gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	480
Missing cells	208
Missing cells (%)	2.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	77.9 KiB
Average record size in memory	166.3 B

Variable types

Categorical	3
Text	2
Numeric	14

Dataset

Description	시도, 시군, 단지명, 조성상태, 지정면적, 관리면적 등 전국 산업단지현황통계 중 저희 기관이 관할하는 산업단지의 농공산업단지 자료를 분기별로 제공하고 있습니다.
Author	한국산업단지공단
URL	https://www.data.go.kr/data/15085878/fileData.do

Alerts

`유형` has constant value ""	Constant
`지정면적(천제곱미터)` is highly overall correlated with `관리면적(천제곱미터)` and 3 other fields	High correlation
`관리면적(천제곱미터)` is highly overall correlated with `지정면적(천제곱미터)` and 3 other fields	High correlation
`산업시설구역_전체면적(천제곱미터)` is highly overall correlated with `지정면적(천제곱미터)` and 5 other fields	High correlation
`산업시설구역_분양대상(천제곱미터)` is highly overall correlated with `지정면적(천제곱미터)` and 6 other fields	High correlation
`산업시설구역_분양(천제곱미터)` is highly overall correlated with `지정면적(천제곱미터)` and 9 other fields	High correlation
`산업시설구역_미분양(천제곱미터)` is highly overall correlated with `산업시설구역_분양률(퍼센트)`	High correlation
`산업시설구역_분양률(퍼센트)` is highly overall correlated with `산업시설구역_미분양(천제곱미터)` and 1 other fields	High correlation
`입주업체(개)` is highly overall correlated with `가동업체(개)` and 3 other fields	High correlation
`가동업체(개)` is highly overall correlated with `산업시설구역_분양(천제곱미터)` and 4 other fields	High correlation
`고용현황(명)_남` is highly overall correlated with `산업시설구역_전체면적(천제곱미터)` and 8 other fields	High correlation
`고용현황(명)_여` is highly overall correlated with `산업시설구역_분양(천제곱미터)` and 6 other fields	High correlation
`고용현황(명)_계` is highly overall correlated with `산업시설구역_전체면적(천제곱미터)` and 8 other fields	High correlation
`누계생산(백만원)` is highly overall correlated with `산업시설구역_분양대상(천제곱미터)` and 5 other fields	High correlation
`누계수출(천달러)` is highly overall correlated with `산업시설구역_분양(천제곱미터)` and 4 other fields	High correlation
`조성상태` is highly overall correlated with `산업시설구역_분양률(퍼센트)`	High correlation
`조성상태` is highly imbalanced (79.7%)	Imbalance
`고용현황(명)_남` has 47 (9.8%) missing values	Missing
`고용현황(명)_여` has 45 (9.4%) missing values	Missing
`고용현황(명)_계` has 48 (10.0%) missing values	Missing
`누계생산(백만원)` has 43 (9.0%) missing values	Missing
`누계수출(천달러)` has 25 (5.2%) missing values	Missing
`산업시설구역_분양대상(천제곱미터)` has 21 (4.4%) zeros	Zeros
`산업시설구역_분양(천제곱미터)` has 23 (4.8%) zeros	Zeros
`산업시설구역_미분양(천제곱미터)` has 435 (90.6%) zeros	Zeros
`산업시설구역_분양률(퍼센트)` has 23 (4.8%) zeros	Zeros
`입주업체(개)` has 25 (5.2%) zeros	Zeros
`가동업체(개)` has 31 (6.5%) zeros	Zeros
`고용현황(명)_남` has 31 (6.5%) zeros	Zeros
`고용현황(명)_여` has 33 (6.9%) zeros	Zeros
`고용현황(명)_계` has 30 (6.2%) zeros	Zeros
`누계생산(백만원)` has 38 (7.9%) zeros	Zeros
`누계수출(천달러)` has 142 (29.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 08:42:31.636801
Analysis finished	2024-04-06 08:43:37.515997
Duration	1 minute and 5.88 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

유형
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

농공	480

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
농공	480	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
농공	480	100.0%

시도
Categorical

Distinct	14
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

충남	94
경남	80
전남	70
경북	67
전북	60
Other values (9)	109

Length

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

Unique

Unique	3 ?
Unique (%)	0.6%

Sample

1st row	부산
2nd row	대구
3rd row	대구
4th row	대구
5th row	대구

Common Values

Value	Count	Frequency (%)
충남	94	19.6%
경남	80	16.7%
전남	70	14.6%
경북	67	14.0%
전북	60	12.5%
강원	47	9.8%
충북	44	9.2%
대구	4	0.8%
울산	4	0.8%
세종	4	0.8%
Other values (4)	6	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
충남	94	19.6%
경남	80	16.7%
전남	70	14.6%
경북	67	14.0%
전북	60	12.5%
강원	47	9.8%
충북	44	9.2%
대구	4	0.8%
울산	4	0.8%
세종	4	0.8%
Other values (4)	6	1.2%

시군
Text

Distinct	122
Distinct (%)	25.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

Length

Max length	9
Median length	3
Mean length	3.0125
Min length	2

Characters and Unicode

Total characters	1446
Distinct characters	104
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	17 ?
Unique (%)	3.5%

Sample

1st row	기장군
2nd row	달성군
3rd row	달성군
4th row	군위군
5th row	군위군

Value	Count	Frequency (%)
공주시	12	2.5%
논산시	10	2.1%
함안군	10	2.1%
아산시	9	1.9%
보령시	8	1.7%
예산군	8	1.7%
고성군	8	1.7%
밀양시	8	1.7%
홍성군	8	1.7%
김해시	8	1.7%
Other values (113)	393	81.5%

Most occurring characters

Value	Count	Frequency (%)
군	277	19.2%
시	203	14.0%
주	65	4.5%
천	61	4.2%
산	54	3.7%
성	43	3.0%
양	37	2.6%
안	33	2.3%
진	31	2.1%
영	29	2.0%
Other values (94)	613	42.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1444	99.9%
Space Separator	2	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	277	19.2%
시	203	14.1%
주	65	4.5%
천	61	4.2%
산	54	3.7%
성	43	3.0%
양	37	2.6%
안	33	2.3%
진	31	2.1%
영	29	2.0%
Other values (93)	611	42.3%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1444	99.9%
Common	2	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	277	19.2%
시	203	14.1%
주	65	4.5%
천	61	4.2%
산	54	3.7%
성	43	3.0%
양	37	2.6%
안	33	2.3%
진	31	2.1%
영	29	2.0%
Other values (93)	611	42.3%

Common

Value	Count	Frequency (%)
	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1444	99.9%
ASCII	2	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	277	19.2%
시	203	14.1%
주	65	4.5%
천	61	4.2%
산	54	3.7%
성	43	3.0%
양	37	2.6%
안	33	2.3%
진	31	2.1%
영	29	2.0%
Other values (93)	611	42.3%

ASCII

Value	Count	Frequency (%)
	2	100.0%

단지명
Text

Distinct	470
Distinct (%)	97.9%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

Length

Max length	19
Median length	2
Mean length	3.2583333
Min length	2

Characters and Unicode

Total characters	1564
Distinct characters	254
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	460 ?
Unique (%)	95.8%

Sample

1st row	정관
2nd row	구지
3rd row	옥포
4th row	군위
5th row	효령

Value	Count	Frequency (%)
금성	3	0.6%
봉황	2	0.4%
동면	2	0.4%
장수	2	0.4%
군서	2	0.4%
수동	2	0.4%
신평	2	0.4%
풍산	2	0.4%
동화	2	0.4%
옥천	2	0.4%
Other values (475)	475	95.8%

Most occurring characters

Value	Count	Frequency (%)
산	52	3.3%
2	49	3.1%
제	43	2.7%
화	40	2.6%
전	34	2.2%
구	31	2.0%
문	31	2.0%
동	28	1.8%
천	28	1.8%
성	26	1.7%
Other values (244)	1202	76.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1439	92.0%
Decimal Number	56	3.6%
Open Punctuation	23	1.5%
Close Punctuation	23	1.5%
Space Separator	16	1.0%
Other Punctuation	6	0.4%
Dash Punctuation	1	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	52	3.6%
제	43	3.0%
화	40	2.8%
전	34	2.4%
구	31	2.2%
문	31	2.2%
동	28	1.9%
천	28	1.9%
성	26	1.8%
지	25	1.7%
Other values (236)	1101	76.5%

Decimal Number

Value	Count	Frequency (%)
2	49	87.5%
3	4	7.1%
1	3	5.4%

Open Punctuation

Value	Count	Frequency (%)
(	23	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	23	100.0%

Space Separator

Value	Count	Frequency (%)
	16	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	6	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1439	92.0%
Common	125	8.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	52	3.6%
제	43	3.0%
화	40	2.8%
전	34	2.4%
구	31	2.2%
문	31	2.2%
동	28	1.9%
천	28	1.9%
성	26	1.8%
지	25	1.7%
Other values (236)	1101	76.5%

Common

Value	Count	Frequency (%)
2	49	39.2%
(	23	18.4%
)	23	18.4%
	16	12.8%
:	6	4.8%
3	4	3.2%
1	3	2.4%
-	1	0.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1439	92.0%
ASCII	125	8.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
산	52	3.6%
제	43	3.0%
화	40	2.8%
전	34	2.4%
구	31	2.2%
문	31	2.2%
동	28	1.9%
천	28	1.9%
성	26	1.8%
지	25	1.7%
Other values (236)	1101	76.5%

ASCII

Value	Count	Frequency (%)
2	49	39.2%
(	23	18.4%
)	23	18.4%
	16	12.8%
:	6	4.8%
3	4	3.2%
1	3	2.4%
-	1	0.8%

조성상태
Categorical

HIGH CORRELATION IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

완료	451
조성중	16
미개발	11
<NA>	2

Length

Max length	4
Median length	2
Mean length	2.0645833
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
완료	451	94.0%
조성중	16	3.3%
미개발	11	2.3%
<NA>	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
완료	451	94.0%
조성중	16	3.3%
미개발	11	2.3%
na	2	0.4%

지정면적(천제곱미터)
Real number (ℝ)

HIGH CORRELATION

Distinct	223
Distinct (%)	46.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	162.025

Minimum	0
Maximum	777
Zeros	1
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	56
Q1	104.75
median	143
Q3	193.5
95-th percentile	329
Maximum	777
Range	777
Interquartile range (IQR)	88.75

Descriptive statistics

Standard deviation	91.417504
Coefficient of variation (CV)	0.56421851
Kurtosis	6.2329387
Mean	162.025
Median Absolute Deviation (MAD)	41
Skewness	1.8864921
Sum	77772
Variance	8357.1601
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
149	11	2.3%
147	10	2.1%
143	9	1.9%
150	9	1.9%
145	8	1.7%
144	8	1.7%
146	7	1.5%
106	6	1.2%
103	6	1.2%
132	6	1.2%
Other values (213)	400	83.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.2%
30	1	0.2%
34	2	0.4%
40	1	0.2%
42	2	0.4%
44	2	0.4%
45	1	0.2%
47	1	0.2%
49	1	0.2%
50	1	0.2%

Value	Count	Frequency (%)
777	1	0.2%
568	1	0.2%
551	1	0.2%
530	1	0.2%
522	1	0.2%
501	1	0.2%
480	1	0.2%
427	1	0.2%
408	1	0.2%
405	1	0.2%

관리면적(천제곱미터)
Real number (ℝ)

HIGH CORRELATION

Distinct	225
Distinct (%)	46.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	160.99167

Minimum	0
Maximum	775
Zeros	1
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	56
Q1	103
median	142
Q3	192.25
95-th percentile	327.05
Maximum	775
Range	775
Interquartile range (IQR)	89.25

Descriptive statistics

Standard deviation	91.444474
Coefficient of variation (CV)	0.5680075
Kurtosis	6.22826
Mean	160.99167
Median Absolute Deviation (MAD)	41.5
Skewness	1.8920784
Sum	77276
Variance	8362.0918
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
149	10	2.1%
144	9	1.9%
147	8	1.7%
145	8	1.7%
150	7	1.5%
112	7	1.5%
146	7	1.5%
143	7	1.5%
142	6	1.2%
102	6	1.2%
Other values (215)	405	84.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.2%
30	1	0.2%
33	1	0.2%
34	1	0.2%
40	1	0.2%
42	2	0.4%
44	1	0.2%
45	2	0.4%
47	1	0.2%
49	1	0.2%

Value	Count	Frequency (%)
775	1	0.2%
568	1	0.2%
550	1	0.2%
529	1	0.2%
522	1	0.2%
501	1	0.2%
480	1	0.2%
427	1	0.2%
408	1	0.2%
405	1	0.2%

산업시설구역_전체면적(천제곱미터)
Real number (ℝ)

HIGH CORRELATION

Distinct	194
Distinct (%)	40.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	122.15208

Minimum	0
Maximum	597
Zeros	1
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	43
Q1	79
median	104
Q3	145
95-th percentile	245.05
Maximum	597
Range	597
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	72.236128
Coefficient of variation (CV)	0.59136223
Kurtosis	7.6370581
Mean	122.15208
Median Absolute Deviation (MAD)	31
Skewness	2.1296995
Sum	58633
Variance	5218.0582
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
91	9	1.9%
98	7	1.5%
96	7	1.5%
81	7	1.5%
105	7	1.5%
107	7	1.5%
94	6	1.2%
83	6	1.2%
78	6	1.2%
88	6	1.2%
Other values (184)	412	85.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.2%
14	1	0.2%
15	1	0.2%
28	1	0.2%
29	2	0.4%
30	2	0.4%
31	1	0.2%
34	2	0.4%
35	1	0.2%
37	2	0.4%

Value	Count	Frequency (%)
597	1	0.2%
504	1	0.2%
481	1	0.2%
445	1	0.2%
409	1	0.2%
389	1	0.2%
362	1	0.2%
360	1	0.2%
346	1	0.2%
330	1	0.2%

산업시설구역_분양대상(천제곱미터)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	194
Distinct (%)	40.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	117.23542

Minimum	0
Maximum	597
Zeros	21
Zeros (%)	4.4%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	29
Q1	73
median	102
Q3	141
95-th percentile	245.05
Maximum	597
Range	597
Interquartile range (IQR)	68

Descriptive statistics

Standard deviation	75.266741
Coefficient of variation (CV)	0.64201367
Kurtosis	6.7486762
Mean	117.23542
Median Absolute Deviation (MAD)	33
Skewness	1.8941277
Sum	56273
Variance	5665.0823
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21	4.4%
91	9	1.9%
81	7	1.5%
105	7	1.5%
96	7	1.5%
98	7	1.5%
94	6	1.2%
108	6	1.2%
43	6	1.2%
49	6	1.2%
Other values (184)	398	82.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	4.4%
14	1	0.2%
28	1	0.2%
29	2	0.4%
30	1	0.2%
31	1	0.2%
34	2	0.4%
35	1	0.2%
37	2	0.4%
39	2	0.4%

Value	Count	Frequency (%)
597	1	0.2%
504	1	0.2%
481	1	0.2%
445	1	0.2%
409	1	0.2%
389	1	0.2%
362	1	0.2%
360	1	0.2%
346	1	0.2%
330	1	0.2%

산업시설구역_분양(천제곱미터)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	196
Distinct (%)	40.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	113.18542

Minimum	0
Maximum	597
Zeros	23
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	8.75
Q1	68
median	99
Q3	139
95-th percentile	243.1
Maximum	597
Range	597
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	76.308769
Coefficient of variation (CV)	0.67419259
Kurtosis	6.6652097
Mean	113.18542
Median Absolute Deviation (MAD)	35
Skewness	1.8827983
Sum	54329
Variance	5823.0282
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23	4.8%
49	8	1.7%
105	7	1.5%
108	7	1.5%
78	7	1.5%
91	7	1.5%
96	6	1.2%
92	6	1.2%
81	6	1.2%
94	6	1.2%
Other values (186)	397	82.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23	4.8%
4	1	0.2%
9	3	0.6%
11	1	0.2%
12	1	0.2%
14	1	0.2%
19	1	0.2%
25	1	0.2%
27	1	0.2%
28	2	0.4%

Value	Count	Frequency (%)
597	1	0.2%
504	1	0.2%
481	1	0.2%
445	1	0.2%
409	1	0.2%
389	1	0.2%
362	1	0.2%
360	1	0.2%
346	1	0.2%
330	1	0.2%

산업시설구역_미분양(천제곱미터)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	36
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.05

Minimum	0
Maximum	248
Zeros	435
Zeros (%)	90.6%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	21
Maximum	248
Range	248
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	20.217543
Coefficient of variation (CV)	4.991986
Kurtosis	69.670683
Mean	4.05
Median Absolute Deviation (MAD)	0
Skewness	7.6434257
Sum	1944
Variance	408.74906
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	435	90.6%
17	3	0.6%
6	2	0.4%
11	2	0.4%
3	2	0.4%
13	2	0.4%
39	2	0.4%
2	2	0.4%
21	2	0.4%
8	2	0.4%
Other values (26)	26	5.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	435	90.6%
2	2	0.4%
3	2	0.4%
4	1	0.2%
6	2	0.4%
8	2	0.4%
11	2	0.4%
13	2	0.4%
15	1	0.2%
16	1	0.2%

Value	Count	Frequency (%)
248	1	0.2%
183	1	0.2%
146	1	0.2%
144	1	0.2%
126	1	0.2%
86	1	0.2%
85	1	0.2%
77	1	0.2%
70	1	0.2%
60	1	0.2%

산업시설구역_분양률(퍼센트)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	45
Distinct (%)	9.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	91.978833

Minimum	0
Maximum	100
Zeros	23
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	9.451
Q1	100
median	100
Q3	100
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	24.747688
Coefficient of variation (CV)	0.26905851
Kurtosis	8.2329924
Mean	91.978833
Median Absolute Deviation (MAD)	0
Skewness	-3.1214204
Sum	44149.84
Variance	612.44805
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
100.0	414	86.2%
0.0	23	4.8%
57.14	1	0.2%
22.7	1	0.2%
19.74	1	0.2%
58.04	1	0.2%
22.73	1	0.2%
15.79	1	0.2%
19.79	1	0.2%
9.47	1	0.2%
Other values (35)	35	7.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	23	4.8%
9.09	1	0.2%
9.47	1	0.2%
15.79	1	0.2%
16.67	1	0.2%
19.74	1	0.2%
19.79	1	0.2%
20.45	1	0.2%
22.7	1	0.2%
22.73	1	0.2%

Value	Count	Frequency (%)
100.0	414	86.2%
98.18	1	0.2%
97.22	1	0.2%
96.39	1	0.2%
94.29	1	0.2%
93.88	1	0.2%
92.59	1	0.2%
90.54	1	0.2%
90.18	1	0.2%
89.76	1	0.2%

입주업체(개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	62
Distinct (%)	12.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.260417

Minimum	0
Maximum	172
Zeros	25
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	14
Q3	23
95-th percentile	44.1
Maximum	172
Range	172
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	17.92413
Coefficient of variation (CV)	1.0384529
Kurtosis	19.479515
Mean	17.260417
Median Absolute Deviation (MAD)	9
Skewness	3.3312598
Sum	8285
Variance	321.27442
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	25	5.2%
1	24	5.0%
3	22	4.6%
17	20	4.2%
2	20	4.2%
16	20	4.2%
5	18	3.8%
12	18	3.8%
6	17	3.5%
10	17	3.5%
Other values (52)	279	58.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25	5.2%
1	24	5.0%
2	20	4.2%
3	22	4.6%
4	16	3.3%
5	18	3.8%
6	17	3.5%
7	13	2.7%
8	9	1.9%
9	13	2.7%

Value	Count	Frequency (%)
172	1	0.2%
138	1	0.2%
120	1	0.2%
110	1	0.2%
102	1	0.2%
79	1	0.2%
78	1	0.2%
69	1	0.2%
64	1	0.2%
60	1	0.2%

가동업체(개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	61
Distinct (%)	12.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.683333

Minimum	0
Maximum	162
Zeros	31
Zeros (%)	6.5%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	12
Q3	21
95-th percentile	42.05
Maximum	162
Range	162
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	17.208161
Coefficient of variation (CV)	1.097226
Kurtosis	20.012386
Mean	15.683333
Median Absolute Deviation (MAD)	8
Skewness	3.4485156
Sum	7528
Variance	296.12081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31	6.5%
3	26	5.4%
2	24	5.0%
1	23	4.8%
15	21	4.4%
7	20	4.2%
11	19	4.0%
19	18	3.8%
6	18	3.8%
4	18	3.8%
Other values (51)	262	54.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31	6.5%
1	23	4.8%
2	24	5.0%
3	26	5.4%
4	18	3.8%
5	16	3.3%
6	18	3.8%
7	20	4.2%
8	10	2.1%
9	15	3.1%

Value	Count	Frequency (%)
162	1	0.2%
138	1	0.2%
120	1	0.2%
96	1	0.2%
95	1	0.2%
78	1	0.2%
74	1	0.2%
69	1	0.2%
64	1	0.2%
60	1	0.2%

고용현황(명)_남
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	282
Distinct (%)	65.1%
Missing	47
Missing (%)	9.8%
Infinite	0
Infinite (%)	0.0%
Mean	234.23788

Minimum	0
Maximum	3351
Zeros	31
Zeros (%)	6.5%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	82
median	154
Q3	300
95-th percentile	670.2
Maximum	3351
Range	3351
Interquartile range (IQR)	218

Descriptive statistics

Standard deviation	295.94018
Coefficient of variation (CV)	1.2634173
Kurtosis	35.034898
Mean	234.23788
Median Absolute Deviation (MAD)	90
Skewness	4.7081156
Sum	101425
Variance	87580.589
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31	6.5%
82	6	1.2%
70	6	1.2%
84	5	1.0%
171	5	1.0%
178	4	0.8%
183	4	0.8%
87	4	0.8%
149	4	0.8%
141	4	0.8%
Other values (272)	360	75.0%
(Missing)	47	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31	6.5%
4	1	0.2%
19	1	0.2%
20	1	0.2%
21	1	0.2%
22	1	0.2%
26	1	0.2%
28	1	0.2%
30	2	0.4%
31	2	0.4%

Value	Count	Frequency (%)
3351	1	0.2%
2010	1	0.2%
1696	1	0.2%
1537	1	0.2%
1529	1	0.2%
1485	1	0.2%
1421	1	0.2%
1272	1	0.2%
1203	1	0.2%
1186	1	0.2%

고용현황(명)_여
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	195
Distinct (%)	44.8%
Missing	45
Missing (%)	9.4%
Infinite	0
Infinite (%)	0.0%
Mean	95.186207

Minimum	0
Maximum	1002
Zeros	33
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	26
median	63
Q3	118
95-th percentile	273.9
Maximum	1002
Range	1002
Interquartile range (IQR)	92

Descriptive statistics

Standard deviation	117.02284
Coefficient of variation (CV)	1.2294097
Kurtosis	16.317445
Mean	95.186207
Median Absolute Deviation (MAD)	44
Skewness	3.3809347
Sum	41406
Variance	13694.345
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33	6.9%
12	8	1.7%
26	7	1.5%
16	7	1.5%
61	6	1.2%
45	6	1.2%
74	6	1.2%
24	5	1.0%
84	5	1.0%
29	5	1.0%
Other values (185)	347	72.3%
(Missing)	45	9.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	6.9%
1	1	0.2%
2	3	0.6%
4	3	0.6%
5	2	0.4%
6	3	0.6%
7	1	0.2%
8	5	1.0%
9	2	0.4%
10	2	0.4%

Value	Count	Frequency (%)
1002	1	0.2%
802	1	0.2%
706	1	0.2%
683	1	0.2%
660	1	0.2%
625	1	0.2%
557	1	0.2%
496	1	0.2%
471	1	0.2%
429	1	0.2%

고용현황(명)_계
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	294
Distinct (%)	68.1%
Missing	48
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	330.62731

Minimum	0
Maximum	3714
Zeros	30
Zeros (%)	6.2%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	123
median	231
Q3	418.25
95-th percentile	835.7
Maximum	3714
Range	3714
Interquartile range (IQR)	295.25

Descriptive statistics

Standard deviation	385.96954
Coefficient of variation (CV)	1.1673855
Kurtosis	21.964028
Mean	330.62731
Median Absolute Deviation (MAD)	132
Skewness	3.8683379
Sum	142831
Variance	148972.48
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	30	6.2%
184	6	1.2%
123	5	1.0%
70	5	1.0%
67	4	0.8%
483	3	0.6%
152	3	0.6%
442	3	0.6%
147	3	0.6%
202	3	0.6%
Other values (284)	367	76.5%
(Missing)	48	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	6.2%
5	1	0.2%
21	1	0.2%
24	1	0.2%
27	1	0.2%
34	2	0.4%
35	1	0.2%
38	2	0.4%
40	1	0.2%
42	1	0.2%

Value	Count	Frequency (%)
3714	1	0.2%
2716	1	0.2%
2487	1	0.2%
2253	1	0.2%
1928	1	0.2%
1886	1	0.2%
1798	1	0.2%
1787	1	0.2%
1618	1	0.2%
1602	1	0.2%

누계생산(백만원)
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	396
Distinct (%)	90.6%
Missing	43
Missing (%)	9.0%
Infinite	0
Infinite (%)	0.0%
Mean	124559.37

Minimum	0
Maximum	2420000
Zeros	38
Zeros (%)	7.9%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	19989
median	52145
Q3	130392
95-th percentile	447277.6
Maximum	2420000
Range	2420000
Interquartile range (IQR)	110403

Descriptive statistics

Standard deviation	238816.19
Coefficient of variation (CV)	1.9172881
Kurtosis	35.638064
Mean	124559.37
Median Absolute Deviation (MAD)	42265
Skewness	5.2491428
Sum	54432445
Variance	5.7033174 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	38	7.9%
60000	2	0.4%
6000	2	0.4%
63000	2	0.4%
3200	2	0.4%
56360	1	0.2%
235324	1	0.2%
342672	1	0.2%
348000	1	0.2%
10800	1	0.2%
Other values (386)	386	80.4%
(Missing)	43	9.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	38	7.9%
356	1	0.2%
840	1	0.2%
1212	1	0.2%
1334	1	0.2%
1600	1	0.2%
2100	1	0.2%
2404	1	0.2%
2435	1	0.2%
2775	1	0.2%

Value	Count	Frequency (%)
2420000	1	0.2%
1905510	1	0.2%
1651528	1	0.2%
1541876	1	0.2%
1277998	1	0.2%
1261791	1	0.2%
1250976	1	0.2%
1075918	1	0.2%
758353	1	0.2%
731548	1	0.2%

누계수출(천달러)
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	307
Distinct (%)	67.5%
Missing	25
Missing (%)	5.2%
Infinite	0
Infinite (%)	0.0%
Mean	19597.103

Minimum	0
Maximum	570160
Zeros	142
Zeros (%)	29.6%
Negative	0
Negative (%)	0.0%
Memory size	4.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1350
Q3	11138
95-th percentile	107822.4
Maximum	570160
Range	570160
Interquartile range (IQR)	11138

Descriptive statistics

Standard deviation	56921.177
Coefficient of variation (CV)	2.904571
Kurtosis	40.084494
Mean	19597.103
Median Absolute Deviation (MAD)	1350
Skewness	5.6680614
Sum	8916682
Variance	3.2400204 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	142	29.6%
240	2	0.4%
8000	2	0.4%
60	2	0.4%
2000	2	0.4%
1248	2	0.4%
615	2	0.4%
116	2	0.4%
4400	1	0.2%
67200	1	0.2%
Other values (297)	297	61.9%
(Missing)	25	5.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	142	29.6%
12	1	0.2%
32	1	0.2%
33	1	0.2%
35	1	0.2%
37	1	0.2%
40	1	0.2%
41	1	0.2%
60	2	0.4%
61	1	0.2%

Value	Count	Frequency (%)
570160	1	0.2%
474812	1	0.2%
459400	1	0.2%
366842	1	0.2%
266730	1	0.2%
241200	1	0.2%
239199	1	0.2%
204537	1	0.2%
201737	1	0.2%
201164	1	0.2%

Heatmap
Table

	시도	조성상태	지정면적(천제곱미터)	관리면적(천제곱미터)	산업시설구역_전체면적(천제곱미터)	산업시설구역_분양대상(천제곱미터)	산업시설구역_분양(천제곱미터)	산업시설구역_미분양(천제곱미터)	산업시설구역_분양률(퍼센트)	입주업체(개)	가동업체(개)	고용현황(명)_남	고용현황(명)_여	고용현황(명)_계	누계생산(백만원)	누계수출(천달러)
시도	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.498	0.399	0.600	0.387	0.484	0.255	0.228
조성상태	0.000	1.000	0.000	0.000	0.000	0.399	0.392	0.247	0.723	0.000	0.000	0.000	0.000	0.000	0.000	0.108
지정면적(천제곱미터)	0.000	0.000	1.000	1.000	0.932	0.925	0.917	0.082	0.000	0.612	0.644	0.777	0.595	0.872	0.863	0.482
관리면적(천제곱미터)	0.000	0.000	1.000	1.000	0.933	0.926	0.918	0.108	0.000	0.619	0.651	0.778	0.593	0.872	0.863	0.481
산업시설구역_전체면적(천제곱미터)	0.000	0.000	0.932	0.933	1.000	1.000	0.999	0.000	0.000	0.696	0.689	0.830	0.822	0.787	0.766	0.533
산업시설구역_분양대상(천제곱미터)	0.000	0.399	0.925	0.926	1.000	1.000	1.000	0.046	0.350	0.703	0.695	0.832	0.826	0.789	0.767	0.537
산업시설구역_분양(천제곱미터)	0.000	0.392	0.917	0.918	0.999	1.000	1.000	0.000	0.441	0.708	0.701	0.834	0.828	0.791	0.769	0.542
산업시설구역_미분양(천제곱미터)	0.000	0.247	0.082	0.108	0.000	0.046	0.000	1.000	0.770	0.000	0.000	0.000	0.000	0.000	0.000	0.000
산업시설구역_분양률(퍼센트)	0.000	0.723	0.000	0.000	0.000	0.350	0.441	0.770	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
입주업체(개)	0.498	0.000	0.612	0.619	0.696	0.703	0.708	0.000	0.000	1.000	0.995	0.581	0.825	0.855	0.555	0.293
가동업체(개)	0.399	0.000	0.644	0.651	0.689	0.695	0.701	0.000	0.000	0.995	1.000	0.628	0.853	0.888	0.572	0.293
고용현황(명)_남	0.600	0.000	0.777	0.778	0.830	0.832	0.834	0.000	0.000	0.581	0.628	1.000	0.813	0.922	0.796	0.595
고용현황(명)_여	0.387	0.000	0.595	0.593	0.822	0.826	0.828	0.000	0.000	0.825	0.853	0.813	1.000	0.890	0.544	0.573
고용현황(명)_계	0.484	0.000	0.872	0.872	0.787	0.789	0.791	0.000	0.000	0.855	0.888	0.922	0.890	1.000	0.898	0.651
누계생산(백만원)	0.255	0.000	0.863	0.863	0.766	0.767	0.769	0.000	0.000	0.555	0.572	0.796	0.544	0.898	1.000	0.813
누계수출(천달러)	0.228	0.108	0.482	0.481	0.533	0.537	0.542	0.000	0.000	0.293	0.293	0.595	0.573	0.651	0.813	1.000

Heatmap
Table

	시도	조성상태
시도	1.000	0.000
조성상태	0.000	1.000

Heatmap
Table

	지정면적(천제곱미터)	관리면적(천제곱미터)	산업시설구역_전체면적(천제곱미터)	산업시설구역_분양대상(천제곱미터)	산업시설구역_분양(천제곱미터)	산업시설구역_미분양(천제곱미터)	산업시설구역_분양률(퍼센트)	입주업체(개)	가동업체(개)	고용현황(명)_남	고용현황(명)_여	고용현황(명)_계	누계생산(백만원)	누계수출(천달러)	시도	조성상태
지정면적(천제곱미터)	1.000	0.994	0.948	0.861	0.778	0.057	-0.038	0.338	0.335	0.445	0.347	0.444	0.384	0.280	0.000	0.000
관리면적(천제곱미터)	0.994	1.000	0.952	0.863	0.780	0.058	-0.040	0.339	0.342	0.452	0.345	0.445	0.382	0.280	0.000	0.000
산업시설구역_전체면적(천제곱미터)	0.948	0.952	1.000	0.928	0.863	-0.013	0.060	0.355	0.366	0.535	0.382	0.514	0.475	0.372	0.000	0.000
산업시설구역_분양대상(천제곱미터)	0.861	0.863	0.928	1.000	0.941	-0.012	0.244	0.447	0.455	0.624	0.478	0.605	0.574	0.445	0.000	0.260
산업시설구역_분양(천제곱미터)	0.778	0.780	0.863	0.941	1.000	-0.239	0.425	0.484	0.502	0.673	0.524	0.653	0.627	0.509	0.000	0.254
산업시설구역_미분양(천제곱미터)	0.057	0.058	-0.013	-0.012	-0.239	1.000	-0.765	-0.107	-0.124	-0.216	-0.132	-0.197	-0.215	-0.249	0.000	0.170
산업시설구역_분양률(퍼센트)	-0.038	-0.040	0.060	0.244	0.425	-0.765	1.000	0.304	0.316	0.416	0.349	0.404	0.412	0.376	0.000	0.568
입주업체(개)	0.338	0.339	0.355	0.447	0.484	-0.107	0.304	1.000	0.979	0.514	0.549	0.534	0.347	0.339	0.235	0.000
가동업체(개)	0.335	0.342	0.366	0.455	0.502	-0.124	0.316	0.979	1.000	0.546	0.577	0.563	0.369	0.352	0.179	0.000
고용현황(명)_남	0.445	0.452	0.535	0.624	0.673	-0.216	0.416	0.514	0.546	1.000	0.730	0.969	0.797	0.691	0.263	0.000
고용현황(명)_여	0.347	0.345	0.382	0.478	0.524	-0.132	0.349	0.549	0.577	0.730	1.000	0.864	0.677	0.562	0.166	0.000
고용현황(명)_계	0.444	0.445	0.514	0.605	0.653	-0.197	0.404	0.534	0.563	0.969	0.864	1.000	0.801	0.686	0.226	0.000
누계생산(백만원)	0.384	0.382	0.475	0.574	0.627	-0.215	0.412	0.347	0.369	0.797	0.677	0.801	1.000	0.708	0.109	0.000
누계수출(천달러)	0.280	0.280	0.372	0.445	0.509	-0.249	0.376	0.339	0.352	0.691	0.562	0.686	0.708	1.000	0.101	0.067
시도	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.235	0.179	0.263	0.166	0.226	0.109	0.101	1.000	0.000
조성상태	0.000	0.000	0.000	0.260	0.254	0.170	0.568	0.000	0.000	0.000	0.000	0.000	0.000	0.067	0.000	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

