Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 27 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.8 KiB |
Average record size in memory | 66.7 B |
Variable types
Text | 1 |
---|---|
Numeric | 6 |
Dataset
Description | 중소벤처기업진흥공단에서 운영하는 정책자금 지원실적 데이터로 각 세부사업의 자금종류별 정책자금 지원현황을 등록합니다. |
---|---|
Author | 중소벤처기업진흥공단 |
URL | https://www.data.go.kr/data/15070036/fileData.do |
신청건수 is highly overall correlated with 신청금액(백만원) and 4 other fields | High correlation |
신청금액(백만원) is highly overall correlated with 신청건수 and 4 other fields | High correlation |
지원결정건수 is highly overall correlated with 신청건수 and 4 other fields | High correlation |
지원결정금액(백만원) is highly overall correlated with 신청건수 and 4 other fields | High correlation |
대출건수 is highly overall correlated with 신청건수 and 4 other fields | High correlation |
대출금액(백만원) is highly overall correlated with 신청건수 and 4 other fields | High correlation |
신청건수 has unique values | Unique |
신청금액(백만원) has unique values | Unique |
지원결정건수 has unique values | Unique |
지원결정금액(백만원) has unique values | Unique |
대출건수 has unique values | Unique |
Reproduction
Analysis started | 2024-03-14 08:57:49.569368 |
---|---|
Analysis finished | 2024-03-14 08:57:58.621459 |
Duration | 9.05 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 |
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 |
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 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 160 | |
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 |
Lowercase Letter
Value | Count | Frequency (%) |
e | 2 | |
t | 1 | |
r | 1 | |
o | 1 |
Uppercase Letter
Value | Count | Frequency (%) |
N | 1 | |
Z | 1 |
Space Separator
Value | Count | Frequency (%) |
4 |
Close Punctuation
Value | Count | Frequency (%) |
) | 2 |
Open Punctuation
Value | Count | Frequency (%) |
( | 2 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 160 | |
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 |
Latin
Value | Count | Frequency (%) |
e | 2 | |
N | 1 | |
t | 1 | |
Z | 1 | |
r | 1 | |
o | 1 |
Common
Value | Count | Frequency (%) |
4 | ||
) | 2 | |
( | 2 | |
- | 1 | 11.1% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 160 | |
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 |
ASCII
Value | Count | Frequency (%) |
4 | ||
) | 2 | |
( | 2 | |
e | 2 | |
N | 1 | 6.2% |
t | 1 | 6.2% |
- | 1 | 6.2% |
Z | 1 | 6.2% |
r | 1 | 6.2% |
o | 1 | 6.2% |
신청건수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 27 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2042.0741 |
Minimum | 1 |
---|---|
Maximum | 13242 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 371.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 38.9 |
Q1 | 308 |
median | 699 |
Q3 | 1593 |
95-th percentile | 10875.7 |
Maximum | 13242 |
Range | 13241 |
Interquartile range (IQR) | 1285 |
Descriptive statistics
Standard deviation | 3460.1267 |
---|---|
Coefficient of variation (CV) | 1.6944178 |
Kurtosis | 5.7779327 |
Mean | 2042.0741 |
Median Absolute Deviation (MAD) | 644 |
Skewness | 2.5604133 |
Sum | 55136 |
Variance | 11972476 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
13242 | 1 | 3.7% |
11932 | 1 | 3.7% |
408 | 1 | 3.7% |
563 | 1 | 3.7% |
32 | 1 | 3.7% |
512 | 1 | 3.7% |
544 | 1 | 3.7% |
1515 | 1 | 3.7% |
1 | 1 | 3.7% |
136 | 1 | 3.7% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
1 | 1 | |
32 | 1 | |
55 | 1 | |
136 | 1 | |
226 | 1 | |
263 | 1 | |
290 | 1 | |
326 | 1 | |
360 | 1 | |
408 | 1 |
Value | Count | Frequency (%) |
13242 | 1 | |
11932 | 1 | |
8411 | 1 | |
3161 | 1 | |
2481 | 1 | |
1874 | 1 | |
1611 | 1 | |
1575 | 1 | |
1515 | 1 | |
1438 | 1 |
신청금액(백만원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 27 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 675077.26 |
Minimum | 39 |
---|---|
Maximum | 3210576 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 371.0 B |
Quantile statistics
Minimum | 39 |
---|---|
5-th percentile | 14726 |
Q1 | 116902.5 |
median | 312226 |
Q3 | 705156 |
95-th percentile | 2749449.8 |
Maximum | 3210576 |
Range | 3210537 |
Interquartile range (IQR) | 588253.5 |
Descriptive statistics
Standard deviation | 934479.1 |
---|---|
Coefficient of variation (CV) | 1.384255 |
Kurtosis | 2.0936388 |
Mean | 675077.26 |
Median Absolute Deviation (MAD) | 264983 |
Skewness | 1.8135992 |
Sum | 18227086 |
Variance | 8.732512 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3210576 | 1 | 3.7% |
2806187 | 1 | 3.7% |
152126 | 1 | 3.7% |
112857 | 1 | 3.7% |
10400 | 1 | 3.7% |
301826 | 1 | 3.7% |
312226 | 1 | 3.7% |
577209 | 1 | 3.7% |
39 | 1 | 3.7% |
39519 | 1 | 3.7% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
39 | 1 | |
10400 | 1 | |
24820 | 1 | |
39519 | 1 | |
40110 | 1 | |
43281 | 1 | |
112857 | 1 | |
120948 | 1 | |
143610 | 1 | |
152126 | 1 |
Value | Count | Frequency (%) |
3210576 | 1 | |
2806187 | 1 | |
2617063 | 1 | |
2374482 | 1 | |
1102134 | 1 | |
954051 | 1 | |
833103 | 1 | |
577209 | 1 | |
517597 | 1 | |
404389 | 1 |
지원결정건수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 27 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1784.1481 |
Minimum | 1 |
---|---|
Maximum | 11282 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 371.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 38.5 |
Q1 | 276 |
median | 663 |
Q3 | 1503.5 |
95-th percentile | 9352.7 |
Maximum | 11282 |
Range | 11281 |
Interquartile range (IQR) | 1227.5 |
Descriptive statistics
Standard deviation | 2962.9961 |
---|---|
Coefficient of variation (CV) | 1.6607344 |
Kurtosis | 5.5044358 |
Mean | 1784.1481 |
Median Absolute Deviation (MAD) | 614 |
Skewness | 2.5235176 |
Sum | 48172 |
Variance | 8779346.1 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11282 | 1 | 3.7% |
10046 | 1 | 3.7% |
398 | 1 | 3.7% |
473 | 1 | 3.7% |
34 | 1 | 3.7% |
497 | 1 | 3.7% |
531 | 1 | 3.7% |
1402 | 1 | 3.7% |
1 | 1 | 3.7% |
132 | 1 | 3.7% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
1 | 1 | |
34 | 1 | |
49 | 1 | |
94 | 1 | |
132 | 1 | |
258 | 1 | |
260 | 1 | |
292 | 1 | |
324 | 1 | |
398 | 1 |
Value | Count | Frequency (%) |
11282 | 1 | |
10046 | 1 | |
7735 | 1 | |
2244 | 1 | |
2019 | 1 | |
1777 | 1 | |
1519 | 1 | |
1488 | 1 | |
1402 | 1 | |
1363 | 1 |
지원결정금액(백만원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 27 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 450410.48 |
Minimum | 37 |
---|---|
Maximum | 2352326 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 371.0 B |
Quantile statistics
Minimum | 37 |
---|---|
5-th percentile | 13311.1 |
Q1 | 67810 |
median | 223759 |
Q3 | 439207.5 |
95-th percentile | 1975458 |
Maximum | 2352326 |
Range | 2352289 |
Interquartile range (IQR) | 371397.5 |
Descriptive statistics
Standard deviation | 648979.49 |
---|---|
Coefficient of variation (CV) | 1.4408623 |
Kurtosis | 3.1114039 |
Mean | 450410.48 |
Median Absolute Deviation (MAD) | 188638 |
Skewness | 2.0112373 |
Sum | 12161083 |
Variance | 4.2117437 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2352326 | 1 | 3.7% |
2050392 | 1 | 3.7% |
97280 | 1 | 3.7% |
75620 | 1 | 3.7% |
10000 | 1 | 3.7% |
235078 | 1 | 3.7% |
245078 | 1 | 3.7% |
417978 | 1 | 3.7% |
37 | 1 | 3.7% |
31904 | 1 | 3.7% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
37 | 1 | |
10000 | 1 | |
21037 | 1 | |
30040 | 1 | |
31904 | 1 | |
35121 | 1 | |
60000 | 1 | |
75620 | 1 | |
97280 | 1 | |
99980 | 1 |
Value | Count | Frequency (%) |
2352326 | 1 | |
2050392 | 1 | |
1800612 | 1 | |
1282342 | 1 | |
726784 | 1 | |
624818 | 1 | |
460437 | 1 | |
417978 | 1 | |
301934 | 1 | |
255700 | 1 |
대출건수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 27 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1801.1481 |
Minimum | 5 |
---|---|
Maximum | 11308 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 371.0 B |
Quantile statistics
Minimum | 5 |
---|---|
5-th percentile | 44.2 |
Q1 | 276.5 |
median | 660 |
Q3 | 1543 |
95-th percentile | 9374.2 |
Maximum | 11308 |
Range | 11303 |
Interquartile range (IQR) | 1266.5 |
Descriptive statistics
Standard deviation | 2968.443 |
---|---|
Coefficient of variation (CV) | 1.6480838 |
Kurtosis | 5.4689576 |
Mean | 1801.1481 |
Median Absolute Deviation (MAD) | 592 |
Skewness | 2.5141868 |
Sum | 48631 |
Variance | 8811654.1 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11308 | 1 | 3.7% |
10069 | 1 | 3.7% |
401 | 1 | 3.7% |
476 | 1 | 3.7% |
34 | 1 | 3.7% |
513 | 1 | 3.7% |
547 | 1 | 3.7% |
1424 | 1 | 3.7% |
5 | 1 | 3.7% |
146 | 1 | 3.7% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
5 | 1 | |
34 | 1 | |
68 | 1 | |
94 | 1 | |
146 | 1 | |
258 | 1 | |
260 | 1 | |
293 | 1 | |
361 | 1 | |
401 | 1 |
Value | Count | Frequency (%) |
11308 | 1 | |
10069 | 1 | |
7753 | 1 | |
2364 | 1 | |
2023 | 1 | |
1841 | 1 | |
1581 | 1 | |
1505 | 1 | |
1424 | 1 | |
1357 | 1 |
대출금액(백만원)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 25 |
---|---|
Distinct (%) | 92.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 449613.3 |
Minimum | 1612 |
---|---|
Maximum | 2330000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 371.0 B |
Quantile statistics
Minimum | 1612 |
---|---|
5-th percentile | 13227.7 |
Q1 | 67500 |
median | 223529 |
Q3 | 429000 |
95-th percentile | 1955000 |
Maximum | 2330000 |
Range | 2328388 |
Interquartile range (IQR) | 361500 |
Descriptive statistics
Standard deviation | 643141.49 |
---|---|
Coefficient of variation (CV) | 1.4304325 |
Kurtosis | 3.0431496 |
Mean | 449613.3 |
Median Absolute Deviation (MAD) | 178529 |
Skewness | 1.9946887 |
Sum | 12139559 |
Variance | 4.1363098 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
250000.0 | 2 | 7.4% |
100000.0 | 2 | 7.4% |
2329999.999 | 1 | 3.7% |
98000.0 | 1 | 3.7% |
75000.0 | 1 | 3.7% |
10000.0 | 1 | 3.7% |
240000.0 | 1 | 3.7% |
423000.0 | 1 | 3.7% |
1612.0 | 1 | 3.7% |
33759.0 | 1 | 3.7% |
Other values (15) | 15 |
Value | Count | Frequency (%) |
1612.0 | 1 | |
10000.0 | 1 | |
20759.0 | 1 | |
30100.0 | 1 | |
33759.0 | 1 | |
45000.0 | 1 | |
60000.0 | 1 | |
75000.0 | 1 | |
98000.0 | 1 | |
100000.0 | 2 |
Value | Count | Frequency (%) |
2329999.999 | 1 | |
2029999.999 | 1 | |
1779999.999 | 1 | |
1285000.0 | 1 | |
745000.0 | 1 | |
645000.0 | 1 | |
435000.0 | 1 | |
423000.0 | 1 | |
299999.9997 | 1 | |
258900.0 | 1 |
구분 | 신청건수 | 신청금액(백만원) | 지원결정건수 | 지원결정금액(백만원) | 대출건수 | 대출금액(백만원) | |
---|---|---|---|---|---|---|---|
구분 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
신청건수 | 0.000 | 1.000 | 0.804 | 0.983 | 0.831 | 0.878 | 0.821 |
신청금액(백만원) | 0.000 | 0.804 | 1.000 | 0.902 | 0.931 | 0.907 | 0.921 |
지원결정건수 | 0.000 | 0.983 | 0.902 | 1.000 | 0.938 | 1.000 | 0.930 |
지원결정금액(백만원) | 0.000 | 0.831 | 0.931 | 0.938 | 1.000 | 0.969 | 1.000 |
대출건수 | 0.000 | 0.878 | 0.907 | 1.000 | 0.969 | 1.000 | 0.962 |
대출금액(백만원) | 0.000 | 0.821 | 0.921 | 0.930 | 1.000 | 0.962 | 1.000 |
신청건수 | 신청금액(백만원) | 지원결정건수 | 지원결정금액(백만원) | 대출건수 | 대출금액(백만원) | |
---|---|---|---|---|---|---|
신청건수 | 1.000 | 0.788 | 0.996 | 0.850 | 0.995 | 0.852 |
신청금액(백만원) | 0.788 | 1.000 | 0.800 | 0.904 | 0.803 | 0.904 |
지원결정건수 | 0.996 | 0.800 | 1.000 | 0.877 | 0.999 | 0.879 |
지원결정금액(백만원) | 0.850 | 0.904 | 0.877 | 1.000 | 0.882 | 1.000 |
대출건수 | 0.995 | 0.803 | 0.999 | 0.882 | 1.000 | 0.883 |
대출금액(백만원) | 0.852 | 0.904 | 0.879 | 1.000 | 0.883 | 1.000 |
구분 | 신청건수 | 신청금액(백만원) | 지원결정건수 | 지원결정금액(백만원) | 대출건수 | 대출금액(백만원) | |
---|---|---|---|---|---|---|---|
0 | 혁신창업사업화 | 13242 | 3210576 | 11282 | 2352326 | 11308 | 2329999.999 |
1 | 창업기반지원 | 11932 | 2806187 | 10046 | 2050392 | 10069 | 2029999.999 |
2 | 일반 | 8411 | 2374482 | 7735 | 1800612 | 7753 | 1779999.999 |
3 | 대환대출 | 290 | 24820 | 260 | 21037 | 258 | 20759.0 |
4 | 청년전용창업(일반) | 3161 | 391595 | 2019 | 219740 | 2023 | 219900.0 |
5 | 청년전용창업(창성패) | 360 | 40110 | 292 | 30040 | 293 | 30100.0 |
6 | 개발기술사업화 | 1310 | 404389 | 1236 | 301934 | 1239 | 299999.9997 |
7 | 신성장기반자금 | 2481 | 2617063 | 2244 | 1282342 | 2364 | 1285000.0 |
8 | 혁신성장지원 | 1874 | 954051 | 1777 | 726784 | 1841 | 745000.0 |
9 | 일반 | 1611 | 833103 | 1519 | 624818 | 1581 | 645000.0 |
구분 | 신청건수 | 신청금액(백만원) | 지원결정건수 | 지원결정금액(백만원) | 대출건수 | 대출금액(백만원) | |
---|---|---|---|---|---|---|---|
17 | 긴급경영안정자금 | 1575 | 330908 | 1488 | 255700 | 1505 | 258900.0 |
18 | 일시적경영애로 | 1438 | 291350 | 1355 | 223759 | 1354 | 223529.0 |
19 | 재해중소기업 | 136 | 39519 | 132 | 31904 | 146 | 33759.0 |
20 | 포항피해기업지원 | 1 | 39 | 1 | 37 | 5 | 1612.0 |
21 | 재도약지원자금 | 1515 | 577209 | 1402 | 417978 | 1424 | 423000.0 |
22 | 사업전환 | 544 | 312226 | 531 | 245078 | 547 | 250000.0 |
23 | 일반 | 512 | 301826 | 497 | 235078 | 513 | 240000.0 |
24 | 무역조정 | 32 | 10400 | 34 | 10000 | 34 | 10000.0 |
25 | 재창업 | 563 | 112857 | 473 | 75620 | 476 | 75000.0 |
26 | 구조개선전용 | 408 | 152126 | 398 | 97280 | 401 | 98000.0 |