gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	123
Missing cells	14
Missing cells (%)	0.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	16.0 KiB
Average record size in memory	133.1 B

Variable types

Numeric	11
Categorical	4

Dataset

Description	게시글번호,번호,시군구,분류명,제목,전체 건축물 수량,내진 확보 수량,내진 미확보 수량,내진율(건축물),내진 대상 수량,전체 건축물 면적,내진 대상 면적,내진 대상 확보 면적,내진 대상 미확보 면적,내진율(면적)
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-15614/S/1/datasetView.do

Alerts

`내진율(면적)` has constant value ""	Constant
`게시글번호` is highly overall correlated with `내진율(건축물)` and 1 other fields	High correlation
`번호` is highly overall correlated with `내진 미확보 수량` and 3 other fields	High correlation
`전체 건축물 수량` is highly overall correlated with `내진 확보 수량` and 1 other fields	High correlation
`내진 확보 수량` is highly overall correlated with `전체 건축물 수량` and 3 other fields	High correlation
`내진 미확보 수량` is highly overall correlated with `번호` and 2 other fields	High correlation
`내진율(건축물)` is highly overall correlated with `게시글번호` and 7 other fields	High correlation
`내진 대상 수량` is highly overall correlated with `게시글번호` and 5 other fields	High correlation
`전체 건축물 면적` is highly overall correlated with `내진율(건축물)` and 5 other fields	High correlation
`내진 대상 면적` is highly overall correlated with `내진율(건축물)` and 5 other fields	High correlation
`내진 대상 확보 면적` is highly overall correlated with `내진율(건축물)` and 5 other fields	High correlation
`내진 대상 미확보 면적` is highly overall correlated with `내진율(건축물)` and 4 other fields	High correlation
`시군구` is highly overall correlated with `번호` and 1 other fields	High correlation
`분류명` is highly overall correlated with `내진 확보 수량` and 4 other fields	High correlation
`제목` is highly overall correlated with `번호` and 2 other fields	High correlation
`분류명` is highly imbalanced (76.6%)	Imbalance
`내진 대상 확보 면적` has 12 (9.8%) missing values	Missing
`내진 대상 미확보 면적` has 2 (1.6%) missing values	Missing
`게시글번호` has unique values	Unique
`내진 확보 수량` has 13 (10.6%) zeros	Zeros
`내진 미확보 수량` has 2 (1.6%) zeros	Zeros
`내진율(건축물)` has 108 (87.8%) zeros	Zeros
`내진 대상 수량` has 18 (14.6%) zeros	Zeros
`전체 건축물 면적` has 18 (14.6%) zeros	Zeros
`내진 대상 면적` has 18 (14.6%) zeros	Zeros
`내진 대상 확보 면적` has 17 (13.8%) zeros	Zeros
`내진 대상 미확보 면적` has 19 (15.4%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 05:47:17.481591
Analysis finished	2024-05-11 05:48:03.091462
Duration	45.61 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

게시글번호
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	123
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1452.8943

Minimum	1
Maximum	2625
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	264
Q1	853
median	1484
Q3	2094
95-th percentile	2542.1
Maximum	2625
Range	2624
Interquartile range (IQR)	1241

Descriptive statistics

Standard deviation	736.49856
Coefficient of variation (CV)	0.50691819
Kurtosis	-1.142618
Mean	1452.8943
Median Absolute Deviation (MAD)	621
Skewness	-0.12301358
Sum	178706
Variance	542430.13
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
160	1	0.8%
2104	1	0.8%
2584	1	0.8%
2304	1	0.8%
2504	1	0.8%
2445	1	0.8%
1984	1	0.8%
2125	1	0.8%
2264	1	0.8%
2164	1	0.8%
Other values (113)	113	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.8%
160	1	0.8%
162	1	0.8%
181	1	0.8%
201	1	0.8%
242	1	0.8%
262	1	0.8%
282	1	0.8%
302	1	0.8%
322	1	0.8%

Value	Count	Frequency (%)
2625	1	0.8%
2624	1	0.8%
2604	1	0.8%
2585	1	0.8%
2584	1	0.8%
2564	1	0.8%
2544	1	0.8%
2525	1	0.8%
2524	1	0.8%
2504	1	0.8%

번호
Real number (ℝ)

HIGH CORRELATION

Distinct	48
Distinct (%)	39.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	179.1626

Minimum	1
Maximum	757
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	13
Q1	31
median	31
Q3	241.5
95-th percentile	706
Maximum	757
Range	756
Interquartile range (IQR)	210.5

Descriptive statistics

Standard deviation	234.3124
Coefficient of variation (CV)	1.3078198
Kurtosis	0.38751432
Mean	179.1626
Median Absolute Deviation (MAD)	18
Skewness	1.350688
Sum	22037
Variance	54902.301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
31	45	36.6%
13	15	12.2%
32	9	7.3%
142	4	3.3%
141	3	2.4%
706	2	1.6%
506	2	1.6%
742	2	1.6%
442	2	1.6%
230	1	0.8%
Other values (38)	38	30.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.8%
6	1	0.8%
13	15	12.2%
27	1	0.8%
31	45	36.6%
32	9	7.3%
50	1	0.8%
59	1	0.8%
90	1	0.8%
135	1	0.8%

Value	Count	Frequency (%)
757	1	0.8%
745	1	0.8%
742	2	1.6%
740	1	0.8%
739	1	0.8%
706	2	1.6%
700	1	0.8%
670	1	0.8%
645	1	0.8%
641	1	0.8%

시군구
Categorical

HIGH CORRELATION

Distinct	23
Distinct (%)	18.7%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

서울특별시	72
성동구	8
강동구	5
마포구	4
성북구	4
Other values (18)	30

Length

Max length	5
Median length	5
Mean length	4.195122
Min length	2

Unique

Unique	10 ?
Unique (%)	8.1%

Sample

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

Common Values

Value	Count	Frequency (%)
서울특별시	72	58.5%
성동구	8	6.5%
강동구	5	4.1%
마포구	4	3.3%
성북구	4	3.3%
중량구	3	2.4%
양천구	3	2.4%
동대문구	3	2.4%
송파구	3	2.4%
구로구	2	1.6%
Other values (13)	16	13.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
서울특별시	72	58.5%
성동구	8	6.5%
강동구	5	4.1%
마포구	4	3.3%
성북구	4	3.3%
중량구	3	2.4%
양천구	3	2.4%
동대문구	3	2.4%
송파구	3	2.4%
종로구	2	1.6%
Other values (13)	16	13.0%

분류명
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

비주거용	116
주거용	4
합 계	3

Length

Max length	4
Median length	4
Mean length	3.9430894
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
비주거용	116	94.3%
주거용	4	3.3%
합 계	3	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
비주거용	116	92.1%
주거용	4	3.2%
합	3	2.4%
계	3	2.4%

제목
Categorical

HIGH CORRELATION

Distinct	26
Distinct (%)	21.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

기 타	59
기타용도	15
제1종 근린생활시설	4
공장	4
숙박시설	4
Other values (21)	37

Length

Max length	13
Median length	3
Mean length	4.3414634
Min length	2

Unique

Unique	10 ?
Unique (%)	8.1%

Sample

1st row	기타용도
2nd row	기타용도
3rd row	노유자시설
4th row	기 타
5th row	기 타

Common Values

Value	Count	Frequency (%)
기 타	59	48.0%
기타용도	15	12.2%
제1종 근린생활시설	4	3.3%
공장	4	3.3%
숙박시설	4	3.3%
위험물 저장 및 처리시설	4	3.3%
업무시설	3	2.4%
합 계	3	2.4%
방송통신시설	3	2.4%
의료시설	2	1.6%
Other values (16)	22	17.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
기	59	27.2%
타	59	27.2%
기타용도	15	6.9%
및	7	3.2%
처리시설	5	2.3%
공장	4	1.8%
숙박시설	4	1.8%
위험물	4	1.8%
저장	4	1.8%
근린생활시설	4	1.8%
Other values (30)	52	24.0%

전체 건축물 수량
Real number (ℝ)

HIGH CORRELATION

Distinct	79
Distinct (%)	64.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8743.4309

Minimum	1
Maximum	623133
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	74
median	133
Q3	244
95-th percentile	17423.4
Maximum	623133
Range	623132
Interquartile range (IQR)	170

Descriptive statistics

Standard deviation	56544.187
Coefficient of variation (CV)	6.467048
Kurtosis	116.94546
Mean	8743.4309
Median Absolute Deviation (MAD)	73
Skewness	10.695111
Sum	1075442
Variance	3.1972451 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
131	6	4.9%
133	6	4.9%
128	5	4.1%
4	5	4.1%
1	5	4.1%
163	4	3.3%
2	3	2.4%
137	3	2.4%
31	3	2.4%
152	2	1.6%
Other values (69)	81	65.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	5	4.1%
2	3	2.4%
3	2	1.6%
4	5	4.1%
10	1	0.8%
16	1	0.8%
18	1	0.8%
20	1	0.8%
23	1	0.8%
30	1	0.8%

Value	Count	Frequency (%)
623133	1	0.8%
64359	1	0.8%
29319	1	0.8%
27213	1	0.8%
25719	1	0.8%
20848	1	0.8%
17467	1	0.8%
17031	1	0.8%
16532	1	0.8%
16529	1	0.8%

내진 확보 수량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	65
Distinct (%)	52.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1226.2195

Minimum	0
Maximum	91390
Zeros	13
Zeros (%)	10.6%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	17
median	27
Q3	93.5
95-th percentile	2511.8
Maximum	91390
Range	91390
Interquartile range (IQR)	76.5

Descriptive statistics

Standard deviation	8264.399
Coefficient of variation (CV)	6.7397386
Kurtosis	118.9049
Mean	1226.2195
Median Absolute Deviation (MAD)	26
Skewness	10.819918
Sum	150825
Variance	68300290
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13	10.6%
1	9	7.3%
24	7	5.7%
17	6	4.9%
18	5	4.1%
48	4	3.3%
21	3	2.4%
49	3	2.4%
27	3	2.4%
51	3	2.4%
Other values (55)	67	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	10.6%
1	9	7.3%
2	1	0.8%
4	2	1.6%
6	1	0.8%
8	1	0.8%
10	1	0.8%
16	2	1.6%
17	6	4.9%
18	5	4.1%

Value	Count	Frequency (%)
91390	1	0.8%
5392	1	0.8%
5163	1	0.8%
3383	1	0.8%
3057	1	0.8%
3022	1	0.8%
2516	1	0.8%
2474	1	0.8%
2440	1	0.8%
2400	1	0.8%

내진 미확보 수량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	73
Distinct (%)	59.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7517.2114

Minimum	0
Maximum	531743
Zeros	2
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1.1
Q1	42.5
median	109
Q3	147.5
95-th percentile	15334.5
Maximum	531743
Range	531743
Interquartile range (IQR)	105

Descriptive statistics

Standard deviation	48309.301
Coefficient of variation (CV)	6.4264923
Kurtosis	116.32387
Mean	7517.2114
Median Absolute Deviation (MAD)	52
Skewness	10.656533
Sum	924617
Variance	2.3337886 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
112	6	4.9%
1	5	4.1%
110	5	4.1%
114	5	4.1%
109	4	3.3%
111	4	3.3%
106	4	3.3%
104	4	3.3%
102	4	3.3%
3	4	3.3%
Other values (63)	78	63.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	1.6%
1	5	4.1%
2	2	1.6%
3	4	3.3%
4	2	1.6%
8	1	0.8%
12	2	1.6%
16	1	0.8%
22	1	0.8%
25	1	0.8%

Value	Count	Frequency (%)
531743	1	0.8%
60976	1	0.8%
26262	1	0.8%
21821	1	0.8%
20556	1	0.8%
19277	1	0.8%
15358	1	0.8%
15123	1	0.8%
14429	1	0.8%
14410	1	0.8%

내진율(건축물)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6666667

Minimum	0
Maximum	15
Zeros	108
Zeros (%)	87.8%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	14
Maximum	15
Range	15
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.5080378
Coefficient of variation (CV)	2.7048227
Kurtosis	3.7611244
Mean	1.6666667
Median Absolute Deviation (MAD)	0
Skewness	2.3738462
Sum	205
Variance	20.322404
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	108	87.8%
14	5	4.1%
13	4	3.3%
15	4	3.3%
11	1	0.8%
12	1	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	108	87.8%
11	1	0.8%
12	1	0.8%
13	4	3.3%
14	5	4.1%
15	4	3.3%

Value	Count	Frequency (%)
15	4	3.3%
14	5	4.1%
13	4	3.3%
12	1	0.8%
11	1	0.8%
0	108	87.8%

내진 대상 수량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	59
Distinct (%)	48.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3548.935

Minimum	0
Maximum	300761
Zeros	18
Zeros (%)	14.6%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.5
median	73
Q3	108.5
95-th percentile	5778.8
Maximum	300761
Range	300761
Interquartile range (IQR)	104

Descriptive statistics

Standard deviation	27451.989
Coefficient of variation (CV)	7.7352753
Kurtosis	115.24977
Mean	3548.935
Median Absolute Deviation (MAD)	43
Skewness	10.596871
Sum	436519
Variance	7.536117 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18	14.6%
109	6	4.9%
1	5	4.1%
89	5	4.1%
22	4	3.3%
69	4	3.3%
70	4	3.3%
87	3	2.4%
66	3	2.4%
88	3	2.4%
Other values (49)	68	55.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	14.6%
1	5	4.1%
2	3	2.4%
3	2	1.6%
4	3	2.4%
5	2	1.6%
15	1	0.8%
17	1	0.8%
18	1	0.8%
22	4	3.3%

Value	Count	Frequency (%)
300761	1	0.8%
38887	1	0.8%
24089	1	0.8%
20896	1	0.8%
18688	1	0.8%
8621	1	0.8%
5780	1	0.8%
5768	1	0.8%
2897	1	0.8%
1860	1	0.8%

전체 건축물 면적
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	79
Distinct (%)	64.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6553.7967

Minimum	0
Maximum	605178
Zeros	18
Zeros (%)	14.6%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	42
median	812
Q3	1050.5
95-th percentile	10837.1
Maximum	605178
Range	605178
Interquartile range (IQR)	1008.5

Descriptive statistics

Standard deviation	54619.028
Coefficient of variation (CV)	8.3339521
Kurtosis	121.15991
Mean	6553.7967
Median Absolute Deviation (MAD)	531
Skewness	10.969901
Sum	806117
Variance	2.9832382 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18	14.6%
857	4	3.3%
813	4	3.3%
12	4	3.3%
1	3	2.4%
52	3	2.4%
839	3	2.4%
1048	3	2.4%
801	2	1.6%
1092	2	1.6%
Other values (69)	77	62.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	14.6%
1	3	2.4%
3	1	0.8%
8	1	0.8%
10	2	1.6%
11	1	0.8%
12	4	3.3%
36	1	0.8%
48	1	0.8%
51	1	0.8%

Value	Count	Frequency (%)
605178	1	0.8%
32980	1	0.8%
24147	1	0.8%
22719	1	0.8%
18109	1	0.8%
15697	1	0.8%
11640	1	0.8%
3611	1	0.8%
3609	1	0.8%
2316	1	0.8%

내진 대상 면적
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	79
Distinct (%)	64.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6132.878

Minimum	0
Maximum	560050
Zeros	18
Zeros (%)	14.6%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	41.5
median	804
Q3	1045
95-th percentile	9281.8
Maximum	560050
Range	560050
Interquartile range (IQR)	1003.5

Descriptive statistics

Standard deviation	50549.558
Coefficient of variation (CV)	8.2423877
Kurtosis	121.06512
Mean	6132.878
Median Absolute Deviation (MAD)	523
Skewness	10.963684
Sum	754344
Variance	2.5552579 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18	14.6%
854	4	3.3%
11	4	3.3%
52	3	2.4%
837	3	2.4%
1045	3	2.4%
809	3	2.4%
1	3	2.4%
796	3	2.4%
848	2	1.6%
Other values (69)	77	62.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	14.6%
1	3	2.4%
2	1	0.8%
8	1	0.8%
9	1	0.8%
10	2	1.6%
11	4	3.3%
35	1	0.8%
48	1	0.8%
51	1	0.8%

Value	Count	Frequency (%)
560050	1	0.8%
29683	1	0.8%
23896	1	0.8%
22498	1	0.8%
18084	1	0.8%
15124	1	0.8%
9912	1	0.8%
3610	1	0.8%
3608	1	0.8%
2219	1	0.8%

내진 대상 확보 면적
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	62
Distinct (%)	55.9%
Missing	12
Missing (%)	9.8%
Infinite	0
Infinite (%)	0.0%
Mean	4360.955

Minimum	0
Maximum	360083
Zeros	17
Zeros (%)	13.8%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	60
median	628
Q3	838
95-th percentile	6718.5
Maximum	360083
Range	360083
Interquartile range (IQR)	778

Descriptive statistics

Standard deviation	34176.718
Coefficient of variation (CV)	7.8369803
Kurtosis	109.58987
Mean	4360.955
Median Absolute Deviation (MAD)	276
Skewness	10.438182
Sum	484066
Variance	1.1680481 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17	13.8%
635	5	4.1%
41	5	4.1%
838	5	4.1%
868	4	3.3%
653	4	3.3%
628	3	2.4%
609	3	2.4%
618	3	2.4%
837	2	1.6%
Other values (52)	60	48.8%
(Missing)	12	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	13.8%
1	1	0.8%
9	1	0.8%
23	1	0.8%
34	1	0.8%
41	5	4.1%
45	1	0.8%
56	1	0.8%
64	1	0.8%
89	1	0.8%

Value	Count	Frequency (%)
360083	1	0.8%
15811	1	0.8%
15712	1	0.8%
14202	1	0.8%
9239	1	0.8%
6987	1	0.8%
6450	1	0.8%
3416	2	1.6%
1600	1	0.8%
1592	2	1.6%

내진 대상 미확보 면적
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	62
Distinct (%)	51.2%
Missing	2
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%
Mean	2661.6942

Minimum	0
Maximum	245095
Zeros	19
Zeros (%)	15.4%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	12
median	178
Q3	213
95-th percentile	3906
Maximum	245095
Range	245095
Interquartile range (IQR)	201

Descriptive statistics

Standard deviation	22380.118
Coefficient of variation (CV)	8.4082228
Kurtosis	117.56389
Mean	2661.6942
Median Absolute Deviation (MAD)	48
Skewness	10.779274
Sum	322065
Variance	5.0086968 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	15.4%
205	9	7.3%
213	8	6.5%
11	4	3.3%
224	4	3.3%
12	4	3.3%
170	3	2.4%
178	3	2.4%
1	3	2.4%
221	3	2.4%
Other values (52)	61	49.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	15.4%
1	3	2.4%
2	1	0.8%
8	1	0.8%
10	2	1.6%
11	4	3.3%
12	4	3.3%
21	1	0.8%
31	1	0.8%
48	1	0.8%

Value	Count	Frequency (%)
245095	1	0.8%
25995	1	0.8%
8435	1	0.8%
6908	1	0.8%
6458	1	0.8%
5190	1	0.8%
3906	1	0.8%
2130	1	0.8%
1436	1	0.8%
1078	1	0.8%

내진율(면적)
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

0	123

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	123	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	123	100.0%

Heatmap
Table

	게시글번호	번호	시군구	분류명	제목	전체 건축물 수량	내진 확보 수량	내진 미확보 수량	내진율(건축물)	내진 대상 수량	전체 건축물 면적	내진 대상 면적	내진 대상 확보 면적	내진 대상 미확보 면적
게시글번호	1.000	0.102	0.270	0.000	0.693	0.000	0.000	0.000	0.863	0.000	0.000	0.000	0.000	0.000
번호	0.102	1.000	0.994	0.422	0.939	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
시군구	0.270	0.994	1.000	0.648	0.966	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
분류명	0.000	0.422	0.648	1.000	1.000	0.731	0.353	0.731	0.000	0.731	0.353	0.353	0.352	0.731
제목	0.693	0.939	0.966	1.000	1.000	0.530	0.496	0.530	0.653	0.530	0.496	0.496	0.519	0.523
전체 건축물 수량	0.000	0.000	0.000	0.731	0.530	1.000	1.000	1.000	0.000	1.000	1.000	1.000	1.000	1.000
내진 확보 수량	0.000	0.000	0.000	0.353	0.496	1.000	1.000	1.000	0.000	1.000	0.695	0.695	0.694	1.000
내진 미확보 수량	0.000	0.000	0.000	0.731	0.530	1.000	1.000	1.000	0.000	1.000	1.000	1.000	1.000	1.000
내진율(건축물)	0.863	0.000	0.000	0.000	0.653	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000
내진 대상 수량	0.000	0.000	0.000	0.731	0.530	1.000	1.000	1.000	0.000	1.000	1.000	1.000	1.000	1.000
전체 건축물 면적	0.000	0.000	0.000	0.353	0.496	1.000	0.695	1.000	0.000	1.000	1.000	0.695	0.694	1.000
내진 대상 면적	0.000	0.000	0.000	0.353	0.496	1.000	0.695	1.000	0.000	1.000	0.695	1.000	0.694	1.000
내진 대상 확보 면적	0.000	0.000	0.000	0.352	0.519	1.000	0.694	1.000	0.000	1.000	0.694	0.694	1.000	1.000
내진 대상 미확보 면적	0.000	0.000	0.000	0.731	0.523	1.000	1.000	1.000	0.000	1.000	1.000	1.000	1.000	1.000

Heatmap
Table

	제목	시군구	분류명
제목	1.000	0.673	0.899
시군구	0.673	1.000	0.394
분류명	0.899	0.394	1.000

Heatmap
Table

	게시글번호	번호	전체 건축물 수량	내진 확보 수량	내진 미확보 수량	내진율(건축물)	내진 대상 수량	전체 건축물 면적	내진 대상 면적	내진 대상 확보 면적	내진 대상 미확보 면적	시군구	분류명	제목
게시글번호	1.000	0.470	-0.107	-0.031	-0.258	-0.552	0.531	0.249	0.247	0.332	0.235	0.088	0.000	0.306
번호	0.470	1.000	-0.494	-0.376	-0.570	-0.559	0.125	0.010	0.010	0.069	-0.025	0.908	0.271	0.662
전체 건축물 수량	-0.107	-0.494	1.000	0.935	0.932	0.500	0.417	0.266	0.264	0.140	0.227	0.000	0.388	0.287
내진 확보 수량	-0.031	-0.376	0.935	1.000	0.811	0.506	0.402	0.211	0.210	0.055	0.167	0.000	0.560	0.352
내진 미확보 수량	-0.258	-0.570	0.932	0.811	1.000	0.500	0.320	0.282	0.280	0.159	0.283	0.000	0.388	0.287
내진율(건축물)	-0.552	-0.559	0.500	0.506	0.500	1.000	-0.551	-0.551	-0.551	-0.579	-0.549	0.000	0.000	0.363
내진 대상 수량	0.531	0.125	0.417	0.402	0.320	-0.551	1.000	0.824	0.822	0.729	0.789	0.000	0.388	0.287
전체 건축물 면적	0.249	0.010	0.266	0.211	0.282	-0.551	0.824	1.000	1.000	0.941	0.961	0.000	0.560	0.352
내진 대상 면적	0.247	0.010	0.264	0.210	0.280	-0.551	0.822	1.000	1.000	0.941	0.961	0.000	0.560	0.352
내진 대상 확보 면적	0.332	0.069	0.140	0.055	0.159	-0.579	0.729	0.941	0.941	1.000	0.851	0.000	0.559	0.371
내진 대상 미확보 면적	0.235	-0.025	0.227	0.167	0.283	-0.549	0.789	0.961	0.961	0.851	1.000	0.000	0.387	0.281
시군구	0.088	0.908	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.394	0.673
분류명	0.000	0.271	0.388	0.560	0.388	0.000	0.388	0.560	0.560	0.559	0.387	0.394	1.000	0.899
제목	0.306	0.662	0.287	0.352	0.287	0.363	0.287	0.352	0.352	0.371	0.281	0.673	0.899	1.000

A simple visualization of nullity by column.

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

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	게시글번호	번호	시군구	분류명	제목	전체 건축물 수량	내진 확보 수량	내진 미확보 수량	내진율(건축물)	내진 대상 수량	전체 건축물 면적	내진 대상 면적	내진 대상 확보 면적	내진 대상 미확보 면적
0	160	13	서울특별시	비주거용	기타용도	17031	1908	15123	11	0	0	0	0	0
1	362	13	서울특별시	비주거용	기타용도	16467	2323	14144	14	0	0	0	0	0
2	503	242	성북구	비주거용	노유자시설	163	22	141	0	75	132	112	56	76
3	523	31	서울특별시	비주거용	기 타	128	16	112	0	62	1048	1037	837	211
4	583	31	서울특별시	비주거용	기 타	128	16	112	0	62	1048	1037	837	211
5	605	31	서울특별시	비주거용	기 타	128	17	111	0	70	1048	1042	838	210
6	643	31	서울특별시	비주거용	기 타	129	17	112	0	70	1051	1045	838	213
7	663	31	서울특별시	비주거용	기 타	128	17	111	0	69	1050	1045	838	212
8	683	31	서울특별시	비주거용	기 타	128	17	111	0	69	1050	1045	838	212
9	703	529	금천구	비주거용	업무시설	134	65	69	0	124	432	431	296	135

	게시글번호	번호	시군구	분류명	제목	전체 건축물 수량	내진 확보 수량	내진 미확보 수량	내진율(건축물)
113	282	13	서울특별시	비주거용	기타용도	16475	2226	14249	14
114	402	13	서울특별시	비주거용	기타용도	16478	2400	14078	15
115	442	13	서울특별시	비주거용	기타용도	16422	2474	13948	15
116	181	13	서울특별시	비주거용	기타용도	16529	2100	14429	13
117	242	13	서울특별시	비주거용	기타용도	16508	2158	14350	13
118	462	13	서울특별시	비주거용	기타용도	16399	2516	13883	15
119	322	13	서울특별시	비주거용	기타용도	16469	2269	14200	14
120	382	13	서울특별시	비주거용	기타용도	16486	2358	14128	14
121	422	13	서울특별시	비주거용	기타용도	16457	2440	14017	15
122	201	13	서울특별시	비주거용	기타용도	16532	2122	14410	13

Overview

Variables

Common Values

Length

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample