gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	27
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.1 KiB
Average record size in memory	156.7 B

Variable types

Text	1
Numeric	16

Dataset

Description	중소벤처기업진흥공단이 중소기업을 대상으로 제공하는 정책자금의 업력별 집행실적을 개방하여, 중소기업이 정책자금 신청 시 활용할 수 있도록 개방
Author	중소벤처기업진흥공단
URL	https://www.data.go.kr/data/15069948/fileData.do

Alerts

`1년미만건수(단위_개)` is highly overall correlated with `1년미만금액(단위_백만원)` and 5 other fields	High correlation
`1년미만금액(단위_백만원)` is highly overall correlated with `1년미만건수(단위_개)` and 4 other fields	High correlation
`3년미만건수(단위_개)` is highly overall correlated with `1년미만건수(단위_개)` and 6 other fields	High correlation
`3년미만금액(단위_백만원)` is highly overall correlated with `1년미만건수(단위_개)` and 6 other fields	High correlation
`5년미만건수(단위_개)` is highly overall correlated with `1년미만건수(단위_개)` and 5 other fields	High correlation
`5년미만금액(단위_백만원)` is highly overall correlated with `1년미만건수(단위_개)` and 8 other fields	High correlation
`7년미만건수(단위_개)` is highly overall correlated with `3년미만건수(단위_개)` and 6 other fields	High correlation
`7년미만금액(단위_백만원)` is highly overall correlated with `1년미만건수(단위_개)` and 8 other fields	High correlation
`10년미만건수(단위_개)` is highly overall correlated with `5년미만금액(단위_백만원)` and 9 other fields	High correlation
`10년미만금액(단위_백만원)` is highly overall correlated with `5년미만금액(단위_백만원)` and 9 other fields	High correlation
`15년미만건수(단위_개)` is highly overall correlated with `10년미만건수(단위_개)` and 6 other fields	High correlation
`15년미만금액(단위_백만원)` is highly overall correlated with `10년미만건수(단위_개)` and 6 other fields	High correlation
`20년미만건수(단위_개)` is highly overall correlated with `10년미만건수(단위_개)` and 6 other fields	High correlation
`20년미만금액(단위_백만원)` is highly overall correlated with `10년미만건수(단위_개)` and 6 other fields	High correlation
`20년이상건수(단위_개)` is highly overall correlated with `10년미만건수(단위_개)` and 6 other fields	High correlation
`20년이상금액(단위_백만원)` is highly overall correlated with `10년미만건수(단위_개)` and 6 other fields	High correlation
`5년미만금액(단위_백만원)` has unique values	Unique
`1년미만건수(단위_개)` has 7 (25.9%) zeros	Zeros
`1년미만금액(단위_백만원)` has 7 (25.9%) zeros	Zeros
`3년미만건수(단위_개)` has 2 (7.4%) zeros	Zeros
`3년미만금액(단위_백만원)` has 2 (7.4%) zeros	Zeros
`5년미만건수(단위_개)` has 1 (3.7%) zeros	Zeros
`5년미만금액(단위_백만원)` has 1 (3.7%) zeros	Zeros
`7년미만건수(단위_개)` has 2 (7.4%) zeros	Zeros
`7년미만금액(단위_백만원)` has 2 (7.4%) zeros	Zeros
`10년미만건수(단위_개)` has 3 (11.1%) zeros	Zeros
`10년미만금액(단위_백만원)` has 3 (11.1%) zeros	Zeros
`15년미만건수(단위_개)` has 7 (25.9%) zeros	Zeros
`15년미만금액(단위_백만원)` has 7 (25.9%) zeros	Zeros
`20년미만건수(단위_개)` has 6 (22.2%) zeros	Zeros
`20년미만금액(단위_백만원)` has 6 (22.2%) zeros	Zeros
`20년이상건수(단위_개)` has 6 (22.2%) zeros	Zeros
`20년이상금액(단위_백만원)` has 6 (22.2%) zeros	Zeros

Reproduction

Analysis started	2024-03-14 11:52:59.206237
Analysis finished	2024-03-14 11:54:04.183474
Duration	1 minute and 4.98 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

구분
Text

Distinct	25
Distinct (%)	92.6%
Missing	0
Missing (%)	0.0%
Memory size	344.0 B

Length

Max length	14
Median length	9
Mean length	6.5185185
Min length	2

Characters and Unicode

Total characters	176
Distinct characters	76
Distinct categories	7 ?
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	24 ?
Unique (%)	88.9%

Sample

1st row	혁신창업사업화
2nd row	창업기반지원
3rd row	일반
4th row	대환대출
5th row	청년전용창업(일반)

Value	Count	Frequency (%)
일반	3	10.0%
스케일업금융	1	3.3%
신시장진출지원자금	1	3.3%
재창업	1	3.3%
무역조정	1	3.3%
사업전환	1	3.3%
재도약지원자금	1	3.3%
포항피해기업지원	1	3.3%
재해중소기업	1	3.3%
일시적경영애로	1	3.3%
Other values (18)	18	60.0%

Most occurring characters

Value	Count	Frequency (%)
업	15	8.5%
기	9	5.1%
일	6	3.4%
창	6	3.4%
반	6	3.4%
화	6	3.4%
금	5	2.8%
원	5	2.8%
지	5	2.8%
	4	2.3%
Other values (66)	109	61.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	160	90.9%
Lowercase Letter	5	2.8%
Space Separator	4	2.3%
Close Punctuation	2	1.1%
Open Punctuation	2	1.1%
Uppercase Letter	2	1.1%
Dash Punctuation	1	0.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	15	9.4%
기	9	5.6%
일	6	3.8%
창	6	3.8%
반	6	3.8%
화	6	3.8%
금	5	3.1%
원	5	3.1%
지	5	3.1%
자	4	2.5%
Other values (56)	93	58.1%

Lowercase Letter

Value	Count	Frequency (%)
e	2	40.0%
t	1	20.0%
r	1	20.0%
o	1	20.0%

Uppercase Letter

Value	Count	Frequency (%)
N	1	50.0%
Z	1	50.0%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	160	90.9%
Common	9	5.1%
Latin	7	4.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	15	9.4%
기	9	5.6%
일	6	3.8%
창	6	3.8%
반	6	3.8%
화	6	3.8%
금	5	3.1%
원	5	3.1%
지	5	3.1%
자	4	2.5%
Other values (56)	93	58.1%

Latin

Value	Count	Frequency (%)
e	2	28.6%
N	1	14.3%
t	1	14.3%
Z	1	14.3%
r	1	14.3%
o	1	14.3%

Common

Value	Count	Frequency (%)
	4	44.4%
)	2	22.2%
(	2	22.2%
-	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	160	90.9%
ASCII	16	9.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
업	15	9.4%
기	9	5.6%
일	6	3.8%
창	6	3.8%
반	6	3.8%
화	6	3.8%
금	5	3.1%
원	5	3.1%
지	5	3.1%
자	4	2.5%
Other values (56)	93	58.1%

ASCII

Value	Count	Frequency (%)
	4	25.0%
)	2	12.5%
(	2	12.5%
e	2	12.5%
N	1	6.2%
t	1	6.2%
-	1	6.2%
Z	1	6.2%
r	1	6.2%
o	1	6.2%

1년미만건수(단위_개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	17
Distinct (%)	63.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	215.18519

Minimum	0
Maximum	1834
Zeros	7
Zeros (%)	25.9%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.5
median	12
Q3	42.5
95-th percentile	1567.6
Maximum	1834
Range	1834
Interquartile range (IQR)	41

Descriptive statistics

Standard deviation	520.23959
Coefficient of variation (CV)	2.4176367
Kurtosis	5.8943916
Mean	215.18519
Median Absolute Deviation (MAD)	12
Skewness	2.6075693
Sum	5810
Variance	270649.23
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	7	25.9%
3	3	11.1%
78	2	7.4%
25	2	7.4%
1834	1	3.7%
4	1	3.7%
6	1	3.7%
19	1	3.7%
7	1	3.7%
21	1	3.7%
Other values (7)	7	25.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	25.9%
3	3	11.1%
4	1	3.7%
6	1	3.7%
7	1	3.7%
12	1	3.7%
13	1	3.7%
19	1	3.7%
21	1	3.7%
25	2	7.4%

Value	Count	Frequency (%)
1834	1	3.7%
1822	1	3.7%
974	1	3.7%
798	1	3.7%
78	2	7.4%
50	1	3.7%
35	1	3.7%
25	2	7.4%
21	1	3.7%
19	1	3.7%

1년미만금액(단위_백만원)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	19
Distinct (%)	70.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41485.433

Minimum	0
Maximum	330622.9
Zeros	7
Zeros (%)	25.9%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	150
median	1470
Q3	18816
95-th percentile	296784.4
Maximum	330622.9
Range	330622.9
Interquartile range (IQR)	18666

Descriptive statistics

Standard deviation	94902.607
Coefficient of variation (CV)	2.2876128
Kurtosis	5.5491441
Mean	41485.433
Median Absolute Deviation (MAD)	1470
Skewness	2.5640014
Sum	1120106.7
Variance	9.0065048 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0.0	7	25.9%
8400.0	2	7.4%
300.0	2	7.4%
330622.9	1	3.7%
329152.9	1	3.7%
461.0	1	3.7%
1930.0	1	3.7%
2391.0	1	3.7%
1200.0	1	3.7%
6794.0	1	3.7%
Other values (9)	9	33.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	7	25.9%
300.0	2	7.4%
461.0	1	3.7%
950.0	1	3.7%
992.0	1	3.7%
1200.0	1	3.7%
1470.0	1	3.7%
1930.0	1	3.7%
2391.0	1	3.7%
5045.0	1	3.7%

Value	Count	Frequency (%)
330622.9	1	3.7%
329152.9	1	3.7%
221257.9	1	3.7%
102850.0	1	3.7%
38176.0	1	3.7%
30182.0	1	3.7%
29232.0	1	3.7%
8400.0	2	7.4%
6794.0	1	3.7%
5045.0	1	3.7%

3년미만건수(단위_개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	88.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	435.81481

Minimum	0
Maximum	3648
Zeros	2
Zeros (%)	7.4%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	0.3
Q1	7.5
median	41
Q3	147
95-th percentile	3215.6
Maximum	3648
Range	3648
Interquartile range (IQR)	139.5

Descriptive statistics

Standard deviation	1034.2145
Coefficient of variation (CV)	2.3730594
Kurtosis	5.8970351
Mean	435.81481
Median Absolute Deviation (MAD)	37
Skewness	2.6376287
Sum	11767
Variance	1069599.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	2	7.4%
1	2	7.4%
17	2	7.4%
119	1	3.7%
9	1	3.7%
175	1	3.7%
185	1	3.7%
2	1	3.7%
5	1	3.7%
45	1	3.7%
Other values (14)	14	51.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	7.4%
1	2	7.4%
2	1	3.7%
5	1	3.7%
6	1	3.7%
9	1	3.7%
10	1	3.7%
17	2	7.4%
34	1	3.7%
40	1	3.7%

Value	Count	Frequency (%)
3648	1	3.7%
3584	1	3.7%
2356	1	3.7%
1049	1	3.7%
185	1	3.7%
179	1	3.7%
175	1	3.7%
119	1	3.7%
78	1	3.7%
64	1	3.7%

3년미만금액(단위_백만원)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	25
Distinct (%)	92.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	72154.152

Minimum	0
Maximum	603904.37
Zeros	2
Zeros (%)	7.4%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	30
Q1	1978
median	5867
Q3	20096
95-th percentile	551552.87
Maximum	603904.37
Range	603904.37
Interquartile range (IQR)	18118

Descriptive statistics

Standard deviation	175388.34
Coefficient of variation (CV)	2.430745
Kurtosis	5.602838
Mean	72154.152
Median Absolute Deviation (MAD)	5767
Skewness	2.6297482
Sum	1948162.1
Variance	3.0761071 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0.0	2	7.4%
100.0	2	7.4%
592249.3721	1	3.7%
980.0	1	3.7%
21587.0	1	3.7%
22667.0	1	3.7%
237.0	1	3.7%
740.0	1	3.7%
4890.0	1	3.7%
5867.0	1	3.7%
Other values (15)	15	55.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	7.4%
100.0	2	7.4%
237.0	1	3.7%
740.0	1	3.7%
980.0	1	3.7%
2976.0	1	3.7%
4290.0	1	3.7%
4820.0	1	3.7%
4890.0	1	3.7%
5530.0	1	3.7%

Value	Count	Frequency (%)
603904.3692	1	3.7%
592249.3721	1	3.7%
456594.3721	1	3.7%
117050.0	1	3.7%
24345.0	1	3.7%
22667.0	1	3.7%
21587.0	1	3.7%
18605.0	1	3.7%
14680.0	1	3.7%
11654.99707	1	3.7%

5년미만건수(단위_개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	25
Distinct (%)	92.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	327

Minimum	0
Maximum	2593
Zeros	1
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	1
Q1	13.5
median	45
Q3	103
95-th percentile	2475.3
Maximum	2593
Range	2593
Interquartile range (IQR)	89.5

Descriptive statistics

Standard deviation	787.38047
Coefficient of variation (CV)	2.4078913
Kurtosis	5.2245918
Mean	327
Median Absolute Deviation (MAD)	40
Skewness	2.6048583
Sum	8829
Variance	619968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
1	3	11.1%
2493	1	3.7%
24	1	3.7%
148	1	3.7%
37	1	3.7%
38	1	3.7%
210	1	3.7%
14	1	3.7%
68	1	3.7%
83	1	3.7%
Other values (15)	15	55.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	3.7%
1	3	11.1%
5	1	3.7%
7	1	3.7%
13	1	3.7%
14	1	3.7%
19	1	3.7%
24	1	3.7%
32	1	3.7%
37	1	3.7%

Value	Count	Frequency (%)
2593	1	3.7%
2493	1	3.7%
2434	1	3.7%
210	1	3.7%
149	1	3.7%
148	1	3.7%
106	1	3.7%
100	1	3.7%
89	1	3.7%
83	1	3.7%

5년미만금액(단위_백만원)
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	27
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71834.971

Minimum	0
Maximum	580654.82
Zeros	1
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	112.5
Q1	4106.5
median	9275
Q3	19661.885
95-th percentile	554670.03
Maximum	580654.82
Range	580654.82
Interquartile range (IQR)	15555.385

Descriptive statistics

Standard deviation	177112.58
Coefficient of variation (CV)	2.4655482
Kurtosis	5.2428814
Mean	71834.971
Median Absolute Deviation (MAD)	5945
Skewness	2.6116525
Sum	1939544.2
Variance	3.1368866 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
580654.8223	1	3.7%
556425.027	1	3.7%
3330.0	1	3.7%
25908.0	1	3.7%
200.0	1	3.7%
13665.0	1	3.7%
13865.0	1	3.7%
43103.0	1	3.7%
75.0	1	3.7%
2840.0	1	3.7%
Other values (17)	17	63.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	3.7%
75.0	1	3.7%
200.0	1	3.7%
1230.769231	1	3.7%
2840.0	1	3.7%
3330.0	1	3.7%
3750.0	1	3.7%
4463.0	1	3.7%
4507.0	1	3.7%
5643.0	1	3.7%

Value	Count	Frequency (%)
580654.8223	1	3.7%
556425.027	1	3.7%
550575.027	1	3.7%
43103.0	1	3.7%
25908.0	1	3.7%
24229.79522	1	3.7%
19730.0	1	3.7%
19593.76923	1	3.7%
13865.0	1	3.7%
13665.0	1	3.7%

7년미만건수(단위_개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	85.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	282.40741

Minimum	0
Maximum	2214
Zeros	2
Zeros (%)	7.4%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	0.3
Q1	17
median	52
Q3	100.5
95-th percentile	2108.5
Maximum	2214
Range	2214
Interquartile range (IQR)	83.5

Descriptive statistics

Standard deviation	671.86848
Coefficient of variation (CV)	2.3790753
Kurtosis	5.2282555
Mean	282.40741
Median Absolute Deviation (MAD)	45
Skewness	2.6068253
Sum	7625
Variance	451407.25
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
1	2	7.4%
0	2	7.4%
70	2	7.4%
112	2	7.4%
2214	1	3.7%
36	1	3.7%
52	1	3.7%
53	1	3.7%
159	1	3.7%
20	1	3.7%
Other values (13)	13	48.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	7.4%
1	2	7.4%
4	1	3.7%
5	1	3.7%
16	1	3.7%
18	1	3.7%
20	1	3.7%
25	1	3.7%
36	1	3.7%
42	1	3.7%

Value	Count	Frequency (%)
2214	1	3.7%
2110	1	3.7%
2105	1	3.7%
159	1	3.7%
112	2	7.4%
104	1	3.7%
97	1	3.7%
92	1	3.7%
70	2	7.4%
64	1	3.7%

7년미만금액(단위_백만원)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	96.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	68769.963

Minimum	0
Maximum	542873.52
Zeros	2
Zeros (%)	7.4%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	30
Q1	3915
median	12700
Q3	16836
95-th percentile	524367.44
Maximum	542873.52
Range	542873.52
Interquartile range (IQR)	12921

Descriptive statistics

Standard deviation	166631.94
Coefficient of variation (CV)	2.4230338
Kurtosis	5.2259391
Mean	68769.963
Median Absolute Deviation (MAD)	6300
Skewness	2.6087045
Sum	1856789
Variance	2.7766204 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0.0	2	7.4%
542873.5154	1	3.7%
16050.0	1	3.7%
6400.0	1	3.7%
16815.0	1	3.7%
100.0	1	3.7%
14400.0	1	3.7%
14500.0	1	3.7%
37715.0	1	3.7%
3160.0	1	3.7%
Other values (16)	16	59.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	7.4%
100.0	1	3.7%
600.0	1	3.7%
1230.769231	1	3.7%
2516.0	1	3.7%
3160.0	1	3.7%
4670.0	1	3.7%
6400.0	1	3.7%
7000.0	1	3.7%
7986.0	1	3.7%

Value	Count	Frequency (%)
542873.5154	1	3.7%
524547.4414	1	3.7%
523947.4414	1	3.7%
37715.0	1	3.7%
35120.76923	1	3.7%
18326.07397	1	3.7%
16857.0	1	3.7%
16815.0	1	3.7%
16050.0	1	3.7%
15860.0	1	3.7%

10년미만건수(단위_개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	22
Distinct (%)	81.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	137.48148

Minimum	0
Maximum	521
Zeros	3
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7.5
median	88
Q3	226
95-th percentile	443.9
Maximum	521
Range	521
Interquartile range (IQR)	218.5

Descriptive statistics

Standard deviation	154.30449
Coefficient of variation (CV)	1.1223656
Kurtosis	0.31757328
Mean	137.48148
Median Absolute Deviation (MAD)	83
Skewness	1.1451226
Sum	3712
Variance	23809.875
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	3	11.1%
5	2	7.4%
113	2	7.4%
60	2	7.4%
91	1	3.7%
8	1	3.7%
105	1	3.7%
209	1	3.7%
20	1	3.7%
287	1	3.7%
Other values (12)	12	44.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	11.1%
2	1	3.7%
5	2	7.4%
7	1	3.7%
8	1	3.7%
20	1	3.7%
37	1	3.7%
54	1	3.7%
60	2	7.4%
88	1	3.7%

Value	Count	Frequency (%)
521	1	3.7%
455	1	3.7%
418	1	3.7%
307	1	3.7%
303	1	3.7%
287	1	3.7%
243	1	3.7%
209	1	3.7%
201	1	3.7%
113	2	7.4%

10년미만금액(단위_백만원)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	88.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41267.775

Minimum	0
Maximum	224127.07
Zeros	3
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4394.2855
median	27625.259
Q3	47390.628
95-th percentile	151102.1
Maximum	224127.07
Range	224127.07
Interquartile range (IQR)	42996.342

Descriptive statistics

Standard deviation	53798.343
Coefficient of variation (CV)	1.3036405
Kurtosis	4.7862748
Mean	41267.775
Median Absolute Deviation (MAD)	23214.996
Skewness	2.146956
Sum	1114229.9
Variance	2.8942618 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0.0	3	11.1%
27625.25888	2	7.4%
78465.51388	1	3.7%
18840.0	1	3.7%
20100.0	1	3.7%
2290.0	1	3.7%
1850.0	1	3.7%
38948.0	1	3.7%
40798.0	1	3.7%
63188.0	1	3.7%
Other values (14)	14	51.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3	11.1%
200.0	1	3.7%
1850.0	1	3.7%
2290.0	1	3.7%
4372.571062	1	3.7%
4416.0	1	3.7%
4720.0	1	3.7%
15138.0	1	3.7%
16420.0	1	3.7%
18840.0	1	3.7%

Value	Count	Frequency (%)
224127.0711	1	3.7%
155643.5	1	3.7%
140505.5	1	3.7%
78465.51388	1	3.7%
63188.0	1	3.7%
59391.0	1	3.7%
50840.255	1	3.7%
43941.0	1	3.7%
40798.0	1	3.7%
39525.0	1	3.7%

15년미만건수(단위_개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	20
Distinct (%)	74.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	154.07407

Minimum	0
Maximum	629
Zeros	7
Zeros (%)	25.9%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	95
Q3	270
95-th percentile	483.5
Maximum	629
Range	629
Interquartile range (IQR)	265

Descriptive statistics

Standard deviation	175.10918
Coefficient of variation (CV)	1.1365259
Kurtosis	0.75927566
Mean	154.07407
Median Absolute Deviation (MAD)	95
Skewness	1.1763279
Sum	4160
Variance	30663.225
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	7	25.9%
270	2	7.4%
141	1	3.7%
90	1	3.7%
10	1	3.7%
135	1	3.7%
145	1	3.7%
235	1	3.7%
27	1	3.7%
317	1	3.7%
Other values (10)	10	37.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	25.9%
10	1	3.7%
14	1	3.7%
17	1	3.7%
27	1	3.7%
65	1	3.7%
90	1	3.7%
95	1	3.7%
135	1	3.7%
137	1	3.7%

Value	Count	Frequency (%)
629	1	3.7%
503	1	3.7%
438	1	3.7%
344	1	3.7%
317	1	3.7%
278	1	3.7%
270	2	7.4%
235	1	3.7%
145	1	3.7%
141	1	3.7%

15년미만금액(단위_백만원)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	20
Distinct (%)	74.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56546.259

Minimum	0
Maximum	349000.28
Zeros	7
Zeros (%)	25.9%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1600
median	26942
Q3	66773.959
95-th percentile	204947
Maximum	349000.28
Range	349000.28
Interquartile range (IQR)	65173.959

Descriptive statistics

Standard deviation	80559.095
Coefficient of variation (CV)	1.4246583
Kurtosis	6.184337
Mean	56546.259
Median Absolute Deviation (MAD)	26942
Skewness	2.3396362
Sum	1526749
Variance	6.4897677 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.0	7	25.9%
62504.9184	2	7.4%
31900.0	1	3.7%
23412.0	1	3.7%
3200.0	1	3.7%
71043.0	1	3.7%
74243.0	1	3.7%
97655.0	1	3.7%
6975.0	1	3.7%
50863.0	1	3.7%
Other values (10)	10	37.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	7	25.9%
3200.0	1	3.7%
6975.0	1	3.7%
8748.675124	1	3.7%
10332.0	1	3.7%
20840.0	1	3.7%
23412.0	1	3.7%
26942.0	1	3.7%
31900.0	1	3.7%
50863.0	1	3.7%

Value	Count	Frequency (%)
349000.2751	1	3.7%
213029.6	1	3.7%
186087.6	1	3.7%
116890.0	1	3.7%
97655.0	1	3.7%
74243.0	1	3.7%
71043.0	1	3.7%
62504.9184	2	7.4%
57838.0	1	3.7%
52740.0	1	3.7%

20년미만건수(단위_개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	21
Distinct (%)	77.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	95.555556

Minimum	0
Maximum	356
Zeros	6
Zeros (%)	22.2%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	58
Q3	176
95-th percentile	275.4
Maximum	356
Range	356
Interquartile range (IQR)	173

Descriptive statistics

Standard deviation	105.88758
Coefficient of variation (CV)	1.1081258
Kurtosis	-0.19213109
Mean	95.555556
Median Absolute Deviation (MAD)	58
Skewness	0.94582026
Sum	2580
Variance	11212.179
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	6	22.2%
176	2	7.4%
58	1	3.7%
5	1	3.7%
76	1	3.7%
81	1	3.7%
139	1	3.7%
1	1	3.7%
22	1	3.7%
224	1	3.7%
Other values (11)	11	40.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	22.2%
1	1	3.7%
5	1	3.7%
10	1	3.7%
11	1	3.7%
22	1	3.7%
32	1	3.7%
50	1	3.7%
58	1	3.7%
76	1	3.7%

Value	Count	Frequency (%)
356	1	3.7%
285	1	3.7%
253	1	3.7%
247	1	3.7%
224	1	3.7%
189	1	3.7%
176	2	7.4%
139	1	3.7%
101	1	3.7%
88	1	3.7%

20년미만금액(단위_백만원)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	21
Distinct (%)	77.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34033.666

Minimum	0
Maximum	187051.53
Zeros	6
Zeros (%)	22.2%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	775
median	16598
Q3	48892.98
95-th percentile	104349
Maximum	187051.53
Range	187051.53
Interquartile range (IQR)	48117.98

Descriptive statistics

Standard deviation	43094.81
Coefficient of variation (CV)	1.2662406
Kurtosis	5.1556158
Mean	34033.666
Median Absolute Deviation (MAD)	16598
Skewness	2.0195995
Sum	918908.97
Variance	1.8571627 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0.0	6	22.2%
54313.96	2	7.4%
16598.0	1	3.7%
1250.0	1	3.7%
41922.0	1	3.7%
43172.0	1	3.7%
59770.0	1	3.7%
300.0	1	3.7%
4656.0	1	3.7%
38516.0	1	3.7%
Other values (11)	11	40.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	6	22.2%
300.0	1	3.7%
1250.0	1	3.7%
4656.0	1	3.7%
6009.0	1	3.7%
7360.526738	1	3.7%
11850.0	1	3.7%
14130.0	1	3.7%
16598.0	1	3.7%
25179.0	1	3.7%

Value	Count	Frequency (%)
187051.5267	1	3.7%
107904.0	1	3.7%
96054.0	1	3.7%
65778.0	1	3.7%
59770.0	1	3.7%
54313.96	2	7.4%
43472.0	1	3.7%
43172.0	1	3.7%
41922.0	1	3.7%
39309.0	1	3.7%

20년이상건수(단위_개)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	21
Distinct (%)	77.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.62963

Minimum	0
Maximum	664
Zeros	6
Zeros (%)	22.2%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	103
Q3	270
95-th percentile	445.7
Maximum	664
Range	664
Interquartile range (IQR)	265

Descriptive statistics

Standard deviation	173.33941
Coefficient of variation (CV)	1.1282941
Kurtosis	1.4046347
Mean	153.62963
Median Absolute Deviation (MAD)	103
Skewness	1.2933294
Sum	4148
Variance	30046.55
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	6	22.2%
270	2	7.4%
93	1	3.7%
9	1	3.7%
107	1	3.7%
116	1	3.7%
209	1	3.7%
1	1	3.7%
38	1	3.7%
318	1	3.7%
Other values (11)	11	40.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	22.2%
1	1	3.7%
9	1	3.7%
16	1	3.7%
38	1	3.7%
61	1	3.7%
62	1	3.7%
93	1	3.7%
103	1	3.7%
107	1	3.7%

Value	Count	Frequency (%)
664	1	3.7%
464	1	3.7%
403	1	3.7%
357	1	3.7%
318	1	3.7%
284	1	3.7%
270	2	7.4%
209	1	3.7%
181	1	3.7%
122	1	3.7%

20년이상금액(단위_백만원)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	21
Distinct (%)	77.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63521.077

Minimum	0
Maximum	407585.59
Zeros	6
Zeros (%)	22.2%
Negative	0
Negative (%)	0.0%
Memory size	371.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2200
median	37056.689
Q3	76660
95-th percentile	196150.9
Maximum	407585.59
Range	407585.59
Interquartile range (IQR)	74460

Descriptive statistics

Standard deviation	88566.09
Coefficient of variation (CV)	1.3942788
Kurtosis	8.2737956
Mean	63521.077
Median Absolute Deviation (MAD)	37056.689
Skewness	2.5890728
Sum	1715069.1
Variance	7.8439523 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0.0	6	22.2%
76660.0	2	7.4%
27180.0	1	3.7%
3400.0	1	3.7%
59922.0	1	3.7%
63322.0	1	3.7%
90502.0	1	3.7%
1000.0	1	3.7%
10972.0	1	3.7%
67460.0	1	3.7%
Other values (11)	11	40.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	6	22.2%
1000.0	1	3.7%
3400.0	1	3.7%
10972.0	1	3.7%
11653.0	1	3.7%
17880.0	1	3.7%
25190.0	1	3.7%
27180.0	1	3.7%
37056.68861	1	3.7%
51960.0	1	3.7%

Value	Count	Frequency (%)
407585.5886	1	3.7%
203707.9	1	3.7%
178517.9	1	3.7%
155168.0	1	3.7%
90502.0	1	3.7%
79432.0	1	3.7%
76660.0	2	7.4%
69840.0	1	3.7%
67460.0	1	3.7%
63322.0	1	3.7%

Phik (φk)
Auto

Heatmap
Table

	구분	1년미만건수(단위_개)	1년미만금액(단위_백만원)	3년미만건수(단위_개)	3년미만금액(단위_백만원)	5년미만건수(단위_개)	5년미만금액(단위_백만원)	7년미만건수(단위_개)	7년미만금액(단위_백만원)	10년미만건수(단위_개)	10년미만금액(단위_백만원)	15년미만건수(단위_개)	15년미만금액(단위_백만원)	20년미만건수(단위_개)	20년미만금액(단위_백만원)	20년이상건수(단위_개)	20년이상금액(단위_백만원)
구분	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.667	0.770	0.000	0.000	0.704	0.672	0.865	0.701
1년미만건수(단위_개)	0.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.000	0.352	0.000	0.000	0.000	0.000	0.000	0.000
1년미만금액(단위_백만원)	0.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.540	0.676	0.284	0.404	0.000	0.460	0.363	0.455
3년미만건수(단위_개)	0.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.000	0.352	0.000	0.000	0.000	0.000	0.000	0.000
3년미만금액(단위_백만원)	0.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.000	0.352	0.000	0.000	0.000	0.000	0.000	0.000
5년미만건수(단위_개)	0.000	1.000	1.000	1.000	1.000	1.000	0.953	0.953	0.953	0.312	0.780	0.000	0.000	0.000	0.000	0.000	0.000
5년미만금액(단위_백만원)	0.000	1.000	1.000	1.000	1.000	0.953	1.000	0.953	0.953	0.312	0.780	0.000	0.000	0.000	0.000	0.000	0.000
7년미만건수(단위_개)	0.000	1.000	1.000	1.000	1.000	0.953	0.953	1.000	0.953	0.312	0.780	0.000	0.000	0.000	0.000	0.000	0.000
7년미만금액(단위_백만원)	0.000	1.000	1.000	1.000	1.000	0.953	0.953	0.953	1.000	0.312	0.780	0.000	0.000	0.000	0.000	0.000	0.000
10년미만건수(단위_개)	0.667	0.000	0.540	0.000	0.000	0.312	0.312	0.312	0.312	1.000	0.903	0.900	0.857	0.950	0.873	0.967	0.881
10년미만금액(단위_백만원)	0.770	0.352	0.676	0.352	0.352	0.780	0.780	0.780	0.780	0.903	1.000	0.890	0.849	0.896	0.974	0.840	0.968
15년미만건수(단위_개)	0.000	0.000	0.284	0.000	0.000	0.000	0.000	0.000	0.000	0.900	0.890	1.000	0.939	0.989	0.940	0.935	0.975
15년미만금액(단위_백만원)	0.000	0.000	0.404	0.000	0.000	0.000	0.000	0.000	0.000	0.857	0.849	0.939	1.000	0.952	0.899	0.867	0.937
20년미만건수(단위_개)	0.704	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.950	0.896	0.989	0.952	1.000	0.917	0.940	0.959
20년미만금액(단위_백만원)	0.672	0.000	0.460	0.000	0.000	0.000	0.000	0.000	0.000	0.873	0.974	0.940	0.899	0.917	1.000	0.964	0.993
20년이상건수(단위_개)	0.865	0.000	0.363	0.000	0.000	0.000	0.000	0.000	0.000	0.967	0.840	0.935	0.867	0.940	0.964	1.000	0.936
20년이상금액(단위_백만원)	0.701	0.000	0.455	0.000	0.000	0.000	0.000	0.000	0.000	0.881	0.968	0.975	0.937	0.959	0.993	0.936	1.000

Heatmap
Table

	1년미만건수(단위_개)	1년미만금액(단위_백만원)	3년미만건수(단위_개)	3년미만금액(단위_백만원)	5년미만건수(단위_개)	5년미만금액(단위_백만원)	7년미만건수(단위_개)	7년미만금액(단위_백만원)	10년미만건수(단위_개)	10년미만금액(단위_백만원)	15년미만건수(단위_개)	15년미만금액(단위_백만원)	20년미만건수(단위_개)	20년미만금액(단위_백만원)	20년이상건수(단위_개)	20년이상금액(단위_백만원)
1년미만건수(단위_개)	1.000	0.958	0.909	0.933	0.587	0.578	0.488	0.527	0.149	0.212	-0.024	-0.056	-0.054	-0.047	-0.058	-0.052
1년미만금액(단위_백만원)	0.958	1.000	0.806	0.904	0.461	0.527	0.411	0.550	0.243	0.354	0.074	0.085	0.039	0.092	0.049	0.084
3년미만건수(단위_개)	0.909	0.806	1.000	0.934	0.732	0.637	0.637	0.551	0.178	0.158	-0.009	-0.145	-0.028	-0.112	-0.054	-0.110
3년미만금액(단위_백만원)	0.933	0.904	0.934	1.000	0.610	0.621	0.543	0.636	0.220	0.287	0.050	0.003	0.023	0.026	0.020	0.024
5년미만건수(단위_개)	0.587	0.461	0.732	0.610	1.000	0.906	0.948	0.778	0.380	0.332	0.153	0.026	0.131	0.037	0.098	0.024
5년미만금액(단위_백만원)	0.578	0.527	0.637	0.621	0.906	1.000	0.911	0.906	0.549	0.570	0.317	0.282	0.280	0.269	0.266	0.242
7년미만건수(단위_개)	0.488	0.411	0.637	0.543	0.948	0.911	1.000	0.857	0.552	0.507	0.316	0.192	0.290	0.202	0.261	0.194
7년미만금액(단위_백만원)	0.527	0.550	0.551	0.636	0.778	0.906	0.857	1.000	0.589	0.701	0.374	0.414	0.335	0.410	0.353	0.394
10년미만건수(단위_개)	0.149	0.243	0.178	0.220	0.380	0.549	0.552	0.589	1.000	0.924	0.929	0.827	0.917	0.845	0.898	0.836
10년미만금액(단위_백만원)	0.212	0.354	0.158	0.287	0.332	0.570	0.507	0.701	0.924	1.000	0.850	0.893	0.821	0.896	0.845	0.882
15년미만건수(단위_개)	-0.024	0.074	-0.009	0.050	0.153	0.317	0.316	0.374	0.929	0.850	1.000	0.904	0.994	0.922	0.987	0.930
15년미만금액(단위_백만원)	-0.056	0.085	-0.145	0.003	0.026	0.282	0.192	0.414	0.827	0.893	0.904	1.000	0.883	0.985	0.910	0.966
20년미만건수(단위_개)	-0.054	0.039	-0.028	0.023	0.131	0.280	0.290	0.335	0.917	0.821	0.994	0.883	1.000	0.914	0.990	0.925
20년미만금액(단위_백만원)	-0.047	0.092	-0.112	0.026	0.037	0.269	0.202	0.410	0.845	0.896	0.922	0.985	0.914	1.000	0.941	0.989
20년이상건수(단위_개)	-0.058	0.049	-0.054	0.020	0.098	0.266	0.261	0.353	0.898	0.845	0.987	0.910	0.990	0.941	1.000	0.960
20년이상금액(단위_백만원)	-0.052	0.084	-0.110	0.024	0.024	0.242	0.194	0.394	0.836	0.882	0.930	0.966	0.925	0.989	0.960	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

	구분	1년미만건수(단위_개)	1년미만금액(단위_백만원)	3년미만건수(단위_개)	3년미만금액(단위_백만원)	5년미만건수(단위_개)	5년미만금액(단위_백만원)	7년미만건수(단위_개)	7년미만금액(단위_백만원)	10년미만건수(단위_개)	10년미만금액(단위_백만원)	15년미만건수(단위_개)	15년미만금액(단위_백만원)	20년미만건수(단위_개)	20년미만금액(단위_백만원)	20년이상건수(단위_개)	20년이상금액(단위_백만원)
0	혁신창업사업화	1834	330622.9	3648	603904.3692	2593	580654.8223	2214	542873.5154	303	78465.51388	270	62504.9184	176	54313.96	270	76660.0
1	창업기반지원	1822	329152.9	3584	592249.3721	2493	556425.027	2110	524547.4414	60	27625.25888	0	0.0	0	0.0	0	0.0
2	일반	798	221257.9	2356	456594.3721	2434	550575.027	2105	523947.4414	60	27625.25888	0	0.0	0	0.0	0	0.0
3	대환대출	13	992.0	40	2976.0	106	8605.0	97	7986.0	2	200.0	0	0.0	0	0.0	0	0.0
4	청년전용창업(일반)	974	102850.0	1049	117050.0	0	0.0	0	0.0	0	0.0	0	0.0	0	0.0	0	0.0
5	청년전용창업(창성패)	50	5045.0	179	18605.0	59	5850.0	5	600.0	0	0.0	0	0.0	0	0.0	0	0.0
6	개발기술사업화	12	1470.0	64	11654.99707	100	24229.79522	104	18326.07397	243	50840.255	270	62504.9184	176	54313.96	270	76660.0
7	신성장기반자금	35	38176.0	50	24345.0	45	19593.76923	64	35120.76923	521	224127.0711	629	349000.2751	356	187051.5267	664	407585.5886
8	혁신성장지원	25	30182.0	34	9910.0	32	10106.0	43	14517.0	455	155643.5	503	213029.6	285	107904.0	464	203707.9
9	일반	21	29232.0	17	4290.0	13	5643.0	18	4670.0	418	140505.5	438	186087.6	253	96054.0	403	178517.9

	구분	1년미만건수(단위_개)	1년미만금액(단위_백만원)	3년미만건수(단위_개)	3년미만금액(단위_백만원)	5년미만건수(단위_개)	5년미만금액(단위_백만원)	7년미만건수(단위_개)	7년미만금액(단위_백만원)	10년미만건수(단위_개)	10년미만금액(단위_백만원)	15년미만건수(단위_개)	15년미만금액(단위_백만원)	20년미만건수(단위_개)	20년미만금액(단위_백만원)	20년이상건수(단위_개)	20년이상금액(단위_백만원)
17	긴급경영안정자금	3	300.0	52	5867.0	83	12190.0	112	15860.0	307	43941.0	344	57838.0	247	43472.0	357	79432.0
18	일시적경영애로	3	300.0	45	4890.0	68	9275.0	92	12700.0	287	39525.0	317	50863.0	224	38516.0	318	67460.0
19	재해중소기업	0	0.0	5	740.0	14	2840.0	20	3160.0	20	4416.0	27	6975.0	22	4656.0	38	10972.0
20	포항피해기업지원	0	0.0	2	237.0	1	75.0	0	0.0	0	0.0	0	0.0	1	300.0	1	1000.0
21	재도약지원자금	78	8400.0	185	22667.0	210	43103.0	159	37715.0	209	63188.0	235	97655.0	139	59770.0	209	90502.0
22	사업전환	0	0.0	1	100.0	38	13865.0	53	14500.0	113	40798.0	145	74243.0	81	43172.0	116	63322.0
23	일반	0	0.0	1	100.0	37	13665.0	52	14400.0	105	38948.0	135	71043.0	76	41922.0	107	59922.0
24	무역조정	0	0.0	0	0.0	1	200.0	1	100.0	8	1850.0	10	3200.0	5	1250.0	9	3400.0
25	재창업	78	8400.0	175	21587.0	148	25908.0	70	16815.0	5	2290.0	0	0.0	0	0.0	0	0.0
26	구조개선전용	0	0.0	9	980.0	24	3330.0	36	6400.0	91	20100.0	90	23412.0	58	16598.0	93	27180.0

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Interactions

Correlations

Missing values

Sample