gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	64
Missing cells	19
Missing cells (%)	1.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	8.9 KiB
Average record size in memory	143.1 B

Variable types

Text	2
Numeric	13
Categorical	1

Dataset

Description	외식 및 스포츠센터 이용료, 숙박료 등의 대구시의 개인서비스요금 가격동향을 파악하여 정리했으며 지역의 주요 전통시장 8곳을 중심으로 조사하였음.
Author	대구광역시
URL	https://www.data.go.kr/data/15126895/fileData.do

Alerts

`4월24일 평균 가격(원)` is highly overall correlated with `4월29일 평균 가격(원)` and 10 other fields	High correlation
`4월29일 평균 가격(원)` is highly overall correlated with `4월24일 평균 가격(원)` and 10 other fields	High correlation
`등락율(퍼센트)` is highly overall correlated with `등락가격(원)`	High correlation
`최고가(원)` is highly overall correlated with `4월24일 평균 가격(원)` and 10 other fields	High correlation
`최저가(원)` is highly overall correlated with `4월24일 평균 가격(원)` and 10 other fields	High correlation
`남문시장(중구)` is highly overall correlated with `4월24일 평균 가격(원)` and 10 other fields	High correlation
`동구시장(동구)` is highly overall correlated with `4월24일 평균 가격(원)` and 10 other fields	High correlation
`서문시장(중구)` is highly overall correlated with `4월24일 평균 가격(원)` and 10 other fields	High correlation
`봉덕시장(남구)` is highly overall correlated with `4월24일 평균 가격(원)` and 10 other fields	High correlation
`칠성시장(북구)` is highly overall correlated with `4월24일 평균 가격(원)` and 10 other fields	High correlation
`수성시장(수성구)` is highly overall correlated with `4월24일 평균 가격(원)` and 10 other fields	High correlation
`서남시장(달서구)` is highly overall correlated with `4월24일 평균 가격(원)` and 10 other fields	High correlation
`팔달시장(북구)` is highly overall correlated with `4월24일 평균 가격(원)` and 10 other fields	High correlation
`등락가격(원)` is highly overall correlated with `등락율(퍼센트)`	High correlation
`등락가격(원)` is highly imbalanced (68.9%)	Imbalance
`남문시장(중구)` has 3 (4.7%) missing values	Missing
`동구시장(동구)` has 3 (4.7%) missing values	Missing
`서문시장(중구)` has 4 (6.2%) missing values	Missing
`봉덕시장(남구)` has 1 (1.6%) missing values	Missing
`칠성시장(북구)` has 2 (3.1%) missing values	Missing
`수성시장(수성구)` has 1 (1.6%) missing values	Missing
`서남시장(달서구)` has 2 (3.1%) missing values	Missing
`팔달시장(북구)` has 3 (4.7%) missing values	Missing
`품 목` has unique values	Unique
`등락율(퍼센트)` has 55 (85.9%) zeros	Zeros

Reproduction

Analysis started	2024-05-04 07:38:22.520199
Analysis finished	2024-05-04 07:39:24.064373
Duration	1 minute and 1.54 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

품 목
Text

UNIQUE

Distinct	64
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	644.0 B

Length

Max length	10
Median length	8
Mean length	4.9375
Min length	2

Characters and Unicode

Total characters	316
Distinct characters	126
Distinct categories	5 ?
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	64 ?
Unique (%)	100.0%

Sample

1st row	곰탕
2nd row	냉면
3rd row	비빔밥
4th row	갈비탕
5th row	삼계탕

Value	Count	Frequency (%)
곰탕	1	1.6%
냉면	1	1.6%
세탁료	1	1.6%
노래방이용료	1	1.6%
pc방이용료	1	1.6%
영화관람료	1	1.6%
사진촬영료	1	1.6%
사진인화료	1	1.6%
방송수신료	1	1.6%
대입학원비(단과	1	1.6%
Other values (54)	54	84.4%

Most occurring characters

Value	Count	Frequency (%)
료	22	7.0%
(	17	5.4%
)	17	5.4%
용	14	4.4%
이	11	3.5%
비	11	3.5%
식	8	2.5%
외	8	2.5%
학	8	2.5%
장	7	2.2%
Other values (116)	193	61.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	272	86.1%
Open Punctuation	17	5.4%
Close Punctuation	17	5.4%
Uppercase Letter	8	2.5%
Decimal Number	2	0.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
료	22	8.1%
용	14	5.1%
이	11	4.0%
비	11	4.0%
식	8	2.9%
외	8	2.9%
학	8	2.9%
장	7	2.6%
원	7	2.6%
수	6	2.2%
Other values (108)	170	62.5%

Uppercase Letter

Value	Count	Frequency (%)
P	3	37.5%
G	2	25.0%
L	2	25.0%
C	1	12.5%

Decimal Number

Value	Count	Frequency (%)
1	1	50.0%
2	1	50.0%

Open Punctuation

Value	Count	Frequency (%)
(	17	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	17	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	272	86.1%
Common	36	11.4%
Latin	8	2.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
료	22	8.1%
용	14	5.1%
이	11	4.0%
비	11	4.0%
식	8	2.9%
외	8	2.9%
학	8	2.9%
장	7	2.6%
원	7	2.6%
수	6	2.2%
Other values (108)	170	62.5%

Common

Value	Count	Frequency (%)
(	17	47.2%
)	17	47.2%
1	1	2.8%
2	1	2.8%

Latin

Value	Count	Frequency (%)
P	3	37.5%
G	2	25.0%
L	2	25.0%
C	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	272	86.1%
ASCII	44	13.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
료	22	8.1%
용	14	5.1%
이	11	4.0%
비	11	4.0%
식	8	2.9%
외	8	2.9%
학	8	2.9%
장	7	2.6%
원	7	2.6%
수	6	2.2%
Other values (108)	170	62.5%

ASCII

Value	Count	Frequency (%)
(	17	38.6%
)	17	38.6%
P	3	6.8%
G	2	4.5%
L	2	4.5%
1	1	2.3%
2	1	2.3%
C	1	2.3%

규격 및 단위
Text

Distinct	50
Distinct (%)	78.1%
Missing	0
Missing (%)	0.0%
Memory size	644.0 B

Length

Max length	28
Median length	19
Mean length	10.53125
Min length	3

Characters and Unicode

Total characters	674
Distinct characters	177
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	43 ?
Unique (%)	67.2%

Sample

1st row	대중식당, 1그릇
2nd row	대중식당, 1그릇
3rd row	대중식당, 1그릇
4th row	대중식당, 1그릇
5th row	대중식당, 1그릇

Value	Count	Frequency (%)
대중식당	8	6.3%
1그릇	7	5.5%
200g	5	3.9%
밥제외	5	3.9%
중화요리점	4	3.1%
일반인	3	2.4%
1시간	3	2.4%
1l	3	2.4%
1인분	3	2.4%
영어단과	2	1.6%
Other values (74)	84	66.1%

Most occurring characters

Value	Count	Frequency (%)
	85	12.6%
,	50	7.4%
1	21	3.1%
0	17	2.5%
중	15	2.2%
점	14	2.1%
인	14	2.1%
식	13	1.9%
2	12	1.8%
대	12	1.8%
Other values (167)	421	62.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	426	63.2%
Space Separator	85	12.6%
Decimal Number	66	9.8%
Other Punctuation	54	8.0%
Lowercase Letter	13	1.9%
Open Punctuation	10	1.5%
Close Punctuation	10	1.5%
Uppercase Letter	5	0.7%
Math Symbol	5	0.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
중	15	3.5%
점	14	3.3%
인	14	3.3%
식	13	3.1%
대	12	2.8%
반	10	2.3%
간	8	1.9%
당	8	1.9%
학	7	1.6%
주	7	1.6%
Other values (140)	318	74.6%

Decimal Number

Value	Count	Frequency (%)
1	21	31.8%
0	17	25.8%
2	12	18.2%
3	6	9.1%
5	4	6.1%
4	3	4.5%
9	1	1.5%
7	1	1.5%
6	1	1.5%

Lowercase Letter

Value	Count	Frequency (%)
g	7	53.8%
k	2	15.4%
c	2	15.4%
m	1	7.7%
l	1	7.7%

Other Punctuation

Value	Count	Frequency (%)
,	50	92.6%
*	2	3.7%
/	1	1.9%
:	1	1.9%

Uppercase Letter

Value	Count	Frequency (%)
L	3	60.0%
V	1	20.0%
T	1	20.0%

Math Symbol

Value	Count	Frequency (%)
<	2	40.0%
>	2	40.0%
~	1	20.0%

Space Separator

Value	Count	Frequency (%)
	85	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	10	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	426	63.2%
Common	230	34.1%
Latin	18	2.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
중	15	3.5%
점	14	3.3%
인	14	3.3%
식	13	3.1%
대	12	2.8%
반	10	2.3%
간	8	1.9%
당	8	1.9%
학	7	1.6%
주	7	1.6%
Other values (140)	318	74.6%

Common

Value	Count	Frequency (%)
	85	37.0%
,	50	21.7%
1	21	9.1%
0	17	7.4%
2	12	5.2%
(	10	4.3%
)	10	4.3%
3	6	2.6%
5	4	1.7%
4	3	1.3%
Other values (9)	12	5.2%

Latin

Value	Count	Frequency (%)
g	7	38.9%
L	3	16.7%
k	2	11.1%
c	2	11.1%
m	1	5.6%
l	1	5.6%
V	1	5.6%
T	1	5.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	426	63.2%
ASCII	248	36.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	85	34.3%
,	50	20.2%
1	21	8.5%
0	17	6.9%
2	12	4.8%
(	10	4.0%
)	10	4.0%
g	7	2.8%
3	6	2.4%
5	4	1.6%
Other values (17)	26	10.5%

Hangul

Value	Count	Frequency (%)
중	15	3.5%
점	14	3.3%
인	14	3.3%
식	13	3.1%
대	12	2.8%
반	10	2.3%
간	8	1.9%
당	8	1.9%
학	7	1.6%
주	7	1.6%
Other values (140)	318	74.6%

4월24일 평균 가격(원)
Real number (ℝ)

HIGH CORRELATION

Distinct	61
Distinct (%)	95.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63409.532

Minimum	993.125
Maximum	1165000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	993.125
5-th percentile	2010.975
Q1	5750
median	11375
Q3	27531.25
95-th percentile	303218.75
Maximum	1165000
Range	1164006.9
Interquartile range (IQR)	21781.25

Descriptive statistics

Standard deviation	164343.89
Coefficient of variation (CV)	2.5917852
Kurtosis	32.736668
Mean	63409.532
Median Absolute Deviation (MAD)	6275
Skewness	5.2436804
Sum	4058210
Variance	2.7008913 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4500.0	2	3.1%
7437.5	2	3.1%
5750.0	2	3.1%
11250.0	1	1.6%
5125.0	1	1.6%
8125.0	1	1.6%
138750.0	1	1.6%
182500.0	1	1.6%
136250.0	1	1.6%
125000.0	1	1.6%
Other values (51)	51	79.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
993.125	1	1.6%
1075.0	1	1.6%
1532.5	1	1.6%
1671.0	1	1.6%
3937.5	1	1.6%
4087.5	1	1.6%
4412.5	1	1.6%
4500.0	2	3.1%
4625.0	1	1.6%
4700.0	1	1.6%

Value	Count	Frequency (%)
1165000.0	1	1.6%
393750.0	1	1.6%
365000.0	1	1.6%
306875.0	1	1.6%
282500.0	1	1.6%
182500.0	1	1.6%
138750.0	1	1.6%
136250.0	1	1.6%
131682.5	1	1.6%
125000.0	1	1.6%

4월29일 평균 가격(원)
Real number (ℝ)

HIGH CORRELATION

Distinct	60
Distinct (%)	93.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63439.515

Minimum	993.125
Maximum	1165000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	993.125
5-th percentile	2012.675
Q1	5750
median	11375
Q3	27531.25
95-th percentile	303218.75
Maximum	1165000
Range	1164006.9
Interquartile range (IQR)	21781.25

Descriptive statistics

Standard deviation	164350.32
Coefficient of variation (CV)	2.5906618
Kurtosis	32.726991
Mean	63439.515
Median Absolute Deviation (MAD)	6275
Skewness	5.2425516
Sum	4060128.9
Variance	2.7011029 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4500.0	2	3.1%
7437.5	2	3.1%
7500.0	2	3.1%
5750.0	2	3.1%
11250.0	1	1.6%
8125.0	1	1.6%
138750.0	1	1.6%
182500.0	1	1.6%
136250.0	1	1.6%
125000.0	1	1.6%
Other values (50)	50	78.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
993.125	1	1.6%
1075.0	1	1.6%
1525.125	1	1.6%
1673.0	1	1.6%
3937.5	1	1.6%
4087.5	1	1.6%
4412.5	1	1.6%
4500.0	2	3.1%
4625.0	1	1.6%
4700.0	1	1.6%

Value	Count	Frequency (%)
1165000.0	1	1.6%
393750.0	1	1.6%
365000.0	1	1.6%
306875.0	1	1.6%
282500.0	1	1.6%
182500.0	1	1.6%
138750.0	1	1.6%
136250.0	1	1.6%
132223.75	1	1.6%
125000.0	1	1.6%

등락가격(원)
Categorical

HIGH CORRELATION IMBALANCE

Distinct	10
Distinct (%)	15.6%
Missing	0
Missing (%)	0.0%
Memory size	644.0 B

0	55
↑125	1
↑500	1
↑918.75	1
↑541.25	1
Other values (5)	5

Length

Max length	17
Median length	1
Mean length	1.71875
Min length	1

Unique

Unique	9 ?
Unique (%)	14.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	↑125
5th row	↑500

Common Values

Value	Count	Frequency (%)
0	55	85.9%
↑125	1	1.6%
↑500	1	1.6%
↑918.75	1	1.6%
↑541.25	1	1.6%
↑250	1	1.6%
↑2	1	1.6%
↓7.375	1	1.6%
↓125	1	1.6%
↓285.714285714284	1	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	55	85.9%
↑125	1	1.6%
↑500	1	1.6%
↑918.75	1	1.6%
↑541.25	1	1.6%
↑250	1	1.6%
↑2	1	1.6%
↓7.375	1	1.6%
↓125	1	1.6%
↓285.714285714284	1	1.6%

등락율(퍼센트)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	15.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0328125

Minimum	-2.1
Maximum	3.4
Zeros	55
Zeros (%)	85.9%
Negative	3
Negative (%)	4.7%
Memory size	708.0 B

Quantile statistics

Minimum	-2.1
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.485
Maximum	3.4
Range	5.5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.57653995
Coefficient of variation (CV)	17.570741
Kurtosis	21.808897
Mean	0.0328125
Median Absolute Deviation (MAD)	0
Skewness	2.1953801
Sum	2.1
Variance	0.33239831
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0	55	85.9%
1.0	1	1.6%
3.4	1	1.6%
0.9	1	1.6%
0.4	1	1.6%
0.5	1	1.6%
0.1	1	1.6%
-0.5	1	1.6%
-1.6	1	1.6%
-2.1	1	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.1	1	1.6%
-1.6	1	1.6%
-0.5	1	1.6%
0.0	55	85.9%
0.1	1	1.6%
0.4	1	1.6%
0.5	1	1.6%
0.9	1	1.6%
1.0	1	1.6%
3.4	1	1.6%

Value	Count	Frequency (%)
3.4	1	1.6%
1.0	1	1.6%
0.9	1	1.6%
0.5	1	1.6%
0.4	1	1.6%
0.1	1	1.6%
0.0	55	85.9%
-0.5	1	1.6%
-1.6	1	1.6%
-2.1	1	1.6%

최고가(원)
Real number (ℝ)

HIGH CORRELATION

Distinct	42
Distinct (%)	65.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	73407.312

Minimum	995
Maximum	1240000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	995
5-th percentile	2044.15
Q1	6850
median	13665
Q3	30250
95-th percentile	387000
Maximum	1240000
Range	1239005
Interquartile range (IQR)	23400

Descriptive statistics

Standard deviation	181633.39
Coefficient of variation (CV)	2.4743228
Kurtosis	27.516573
Mean	73407.312
Median Absolute Deviation (MAD)	7715
Skewness	4.7726788
Sum	4698068
Variance	3.2990687 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
9000	5	7.8%
8500	5	7.8%
5000	4	6.2%
14000	3	4.7%
15000	3	4.7%
20000	2	3.1%
25000	2	3.1%
12000	2	3.1%
150000	2	3.1%
6000	2	3.1%
Other values (32)	34	53.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
995	1	1.6%
1200	1	1.6%
1574	1	1.6%
1699	1	1.6%
4000	1	1.6%
4600	1	1.6%
4700	1	1.6%
5000	4	6.2%
5500	1	1.6%
5900	1	1.6%

Value	Count	Frequency (%)
1240000	1	1.6%
450000	2	3.1%
390000	1	1.6%
370000	1	1.6%
220000	1	1.6%
155160	1	1.6%
150000	2	3.1%
143000	1	1.6%
140000	1	1.6%
129350	1	1.6%

최저가(원)
Real number (ℝ)

HIGH CORRELATION

Distinct	44
Distinct (%)	68.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54492.031

Minimum	987
Maximum	1090000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	987
5-th percentile	1520.7
Q1	5000
median	9300
Q3	23625
95-th percentile	237750
Maximum	1090000
Range	1089013
Interquartile range (IQR)	18625

Descriptive statistics

Standard deviation	149952.92
Coefficient of variation (CV)	2.751832
Kurtosis	37.028503
Mean	54492.031
Median Absolute Deviation (MAD)	5300
Skewness	5.63398
Sum	3487490
Variance	2.2485877 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
7000	5	7.8%
5000	5	7.8%
10000	4	6.2%
6000	3	4.7%
4000	3	4.7%
6500	2	3.1%
12000	2	3.1%
15000	2	3.1%
3500	2	3.1%
14000	2	3.1%
Other values (34)	34	53.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
987	1	1.6%
1000	1	1.6%
1485	1	1.6%
1500	1	1.6%
1638	1	1.6%
3500	2	3.1%
3600	1	1.6%
4000	3	4.7%
4500	1	1.6%
4700	1	1.6%

Value	Count	Frequency (%)
1090000	1	1.6%
350000	1	1.6%
300000	1	1.6%
240000	1	1.6%
225000	1	1.6%
160000	1	1.6%
130000	1	1.6%
120000	1	1.6%
110000	1	1.6%
96230	1	1.6%

남문시장(중구)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	42
Distinct (%)	68.9%
Missing	3
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	46272.066

Minimum	993
Maximum	400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	993
5-th percentile	1699
Q1	5000
median	12000
Q3	25000
95-th percentile	250000
Maximum	400000
Range	399007
Interquartile range (IQR)	20000

Descriptive statistics

Standard deviation	84941.961
Coefficient of variation (CV)	1.8357071
Kurtosis	6.7242757
Mean	46272.066
Median Absolute Deviation (MAD)	7000
Skewness	2.6262705
Sum	2822596
Variance	7.2151368 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
4500	5	7.8%
8000	4	6.2%
5000	4	6.2%
7000	3	4.7%
15000	3	4.7%
6000	2	3.1%
150000	2	3.1%
120000	2	3.1%
12000	2	3.1%
16000	2	3.1%
Other values (32)	32	50.0%
(Missing)	3	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
993	1	1.6%
1200	1	1.6%
1574	1	1.6%
1699	1	1.6%
3600	1	1.6%
4000	1	1.6%
4500	5	7.8%
4700	1	1.6%
5000	4	6.2%
5500	1	1.6%

Value	Count	Frequency (%)
400000	1	1.6%
320000	1	1.6%
300000	1	1.6%
250000	1	1.6%
180000	1	1.6%
150000	2	3.1%
136170	1	1.6%
120000	2	3.1%
105180	1	1.6%
56000	1	1.6%

동구시장(동구)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	39
Distinct (%)	63.9%
Missing	3
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	46695.59

Minimum	994
Maximum	450000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	994
5-th percentile	1698
Q1	5600
median	12000
Q3	25000
95-th percentile	290000
Maximum	450000
Range	449006
Interquartile range (IQR)	19400

Descriptive statistics

Standard deviation	90983.792
Coefficient of variation (CV)	1.9484451
Kurtosis	8.8039949
Mean	46695.59
Median Absolute Deviation (MAD)	7000
Skewness	2.9651591
Sum	2848431
Variance	8.2780504 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
4500	3	4.7%
12000	3	4.7%
130000	3	4.7%
8000	3	4.7%
4000	3	4.7%
6000	3	4.7%
5000	3	4.7%
15000	3	4.7%
7000	3	4.7%
13000	3	4.7%
Other values (29)	31	48.4%
(Missing)	3	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
994	1	1.6%
1200	1	1.6%
1569	1	1.6%
1698	1	1.6%
4000	3	4.7%
4500	3	4.7%
4700	1	1.6%
5000	3	4.7%
5500	1	1.6%
5600	1	1.6%

Value	Count	Frequency (%)
450000	1	1.6%
350000	1	1.6%
320000	1	1.6%
290000	1	1.6%
170000	1	1.6%
130000	3	4.7%
96230	1	1.6%
95000	1	1.6%
77480	1	1.6%
56000	1	1.6%

서문시장(중구)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	38
Distinct (%)	63.3%
Missing	4
Missing (%)	6.2%
Infinite	0
Infinite (%)	0.0%
Mean	45864.567

Minimum	994
Maximum	400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	994
5-th percentile	1637.5
Q1	6000
median	10000
Q3	25300
95-th percentile	252500
Maximum	400000
Range	399006
Interquartile range (IQR)	19300

Descriptive statistics

Standard deviation	83861.513
Coefficient of variation (CV)	1.8284597
Kurtosis	6.8862633
Mean	45864.567
Median Absolute Deviation (MAD)	5500
Skewness	2.6440564
Sum	2751874
Variance	7.0327533 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
8000	6	9.4%
4500	5	7.8%
16000	3	4.7%
6000	3	4.7%
10000	3	4.7%
11000	2	3.1%
300000	2	3.1%
5000	2	3.1%
14000	2	3.1%
140000	2	3.1%
Other values (28)	30	46.9%
(Missing)	4	6.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
994	1	1.6%
1000	1	1.6%
1495	1	1.6%
1645	1	1.6%
4000	1	1.6%
4500	5	7.8%
4700	1	1.6%
5000	2	3.1%
5900	1	1.6%
6000	3	4.7%

Value	Count	Frequency (%)
400000	1	1.6%
300000	2	3.1%
250000	1	1.6%
170000	1	1.6%
150000	1	1.6%
140000	2	3.1%
131250	1	1.6%
101290	1	1.6%
88000	1	1.6%
55000	1	1.6%

봉덕시장(남구)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	41
Distinct (%)	65.1%
Missing	1
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%
Mean	62038.714

Minimum	995
Maximum	1090000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	995
5-th percentile	1543.6
Q1	6000
median	12000
Q3	32500
95-th percentile	292500
Maximum	1090000
Range	1089005
Interquartile range (IQR)	26500

Descriptive statistics

Standard deviation	157382.59
Coefficient of variation (CV)	2.5368447
Kurtosis	30.07474
Mean	62038.714
Median Absolute Deviation (MAD)	7000
Skewness	5.028626
Sum	3908439
Variance	2.4769278 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
15000	5	7.8%
5000	5	7.8%
8000	4	6.2%
6000	4	6.2%
7000	3	4.7%
12000	3	4.7%
130000	2	3.1%
40000	2	3.1%
400000	2	3.1%
25000	2	3.1%
Other values (31)	31	48.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
995	1	1.6%
1200	1	1.6%
1500	1	1.6%
1529	1	1.6%
1675	1	1.6%
3500	1	1.6%
4000	1	1.6%
4500	1	1.6%
4700	1	1.6%
5000	5	7.8%

Value	Count	Frequency (%)
1090000	1	1.6%
400000	2	3.1%
300000	1	1.6%
225000	1	1.6%
160000	1	1.6%
140000	1	1.6%
139870	1	1.6%
130000	2	3.1%
116870	1	1.6%
59000	1	1.6%

칠성시장(북구)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	42
Distinct (%)	67.7%
Missing	2
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	47079.355

Minimum	987
Maximum	350000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	987
5-th percentile	1756.1
Q1	6250
median	10500
Q3	21125
95-th percentile	296000
Maximum	350000
Range	349013
Interquartile range (IQR)	14875

Descriptive statistics

Standard deviation	86541.076
Coefficient of variation (CV)	1.8381959
Kurtosis	5.795733
Mean	47079.355
Median Absolute Deviation (MAD)	6000
Skewness	2.5548574
Sum	2918920
Variance	7.4893578 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
9000	5	7.8%
8500	4	6.2%
4500	4	6.2%
20000	4	6.2%
12000	4	6.2%
10000	2	3.1%
7000	2	3.1%
5000	2	3.1%
350000	2	3.1%
51000	1	1.6%
Other values (32)	32	50.0%
(Missing)	2	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
987	1	1.6%
1000	1	1.6%
1485	1	1.6%
1638	1	1.6%
4000	1	1.6%
4200	1	1.6%
4500	4	6.2%
4700	1	1.6%
4900	1	1.6%
5000	2	3.1%

Value	Count	Frequency (%)
350000	2	3.1%
320000	1	1.6%
300000	1	1.6%
220000	1	1.6%
150000	1	1.6%
135150	1	1.6%
130000	1	1.6%
120000	1	1.6%
110000	1	1.6%
99500	1	1.6%

수성시장(수성구)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	40
Distinct (%)	63.5%
Missing	1
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%
Mean	69513.048

Minimum	994
Maximum	1240000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	994
5-th percentile	1911.1
Q1	6200
median	11000
Q3	30850
95-th percentile	379000
Maximum	1240000
Range	1239006
Interquartile range (IQR)	24650

Descriptive statistics

Standard deviation	180050.57
Coefficient of variation (CV)	2.5901694
Kurtosis	29.425805
Mean	69513.048
Median Absolute Deviation (MAD)	6000
Skewness	4.9667478
Sum	4379322
Variance	3.2418208 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
8000	6	9.4%
4500	5	7.8%
15000	4	6.2%
16000	3	4.7%
5000	3	4.7%
9000	3	4.7%
13000	2	3.1%
12000	2	3.1%
140000	2	3.1%
7000	2	3.1%
Other values (30)	31	48.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
994	1	1.6%
1000	1	1.6%
1539	1	1.6%
1679	1	1.6%
4000	1	1.6%
4500	5	7.8%
4700	1	1.6%
5000	3	4.7%
5500	1	1.6%
6000	1	1.6%

Value	Count	Frequency (%)
1240000	1	1.6%
450000	1	1.6%
390000	1	1.6%
380000	1	1.6%
370000	1	1.6%
170000	1	1.6%
140000	2	3.1%
130000	1	1.6%
125350	1	1.6%
118760	1	1.6%

서남시장(달서구)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	42
Distinct (%)	67.7%
Missing	2
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	46205.71

Minimum	994
Maximum	400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	994
5-th percentile	1741.75
Q1	5625
median	10000
Q3	21125
95-th percentile	238000
Maximum	400000
Range	399006
Interquartile range (IQR)	15500

Descriptive statistics

Standard deviation	87061.67
Coefficient of variation (CV)	1.8842189
Kurtosis	7.3068534
Mean	46205.71
Median Absolute Deviation (MAD)	5500
Skewness	2.7371727
Sum	2864754
Variance	7.5797344 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
7000	7	10.9%
10000	4	6.2%
15000	3	4.7%
4500	3	4.7%
5000	3	4.7%
18000	2	3.1%
14000	2	3.1%
8000	2	3.1%
16000	2	3.1%
20000	2	3.1%
Other values (32)	32	50.0%
(Missing)	2	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
994	1	1.6%
1000	1	1.6%
1515	1	1.6%
1665	1	1.6%
3200	1	1.6%
4000	1	1.6%
4200	1	1.6%
4500	3	4.7%
4600	1	1.6%
4700	1	1.6%

Value	Count	Frequency (%)
400000	1	1.6%
370000	1	1.6%
300000	1	1.6%
240000	1	1.6%
200000	1	1.6%
155160	1	1.6%
140000	1	1.6%
130000	1	1.6%
129350	1	1.6%
120000	1	1.6%

팔달시장(북구)
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	39
Distinct (%)	63.9%
Missing	3
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	46849.574

Minimum	994
Maximum	400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	708.0 B

Quantile statistics

Minimum	994
5-th percentile	1685
Q1	5500
median	11000
Q3	25000
95-th percentile	260000
Maximum	400000
Range	399006
Interquartile range (IQR)	19500

Descriptive statistics

Standard deviation	87184.038
Coefficient of variation (CV)	1.8609356
Kurtosis	6.7277866
Mean	46849.574
Median Absolute Deviation (MAD)	6300
Skewness	2.6432345
Sum	2857824
Variance	7.6010566 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
7000	4	6.2%
5000	4	6.2%
8000	3	4.7%
12000	3	4.7%
18000	3	4.7%
6500	2	3.1%
130000	2	3.1%
4000	2	3.1%
4500	2	3.1%
11000	2	3.1%
Other values (29)	34	53.1%
(Missing)	3	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
994	1	1.6%
1000	1	1.6%
1495	1	1.6%
1685	1	1.6%
3500	1	1.6%
4000	2	3.1%
4500	2	3.1%
4700	1	1.6%
5000	4	6.2%
5500	2	3.1%

Value	Count	Frequency (%)
400000	1	1.6%
350000	1	1.6%
300000	1	1.6%
260000	1	1.6%
190000	1	1.6%
143000	1	1.6%
138610	1	1.6%
130000	2	3.1%
120000	1	1.6%
117480	1	1.6%

Phik (φk)
Auto

Heatmap
Table

	품 목	규격 및 단위	4월24일 평균 가격(원)	4월29일 평균 가격(원)	등락가격(원)	등락율(퍼센트)	최고가(원)	최저가(원)	남문시장(중구)	동구시장(동구)	서문시장(중구)	봉덕시장(남구)	칠성시장(북구)	수성시장(수성구)	서남시장(달서구)	팔달시장(북구)
품 목	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
규격 및 단위	1.000	1.000	1.000	1.000	0.000	0.000	1.000	1.000	1.000	1.000	0.990	1.000	0.999	1.000	0.999	1.000
4월24일 평균 가격(원)	1.000	1.000	1.000	1.000	0.000	0.000	0.991	0.993	0.991	0.905	0.995	1.000	0.984	0.996	0.999	0.962
4월29일 평균 가격(원)	1.000	1.000	1.000	1.000	0.000	0.000	0.991	0.993	0.991	0.905	0.995	1.000	0.984	0.996	0.999	0.962
등락가격(원)	1.000	0.000	0.000	0.000	1.000	1.000	0.000	0.000	0.272	0.000	0.343	0.000	0.521	0.000	0.000	0.544
등락율(퍼센트)	1.000	0.000	0.000	0.000	1.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.222	0.000	0.000	0.000
최고가(원)	1.000	1.000	0.991	0.991	0.000	0.000	1.000	0.981	1.000	0.970	1.000	0.994	1.000	0.999	1.000	1.000
최저가(원)	1.000	1.000	0.993	0.993	0.000	0.000	0.981	1.000	0.997	0.863	0.999	0.990	0.965	0.988	0.979	0.949
남문시장(중구)	1.000	1.000	0.991	0.991	0.272	0.000	1.000	0.997	1.000	0.934	0.996	0.991	0.986	1.000	0.982	0.971
동구시장(동구)	1.000	1.000	0.905	0.905	0.000	0.000	0.970	0.863	0.934	1.000	0.938	0.892	0.946	0.962	0.933	0.970
서문시장(중구)	1.000	0.990	0.995	0.995	0.343	0.000	1.000	0.999	0.996	0.938	1.000	0.992	0.987	1.000	0.985	0.958
봉덕시장(남구)	1.000	1.000	1.000	1.000	0.000	0.000	0.994	0.990	0.991	0.892	0.992	1.000	0.985	0.993	1.000	0.975
칠성시장(북구)	1.000	0.999	0.984	0.984	0.521	0.222	1.000	0.965	0.986	0.946	0.987	0.985	1.000	0.999	0.982	0.926
수성시장(수성구)	1.000	1.000	0.996	0.996	0.000	0.000	0.999	0.988	1.000	0.962	1.000	0.993	0.999	1.000	0.999	0.962
서남시장(달서구)	1.000	0.999	0.999	0.999	0.000	0.000	1.000	0.979	0.982	0.933	0.985	1.000	0.982	0.999	1.000	0.956
팔달시장(북구)	1.000	1.000	0.962	0.962	0.544	0.000	1.000	0.949	0.971	0.970	0.958	0.975	0.926	0.962	0.956	1.000

Heatmap
Table

	4월24일 평균 가격(원)	4월29일 평균 가격(원)	등락율(퍼센트)	최고가(원)	최저가(원)	남문시장(중구)	동구시장(동구)	서문시장(중구)	봉덕시장(남구)	칠성시장(북구)	수성시장(수성구)	서남시장(달서구)	팔달시장(북구)	등락가격(원)
4월24일 평균 가격(원)	1.000	1.000	0.184	0.992	0.989	0.986	0.986	0.995	0.989	0.989	0.990	0.993	0.992	0.000
4월29일 평균 가격(원)	1.000	1.000	0.186	0.992	0.989	0.986	0.986	0.995	0.989	0.989	0.990	0.993	0.992	0.000
등락율(퍼센트)	0.184	0.186	1.000	0.202	0.188	0.199	0.193	0.206	0.188	0.203	0.220	0.195	0.183	0.965
최고가(원)	0.992	0.992	0.202	1.000	0.973	0.971	0.977	0.992	0.983	0.992	0.987	0.992	0.985	0.000
최저가(원)	0.989	0.989	0.188	0.973	1.000	0.988	0.976	0.985	0.983	0.973	0.977	0.981	0.977	0.000
남문시장(중구)	0.986	0.986	0.199	0.971	0.988	1.000	0.982	0.985	0.975	0.964	0.971	0.973	0.971	0.131
동구시장(동구)	0.986	0.986	0.193	0.977	0.976	0.982	1.000	0.985	0.980	0.966	0.967	0.976	0.984	0.000
서문시장(중구)	0.995	0.995	0.206	0.992	0.985	0.985	0.985	1.000	0.980	0.994	0.991	0.992	0.987	0.167
봉덕시장(남구)	0.989	0.989	0.188	0.983	0.983	0.975	0.980	0.980	1.000	0.971	0.978	0.986	0.986	0.000
칠성시장(북구)	0.989	0.989	0.203	0.992	0.973	0.964	0.966	0.994	0.971	1.000	0.987	0.989	0.981	0.275
수성시장(수성구)	0.990	0.990	0.220	0.987	0.977	0.971	0.967	0.991	0.978	0.987	1.000	0.984	0.984	0.000
서남시장(달서구)	0.993	0.993	0.195	0.992	0.981	0.973	0.976	0.992	0.986	0.989	0.984	1.000	0.987	0.000
팔달시장(북구)	0.992	0.992	0.183	0.985	0.977	0.971	0.984	0.987	0.986	0.981	0.984	0.987	1.000	0.281
등락가격(원)	0.000	0.000	0.965	0.000	0.000	0.131	0.000	0.167	0.000	0.275	0.000	0.000	0.281	1.000

A simple visualization of nullity by column.

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

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

First rows
Last rows

	품 목	규격 및 단위	4월24일 평균 가격(원)	4월29일 평균 가격(원)	등락가격(원)	등락율(퍼센트)	최고가(원)	최저가(원)	남문시장(중구)	동구시장(동구)	서문시장(중구)	봉덕시장(남구)	칠성시장(북구)	수성시장(수성구)	서남시장(달서구)	팔달시장(북구)
0	곰탕	대중식당, 1그릇	11250.0	11250.0	0	0.0	14000	10000	12000	10000	10000	14000	10000	13000	10000	11000
1	냉면	대중식당, 1그릇	8750.0	8750.0	0	0.0	12000	7000	12000	8000	8000	8000	9000	10000	8000	7000
2	비빔밥	대중식당, 1그릇	7437.5	7437.5	0	0.0	8500	7000	7000	7000	8000	7000	8500	8000	7000	7000
3	갈비탕	대중식당, 1그릇	12750.0	12875.0	↑125	1.0	15500	10000	15500	13000	14000	12000	12500	13000	13000	10000
4	삼계탕	대중식당, 1그릇	14687.5	15187.5	↑500	3.4	16500	14000	16000	15000	14000	16500	16000	15000	15000	14000
5	김치찌개	대중식당, 1그릇	7812.5	7812.5	0	0.0	8500	7000	8000	7000	8000	8000	8500	8000	7000	8000
6	된장찌개	대중식당, 1그릇	7437.5	7437.5	0	0.0	8500	6000	8000	7000	8000	7000	8500	8000	7000	6000
7	불고기	쇠고기 200g, 밥제외	17297.5	17297.5	0	0.0	20000	14000	15380	14000	18000	15000	20000	16000	20000	20000
8	등심(외식)	쇠고기 200g, 밥제외	40750.0	40750.0	0	0.0	46000	30000	30000	44000	44000	40000	44000	42000	46000	36000
9	돼지갈비(외식)	돼지갈비 200g, 밥제외	11953.75	11953.75	0	0.0	13330	10000	13330	12000	11000	13300	12000	12000	10000	12000

	품 목	규격 및 단위	4월24일 평균 가격(원)	4월29일 평균 가격(원)	등락가격(원)	등락율(퍼센트)	최고가(원)	최저가(원)	남문시장(중구)	동구시장(동구)	서문시장(중구)	봉덕시장(남구)	칠성시장(북구)	수성시장(수성구)	서남시장(달서구)	팔달시장(북구)
54	휘발유	무연휘발유,주유소판매, 1L	1671.0	1673.0	↑2	0.1	1699	1638	1699	1698	1645	1675	1638	1679	1665	1685
55	경유	주유소판매, 1L	1532.5	1525.125	↓7.375	-0.5	1574	1485	1574	1569	1495	1529	1485	1539	1515	1495
56	LPG(자동차용)	주유소판매, 1L	993.125	993.125	0	0.0	995	987	993	994	994	995	987	994	994	994
57	숙박료(호텔)	관광호텔3성급 더블침대	101250.0	101250.0	0	0.0	143000	59000	120000	95000	88000	59000	130000	110000	65000	143000
58	숙박료(여관)	갑류온돌방, 욕실부설	41250.0	41250.0	0	0.0	50000	35000	45000	40000	40000	40000	40000	50000	40000	35000
59	이용료	성인중급, 1회	10125.0	10125.0	0	0.0	14000	7000	10000	14000	10000	11000	9000	7000	10000	10000
60	미용료	성인여자, 중급	11500.0	11500.0	0	0.0	14000	6000	6000	13000	12000	12000	12000	10000	14000	13000
61	목욕료	성인대중탕	7625.0	7500.0	↓125	-1.6	8500	6500	8000	8000	6500	8500	7500	6500	7000	8000
62	찜질방이용료	성인주간	13571.42857	13285.71429	↓285.714285714284	-2.1	15000	11000	15000	12000	13000	13000	14000	<NA>	15000	11000
63	택배이용료	2kg이하(타지역) <우체국택배>	5000.0	5000.0	0	0.0	5000	5000	5000	5000	5000	5000	5000	5000	5000	5000

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Open Punctuation

Close 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

Lowercase Letter

Other Punctuation

Uppercase Letter

Math Symbol

Space Separator

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample