Overview

Dataset statistics

Number of variables71
Number of observations214
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory133.0 KiB
Average record size in memory636.6 B

Variable types

DateTime3
Numeric46
Categorical22

Dataset

Description신용보증재단중앙회의 재보증 중 보증금액 2억원 이상 신청건에 대해서는 재보증 개별약정 심사라고 하는 일반보다 어 정밀한 심사를 하게 됩니다. 그 과정에서 제출된 기업의 손익계산서를 통합전산시스템으로 통지해온 정보입니다. (기업을 특정할 수 없도록 일부 정보를 삭제하면서 임의의 고유번호를 부여하여 비식별처리 하였습니다.
Author신용보증재단중앙회
URLhttps://www.data.go.kr/data/15113090/fileData.do

Alerts

결산기준일자 has constant value ""Constant
판매비관리비용15 has constant value ""Constant
영업외수익금액7 has constant value ""Constant
영업외수익금액9 has constant value ""Constant
영업외수익금액10 has constant value ""Constant
영업외비용8 has constant value ""Constant
영업외비용5 has constant value ""Constant
영업외비용10 has constant value ""Constant
영업외비용6 has constant value ""Constant
중단사업손익금액 has constant value ""Constant
법인세효과금액 has constant value ""Constant
주식손익금액 has constant value ""Constant
주식손익금액1 has constant value ""Constant
주식손익금액2 has constant value ""Constant
주식손익금액3 has constant value ""Constant
주식손익금액4 has constant value ""Constant
기타금액1 is highly imbalanced (92.6%)Imbalance
영업외수익금액2 is highly imbalanced (82.1%)Imbalance
영업외수익금액4 is highly imbalanced (94.6%)Imbalance
영업외수익금액5 is highly imbalanced (94.6%)Imbalance
영업외수익금액6 is highly imbalanced (89.4%)Imbalance
영업외비용3 is highly imbalanced (91.9%)Imbalance
영업외비용4 is highly imbalanced (92.5%)Imbalance
최초등록일시 has unique valuesUnique
매출금액1 has 116 (54.2%) zerosZeros
매출금액2 has 84 (39.3%) zerosZeros
매출금액3 has 154 (72.0%) zerosZeros
기타금액 has 176 (82.2%) zerosZeros
매출원가금액 has 17 (7.9%) zerosZeros
매출원가금액1 has 119 (55.6%) zerosZeros
매출원가금액2 has 84 (39.3%) zerosZeros
매출원가금액3 has 186 (86.9%) zerosZeros
판매비관리비용1 has 7 (3.3%) zerosZeros
판매비관리비용2 has 89 (41.6%) zerosZeros
판매비관리비용3 has 8 (3.7%) zerosZeros
기타금액2 has 19 (8.9%) zerosZeros
판매비관리비용4 has 39 (18.2%) zerosZeros
판매비관리비용5 has 40 (18.7%) zerosZeros
판매비관리비용6 has 6 (2.8%) zerosZeros
판매비관리비용7 has 31 (14.5%) zerosZeros
판매비관리비용8 has 12 (5.6%) zerosZeros
판매비관리비용9 has 6 (2.8%) zerosZeros
판매비관리비용10 has 12 (5.6%) zerosZeros
판매비관리비용11 has 166 (77.6%) zerosZeros
판매비관리비용12 has 148 (69.2%) zerosZeros
판매비관리비용18 has 17 (7.9%) zerosZeros
판매비관리비용13 has 182 (85.0%) zerosZeros
판매비관리비용16 has 76 (35.5%) zerosZeros
판매비관리비용14 has 5 (2.3%) zerosZeros
영업외수익금액 has 22 (10.3%) zerosZeros
영업외수익금액1 has 115 (53.7%) zerosZeros
영업외수익금액3 has 152 (71.0%) zerosZeros
영업외수익금액8 has 167 (78.0%) zerosZeros
기타금액3 has 38 (17.8%) zerosZeros
영업외비용 has 13 (6.1%) zerosZeros
영업외비용1 has 29 (13.6%) zerosZeros
영업외비용2 has 158 (73.8%) zerosZeros
영업외비용7 has 178 (83.2%) zerosZeros
영업외비용9 has 208 (97.2%) zerosZeros
기타금액4 has 74 (34.6%) zerosZeros
계속사업손익법인세 has 47 (22.0%) zerosZeros

Reproduction

Analysis started2024-04-29 23:05:11.374964
Analysis finished2024-04-29 23:05:12.089647
Duration0.71 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

통지일자
Date

Distinct116
Distinct (%)54.2%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
Minimum2023-03-24 00:00:00
Maximum2024-04-01 00:00:00
2024-04-30T08:05:12.165227image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-30T08:05:12.301051image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

통지고유번호
Real number (ℝ)

Distinct213
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9755.6682
Minimum1
Maximum28534
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:12.460457image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile140.3
Q16646.5
median9510.5
Q313105.25
95-th percentile20275.4
Maximum28534
Range28533
Interquartile range (IQR)6458.75

Descriptive statistics

Standard deviation5662.4192
Coefficient of variation (CV)0.58042351
Kurtosis0.21945256
Mean9755.6682
Median Absolute Deviation (MAD)3331
Skewness0.22689697
Sum2087713
Variance32062991
MonotonicityNot monotonic
2024-04-30T08:05:12.591260image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
40 2
 
0.9%
5481 1
 
0.5%
6148 1
 
0.5%
11293 1
 
0.5%
12732 1
 
0.5%
11560 1
 
0.5%
13404 1
 
0.5%
212 1
 
0.5%
8702 1
 
0.5%
9339 1
 
0.5%
Other values (203) 203
94.9%
ValueCountFrequency (%)
1 1
0.5%
3 1
0.5%
40 2
0.9%
42 1
0.5%
46 1
0.5%
47 1
0.5%
48 1
0.5%
64 1
0.5%
100 1
0.5%
139 1
0.5%
ValueCountFrequency (%)
28534 1
0.5%
24395 1
0.5%
24198 1
0.5%
23154 1
0.5%
22603 1
0.5%
21901 1
0.5%
21726 1
0.5%
21725 1
0.5%
21027 1
0.5%
21023 1
0.5%

결산기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
Minimum2022-12-31 00:00:00
Maximum2022-12-31 00:00:00
2024-04-30T08:05:12.719355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-30T08:05:12.817602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

매출금액
Real number (ℝ)

Distinct165
Distinct (%)77.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5789.8879
Minimum81
Maximum63865
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:12.937051image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum81
5-th percentile948.2
Q12297.25
median3898
Q37033.75
95-th percentile14392.2
Maximum63865
Range63784
Interquartile range (IQR)4736.5

Descriptive statistics

Standard deviation7138.1822
Coefficient of variation (CV)1.2328705
Kurtosis39.939104
Mean5789.8879
Median Absolute Deviation (MAD)1937
Skewness5.3826736
Sum1239036
Variance50953645
MonotonicityNot monotonic
2024-04-30T08:05:13.077131image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3067 5
 
2.3%
3941 5
 
2.3%
12497 5
 
2.3%
7104 3
 
1.4%
13323 3
 
1.4%
1961 3
 
1.4%
3898 3
 
1.4%
1096 3
 
1.4%
1263 3
 
1.4%
3045 3
 
1.4%
Other values (155) 178
83.2%
ValueCountFrequency (%)
81 1
0.5%
96 2
0.9%
244 1
0.5%
309 1
0.5%
570 1
0.5%
615 1
0.5%
674 1
0.5%
735 1
0.5%
890 1
0.5%
930 1
0.5%
ValueCountFrequency (%)
63865 2
0.9%
23072 1
0.5%
21073 1
0.5%
19199 1
0.5%
19003 1
0.5%
18773 1
0.5%
17356 1
0.5%
16626 1
0.5%
16181 2
0.9%
13429 2
0.9%

매출금액1
Real number (ℝ)

ZEROS 

Distinct77
Distinct (%)36.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2107.8505
Minimum0
Maximum19160
Zeros116
Zeros (%)54.2%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:13.211081image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32244
95-th percentile12497
Maximum19160
Range19160
Interquartile range (IQR)2244

Descriptive statistics

Standard deviation4198.1318
Coefficient of variation (CV)1.9916649
Kurtosis5.5199338
Mean2107.8505
Median Absolute Deviation (MAD)0
Skewness2.4606023
Sum451080
Variance17624311
MonotonicityNot monotonic
2024-04-30T08:05:13.356421image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 116
54.2%
12497 5
 
2.3%
1589 5
 
2.3%
1096 3
 
1.4%
262 3
 
1.4%
2301 3
 
1.4%
96 2
 
0.9%
44 2
 
0.9%
2392 2
 
0.9%
8907 2
 
0.9%
Other values (67) 71
33.2%
ValueCountFrequency (%)
0 116
54.2%
1 1
 
0.5%
3 1
 
0.5%
6 1
 
0.5%
21 1
 
0.5%
44 2
 
0.9%
96 2
 
0.9%
119 1
 
0.5%
148 1
 
0.5%
262 3
 
1.4%
ValueCountFrequency (%)
19160 1
 
0.5%
19003 1
 
0.5%
18602 1
 
0.5%
17599 1
 
0.5%
17356 1
 
0.5%
16181 2
 
0.9%
12820 1
 
0.5%
12765 1
 
0.5%
12497 5
2.3%
11261 1
 
0.5%

매출금액2
Real number (ℝ)

ZEROS 

Distinct103
Distinct (%)48.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2360.5561
Minimum0
Maximum13385
Zeros84
Zeros (%)39.3%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:13.499691image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1573
Q33862.5
95-th percentile9117
Maximum13385
Range13385
Interquartile range (IQR)3862.5

Descriptive statistics

Standard deviation3064.2192
Coefficient of variation (CV)1.2980921
Kurtosis3.1778652
Mean2360.5561
Median Absolute Deviation (MAD)1573
Skewness1.7549518
Sum505159
Variance9389439.5
MonotonicityNot monotonic
2024-04-30T08:05:13.654475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 84
39.3%
3067 5
 
2.3%
2352 5
 
2.3%
1961 3
 
1.4%
4313 3
 
1.4%
13294 3
 
1.4%
999 3
 
1.4%
3898 3
 
1.4%
7184 2
 
0.9%
4484 2
 
0.9%
Other values (93) 101
47.2%
ValueCountFrequency (%)
0 84
39.3%
39 1
 
0.5%
81 1
 
0.5%
124 1
 
0.5%
232 1
 
0.5%
244 1
 
0.5%
294 1
 
0.5%
309 1
 
0.5%
326 1
 
0.5%
490 1
 
0.5%
ValueCountFrequency (%)
13385 2
0.9%
13294 3
1.4%
12048 1
 
0.5%
11379 1
 
0.5%
10848 1
 
0.5%
10554 1
 
0.5%
9493 1
 
0.5%
9117 2
0.9%
8161 1
 
0.5%
7857 1
 
0.5%

매출금액3
Real number (ℝ)

ZEROS 

Distinct45
Distinct (%)21.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean396.65888
Minimum0
Maximum10887
Zeros154
Zeros (%)72.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:13.791568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q36
95-th percentile2792
Maximum10887
Range10887
Interquartile range (IQR)6

Descriptive statistics

Standard deviation1465.4321
Coefficient of variation (CV)3.6944391
Kurtosis27.472513
Mean396.65888
Median Absolute Deviation (MAD)0
Skewness4.9785336
Sum84885
Variance2147491.2
MonotonicityNot monotonic
2024-04-30T08:05:13.922834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=45)
ValueCountFrequency (%)
0 154
72.0%
22 4
 
1.9%
2792 3
 
1.4%
2 3
 
1.4%
6 3
 
1.4%
33 3
 
1.4%
3045 3
 
1.4%
30 3
 
1.4%
1871 2
 
0.9%
253 1
 
0.5%
Other values (35) 35
 
16.4%
ValueCountFrequency (%)
0 154
72.0%
2 3
 
1.4%
3 1
 
0.5%
5 1
 
0.5%
6 3
 
1.4%
9 1
 
0.5%
10 1
 
0.5%
12 1
 
0.5%
18 1
 
0.5%
19 1
 
0.5%
ValueCountFrequency (%)
10887 1
 
0.5%
10111 1
 
0.5%
8185 1
 
0.5%
7134 1
 
0.5%
7041 1
 
0.5%
3519 1
 
0.5%
3045 3
1.4%
2792 3
1.4%
2746 1
 
0.5%
2602 1
 
0.5%

기타금액
Real number (ℝ)

ZEROS 

Distinct31
Distinct (%)14.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean924.88318
Minimum0
Maximum63865
Zeros176
Zeros (%)82.2%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:14.039042image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2228
Maximum63865
Range63865
Interquartile range (IQR)0

Descriptive statistics

Standard deviation6255.6154
Coefficient of variation (CV)6.7636817
Kurtosis95.974541
Mean924.88318
Median Absolute Deviation (MAD)0
Skewness9.6854411
Sum197925
Variance39132724
MonotonicityNot monotonic
2024-04-30T08:05:14.149582image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%)
0 176
82.2%
1582 2
 
0.9%
63865 2
 
0.9%
2228 2
 
0.9%
3639 2
 
0.9%
11 2
 
0.9%
62 2
 
0.9%
418 2
 
0.9%
4074 2
 
0.9%
6178 1
 
0.5%
Other values (21) 21
 
9.8%
ValueCountFrequency (%)
0 176
82.2%
11 2
 
0.9%
45 1
 
0.5%
54 1
 
0.5%
62 2
 
0.9%
64 1
 
0.5%
100 1
 
0.5%
131 1
 
0.5%
211 1
 
0.5%
366 1
 
0.5%
ValueCountFrequency (%)
63865 2
0.9%
10457 1
0.5%
8744 1
0.5%
6558 1
0.5%
6178 1
0.5%
4074 2
0.9%
3639 2
0.9%
2228 2
0.9%
1948 1
0.5%
1657 1
0.5%

매출원가금액
Real number (ℝ)

ZEROS 

Distinct150
Distinct (%)70.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4003.3972
Minimum0
Maximum21441
Zeros17
Zeros (%)7.9%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:14.270261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11399
median2749.5
Q35080
95-th percentile11602
Maximum21441
Range21441
Interquartile range (IQR)3681

Descriptive statistics

Standard deviation3978.0352
Coefficient of variation (CV)0.99366488
Kurtosis3.2275544
Mean4003.3972
Median Absolute Deviation (MAD)1713.5
Skewness1.7557754
Sum856727
Variance15824764
MonotonicityNot monotonic
2024-04-30T08:05:14.573688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 17
 
7.9%
3543 5
 
2.3%
11193 5
 
2.3%
5663 5
 
2.3%
2362 5
 
2.3%
1399 3
 
1.4%
3471 3
 
1.4%
1041 3
 
1.4%
11602 3
 
1.4%
2665 3
 
1.4%
Other values (140) 162
75.7%
ValueCountFrequency (%)
0 17
7.9%
9 2
 
0.9%
71 1
 
0.5%
107 1
 
0.5%
114 1
 
0.5%
205 1
 
0.5%
341 1
 
0.5%
343 1
 
0.5%
421 1
 
0.5%
530 1
 
0.5%
ValueCountFrequency (%)
21441 1
 
0.5%
18168 1
 
0.5%
17374 1
 
0.5%
16205 1
 
0.5%
16202 1
 
0.5%
15712 2
 
0.9%
14943 2
 
0.9%
11602 3
1.4%
11313 1
 
0.5%
11193 5
2.3%

매출원가금액1
Real number (ℝ)

ZEROS 

Distinct75
Distinct (%)35.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1711.8598
Minimum0
Maximum17411
Zeros119
Zeros (%)55.6%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:14.707582image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31380
95-th percentile11193
Maximum17411
Range17411
Interquartile range (IQR)1380

Descriptive statistics

Standard deviation3640.6183
Coefficient of variation (CV)2.1267035
Kurtosis6.8855422
Mean1711.8598
Median Absolute Deviation (MAD)0
Skewness2.6919875
Sum366338
Variance13254101
MonotonicityNot monotonic
2024-04-30T08:05:14.859721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 119
55.6%
1380 5
 
2.3%
11193 5
 
2.3%
312 3
 
1.4%
738 3
 
1.4%
9 2
 
0.9%
2056 2
 
0.9%
40 2
 
0.9%
5105 2
 
0.9%
4688 2
 
0.9%
Other values (65) 69
32.2%
ValueCountFrequency (%)
0 119
55.6%
3 2
 
0.9%
9 2
 
0.9%
21 1
 
0.5%
31 1
 
0.5%
40 2
 
0.9%
59 1
 
0.5%
102 1
 
0.5%
114 1
 
0.5%
180 1
 
0.5%
ValueCountFrequency (%)
17411 1
 
0.5%
17374 1
 
0.5%
16205 1
 
0.5%
16202 1
 
0.5%
14943 2
 
0.9%
14154 1
 
0.5%
11193 5
2.3%
10468 1
 
0.5%
10271 1
 
0.5%
9405 1
 
0.5%

매출원가금액2
Real number (ℝ)

ZEROS 

Distinct101
Distinct (%)47.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1924.7804
Minimum0
Maximum12217
Zeros84
Zeros (%)39.3%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:14.986002image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1146
Q32768
95-th percentile7532
Maximum12217
Range12217
Interquartile range (IQR)2768

Descriptive statistics

Standard deviation2616.6292
Coefficient of variation (CV)1.359443
Kurtosis3.9518739
Mean1924.7804
Median Absolute Deviation (MAD)1146
Skewness1.9397143
Sum411903
Variance6846748.2
MonotonicityNot monotonic
2024-04-30T08:05:15.112633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 84
39.3%
2362 6
 
2.8%
2162 5
 
2.3%
11602 3
 
1.4%
3471 3
 
1.4%
1399 3
 
1.4%
2775 3
 
1.4%
729 3
 
1.4%
10502 2
 
0.9%
1307 2
 
0.9%
Other values (91) 100
46.7%
ValueCountFrequency (%)
0 84
39.3%
20 1
 
0.5%
71 1
 
0.5%
107 1
 
0.5%
114 1
 
0.5%
148 1
 
0.5%
163 1
 
0.5%
205 1
 
0.5%
259 1
 
0.5%
385 1
 
0.5%
ValueCountFrequency (%)
12217 1
 
0.5%
11602 3
1.4%
10502 2
0.9%
10411 1
 
0.5%
9552 1
 
0.5%
9016 1
 
0.5%
8601 1
 
0.5%
7532 2
0.9%
6924 1
 
0.5%
6422 1
 
0.5%

매출원가금액3
Real number (ℝ)

ZEROS 

Distinct23
Distinct (%)10.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean355.78037
Minimum0
Maximum9925
Zeros186
Zeros (%)86.9%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:15.232195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2665
Maximum9925
Range9925
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1258.1611
Coefficient of variation (CV)3.5363421
Kurtosis25.249692
Mean355.78037
Median Absolute Deviation (MAD)0
Skewness4.7050907
Sum76137
Variance1582969.4
MonotonicityNot monotonic
2024-04-30T08:05:15.357279image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
0 186
86.9%
2665 3
 
1.4%
2887 3
 
1.4%
1209 2
 
0.9%
1486 2
 
0.9%
281 1
 
0.5%
261 1
 
0.5%
5109 1
 
0.5%
1815 1
 
0.5%
2249 1
 
0.5%
Other values (13) 13
 
6.1%
ValueCountFrequency (%)
0 186
86.9%
20 1
 
0.5%
248 1
 
0.5%
261 1
 
0.5%
281 1
 
0.5%
540 1
 
0.5%
1031 1
 
0.5%
1209 2
 
0.9%
1435 1
 
0.5%
1467 1
 
0.5%
ValueCountFrequency (%)
9925 1
 
0.5%
7315 1
 
0.5%
6696 1
 
0.5%
6113 1
 
0.5%
5109 1
 
0.5%
4916 1
 
0.5%
3073 1
 
0.5%
2887 3
1.4%
2665 3
1.4%
2249 1
 
0.5%

기타금액1
Categorical

IMBALANCE 

Distinct5
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
210 
1373
 
1
341
 
1
1056
 
1
-429
 
1

Length

Max length4
Median length1
Mean length1.0514019
Min length1

Unique

Unique4 ?
Unique (%)1.9%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 210
98.1%
1373 1
 
0.5%
341 1
 
0.5%
1056 1
 
0.5%
-429 1
 
0.5%

Length

2024-04-30T08:05:15.467845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:15.569185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 210
98.1%
1373 1
 
0.5%
341 1
 
0.5%
1056 1
 
0.5%
429 1
 
0.5%

총매출이익금액
Real number (ℝ)

Distinct155
Distinct (%)72.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1786.4579
Minimum11
Maximum63865
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:15.689705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11
5-th percentile216.9
Q1480
median861
Q31511
95-th percentile3705.15
Maximum63865
Range63854
Interquartile range (IQR)1031

Descriptive statistics

Standard deviation6167.8606
Coefficient of variation (CV)3.4525641
Kurtosis96.089714
Mean1786.4579
Median Absolute Deviation (MAD)435
Skewness9.6780291
Sum382302
Variance38042504
MonotonicityNot monotonic
2024-04-30T08:05:15.828895image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1304 5
 
2.3%
705 5
 
2.3%
398 5
 
2.3%
380 3
 
1.4%
222 3
 
1.4%
562 3
 
1.4%
928 3
 
1.4%
358 3
 
1.4%
2301 3
 
1.4%
1442 3
 
1.4%
Other values (145) 178
83.2%
ValueCountFrequency (%)
11 1
0.5%
87 2
0.9%
103 1
0.5%
108 1
0.5%
137 1
0.5%
150 1
0.5%
194 1
0.5%
205 1
0.5%
210 1
0.5%
213 1
0.5%
ValueCountFrequency (%)
63865 2
0.9%
10343 1
0.5%
6858 1
0.5%
6223 1
0.5%
5002 1
0.5%
4253 2
0.9%
4074 2
0.9%
3828 1
0.5%
3639 2
0.9%
3536 1
0.5%

판매비관리비용
Real number (ℝ)

Distinct155
Distinct (%)72.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1495.3224
Minimum11
Maximum63142
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:15.986105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11
5-th percentile90
Q1315.5
median564.5
Q3963
95-th percentile3223.15
Maximum63142
Range63131
Interquartile range (IQR)647.5

Descriptive statistics

Standard deviation6098.9253
Coefficient of variation (CV)4.078669
Kurtosis97.781136
Mean1495.3224
Median Absolute Deviation (MAD)309.5
Skewness9.7965455
Sum319999
Variance37196889
MonotonicityNot monotonic
2024-04-30T08:05:16.125232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
215 6
 
2.8%
509 6
 
2.8%
896 5
 
2.3%
181 4
 
1.9%
287 4
 
1.9%
1313 3
 
1.4%
2246 3
 
1.4%
320 3
 
1.4%
876 3
 
1.4%
197 3
 
1.4%
Other values (145) 174
81.3%
ValueCountFrequency (%)
11 1
 
0.5%
53 1
 
0.5%
58 1
 
0.5%
65 2
0.9%
69 1
 
0.5%
76 1
 
0.5%
80 1
 
0.5%
85 1
 
0.5%
90 3
1.4%
114 1
 
0.5%
ValueCountFrequency (%)
63142 2
0.9%
8355 1
0.5%
6145 1
0.5%
6036 1
0.5%
4405 1
0.5%
3822 2
0.9%
3532 2
0.9%
3528 1
0.5%
3059 1
0.5%
2926 2
0.9%

판매비관리비용1
Real number (ℝ)

ZEROS 

Distinct142
Distinct (%)66.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean329.6729
Minimum0
Maximum3756
Zeros7
Zeros (%)3.3%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:16.243610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile26
Q1123.75
median227
Q3413
95-th percentile816.6
Maximum3756
Range3756
Interquartile range (IQR)289.25

Descriptive statistics

Standard deviation413.76985
Coefficient of variation (CV)1.2550921
Kurtosis36.020818
Mean329.6729
Median Absolute Deviation (MAD)140.5
Skewness5.0743386
Sum70550
Variance171205.49
MonotonicityNot monotonic
2024-04-30T08:05:16.386860image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 7
 
3.3%
137 6
 
2.8%
567 5
 
2.3%
60 5
 
2.3%
68 3
 
1.4%
187 3
 
1.4%
223 3
 
1.4%
128 3
 
1.4%
266 3
 
1.4%
48 3
 
1.4%
Other values (132) 173
80.8%
ValueCountFrequency (%)
0 7
3.3%
10 1
 
0.5%
25 1
 
0.5%
26 3
1.4%
31 1
 
0.5%
32 1
 
0.5%
42 1
 
0.5%
45 3
1.4%
48 3
1.4%
50 1
 
0.5%
ValueCountFrequency (%)
3756 1
0.5%
3431 1
0.5%
1422 2
0.9%
1339 1
0.5%
1323 1
0.5%
1240 1
0.5%
1043 1
0.5%
895 2
0.9%
879 1
0.5%
783 2
0.9%

판매비관리비용2
Real number (ℝ)

ZEROS 

Distinct51
Distinct (%)23.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.635514
Minimum0
Maximum539
Zeros89
Zeros (%)41.6%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:16.526975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median5
Q326.75
95-th percentile62
Maximum539
Range539
Interquartile range (IQR)26.75

Descriptive statistics

Standard deviation50.074103
Coefficient of variation (CV)2.4265983
Kurtosis58.694711
Mean20.635514
Median Absolute Deviation (MAD)5
Skewness6.7004883
Sum4416
Variance2507.4158
MonotonicityNot monotonic
2024-04-30T08:05:16.664379image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 89
41.6%
13 8
 
3.7%
8 7
 
3.3%
4 7
 
3.3%
3 6
 
2.8%
38 5
 
2.3%
52 5
 
2.3%
17 5
 
2.3%
10 4
 
1.9%
30 4
 
1.9%
Other values (41) 74
34.6%
ValueCountFrequency (%)
0 89
41.6%
1 1
 
0.5%
2 1
 
0.5%
3 6
 
2.8%
4 7
 
3.3%
5 4
 
1.9%
6 3
 
1.4%
7 3
 
1.4%
8 7
 
3.3%
9 3
 
1.4%
ValueCountFrequency (%)
539 1
0.5%
261 1
0.5%
256 1
0.5%
184 2
0.9%
146 1
0.5%
102 1
0.5%
72 1
0.5%
70 1
0.5%
68 1
0.5%
62 2
0.9%

판매비관리비용3
Real number (ℝ)

ZEROS 

Distinct73
Distinct (%)34.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean31.925234
Minimum0
Maximum265
Zeros8
Zeros (%)3.7%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:16.982185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q19
median20
Q343
95-th percentile112.5
Maximum265
Range265
Interquartile range (IQR)34

Descriptive statistics

Standard deviation39.899216
Coefficient of variation (CV)1.2497705
Kurtosis11.017482
Mean31.925234
Median Absolute Deviation (MAD)15
Skewness2.9803711
Sum6832
Variance1591.9474
MonotonicityNot monotonic
2024-04-30T08:05:17.110021image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4 12
 
5.6%
23 9
 
4.2%
9 8
 
3.7%
0 8
 
3.7%
3 7
 
3.3%
11 6
 
2.8%
1 6
 
2.8%
14 6
 
2.8%
45 6
 
2.8%
13 6
 
2.8%
Other values (63) 140
65.4%
ValueCountFrequency (%)
0 8
3.7%
1 6
2.8%
2 5
2.3%
3 7
3.3%
4 12
5.6%
5 3
 
1.4%
6 2
 
0.9%
7 5
2.3%
8 5
2.3%
9 8
3.7%
ValueCountFrequency (%)
265 1
0.5%
233 1
0.5%
193 2
0.9%
181 1
0.5%
154 2
0.9%
145 1
0.5%
126 1
0.5%
122 1
0.5%
119 1
0.5%
109 1
0.5%

기타금액2
Real number (ℝ)

ZEROS 

Distinct85
Distinct (%)39.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean158.4486
Minimum-15
Maximum2994
Zeros19
Zeros (%)8.9%
Negative2
Negative (%)0.9%
Memory size2.0 KiB
2024-04-30T08:05:17.245137image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-15
5-th percentile0
Q15
median20.5
Q372.75
95-th percentile797.85
Maximum2994
Range3009
Interquartile range (IQR)67.75

Descriptive statistics

Standard deviation469.10776
Coefficient of variation (CV)2.9606305
Kurtosis18.368623
Mean158.4486
Median Absolute Deviation (MAD)19.5
Skewness4.2457569
Sum33908
Variance220062.09
MonotonicityNot monotonic
2024-04-30T08:05:17.375617image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 19
 
8.9%
1 12
 
5.6%
10 9
 
4.2%
15 8
 
3.7%
4 8
 
3.7%
5 7
 
3.3%
14 6
 
2.8%
12 6
 
2.8%
30 6
 
2.8%
68 5
 
2.3%
Other values (75) 128
59.8%
ValueCountFrequency (%)
-15 1
 
0.5%
-7 1
 
0.5%
0 19
8.9%
1 12
5.6%
2 3
 
1.4%
3 4
 
1.9%
4 8
3.7%
5 7
 
3.3%
6 5
 
2.3%
7 3
 
1.4%
ValueCountFrequency (%)
2994 2
0.9%
2189 1
0.5%
2075 2
0.9%
1965 1
0.5%
1963 1
0.5%
1935 1
0.5%
1633 2
0.9%
961 1
0.5%
710 1
0.5%
689 1
0.5%

판매비관리비용4
Real number (ℝ)

ZEROS 

Distinct41
Distinct (%)19.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.065421
Minimum0
Maximum262
Zeros39
Zeros (%)18.2%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:17.502684image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median4
Q312.75
95-th percentile46.05
Maximum262
Range262
Interquartile range (IQR)11.75

Descriptive statistics

Standard deviation23.184612
Coefficient of variation (CV)2.0952309
Kurtosis65.643526
Mean11.065421
Median Absolute Deviation (MAD)4
Skewness6.8080249
Sum2368
Variance537.52622
MonotonicityNot monotonic
2024-04-30T08:05:17.642447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=41)
ValueCountFrequency (%)
0 39
18.2%
1 26
12.1%
2 24
11.2%
5 13
 
6.1%
4 12
 
5.6%
7 12
 
5.6%
3 10
 
4.7%
15 9
 
4.2%
6 7
 
3.3%
11 6
 
2.8%
Other values (31) 56
26.2%
ValueCountFrequency (%)
0 39
18.2%
1 26
12.1%
2 24
11.2%
3 10
 
4.7%
4 12
 
5.6%
5 13
 
6.1%
6 7
 
3.3%
7 12
 
5.6%
8 1
 
0.5%
9 5
 
2.3%
ValueCountFrequency (%)
262 1
0.5%
94 1
0.5%
92 1
0.5%
79 1
0.5%
63 1
0.5%
62 1
0.5%
53 1
0.5%
49 2
0.9%
48 2
0.9%
45 2
0.9%

판매비관리비용5
Real number (ℝ)

ZEROS 

Distinct62
Distinct (%)29.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean40.046729
Minimum0
Maximum1712
Zeros40
Zeros (%)18.7%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:17.782390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median15
Q338.75
95-th percentile118.95
Maximum1712
Range1712
Interquartile range (IQR)37.75

Descriptive statistics

Standard deviation128.46902
Coefficient of variation (CV)3.2079778
Kurtosis137.85698
Mean40.046729
Median Absolute Deviation (MAD)15
Skewness10.973245
Sum8570
Variance16504.289
MonotonicityNot monotonic
2024-04-30T08:05:17.922783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 40
 
18.7%
1 15
 
7.0%
74 9
 
4.2%
2 8
 
3.7%
23 7
 
3.3%
11 7
 
3.3%
3 7
 
3.3%
9 6
 
2.8%
14 6
 
2.8%
8 6
 
2.8%
Other values (52) 103
48.1%
ValueCountFrequency (%)
0 40
18.7%
1 15
 
7.0%
2 8
 
3.7%
3 7
 
3.3%
4 5
 
2.3%
5 4
 
1.9%
8 6
 
2.8%
9 6
 
2.8%
11 7
 
3.3%
13 1
 
0.5%
ValueCountFrequency (%)
1712 1
 
0.5%
640 1
 
0.5%
209 1
 
0.5%
206 3
1.4%
146 1
 
0.5%
144 1
 
0.5%
137 1
 
0.5%
131 1
 
0.5%
130 1
 
0.5%
113 1
 
0.5%

판매비관리비용6
Real number (ℝ)

ZEROS 

Distinct58
Distinct (%)27.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.714953
Minimum0
Maximum179
Zeros6
Zeros (%)2.8%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:18.057686image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q17.25
median17
Q334
95-th percentile65.05
Maximum179
Range179
Interquartile range (IQR)26.75

Descriptive statistics

Standard deviation24.735181
Coefficient of variation (CV)1.0430204
Kurtosis10.325658
Mean23.714953
Median Absolute Deviation (MAD)12
Skewness2.6519627
Sum5075
Variance611.82917
MonotonicityNot monotonic
2024-04-30T08:05:18.193724image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4 10
 
4.7%
12 9
 
4.2%
1 9
 
4.2%
17 8
 
3.7%
14 8
 
3.7%
13 8
 
3.7%
25 7
 
3.3%
34 7
 
3.3%
9 7
 
3.3%
37 7
 
3.3%
Other values (48) 134
62.6%
ValueCountFrequency (%)
0 6
2.8%
1 9
4.2%
2 6
2.8%
3 6
2.8%
4 10
4.7%
5 6
2.8%
6 4
 
1.9%
7 7
3.3%
8 3
 
1.4%
9 7
3.3%
ValueCountFrequency (%)
179 1
0.5%
132 1
0.5%
119 2
0.9%
111 1
0.5%
90 1
0.5%
89 2
0.9%
73 1
0.5%
68 1
0.5%
67 1
0.5%
64 1
0.5%

판매비관리비용7
Real number (ℝ)

ZEROS 

Distinct65
Distinct (%)30.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.869159
Minimum0
Maximum189
Zeros31
Zeros (%)14.5%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:18.336975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q14
median12.5
Q328.75
95-th percentile96.35
Maximum189
Range189
Interquartile range (IQR)24.75

Descriptive statistics

Standard deviation33.497834
Coefficient of variation (CV)1.3469629
Kurtosis7.0486303
Mean24.869159
Median Absolute Deviation (MAD)10.5
Skewness2.4599822
Sum5322
Variance1122.1049
MonotonicityNot monotonic
2024-04-30T08:05:18.497792image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 31
 
14.5%
12 13
 
6.1%
2 12
 
5.6%
20 10
 
4.7%
6 7
 
3.3%
15 7
 
3.3%
11 6
 
2.8%
3 6
 
2.8%
7 6
 
2.8%
13 6
 
2.8%
Other values (55) 110
51.4%
ValueCountFrequency (%)
0 31
14.5%
1 4
 
1.9%
2 12
 
5.6%
3 6
 
2.8%
4 5
 
2.3%
5 5
 
2.3%
6 7
 
3.3%
7 6
 
2.8%
8 3
 
1.4%
9 5
 
2.3%
ValueCountFrequency (%)
189 2
0.9%
151 2
0.9%
148 1
0.5%
126 1
0.5%
111 1
0.5%
103 1
0.5%
99 1
0.5%
97 2
0.9%
96 2
0.9%
91 2
0.9%

판매비관리비용8
Real number (ℝ)

ZEROS 

Distinct56
Distinct (%)26.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.96729
Minimum0
Maximum569
Zeros12
Zeros (%)5.6%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:18.641286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q15
median14
Q327.75
95-th percentile66
Maximum569
Range569
Interquartile range (IQR)22.75

Descriptive statistics

Standard deviation45.113668
Coefficient of variation (CV)1.9642574
Kurtosis102.83357
Mean22.96729
Median Absolute Deviation (MAD)10
Skewness9.0006465
Sum4915
Variance2035.2431
MonotonicityNot monotonic
2024-04-30T08:05:18.781585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 12
 
5.6%
3 12
 
5.6%
4 10
 
4.7%
17 10
 
4.7%
14 9
 
4.2%
6 9
 
4.2%
2 8
 
3.7%
28 8
 
3.7%
15 8
 
3.7%
8 7
 
3.3%
Other values (46) 121
56.5%
ValueCountFrequency (%)
0 12
5.6%
1 7
3.3%
2 8
3.7%
3 12
5.6%
4 10
4.7%
5 6
2.8%
6 9
4.2%
7 5
2.3%
8 7
3.3%
9 5
2.3%
ValueCountFrequency (%)
569 1
 
0.5%
213 1
 
0.5%
172 1
 
0.5%
99 1
 
0.5%
88 2
 
0.9%
82 1
 
0.5%
71 2
 
0.9%
66 5
2.3%
54 1
 
0.5%
52 1
 
0.5%

판매비관리비용9
Real number (ℝ)

ZEROS 

Distinct44
Distinct (%)20.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18.051402
Minimum0
Maximum244
Zeros6
Zeros (%)2.8%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:18.925174image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q16
median11
Q319
95-th percentile46
Maximum244
Range244
Interquartile range (IQR)13

Descriptive statistics

Standard deviation26.730478
Coefficient of variation (CV)1.4807979
Kurtosis36.199316
Mean18.051402
Median Absolute Deviation (MAD)6
Skewness5.3153508
Sum3863
Variance714.51847
MonotonicityNot monotonic
2024-04-30T08:05:19.059007image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
10 15
 
7.0%
8 15
 
7.0%
11 13
 
6.1%
9 13
 
6.1%
16 13
 
6.1%
5 12
 
5.6%
1 11
 
5.1%
13 9
 
4.2%
2 8
 
3.7%
6 8
 
3.7%
Other values (34) 97
45.3%
ValueCountFrequency (%)
0 6
 
2.8%
1 11
5.1%
2 8
3.7%
3 4
 
1.9%
4 6
 
2.8%
5 12
5.6%
6 8
3.7%
7 6
 
2.8%
8 15
7.0%
9 13
6.1%
ValueCountFrequency (%)
244 1
0.5%
199 1
0.5%
157 1
0.5%
100 1
0.5%
89 1
0.5%
78 1
0.5%
53 1
0.5%
52 2
0.9%
50 1
0.5%
46 2
0.9%

판매비관리비용10
Real number (ℝ)

ZEROS 

Distinct54
Distinct (%)25.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.154206
Minimum0
Maximum231
Zeros12
Zeros (%)5.6%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:19.189329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q15
median11
Q324.75
95-th percentile69.55
Maximum231
Range231
Interquartile range (IQR)19.75

Descriptive statistics

Standard deviation28.728771
Coefficient of variation (CV)1.425448
Kurtosis18.537928
Mean20.154206
Median Absolute Deviation (MAD)8
Skewness3.7459562
Sum4313
Variance825.34231
MonotonicityNot monotonic
2024-04-30T08:05:19.515033image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
10 14
 
6.5%
3 12
 
5.6%
0 12
 
5.6%
7 11
 
5.1%
4 11
 
5.1%
5 11
 
5.1%
17 10
 
4.7%
13 9
 
4.2%
28 9
 
4.2%
11 9
 
4.2%
Other values (44) 106
49.5%
ValueCountFrequency (%)
0 12
5.6%
1 7
3.3%
2 8
3.7%
3 12
5.6%
4 11
5.1%
5 11
5.1%
6 8
3.7%
7 11
5.1%
8 3
 
1.4%
9 7
3.3%
ValueCountFrequency (%)
231 1
0.5%
151 1
0.5%
145 1
0.5%
141 1
0.5%
128 1
0.5%
103 1
0.5%
102 1
0.5%
89 1
0.5%
88 1
0.5%
86 1
0.5%

판매비관리비용11
Real number (ℝ)

ZEROS 

Distinct30
Distinct (%)14.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.331776
Minimum0
Maximum441
Zeros166
Zeros (%)77.6%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:19.639194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile143.1
Maximum441
Range441
Interquartile range (IQR)0

Descriptive statistics

Standard deviation65.793797
Coefficient of variation (CV)2.7040277
Kurtosis16.318791
Mean24.331776
Median Absolute Deviation (MAD)0
Skewness3.718275
Sum5207
Variance4328.8237
MonotonicityNot monotonic
2024-04-30T08:05:19.751842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
0 166
77.6%
31 5
 
2.3%
141 5
 
2.3%
2 3
 
1.4%
75 3
 
1.4%
156 2
 
0.9%
102 2
 
0.9%
34 2
 
0.9%
5 2
 
0.9%
121 2
 
0.9%
Other values (20) 22
 
10.3%
ValueCountFrequency (%)
0 166
77.6%
1 1
 
0.5%
2 3
 
1.4%
3 1
 
0.5%
5 2
 
0.9%
11 1
 
0.5%
31 5
 
2.3%
34 2
 
0.9%
42 1
 
0.5%
58 1
 
0.5%
ValueCountFrequency (%)
441 1
 
0.5%
424 1
 
0.5%
322 1
 
0.5%
272 1
 
0.5%
235 2
 
0.9%
214 1
 
0.5%
162 1
 
0.5%
156 2
 
0.9%
147 1
 
0.5%
141 5
2.3%

판매비관리비용12
Real number (ℝ)

ZEROS 

Distinct26
Distinct (%)12.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.1028037
Minimum-5
Maximum313
Zeros148
Zeros (%)69.2%
Negative1
Negative (%)0.5%
Memory size2.0 KiB
2024-04-30T08:05:19.865318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-5
5-th percentile0
Q10
median0
Q32
95-th percentile26
Maximum313
Range318
Interquartile range (IQR)2

Descriptive statistics

Standard deviation29.489374
Coefficient of variation (CV)4.1517935
Kurtosis62.038985
Mean7.1028037
Median Absolute Deviation (MAD)0
Skewness7.2182798
Sum1520
Variance869.62318
MonotonicityNot monotonic
2024-04-30T08:05:19.974608image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
0 148
69.2%
4 10
 
4.7%
2 9
 
4.2%
8 9
 
4.2%
9 4
 
1.9%
26 4
 
1.9%
1 4
 
1.9%
5 3
 
1.4%
3 3
 
1.4%
160 2
 
0.9%
Other values (16) 18
 
8.4%
ValueCountFrequency (%)
-5 1
 
0.5%
0 148
69.2%
1 4
 
1.9%
2 9
 
4.2%
3 3
 
1.4%
4 10
 
4.7%
5 3
 
1.4%
6 1
 
0.5%
7 2
 
0.9%
8 9
 
4.2%
ValueCountFrequency (%)
313 1
 
0.5%
160 2
0.9%
121 1
 
0.5%
117 1
 
0.5%
69 1
 
0.5%
64 1
 
0.5%
45 1
 
0.5%
37 1
 
0.5%
26 4
1.9%
21 2
0.9%

판매비관리비용17
Real number (ℝ)

Distinct93
Distinct (%)43.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean665.8785
Minimum0
Maximum62399
Zeros1
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:20.101129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile7
Q114
median30
Q378
95-th percentile385.35
Maximum62399
Range62399
Interquartile range (IQR)64

Descriptive statistics

Standard deviation6012.8723
Coefficient of variation (CV)9.0299842
Kurtosis104.26471
Mean665.8785
Median Absolute Deviation (MAD)19.5
Skewness10.256393
Sum142498
Variance36154634
MonotonicityNot monotonic
2024-04-30T08:05:20.243388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
13 12
 
5.6%
9 11
 
5.1%
37 8
 
3.7%
7 8
 
3.7%
14 7
 
3.3%
23 6
 
2.8%
16 6
 
2.8%
21 6
 
2.8%
19 5
 
2.3%
10 5
 
2.3%
Other values (83) 140
65.4%
ValueCountFrequency (%)
0 1
 
0.5%
2 1
 
0.5%
3 2
 
0.9%
5 2
 
0.9%
6 1
 
0.5%
7 8
3.7%
9 11
5.1%
10 5
2.3%
11 2
 
0.9%
12 3
 
1.4%
ValueCountFrequency (%)
62399 2
0.9%
1952 1
0.5%
951 1
0.5%
939 1
0.5%
608 1
0.5%
586 1
0.5%
486 1
0.5%
435 1
0.5%
428 1
0.5%
425 1
0.5%

판매비관리비용18
Real number (ℝ)

ZEROS 

Distinct21
Distinct (%)9.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.6635514
Minimum0
Maximum55
Zeros17
Zeros (%)7.9%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:20.358596image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q34
95-th percentile12.35
Maximum55
Range55
Interquartile range (IQR)3

Descriptive statistics

Standard deviation5.2798562
Coefficient of variation (CV)1.4411852
Kurtosis43.756074
Mean3.6635514
Median Absolute Deviation (MAD)1
Skewness5.4431569
Sum784
Variance27.876881
MonotonicityNot monotonic
2024-04-30T08:05:20.462426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
2 52
24.3%
1 50
23.4%
3 35
16.4%
0 17
 
7.9%
4 15
 
7.0%
5 12
 
5.6%
8 8
 
3.7%
6 5
 
2.3%
7 4
 
1.9%
12 2
 
0.9%
Other values (11) 14
 
6.5%
ValueCountFrequency (%)
0 17
 
7.9%
1 50
23.4%
2 52
24.3%
3 35
16.4%
4 15
 
7.0%
5 12
 
5.6%
6 5
 
2.3%
7 4
 
1.9%
8 8
 
3.7%
9 2
 
0.9%
ValueCountFrequency (%)
55 1
0.5%
25 1
0.5%
23 1
0.5%
20 1
0.5%
17 2
0.9%
16 2
0.9%
15 1
0.5%
14 1
0.5%
13 1
0.5%
12 2
0.9%

판매비관리비용13
Real number (ℝ)

ZEROS 

Distinct19
Distinct (%)8.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.9158879
Minimum0
Maximum296
Zeros182
Zeros (%)85.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:20.566626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile24.8
Maximum296
Range296
Interquartile range (IQR)0

Descriptive statistics

Standard deviation34.48974
Coefficient of variation (CV)4.98703
Kurtosis50.884706
Mean6.9158879
Median Absolute Deviation (MAD)0
Skewness6.8573462
Sum1480
Variance1189.5422
MonotonicityNot monotonic
2024-04-30T08:05:20.671118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
0 182
85.0%
2 5
 
2.3%
1 4
 
1.9%
4 4
 
1.9%
22 2
 
0.9%
54 2
 
0.9%
296 2
 
0.9%
3 2
 
0.9%
19 1
 
0.5%
18 1
 
0.5%
Other values (9) 9
 
4.2%
ValueCountFrequency (%)
0 182
85.0%
1 4
 
1.9%
2 5
 
2.3%
3 2
 
0.9%
4 4
 
1.9%
9 1
 
0.5%
18 1
 
0.5%
19 1
 
0.5%
21 1
 
0.5%
22 2
 
0.9%
ValueCountFrequency (%)
296 2
0.9%
200 1
0.5%
141 1
0.5%
106 1
0.5%
61 1
0.5%
54 2
0.9%
50 1
0.5%
45 1
0.5%
30 1
0.5%
22 2
0.9%

판매비관리비용16
Real number (ℝ)

ZEROS 

Distinct56
Distinct (%)26.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean38.074766
Minimum0
Maximum836
Zeros76
Zeros (%)35.5%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:20.810429image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2.5
Q323
95-th percentile203.15
Maximum836
Range836
Interquartile range (IQR)23

Descriptive statistics

Standard deviation104.8093
Coefficient of variation (CV)2.7527234
Kurtosis24.547865
Mean38.074766
Median Absolute Deviation (MAD)2.5
Skewness4.5789857
Sum8148
Variance10984.99
MonotonicityNot monotonic
2024-04-30T08:05:20.950690image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 76
35.5%
1 20
 
9.3%
2 11
 
5.1%
3 10
 
4.7%
7 6
 
2.8%
5 6
 
2.8%
9 6
 
2.8%
11 5
 
2.3%
23 5
 
2.3%
15 4
 
1.9%
Other values (46) 65
30.4%
ValueCountFrequency (%)
0 76
35.5%
1 20
 
9.3%
2 11
 
5.1%
3 10
 
4.7%
4 1
 
0.5%
5 6
 
2.8%
6 2
 
0.9%
7 6
 
2.8%
8 1
 
0.5%
9 6
 
2.8%
ValueCountFrequency (%)
836 1
0.5%
625 1
0.5%
547 1
0.5%
484 1
0.5%
441 1
0.5%
361 1
0.5%
344 1
0.5%
317 1
0.5%
250 1
0.5%
228 1
0.5%

판매비관리비용14
Real number (ℝ)

ZEROS 

Distinct62
Distinct (%)29.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean47.841121
Minimum0
Maximum1651
Zeros5
Zeros (%)2.3%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:21.095871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q18
median15
Q333
95-th percentile107
Maximum1651
Range1651
Interquartile range (IQR)25

Descriptive statistics

Standard deviation194.1681
Coefficient of variation (CV)4.0586026
Kurtosis64.289778
Mean47.841121
Median Absolute Deviation (MAD)10
Skewness8.0062144
Sum10238
Variance37701.252
MonotonicityNot monotonic
2024-04-30T08:05:21.232810image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8 12
 
5.6%
15 11
 
5.1%
13 11
 
5.1%
5 11
 
5.1%
2 10
 
4.7%
7 8
 
3.7%
10 7
 
3.3%
11 7
 
3.3%
9 7
 
3.3%
17 7
 
3.3%
Other values (52) 123
57.5%
ValueCountFrequency (%)
0 5
2.3%
1 5
2.3%
2 10
4.7%
3 5
2.3%
4 4
 
1.9%
5 11
5.1%
6 2
 
0.9%
7 8
3.7%
8 12
5.6%
9 7
3.3%
ValueCountFrequency (%)
1651 3
1.4%
240 1
 
0.5%
184 1
 
0.5%
167 1
 
0.5%
147 1
 
0.5%
139 1
 
0.5%
127 1
 
0.5%
111 1
 
0.5%
107 2
0.9%
71 1
 
0.5%

판매비관리비용15
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:21.352934image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:21.442979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

영업이익금액
Real number (ℝ)

Distinct144
Distinct (%)67.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean291.14019
Minimum-26
Maximum2031
Zeros1
Zeros (%)0.5%
Negative2
Negative (%)0.9%
Memory size2.0 KiB
2024-04-30T08:05:21.551396image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-26
5-th percentile38
Q1121.5
median200.5
Q3378.75
95-th percentile781.05
Maximum2031
Range2057
Interquartile range (IQR)257.25

Descriptive statistics

Standard deviation299.59238
Coefficient of variation (CV)1.0290314
Kurtosis11.291182
Mean291.14019
Median Absolute Deviation (MAD)118.5
Skewness2.8763877
Sum62304
Variance89755.595
MonotonicityNot monotonic
2024-04-30T08:05:21.679517image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
196 6
 
2.8%
38 5
 
2.3%
408 5
 
2.3%
183 5
 
2.3%
78 4
 
1.9%
148 4
 
1.9%
132 3
 
1.4%
93 3
 
1.4%
300 3
 
1.4%
221 3
 
1.4%
Other values (134) 173
80.8%
ValueCountFrequency (%)
-26 1
 
0.5%
-25 1
 
0.5%
0 1
 
0.5%
6 2
 
0.9%
22 2
 
0.9%
27 2
 
0.9%
28 1
 
0.5%
38 5
2.3%
40 1
 
0.5%
42 1
 
0.5%
ValueCountFrequency (%)
2031 1
0.5%
1988 1
0.5%
1412 1
0.5%
1326 2
0.9%
1303 1
0.5%
1001 2
0.9%
973 2
0.9%
822 1
0.5%
759 1
0.5%
744 1
0.5%

영업외수익금액
Real number (ℝ)

ZEROS 

Distinct79
Distinct (%)36.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean48.042056
Minimum0
Maximum366
Zeros22
Zeros (%)10.3%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:21.806473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q15
median23
Q358
95-th percentile231.25
Maximum366
Range366
Interquartile range (IQR)53

Descriptive statistics

Standard deviation67.965906
Coefficient of variation (CV)1.4147169
Kurtosis6.2523263
Mean48.042056
Median Absolute Deviation (MAD)22
Skewness2.4508896
Sum10281
Variance4619.3644
MonotonicityNot monotonic
2024-04-30T08:05:21.955230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 22
 
10.3%
1 15
 
7.0%
28 9
 
4.2%
75 7
 
3.3%
20 7
 
3.3%
2 6
 
2.8%
10 6
 
2.8%
16 5
 
2.3%
4 5
 
2.3%
5 5
 
2.3%
Other values (69) 127
59.3%
ValueCountFrequency (%)
0 22
10.3%
1 15
7.0%
2 6
 
2.8%
3 4
 
1.9%
4 5
 
2.3%
5 5
 
2.3%
6 2
 
0.9%
7 3
 
1.4%
8 1
 
0.5%
9 1
 
0.5%
ValueCountFrequency (%)
366 1
 
0.5%
340 1
 
0.5%
305 1
 
0.5%
295 1
 
0.5%
264 2
0.9%
252 1
 
0.5%
244 3
1.4%
241 1
 
0.5%
226 1
 
0.5%
216 2
0.9%

영업외수익금액1
Real number (ℝ)

ZEROS 

Distinct27
Distinct (%)12.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.1635514
Minimum0
Maximum67
Zeros115
Zeros (%)53.7%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:22.100738image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q34
95-th percentile32
Maximum67
Range67
Interquartile range (IQR)4

Descriptive statistics

Standard deviation11.141277
Coefficient of variation (CV)2.1576772
Kurtosis10.897837
Mean5.1635514
Median Absolute Deviation (MAD)0
Skewness3.1001614
Sum1105
Variance124.12805
MonotonicityNot monotonic
2024-04-30T08:05:22.217885image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=27)
ValueCountFrequency (%)
0 115
53.7%
1 27
 
12.6%
3 9
 
4.2%
2 8
 
3.7%
4 8
 
3.7%
32 6
 
2.8%
19 5
 
2.3%
9 4
 
1.9%
12 3
 
1.4%
7 3
 
1.4%
Other values (17) 26
 
12.1%
ValueCountFrequency (%)
0 115
53.7%
1 27
 
12.6%
2 8
 
3.7%
3 9
 
4.2%
4 8
 
3.7%
5 1
 
0.5%
6 2
 
0.9%
7 3
 
1.4%
8 3
 
1.4%
9 4
 
1.9%
ValueCountFrequency (%)
67 2
 
0.9%
52 1
 
0.5%
42 1
 
0.5%
41 2
 
0.9%
39 1
 
0.5%
32 6
2.8%
25 1
 
0.5%
23 2
 
0.9%
21 1
 
0.5%
20 2
 
0.9%

영업외수익금액2
Categorical

IMBALANCE 

Distinct3
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
205 
1
 
7
2
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row1
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 205
95.8%
1 7
 
3.3%
2 2
 
0.9%

Length

2024-04-30T08:05:22.604425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:22.740644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 205
95.8%
1 7
 
3.3%
2 2
 
0.9%

영업외수익금액3
Real number (ℝ)

ZEROS 

Distinct30
Distinct (%)14.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.471963
Minimum0
Maximum211
Zeros152
Zeros (%)71.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:22.878269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32.75
95-th percentile83
Maximum211
Range211
Interquartile range (IQR)2.75

Descriptive statistics

Standard deviation33.965277
Coefficient of variation (CV)2.7233306
Kurtosis16.853758
Mean12.471963
Median Absolute Deviation (MAD)0
Skewness3.8578674
Sum2669
Variance1153.6401
MonotonicityNot monotonic
2024-04-30T08:05:23.014111image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
0 152
71.0%
1 6
 
2.8%
83 6
 
2.8%
24 5
 
2.3%
21 5
 
2.3%
211 3
 
1.4%
13 3
 
1.4%
10 3
 
1.4%
2 2
 
0.9%
89 2
 
0.9%
Other values (20) 27
 
12.6%
ValueCountFrequency (%)
0 152
71.0%
1 6
 
2.8%
2 2
 
0.9%
3 2
 
0.9%
4 2
 
0.9%
6 2
 
0.9%
7 2
 
0.9%
10 3
 
1.4%
11 2
 
0.9%
13 3
 
1.4%
ValueCountFrequency (%)
211 3
1.4%
133 1
 
0.5%
125 2
 
0.9%
89 2
 
0.9%
86 1
 
0.5%
84 1
 
0.5%
83 6
2.8%
67 1
 
0.5%
53 1
 
0.5%
44 2
 
0.9%

영업외수익금액4
Categorical

IMBALANCE 

Distinct3
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
212 
1
 
1
5
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique2 ?
Unique (%)0.9%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 212
99.1%
1 1
 
0.5%
5 1
 
0.5%

Length

2024-04-30T08:05:23.151851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:23.273725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 212
99.1%
1 1
 
0.5%
5 1
 
0.5%

영업외수익금액7
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:23.380299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:23.489218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

영업외수익금액8
Real number (ℝ)

ZEROS 

Distinct21
Distinct (%)9.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.3364486
Minimum0
Maximum230
Zeros167
Zeros (%)78.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:23.606348image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile25.75
Maximum230
Range230
Interquartile range (IQR)0

Descriptive statistics

Standard deviation23.152868
Coefficient of variation (CV)4.3386285
Kurtosis64.977459
Mean5.3364486
Median Absolute Deviation (MAD)0
Skewness7.5531371
Sum1142
Variance536.05528
MonotonicityNot monotonic
2024-04-30T08:05:23.790222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
0 167
78.0%
3 7
 
3.3%
1 4
 
1.9%
6 4
 
1.9%
4 3
 
1.4%
24 3
 
1.4%
40 3
 
1.4%
5 3
 
1.4%
9 3
 
1.4%
8 2
 
0.9%
Other values (11) 15
 
7.0%
ValueCountFrequency (%)
0 167
78.0%
1 4
 
1.9%
2 1
 
0.5%
3 7
 
3.3%
4 3
 
1.4%
5 3
 
1.4%
6 4
 
1.9%
7 1
 
0.5%
8 2
 
0.9%
9 3
 
1.4%
ValueCountFrequency (%)
230 1
 
0.5%
200 1
 
0.5%
75 2
0.9%
54 2
0.9%
40 3
1.4%
33 1
 
0.5%
29 1
 
0.5%
24 3
1.4%
17 2
0.9%
16 1
 
0.5%

영업외수익금액5
Categorical

IMBALANCE 

Distinct3
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
212 
1
 
1
22
 
1

Length

Max length2
Median length1
Mean length1.0046729
Min length1

Unique

Unique2 ?
Unique (%)0.9%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 212
99.1%
1 1
 
0.5%
22 1
 
0.5%

Length

2024-04-30T08:05:23.907644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:24.004741image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 212
99.1%
1 1
 
0.5%
22 1
 
0.5%

영업외수익금액9
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:24.106747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:24.200612image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

영업외수익금액6
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
211 
1
 
3

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 211
98.6%
1 3
 
1.4%

Length

2024-04-30T08:05:24.296329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:24.395870image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 211
98.6%
1 3
 
1.4%

영업외수익금액10
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:24.499641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:24.588195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

기타금액3
Real number (ℝ)

ZEROS 

Distinct59
Distinct (%)27.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.836449
Minimum0
Maximum366
Zeros38
Zeros (%)17.8%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:24.686497image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median10
Q327
95-th percentile95.2
Maximum366
Range366
Interquartile range (IQR)26

Descriptive statistics

Standard deviation47.080456
Coefficient of variation (CV)1.8956195
Kurtosis19.538826
Mean24.836449
Median Absolute Deviation (MAD)10
Skewness4.0005953
Sum5315
Variance2216.5694
MonotonicityNot monotonic
2024-04-30T08:05:24.827352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 38
17.8%
1 27
 
12.6%
2 10
 
4.7%
10 8
 
3.7%
3 8
 
3.7%
9 7
 
3.3%
4 7
 
3.3%
22 7
 
3.3%
17 7
 
3.3%
12 5
 
2.3%
Other values (49) 90
42.1%
ValueCountFrequency (%)
0 38
17.8%
1 27
12.6%
2 10
 
4.7%
3 8
 
3.7%
4 7
 
3.3%
5 1
 
0.5%
6 3
 
1.4%
7 3
 
1.4%
8 2
 
0.9%
9 7
 
3.3%
ValueCountFrequency (%)
366 1
 
0.5%
251 1
 
0.5%
230 1
 
0.5%
225 1
 
0.5%
213 2
0.9%
174 1
 
0.5%
141 1
 
0.5%
104 1
 
0.5%
103 2
0.9%
91 3
1.4%

영업외비용
Real number (ℝ)

ZEROS 

Distinct95
Distinct (%)44.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean67.514019
Minimum0
Maximum484
Zeros13
Zeros (%)6.1%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:24.963331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q112
median37
Q398.25
95-th percentile202.4
Maximum484
Range484
Interquartile range (IQR)86.25

Descriptive statistics

Standard deviation84.164646
Coefficient of variation (CV)1.2466247
Kurtosis7.863185
Mean67.514019
Median Absolute Deviation (MAD)31
Skewness2.4563587
Sum14448
Variance7083.6876
MonotonicityNot monotonic
2024-04-30T08:05:25.089724image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 13
 
6.1%
6 8
 
3.7%
28 7
 
3.3%
24 6
 
2.8%
75 5
 
2.3%
8 5
 
2.3%
16 5
 
2.3%
114 5
 
2.3%
12 4
 
1.9%
43 4
 
1.9%
Other values (85) 152
71.0%
ValueCountFrequency (%)
0 13
6.1%
1 3
 
1.4%
2 3
 
1.4%
3 3
 
1.4%
4 3
 
1.4%
5 3
 
1.4%
6 8
3.7%
7 1
 
0.5%
8 5
 
2.3%
9 4
 
1.9%
ValueCountFrequency (%)
484 2
0.9%
471 1
0.5%
382 1
0.5%
331 1
0.5%
288 1
0.5%
275 2
0.9%
256 1
0.5%
211 1
0.5%
205 1
0.5%
201 1
0.5%

영업외비용1
Real number (ℝ)

ZEROS 

Distinct82
Distinct (%)38.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean44.443925
Minimum0
Maximum414
Zeros29
Zeros (%)13.6%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:25.218451image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q16
median23
Q350.75
95-th percentile156
Maximum414
Range414
Interquartile range (IQR)44.75

Descriptive statistics

Standard deviation61.472572
Coefficient of variation (CV)1.383149
Kurtosis9.754397
Mean44.443925
Median Absolute Deviation (MAD)21
Skewness2.7205934
Sum9511
Variance3778.8771
MonotonicityNot monotonic
2024-04-30T08:05:25.367414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 29
 
13.6%
2 10
 
4.7%
6 8
 
3.7%
35 7
 
3.3%
8 6
 
2.8%
5 6
 
2.8%
39 6
 
2.8%
14 5
 
2.3%
1 5
 
2.3%
28 5
 
2.3%
Other values (72) 127
59.3%
ValueCountFrequency (%)
0 29
13.6%
1 5
 
2.3%
2 10
 
4.7%
4 3
 
1.4%
5 6
 
2.8%
6 8
 
3.7%
7 3
 
1.4%
8 6
 
2.8%
9 4
 
1.9%
10 2
 
0.9%
ValueCountFrequency (%)
414 1
0.5%
314 2
0.9%
287 1
0.5%
253 1
0.5%
194 1
0.5%
192 1
0.5%
181 2
0.9%
166 1
0.5%
156 2
0.9%
151 1
0.5%

영업외비용2
Real number (ℝ)

ZEROS 

Distinct29
Distinct (%)13.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.565421
Minimum0
Maximum198
Zeros158
Zeros (%)73.8%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:25.485533image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile70
Maximum198
Range198
Interquartile range (IQR)1

Descriptive statistics

Standard deviation31.353998
Coefficient of variation (CV)2.9676053
Kurtosis14.933276
Mean10.565421
Median Absolute Deviation (MAD)0
Skewness3.7781794
Sum2261
Variance983.07316
MonotonicityNot monotonic
2024-04-30T08:05:25.616003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
0 158
73.8%
1 8
 
3.7%
23 6
 
2.8%
70 5
 
2.3%
2 4
 
1.9%
111 3
 
1.4%
4 2
 
0.9%
140 2
 
0.9%
170 2
 
0.9%
69 2
 
0.9%
Other values (19) 22
 
10.3%
ValueCountFrequency (%)
0 158
73.8%
1 8
 
3.7%
2 4
 
1.9%
3 1
 
0.5%
4 2
 
0.9%
5 2
 
0.9%
6 1
 
0.5%
7 2
 
0.9%
8 1
 
0.5%
9 1
 
0.5%
ValueCountFrequency (%)
198 1
 
0.5%
170 2
 
0.9%
140 2
 
0.9%
113 1
 
0.5%
111 3
1.4%
70 5
2.3%
69 2
 
0.9%
54 1
 
0.5%
49 1
 
0.5%
36 1
 
0.5%

영업외비용3
Categorical

IMBALANCE 

Distinct4
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
210 
4
 
2
2
 
1
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique2 ?
Unique (%)0.9%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 210
98.1%
4 2
 
0.9%
2 1
 
0.5%
1 1
 
0.5%

Length

2024-04-30T08:05:25.750851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:25.854074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 210
98.1%
4 2
 
0.9%
2 1
 
0.5%
1 1
 
0.5%

영업외비용7
Real number (ℝ)

ZEROS 

Distinct15
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.3551402
Minimum0
Maximum162
Zeros178
Zeros (%)83.2%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:26.114516image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile10.75
Maximum162
Range162
Interquartile range (IQR)0

Descriptive statistics

Standard deviation17.455646
Coefficient of variation (CV)5.2026577
Kurtosis65.158632
Mean3.3551402
Median Absolute Deviation (MAD)0
Skewness7.7142579
Sum718
Variance304.69957
MonotonicityNot monotonic
2024-04-30T08:05:26.227106image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
0 178
83.2%
1 9
 
4.2%
3 6
 
2.8%
2 5
 
2.3%
6 3
 
1.4%
38 2
 
0.9%
32 2
 
0.9%
162 2
 
0.9%
19 1
 
0.5%
37 1
 
0.5%
Other values (5) 5
 
2.3%
ValueCountFrequency (%)
0 178
83.2%
1 9
 
4.2%
2 5
 
2.3%
3 6
 
2.8%
6 3
 
1.4%
8 1
 
0.5%
9 1
 
0.5%
14 1
 
0.5%
19 1
 
0.5%
30 1
 
0.5%
ValueCountFrequency (%)
162 2
0.9%
82 1
0.5%
38 2
0.9%
37 1
0.5%
32 2
0.9%
30 1
0.5%
19 1
0.5%
14 1
0.5%
9 1
0.5%
8 1
0.5%

영업외비용8
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:26.353568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:26.449606image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

영업외비용4
Categorical

IMBALANCE 

Distinct3
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
211 
40
 
2
1
 
1

Length

Max length2
Median length1
Mean length1.0093458
Min length1

Unique

Unique1 ?
Unique (%)0.5%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 211
98.6%
40 2
 
0.9%
1 1
 
0.5%

Length

2024-04-30T08:05:26.550740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:26.656639image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 211
98.6%
40 2
 
0.9%
1 1
 
0.5%

영업외비용9
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6635514
Minimum0
Maximum325
Zeros208
Zeros (%)97.2%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:26.751500image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum325
Range325
Interquartile range (IQR)0

Descriptive statistics

Standard deviation22.232845
Coefficient of variation (CV)13.364688
Kurtosis212.97692
Mean1.6635514
Median Absolute Deviation (MAD)0
Skewness14.577429
Sum356
Variance494.29942
MonotonicityNot monotonic
2024-04-30T08:05:26.851506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 208
97.2%
10 2
 
0.9%
4 1
 
0.5%
1 1
 
0.5%
325 1
 
0.5%
6 1
 
0.5%
ValueCountFrequency (%)
0 208
97.2%
1 1
 
0.5%
4 1
 
0.5%
6 1
 
0.5%
10 2
 
0.9%
325 1
 
0.5%
ValueCountFrequency (%)
325 1
 
0.5%
10 2
 
0.9%
6 1
 
0.5%
4 1
 
0.5%
1 1
 
0.5%
0 208
97.2%

영업외비용5
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:26.962188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:27.055329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

영업외비용10
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:27.143587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:27.238119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

영업외비용6
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:27.333679image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:27.436623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

기타금액4
Real number (ℝ)

ZEROS 

Distinct34
Distinct (%)15.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.0373832
Minimum0
Maximum100
Zeros74
Zeros (%)34.6%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:27.534457image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q37
95-th percentile35.35
Maximum100
Range100
Interquartile range (IQR)7

Descriptive statistics

Standard deviation14.534353
Coefficient of variation (CV)2.0653065
Kurtosis18.404779
Mean7.0373832
Median Absolute Deviation (MAD)2
Skewness3.9431648
Sum1506
Variance211.24742
MonotonicityNot monotonic
2024-04-30T08:05:27.658954image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=34)
ValueCountFrequency (%)
0 74
34.6%
1 27
 
12.6%
2 22
 
10.3%
4 12
 
5.6%
6 11
 
5.1%
3 9
 
4.2%
9 7
 
3.3%
10 6
 
2.8%
11 5
 
2.3%
7 5
 
2.3%
Other values (24) 36
16.8%
ValueCountFrequency (%)
0 74
34.6%
1 27
 
12.6%
2 22
 
10.3%
3 9
 
4.2%
4 12
 
5.6%
5 1
 
0.5%
6 11
 
5.1%
7 5
 
2.3%
8 3
 
1.4%
9 7
 
3.3%
ValueCountFrequency (%)
100 1
 
0.5%
98 1
 
0.5%
76 1
 
0.5%
63 1
 
0.5%
62 1
 
0.5%
57 1
 
0.5%
44 1
 
0.5%
42 1
 
0.5%
36 3
1.4%
35 1
 
0.5%

법인세비용차감전계속사업손익금액
Real number (ℝ)

Distinct139
Distinct (%)65.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean271.72897
Minimum-45
Maximum2046
Zeros1
Zeros (%)0.5%
Negative1
Negative (%)0.5%
Memory size2.0 KiB
2024-04-30T08:05:27.806695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-45
5-th percentile24.65
Q195.25
median195.5
Q3334.75
95-th percentile804.45
Maximum2046
Range2091
Interquartile range (IQR)239.5

Descriptive statistics

Standard deviation293.74684
Coefficient of variation (CV)1.0810288
Kurtosis14.240856
Mean271.72897
Median Absolute Deviation (MAD)119
Skewness3.2299441
Sum58150
Variance86287.203
MonotonicityNot monotonic
2024-04-30T08:05:27.941302image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
148 6
 
2.8%
265 5
 
2.3%
255 5
 
2.3%
425 5
 
2.3%
183 5
 
2.3%
51 4
 
1.9%
202 4
 
1.9%
67 4
 
1.9%
43 3
 
1.4%
498 3
 
1.4%
Other values (129) 170
79.4%
ValueCountFrequency (%)
-45 1
0.5%
0 1
0.5%
1 2
0.9%
8 2
0.9%
11 1
0.5%
20 2
0.9%
21 1
0.5%
24 1
0.5%
25 1
0.5%
36 2
0.9%
ValueCountFrequency (%)
2046 1
0.5%
2004 1
0.5%
1696 1
0.5%
1315 2
0.9%
927 1
0.5%
892 2
0.9%
851 2
0.9%
848 1
0.5%
781 1
0.5%
734 1
0.5%

계속사업손익법인세
Real number (ℝ)

ZEROS 

Distinct59
Distinct (%)27.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.607477
Minimum0
Maximum237
Zeros47
Zeros (%)22.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2024-04-30T08:05:28.079329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median10
Q321.75
95-th percentile79.75
Maximum237
Range237
Interquartile range (IQR)20.75

Descriptive statistics

Standard deviation37.344169
Coefficient of variation (CV)1.7282985
Kurtosis13.116134
Mean21.607477
Median Absolute Deviation (MAD)9.5
Skewness3.3879152
Sum4624
Variance1394.587
MonotonicityNot monotonic
2024-04-30T08:05:28.211524image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 47
22.0%
15 15
 
7.0%
8 10
 
4.7%
12 9
 
4.2%
2 9
 
4.2%
4 8
 
3.7%
1 8
 
3.7%
5 8
 
3.7%
3 7
 
3.3%
11 7
 
3.3%
Other values (49) 86
40.2%
ValueCountFrequency (%)
0 47
22.0%
1 8
 
3.7%
2 9
 
4.2%
3 7
 
3.3%
4 8
 
3.7%
5 8
 
3.7%
6 2
 
0.9%
7 3
 
1.4%
8 10
 
4.7%
9 2
 
0.9%
ValueCountFrequency (%)
237 1
0.5%
209 2
0.9%
181 1
0.5%
169 1
0.5%
140 1
0.5%
138 2
0.9%
115 1
0.5%
105 1
0.5%
83 1
0.5%
78 1
0.5%

계속사업손익금액
Real number (ℝ)

Distinct138
Distinct (%)64.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean250.14486
Minimum-61
Maximum2046
Zeros1
Zeros (%)0.5%
Negative1
Negative (%)0.5%
Memory size2.0 KiB
2024-04-30T08:05:28.335158image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-61
5-th percentile18.65
Q191
median186
Q3306
95-th percentile673.8
Maximum2046
Range2107
Interquartile range (IQR)215

Descriptive statistics

Standard deviation272.82843
Coefficient of variation (CV)1.0906818
Kurtosis18.333677
Mean250.14486
Median Absolute Deviation (MAD)109
Skewness3.5852464
Sum53531
Variance74435.355
MonotonicityNot monotonic
2024-04-30T08:05:28.461229image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
202 6
 
2.8%
46 6
 
2.8%
168 5
 
2.3%
251 5
 
2.3%
416 5
 
2.3%
7 5
 
2.3%
186 4
 
1.9%
74 3
 
1.4%
290 3
 
1.4%
174 3
 
1.4%
Other values (128) 169
79.0%
ValueCountFrequency (%)
-61 1
 
0.5%
0 1
 
0.5%
1 2
 
0.9%
7 5
2.3%
11 1
 
0.5%
18 1
 
0.5%
19 1
 
0.5%
21 1
 
0.5%
22 1
 
0.5%
24 1
 
0.5%
ValueCountFrequency (%)
2046 1
0.5%
2004 1
0.5%
1557 1
0.5%
1107 2
0.9%
817 2
0.9%
747 1
0.5%
713 2
0.9%
679 1
0.5%
671 2
0.9%
629 1
0.5%

중단사업손익금액
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:28.573165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:28.707383image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

법인세효과금액
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:28.821708image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:28.922712image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

당기순이익금액
Real number (ℝ)

Distinct138
Distinct (%)64.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean250.14486
Minimum-61
Maximum2046
Zeros1
Zeros (%)0.5%
Negative1
Negative (%)0.5%
Memory size2.0 KiB
2024-04-30T08:05:29.039079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-61
5-th percentile18.65
Q191
median186
Q3306
95-th percentile673.8
Maximum2046
Range2107
Interquartile range (IQR)215

Descriptive statistics

Standard deviation272.82843
Coefficient of variation (CV)1.0906818
Kurtosis18.333677
Mean250.14486
Median Absolute Deviation (MAD)109
Skewness3.5852464
Sum53531
Variance74435.355
MonotonicityNot monotonic
2024-04-30T08:05:29.185364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
202 6
 
2.8%
46 6
 
2.8%
168 5
 
2.3%
251 5
 
2.3%
416 5
 
2.3%
7 5
 
2.3%
186 4
 
1.9%
74 3
 
1.4%
290 3
 
1.4%
174 3
 
1.4%
Other values (128) 169
79.0%
ValueCountFrequency (%)
-61 1
 
0.5%
0 1
 
0.5%
1 2
 
0.9%
7 5
2.3%
11 1
 
0.5%
18 1
 
0.5%
19 1
 
0.5%
21 1
 
0.5%
22 1
 
0.5%
24 1
 
0.5%
ValueCountFrequency (%)
2046 1
0.5%
2004 1
0.5%
1557 1
0.5%
1107 2
0.9%
817 2
0.9%
747 1
0.5%
713 2
0.9%
679 1
0.5%
671 2
0.9%
629 1
0.5%

주식손익금액
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:29.311639image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:29.403076image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

주식손익금액1
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:29.501197image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:29.602743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

주식손익금액2
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:29.906522image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:29.996282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

주식손익금액3
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:30.086615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:30.182496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

주식손익금액4
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
0
214 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 214
100.0%

Length

2024-04-30T08:05:30.282857image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T08:05:30.379726image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 214
100.0%

최초등록일시
Date

UNIQUE 

Distinct214
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
Minimum2023-03-24 00:00:00
Maximum2023-10-23 00:00:00
2024-04-30T08:05:30.492879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-30T08:05:30.631437image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Sample

통지일자통지고유번호결산기준일자매출금액매출금액1매출금액2매출금액3기타금액매출원가금액매출원가금액1매출원가금액2매출원가금액3기타금액1총매출이익금액판매비관리비용판매비관리비용1판매비관리비용2판매비관리비용3기타금액2판매비관리비용4판매비관리비용5판매비관리비용6판매비관리비용7판매비관리비용8판매비관리비용9판매비관리비용10판매비관리비용11판매비관리비용12판매비관리비용17판매비관리비용18판매비관리비용13판매비관리비용16판매비관리비용14판매비관리비용15영업이익금액영업외수익금액영업외수익금액1영업외수익금액2영업외수익금액3영업외수익금액4영업외수익금액7영업외수익금액8영업외수익금액5영업외수익금액9영업외수익금액6영업외수익금액10기타금액3영업외비용영업외비용1영업외비용2영업외비용3영업외비용7영업외비용8영업외비용4영업외비용9영업외비용5영업외비용10영업외비용6기타금액4법인세비용차감전계속사업손익금액계속사업손익법인세계속사업손익금액중단사업손익금액법인세효과금액당기순이익금액주식손익금액주식손익금액1주식손익금액2주식손익금액3주식손익금액4최초등록일시
02023-03-2454812022-12-314852485200037993799000105370139010282023511738121124002730182903521890100800000353500000000003355727800278000002023-03-24
12023-03-2471432022-12-3136040344915502423021422810118172448402315231234283660064300130457754110002900004190129000000000623426527700277000002023-03-25
22023-03-2989882022-12-3138980389800347103471004261972601021156293027814351002292000000000002044440000000000205320200202000002023-03-26
32023-03-3078252022-12-3138980389800347103471004261972601021156293027814351002292000000000002044440000000000205320200202000002023-03-27
42023-03-3078332022-12-3138980389800347103471004261972601021156293027814351002292000000000002044440000000000205320200202000002023-03-28
52023-03-3089412022-12-3165852633395200563023473283009546482091541371144355285120064207150306110010000000015839170000000012592323700237000002023-03-29
62023-03-3089482022-12-3135626012951100306751225550049534925601682210341110001950130146332060010000244332110000000011361512100121000002023-03-30
72023-03-31472022-12-3113323013294300116020116020017211313648388018613744236171728009220112904092440021100600002715539111000000004498049800498000002023-03-31
82023-03-31482022-12-3113323013294300116020116020017211313648388018613744236171728009220112904092440021100600002715539111000000004498049800498000002023-04-01
92023-03-31148912022-12-3113323013294300116020116020017211313648388018613744236171728009220112904092440021100600002715539111000000004498049800498000002023-04-02
통지일자통지고유번호결산기준일자매출금액매출금액1매출금액2매출금액3기타금액매출원가금액매출원가금액1매출원가금액2매출원가금액3기타금액1총매출이익금액판매비관리비용판매비관리비용1판매비관리비용2판매비관리비용3기타금액2판매비관리비용4판매비관리비용5판매비관리비용6판매비관리비용7판매비관리비용8판매비관리비용9판매비관리비용10판매비관리비용11판매비관리비용12판매비관리비용17판매비관리비용18판매비관리비용13판매비관리비용16판매비관리비용14판매비관리비용15영업이익금액영업외수익금액영업외수익금액1영업외수익금액2영업외수익금액3영업외수익금액4영업외수익금액7영업외수익금액8영업외수익금액5영업외수익금액9영업외수익금액6영업외수익금액10기타금액3영업외비용영업외비용1영업외비용2영업외비용3영업외비용7영업외비용8영업외비용4영업외비용9영업외비용5영업외비용10영업외비용6기타금액4법인세비용차감전계속사업손익금액계속사업손익법인세계속사업손익금액중단사업손익금액법인세효과금액당기순이익금액주식손익금액주식손익금액1주식손익금액2주식손익금액3주식손익금액4최초등록일시
2042024-03-14163182022-12-31375603756002712027120010443031230223357363017010910227074100000000000070000006000173410562900629000002023-10-14
2052024-03-15100542022-12-31169301673190126401264004285300022105714100920000375200000000002660000000000371037100371000002023-10-15
2062024-03-18113812022-12-3149840498400434904349006355577001015011342032710300565019500781130000090000104524800300000011401512400124000002023-10-16
2072024-03-19158812022-12-312314073201582177005611209054432315617295154043111300155001802211601000110000317613001620000001628530053000002023-10-17
2082024-03-19202252022-12-312314073201582177005611209054432315617295154043111300155001802211601000110000317613001620000001628530053000002023-10-18
2092024-03-261682022-12-31127701276506094059405000336630592380171935634504201900428103448030740000000000411539000000000761962217400174000002023-10-19
2102024-03-27111802022-12-3189021835340677216560021385000900927841100310111012800000000000035350000000000920920092000002023-10-20
2112024-03-27184242022-12-31178701787001307013070048013732104100112421800211003034361000000000060934900000000044311530600306000002023-10-21
2122024-04-012002022-12-3193093000071171100021918171063032011227003002518038000000000000000000000000380380038000002023-10-22
2132024-04-0183892022-12-31312031200002741274100037930712209301414266175103014102412072200000000001321000000001707630063000002023-10-23