gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	8500
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.2 MiB
Average record size in memory	143.0 B

Variable types

Numeric	15
Text	1

Dataset

Description	기준_년분기_코드,행정동_코드,행정동_코드_명,월_평균_소득_금액,소득_구간_코드,지출_총금액,식료품_지출_총금액,의류_신발_지출_총금액,생활용품_지출_총금액,의료비_지출_총금액,교통_지출_총금액,교육_지출_총금액,유흥_지출_총금액,여가_문화_지출_총금액,기타_지출_총금액,음식_지출_총금액
Author	서울신용보증재단
URL	https://data.seoul.go.kr/dataList/OA-22166/S/1/datasetView.do

Alerts

`월_평균_소득_금액` is highly overall correlated with `소득_구간_코드`	High correlation
`소득_구간_코드` is highly overall correlated with `월_평균_소득_금액`	High correlation
`지출_총금액` is highly overall correlated with `식료품_지출_총금액` and 9 other fields	High correlation
`식료품_지출_총금액` is highly overall correlated with `지출_총금액` and 7 other fields	High correlation
`의류_신발_지출_총금액` is highly overall correlated with `지출_총금액` and 7 other fields	High correlation
`생활용품_지출_총금액` is highly overall correlated with `지출_총금액` and 6 other fields	High correlation
`의료비_지출_총금액` is highly overall correlated with `지출_총금액` and 8 other fields	High correlation
`교통_지출_총금액` is highly overall correlated with `지출_총금액`	High correlation
`교육_지출_총금액` is highly overall correlated with `지출_총금액` and 4 other fields	High correlation
`유흥_지출_총금액` is highly overall correlated with `지출_총금액` and 7 other fields	High correlation
`여가_문화_지출_총금액` is highly overall correlated with `지출_총금액` and 8 other fields	High correlation
`기타_지출_총금액` is highly overall correlated with `지출_총금액` and 8 other fields	High correlation
`음식_지출_총금액` is highly overall correlated with `지출_총금액` and 7 other fields	High correlation
`생활용품_지출_총금액` is highly skewed (γ1 = 21.32158748)	Skewed
`생활용품_지출_총금액` has 113 (1.3%) zeros	Zeros
`교통_지출_총금액` has 229 (2.7%) zeros	Zeros
`유흥_지출_총금액` has 186 (2.2%) zeros	Zeros

Reproduction

Analysis started	2024-05-04 04:01:55.507178
Analysis finished	2024-05-04 04:03:38.674936
Duration	1 minute and 43.17 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준_년분기_코드
Real number (ℝ)

Distinct	20
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20212.5

Minimum	20191
Maximum	20234
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	74.8 KiB

Quantile statistics

Minimum	20191
5-th percentile	20191.95
Q1	20201.75
median	20212.5
Q3	20223.25
95-th percentile	20233.05
Maximum	20234
Range	43
Interquartile range (IQR)	21.5

Descriptive statistics

Standard deviation	14.187096
Coefficient of variation (CV)	0.00070189712
Kurtosis	-1.2840029
Mean	20212.5
Median Absolute Deviation (MAD)	11
Skewness	0
Sum	1.7180625 × 10⁸
Variance	201.27368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
20231	425	5.0%
20203	425	5.0%
20224	425	5.0%
20223	425	5.0%
20222	425	5.0%
20221	425	5.0%
20214	425	5.0%
20213	425	5.0%
20212	425	5.0%
20211	425	5.0%
Other values (10)	4250	50.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20191	425	5.0%
20192	425	5.0%
20193	425	5.0%
20194	425	5.0%
20201	425	5.0%
20202	425	5.0%
20203	425	5.0%
20204	425	5.0%
20211	425	5.0%
20212	425	5.0%

Value	Count	Frequency (%)
20234	425	5.0%
20233	425	5.0%
20232	425	5.0%
20231	425	5.0%
20224	425	5.0%
20223	425	5.0%
20222	425	5.0%
20221	425	5.0%
20214	425	5.0%
20213	425	5.0%

행정동_코드
Real number (ℝ)

Distinct	425
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11433425

Minimum	11110515
Maximum	11740700
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	74.8 KiB

Quantile statistics

Minimum	11110515
5-th percentile	11140580
Q1	11260655
median	11440630
Q3	11590680
95-th percentile	11710680
Maximum	11740700
Range	630185
Interquartile range (IQR)	330025

Descriptive statistics

Standard deviation	191511.86
Coefficient of variation (CV)	0.016750174
Kurtosis	-1.2631187
Mean	11433425
Median Absolute Deviation (MAD)	179940
Skewness	-0.01466905
Sum	9.7184111 × 10¹⁰
Variance	3.6676792 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11650652	20	0.2%
11230536	20	0.2%
11215850	20	0.2%
11200560	20	0.2%
11140520	20	0.2%
11110560	20	0.2%
11110580	20	0.2%
11740620	20	0.2%
11740600	20	0.2%
11710570	20	0.2%
Other values (415)	8300	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11110515	20	0.2%
11110530	20	0.2%
11110540	20	0.2%
11110550	20	0.2%
11110560	20	0.2%
11110570	20	0.2%
11110580	20	0.2%
11110600	20	0.2%
11110615	20	0.2%
11110630	20	0.2%

Value	Count	Frequency (%)
11740700	20	0.2%
11740690	20	0.2%
11740685	20	0.2%
11740660	20	0.2%
11740650	20	0.2%
11740640	20	0.2%
11740620	20	0.2%
11740610	20	0.2%
11740600	20	0.2%
11740590	20	0.2%

행정동_코드_명
Text

Distinct	424
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Memory size	66.5 KiB

Length

Max length	11
Median length	4
Mean length	3.7882353
Min length	2

Characters and Unicode

Total characters	32200
Distinct characters	188
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	0 ?
Unique (%)	0.0%

Sample

1st row	양재2동
2nd row	개포4동
3rd row	도곡2동
4th row	문정1동
5th row	삼전동

Value	Count	Frequency (%)
신사동	40	0.5%
답십리2동	20	0.2%
구의1동	20	0.2%
행당1동	20	0.2%
소공동	20	0.2%
평창동	20	0.2%
교남동	20	0.2%
천호3동	20	0.2%
천호1동	20	0.2%
오금동	20	0.2%
Other values (414)	8280	97.4%

Most occurring characters

Value	Count	Frequency (%)
동	8540	26.5%
2	1940	6.0%
1	1940	6.0%
3	860	2.7%
신	760	2.4%
4	520	1.6%
가	460	1.4%
곡	360	1.1%
화	340	1.1%
계	340	1.1%
Other values (178)	16140	50.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	26180	81.3%
Decimal Number	5840	18.1%
Other Punctuation	180	0.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	8540	32.6%
신	760	2.9%
가	460	1.8%
곡	360	1.4%
화	340	1.3%
계	340	1.3%
산	320	1.2%
방	320	1.2%
성	320	1.2%
상	320	1.2%
Other values (167)	14100	53.9%

Decimal Number

Value	Count	Frequency (%)
2	1940	33.2%
1	1940	33.2%
3	860	14.7%
4	520	8.9%
5	220	3.8%
6	140	2.4%
7	120	2.1%
8	60	1.0%
0	20	0.3%
9	20	0.3%

Other Punctuation

Value	Count	Frequency (%)
?	180	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	26180	81.3%
Common	6020	18.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	8540	32.6%
신	760	2.9%
가	460	1.8%
곡	360	1.4%
화	340	1.3%
계	340	1.3%
산	320	1.2%
방	320	1.2%
성	320	1.2%
상	320	1.2%
Other values (167)	14100	53.9%

Common

Value	Count	Frequency (%)
2	1940	32.2%
1	1940	32.2%
3	860	14.3%
4	520	8.6%
5	220	3.7%
?	180	3.0%
6	140	2.3%
7	120	2.0%
8	60	1.0%
0	20	0.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	26180	81.3%
ASCII	6020	18.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	8540	32.6%
신	760	2.9%
가	460	1.8%
곡	360	1.4%
화	340	1.3%
계	340	1.3%
산	320	1.2%
방	320	1.2%
성	320	1.2%
상	320	1.2%
Other values (167)	14100	53.9%

ASCII

Value	Count	Frequency (%)
2	1940	32.2%
1	1940	32.2%
3	860	14.3%
4	520	8.6%
5	220	3.7%
?	180	3.0%
6	140	2.3%
7	120	2.0%
8	60	1.0%
0	20	0.3%

월_평균_소득_금액
Real number (ℝ)

HIGH CORRELATION

Distinct	850
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3405829.1

Minimum	2099146
Maximum	7694017
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	74.8 KiB

Quantile statistics

Minimum	2099146
5-th percentile	2343943
Q1	2708397
median	3132098
Q3	3864301
95-th percentile	5384412
Maximum	7694017
Range	5594871
Interquartile range (IQR)	1155904

Descriptive statistics

Standard deviation	957910.82
Coefficient of variation (CV)	0.28125628
Kurtosis	1.48959
Mean	3405829.1
Median Absolute Deviation (MAD)	523294
Skewness	1.2932483
Sum	2.8949547 × 10¹⁰
Variance	9.1759314 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3222382	17	0.2%
2894254	17	0.2%
2683701	17	0.2%
3900841	17	0.2%
5380521	17	0.2%
4504006	17	0.2%
4616890	17	0.2%
3165328	17	0.2%
2473111	17	0.2%
3510674	17	0.2%
Other values (840)	8330	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2099146	17	0.2%
2112817	17	0.2%
2152244	17	0.2%
2179000	3	< 0.1%
2179485	3	< 0.1%
2205999	17	0.2%
2220463	17	0.2%
2227154	17	0.2%
2229423	17	0.2%
2231082	17	0.2%

Value	Count	Frequency (%)
7694017	3	< 0.1%
7421305	17	0.2%
6812331	17	0.2%
6748694	3	< 0.1%
6744533	3	< 0.1%
6714867	3	< 0.1%
6567504	17	0.2%
6530656	3	< 0.1%
6475383	17	0.2%
6473427	3	< 0.1%

소득_구간_코드
Real number (ℝ)

HIGH CORRELATION

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.8682353

Minimum	5
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	74.8 KiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	6
median	7
Q3	8
95-th percentile	9
Maximum	10
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.1174378
Coefficient of variation (CV)	0.1626965
Kurtosis	-0.55312514
Mean	6.8682353
Median Absolute Deviation (MAD)	1
Skewness	0.2726461
Sum	58380
Variance	1.2486673
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
7	2805	33.0%
6	2553	30.0%
8	1487	17.5%
5	846	10.0%
9	789	9.3%
10	20	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	846	10.0%
6	2553	30.0%
7	2805	33.0%
8	1487	17.5%
9	789	9.3%
10	20	0.2%

Value	Count	Frequency (%)
10	20	0.2%
9	789	9.3%
8	1487	17.5%
7	2805	33.0%
6	2553	30.0%
5	846	10.0%

지출_총금액
Real number (ℝ)

HIGH CORRELATION

Distinct	8498
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2396115 × 10¹⁰

Minimum	15763000
Maximum	1.8348606 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	74.8 KiB

Quantile statistics

Minimum	15763000
5-th percentile	9.652805 × 10⁸
Q1	2.2808785 × 10⁹
median	4.006402 × 10⁹
Q3	7.496237 × 10⁹
95-th percentile	5.1412629 × 10¹⁰
Maximum	1.8348606 × 10¹²
Range	1.8348449 × 10¹²
Interquartile range (IQR)	5.2153585 × 10⁹

Descriptive statistics

Standard deviation	1.1594598 × 10¹¹
Coefficient of variation (CV)	5.1770577
Kurtosis	102.12023
Mean	2.2396115 × 10¹⁰
Median Absolute Deviation (MAD)	2.1671305 × 10⁹
Skewness	9.5734542
Sum	1.9036698 × 10¹⁴
Variance	1.344347 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4286018000	2	< 0.1%
5437920000	2	< 0.1%
6831556000	1	< 0.1%
5401699000	1	< 0.1%
7637462000	1	< 0.1%
1932643000	1	< 0.1%
10564401000	1	< 0.1%
2374996000	1	< 0.1%
2787843000	1	< 0.1%
9317973000	1	< 0.1%
Other values (8488)	8488	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
15763000	1	< 0.1%
17838000	1	< 0.1%
18202000	1	< 0.1%
18420000	1	< 0.1%
19476000	1	< 0.1%
19949000	1	< 0.1%
22474000	1	< 0.1%
22618000	1	< 0.1%
23018000	1	< 0.1%
23462000	1	< 0.1%

Value	Count	Frequency (%)
1834860618000	1	< 0.1%
1677876423000	1	< 0.1%
1664487663000	1	< 0.1%
1662688190000	1	< 0.1%
1658597575000	1	< 0.1%
1652368496000	1	< 0.1%
1615119446000	1	< 0.1%
1607096116000	1	< 0.1%
1542622363000	1	< 0.1%
1479310148000	1	< 0.1%

식료품_지출_총금액
Real number (ℝ)

HIGH CORRELATION

Distinct	8485
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6094801 × 10⁹

Minimum	252000
Maximum	1.2874435 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	74.8 KiB

Quantile statistics

Minimum	252000
5-th percentile	2.649462 × 10⁸
Q1	6.36316 × 10⁸
median	1.0466055 × 10⁹
Q3	1.6812355 × 10⁹
95-th percentile	3.1815088 × 10⁹
Maximum	1.2874435 × 10¹¹
Range	1.287441 × 10¹¹
Interquartile range (IQR)	1.0449195 × 10⁹

Descriptive statistics

Standard deviation	5.5889565 × 10⁹
Coefficient of variation (CV)	3.472523
Kurtosis	370.83979
Mean	1.6094801 × 10⁹
Median Absolute Deviation (MAD)	4.94829 × 10⁸
Skewness	18.683344
Sum	1.3680581 × 10¹³
Variance	3.1236435 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
989765000	2	< 0.1%
1243520000	2	< 0.1%
1086130000	2	< 0.1%
1855398000	2	< 0.1%
1021601000	2	< 0.1%
583780000	2	< 0.1%
1179828000	2	< 0.1%
1856347000	2	< 0.1%
882128000	2	< 0.1%
355876000	2	< 0.1%
Other values (8475)	8480	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
252000	1	< 0.1%
286000	1	< 0.1%
441000	1	< 0.1%
490000	1	< 0.1%
552000	1	< 0.1%
687000	1	< 0.1%
893000	1	< 0.1%
895000	1	< 0.1%
1126000	1	< 0.1%
1171000	1	< 0.1%

Value	Count	Frequency (%)
128744348000	1	< 0.1%
125042370000	1	< 0.1%
123470262000	1	< 0.1%
119342097000	1	< 0.1%
119152426000	1	< 0.1%
118387821000	1	< 0.1%
116073001000	1	< 0.1%
114454420000	1	< 0.1%
113830864000	1	< 0.1%
113451836000	1	< 0.1%

의류_신발_지출_총금액
Real number (ℝ)

HIGH CORRELATION

Distinct	8318
Distinct (%)	97.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7509325 × 10⁸

Minimum	0
Maximum	2.4583812 × 10¹⁰
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	74.8 KiB

Quantile statistics

Minimum	0
5-th percentile	8808800
Q1	27145500
median	58719500
Q3	1.46779 × 10⁸
95-th percentile	8.569166 × 10⁸
Maximum	2.4583812 × 10¹⁰
Range	2.4583812 × 10¹⁰
Interquartile range (IQR)	1.196335 × 10⁸

Descriptive statistics

Standard deviation	1.1001384 × 10⁹
Coefficient of variation (CV)	3.9991472
Kurtosis	143.22014
Mean	2.7509325 × 10⁸
Median Absolute Deviation (MAD)	39978500
Skewness	10.423431
Sum	2.3382926 × 10¹²
Variance	1.2103045 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28904000	3	< 0.1%
13786000	3	< 0.1%
66553000	3	< 0.1%
0	3	< 0.1%
39017000	2	< 0.1%
45031000	2	< 0.1%
17045000	2	< 0.1%
23763000	2	< 0.1%
88751000	2	< 0.1%
14582000	2	< 0.1%
Other values (8308)	8476	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
66000	1	< 0.1%
88000	1	< 0.1%
310000	1	< 0.1%
658000	1	< 0.1%
674000	1	< 0.1%
697000	1	< 0.1%
720000	1	< 0.1%
734000	1	< 0.1%
804000	1	< 0.1%

Value	Count	Frequency (%)
24583812000	1	< 0.1%
20006617000	1	< 0.1%
19948906000	1	< 0.1%
19694950000	1	< 0.1%
18924959000	1	< 0.1%
17989365000	1	< 0.1%
17400752000	1	< 0.1%
17222540000	1	< 0.1%
16945397000	1	< 0.1%
16441198000	1	< 0.1%

생활용품_지출_총금액
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	8198
Distinct (%)	96.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6625602 × 10⁸

Minimum	-1484000
Maximum	6.635948 × 10¹⁰
Zeros	113
Zeros (%)	1.3%
Negative	1
Negative (%)	< 0.1%
Memory size	74.8 KiB

Quantile statistics

Minimum	-1484000
5-th percentile	2740450
Q1	20000000
median	55045500
Q3	1.4901025 × 10⁸
95-th percentile	5.7442165 × 10⁸
Maximum	6.635948 × 10¹⁰
Range	6.6360964 × 10¹⁰
Interquartile range (IQR)	1.2901025 × 10⁸

Descriptive statistics

Standard deviation	2.0087894 × 10⁹
Coefficient of variation (CV)	7.5445786
Kurtosis	531.61991
Mean	2.6625602 × 10⁸
Median Absolute Deviation (MAD)	44295500
Skewness	21.321587
Sum	2.2631761 × 10¹²
Variance	4.035235 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	113	1.3%
6261000	3	< 0.1%
16353000	3	< 0.1%
12342000	3	< 0.1%
12126000	2	< 0.1%
1380000	2	< 0.1%
942000	2	< 0.1%
60106000	2	< 0.1%
52762000	2	< 0.1%
89067000	2	< 0.1%
Other values (8188)	8366	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1484000	1	< 0.1%
0	113	1.3%
16000	1	< 0.1%
21000	1	< 0.1%
25000	1	< 0.1%
50000	1	< 0.1%
53000	1	< 0.1%
55000	1	< 0.1%
59000	1	< 0.1%
68000	1	< 0.1%

Value	Count	Frequency (%)
66359480000	1	< 0.1%
57129277000	1	< 0.1%
56306734000	1	< 0.1%
52914334000	1	< 0.1%
49144789000	1	< 0.1%
47282930000	1	< 0.1%
46789078000	1	< 0.1%
41678884000	1	< 0.1%
40687915000	1	< 0.1%
37013634000	1	< 0.1%

의료비_지출_총금액
Real number (ℝ)

HIGH CORRELATION

Distinct	8458
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4088141 × 10⁹

Minimum	0
Maximum	8.104718 × 10¹⁰
Zeros	20
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	74.8 KiB

Quantile statistics

Minimum	0
5-th percentile	56079000
Q1	2.27667 × 10⁸
median	5.342875 × 10⁸
Q3	1.1690958 × 10⁹
95-th percentile	4.7220756 × 10⁹
Maximum	8.104718 × 10¹⁰
Range	8.104718 × 10¹⁰
Interquartile range (IQR)	9.4142875 × 10⁸

Descriptive statistics

Standard deviation	4.0259317 × 10⁹
Coefficient of variation (CV)	2.8576741
Kurtosis	149.16796
Mean	1.4088141 × 10⁹
Median Absolute Deviation (MAD)	3.62335 × 10⁸
Skewness	10.574836
Sum	1.197492 × 10¹³
Variance	1.6208126 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	20	0.2%
382067000	2	< 0.1%
111651000	2	< 0.1%
47125000	2	< 0.1%
56079000	2	< 0.1%
231466000	2	< 0.1%
298323000	2	< 0.1%
188718000	2	< 0.1%
454501000	2	< 0.1%
151716000	2	< 0.1%
Other values (8448)	8462	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20	0.2%
1602000	1	< 0.1%
2404000	1	< 0.1%
3900000	1	< 0.1%
5151000	1	< 0.1%
5233000	1	< 0.1%
5322000	1	< 0.1%
5597000	1	< 0.1%
5966000	1	< 0.1%
6041000	1	< 0.1%

Value	Count	Frequency (%)
81047180000	1	< 0.1%
76960417000	1	< 0.1%
76363862000	1	< 0.1%
71671571000	1	< 0.1%
70677519000	1	< 0.1%
70568096000	1	< 0.1%
68797441000	1	< 0.1%
68574022000	1	< 0.1%
67608137000	1	< 0.1%
64873940000	1	< 0.1%

교통_지출_총금액
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8180
Distinct (%)	96.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6693863 × 10⁹

Minimum	-1.954861 × 10⁹
Maximum	4.2115026 × 10¹¹
Zeros	229
Zeros (%)	2.7%
Negative	8
Negative (%)	0.1%
Memory size	74.8 KiB

Quantile statistics

Minimum	-1.954861 × 10⁹
5-th percentile	1769400
Q1	28121750
median	1.49937 × 10⁸
Q3	4.2129075 × 10⁸
95-th percentile	1.2433117 × 10⁹
Maximum	4.2115026 × 10¹¹
Range	4.2310512 × 10¹¹
Interquartile range (IQR)	3.93169 × 10⁸

Descriptive statistics

Standard deviation	1.8916691 × 10¹⁰
Coefficient of variation (CV)	11.331524
Kurtosis	339.52544
Mean	1.6693863 × 10⁹
Median Absolute Deviation (MAD)	1.3859 × 10⁸
Skewness	17.844456
Sum	1.4189784 × 10¹³
Variance	3.5784119 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	229	2.7%
750000	3	< 0.1%
1770000	3	< 0.1%
31769000	2	< 0.1%
1144000	2	< 0.1%
194576000	2	< 0.1%
60922000	2	< 0.1%
12065000	2	< 0.1%
5764000	2	< 0.1%
270348000	2	< 0.1%
Other values (8170)	8251	97.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1954861000	1	< 0.1%
-1857044000	1	< 0.1%
-491439000	1	< 0.1%
-463131000	1	< 0.1%
-262200000	1	< 0.1%
-250057000	1	< 0.1%
-169025000	1	< 0.1%
-8765000	1	< 0.1%
0	229	2.7%
19000	1	< 0.1%

Value	Count	Frequency (%)
421150255000	1	< 0.1%
409561714000	1	< 0.1%
401603799000	1	< 0.1%
401204703000	1	< 0.1%
392778456000	1	< 0.1%
387613133000	1	< 0.1%
383341544000	1	< 0.1%
383319236000	1	< 0.1%
380665387000	1	< 0.1%
377143818000	1	< 0.1%

교육_지출_총금액
Real number (ℝ)

HIGH CORRELATION

Distinct	8408
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9746166 × 10⁸

Minimum	-80168000
Maximum	2.5829375 × 10¹⁰
Zeros	11
Zeros (%)	0.1%
Negative	1
Negative (%)	< 0.1%
Memory size	74.8 KiB

Quantile statistics

Minimum	-80168000
5-th percentile	24001350
Q1	75514250
median	1.508205 × 10⁸
Q3	3.1771975 × 10⁸
95-th percentile	1.2770755 × 10⁹
Maximum	2.5829375 × 10¹⁰
Range	2.5909543 × 10¹⁰
Interquartile range (IQR)	2.422055 × 10⁸

Descriptive statistics

Standard deviation	1.266973 × 10⁹
Coefficient of variation (CV)	3.1876608
Kurtosis	191.35661
Mean	3.9746166 × 10⁸
Median Absolute Deviation (MAD)	91974000
Skewness	12.103037
Sum	3.3784241 × 10¹²
Variance	1.6052205 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	0.1%
213044000	2	< 0.1%
124227000	2	< 0.1%
40487000	2	< 0.1%
25016000	2	< 0.1%
107886000	2	< 0.1%
115092000	2	< 0.1%
27762000	2	< 0.1%
37866000	2	< 0.1%
41210000	2	< 0.1%
Other values (8398)	8471	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-80168000	1	< 0.1%
0	11	0.1%
520000	1	< 0.1%
602000	1	< 0.1%
774000	1	< 0.1%
858000	1	< 0.1%
1062000	1	< 0.1%
1188000	1	< 0.1%
1190000	1	< 0.1%
1191000	1	< 0.1%

Value	Count	Frequency (%)
25829375000	1	< 0.1%
25761828000	1	< 0.1%
25559728000	1	< 0.1%
25488587000	1	< 0.1%
25222644000	1	< 0.1%
24520438000	1	< 0.1%
24429153000	1	< 0.1%
24398227000	1	< 0.1%
23299638000	1	< 0.1%
19418501000	1	< 0.1%

유흥_지출_총금액
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8199
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0055765 × 10⁸

Minimum	0
Maximum	6.169692 × 10⁹
Zeros	186
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	74.8 KiB

Quantile statistics

Minimum	0
5-th percentile	5662600
Q1	36013000
median	87794500
Q3	2.04142 × 10⁸
95-th percentile	7.6362415 × 10⁸
Maximum	6.169692 × 10⁹
Range	6.169692 × 10⁹
Interquartile range (IQR)	1.68129 × 10⁸

Descriptive statistics

Standard deviation	3.9247848 × 10⁸
Coefficient of variation (CV)	1.956936
Kurtosis	66.218608
Mean	2.0055765 × 10⁸
Median Absolute Deviation (MAD)	64043500
Skewness	6.637644
Sum	1.70474 × 10¹²
Variance	1.5403936 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	186	2.2%
37723000	2	< 0.1%
32438000	2	< 0.1%
48242000	2	< 0.1%
99710000	2	< 0.1%
30575000	2	< 0.1%
10258000	2	< 0.1%
65597000	2	< 0.1%
45866000	2	< 0.1%
22488000	2	< 0.1%
Other values (8189)	8296	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	186	2.2%
148000	1	< 0.1%
190000	1	< 0.1%
197000	1	< 0.1%
226000	1	< 0.1%
253000	1	< 0.1%
341000	1	< 0.1%
432000	1	< 0.1%
439000	1	< 0.1%
450000	1	< 0.1%

Value	Count	Frequency (%)
6169692000	1	< 0.1%
6006022000	1	< 0.1%
5972236000	1	< 0.1%
5962959000	1	< 0.1%
5795619000	1	< 0.1%
5647431000	1	< 0.1%
5625851000	1	< 0.1%
5395552000	1	< 0.1%
5313175000	1	< 0.1%
5160791000	1	< 0.1%

여가_문화_지출_총금액
Real number (ℝ)

HIGH CORRELATION

Distinct	8426
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.221218 × 10¹⁰

Minimum	0
Maximum	1.8101996 × 10¹²
Zeros	14
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	74.8 KiB

Quantile statistics

Minimum	0
5-th percentile	34314950
Q1	1.14327 × 10⁸
median	2.34934 × 10⁸
Q3	4.694935 × 10⁸
95-th percentile	1.006442 × 10¹⁰
Maximum	1.8101996 × 10¹²
Range	1.8101996 × 10¹²
Interquartile range (IQR)	3.551665 × 10⁸

Descriptive statistics

Standard deviation	1.0206432 × 10¹¹
Coefficient of variation (CV)	8.357584
Kurtosis	144.59162
Mean	1.221218 × 10¹⁰
Median Absolute Deviation (MAD)	1.446065 × 10⁸
Skewness	11.524794
Sum	1.0380353 × 10¹⁴
Variance	1.0417125 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14	0.2%
13728000	2	< 0.1%
290703000	2	< 0.1%
74349000	2	< 0.1%
156025000	2	< 0.1%
54455000	2	< 0.1%
25808000	2	< 0.1%
141139000	2	< 0.1%
397814000	2	< 0.1%
250620000	2	< 0.1%
Other values (8416)	8468	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	0.2%
544000	1	< 0.1%
1092000	1	< 0.1%
1835000	1	< 0.1%
1964000	1	< 0.1%
2258000	1	< 0.1%
2318000	1	< 0.1%
2658000	1	< 0.1%
3322000	1	< 0.1%
3442000	1	< 0.1%

Value	Count	Frequency (%)
1810199565000	1	< 0.1%
1661962297000	1	< 0.1%
1643364681000	1	< 0.1%
1642507089000	1	< 0.1%
1640163042000	1	< 0.1%
1630660595000	1	< 0.1%
1593301531000	1	< 0.1%
1588525148000	1	< 0.1%
1523658137000	1	< 0.1%
1464634133000	1	< 0.1%

기타_지출_총금액
Real number (ℝ)

HIGH CORRELATION

Distinct	8410
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8246222 × 10⁹

Minimum	374000
Maximum	7.3088935 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	74.8 KiB

Quantile statistics

Minimum	374000
5-th percentile	19671950
Q1	65469000
median	1.41979 × 10⁸
Q3	2.9122225 × 10⁸
95-th percentile	1.5391433 × 10⁹
Maximum	7.3088935 × 10¹¹
Range	7.3088897 × 10¹¹
Interquartile range (IQR)	2.2575325 × 10⁸

Descriptive statistics

Standard deviation	3.0354086 × 10¹⁰
Coefficient of variation (CV)	10.746246
Kurtosis	359.19649
Mean	2.8246222 × 10⁹
Median Absolute Deviation (MAD)	90663500
Skewness	18.051677
Sum	2.4009289 × 10¹³
Variance	9.2137052 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
147130000	3	< 0.1%
112181000	3	< 0.1%
69028000	2	< 0.1%
145447000	2	< 0.1%
273958000	2	< 0.1%
65102000	2	< 0.1%
145106000	2	< 0.1%
249891000	2	< 0.1%
194685000	2	< 0.1%
125771000	2	< 0.1%
Other values (8400)	8478	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
374000	1	< 0.1%
380000	1	< 0.1%
530000	1	< 0.1%
600000	1	< 0.1%
641000	1	< 0.1%
652000	1	< 0.1%
718000	1	< 0.1%
851000	1	< 0.1%
868000	1	< 0.1%
877000	1	< 0.1%

Value	Count	Frequency (%)
730889348000	1	< 0.1%
713944713000	1	< 0.1%
692214431000	1	< 0.1%
676104224000	1	< 0.1%
675820074000	1	< 0.1%
639561434000	1	< 0.1%
638403630000	1	< 0.1%
633812971000	1	< 0.1%
616869709000	1	< 0.1%
614321427000	1	< 0.1%

음식_지출_총금액
Real number (ℝ)

HIGH CORRELATION

Distinct	8492
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5322638 × 10⁹

Minimum	1024000
Maximum	2.149957 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	74.8 KiB

Quantile statistics

Minimum	1024000
5-th percentile	1.6040475 × 10⁸
Q1	4.77176 × 10⁸
median	9.454765 × 10⁸
Q3	1.751544 × 10⁹
95-th percentile	4.9108718 × 10⁹
Maximum	2.149957 × 10¹⁰
Range	2.1498546 × 10¹⁰
Interquartile range (IQR)	1.274368 × 10⁹

Descriptive statistics

Standard deviation	2.03105 × 10⁹
Coefficient of variation (CV)	1.3255224
Kurtosis	30.423864
Mean	1.5322638 × 10⁹
Median Absolute Deviation (MAD)	5.444395 × 10⁸
Skewness	4.5898555
Sum	1.3024242 × 10¹³
Variance	4.125164 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1069923000	2	< 0.1%
178705000	2	< 0.1%
400518000	2	< 0.1%
894442000	2	< 0.1%
813463000	2	< 0.1%
340236000	2	< 0.1%
676019000	2	< 0.1%
940934000	2	< 0.1%
753538000	1	< 0.1%
493413000	1	< 0.1%
Other values (8482)	8482	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1024000	1	< 0.1%
1918000	1	< 0.1%
2243000	1	< 0.1%
2355000	1	< 0.1%
2497000	1	< 0.1%
2833000	1	< 0.1%
3003000	1	< 0.1%
3111000	1	< 0.1%
3131000	1	< 0.1%
3359000	1	< 0.1%

Value	Count	Frequency (%)
21499570000	1	< 0.1%
21415942000	1	< 0.1%
21284901000	1	< 0.1%
21159893000	1	< 0.1%
20851349000	1	< 0.1%
20347302000	1	< 0.1%
20075918000	1	< 0.1%
20051983000	1	< 0.1%
20042063000	1	< 0.1%
19920662000	1	< 0.1%

Phik (φk)
Auto

Heatmap
Table

	기준_년분기_코드	행정동_코드	월_평균_소득_금액	소득_구간_코드	지출_총금액	식료품_지출_총금액	의류_신발_지출_총금액	생활용품_지출_총금액	의료비_지출_총금액	교통_지출_총금액	교육_지출_총금액	유흥_지출_총금액	여가_문화_지출_총금액	기타_지출_총금액	음식_지출_총금액
기준_년분기_코드	1.000	0.000	0.000	0.000	0.000	0.031	0.000	0.000	0.022	0.000	0.014	0.071	0.045	0.052	0.091
행정동_코드	0.000	1.000	0.548	0.419	0.212	0.153	0.219	0.108	0.271	0.184	0.223	0.222	0.202	0.125	0.265
월_평균_소득_금액	0.000	0.548	1.000	0.946	0.354	0.135	0.214	0.150	0.383	0.210	0.479	0.229	0.267	0.213	0.358
소득_구간_코드	0.000	0.419	0.946	1.000	0.190	0.131	0.137	0.107	0.259	0.123	0.523	0.097	0.146	0.144	0.228
지출_총금액	0.000	0.212	0.354	0.190	1.000	0.492	0.206	0.100	0.483	0.567	0.182	0.521	0.976	0.672	0.547
식료품_지출_총금액	0.031	0.153	0.135	0.131	0.492	1.000	0.000	0.000	0.000	0.701	0.000	0.000	0.301	0.000	0.049
의류_신발_지출_총금액	0.000	0.219	0.214	0.137	0.206	0.000	1.000	0.818	0.295	0.000	0.123	0.587	0.198	0.155	0.568
생활용품_지출_총금액	0.000	0.108	0.150	0.107	0.100	0.000	0.818	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.250
의료비_지출_총금액	0.022	0.271	0.383	0.259	0.483	0.000	0.295	0.000	1.000	0.000	0.232	0.582	0.502	0.410	0.623
교통_지출_총금액	0.000	0.184	0.210	0.123	0.567	0.701	0.000	0.000	0.000	1.000	0.000	0.042	0.255	0.000	0.293
교육_지출_총금액	0.014	0.223	0.479	0.523	0.182	0.000	0.123	0.000	0.232	0.000	1.000	0.201	0.204	0.241	0.320
유흥_지출_총금액	0.071	0.222	0.229	0.097	0.521	0.000	0.587	0.000	0.582	0.042	0.201	1.000	0.695	0.430	0.845
여가_문화_지출_총금액	0.045	0.202	0.267	0.146	0.976	0.301	0.198	0.000	0.502	0.255	0.204	0.695	1.000	0.452	0.534
기타_지출_총금액	0.052	0.125	0.213	0.144	0.672	0.000	0.155	0.000	0.410	0.000	0.241	0.430	0.452	1.000	0.372
음식_지출_총금액	0.091	0.265	0.358	0.228	0.547	0.049	0.568	0.250	0.623	0.293	0.320	0.845	0.534	0.372	1.000

Heatmap
Table

	기준_년분기_코드	행정동_코드	월_평균_소득_금액	소득_구간_코드	지출_총금액	식료품_지출_총금액	의류_신발_지출_총금액	생활용품_지출_총금액	의료비_지출_총금액	교통_지출_총금액	교육_지출_총금액	유흥_지출_총금액	여가_문화_지출_총금액	기타_지출_총금액	음식_지출_총금액
기준_년분기_코드	1.000	0.000	-0.032	-0.029	0.094	0.150	0.030	0.000	0.111	0.065	0.028	-0.014	0.080	0.055	0.078
행정동_코드	0.000	1.000	0.180	0.167	0.167	0.183	0.013	0.092	0.223	0.119	0.317	0.056	0.141	0.173	0.073
월_평균_소득_금액	-0.032	0.180	1.000	0.964	0.198	0.045	0.082	0.012	0.180	-0.010	0.431	-0.076	0.240	0.249	0.146
소득_구간_코드	-0.029	0.167	0.964	1.000	0.194	0.039	0.067	0.004	0.180	-0.011	0.405	-0.068	0.231	0.243	0.138
지출_총금액	0.094	0.167	0.198	0.194	1.000	0.785	0.697	0.628	0.839	0.501	0.568	0.749	0.878	0.834	0.904
식료품_지출_총금액	0.150	0.183	0.045	0.039	0.785	1.000	0.562	0.485	0.643	0.368	0.512	0.602	0.633	0.691	0.695
의류_신발_지출_총금액	0.030	0.013	0.082	0.067	0.697	0.562	1.000	0.546	0.623	0.303	0.366	0.661	0.681	0.670	0.736
생활용품_지출_총금액	0.000	0.092	0.012	0.004	0.628	0.485	0.546	1.000	0.572	0.431	0.304	0.555	0.582	0.574	0.608
의료비_지출_총금액	0.111	0.223	0.180	0.180	0.839	0.643	0.623	0.572	1.000	0.412	0.531	0.646	0.738	0.762	0.758
교통_지출_총금액	0.065	0.119	-0.010	-0.011	0.501	0.368	0.303	0.431	0.412	1.000	0.233	0.371	0.431	0.356	0.432
교육_지출_총금액	0.028	0.317	0.431	0.405	0.568	0.512	0.366	0.304	0.531	0.233	1.000	0.326	0.517	0.561	0.484
유흥_지출_총금액	-0.014	0.056	-0.076	-0.068	0.749	0.602	0.661	0.555	0.646	0.371	0.326	1.000	0.708	0.707	0.850
여가_문화_지출_총금액	0.080	0.141	0.240	0.231	0.878	0.633	0.681	0.582	0.738	0.431	0.517	0.708	1.000	0.784	0.856
기타_지출_총금액	0.055	0.173	0.249	0.243	0.834	0.691	0.670	0.574	0.762	0.356	0.561	0.707	0.784	1.000	0.829
음식_지출_총금액	0.078	0.073	0.146	0.138	0.904	0.695	0.736	0.608	0.758	0.432	0.484	0.850	0.856	0.829	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

	기준_년분기_코드	행정동_코드	행정동_코드_명	월_평균_소득_금액	소득_구간_코드	지출_총금액	식료품_지출_총금액	의류_신발_지출_총금액	생활용품_지출_총금액	의료비_지출_총금액	교통_지출_총금액	교육_지출_총금액	유흥_지출_총금액	여가_문화_지출_총금액	기타_지출_총금액	음식_지출_총금액
0	20231	11650652	양재2동	3222382	7	10104796000	2222160000	152143000	70918000	1817290000	801723000	259544000	192584000	1093403000	152287000	3342744000
1	20231	11680690	개포4동	3550527	7	3535605000	905489000	67031000	248324000	642305000	158511000	176230000	47715000	246719000	328323000	714958000
2	20231	11680656	도곡2동	6567504	9	51201251000	1700247000	200892000	156300000	686581000	289318000	418130000	159125000	44699373000	543709000	2347576000
3	20231	11710641	문정1동	3568357	7	3594145000	1026202000	105741000	30354000	567535000	106525000	123023000	109697000	559589000	90667000	874812000
4	20231	11710610	삼전동	2779980	6	7596721000	1899834000	109104000	364450000	1205294000	230587000	735104000	118700000	715180000	518454000	1700014000
5	20231	11740550	고덕1동	4618641	8	1864728000	991281000	26518000	15411000	215491000	27170000	178813000	21559000	54454000	51341000	282690000
6	20231	11740560	고덕2동	2465499	6	2766067000	907950000	26040000	70031000	674796000	30658000	302154000	22860000	120559000	95357000	515662000
7	20231	11740610	천호2동	2749741	6	78357328000	1768696000	205520000	172580000	2583582000	377527000	242802000	800488000	68490084000	666538000	3049511000
8	20231	11110615	종로1?2?3?4가동	3245251	7	202555088000	5185773000	1872928000	1072307000	6972123000	5218245000	1548222000	2833887000	118695476000	39235465000	19920662000
9	20231	11140550	명동	3733600	7	97150590000	2773448000	1164912000	3729748000	3451266000	6947890000	25488587000	381255000	11519841000	32553923000	9139720000

	기준_년분기_코드	행정동_코드	행정동_코드_명	월_평균_소득_금액	소득_구간_코드	지출_총금액	식료품_지출_총금액	의류_신발_지출_총금액	생활용품_지출_총금액	의료비_지출_총금액	교통_지출_총금액	교육_지출_총금액	유흥_지출_총금액	여가_문화_지출_총금액	기타_지출_총금액	음식_지출_총금액
8490	20224	11680531	논현2동	3973993	8	27525414000	4783945000	995363000	412280000	6614650000	1075719000	603054000	1055132000	3158577000	2769213000	6057481000
8491	20224	11680600	대치1동	7421305	10	11818927000	1296727000	24834000	4121000	1955417000	18913000	6506528000	57343000	387914000	441225000	1125905000
8492	20224	11710520	풍납2동	3891704	8	4876471000	1091677000	21935000	26516000	2711787000	72998000	151043000	46329000	249221000	60763000	444202000
8493	20224	11710561	방이1동	3970520	8	5801496000	522828000	75569000	2940000	770408000	666712000	1668914000	157979000	142089000	233425000	1560632000
8494	20224	11710562	방이2동	2928271	6	18292739000	2270753000	283115000	131956000	4563807000	638488000	774076000	1384405000	1015445000	464389000	6766305000
8495	20224	11710641	문정1동	3568357	7	4066688000	1037337000	159114000	18946000	743394000	111789000	110344000	119378000	653474000	121129000	991783000
8496	20224	11710646	장지동	3263464	7	3726339000	1310415000	36856000	15776000	663267000	334925000	331217000	85082000	195835000	80583000	672383000
8497	20224	11710647	위례동	4202887	8	4953932000	929585000	63524000	7286000	543822000	1228796000	662566000	29008000	196900000	195254000	1097191000
8498	20224	11740600	천호1동	2473111	6	2965499000	766647000	109813000	71949000	475302000	56654000	218323000	48717000	411595000	142343000	664156000
8499	20224	11740660	성내3동	2897346	6	7115757000	1704023000	216698000	98728000	933545000	426794000	242356000	178853000	417384000	230889000	2666487000

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Interactions

Correlations

Missing values

Sample