gimi9 Pandas Profiling

Dataset statistics

Number of variables	12
Number of observations	1010
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	104.7 KiB
Average record size in memory	106.1 B

Variable types

Numeric	10
Text	1
Categorical	1

Dataset

Description	샘플 데이터
Author	신한은행
URL	https://bigdata.seoul.go.kr/data/selectSampleData.do?sample_data_seq=320

Alerts

`등록일자(DW_REGIST)` has constant value ""	Constant
`상권코드(ALLEY_TRDA)` is highly overall correlated with `Y중심좌표(YDNTS_VALU)` and 4 other fields	High correlation
`X중심좌표(XCNTS_VALU)` is highly overall correlated with `X최소좌표(XCNTS_MIN)` and 1 other fields	High correlation
`Y중심좌표(YDNTS_VALU)` is highly overall correlated with `상권코드(ALLEY_TRDA)` and 4 other fields	High correlation
`X최소좌표(XCNTS_MIN)` is highly overall correlated with `X중심좌표(XCNTS_VALU)` and 1 other fields	High correlation
`Y최소좌표(YDNTS_MIN)` is highly overall correlated with `상권코드(ALLEY_TRDA)` and 4 other fields	High correlation
`X최대좌표(XCNTS_MAX)` is highly overall correlated with `X중심좌표(XCNTS_VALU)` and 1 other fields	High correlation
`Y최대좌표(YDNTS_MAX)` is highly overall correlated with `상권코드(ALLEY_TRDA)` and 4 other fields	High correlation
`시군구코드(SIGNGU_CD)` is highly overall correlated with `상권코드(ALLEY_TRDA)` and 4 other fields	High correlation
`행정동코드(ADSTRD_CD)` is highly overall correlated with `상권코드(ALLEY_TRDA)` and 4 other fields	High correlation
`상권코드(ALLEY_TRDA)` has unique values	Unique
`도로명(ALLEY_TR_1)` has unique values	Unique

Reproduction

Analysis started	2023-12-10 14:58:51.168092
Analysis finished	2023-12-10 14:59:16.817606
Duration	25.65 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

상권코드(ALLEY_TRDA)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	1010
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1000505.5

Minimum	1000001
Maximum	1001010
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.0 KiB

Quantile statistics

Minimum	1000001
5-th percentile	1000051.4
Q1	1000253.2
median	1000505.5
Q3	1000757.8
95-th percentile	1000959.6
Maximum	1001010
Range	1009
Interquartile range (IQR)	504.5

Descriptive statistics

Standard deviation	291.70619
Coefficient of variation (CV)	0.0002915588
Kurtosis	-1.2
Mean	1000505.5
Median Absolute Deviation (MAD)	252.5
Skewness	0
Sum	1.0105106 × 10⁹
Variance	85092.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000001	1	0.1%
1000680	1	0.1%
1000667	1	0.1%
1000668	1	0.1%
1000669	1	0.1%
1000670	1	0.1%
1000671	1	0.1%
1000672	1	0.1%
1000673	1	0.1%
1000674	1	0.1%
Other values (1000)	1000	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1000001	1	0.1%
1000002	1	0.1%
1000003	1	0.1%
1000004	1	0.1%
1000005	1	0.1%
1000006	1	0.1%
1000007	1	0.1%
1000008	1	0.1%
1000009	1	0.1%
1000010	1	0.1%

Value	Count	Frequency (%)
1001010	1	0.1%
1001009	1	0.1%
1001008	1	0.1%
1001007	1	0.1%
1001006	1	0.1%
1001005	1	0.1%
1001004	1	0.1%
1001003	1	0.1%
1001002	1	0.1%
1001001	1	0.1%

도로명(ALLEY_TR_1)
Text

UNIQUE

Distinct	1010
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	8.0 KiB

Length

Max length	9
Median length	8
Mean length	6.2188119
Min length	3

Characters and Unicode

Total characters	6281
Distinct characters	245
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	1010 ?
Unique (%)	100.0%

Sample

1st row	계동길
2nd row	난계로27길
3rd row	돈화문로11가길
4th row	명륜길
5th row	백석동길

Value	Count	Frequency (%)
계동길	1	0.1%
시흥대로36길	1	0.1%
독산로78다길	1	0.1%
대림로29길	1	0.1%
독산로85길	1	0.1%
문성로5길	1	0.1%
범안로11길	1	0.1%
범안로17길	1	0.1%
벚꽃로56길	1	0.1%
시흥대로120길	1	0.1%
Other values (1000)	1000	99.0%

Most occurring characters

Value	Count	Frequency (%)
길	1016	16.2%
로	933	14.9%
1	364	5.8%
2	272	4.3%
3	218	3.5%
4	176	2.8%
5	160	2.5%
7	133	2.1%
6	133	2.1%
대	130	2.1%
Other values (235)	2746	43.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4511	71.8%
Decimal Number	1770	28.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
길	1016	22.5%
로	933	20.7%
대	130	2.9%
동	89	2.0%
산	78	1.7%
가	56	1.2%
천	53	1.2%
서	53	1.2%
봉	51	1.1%
도	49	1.1%
Other values (225)	2003	44.4%

Decimal Number

Value	Count	Frequency (%)
1	364	20.6%
2	272	15.4%
3	218	12.3%
4	176	9.9%
5	160	9.0%
7	133	7.5%
6	133	7.5%
8	118	6.7%
0	100	5.6%
9	96	5.4%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4511	71.8%
Common	1770	28.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
길	1016	22.5%
로	933	20.7%
대	130	2.9%
동	89	2.0%
산	78	1.7%
가	56	1.2%
천	53	1.2%
서	53	1.2%
봉	51	1.1%
도	49	1.1%
Other values (225)	2003	44.4%

Common

Value	Count	Frequency (%)
1	364	20.6%
2	272	15.4%
3	218	12.3%
4	176	9.9%
5	160	9.0%
7	133	7.5%
6	133	7.5%
8	118	6.7%
0	100	5.6%
9	96	5.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4511	71.8%
ASCII	1770	28.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
길	1016	22.5%
로	933	20.7%
대	130	2.9%
동	89	2.0%
산	78	1.7%
가	56	1.2%
천	53	1.2%
서	53	1.2%
봉	51	1.1%
도	49	1.1%
Other values (225)	2003	44.4%

ASCII

Value	Count	Frequency (%)
1	364	20.6%
2	272	15.4%
3	218	12.3%
4	176	9.9%
5	160	9.0%
7	133	7.5%
6	133	7.5%
8	118	6.7%
0	100	5.6%
9	96	5.4%

X중심좌표(XCNTS_VALU)
Real number (ℝ)

HIGH CORRELATION

Distinct	986
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	198465.71

Minimum	183066
Maximum	215174
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.0 KiB

Quantile statistics

Minimum	183066
5-th percentile	186198.8
Q1	192349.5
median	199053.5
Q3	204233.75
95-th percentile	210890.05
Maximum	215174
Range	32108
Interquartile range (IQR)	11884.25

Descriptive statistics

Standard deviation	7459.5432
Coefficient of variation (CV)	0.037586055
Kurtosis	-0.97394773
Mean	198465.71
Median Absolute Deviation (MAD)	6139
Skewness	-0.057092252
Sum	2.0045037 × 10⁸
Variance	55644784
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
207767	2	0.2%
205444	2	0.2%
202061	2	0.2%
201997	2	0.2%
202604	2	0.2%
202091	2	0.2%
203498	2	0.2%
203102	2	0.2%
205707	2	0.2%
201136	2	0.2%
Other values (976)	990	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
183066	1	0.1%
183098	1	0.1%
183157	1	0.1%
183401	1	0.1%
183464	1	0.1%
183536	1	0.1%
183601	1	0.1%
183651	1	0.1%
183681	1	0.1%
183911	1	0.1%

Value	Count	Frequency (%)
215174	1	0.1%
215098	1	0.1%
214367	1	0.1%
213662	2	0.2%
213425	1	0.1%
213394	1	0.1%
213132	1	0.1%
213036	1	0.1%
212852	1	0.1%
212791	1	0.1%

Y중심좌표(YDNTS_VALU)
Real number (ℝ)

HIGH CORRELATION

Distinct	988
Distinct (%)	97.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	449500.1

Minimum	437964
Maximum	465496
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.0 KiB

Quantile statistics

Minimum	437964
5-th percentile	441731.7
Q1	444918.5
median	449266
Q3	453266.75
95-th percentile	459350.8
Maximum	465496
Range	27532
Interquartile range (IQR)	8348.25

Descriptive statistics

Standard deviation	5452.9934
Coefficient of variation (CV)	0.01213124
Kurtosis	-0.39998839
Mean	449500.1
Median Absolute Deviation (MAD)	4148.5
Skewness	0.39868314
Sum	4.539951 × 10⁸
Variance	29735137
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
452855	2	0.2%
453872	2	0.2%
448858	2	0.2%
445695	2	0.2%
445351	2	0.2%
447913	2	0.2%
448189	2	0.2%
448560	2	0.2%
452970	2	0.2%
448011	2	0.2%
Other values (978)	990	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
437964	1	0.1%
438262	1	0.1%
438755	1	0.1%
439128	1	0.1%
439316	1	0.1%
439529	1	0.1%
439656	1	0.1%
439818	1	0.1%
440125	1	0.1%
440191	1	0.1%

Value	Count	Frequency (%)
465496	1	0.1%
465255	1	0.1%
464982	1	0.1%
464203	1	0.1%
463980	1	0.1%
463916	1	0.1%
463717	1	0.1%
463694	1	0.1%
463290	1	0.1%
463265	1	0.1%

X최소좌표(XCNTS_MIN)
Real number (ℝ)

HIGH CORRELATION

Distinct	980
Distinct (%)	97.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	198269.89

Minimum	182790
Maximum	214945
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.0 KiB

Quantile statistics

Minimum	182790
5-th percentile	186022.6
Q1	192155
median	198864.5
Q3	204024.5
95-th percentile	210683.15
Maximum	214945
Range	32155
Interquartile range (IQR)	11869.5

Descriptive statistics

Standard deviation	7463.3324
Coefficient of variation (CV)	0.037642288
Kurtosis	-0.97429472
Mean	198269.89
Median Absolute Deviation (MAD)	6129
Skewness	-0.05961582
Sum	2.0025259 × 10⁸
Variance	55701330
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
206040	3	0.3%
199123	3	0.3%
207908	2	0.2%
192680	2	0.2%
190098	2	0.2%
196112	2	0.2%
195779	2	0.2%
192596	2	0.2%
200992	2	0.2%
191352	2	0.2%
Other values (970)	988	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
182790	1	0.1%
182842	1	0.1%
182989	1	0.1%
183236	1	0.1%
183297	1	0.1%
183338	1	0.1%
183403	1	0.1%
183433	1	0.1%
183462	1	0.1%
183767	1	0.1%

Value	Count	Frequency (%)
214945	1	0.1%
214922	1	0.1%
214204	1	0.1%
213483	1	0.1%
213441	1	0.1%
213277	1	0.1%
213174	1	0.1%
212960	1	0.1%
212882	1	0.1%
212654	1	0.1%

Y최소좌표(YDNTS_MIN)
Real number (ℝ)

HIGH CORRELATION

Distinct	989
Distinct (%)	97.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	449301.95

Minimum	437685
Maximum	465380
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.0 KiB

Quantile statistics

Minimum	437685
5-th percentile	441544.45
Q1	444703.5
median	449073
Q3	453083.5
95-th percentile	459133.75
Maximum	465380
Range	27695
Interquartile range (IQR)	8380

Descriptive statistics

Standard deviation	5452.9663
Coefficient of variation (CV)	0.012136529
Kurtosis	-0.3967439
Mean	449301.95
Median Absolute Deviation (MAD)	4144
Skewness	0.39872387
Sum	4.5379497 × 10⁸
Variance	29734841
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
441601	2	0.2%
450179	2	0.2%
446768	2	0.2%
450880	2	0.2%
455865	2	0.2%
440780	2	0.2%
449645	2	0.2%
452783	2	0.2%
453730	2	0.2%
442215	2	0.2%
Other values (979)	990	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
437685	1	0.1%
438109	1	0.1%
438553	1	0.1%
438961	1	0.1%
439152	1	0.1%
439353	1	0.1%
439432	1	0.1%
439555	1	0.1%
439937	1	0.1%
439999	1	0.1%

Value	Count	Frequency (%)
465380	1	0.1%
465136	1	0.1%
464797	1	0.1%
463914	1	0.1%
463827	1	0.1%
463732	1	0.1%
463581	1	0.1%
463511	1	0.1%
463044	1	0.1%
463034	1	0.1%

X최대좌표(XCNTS_MAX)
Real number (ℝ)

HIGH CORRELATION

Distinct	987
Distinct (%)	97.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	198661.45

Minimum	183250
Maximum	215343
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.0 KiB

Quantile statistics

Minimum	183250
5-th percentile	186400.1
Q1	192548
median	199219.5
Q3	204448.25
95-th percentile	211082.3
Maximum	215343
Range	32093
Interquartile range (IQR)	11900.25

Descriptive statistics

Standard deviation	7456.9287
Coefficient of variation (CV)	0.037535861
Kurtosis	-0.97256828
Mean	198661.45
Median Absolute Deviation (MAD)	6134.5
Skewness	-0.055100108
Sum	2.0064807 × 10⁸
Variance	55605785
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
195089	2	0.2%
201903	2	0.2%
193224	2	0.2%
203072	2	0.2%
192837	2	0.2%
199162	2	0.2%
199188	2	0.2%
193507	2	0.2%
193022	2	0.2%
205993	2	0.2%
Other values (977)	990	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
183250	1	0.1%
183346	1	0.1%
183379	1	0.1%
183591	1	0.1%
183670	1	0.1%
183706	1	0.1%
183771	1	0.1%
183801	1	0.1%
183898	1	0.1%
184118	1	0.1%

Value	Count	Frequency (%)
215343	1	0.1%
215270	1	0.1%
214597	1	0.1%
213863	1	0.1%
213798	1	0.1%
213626	1	0.1%
213546	1	0.1%
213324	1	0.1%
213214	1	0.1%
213050	1	0.1%

Y최대좌표(YDNTS_MAX)
Real number (ℝ)

HIGH CORRELATION

Distinct	990
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	449697.52

Minimum	438121
Maximum	465691
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.0 KiB

Quantile statistics

Minimum	438121
5-th percentile	441908.25
Q1	445122.25
median	449469
Q3	453480.5
95-th percentile	459511.5
Maximum	465691
Range	27570
Interquartile range (IQR)	8358.25

Descriptive statistics

Standard deviation	5457.8404
Coefficient of variation (CV)	0.012136692
Kurtosis	-0.40099925
Mean	449697.52
Median Absolute Deviation (MAD)	4153
Skewness	0.39911782
Sum	4.5419449 × 10⁸
Variance	29788022
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
444745	2	0.2%
444297	2	0.2%
445817	2	0.2%
450916	2	0.2%
450493	2	0.2%
450828	2	0.2%
450100	2	0.2%
441970	2	0.2%
452077	2	0.2%
448903	2	0.2%
Other values (980)	990	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
438121	1	0.1%
438453	1	0.1%
438979	1	0.1%
439258	1	0.1%
439471	1	0.1%
439675	1	0.1%
439857	1	0.1%
440059	1	0.1%
440313	1	0.1%
440396	1	0.1%

Value	Count	Frequency (%)
465691	1	0.1%
465399	1	0.1%
465187	1	0.1%
464403	1	0.1%
464253	1	0.1%
464100	1	0.1%
463980	1	0.1%
463853	1	0.1%
463514	1	0.1%
463509	1	0.1%

등록일자(DW_REGIST)
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.0 KiB

2018/10/15	1010

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2018/10/15
2nd row	2018/10/15
3rd row	2018/10/15
4th row	2018/10/15
5th row	2018/10/15

Common Values

Value	Count	Frequency (%)
2018/10/15	1010	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2018/10/15	1010	100.0%

시군구코드(SIGNGU_CD)
Real number (ℝ)

HIGH CORRELATION

Distinct	25
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11436.005

Minimum	11110
Maximum	11740
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.0 KiB

Quantile statistics

Minimum	11110
5-th percentile	11170
Q1	11260
median	11440
Q3	11590
95-th percentile	11710
Maximum	11740
Range	630
Interquartile range (IQR)	330

Descriptive statistics

Standard deviation	181.7294
Coefficient of variation (CV)	0.015890986
Kurtosis	-1.2536342
Mean	11436.005
Median Absolute Deviation (MAD)	150
Skewness	-0.055127803
Sum	11550365
Variance	33025.575
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
11500	61	6.0%
11620	61	6.0%
11230	57	5.6%
11290	55	5.4%
11590	55	5.4%
11680	50	5.0%
11440	49	4.9%
11650	46	4.6%
11380	46	4.6%
11530	45	4.5%
Other values (15)	485	48.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11110	24	2.4%
11140	20	2.0%
11170	37	3.7%
11200	38	3.8%
11215	42	4.2%
11230	57	5.6%
11260	40	4.0%
11290	55	5.4%
11305	37	3.7%
11320	26	2.6%

Value	Count	Frequency (%)
11740	40	4.0%
11710	31	3.1%
11680	50	5.0%
11650	46	4.6%
11620	61	6.0%
11590	55	5.4%
11560	42	4.2%
11545	30	3.0%
11530	45	4.5%
11500	61	6.0%

행정동코드(ADSTRD_CD)
Real number (ℝ)

HIGH CORRELATION

Distinct	323
Distinct (%)	32.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11436628

Minimum	11110515
Maximum	11740700
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.0 KiB

Quantile statistics

Minimum	11110515
5-th percentile	11170524
Q1	11260655
median	11440740
Q3	11590630
95-th percentile	11710620
Maximum	11740700
Range	630185
Interquartile range (IQR)	329975

Descriptive statistics

Standard deviation	181718.37
Coefficient of variation (CV)	0.015889156
Kurtosis	-1.2535428
Mean	11436628
Median Absolute Deviation (MAD)	150135
Skewness	-0.055098878
Sum	1.1550995 × 10¹⁰
Variance	3.3021565 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11230650	14	1.4%
11500540	12	1.2%
11230536	11	1.1%
11530530	11	1.1%
11740685	10	1.0%
11590660	10	1.0%
11560720	9	0.9%
11680531	9	0.9%
11500530	9	0.9%
11260575	9	0.9%
Other values (313)	906	89.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11110515	5	0.5%
11110530	1	0.1%
11110540	2	0.2%
11110560	2	0.2%
11110600	1	0.1%
11110615	4	0.4%
11110640	2	0.2%
11110650	2	0.2%
11110670	2	0.2%
11110680	2	0.2%

Value	Count	Frequency (%)
11740700	2	0.2%
11740685	10	1.0%
11740650	3	0.3%
11740640	3	0.3%
11740610	7	0.7%
11740600	3	0.3%
11740590	1	0.1%
11740580	4	0.4%
11740570	1	0.1%
11740560	2	0.2%

면적(RELM_AR)
Real number (ℝ)

Distinct	1003
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	74459.307

Minimum	10579
Maximum	387983
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.0 KiB

Quantile statistics

Minimum	10579
5-th percentile	35806.2
Q1	54150.75
median	72148.5
Q3	89399.25
95-th percentile	120422.6
Maximum	387983
Range	377404
Interquartile range (IQR)	35248.5

Descriptive statistics

Standard deviation	30223.59
Coefficient of variation (CV)	0.40590748
Kurtosis	20.808233
Mean	74459.307
Median Absolute Deviation (MAD)	17520.5
Skewness	2.6073583
Sum	75203900
Variance	9.1346538 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
78521	2	0.2%
71833	2	0.2%
74321	2	0.2%
81818	2	0.2%
52874	2	0.2%
38293	2	0.2%
64596	2	0.2%
84626	1	0.1%
54634	1	0.1%
119591	1	0.1%
Other values (993)	993	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10579	1	0.1%
11143	1	0.1%
12186	1	0.1%
13152	1	0.1%
15375	1	0.1%
17377	1	0.1%
21326	1	0.1%
21739	1	0.1%
23273	1	0.1%
23434	1	0.1%

Value	Count	Frequency (%)
387983	1	0.1%
367064	1	0.1%
247749	1	0.1%
193251	1	0.1%
191055	1	0.1%
184188	1	0.1%
177030	1	0.1%
176959	1	0.1%
160793	1	0.1%
159803	1	0.1%

Phik (φk)
Auto

Heatmap
Table

	상권코드(ALLEY_TRDA)	X중심좌표(XCNTS_VALU)	Y중심좌표(YDNTS_VALU)	X최소좌표(XCNTS_MIN)	Y최소좌표(YDNTS_MIN)	X최대좌표(XCNTS_MAX)	Y최대좌표(YDNTS_MAX)	시군구코드(SIGNGU_CD)	행정동코드(ADSTRD_CD)	면적(RELM_AR)
상권코드(ALLEY_TRDA)	1.000	0.925	0.892	0.925	0.892	0.924	0.892	0.985	0.985	0.165
X중심좌표(XCNTS_VALU)	0.925	1.000	0.624	1.000	0.620	1.000	0.624	0.894	0.896	0.153
Y중심좌표(YDNTS_VALU)	0.892	0.624	1.000	0.622	1.000	0.620	1.000	0.912	0.908	0.087
X최소좌표(XCNTS_MIN)	0.925	1.000	0.622	1.000	0.618	1.000	0.622	0.894	0.896	0.152
Y최소좌표(YDNTS_MIN)	0.892	0.620	1.000	0.618	1.000	0.616	1.000	0.910	0.907	0.083
X최대좌표(XCNTS_MAX)	0.924	1.000	0.620	1.000	0.616	1.000	0.620	0.893	0.895	0.149
Y최대좌표(YDNTS_MAX)	0.892	0.624	1.000	0.622	1.000	0.620	1.000	0.912	0.908	0.061
시군구코드(SIGNGU_CD)	0.985	0.894	0.912	0.894	0.910	0.893	0.912	1.000	1.000	0.128
행정동코드(ADSTRD_CD)	0.985	0.896	0.908	0.896	0.907	0.895	0.908	1.000	1.000	0.161
면적(RELM_AR)	0.165	0.153	0.087	0.152	0.083	0.149	0.061	0.128	0.161	1.000

Heatmap
Table

	상권코드(ALLEY_TRDA)	X중심좌표(XCNTS_VALU)	Y중심좌표(YDNTS_VALU)	X최소좌표(XCNTS_MIN)	Y최소좌표(YDNTS_MIN)	X최대좌표(XCNTS_MAX)	Y최대좌표(YDNTS_MAX)	시군구코드(SIGNGU_CD)	행정동코드(ADSTRD_CD)	면적(RELM_AR)
상권코드(ALLEY_TRDA)	1.000	-0.137	-0.662	-0.137	-0.662	-0.137	-0.662	0.995	0.995	0.070
X중심좌표(XCNTS_VALU)	-0.137	1.000	0.299	1.000	0.299	1.000	0.299	-0.140	-0.139	-0.001
Y중심좌표(YDNTS_VALU)	-0.662	0.299	1.000	0.299	1.000	0.299	1.000	-0.663	-0.664	-0.030
X최소좌표(XCNTS_MIN)	-0.137	1.000	0.299	1.000	0.299	1.000	0.299	-0.140	-0.139	-0.005
Y최소좌표(YDNTS_MIN)	-0.662	0.299	1.000	0.299	1.000	0.299	1.000	-0.663	-0.664	-0.035
X최대좌표(XCNTS_MAX)	-0.137	1.000	0.299	1.000	0.299	1.000	0.299	-0.140	-0.139	0.004
Y최대좌표(YDNTS_MAX)	-0.662	0.299	1.000	0.299	1.000	0.299	1.000	-0.664	-0.664	-0.024
시군구코드(SIGNGU_CD)	0.995	-0.140	-0.663	-0.140	-0.663	-0.140	-0.664	1.000	0.999	0.067
행정동코드(ADSTRD_CD)	0.995	-0.139	-0.664	-0.139	-0.664	-0.139	-0.664	0.999	1.000	0.071
면적(RELM_AR)	0.070	-0.001	-0.030	-0.005	-0.035	0.004	-0.024	0.067	0.071	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

	상권코드(ALLEY_TRDA)	도로명(ALLEY_TR_1)	X중심좌표(XCNTS_VALU)	Y중심좌표(YDNTS_VALU)	X최소좌표(XCNTS_MIN)	Y최소좌표(YDNTS_MIN)	X최대좌표(XCNTS_MAX)	Y최대좌표(YDNTS_MAX)	등록일자(DW_REGIST)	시군구코드(SIGNGU_CD)	행정동코드(ADSTRD_CD)	면적(RELM_AR)
0	1000001	계동길	198799	453610	198677	453308	198994	454068	2018/10/15	11110	11110600	125351
1	1000002	난계로27길	201996	452630	201865	452486	202063	452774	2018/10/15	11230	11230536	31696
2	1000003	돈화문로11가길	198977	452902	198778	452666	199177	453093	2018/10/15	11110	11110615	113806
3	1000004	명륜길	199558	454351	199418	454196	199714	454549	2018/10/15	11110	11110650	44023
4	1000005	백석동길	197153	455283	196791	454758	197719	455726	2018/10/15	11110	11110560	367064
5	1000006	북촌로11길	198602	453529	198485	453310	198683	453767	2018/10/15	11110	11110540	46825
6	1000007	북촌로5길	198383	453422	198235	453188	198569	453698	2018/10/15	11110	11110515	63715
7	1000008	북촌로5나길	198500	454026	198380	453693	198707	454289	2018/10/15	11110	11110540	85534
8	1000009	삼청로5길	198284	453968	198133	453546	198422	454387	2018/10/15	11110	11110515	160793
9	1000010	성균관로5길	199722	453848	199533	453684	199885	454008	2018/10/15	11110	11110615	45115

	상권코드(ALLEY_TRDA)	도로명(ALLEY_TR_1)	X중심좌표(XCNTS_VALU)	Y중심좌표(YDNTS_VALU)	X최소좌표(XCNTS_MIN)	Y최소좌표(YDNTS_MIN)	X최대좌표(XCNTS_MAX)	Y최대좌표(YDNTS_MAX)	등록일자(DW_REGIST)	시군구코드(SIGNGU_CD)	행정동코드(ADSTRD_CD)	면적(RELM_AR)
1000	1001001	천중로39길	212368	449352	212167	449129	212554	449572	2018/10/15	11740	11740685	114515
1001	1001002	천중로51길	212791	449472	212614	449252	213001	449677	2018/10/15	11740	11740685	102045
1002	1001003	천호대로162길	211332	448445	211116	448209	211506	448648	2018/10/15	11740	11740650	70780
1003	1001004	천호대로170길	211664	448173	211492	447858	211869	448453	2018/10/15	11740	11740640	101168
1004	1001005	천호대로187길	212591	448407	212369	448259	212805	448565	2018/10/15	11740	11740685	74110
1005	1001006	천호대로197길	213036	448741	212882	448496	213214	449026	2018/10/15	11740	11740685	85540
1006	1001007	천호대로219길	215174	449783	214945	449591	215343	449969	2018/10/15	11740	11740520	81094
1007	1001008	천호옛14길	211019	448522	210795	448377	211260	448686	2018/10/15	11740	11740650	69580
1008	1001009	천호옛길	210925	448274	210718	448071	211103	448489	2018/10/15	11710	11710510	98533
1009	1001010	풍성로37가길	211344	448150	211100	447967	211538	448377	2018/10/15	11740	11740650	59036

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

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)

Interactions

Correlations

Missing values

Sample