gimi9 Pandas Profiling

Dataset statistics

Number of variables	11
Number of observations	500
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	46.5 KiB
Average record size in memory	95.3 B

Variable types

Numeric	7
Text	2
Categorical	2

Dataset

Description	Sample
Author	야놀자
URL	https://www.bigdata-culture.kr/bigdata/user/data_market/detail.do?id=5e8b1730-45ab-11eb-af9a-4b03f0a582d6

Alerts

`rstrnt_addr` is highly overall correlated with `rstrnt_la` and 2 other fields	High correlation
`rstrnt_nm` is highly overall correlated with `rstrnt_la` and 2 other fields	High correlation
`rstrnt_la` is highly overall correlated with `rstrnt_lo` and 2 other fields	High correlation
`rstrnt_lo` is highly overall correlated with `rstrnt_la` and 2 other fields	High correlation

Reproduction

Analysis started	2023-12-10 10:07:40.213017
Analysis finished	2023-12-10 10:07:51.060829
Duration	10.85 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

ldgs_cd
Real number (ℝ)

Distinct	69
Distinct (%)	13.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66064488

Minimum	23197
Maximum	1.0001104 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	23197
5-th percentile	25586
Q1	1019681
median	3001038
Q3	3008549
95-th percentile	1.0001041 × 10⁹
Maximum	1.0001104 × 10⁹
Range	1.0000872 × 10⁹
Interquartile range (IQR)	1988868

Descriptive statistics

Standard deviation	2.4448854 × 10⁸
Coefficient of variation (CV)	3.7007558
Kurtosis	10.812515
Mean	66064488
Median Absolute Deviation (MAD)	9345
Skewness	3.5733555
Sum	3.3032244 × 10¹⁰
Variance	5.9774646 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26275	14	2.8%
27140	14	2.8%
27583	14	2.8%
1019101	14	2.8%
1019681	14	2.8%
25586	14	2.8%
3014573	14	2.8%
3000975	14	2.8%
3001688	14	2.8%
23197	13	2.6%
Other values (59)	361	72.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23197	13	2.6%
23207	2	0.4%
23589	1	0.2%
24424	5	1.0%
25405	1	0.2%
25586	14	2.8%
26275	14	2.8%
26429	4	0.8%
27140	14	2.8%
27279	4	0.8%

Value	Count	Frequency (%)
1000110398	13	2.6%
1000105637	3	0.6%
1000104143	13	2.6%
1000102477	1	0.2%
1000099522	2	0.4%
3018553	10	2.0%
3017934	9	1.8%
3017844	10	2.0%
3016815	4	0.8%
3015586	5	1.0%

ldgs_nm
Text

Distinct	67
Distinct (%)	13.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	23
Median length	19
Mean length	10.112
Min length	4

Characters and Unicode

Total characters	5056
Distinct characters	156
Distinct categories	9 ?
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	8 ?
Unique (%)	1.6%

Sample

1st row	강남 렉시
2nd row	역삼(강남역) 마레
3rd row	강남 시애틀
4th row	강남 밀라노
5th row	강남 648호텔

Value	Count	Frequency (%)
강남	264	19.4%
호텔	171	12.6%
역삼	72	5.3%
서울	35	2.6%
648호텔	27	2.0%
더	25	1.8%
hotel	23	1.7%
앰배서더	23	1.7%
게스트하우스	22	1.6%
디자이너스	20	1.5%
Other values (86)	676	49.8%

Most occurring characters

Value	Count	Frequency (%)
	858	17.0%
강	307	6.1%
남	307	6.1%
텔	245	4.8%
스	243	4.8%
호	235	4.6%
역	114	2.3%
삼	109	2.2%
리	97	1.9%
서	77	1.5%
Other values (146)	2464	48.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3509	69.4%
Space Separator	858	17.0%
Lowercase Letter	302	6.0%
Uppercase Letter	207	4.1%
Decimal Number	90	1.8%
Open Punctuation	38	0.8%
Close Punctuation	38	0.8%
Dash Punctuation	11	0.2%
Other Punctuation	3	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
강	307	8.7%
남	307	8.7%
텔	245	7.0%
스	243	6.9%
호	235	6.7%
역	114	3.2%
삼	109	3.1%
리	97	2.8%
서	77	2.2%
이	62	1.8%
Other values (102)	1713	48.8%

Uppercase Letter

Value	Count	Frequency (%)
N	49	23.7%
H	35	16.9%
A	27	13.0%
L	20	9.7%
B	14	6.8%
T	11	5.3%
K	9	4.3%
I	6	2.9%
O	6	2.9%
E	6	2.9%
Other values (9)	24	11.6%

Lowercase Letter

Value	Count	Frequency (%)
e	66	21.9%
t	41	13.6%
o	33	10.9%
l	31	10.3%
n	23	7.6%
s	19	6.3%
u	18	6.0%
i	15	5.0%
a	13	4.3%
v	11	3.6%
Other values (6)	32	10.6%

Decimal Number

Value	Count	Frequency (%)
4	27	30.0%
8	27	30.0%
6	27	30.0%
1	9	10.0%

Space Separator

Value	Count	Frequency (%)
	858	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	38	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	38	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3509	69.4%
Common	1038	20.5%
Latin	509	10.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
강	307	8.7%
남	307	8.7%
텔	245	7.0%
스	243	6.9%
호	235	6.7%
역	114	3.2%
삼	109	3.1%
리	97	2.8%
서	77	2.2%
이	62	1.8%
Other values (102)	1713	48.8%

Latin

Value	Count	Frequency (%)
e	66	13.0%
N	49	9.6%
t	41	8.1%
H	35	6.9%
o	33	6.5%
l	31	6.1%
A	27	5.3%
n	23	4.5%
L	20	3.9%
s	19	3.7%
Other values (25)	165	32.4%

Common

Value	Count	Frequency (%)
	858	82.7%
(	38	3.7%
)	38	3.7%
4	27	2.6%
8	27	2.6%
6	27	2.6%
-	11	1.1%
1	9	0.9%
&	3	0.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3509	69.4%
ASCII	1547	30.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	858	55.5%
e	66	4.3%
N	49	3.2%
t	41	2.7%
(	38	2.5%
)	38	2.5%
H	35	2.3%
o	33	2.1%
l	31	2.0%
4	27	1.7%
Other values (34)	331	21.4%

Hangul

Value	Count	Frequency (%)
강	307	8.7%
남	307	8.7%
텔	245	7.0%
스	243	6.9%
호	235	6.7%
역	114	3.2%
삼	109	3.1%
리	97	2.8%
서	77	2.2%
이	62	1.8%
Other values (102)	1713	48.8%

ldgs_addr
Text

Distinct	69
Distinct (%)	13.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	34
Median length	28
Mean length	21.662
Min length	17

Characters and Unicode

Total characters	10831
Distinct characters	54
Distinct categories	7 ?
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	10 ?
Unique (%)	2.0%

Sample

1st row	서울특별시 강남구 테헤란로16길 11
2nd row	서울 강남구 테헤란로2길 33 (역삼동)
3rd row	서울 강남구 테헤란로2길 37 (역삼동)
4th row	서울 강남구 테헤란로2길 35 (역삼동)
5th row	서울특별시 강남구 강남대로94길 56-4 (역삼동)

Value	Count	Frequency (%)
강남구	435	19.8%
서울특별시	415	18.9%
역삼동	151	6.9%
봉은사로	92	4.2%
서울	85	3.9%
테헤란로2길	83	3.8%
서초구	65	3.0%
11	32	1.5%
논현동	29	1.3%
13	28	1.3%
Other values (84)	786	35.7%

Most occurring characters

Value	Count	Frequency (%)
	1701	15.7%
서	596	5.5%
강	509	4.7%
남	509	4.7%
로	500	4.6%
울	500	4.6%
구	500	4.6%
1	469	4.3%
시	415	3.8%
별	415	3.8%
Other values (44)	4717	43.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6708	61.9%
Decimal Number	1878	17.3%
Space Separator	1701	15.7%
Close Punctuation	213	2.0%
Open Punctuation	213	2.0%
Dash Punctuation	108	1.0%
Other Punctuation	10	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	596	8.9%
강	509	7.6%
남	509	7.6%
로	500	7.5%
울	500	7.5%
구	500	7.5%
시	415	6.2%
별	415	6.2%
특	415	6.2%
길	358	5.3%
Other values (29)	1991	29.7%

Decimal Number

Value	Count	Frequency (%)
1	469	25.0%
3	338	18.0%
2	241	12.8%
5	220	11.7%
7	124	6.6%
4	123	6.5%
0	114	6.1%
8	85	4.5%
6	82	4.4%
9	82	4.4%

Space Separator

Value	Count	Frequency (%)
	1701	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	213	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	213	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	108	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6708	61.9%
Common	4123	38.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	596	8.9%
강	509	7.6%
남	509	7.6%
로	500	7.5%
울	500	7.5%
구	500	7.5%
시	415	6.2%
별	415	6.2%
특	415	6.2%
길	358	5.3%
Other values (29)	1991	29.7%

Common

Value	Count	Frequency (%)
	1701	41.3%
1	469	11.4%
3	338	8.2%
2	241	5.8%
5	220	5.3%
)	213	5.2%
(	213	5.2%
7	124	3.0%
4	123	3.0%
0	114	2.8%
Other values (5)	367	8.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6708	61.9%
ASCII	4123	38.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1701	41.3%
1	469	11.4%
3	338	8.2%
2	241	5.8%
5	220	5.3%
)	213	5.2%
(	213	5.2%
7	124	3.0%
4	123	3.0%
0	114	2.8%
Other values (5)	367	8.9%

Hangul

Value	Count	Frequency (%)
서	596	8.9%
강	509	7.6%
남	509	7.6%
로	500	7.5%
울	500	7.5%
구	500	7.5%
시	415	6.2%
별	415	6.2%
특	415	6.2%
길	358	5.3%
Other values (29)	1991	29.7%

ldgs_la
Real number (ℝ)

Distinct	69
Distinct (%)	13.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.500796

Minimum	37.489359
Maximum	37.512042
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	37.489359
5-th percentile	37.494461
Q1	37.497314
median	37.50087
Q3	37.504066
95-th percentile	37.50634
Maximum	37.512042
Range	0.022683
Interquartile range (IQR)	0.006752

Descriptive statistics

Standard deviation	0.0040961272
Coefficient of variation (CV)	0.00010922774
Kurtosis	-0.51995345
Mean	37.500796
Median Absolute Deviation (MAD)	0.0035555
Skewness	-0.27803679
Sum	18750.398
Variance	1.6778258 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.4958567	14	2.8%
37.4959547	14	2.8%
37.5000015	14	2.8%
37.4973142	14	2.8%
37.5040662	14	2.8%
37.4961027	14	2.8%
37.4962133	14	2.8%
37.499008	14	2.8%
37.49872	14	2.8%
37.4987923	13	2.6%
Other values (59)	361	72.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37.489359	4	0.8%
37.491632	9	1.8%
37.493376	10	2.0%
37.494461	3	0.6%
37.4944613	3	0.6%
37.4946337	2	0.4%
37.49479	8	1.6%
37.4958567	14	2.8%
37.4959547	14	2.8%
37.4961027	14	2.8%

Value	Count	Frequency (%)
37.512042	2	0.4%
37.5105165	1	0.2%
37.508377	2	0.4%
37.506801	9	1.8%
37.506432	10	2.0%
37.50634	10	2.0%
37.505795	10	2.0%
37.505607	10	2.0%
37.5055177	10	2.0%
37.5054808	9	1.8%

ldgs_lo
Real number (ℝ)

Distinct	69
Distinct (%)	13.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.03122

Minimum	127.01787
Maximum	127.04114
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	127.01787
5-th percentile	127.02205
Q1	127.02851
median	127.02999
Q3	127.03541
95-th percentile	127.0392
Maximum	127.04114
Range	0.0232695
Interquartile range (IQR)	0.00689575

Descriptive statistics

Standard deviation	0.0050680735
Coefficient of variation (CV)	3.9896283 × 10^-5
Kurtosis	-0.31032669
Mean	127.03122
Median Absolute Deviation (MAD)	0.0038896
Skewness	-0.14439843
Sum	63515.61
Variance	2.5685369 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127.0299851	14	2.8%
127.0298425	14	2.8%
127.0318757	14	2.8%
127.0291977	14	2.8%
127.0273281	14	2.8%
127.0298563	14	2.8%
127.02980739999998	14	2.8%
127.028512	14	2.8%
127.032518	14	2.8%
127.03395580000006	13	2.6%
Other values (59)	361	72.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
127.0178707	3	0.6%
127.017871	3	0.6%
127.01844630000004	1	0.2%
127.020469	12	2.4%
127.02205170000002	10	2.0%
127.023661	2	0.4%
127.023759	13	2.6%
127.0252206	9	1.8%
127.025842	10	2.0%
127.0258797	10	2.0%

Value	Count	Frequency (%)
127.04114019999996	1	0.2%
127.041135	1	0.2%
127.0411349	1	0.2%
127.041064	1	0.2%
127.040503	1	0.2%
127.0404898	1	0.2%
127.0403744	1	0.2%
127.0402482	2	0.4%
127.04008299999998	2	0.4%
127.0399368	1	0.2%

ldgs_tel_no
Real number (ℝ)

Distinct	66
Distinct (%)	13.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9668407 × 10¹⁰

Minimum	25086247
Maximum	5.0350522 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	25086247
5-th percentile	25534737
Q1	25619442
median	2.328811 × 10⁸
Q3	5.0350502 × 10¹⁰
95-th percentile	5.0350521 × 10¹⁰
Maximum	5.0350522 × 10¹⁰
Range	5.0325435 × 10¹⁰
Interquartile range (IQR)	5.0324882 × 10¹⁰

Descriptive statistics

Standard deviation	2.4464481 × 10¹⁰
Coefficient of variation (CV)	1.2438466
Kurtosis	-1.7941313
Mean	1.9668407 × 10¹⁰
Median Absolute Deviation (MAD)	2.0734555 × 10⁸
Skewness	0.45878575
Sum	9.8342037 × 10¹²
Variance	5.9851084 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25534737	27	5.4%
232881100	14	2.8%
50350521643	14	2.8%
50350501678	14	2.8%
50350514359	14	2.8%
50350514576	14	2.8%
50350509644	14	2.8%
50350500920	14	2.8%
25554204	14	2.8%
218999994	13	2.6%
Other values (56)	348	69.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25086247	4	0.8%
25088366	1	0.2%
25111884	2	0.4%
25485489	10	2.0%
25529711	4	0.8%
25534737	27	5.4%
25535551	8	1.6%
25544250	13	2.6%
25554204	14	2.8%
25571221	10	2.0%

Value	Count	Frequency (%)
50350521643	14	2.8%
50350521505	8	1.6%
50350521494	3	0.6%
50350521013	2	0.4%
50350520176	1	0.2%
50350519739	2	0.4%
50350518877	9	1.8%
50350518818	10	2.0%
50350515953	10	2.0%
50350515100	2	0.4%

rstrnt_nm
Categorical

HIGH CORRELATION

Distinct	14
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

육장현	53
유정원	50
서래	45
떡도리탕	43
블랙스테이크 강남점	36
Other values (9)	273

Length

Max length	12
Median length	10
Mean length	5.56
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
육장현	53	10.6%
유정원	50	10.0%
서래	45	9.0%
떡도리탕	43	8.6%
블랙스테이크 강남점	36	7.2%
하루하루 샤브샤브	36	7.2%
프리모바치오바치 강남점	35	7.0%
씨블루	35	7.0%
골목집	33	6.6%
북촌수라간	30	6.0%
Other values (4)	104	20.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
강남점	71	11.2%
육장현	53	8.4%
유정원	50	7.9%
서래	45	7.1%
떡도리탕	43	6.8%
블랙스테이크	36	5.7%
하루하루	36	5.7%
샤브샤브	36	5.7%
씨블루	35	5.5%
프리모바치오바치	35	5.5%
Other values (7)	194	30.6%

rstrnt_addr
Categorical

HIGH CORRELATION

Distinct	14
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

서울특별시 강남구 테헤란로5길 20 1층	53
서울특별시 강남구 테헤란로8길 41	50
서울특별시 강남구 강남대로94길 10 K스퀘어 3층	45
서울특별시 강남구 테헤란로1길 28-4	43
서울특별시 강남구 강남대로106길 23	36
Other values (9)	273

Length

Max length	28
Median length	24
Mean length	21.92
Min length	19

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	서울특별시 서초구 강남대로 365 대우도씨에빛
2nd row	서울특별시 서초구 강남대로 365 대우도씨에빛
3rd row	서울특별시 서초구 강남대로 365 대우도씨에빛
4th row	서울특별시 서초구 강남대로 365 대우도씨에빛
5th row	서울특별시 서초구 강남대로 365 대우도씨에빛

Common Values

Value	Count	Frequency (%)
서울특별시 강남구 테헤란로5길 20 1층	53	10.6%
서울특별시 강남구 테헤란로8길 41	50	10.0%
서울특별시 강남구 강남대로94길 10 K스퀘어 3층	45	9.0%
서울특별시 강남구 테헤란로1길 28-4	43	8.6%
서울특별시 강남구 강남대로106길 23	36	7.2%
서울특별시 서초구 서초대로77길 3 아라타워	36	7.2%
서울특별시 강남구 강남대로 416 창림빌딩	35	7.0%
서울특별시 강남구 봉은사로4길 17 1층	35	7.0%
서울특별시 강남구 봉은사로4길 40	33	6.6%
서울특별시 강남구 테헤란로2길 28	30	6.0%
Other values (4)	104	20.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
서울특별시	500	21.7%
강남구	360	15.6%
서초구	140	6.1%
1층	88	3.8%
봉은사로4길	68	3.0%
강남대로	59	2.6%
테헤란로5길	53	2.3%
20	53	2.3%
테헤란로8길	50	2.2%
41	50	2.2%
Other values (26)	881	38.3%

rstrnt_la
Real number (ℝ)

HIGH CORRELATION

Distinct	14
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.499666

Minimum	37.495108
Maximum	37.503727
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	37.495108
5-th percentile	37.495332
Q1	37.496275
median	37.499978
Q3	37.502357
95-th percentile	37.503727
Maximum	37.503727
Range	0.0086192
Interquartile range (IQR)	0.0060816

Descriptive statistics

Standard deviation	0.0027499169
Coefficient of variation (CV)	7.3331769 × 10^-5
Kurtosis	-1.1595351
Mean	37.499666
Median Absolute Deviation (MAD)	0.0023793
Skewness	-0.12367765
Sum	18749.833
Variance	7.5620427 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
37.4999776	53	10.6%
37.4962753	50	10.0%
37.4991963	45	9.0%
37.5001917	43	8.6%
37.5033174	36	7.2%
37.4980112	36	7.2%
37.499835	35	7.0%
37.5037272	35	7.0%
37.5023569	33	6.6%
37.4962536	30	6.0%
Other values (4)	104	20.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37.495108	24	4.8%
37.4953321	24	4.8%
37.4962536	30	6.0%
37.4962753	50	10.0%
37.4980112	36	7.2%
37.4991963	45	9.0%
37.499835	35	7.0%
37.4999776	53	10.6%
37.5001917	43	8.6%
37.5018201	29	5.8%

Value	Count	Frequency (%)
37.5037272	35	7.0%
37.5033174	36	7.2%
37.5032281	27	5.4%
37.5023569	33	6.6%
37.5018201	29	5.8%
37.5001917	43	8.6%
37.4999776	53	10.6%
37.499835	35	7.0%
37.4991963	45	9.0%
37.4980112	36	7.2%

rstrnt_lo
Real number (ℝ)

HIGH CORRELATION

Distinct	14
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.0278

Minimum	127.02358
Maximum	127.03209
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	127.02358
5-th percentile	127.02358
Q1	127.02658
median	127.02779
Q3	127.02907
95-th percentile	127.03209
Maximum	127.03209
Range	0.0085148
Interquartile range (IQR)	0.0024871

Descriptive statistics

Standard deviation	0.0020204216
Coefficient of variation (CV)	1.590535 × 10^-5
Kurtosis	0.52555177
Mean	127.0278
Median Absolute Deviation (MAD)	0.0012111
Skewness	0.25301603
Sum	63513.9
Variance	4.0821034 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
127.0290682	53	10.6%
127.032093	50	10.0%
127.0282272	45	9.0%
127.0277922	43	8.6%
127.0274054	36	7.2%
127.0265811	36	7.2%
127.027083	35	7.0%
127.0264689	35	7.0%
127.0269408	33	6.6%
127.0293785	30	6.0%
Other values (4)	104	20.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
127.0235782	27	5.4%
127.0246093	29	5.8%
127.0264689	35	7.0%
127.0265811	36	7.2%
127.0269408	33	6.6%
127.027083	35	7.0%
127.0274054	36	7.2%
127.0277922	43	8.6%
127.0279346	24	4.8%
127.0282272	45	9.0%

Value	Count	Frequency (%)
127.032093	50	10.0%
127.0293785	30	6.0%
127.0290682	53	10.6%
127.0283363	24	4.8%
127.0282272	45	9.0%
127.0279346	24	4.8%
127.0277922	43	8.6%
127.0274054	36	7.2%
127.027083	35	7.0%
127.0269408	33	6.6%

ldgs_rstrnt_btwn_dstnc_co
Real number (ℝ)

Distinct	362
Distinct (%)	72.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.650222

Minimum	0.029
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0.029
5-th percentile	0.193
Q1	0.44875
median	0.6935
Q3	0.86925
95-th percentile	0.988
Maximum	1
Range	0.971
Interquartile range (IQR)	0.4205

Descriptive statistics

Standard deviation	0.25623038
Coefficient of variation (CV)	0.394066
Kurtosis	-0.83578351
Mean	0.650222
Median Absolute Deviation (MAD)	0.1995
Skewness	-0.47047002
Sum	325.111
Variance	0.065654009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.999	6	1.2%
0.928	5	1.0%
0.77	4	0.8%
0.788	4	0.8%
0.202	4	0.8%
0.636	4	0.8%
0.361	3	0.6%
0.976	3	0.6%
0.989	3	0.6%
0.644	3	0.6%
Other values (352)	461	92.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.029	1	0.2%
0.033	1	0.2%
0.038	1	0.2%
0.045	1	0.2%
0.053	1	0.2%
0.069	1	0.2%
0.084	1	0.2%
0.085	1	0.2%
0.105	1	0.2%
0.118	1	0.2%

Value	Count	Frequency (%)
1.0	3	0.6%
0.999	6	1.2%
0.998	2	0.4%
0.997	3	0.6%
0.996	1	0.2%
0.994	2	0.4%
0.993	1	0.2%
0.991	2	0.4%
0.99	1	0.2%
0.989	3	0.6%

Heatmap
Table

	ldgs_cd	ldgs_nm	ldgs_addr	ldgs_la	ldgs_lo	ldgs_tel_no	rstrnt_nm	rstrnt_addr	rstrnt_la	rstrnt_lo	ldgs_rstrnt_btwn_dstnc_co
ldgs_cd	1.000	0.959	1.000	0.465	0.522	0.051	0.000	0.000	0.000	0.000	0.210
ldgs_nm	0.959	1.000	1.000	1.000	1.000	1.000	0.000	0.000	0.000	0.000	0.444
ldgs_addr	1.000	1.000	1.000	1.000	1.000	1.000	0.000	0.000	0.000	0.000	0.414
ldgs_la	0.465	1.000	1.000	1.000	0.893	0.594	0.305	0.305	0.300	0.310	0.579
ldgs_lo	0.522	1.000	1.000	0.893	1.000	0.526	0.331	0.331	0.313	0.359	0.662
ldgs_tel_no	0.051	1.000	1.000	0.594	0.526	1.000	0.000	0.000	0.000	0.000	0.289
rstrnt_nm	0.000	0.000	0.000	0.305	0.331	0.000	1.000	1.000	1.000	1.000	0.358
rstrnt_addr	0.000	0.000	0.000	0.305	0.331	0.000	1.000	1.000	1.000	1.000	0.358
rstrnt_la	0.000	0.000	0.000	0.300	0.313	0.000	1.000	1.000	1.000	0.906	0.288
rstrnt_lo	0.000	0.000	0.000	0.310	0.359	0.000	1.000	1.000	0.906	1.000	0.234
ldgs_rstrnt_btwn_dstnc_co	0.210	0.444	0.414	0.579	0.662	0.289	0.358	0.358	0.288	0.234	1.000

Heatmap
Table

	rstrnt_addr	rstrnt_nm
rstrnt_addr	1.000	1.000
rstrnt_nm	1.000	1.000

Heatmap
Table

	ldgs_cd	ldgs_la	ldgs_lo	ldgs_tel_no	rstrnt_la	rstrnt_lo	ldgs_rstrnt_btwn_dstnc_co	rstrnt_nm	rstrnt_addr
ldgs_cd	1.000	0.206	-0.074	-0.097	0.043	-0.030	0.018	0.000	0.000
ldgs_la	0.206	1.000	-0.071	0.005	0.301	-0.187	0.082	0.127	0.127
ldgs_lo	-0.074	-0.071	1.000	-0.160	-0.152	0.342	0.479	0.139	0.139
ldgs_tel_no	-0.097	0.005	-0.160	1.000	0.020	0.016	-0.010	0.000	0.000
rstrnt_la	0.043	0.301	-0.152	0.020	1.000	-0.652	-0.046	0.994	0.994
rstrnt_lo	-0.030	-0.187	0.342	0.016	-0.652	1.000	0.060	0.993	0.993
ldgs_rstrnt_btwn_dstnc_co	0.018	0.082	0.479	-0.010	-0.046	0.060	1.000	0.152	0.152
rstrnt_nm	0.000	0.127	0.139	0.000	0.994	0.993	0.152	1.000	1.000
rstrnt_addr	0.000	0.127	0.139	0.000	0.994	0.993	0.152	1.000	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

	ldgs_cd	ldgs_nm	ldgs_addr	ldgs_la	ldgs_lo	ldgs_tel_no	rstrnt_nm	rstrnt_addr	rstrnt_la	rstrnt_lo	ldgs_rstrnt_btwn_dstnc_co
0	23197	강남 렉시	서울특별시 강남구 테헤란로16길 11	37.498792	127.033956	25544250	다미선	서울특별시 서초구 강남대로 365 대우도씨에빛	37.495332	127.028336	0.628
1	25586	역삼(강남역) 마레	서울 강남구 테헤란로2길 33 (역삼동)	37.496103	127.029856	50350500920	다미선	서울특별시 서초구 강남대로 365 대우도씨에빛	37.495332	127.028336	0.159
2	26275	강남 시애틀	서울 강남구 테헤란로2길 37 (역삼동)	37.495857	127.029985	50350521643	다미선	서울특별시 서초구 강남대로 365 대우도씨에빛	37.495332	127.028336	0.157
3	27140	강남 밀라노	서울 강남구 테헤란로2길 35 (역삼동)	37.495955	127.029843	50350501678	다미선	서울특별시 서초구 강남대로 365 대우도씨에빛	37.495332	127.028336	0.15
4	27583	강남 648호텔	서울특별시 강남구 강남대로94길 56-4 (역삼동)	37.500002	127.031876	25534737	다미선	서울특별시 서초구 강남대로 365 대우도씨에빛	37.495332	127.028336	0.606
5	1019101	강남 캠퍼스	서울 강남구 테헤란로2길 13 (역삼동)	37.497314	127.029198	50350514359	다미선	서울특별시 서초구 강남대로 365 대우도씨에빛	37.495332	127.028336	0.233
6	1019681	서울 빅존스 플레이스 게스트하우스	서울특별시 강남구 강남대로110길 31-1 (역삼동)	37.504066	127.027328	50350514576	다미선	서울특별시 서초구 강남대로 365 대우도씨에빛	37.495332	127.028336	0.975
7	3000585	머큐어 앰배서더 강남 쏘도베	서울특별시 강남구 테헤란로25길 10	37.50122	127.03546	220506000	다미선	서울특별시 서초구 강남대로 365 대우도씨에빛	37.495332	127.028336	0.908
8	3000638	강남아르누보씨티 호텔	서울특별시 서초구 서초대로74길 49	37.493376	127.028125	25807500	다미선	서울특별시 서초구 강남대로 365 대우도씨에빛	37.495332	127.028336	0.218
9	3000697	호텔 아르누보 서초	서울특별시 서초구 서초대로 357	37.496129	127.020469	25607101	다미선	서울특별시 서초구 강남대로 365 대우도씨에빛	37.495332	127.028336	0.7

	ldgs_cd	ldgs_nm	ldgs_addr	ldgs_la	ldgs_lo	ldgs_tel_no	rstrnt_nm	rstrnt_addr	rstrnt_la	rstrnt_lo	ldgs_rstrnt_btwn_dstnc_co
490	3001437	호텔 더 디자이너스 리즈 강남	서울특별시 강남구 봉은사로 113	37.50517	127.025842	25674000	젊은조개구이바강남역점	서울특별시 서초구 강남대로69길 8 서울빌딩	37.50182	127.024609	0.388
491	3001516	카푸치노 호텔	서울특별시 강남구 봉은사로 155	37.506801	127.031485	220389500	젊은조개구이바강남역점	서울특별시 서초구 강남대로69길 8 서울빌딩	37.50182	127.024609	0.821
492	3001688	호텔 소울하다	서울특별시 강남구 테헤란로10길 5	37.49872	127.032518	232881100	젊은조개구이바강남역점	서울특별시 서초구 강남대로69길 8 서울빌딩	37.50182	127.024609	0.778
493	3001747	스테이 호텔 강남	서울특별시 강남구 논현로87길 15-4	37.499343	127.035403	25686200	젊은조개구이바강남역점	서울특별시 서초구 강남대로69길 8 서울빌딩	37.50182	127.024609	0.991
494	3008549	도미인 서울 강남	서울특별시 강남구 봉은사로 134	37.505607	127.029448	25485489	젊은조개구이바강남역점	서울특별시 서초구 강남대로69길 8 서울빌딩	37.50182	127.024609	0.6
495	3010383	논현 왈츠	서울특별시 강남구 강남대로112길 20 (논현동)	37.505518	127.026095	50350515953	젊은조개구이바강남역점	서울특별시 서초구 강남대로69길 8 서울빌딩	37.50182	127.024609	0.432
496	3013608	호텔 세느 강남	서울특별시 강남구 논현로 533	37.503903	127.035093	220520551	젊은조개구이바강남역점	서울특별시 서초구 강남대로69길 8 서울빌딩	37.50182	127.024609	0.953
497	3014573	강남 BNN	서울특별시 강남구 테헤란로2길 31 (역삼동)	37.496213	127.029807	50350509644	젊은조개구이바강남역점	서울특별시 서초구 강남대로69길 8 서울빌딩	37.50182	127.024609	0.774
498	3015356	르 메르디앙 서울	서울특별시 강남구 봉은사로 120	37.504847	127.027142	234518000	젊은조개구이바강남역점	서울특별시 서초구 강남대로69길 8 서울빌딩	37.50182	127.024609	0.404
499	3017844	강남 AN 게스트하우스(L stay)	서울특별시 서초구 사평대로53길 8-3 (반포동, 세종빌리지)	37.504854	127.022052	50350518818	젊은조개구이바강남역점	서울특별시 서초구 강남대로69길 8 서울빌딩	37.50182	127.024609	0.406

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values

Length

Interactions

Correlations

Missing values

Sample