	유형	시도	시군	단지명	조성상태	지정면적(천제곱미터)	관리면적(천제곱미터)	산업시설구역_전체면적(천제곱미터)	산업시설구역_분양대상(천제곱미터)	산업시설구역_분양(천제곱미터)	산업시설구역_분양률(퍼센트)	입주업체(개)	가동업체(개)	고용현황(명)_남	고용현황(명)_여	고용현황(명)_계	누계생산(백만원)	누계수출(천달러)
0	농공	부산	기장군	정관	완료	258	258	189	189	189	100.0	35	35	1272	346	1618	613988	78040
1	농공	대구	달성군	구지	완료	193	193	160	160	160	100.0	22	22	490	74	564	261298	8682
2	농공	대구	달성군	옥포	완료	162	162	130	130	130	100.0	49	49	320	193	513	102543	22670
3	농공	대구	군위군	군위	완료	301	301	222	222	222	100.0	33	30	561	188	749	190697	13596
4	농공	대구	군위군	효령	완료	112	112	99	99	99	100.0	14	13	152	32	184	90000	10003
5	농공	광주	광산구	소촌	완료	324	324	262	262	262	100.0	64	64	1186	416	1602	509764	121016
6	농공	울산	북구	달천	완료	260	260	194	194	194	100.0	102	95	849	380	1229	411495	11850
7	농공	울산	울주군	두동	완료	70	70	56	56	56	100.0	4	4	415	18	433	124936	24848
8	농공	울산	울주군	두서	완료	123	123	101	101	101	100.0	15	14	466	103	569	180940	14984
9	농공	울산	울주군	상북	완료	139	139	107	107	107	100.0	12	12	678	74	752	200492	44928

	유형	시도	시군	단지명	조성상태	지정면적(천제곱미터)	관리면적(천제곱미터)	산업시설구역_전체면적(천제곱미터)	산업시설구역_분양대상(천제곱미터)	산업시설구역_분양(천제곱미터)	산업시설구역_미분양(천제곱미터)	산업시설구역_분양률(퍼센트)	입주업체(개)	가동업체(개)	고용현황(명)_남	고용현황(명)_여	고용현황(명)_계	누계생산(백만원)	누계수출(천달러)
470	농공	경남	창원시 마산합포구	진북	완료	133	133	111	111	111	0	100.0	21	21	365	173	538	121626	6552
471	농공	경남	고성군	제일	완료	44	45	28	28	28	0	100.0	4	3	51	12	63	17760	0
472	농공	경남	거창군	승강기전문	완료	308	308	188	188	188	0	100.0	15	15	139	45	184	14685	0
473	농공	경남	함양군	안의제2전문	완료	275	272	208	208	208	0	100.0	17	11	143	17	160	28563	3353
474	농공	경남	산청군	화현	완료	88	87	60	60	44	16	73.33	7	2	<NA>	<NA>	<NA>	<NA>	0
475	농공	경남	함양군	함양중방전문	완료	99	99	61	61	61	0	100.0	6	2	<NA>	<NA>	<NA>	<NA>	0
476	농공	경남	함양군	인산죽염항노화	조성중	210	206	89	0	0	0	0.0	1	0	0	0	0	0	0
477	농공	제주	서귀포시	대정	완료	115	115	94	94	94	0	100.0	22	20	160	34	194	75501	504
478	농공	제주	제주시	구좌	완료	67	67	49	49	49	0	100.0	18	18	103	50	153	29245	0
479	농공	제주	제주시	금능	완료	130	130	97	97	97	0	100.0	19	19	267	121	388	69844	237

Overview

Variables

Common Values

Length

Common Values (Plot)

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

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Open Punctuation

Close Punctuation

Space Separator

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample