gimi9 Pandas Profiling

Dataset statistics

Number of variables	18
Number of observations	23
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.7 KiB
Average record size in memory	166.7 B

Variable types

Categorical	7
Text	1
Numeric	10

Dataset

Description	대전광역시 서구 행정동별 식품위생관계업소 현황(기준연도, 행정동, 휴게음식점, 일반음식점, 제과점, 단란주점, 유흥주점, 위탁급식영업, 집단급식소, 식품제조가공업, 즉석판매 제조가공업, 식품첨가물 제조업, 식품운반업, 식품소분·판매업, 식품보존업, 용기·포장류 제조업 등 기타, 건강기능식품제조업, 건강기능식품판매업 ) 데이터 입니다.
Author	대전광역시 서구
URL	https://www.data.go.kr/data/15095162/fileData.do

Alerts

`기준연도` has constant value ""	Constant
`건강기능식품제조업` has constant value ""	Constant
`휴게음식점` is highly overall correlated with `일반음식점` and 8 other fields	High correlation
`일반음식점` is highly overall correlated with `휴게음식점` and 8 other fields	High correlation
`제과점` is highly overall correlated with `휴게음식점` and 6 other fields	High correlation
`단란주점` is highly overall correlated with `휴게음식점` and 5 other fields	High correlation
`위탁급식영업` is highly overall correlated with `휴게음식점` and 5 other fields	High correlation
`집단급식소` is highly overall correlated with `휴게음식점` and 6 other fields	High correlation
`식품제조가공업` is highly overall correlated with `집단급식소` and 2 other fields	High correlation
`즉석판매 제조가공업` is highly overall correlated with `휴게음식점` and 6 other fields	High correlation
`식품소분·판매업` is highly overall correlated with `휴게음식점` and 7 other fields	High correlation
`건강기능식품판매업` is highly overall correlated with `휴게음식점` and 8 other fields	High correlation
`유흥주점` is highly overall correlated with `단란주점`	High correlation
`식품첨가물 제조업` is highly overall correlated with `식품제조가공업`	High correlation
`식품보존업` is highly overall correlated with `휴게음식점` and 5 other fields	High correlation
`용기·포장류 제조업 등 기타` is highly overall correlated with `식품제조가공업`	High correlation
`식품보존업` is highly imbalanced (74.2%)	Imbalance
`용기·포장류 제조업 등 기타` is highly imbalanced (74.2%)	Imbalance
`행정동` has unique values	Unique
`일반음식점` has unique values	Unique
`단란주점` has 8 (34.8%) zeros	Zeros
`위탁급식영업` has 9 (39.1%) zeros	Zeros
`식품제조가공업` has 3 (13.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 06:35:11.553307
Analysis finished	2023-12-12 06:35:23.795265
Duration	12.24 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준연도
Categorical

CONSTANT

Distinct	1
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	316.0 B

2021	23

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021
2nd row	2021
3rd row	2021
4th row	2021
5th row	2021

Common Values

Value	Count	Frequency (%)
2021	23	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021	23	100.0%

행정동
Text

UNIQUE

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	316.0 B

Length

Max length	4
Median length	4
Mean length	3.4782609
Min length	2

Characters and Unicode

Total characters	80
Distinct characters	31
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	23 ?
Unique (%)	100.0%

Sample

1st row	복수동
2nd row	도마1동
3rd row	도마2동
4th row	정림동
5th row	변동

Value	Count	Frequency (%)
복수동	1	4.3%
내동	1	4.3%
관저2동	1	4.3%
관저1동	1	4.3%
가수원동	1	4.3%
만년동	1	4.3%
월평3동	1	4.3%
월평2동	1	4.3%
월평1동	1	4.3%
갈마2동	1	4.3%
Other values (13)	13	56.5%

Most occurring characters

Value	Count	Frequency (%)
동	23	28.7%
1	5	6.2%
2	5	6.2%
마	4	5.0%
산	3	3.8%
둔	3	3.8%
평	3	3.8%
월	3	3.8%
저	2	2.5%
갈	2	2.5%
Other values (21)	27	33.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	68	85.0%
Decimal Number	12	15.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	23	33.8%
마	4	5.9%
산	3	4.4%
둔	3	4.4%
평	3	4.4%
월	3	4.4%
저	2	2.9%
갈	2	2.9%
정	2	2.9%
수	2	2.9%
Other values (18)	21	30.9%

Decimal Number

Value	Count	Frequency (%)
1	5	41.7%
2	5	41.7%
3	2	16.7%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	68	85.0%
Common	12	15.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	23	33.8%
마	4	5.9%
산	3	4.4%
둔	3	4.4%
평	3	4.4%
월	3	4.4%
저	2	2.9%
갈	2	2.9%
정	2	2.9%
수	2	2.9%
Other values (18)	21	30.9%

Common

Value	Count	Frequency (%)
1	5	41.7%
2	5	41.7%
3	2	16.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	68	85.0%
ASCII	12	15.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	23	33.8%
마	4	5.9%
산	3	4.4%
둔	3	4.4%
평	3	4.4%
월	3	4.4%
저	2	2.9%
갈	2	2.9%
정	2	2.9%
수	2	2.9%
Other values (18)	21	30.9%

ASCII

Value	Count	Frequency (%)
1	5	41.7%
2	5	41.7%
3	2	16.7%

휴게음식점
Real number (ℝ)

HIGH CORRELATION

Distinct	21
Distinct (%)	91.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	69.913043

Minimum	4
Maximum	177
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	4
5-th percentile	9.7
Q1	34.5
median	53
Q3	93.5
95-th percentile	171
Maximum	177
Range	173
Interquartile range (IQR)	59

Descriptive statistics

Standard deviation	50.757814
Coefficient of variation (CV)	0.72601352
Kurtosis	-0.050345407
Mean	69.913043
Median Absolute Deviation (MAD)	26
Skewness	0.91718324
Sum	1608
Variance	2576.3557
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
37	2	8.7%
25	2	8.7%
53	1	4.3%
75	1	4.3%
8	1	4.3%
128	1	4.3%
69	1	4.3%
162	1	4.3%
48	1	4.3%
4	1	4.3%
Other values (11)	11	47.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	4.3%
8	1	4.3%
25	2	8.7%
27	1	4.3%
33	1	4.3%
36	1	4.3%
37	2	8.7%
48	1	4.3%
50	1	4.3%
53	1	4.3%

Value	Count	Frequency (%)
177	1	4.3%
172	1	4.3%
162	1	4.3%
128	1	4.3%
108	1	4.3%
107	1	4.3%
80	1	4.3%
79	1	4.3%
75	1	4.3%
69	1	4.3%

일반음식점
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	23
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	264.34783

Minimum	22
Maximum	558
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	22
5-th percentile	58.5
Q1	153.5
median	206
Q3	367.5
95-th percentile	546.8
Maximum	558
Range	536
Interquartile range (IQR)	214

Descriptive statistics

Standard deviation	160.51384
Coefficient of variation (CV)	0.60720695
Kurtosis	-0.87962635
Mean	264.34783
Median Absolute Deviation (MAD)	107
Skewness	0.46095812
Sum	6080
Variance	25764.692
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
175	1	4.3%
317	1	4.3%
54	1	4.3%
354	1	4.3%
280	1	4.3%
527	1	4.3%
206	1	4.3%
22	1	4.3%
162	1	4.3%
404	1	4.3%
Other values (13)	13	56.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22	1	4.3%
54	1	4.3%
99	1	4.3%
104	1	4.3%
130	1	4.3%
150	1	4.3%
157	1	4.3%
159	1	4.3%
162	1	4.3%
174	1	4.3%

Value	Count	Frequency (%)
558	1	4.3%
549	1	4.3%
527	1	4.3%
457	1	4.3%
404	1	4.3%
369	1	4.3%
366	1	4.3%
354	1	4.3%
317	1	4.3%
307	1	4.3%

제과점
Real number (ℝ)

HIGH CORRELATION

Distinct	15
Distinct (%)	65.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.3043478

Minimum	1
Maximum	28
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	1
5-th percentile	1.1
Q1	4
median	6
Q3	11
95-th percentile	22.5
Maximum	28
Range	27
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.0931131
Coefficient of variation (CV)	0.85414451
Kurtosis	1.7620587
Mean	8.3043478
Median Absolute Deviation (MAD)	3
Skewness	1.472807
Sum	191
Variance	50.312253
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
6	3	13.0%
4	3	13.0%
5	2	8.7%
2	2	8.7%
1	2	8.7%
7	2	8.7%
3	1	4.3%
18	1	4.3%
13	1	4.3%
23	1	4.3%
Other values (5)	5	21.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	8.7%
2	2	8.7%
3	1	4.3%
4	3	13.0%
5	2	8.7%
6	3	13.0%
7	2	8.7%
8	1	4.3%
10	1	4.3%
12	1	4.3%

Value	Count	Frequency (%)
28	1	4.3%
23	1	4.3%
18	1	4.3%
16	1	4.3%
13	1	4.3%
12	1	4.3%
10	1	4.3%
8	1	4.3%
7	2	8.7%
6	3	13.0%

단란주점
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	43.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.7826087

Minimum	0
Maximum	38
Zeros	8
Zeros (%)	34.8%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	4
95-th percentile	19.3
Maximum	38
Range	38
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	8.7019147
Coefficient of variation (CV)	1.8194913
Kurtosis	9.8868151
Mean	4.7826087
Median Absolute Deviation (MAD)	2
Skewness	3.0023823
Sum	110
Variance	75.72332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	8	34.8%
2	3	13.0%
3	3	13.0%
4	2	8.7%
1	2	8.7%
5	1	4.3%
38	1	4.3%
20	1	4.3%
9	1	4.3%
13	1	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	34.8%
1	2	8.7%
2	3	13.0%
3	3	13.0%
4	2	8.7%
5	1	4.3%
9	1	4.3%
13	1	4.3%
20	1	4.3%
38	1	4.3%

Value	Count	Frequency (%)
38	1	4.3%
20	1	4.3%
13	1	4.3%
9	1	4.3%
5	1	4.3%
4	2	8.7%
3	3	13.0%
2	3	13.0%
1	2	8.7%
0	8	34.8%

유흥주점
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	21.7%
Missing	0
Missing (%)	0.0%
Memory size	316.0 B

0	18
7	2
2	1
1	1
4	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	3 ?
Unique (%)	13.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	2

Common Values

Value	Count	Frequency (%)
0	18	78.3%
7	2	8.7%
2	1	4.3%
1	1	4.3%
4	1	4.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	18	78.3%
7	2	8.7%
2	1	4.3%
1	1	4.3%
4	1	4.3%

위탁급식영업
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	7
Distinct (%)	30.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.173913

Minimum	0
Maximum	17
Zeros	9
Zeros (%)	39.1%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	7.8
Maximum	17
Range	17
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.8097026
Coefficient of variation (CV)	1.7524632
Kurtosis	10.69313
Mean	2.173913
Median Absolute Deviation (MAD)	1
Skewness	3.0731605
Sum	50
Variance	14.513834
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	9	39.1%
1	5	21.7%
2	4	17.4%
3	2	8.7%
8	1	4.3%
6	1	4.3%
17	1	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	39.1%
1	5	21.7%
2	4	17.4%
3	2	8.7%
6	1	4.3%
8	1	4.3%
17	1	4.3%

Value	Count	Frequency (%)
17	1	4.3%
8	1	4.3%
6	1	4.3%
3	2	8.7%
2	4	17.4%
1	5	21.7%
0	9	39.1%

집단급식소
Real number (ℝ)

HIGH CORRELATION

Distinct	18
Distinct (%)	78.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.913043

Minimum	3
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	3
5-th percentile	4.2
Q1	9
median	13
Q3	19.5
95-th percentile	27.7
Maximum	35
Range	32
Interquartile range (IQR)	10.5

Descriptive statistics

Standard deviation	8.0674038
Coefficient of variation (CV)	0.54096294
Kurtosis	0.29018215
Mean	14.913043
Median Absolute Deviation (MAD)	4
Skewness	0.75773035
Sum	343
Variance	65.083004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
13	4	17.4%
9	2	8.7%
15	2	8.7%
22	1	4.3%
6	1	4.3%
14	1	4.3%
25	1	4.3%
24	1	4.3%
3	1	4.3%
8	1	4.3%
Other values (8)	8	34.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	4.3%
4	1	4.3%
6	1	4.3%
7	1	4.3%
8	1	4.3%
9	2	8.7%
11	1	4.3%
13	4	17.4%
14	1	4.3%
15	2	8.7%

Value	Count	Frequency (%)
35	1	4.3%
28	1	4.3%
25	1	4.3%
24	1	4.3%
23	1	4.3%
22	1	4.3%
17	1	4.3%
16	1	4.3%
15	2	8.7%
14	1	4.3%

식품제조가공업
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	47.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3478261

Minimum	0
Maximum	11
Zeros	3
Zeros (%)	13.0%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4.5
95-th percentile	8.9
Maximum	11
Range	11
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	3.024276
Coefficient of variation (CV)	0.90335516
Kurtosis	0.59054392
Mean	3.3478261
Median Absolute Deviation (MAD)	1
Skewness	1.1249872
Sum	77
Variance	9.1462451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
2	5	21.7%
1	4	17.4%
0	3	13.0%
3	3	13.0%
4	2	8.7%
9	1	4.3%
6	1	4.3%
5	1	4.3%
8	1	4.3%
7	1	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	13.0%
1	4	17.4%
2	5	21.7%
3	3	13.0%
4	2	8.7%
5	1	4.3%
6	1	4.3%
7	1	4.3%
8	1	4.3%
9	1	4.3%

Value	Count	Frequency (%)
11	1	4.3%
9	1	4.3%
8	1	4.3%
7	1	4.3%
6	1	4.3%
5	1	4.3%
4	2	8.7%
3	3	13.0%
2	5	21.7%
1	4	17.4%

즉석판매 제조가공업
Real number (ℝ)

HIGH CORRELATION

Distinct	19
Distinct (%)	82.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.521739

Minimum	4
Maximum	84
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	4
5-th percentile	8.3
Q1	18.5
median	23
Q3	48
95-th percentile	65.6
Maximum	84
Range	80
Interquartile range (IQR)	29.5

Descriptive statistics

Standard deviation	21.41552
Coefficient of variation (CV)	0.65849862
Kurtosis	-0.12348436
Mean	32.521739
Median Absolute Deviation (MAD)	11
Skewness	0.87683161
Sum	748
Variance	458.62451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
22	3	13.0%
18	2	8.7%
23	2	8.7%
8	1	4.3%
11	1	4.3%
51	1	4.3%
84	1	4.3%
4	1	4.3%
24	1	4.3%
45	1	4.3%
Other values (9)	9	39.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	4.3%
8	1	4.3%
11	1	4.3%
12	1	4.3%
18	2	8.7%
19	1	4.3%
22	3	13.0%
23	2	8.7%
24	1	4.3%
26	1	4.3%

Value	Count	Frequency (%)
84	1	4.3%
66	1	4.3%
62	1	4.3%
61	1	4.3%
56	1	4.3%
51	1	4.3%
45	1	4.3%
40	1	4.3%
31	1	4.3%
26	1	4.3%

식품첨가물 제조업
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	316.0 B

0	20
1	3

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	20	87.0%
1	3	13.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	20	87.0%
1	3	13.0%

식품운반업
Categorical

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	316.0 B

0	19
1	4

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	19	82.6%
1	4	17.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	19	82.6%
1	4	17.4%

식품소분·판매업
Real number (ℝ)

HIGH CORRELATION

Distinct	18
Distinct (%)	78.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.130435

Minimum	9
Maximum	65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	9
5-th percentile	10.1
Q1	15
median	26
Q3	30.5
95-th percentile	58.2
Maximum	65
Range	56
Interquartile range (IQR)	15.5

Descriptive statistics

Standard deviation	15.846721
Coefficient of variation (CV)	0.5840939
Kurtosis	0.31623521
Mean	27.130435
Median Absolute Deviation (MAD)	11
Skewness	0.99863623
Sum	624
Variance	251.11858
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
30	4	17.4%
15	2	8.7%
12	2	8.7%
31	1	4.3%
42	1	4.3%
9	1	4.3%
26	1	4.3%
59	1	4.3%
17	1	4.3%
20	1	4.3%
Other values (8)	8	34.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	1	4.3%
10	1	4.3%
11	1	4.3%
12	2	8.7%
15	2	8.7%
16	1	4.3%
17	1	4.3%
20	1	4.3%
21	1	4.3%
26	1	4.3%

Value	Count	Frequency (%)
65	1	4.3%
59	1	4.3%
51	1	4.3%
44	1	4.3%
42	1	4.3%
31	1	4.3%
30	4	17.4%
28	1	4.3%
26	1	4.3%
21	1	4.3%

식품보존업
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	316.0 B

0	22
1	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	22	95.7%
1	1	4.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	22	95.7%
1	1	4.3%

용기·포장류 제조업 등 기타
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Memory size	316.0 B

0	22
1	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	4.3%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	22	95.7%
1	1	4.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	22	95.7%
1	1	4.3%

건강기능식품제조업
Categorical

CONSTANT

Distinct	1
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	316.0 B

0	23

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	23	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	23	100.0%

건강기능식품판매업
Real number (ℝ)

HIGH CORRELATION

Distinct	21
Distinct (%)	91.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.913043

Minimum	5
Maximum	147
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	339.0 B

Quantile statistics

Minimum	5
5-th percentile	17.3
Q1	29.5
median	42
Q3	62.5
95-th percentile	140.2
Maximum	147
Range	142
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	37.564385
Coefficient of variation (CV)	0.69675875
Kurtosis	1.4154857
Mean	53.913043
Median Absolute Deviation (MAD)	18
Skewness	1.352554
Sum	1240
Variance	1411.083
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
40	2	8.7%
45	2	8.7%
35	1	4.3%
42	1	4.3%
5	1	4.3%
91	1	4.3%
106	1	4.3%
17	1	4.3%
61	1	4.3%
60	1	4.3%
Other values (11)	11	47.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	4.3%
17	1	4.3%
20	1	4.3%
22	1	4.3%
25	1	4.3%
29	1	4.3%
30	1	4.3%
35	1	4.3%
38	1	4.3%
40	2	8.7%

Value	Count	Frequency (%)
147	1	4.3%
144	1	4.3%
106	1	4.3%
91	1	4.3%
81	1	4.3%
64	1	4.3%
61	1	4.3%
60	1	4.3%
53	1	4.3%
45	2	8.7%

Heatmap
Table

	행정동	휴게음식점	일반음식점	제과점	단란주점	유흥주점	위탁급식영업	집단급식소	식품제조가공업	즉석판매 제조가공업	식품첨가물 제조업	식품운반업	식품소분·판매업	식품보존업	용기·포장류 제조업 등 기타	건강기능식품판매업
행정동	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
휴게음식점	1.000	1.000	0.888	0.871	0.832	0.000	0.616	0.695	0.441	0.843	0.000	0.000	0.683	1.000	0.445	0.982
일반음식점	1.000	0.888	1.000	0.000	0.760	0.000	0.000	0.000	0.633	0.712	0.000	0.000	0.000	1.000	0.488	0.793
제과점	1.000	0.871	0.000	1.000	0.798	0.000	0.843	0.631	0.775	0.899	0.125	0.000	0.959	0.445	0.000	0.962
단란주점	1.000	0.832	0.760	0.798	1.000	0.681	0.819	0.723	0.841	0.694	0.000	0.355	0.764	1.000	0.000	0.859
유흥주점	1.000	0.000	0.000	0.000	0.681	1.000	0.383	0.000	0.426	0.000	0.000	0.237	0.000	0.000	0.000	0.000
위탁급식영업	1.000	0.616	0.000	0.843	0.819	0.383	1.000	0.864	0.962	0.000	0.000	0.211	0.830	0.000	0.000	0.733
집단급식소	1.000	0.695	0.000	0.631	0.723	0.000	0.864	1.000	0.656	0.421	0.323	0.000	0.579	0.000	0.000	0.577
식품제조가공업	1.000	0.441	0.633	0.775	0.841	0.426	0.962	0.656	1.000	0.528	0.960	0.265	0.795	0.000	1.000	0.624
즉석판매 제조가공업	1.000	0.843	0.712	0.899	0.694	0.000	0.000	0.421	0.528	1.000	0.409	0.000	0.908	1.000	0.000	0.929
식품첨가물 제조업	1.000	0.000	0.000	0.125	0.000	0.000	0.000	0.323	0.960	0.409	1.000	0.000	0.161	0.000	0.170	0.449
식품운반업	1.000	0.000	0.000	0.000	0.355	0.237	0.211	0.000	0.265	0.000	0.000	1.000	0.213	0.000	0.000	0.000
식품소분·판매업	1.000	0.683	0.000	0.959	0.764	0.000	0.830	0.579	0.795	0.908	0.161	0.213	1.000	1.000	0.000	0.874
식품보존업	1.000	1.000	1.000	0.445	1.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	1.000	1.000	0.000	1.000
용기·포장류 제조업 등 기타	1.000	0.445	0.488	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.170	0.000	0.000	0.000	1.000	0.445
건강기능식품판매업	1.000	0.982	0.793	0.962	0.859	0.000	0.733	0.577	0.624	0.929	0.449	0.000	0.874	1.000	0.445	1.000

Heatmap
Table

	식품보존업	식품운반업	유흥주점	용기·포장류 제조업 등 기타	식품첨가물 제조업
식품보존업	1.000	0.000	0.000	0.000	0.000
식품운반업	0.000	1.000	0.254	0.000	0.000
유흥주점	0.000	0.254	1.000	0.000	0.000
용기·포장류 제조업 등 기타	0.000	0.000	0.000	1.000	0.099
식품첨가물 제조업	0.000	0.000	0.000	0.099	1.000

Heatmap
Table

	휴게음식점	일반음식점	제과점	단란주점	위탁급식영업	집단급식소	식품제조가공업	즉석판매 제조가공업	식품소분·판매업	건강기능식품판매업	유흥주점	식품첨가물 제조업	식품운반업	식품보존업	용기·포장류 제조업 등 기타
휴게음식점	1.000	0.958	0.841	0.529	0.595	0.718	0.400	0.758	0.802	0.920	0.000	0.000	0.000	0.816	0.345
일반음식점	0.958	1.000	0.778	0.629	0.645	0.729	0.474	0.798	0.848	0.862	0.000	0.000	0.000	0.787	0.267
제과점	0.841	0.778	1.000	0.419	0.506	0.619	0.208	0.693	0.778	0.879	0.000	0.000	0.000	0.345	0.000
단란주점	0.529	0.629	0.419	1.000	0.373	0.341	0.232	0.615	0.392	0.531	0.520	0.000	0.208	0.900	0.000
위탁급식영업	0.595	0.645	0.506	0.373	1.000	0.723	0.334	0.325	0.609	0.522	0.116	0.000	0.222	0.000	0.000
집단급식소	0.718	0.729	0.619	0.341	0.723	1.000	0.656	0.491	0.704	0.677	0.000	0.234	0.000	0.000	0.000
식품제조가공업	0.400	0.474	0.208	0.232	0.334	0.656	1.000	0.397	0.455	0.312	0.072	0.647	0.087	0.000	0.787
즉석판매 제조가공업	0.758	0.798	0.693	0.615	0.325	0.491	0.397	1.000	0.671	0.782	0.000	0.313	0.000	0.816	0.000
식품소분·판매업	0.802	0.848	0.778	0.392	0.609	0.704	0.455	0.671	1.000	0.781	0.000	0.034	0.120	0.816	0.000
건강기능식품판매업	0.920	0.862	0.879	0.531	0.522	0.677	0.312	0.782	0.781	1.000	0.000	0.349	0.000	0.816	0.345
유흥주점	0.000	0.000	0.000	0.520	0.116	0.000	0.072	0.000	0.000	0.000	1.000	0.000	0.254	0.000	0.000
식품첨가물 제조업	0.000	0.000	0.000	0.000	0.000	0.234	0.647	0.313	0.034	0.349	0.000	1.000	0.000	0.000	0.099
식품운반업	0.000	0.000	0.000	0.208	0.222	0.000	0.087	0.000	0.120	0.000	0.254	0.000	1.000	0.000	0.000
식품보존업	0.816	0.787	0.345	0.900	0.000	0.000	0.000	0.816	0.816	0.816	0.000	0.000	0.000	1.000	0.000
용기·포장류 제조업 등 기타	0.345	0.267	0.000	0.000	0.000	0.000	0.787	0.000	0.000	0.345	0.000	0.099	0.000	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

	기준연도	행정동	휴게음식점	일반음식점	제과점	단란주점	유흥주점	위탁급식영업	집단급식소	식품제조가공업	즉석판매 제조가공업	식품첨가물 제조업	식품운반업	식품소분·판매업	건강기능식품판매업
0	2021	복수동	53	175	5	0	0	3	22	4	18	1	1	31	35
1	2021	도마1동	68	317	6	4	0	0	16	9	66	0	0	30	45
2	2021	도마2동	37	174	4	2	0	2	11	0	22	0	0	10	20
3	2021	정림동	27	130	2	2	0	0	7	1	19	0	1	15	25
4	2021	변동	25	159	2	3	2	2	13	3	26	0	0	21	29
5	2021	용문동	33	150	3	1	7	0	9	1	12	0	0	12	40
6	2021	탄방동	172	549	18	5	0	8	23	6	61	0	1	65	144
7	2021	둔산1동	107	366	13	38	7	6	28	4	23	0	0	28	64
8	2021	둔산2동	177	558	23	20	0	17	35	5	62	0	0	51	147
9	2021	둔산3동	36	157	4	2	0	0	4	2	31	0	0	11	30

	기준연도	행정동	휴게음식점	일반음식점	제과점	단란주점	유흥주점	위탁급식영업	집단급식소	식품제조가공업	즉석판매 제조가공업	식품첨가물 제조업	식품운반업	식품소분·판매업	용기·포장류 제조업 등 기타	건강기능식품판매업
13	2021	갈마1동	79	369	10	3	0	1	17	3	40	0	0	42	0	53
14	2021	갈마2동	75	307	4	3	0	0	8	2	22	0	0	16	0	38
15	2021	월평1동	80	404	7	13	1	2	13	8	45	0	0	30	0	60
16	2021	월평2동	50	162	8	4	4	1	13	0	24	0	1	20	0	61
17	2021	월평3동	4	22	7	0	0	0	3	0	4	0	0	17	0	17
18	2021	만년동	48	206	5	0	0	2	13	2	22	0	0	30	0	40
19	2021	가수원동	162	527	28	1	0	1	24	7	84	1	0	59	0	106
20	2021	관저1동	69	280	6	0	0	3	25	3	18	0	0	26	0	45
21	2021	관저2동	128	354	16	0	0	1	14	2	51	0	0	30	0	91
22	2021	기성동	8	54	1	0	0	0	15	11	11	1	0	9	1	5

Overview

Variables

Common Values

Length

Common Values (Plot)

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)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample