gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	1812
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	216.0 KiB
Average record size in memory	122.1 B

Variable types

Numeric	10
Text	3
Categorical	1

Dataset

Description	전통시장 실태조사 기준 전통시장 데이터로 전통시장 면적, 전체점포 수, 빈점포, 기타점포, 노점수와 함께 점포상인 수, 종업원 수, 노점상인 수의 데이터를 제공합니다.
URL	https://www.data.go.kr/data/15117652/fileData.do

Alerts

`순번` is highly overall correlated with `시장면적` and 4 other fields	High correlation
`시장면적` is highly overall correlated with `순번` and 3 other fields	High correlation
`전체점포` is highly overall correlated with `순번` and 4 other fields	High correlation
`노점수` is highly overall correlated with `노점상인`	High correlation
`점포상인` is highly overall correlated with `순번` and 4 other fields	High correlation
`종업원` is highly overall correlated with `순번` and 3 other fields	High correlation
`노점상인` is highly overall correlated with `노점수`	High correlation
`총시장상인` is highly overall correlated with `순번` and 4 other fields	High correlation
`순번` has unique values	Unique
`빈점포` has 563 (31.1%) zeros	Zeros
`기타점포` has 1274 (70.3%) zeros	Zeros
`노점수` has 910 (50.2%) zeros	Zeros
`종업원` has 234 (12.9%) zeros	Zeros
`노점상인` has 910 (50.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 21:08:40.556151
Analysis finished	2023-12-12 21:08:51.800270
Duration	11.24 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

순번
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	1812
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	906.5

Minimum	1
Maximum	1812
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	1
5-th percentile	91.55
Q1	453.75
median	906.5
Q3	1359.25
95-th percentile	1721.45
Maximum	1812
Range	1811
Interquartile range (IQR)	905.5

Descriptive statistics

Standard deviation	523.22366
Coefficient of variation (CV)	0.57719102
Kurtosis	-1.2
Mean	906.5
Median Absolute Deviation (MAD)	453
Skewness	0
Sum	1642578
Variance	273763
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
1192	1	0.1%
1218	1	0.1%
1217	1	0.1%
1216	1	0.1%
1215	1	0.1%
1214	1	0.1%
1213	1	0.1%
1212	1	0.1%
1211	1	0.1%
Other values (1802)	1802	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%
10	1	0.1%

Value	Count	Frequency (%)
1812	1	0.1%
1811	1	0.1%
1810	1	0.1%
1809	1	0.1%
1808	1	0.1%
1807	1	0.1%
1806	1	0.1%
1805	1	0.1%
1804	1	0.1%
1803	1	0.1%

시장명
Text

Distinct	1769
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

Max length	18
Median length	17
Mean length	6.5
Min length	2

Characters and Unicode

Total characters	11778
Distinct characters	435
Distinct categories	8 ?
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	1738 ?
Unique (%)	95.9%

Sample

1st row	서울남대문시장
2nd row	인천산업용품유통센터
3rd row	동대문종합시장
4th row	르네시떼
5th row	평화시장

Value	Count	Frequency (%)
상점가	46	2.2%
상인회	15	0.7%
중앙시장	14	0.7%
골목형	11	0.5%
전통시장	11	0.5%
시장	10	0.5%
골목형상점가	8	0.4%
거리	8	0.4%
종합시장	7	0.3%
지하상가	6	0.3%
Other values (1857)	1951	93.5%

Most occurring characters

Value	Count	Frequency (%)
장	1386	11.8%
시	1365	11.6%
상	527	4.5%
가	473	4.0%
	275	2.3%
동	237	2.0%
전	224	1.9%
점	206	1.7%
산	193	1.6%
통	179	1.5%
Other values (425)	6713	57.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11326	96.2%
Space Separator	275	2.3%
Decimal Number	85	0.7%
Close Punctuation	40	0.3%
Open Punctuation	38	0.3%
Uppercase Letter	7	0.1%
Lowercase Letter	4	< 0.1%
Dash Punctuation	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
장	1386	12.2%
시	1365	12.1%
상	527	4.7%
가	473	4.2%
동	237	2.1%
전	224	2.0%
점	206	1.8%
산	193	1.7%
통	179	1.6%
중	149	1.3%
Other values (402)	6387	56.4%

Decimal Number

Value	Count	Frequency (%)
5	32	37.6%
1	18	21.2%
2	13	15.3%
3	10	11.8%
4	5	5.9%
6	3	3.5%
7	2	2.4%
9	1	1.2%
0	1	1.2%

Uppercase Letter

Value	Count	Frequency (%)
B	2	28.6%
T	1	14.3%
D	1	14.3%
A	1	14.3%
S	1	14.3%
K	1	14.3%

Lowercase Letter

Value	Count	Frequency (%)
s	1	25.0%
m	1	25.0%
a	1	25.0%
e	1	25.0%

Space Separator

Value	Count	Frequency (%)
	275	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	40	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	38	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11326	96.2%
Common	441	3.7%
Latin	11	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
장	1386	12.2%
시	1365	12.1%
상	527	4.7%
가	473	4.2%
동	237	2.1%
전	224	2.0%
점	206	1.8%
산	193	1.7%
통	179	1.6%
중	149	1.3%
Other values (402)	6387	56.4%

Common

Value	Count	Frequency (%)
	275	62.4%
)	40	9.1%
(	38	8.6%
5	32	7.3%
1	18	4.1%
2	13	2.9%
3	10	2.3%
4	5	1.1%
-	3	0.7%
6	3	0.7%
Other values (3)	4	0.9%

Latin

Value	Count	Frequency (%)
B	2	18.2%
s	1	9.1%
m	1	9.1%
a	1	9.1%
e	1	9.1%
T	1	9.1%
D	1	9.1%
A	1	9.1%
S	1	9.1%
K	1	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11326	96.2%
ASCII	452	3.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
장	1386	12.2%
시	1365	12.1%
상	527	4.7%
가	473	4.2%
동	237	2.1%
전	224	2.0%
점	206	1.8%
산	193	1.7%
통	179	1.6%
중	149	1.3%
Other values (402)	6387	56.4%

ASCII

Value	Count	Frequency (%)
	275	60.8%
)	40	8.8%
(	38	8.4%
5	32	7.1%
1	18	4.0%
2	13	2.9%
3	10	2.2%
4	5	1.1%
-	3	0.7%
6	3	0.7%
Other values (13)	15	3.3%

주소
Text

Distinct	1796
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

Max length	42
Median length	33
Mean length	20.128035
Min length	11

Characters and Unicode

Total characters	36472
Distinct characters	332
Distinct categories	6 ?
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	1784 ?
Unique (%)	98.5%

Sample

1st row	서울특별시 중구 남창동 49-1 일대
2nd row	인천광역시 동구 송림동 294
3rd row	서울특별시 종로구 종로6가 289-3 동대
4th row	부산광역시 사상구 괘법동 529-1
5th row	서울특별시 중구 을지로6가 17-48 일대

Value	Count	Frequency (%)
서울특별시	297	3.7%
경기도	221	2.8%
부산광역시	186	2.3%
경상남도	173	2.2%
경상북도	150	1.9%
중구	136	1.7%
대구광역시	118	1.5%
전라남도	115	1.4%
인천광역시	80	1.0%
전라북도	76	0.9%
Other values (3449)	6484	80.7%

Most occurring characters

Value	Count	Frequency (%)
	6270	17.2%
1	1618	4.4%
시	1603	4.4%
동	1582	4.3%
-	1391	3.8%
구	1224	3.4%
도	1060	2.9%
2	992	2.7%
3	829	2.3%
4	702	1.9%
Other values (322)	19201	52.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	21401	58.7%
Decimal Number	7402	20.3%
Space Separator	6270	17.2%
Dash Punctuation	1391	3.8%
Math Symbol	4	< 0.1%
Uppercase Letter	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	1603	7.5%
동	1582	7.4%
구	1224	5.7%
도	1060	5.0%
광	629	2.9%
남	614	2.9%
경	584	2.7%
산	578	2.7%
역	537	2.5%
서	495	2.3%
Other values (307)	12495	58.4%

Decimal Number

Value	Count	Frequency (%)
1	1618	21.9%
2	992	13.4%
3	829	11.2%
4	702	9.5%
5	629	8.5%
6	614	8.3%
7	554	7.5%
8	516	7.0%
9	485	6.6%
0	463	6.3%

Uppercase Letter

Value	Count	Frequency (%)
B	2	50.0%
A	2	50.0%

Space Separator

Value	Count	Frequency (%)
	6270	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1391	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	21401	58.7%
Common	15067	41.3%
Latin	4	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	1603	7.5%
동	1582	7.4%
구	1224	5.7%
도	1060	5.0%
광	629	2.9%
남	614	2.9%
경	584	2.7%
산	578	2.7%
역	537	2.5%
서	495	2.3%
Other values (307)	12495	58.4%

Common

Value	Count	Frequency (%)
	6270	41.6%
1	1618	10.7%
-	1391	9.2%
2	992	6.6%
3	829	5.5%
4	702	4.7%
5	629	4.2%
6	614	4.1%
7	554	3.7%
8	516	3.4%
Other values (3)	952	6.3%

Latin

Value	Count	Frequency (%)
B	2	50.0%
A	2	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	21401	58.7%
ASCII	15071	41.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6270	41.6%
1	1618	10.7%
-	1391	9.2%
2	992	6.6%
3	829	5.5%
4	702	4.7%
5	629	4.2%
6	614	4.1%
7	554	3.7%
8	516	3.4%
Other values (5)	956	6.3%

Hangul

Value	Count	Frequency (%)
시	1603	7.5%
동	1582	7.4%
구	1224	5.7%
도	1060	5.0%
광	629	2.9%
남	614	2.9%
경	584	2.7%
산	578	2.7%
역	537	2.5%
서	495	2.3%
Other values (307)	12495	58.4%

시도
Categorical

Distinct	17
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

서울	299
경기	221
부산	186
경남	173
경북	150
Other values (12)	783

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	서울
2nd row	인천
3rd row	서울
4th row	부산
5th row	서울

Common Values

Value	Count	Frequency (%)
서울	299	16.5%
경기	221	12.2%
부산	186	10.3%
경남	173	9.5%
경북	150	8.3%
대구	118	6.5%
전남	116	6.4%
인천	80	4.4%
전북	76	4.2%
강원	73	4.0%
Other values (7)	320	17.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
서울	299	16.5%
경기	221	12.2%
부산	186	10.3%
경남	173	9.5%
경북	150	8.3%
대구	118	6.5%
전남	116	6.4%
인천	80	4.4%
전북	76	4.2%
강원	73	4.0%
Other values (7)	320	17.7%

시군구
Text

Distinct	206
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

Max length	4
Median length	3
Mean length	2.8774834
Min length	2

Characters and Unicode

Total characters	5214
Distinct characters	133
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	19 ?
Unique (%)	1.0%

Sample

1st row	중구
2nd row	동구
3rd row	종로구
4th row	사상구
5th row	중구

Value	Count	Frequency (%)
중구	136	7.5%
창원시	75	4.1%
동구	69	3.8%
서구	52	2.9%
북구	44	2.4%
남구	39	2.2%
성남시	32	1.8%
포항시	28	1.5%
부산진구	27	1.5%
달서구	26	1.4%
Other values (195)	1284	70.9%

Most occurring characters

Value	Count	Frequency (%)
구	835	16.0%
시	730	14.0%
군	295	5.7%
주	177	3.4%
동	164	3.1%
중	149	2.9%
천	145	2.8%
산	132	2.5%
서	120	2.3%
원	119	2.3%
Other values (123)	2348	45.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5213	> 99.9%
Space Separator	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	835	16.0%
시	730	14.0%
군	295	5.7%
주	177	3.4%
동	164	3.1%
중	149	2.9%
천	145	2.8%
산	132	2.5%
서	120	2.3%
원	119	2.3%
Other values (122)	2347	45.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5213	> 99.9%
Common	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	835	16.0%
시	730	14.0%
군	295	5.7%
주	177	3.4%
동	164	3.1%
중	149	2.9%
천	145	2.8%
산	132	2.5%
서	120	2.3%
원	119	2.3%
Other values (122)	2347	45.0%

Common

Value	Count	Frequency (%)
	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5213	> 99.9%
ASCII	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
구	835	16.0%
시	730	14.0%
군	295	5.7%
주	177	3.4%
동	164	3.1%
중	149	2.9%
천	145	2.8%
산	132	2.5%
서	120	2.3%
원	119	2.3%
Other values (122)	2347	45.0%

ASCII

Value	Count	Frequency (%)
	1	100.0%

시장면적
Real number (ℝ)

HIGH CORRELATION

Distinct	1693
Distinct (%)	93.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10549.103

Minimum	139
Maximum	328300
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	139
5-th percentile	1391.85
Q1	2933.75
median	5561.5
Q3	11190
95-th percentile	32531.55
Maximum	328300
Range	328161
Interquartile range (IQR)	8256.25

Descriptive statistics

Standard deviation	19048.089
Coefficient of variation (CV)	1.8056595
Kurtosis	95.17609
Mean	10549.103
Median Absolute Deviation (MAD)	3283
Skewness	8.0818121
Sum	19114975
Variance	3.6282968 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2970	4	0.2%
5122	4	0.2%
2600	3	0.2%
1813	3	0.2%
3927	3	0.2%
2645	3	0.2%
1500	3	0.2%
2286	3	0.2%
2946	3	0.2%
3313	3	0.2%
Other values (1683)	1780	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
139	1	0.1%
208	1	0.1%
310	1	0.1%
392	1	0.1%
395	1	0.1%
416	1	0.1%
492	1	0.1%
510	1	0.1%
546	1	0.1%
557	1	0.1%

Value	Count	Frequency (%)
328300	1	0.1%
269893	1	0.1%
235226	1	0.1%
234776	1	0.1%
202744	1	0.1%
148543	1	0.1%
141176	1	0.1%
137417	1	0.1%
136965	1	0.1%
128324	1	0.1%

전체점포
Real number (ℝ)

HIGH CORRELATION

Distinct	413
Distinct (%)	22.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	157.12141

Minimum	0
Maximum	5111
Zeros	9
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	0
5-th percentile	23
Q1	55
median	90
Q3	153
95-th percentile	490.9
Maximum	5111
Range	5111
Interquartile range (IQR)	98

Descriptive statistics

Standard deviation	279.82337
Coefficient of variation (CV)	1.7809372
Kurtosis	128.75073
Mean	157.12141
Median Absolute Deviation (MAD)	42
Skewness	9.2823459
Sum	284704
Variance	78301.121
Monotonicity	Decreasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	30	1.7%
70	28	1.5%
65	25	1.4%
40	25	1.4%
62	22	1.2%
53	22	1.2%
90	22	1.2%
100	21	1.2%
80	20	1.1%
55	19	1.0%
Other values (403)	1578	87.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	0.5%
1	1	0.1%
2	1	0.1%
5	3	0.2%
6	2	0.1%
7	1	0.1%
8	3	0.2%
9	5	0.3%
10	2	0.1%
11	3	0.2%

Value	Count	Frequency (%)
5111	1	0.1%
4735	1	0.1%
4300	1	0.1%
2620	1	0.1%
2070	1	0.1%
1860	1	0.1%
1816	1	0.1%
1775	1	0.1%
1747	1	0.1%
1650	1	0.1%

빈점포
Real number (ℝ)

ZEROS

Distinct	119
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.096578

Minimum	0
Maximum	1100
Zeros	563
Zeros (%)	31.1%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	12
95-th percentile	64
Maximum	1100
Range	1100
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	56.689678
Coefficient of variation (CV)	3.5218465
Kurtosis	208.92482
Mean	16.096578
Median Absolute Deviation (MAD)	4
Skewness	12.743687
Sum	29167
Variance	3213.7195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	563	31.1%
1	116	6.4%
2	114	6.3%
3	106	5.8%
10	99	5.5%
5	97	5.4%
4	78	4.3%
6	56	3.1%
20	51	2.8%
7	46	2.5%
Other values (109)	486	26.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	563	31.1%
1	116	6.4%
2	114	6.3%
3	106	5.8%
4	78	4.3%
5	97	5.4%
6	56	3.1%
7	46	2.5%
8	24	1.3%
9	29	1.6%

Value	Count	Frequency (%)
1100	1	0.1%
1048	1	0.1%
1000	1	0.1%
800	1	0.1%
450	2	0.1%
350	1	0.1%
316	1	0.1%
280	1	0.1%
250	1	0.1%
237	1	0.1%

기타점포
Real number (ℝ)

ZEROS

Distinct	55
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3636865

Minimum	0
Maximum	380
Zeros	1274
Zeros (%)	70.3%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	18.45
Maximum	380
Range	380
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	14.860242
Coefficient of variation (CV)	4.4178439
Kurtosis	296.1545
Mean	3.3636865
Median Absolute Deviation (MAD)	0
Skewness	14.426126
Sum	6095
Variance	220.8268
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1274	70.3%
1	118	6.5%
2	77	4.2%
5	49	2.7%
3	41	2.3%
4	34	1.9%
10	32	1.8%
20	21	1.2%
6	21	1.2%
11	12	0.7%
Other values (45)	133	7.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1274	70.3%
1	118	6.5%
2	77	4.2%
3	41	2.3%
4	34	1.9%
5	49	2.7%
6	21	1.2%
7	10	0.6%
8	12	0.7%
9	7	0.4%

Value	Count	Frequency (%)
380	1	0.1%
260	1	0.1%
160	1	0.1%
156	1	0.1%
149	1	0.1%
100	1	0.1%
72	2	0.1%
70	1	0.1%
61	1	0.1%
58	2	0.1%

노점수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	121
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.937638

Minimum	0
Maximum	890
Zeros	910
Zeros (%)	50.2%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	13
95-th percentile	99.45
Maximum	890
Range	890
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	52.641259
Coefficient of variation (CV)	2.7797162
Kurtosis	66.144907
Mean	18.937638
Median Absolute Deviation (MAD)	0
Skewness	6.5858253
Sum	34315
Variance	2771.1021
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	910	50.2%
2	71	3.9%
10	63	3.5%
1	54	3.0%
20	53	2.9%
5	46	2.5%
50	38	2.1%
4	37	2.0%
3	37	2.0%
30	36	2.0%
Other values (111)	467	25.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	910	50.2%
1	54	3.0%
2	71	3.9%
3	37	2.0%
4	37	2.0%
5	46	2.5%
6	28	1.5%
7	26	1.4%
8	22	1.2%
9	14	0.8%

Value	Count	Frequency (%)
890	1	0.1%
514	1	0.1%
500	1	0.1%
450	2	0.1%
440	1	0.1%
400	3	0.2%
376	1	0.1%
340	2	0.1%
300	4	0.2%
272	1	0.1%

점포상인
Real number (ℝ)

HIGH CORRELATION

Distinct	366
Distinct (%)	20.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	137.66115

Minimum	0
Maximum	4638
Zeros	11
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	0
5-th percentile	17
Q1	49
median	78.5
Q3	139
95-th percentile	408
Maximum	4638
Range	4638
Interquartile range (IQR)	90

Descriptive statistics

Standard deviation	248.7131
Coefficient of variation (CV)	1.8067051
Kurtosis	129.91055
Mean	137.66115
Median Absolute Deviation (MAD)	38.5
Skewness	9.2974156
Sum	249442
Variance	61858.208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	42	2.3%
60	38	2.1%
30	32	1.8%
40	30	1.7%
80	29	1.6%
100	25	1.4%
55	24	1.3%
65	23	1.3%
51	23	1.3%
120	20	1.1%
Other values (356)	1526	84.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	0.6%
3	1	0.1%
4	1	0.1%
5	3	0.2%
6	8	0.4%
7	3	0.2%
8	9	0.5%
9	3	0.2%
10	11	0.6%
11	4	0.2%

Value	Count	Frequency (%)
4638	1	0.1%
4111	1	0.1%
3850	1	0.1%
1970	1	0.1%
1745	1	0.1%
1737	1	0.1%
1660	1	0.1%
1630	1	0.1%
1572	1	0.1%
1560	1	0.1%

종업원
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	314
Distinct (%)	17.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	97.604857

Minimum	0
Maximum	11150
Zeros	234
Zeros (%)	12.9%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	21
Q3	68
95-th percentile	332.8
Maximum	11150
Range	11150
Interquartile range (IQR)	61

Descriptive statistics

Standard deviation	408.90494
Coefficient of variation (CV)	4.1893913
Kurtosis	348.05323
Mean	97.604857
Median Absolute Deviation (MAD)	19
Skewness	15.953599
Sum	176860
Variance	167203.25
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	234	12.9%
10	112	6.2%
20	60	3.3%
15	51	2.8%
5	49	2.7%
3	43	2.4%
4	43	2.4%
30	37	2.0%
6	35	1.9%
8	34	1.9%
Other values (304)	1114	61.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	234	12.9%
1	14	0.8%
2	29	1.6%
3	43	2.4%
4	43	2.4%
5	49	2.7%
6	35	1.9%
7	23	1.3%
8	34	1.9%
9	17	0.9%

Value	Count	Frequency (%)
11150	1	0.1%
5487	1	0.1%
5138	1	0.1%
5100	1	0.1%
4317	1	0.1%
3611	1	0.1%
3478	1	0.1%
1983	1	0.1%
1975	1	0.1%
1787	1	0.1%

노점상인
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	121
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.746137

Minimum	0
Maximum	890
Zeros	910
Zeros (%)	50.2%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	13
95-th percentile	97.9
Maximum	890
Range	890
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	52.469692
Coefficient of variation (CV)	2.7989603
Kurtosis	67.110775
Mean	18.746137
Median Absolute Deviation (MAD)	0
Skewness	6.6456611
Sum	33968
Variance	2753.0686
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	910	50.2%
2	71	3.9%
10	65	3.6%
1	54	3.0%
20	52	2.9%
5	45	2.5%
4	39	2.2%
3	37	2.0%
30	35	1.9%
50	33	1.8%
Other values (111)	471	26.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	910	50.2%
1	54	3.0%
2	71	3.9%
3	37	2.0%
4	39	2.2%
5	45	2.5%
6	31	1.7%
7	27	1.5%
8	18	1.0%
9	15	0.8%

Value	Count	Frequency (%)
890	1	0.1%
514	1	0.1%
500	1	0.1%
450	2	0.1%
440	1	0.1%
400	3	0.2%
376	1	0.1%
340	2	0.1%
300	4	0.2%
272	1	0.1%

총시장상인
Real number (ℝ)

HIGH CORRELATION

Distinct	543
Distinct (%)	30.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	254.01214

Minimum	3
Maximum	15000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.1 KiB

Quantile statistics

Minimum	3
5-th percentile	25
Q1	69
median	124.5
Q3	231
95-th percentile	776
Maximum	15000
Range	14997
Interquartile range (IQR)	162

Descriptive statistics

Standard deviation	617.58349
Coefficient of variation (CV)	2.4313148
Kurtosis	235.12778
Mean	254.01214
Median Absolute Deviation (MAD)	67.5
Skewness	12.744777
Sum	460270
Variance	381409.37
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	25	1.4%
80	18	1.0%
56	18	1.0%
115	16	0.9%
105	16	0.9%
130	15	0.8%
69	15	0.8%
40	15	0.8%
78	14	0.8%
37	13	0.7%
Other values (533)	1647	90.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	0.1%
6	2	0.1%
7	2	0.1%
8	2	0.1%
9	2	0.1%
10	8	0.4%
11	4	0.2%
12	8	0.4%
13	3	0.2%
14	1	0.1%

Value	Count	Frequency (%)
15000	1	0.1%
9776	1	0.1%
6730	1	0.1%
6464	1	0.1%
6287	1	0.1%
5767	1	0.1%
5271	1	0.1%
4429	1	0.1%
3543	1	0.1%
3200	1	0.1%

Phik (φk)
Auto

Heatmap
Table

	순번	시도	시장면적	전체점포	빈점포	기타점포	노점수	점포상인	종업원	노점상인	총시장상인
순번	1.000	0.209	0.247	0.460	0.230	0.110	0.094	0.454	0.354	0.094	0.305
시도	0.209	1.000	0.205	0.000	0.000	0.000	0.173	0.000	0.000	0.173	0.000
시장면적	0.247	0.205	1.000	0.555	0.638	0.658	0.207	0.590	0.620	0.207	0.699
전체점포	0.460	0.000	0.555	1.000	0.695	0.430	0.070	0.932	0.818	0.070	0.860
빈점포	0.230	0.000	0.638	0.695	1.000	0.681	0.000	0.693	0.533	0.000	0.747
기타점포	0.110	0.000	0.658	0.430	0.681	1.000	0.000	0.368	0.384	0.000	0.582
노점수	0.094	0.173	0.207	0.070	0.000	0.000	1.000	0.203	0.000	1.000	0.000
점포상인	0.454	0.000	0.590	0.932	0.693	0.368	0.203	1.000	0.741	0.203	0.954
종업원	0.354	0.000	0.620	0.818	0.533	0.384	0.000	0.741	1.000	0.000	0.883
노점상인	0.094	0.173	0.207	0.070	0.000	0.000	1.000	0.203	0.000	1.000	0.000
총시장상인	0.305	0.000	0.699	0.860	0.747	0.582	0.000	0.954	0.883	0.000	1.000

Heatmap
Table

	순번	시장면적	전체점포	빈점포	기타점포	노점수	점포상인	종업원	노점상인	총시장상인	시도
순번	1.000	-0.517	-1.000	-0.363	-0.121	-0.007	-0.953	-0.603	-0.007	-0.854	0.083
시장면적	-0.517	1.000	0.517	0.039	0.026	0.183	0.553	0.407	0.183	0.578	0.083
전체점포	-1.000	0.517	1.000	0.363	0.122	0.006	0.953	0.602	0.006	0.854	0.000
빈점포	-0.363	0.039	0.363	1.000	0.151	-0.118	0.188	0.040	-0.119	0.103	0.000
기타점포	-0.121	0.026	0.122	0.151	1.000	0.075	0.035	-0.020	0.074	0.019	0.000
노점수	-0.007	0.183	0.006	-0.118	0.075	1.000	0.018	-0.050	1.000	0.181	0.080
점포상인	-0.953	0.553	0.953	0.188	0.035	0.018	1.000	0.652	0.019	0.912	0.000
종업원	-0.603	0.407	0.602	0.040	-0.020	-0.050	0.652	1.000	-0.050	0.779	0.000
노점상인	-0.007	0.183	0.006	-0.119	0.074	1.000	0.019	-0.050	1.000	0.181	0.080
총시장상인	-0.854	0.578	0.854	0.103	0.019	0.181	0.912	0.779	0.181	1.000	0.000
시도	0.083	0.083	0.000	0.000	0.000	0.080	0.000	0.000	0.080	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

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

First rows
Last rows

	순번	시장명	주소	시도	시군구	시장면적	전체점포	빈점포	기타점포	노점수	점포상인	종업원	노점상인	총시장상인
0	1	서울남대문시장	서울특별시 중구 남창동 49-1 일대	서울	중구	24466	5111	1000	0	12	4111	1644	12	5767
1	2	인천산업용품유통센터	인천광역시 동구 송림동 294	인천	동구	235226	4735	47	50	0	4638	5138	0	9776
2	3	동대문종합시장	서울특별시 종로구 종로6가 289-3 동대	서울	종로구	14244	4300	450	0	0	3850	11150	0	15000
3	4	르네시떼	부산광역시 사상구 괘법동 529-1	부산	사상구	24245	2620	1048	0	0	1572	314	0	1886
4	5	평화시장	서울특별시 중구 을지로6가 17-48 일대	서울	중구	8078	2070	100	0	0	1970	4317	0	6287
5	6	충장로상점가	광주광역시 동구 충장로 4가 46	광주	동구	202744	1860	350	160	50	1350	1389	50	2789
6	7	산본로데오거리상인회	경기도 군포시 산본동 1131-2	경기	군포시	328300	1816	0	156	0	1660	3611	0	5271
7	8	종로광장전통시장	서울특별시 종로구 예지동 2-1	서울	종로구	33080	1775	0	30	210	1745	1228	210	3183
8	9	성안길상점가	충청북도 청주시 상당구 서문동 109-6	충북	청주시	10480	1747	10	0	0	1737	1463	0	3200
9	10	방산시장	서울특별시 중구 주교동 250-1 일대	서울	중구	74623	1650	0	20	0	1630	5100	0	6730

	순번	시장명	주소	시도	시군구	시장면적	전체점포	기타점포	노점수	노점상인	총시장상인
1802	1803	좌일5일시장	전라남도 해남군 북일면 흥촌리 161	전남	해남군	4432	1	1	12	12	12
1803	1804	모란민속5일장	경기도 성남시 중원구 성남동 4214	경기	성남시	2690	0	0	514	514	514
1804	1805	예산시장	충청남도 예산군 예산읍 예산리 333-1	충남	예산군	20264	0	0	250	250	250
1805	1806	곡천공설시장	울산광역시 울주군 웅촌면 곡천리320-2	울산	울주군	1813	0	0	8	8	8
1806	1807	금곡시장	경상남도 진주시 금곡면 두문리 639-1	경남	진주시	1538	0	0	21	21	21
1807	1808	웅천시장	경상남도 창원시 진해구 성내동 327	경남	창원시	395	0	0	11	11	11
1808	1809	진례전통시장	경상남도 김해시 진례면 송정리 239-3	경남	김해시	1729	0	0	10	10	10
1809	1810	세지5일시장	전라남도 나주시 세지면 오봉리 246-3	전남	나주시	5246	0	0	21	21	21
1810	1811	용산시장	전라남도 장흥군 용산면 인암리 800-1	전남	장흥군	3590	0	0	7	7	7
1811	1812	장평시장	전라남도 장흥군 장평면 양촌리 224	전남	장흥군	2632	0	0	11	11	11

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Lowercase Letter

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Space Separator

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Interactions

Correlations

Missing values

Sample