	3.8%
사)한국지체장애인협회	2	2.5%
충청남도시각장애인복지관	1	1.2%
정산요양센터	1	1.2%
정산요양원	1	1.2%
카네이션노인요양기관	1	1.2%
서천군장애인종합복지관	1	1.2%
장수노인복지센터	1	1.2%
서천군지회	1	1.2%
사)충청남도시각장애인연합회	1	1.2%
Other values (67)	67	83.8%

Most occurring characters

Value	Count	Frequency (%)
지	49	6.6%
인	42	5.6%
회	33	4.4%
터	31	4.1%
센	31	4.1%
장	30	4.0%
애	28	3.7%
충	23	3.1%
사	22	2.9%
남	22	2.9%
Other values (121)	436	58.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	712	95.3%
Space Separator	16	2.1%
Close Punctuation	12	1.6%
Open Punctuation	7	0.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
지	49	6.9%
인	42	5.9%
회	33	4.6%
터	31	4.4%
센	31	4.4%
장	30	4.2%
애	28	3.9%
충	23	3.2%
사	22	3.1%
남	22	3.1%
Other values (118)	401	56.3%

Space Separator

Value	Count	Frequency (%)
	16	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	712	95.3%
Common	35	4.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
지	49	6.9%
인	42	5.9%
회	33	4.6%
터	31	4.4%
센	31	4.4%
장	30	4.2%
애	28	3.9%
충	23	3.2%
사	22	3.1%
남	22	3.1%
Other values (118)	401	56.3%

Common

Value	Count	Frequency (%)
	16	45.7%
)	12	34.3%
(	7	20.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	712	95.3%
ASCII	35	4.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
지	49	6.9%
인	42	5.9%
회	33	4.6%
터	31	4.4%
센	31	4.4%
장	30	4.2%
애	28	3.9%
충	23	3.2%
사	22	3.1%
남	22	3.1%
Other values (118)	401	56.3%

ASCII

Value	Count	Frequency (%)
	16	45.7%
)	12	34.3%
(	7	20.0%

기관지역팩스번호
Categorical

HIGH CORRELATION IMBALANCE

Distinct	4
Distinct (%)	6.2%
Missing	0
Missing (%)	0.0%
Memory size	644.0 B

41	60
42	2
43	1
70	1

Length

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

Unique

Unique	2 ?
Unique (%)	3.1%

Sample

1st row	41
2nd row	41
3rd row	41
4th row	41
5th row	41

Common Values

Value	Count	Frequency (%)
41	60	93.8%
42	2	3.1%
43	1	1.6%
70	1	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
41	60	93.8%
42	2	3.1%
43	1	1.6%
70	1	1.6%

기관지역전화번호
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	644.0 B

41	62
42	2

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	41
2nd row	41
3rd row	41
4th row	41
5th row	41

Common Values

Value	Count	Frequency (%)
41	62	96.9%
42	2	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
41	62	96.9%
42	2	3.1%

기관도로명상세주소
Text

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	6
Missing (%)	9.4%
Memory size	644.0 B

Length

Max length	41
Median length	29
Mean length	22.327586
Min length	1

Characters and Unicode

Total characters	1295
Distinct characters	153
Distinct categories	7 ?
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	58 ?
Unique (%)	100.0%

Sample

1st row	충청남도 천안시 동남구 충절로 535-13 (삼룡동)
2nd row	충청남도 천안시 서북구 성정두정로 12 (성정동)
3rd row	충청남도 천안시 서북구 번영로 208 (백석동 종합운동자 주경기장 내)
4th row	충청남도 천안시 서북구 번영로 208 (백석동 종합운동장 주 경기장내)
5th row	충청남도 천안시 서북구 백석5길 24-2 3층 (백석동)

Value	Count	Frequency (%)
충청남도	56	19.2%
천안시	8	2.7%
서북구	7	2.4%
금산군	6	2.1%
예산군	4	1.4%
서산시	4	1.4%
홍성군	4	1.4%
공주시	4	1.4%
논산시	4	1.4%
청양군	3	1.0%
Other values (161)	191	65.6%

Most occurring characters

Value	Count	Frequency (%)
	233	18.0%
청	65	5.0%
충	60	4.6%
남	58	4.5%
도	56	4.3%
로	40	3.1%
시	36	2.8%
1	34	2.6%
동	30	2.3%
2	30	2.3%
Other values (143)	653	50.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	802	61.9%
Space Separator	233	18.0%
Decimal Number	197	15.2%
Close Punctuation	26	2.0%
Open Punctuation	26	2.0%
Dash Punctuation	10	0.8%
Uppercase Letter	1	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
청	65	8.1%
충	60	7.5%
남	58	7.2%
도	56	7.0%
로	40	5.0%
시	36	4.5%
동	30	3.7%
군	28	3.5%
산	26	3.2%
길	24	3.0%
Other values (128)	379	47.3%

Decimal Number

Value	Count	Frequency (%)
1	34	17.3%
2	30	15.2%
3	22	11.2%
0	20	10.2%
4	20	10.2%
7	20	10.2%
5	15	7.6%
6	14	7.1%
8	13	6.6%
9	9	4.6%

Space Separator

Value	Count	Frequency (%)
	233	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	26	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	26	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10	100.0%

Uppercase Letter

Value	Count	Frequency (%)
J	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	802	61.9%
Common	492	38.0%
Latin	1	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
청	65	8.1%
충	60	7.5%
남	58	7.2%
도	56	7.0%
로	40	5.0%
시	36	4.5%
동	30	3.7%
군	28	3.5%
산	26	3.2%
길	24	3.0%
Other values (128)	379	47.3%

Common

Value	Count	Frequency (%)
	233	47.4%
1	34	6.9%
2	30	6.1%
)	26	5.3%
(	26	5.3%
3	22	4.5%
0	20	4.1%
4	20	4.1%
7	20	4.1%
5	15	3.0%
Other values (4)	46	9.3%

Latin

Value	Count	Frequency (%)
J	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	802	61.9%
ASCII	493	38.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	233	47.3%
1	34	6.9%
2	30	6.1%
)	26	5.3%
(	26	5.3%
3	22	4.5%
0	20	4.1%
4	20	4.1%
7	20	4.1%
5	15	3.0%
Other values (5)	47	9.5%

Hangul

Value	Count	Frequency (%)
청	65	8.1%
충	60	7.5%
남	58	7.2%
도	56	7.0%
로	40	5.0%
시	36	4.5%
동	30	3.7%
군	28	3.5%
산	26	3.2%
길	24	3.0%
Other values (128)	379	47.3%

방문목욕급여여부
Boolean

Distinct	2
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	196.0 B

False	47
True	17

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	47	73.4%
True	17	26.6%

방문간호급여여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	196.0 B

False	60
True	4

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	60	93.8%
True	4	6.2%

수집년도
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	644.0 B

2021	64

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021
2nd row	2021
3rd row	2021
4th row	2021
5th row	2021

Common Values

Value	Count	Frequency (%)
2021	64	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021	64	100.0%

수집월
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	644.0 B

6	64

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	6
2nd row	6
3rd row	6
4th row	6
5th row	6

Common Values

Value	Count	Frequency (%)
6	64	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
6	64	100.0%

Heatmap
Table

	번호	데이터번호	활동보조급여여부	법정동주소시군구코드	법정동주소읍명동코드	기관국번팩스번호	기관국번전화번호	기관개별팩스번호	기관개별전화번호	기관지번상세주소	기관명	기관지역팩스번호	기관지역전화번호	기관도로명상세주소	방문목욕급여여부	방문간호급여여부
번호	1.000	0.579	0.367	0.943	0.557	0.288	0.809	0.000	0.000	1.000	1.000	0.436	0.578	1.000	0.328	0.000
데이터번호	0.579	1.000	0.110	0.568	0.522	0.000	0.000	0.000	0.494	0.862	1.000	0.151	0.495	1.000	0.000	0.574
활동보조급여여부	0.367	0.110	1.000	0.415	0.106	0.000	0.388	0.318	0.398	0.504	1.000	0.330	0.000	1.000	0.632	0.240
법정동주소시군구코드	0.943	0.568	0.415	1.000	0.590	0.000	0.889	0.000	0.000	1.000	1.000	0.319	0.427	1.000	0.088	0.000
법정동주소읍명동코드	0.557	0.522	0.106	0.590	1.000	0.000	0.409	0.000	0.000	1.000	1.000	0.385	0.417	1.000	0.081	0.000
기관국번팩스번호	0.288	0.000	0.000	0.000	0.000	1.000	0.276	0.000	0.000	1.000	1.000	1.000	0.000	1.000	0.000	0.000
기관국번전화번호	0.809	0.000	0.388	0.889	0.409	0.276	1.000	0.203	0.099	1.000	1.000	0.000	0.000	1.000	0.000	0.000
기관개별팩스번호	0.000	0.000	0.318	0.000	0.000	0.000	0.203	1.000	0.981	0.882	1.000	0.591	0.410	1.000	0.513	0.000
기관개별전화번호	0.000	0.494	0.398	0.000	0.000	0.000	0.099	0.981	1.000	0.892	1.000	0.000	0.000	1.000	0.450	0.294
기관지번상세주소	1.000	0.862	0.504	1.000	1.000	1.000	1.000	0.882	0.892	1.000	1.000	1.000	1.000	1.000	0.941	1.000
기관명	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
기관지역팩스번호	0.436	0.151	0.330	0.319	0.385	1.000	0.000	0.591	0.000	1.000	1.000	1.000	1.000	1.000	0.350	0.000
기관지역전화번호	0.578	0.495	0.000	0.427	0.417	0.000	0.000	0.410	0.000	1.000	1.000	1.000	1.000	1.000	0.000	0.000
기관도로명상세주소	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
방문목욕급여여부	0.328	0.000	0.632	0.088	0.081	0.000	0.000	0.513	0.450	0.941	1.000	0.350	0.000	1.000	1.000	0.000
방문간호급여여부	0.000	0.574	0.240	0.000	0.000	0.000	0.000	0.000	0.294	1.000	1.000	0.000	0.000	1.000	0.000	1.000

Heatmap
Table

	방문목욕급여여부	기관지역팩스번호	활동보조급여여부	기관지역전화번호	방문간호급여여부
방문목욕급여여부	1.000	0.228	0.435	0.000	0.000
기관지역팩스번호	0.228	1.000	0.215	0.984	0.000
활동보조급여여부	0.435	0.215	1.000	0.000	0.153
기관지역전화번호	0.000	0.984	0.000	1.000	0.000
방문간호급여여부	0.000	0.000	0.153	0.000	1.000

Heatmap
Table

	번호	데이터번호	법정동주소시군구코드	법정동주소읍명동코드	기관국번팩스번호	기관국번전화번호	기관개별팩스번호	기관개별전화번호	활동보조급여여부	기관지역팩스번호	기관지역전화번호	방문목욕급여여부	방문간호급여여부
번호	1.000	0.290	0.997	0.457	-0.010	-0.046	-0.108	-0.102	0.259	0.257	0.414	0.231	0.000
데이터번호	0.290	1.000	0.281	0.028	-0.039	-0.083	0.050	0.098	0.063	0.072	0.353	0.000	0.411
법정동주소시군구코드	0.997	0.281	1.000	0.420	-0.011	-0.045	-0.119	-0.110	0.275	0.127	0.283	0.076	0.000
법정동주소읍명동코드	0.457	0.028	0.420	1.000	0.230	0.219	0.107	-0.058	0.065	0.251	0.289	0.044	0.000
기관국번팩스번호	-0.010	-0.039	-0.011	0.230	1.000	0.963	0.072	0.100	0.000	0.984	0.000	0.000	0.000
기관국번전화번호	-0.046	-0.083	-0.045	0.219	0.963	1.000	0.085	0.107	0.244	0.000	0.000	0.000	0.000
기관개별팩스번호	-0.108	0.050	-0.119	0.107	0.072	0.085	1.000	0.825	0.223	0.373	0.290	0.366	0.000
기관개별전화번호	-0.102	0.098	-0.110	-0.058	0.100	0.107	0.825	1.000	0.282	0.000	0.000	0.320	0.205
활동보조급여여부	0.259	0.063	0.275	0.065	0.000	0.244	0.223	0.282	1.000	0.215	0.000	0.435	0.153
기관지역팩스번호	0.257	0.072	0.127	0.251	0.984	0.000	0.373	0.000	0.215	1.000	0.984	0.228	0.000
기관지역전화번호	0.414	0.353	0.283	0.289	0.000	0.000	0.290	0.000	0.000	0.984	1.000	0.000	0.000
방문목욕급여여부	0.231	0.000	0.076	0.044	0.000	0.000	0.366	0.320	0.435	0.228	0.000	1.000	0.000
방문간호급여여부	0.000	0.411	0.000	0.000	0.000	0.000	0.000	0.205	0.153	0.000	0.000	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

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

First rows
Last rows

	번호	데이터번호	활동보조급여여부	법정동주소광역시도코드	법정동주소시군구코드	법정동주소읍명동코드	기관국번팩스번호	기관국번전화번호	기관개별팩스번호	기관개별전화번호	기관지번상세주소	기관명	기관지역팩스번호	기관지역전화번호	기관도로명상세주소	방문목욕급여여부	방문간호급여여부	수집년도	수집월
0	1	975	Y	44	131	110	413	413	7077	7070	충남 천안시 동남구 삼룡동	충청남도시각장애인복지관	41	41	충청남도 천안시 동남구 충절로 535-13 (삼룡동)	N	N	2021	6
1	2	945	Y	44	133	102	573	564	615	350	충남 천안시 서북구 성정동	천안돌봄사회서비스센터	41	41	충청남도 천안시 서북구 성정두정로 12 (성정동)	N	N	2021	6
2	3	317	Y	44	133	103	564	564	5880	5883	충남 천안시 서북구 백석동	다함장애인자립생활센터	41	41	충청남도 천안시 서북구 번영로 208 (백석동 종합운동자 주경기장 내)	N	N	2021	6
3	4	490	Y	44	133	103	564	568	5880	7060	충남 천안시 서북구 백석동	사)충남여성장애인연대	41	41	충청남도 천안시 서북구 번영로 208 (백석동 종합운동장 주 경기장내)	N	N	2021	6
4	5	493	Y	44	133	103	556	556	1063	1061	충남 천안시 서북구 백석동	사)한국곰두리봉사회충남지부	41	41	충청남도 천안시 서북구 백석5길 24-2 3층 (백석동)	N	N	2021	6
5	6	964	Y	44	133	104	417	417	6004	6000	충남 천안시 서북구 두정동	충남중증장애인자립생활센터	41	41	충청남도 천안시 서북구 오성로 107 5층 504호 (두정동 J파크프라자)	N	N	2021	6
6	7	967	N	44	133	107	579	579	1676	1675	충남 천안시 서북구 쌍용동	충무노인복지센터	41	41	<NA>	N	Y	2021	6
7	8	67	N	44	133	250	585	555	6285	6287	충남 천안시 서북구 성환읍 성월리	(사)충남장애인부모회천안지회	41	41	충청남도 천안시 서북구 성진로 4	N	N	2021	6
8	9	546	Y	44	133	253	622	622	7873	7871	충남 천안시 서북구 성거읍 천흥리	사랑나눔복지센터	41	41	충청남도 천안시 서북구 성거읍 천흥4길 72-7	Y	N	2021	6
9	10	197	Y	44	150	101	858	858	84	64	충남 공주시 반죽동	공주지역자활센터	41	41	충청남도 공주시 장기면 무령로 204 (반죽동)	N	N	2021	6

	번호	데이터번호	활동보조급여여부	법정동주소광역시도코드	법정동주소시군구코드	법정동주소읍명동코드	기관국번팩스번호	기관국번전화번호	기관개별팩스번호	기관개별전화번호	기관지번상세주소	기관명	기관지역팩스번호	기관지역전화번호	기관도로명상세주소	방문목욕급여여부	방문간호급여여부	수집년도	수집월
54	55	271	N	44	800	253	642	642	1162	1164	충남 홍성군 광천읍 신진리	나눔재가노인복지센터	41	41	충청남도 홍성군 광천로 340	Y	N	2021	6
55	56	962	N	44	810	0	331	331	5414	5402	충남 예산군	충남예산지역자활센터	41	41	<NA>	N	N	2021	6
56	57	764	N	44	810	250	332	332	2006	2007	충남 예산군 예산읍 예산리	예산노인복지센터	41	41	충청남도 예산군 임성로7번길 2-2	N	Y	2021	6
57	58	71	Y	44	810	253	338	338	1764	1769	충남 예산군 삽교읍 목리	(사)충청남도장애인부모회	41	41	충청남도 예산군 삽교읍 청사로 217 403호 (엔젤스타워)	N	N	2021	6
58	59	1064	N	44	810	350	331	333	3004	1177	충남 예산군 응봉면 건지화리	현대실버재가노인복지센터	41	41	충청남도 예산군 건지화1길 16	Y	N	2021	6
59	60	763	Y	44	810	390	334	330	6521	9020	충남 예산군 신암면 신택리	예산군장애인종합복지관	41	41	충청남도 예산군 신암면 추사고택로 496	N	N	2021	6
60	61	984	Y	44	825	250	674	674	7417	7412	충남 태안군 태안읍 남문리	태안군장애인복지관	41	41	충청남도 태안군 군청6길 30	N	N	2021	6
61	62	985	Y	44	825	250	674	674	1376	1378	충남 태안군 태안읍 남문리	태안지역자활센터	41	41	충청남도 태안군 군청2길 2	N	N	2021	6
62	63	140	N	44	825	253	673	673	1977	1977	충남 태안군 안면읍 승언리	강재수	41	41	충청남도 태안군 장터로 94-11	Y	N	2021	6
63	64	976	Y	44	830	250	355	358	9492	9700	충남 당진군 당진읍 채운리	충청남도지체장애인협회 당진군지회	41	41	<NA>	N	N	2021	6

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Uppercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample