gimi9 Pandas Profiling

Dataset statistics

Number of variables	98
Number of observations	1000
Missing cells	38825
Missing cells (%)	39.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	846.8 KiB
Average record size in memory	867.1 B

Variable types

Text	9
Numeric	70
Categorical	14
DateTime	1
Boolean	1
Unsupported	3

Dataset

Description	충북 지역 기업의 기업 금융 공공데이터를 통한 기업 재무 데이터 및 CBTP의 지원 기업 정보와 인터넷 공개 정보 등을 수집/가공하여 기업 경영의 기초 데이터로 제공, 기업 재무 데이터 3종 API를 위한 기초 데이터셋으로 구성
Author	재단법인충북테크노파크
URL	https://www.data.go.kr/data/15111751/fileData.do

Alerts

`이노비즈인증여부` has constant value ""	Constant
`기업형태` is highly imbalanced (95.8%)	Imbalance
`2017년영업이익` is highly imbalanced (98.0%)	Imbalance
`2018년영업이익` is highly imbalanced (98.6%)	Imbalance
`2019년영업이익` is highly imbalanced (98.9%)	Imbalance
`2020년영업이익` is highly imbalanced (98.9%)	Imbalance
`2021년영업이익` is highly imbalanced (98.3%)	Imbalance
`2017년법인세비용차감전순이익` is highly imbalanced (98.6%)	Imbalance
`2018년법인세비용차감전순이익` is highly imbalanced (98.9%)	Imbalance
`2019년법인세비용차감전순이익` is highly imbalanced (98.9%)	Imbalance
`2021년법인세비용차감전순이익` is highly imbalanced (98.9%)	Imbalance
`법인등록번호` has 364 (36.4%) missing values	Missing
`홈페이지` has 230 (23.0%) missing values	Missing
`사업장 우편번호` has 525 (52.5%) missing values	Missing
`사업장 주소` has 516 (51.6%) missing values	Missing
`전화번호` has 25 (2.5%) missing values	Missing
`주제품명` has 21 (2.1%) missing values	Missing
`2021년이익잉여금` has 94 (9.4%) missing values	Missing
`2017년매출액` has 19 (1.9%) missing values	Missing
`2021년매출액` has 93 (9.3%) missing values	Missing
`2021년자본총계` has 93 (9.3%) missing values	Missing
`2021년부채총계` has 93 (9.3%) missing values	Missing
`2017년매출액영업이익률` has 61 (6.1%) missing values	Missing
`2018년매출액영업이익률` has 12 (1.2%) missing values	Missing
`2021년매출액영업이익률` has 99 (9.9%) missing values	Missing
`3년 평균 매출액 증가율` has 616 (61.6%) missing values	Missing
`2017년연구개발비` has 316 (31.6%) missing values	Missing
`2018년연구개발비` has 242 (24.2%) missing values	Missing
`2019년연구개발비` has 224 (22.4%) missing values	Missing
`2020년연구개발비` has 221 (22.1%) missing values	Missing
`2021년연구개발비` has 338 (33.8%) missing values	Missing
`2017년연구개발비중` has 316 (31.6%) missing values	Missing
`2018년연구개발비중` has 242 (24.2%) missing values	Missing
`2019년연구개발비중` has 224 (22.4%) missing values	Missing
`2020년연구개발비중` has 221 (22.1%) missing values	Missing
`2021년연구개발비중` has 338 (33.8%) missing values	Missing
`이노비즈인증여부` has 633 (63.3%) missing values	Missing
`2017년당기순이익` has 990 (99.0%) missing values	Missing
`2018년당기순이익` has 988 (98.8%) missing values	Missing
`2019년당기순이익` has 989 (98.9%) missing values	Missing
`2020년당기순이익` has 987 (98.7%) missing values	Missing
`2021년당기순이익` has 987 (98.7%) missing values	Missing
`2017년유동자산` has 988 (98.8%) missing values	Missing
`2018년유동자산` has 987 (98.7%) missing values	Missing
`2019년유동자산` has 987 (98.7%) missing values	Missing
`2020년유동자산` has 987 (98.7%) missing values	Missing
`2021년유동자산` has 985 (98.5%) missing values	Missing
`2017년비유동자산` has 988 (98.8%) missing values	Missing
`2018년비유동자산` has 987 (98.7%) missing values	Missing
`2019년비유동자산` has 987 (98.7%) missing values	Missing
`2020년비유동자산` has 987 (98.7%) missing values	Missing
`2021년비유동자산` has 985 (98.5%) missing values	Missing
`2017년자산총계` has 988 (98.8%) missing values	Missing
`2018년자산총계` has 987 (98.7%) missing values	Missing
`2019년자산총계` has 987 (98.7%) missing values	Missing
`2020년자산총계` has 987 (98.7%) missing values	Missing
`2021년자산총계` has 985 (98.5%) missing values	Missing
`2017년유동부채` has 988 (98.8%) missing values	Missing
`2018년유동부채` has 987 (98.7%) missing values	Missing
`2019년유동부채` has 987 (98.7%) missing values	Missing
`2020년유동부채` has 987 (98.7%) missing values	Missing
`2021년유동부채` has 985 (98.5%) missing values	Missing
`2017년자본금` has 988 (98.8%) missing values	Missing
`2018년자본금` has 987 (98.7%) missing values	Missing
`2019년자본금` has 987 (98.7%) missing values	Missing
`2020년자본금` has 987 (98.7%) missing values	Missing
`2021년자본금` has 985 (98.5%) missing values	Missing
`2020년법인세비용차감전순이익` has 1000 (100.0%) missing values	Missing
`Unnamed: 96` has 1000 (100.0%) missing values	Missing
`Unnamed: 97` has 1000 (100.0%) missing values	Missing
`2018년이익잉여금` is highly skewed (γ1 = 21.89988247)	Skewed
`2019년이익잉여금` is highly skewed (γ1 = 21.87656103)	Skewed
`2020년이익잉여금` is highly skewed (γ1 = 22.28617713)	Skewed
`2021년이익잉여금` is highly skewed (γ1 = 22.33339369)	Skewed
`2018년자본총계` is highly skewed (γ1 = 21.45671541)	Skewed
`2019년자본총계` is highly skewed (γ1 = 21.44001183)	Skewed
`2020년자본총계` is highly skewed (γ1 = 21.67362989)	Skewed
`2021년자본총계` is highly skewed (γ1 = 21.80087712)	Skewed
`2017년매출액영업이익률` is highly skewed (γ1 = -23.20342721)	Skewed
`2018년매출액영업이익률` is highly skewed (γ1 = -20.98479694)	Skewed
`2019년매출액영업이익률` is highly skewed (γ1 = -22.12933147)	Skewed
`2017년연구개발비` is highly skewed (γ1 = 22.37058704)	Skewed
`2019년연구개발비` is highly skewed (γ1 = 23.05958581)	Skewed
`2020년연구개발비` is highly skewed (γ1 = 23.23504167)	Skewed
`2021년연구개발비` is highly skewed (γ1 = 22.4956867)	Skewed
`2017년연구개발비중` is highly skewed (γ1 = 22.52912692)	Skewed
`2020년연구개발비중` is highly skewed (γ1 = 20.47533088)	Skewed
`2021년연구개발비중` is highly skewed (γ1 = 21.79812616)	Skewed
`사업자등록번호` has unique values	Unique
`2019년이익잉여금` has unique values	Unique
`2019년매출액` has unique values	Unique
`2020년매출액` has unique values	Unique
`2019년자본총계` has unique values	Unique
`2020년자본총계` has unique values	Unique
`2019년부채총계` has unique values	Unique
`2020년부채총계` has unique values	Unique
`2020년법인세비용차감전순이익` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 96` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 97` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2023-12-12 11:25:48.978135
Analysis finished	2023-12-12 11:25:53.040710
Duration	4.06 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기업명
Text

Distinct	996
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Length

Max length	16
Median length	14
Mean length	4.818
Min length	2

Characters and Unicode

Total characters	4818
Distinct characters	415
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	992 ?
Unique (%)	99.2%

Sample

1st row	현대모비스
2nd row	엘지화학
3rd row	에스케이하이닉스
4th row	휴온스
5th row	현대에너지솔루션

Value	Count	Frequency (%)
농업회사법인	9	0.9%
씨	3	0.3%
우진	2	0.2%
주식회사	2	0.2%
테크놀로지	2	0.2%
엘시시	2	0.2%
서흥	2	0.2%
승진	2	0.2%
네오텍	2	0.2%
알티에스에너지	1	0.1%
Other values (1009)	1009	97.4%

Most occurring characters

Value	Count	Frequency (%)
이	330	6.8%
스	258	5.4%
에	171	3.5%
아	85	1.8%
지	83	1.7%
크	81	1.7%
텍	80	1.7%
코	79	1.6%
테	72	1.5%
엔	71	1.5%
Other values (405)	3508	72.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4770	99.0%
Space Separator	36	0.7%
Other Punctuation	12	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	330	6.9%
스	258	5.4%
에	171	3.6%
아	85	1.8%
지	83	1.7%
크	81	1.7%
텍	80	1.7%
코	79	1.7%
테	72	1.5%
엔	71	1.5%
Other values (402)	3460	72.5%

Other Punctuation

Value	Count	Frequency (%)
.	10	83.3%
,	2	16.7%

Space Separator

Value	Count	Frequency (%)
	36	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4770	99.0%
Common	48	1.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	330	6.9%
스	258	5.4%
에	171	3.6%
아	85	1.8%
지	83	1.7%
크	81	1.7%
텍	80	1.7%
코	79	1.7%
테	72	1.5%
엔	71	1.5%
Other values (402)	3460	72.5%

Common

Value	Count	Frequency (%)
	36	75.0%
.	10	20.8%
,	2	4.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4770	99.0%
ASCII	48	1.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	330	6.9%
스	258	5.4%
에	171	3.6%
아	85	1.8%
지	83	1.7%
크	81	1.7%
텍	80	1.7%
코	79	1.7%
테	72	1.5%
엔	71	1.5%
Other values (402)	3460	72.5%

ASCII

Value	Count	Frequency (%)
	36	75.0%
.	10	20.8%
,	2	4.2%

사업자등록번호
Real number (ℝ)

UNIQUE

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7828892 × 10⁹

Minimum	1.0181104 × 10⁹
Maximum	8.9781 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.0181104 × 10⁹
5-th percentile	1.1381069 × 10⁹
Q1	1.3481558 × 10⁹
median	3.0181675 × 10⁹
Q3	3.1281153 × 10⁹
95-th percentile	6.2791001 × 10⁹
Maximum	8.9781 × 10⁹
Range	7.9599896 × 10⁹
Interquartile range (IQR)	1.7799595 × 10⁹

Descriptive statistics

Standard deviation	1.5691859 × 10⁹
Coefficient of variation (CV)	0.56386936
Kurtosis	3.1261079
Mean	2.7828892 × 10⁹
Median Absolute Deviation (MAD)	8.594265 × 10⁸
Skewness	1.6031373
Sum	2.7828892 × 10¹²
Variance	2.4623445 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1018116406	1	0.1%
5158132376	1	0.1%
1308166199	1	0.1%
1208765119	1	0.1%
6338600560	1	0.1%
1238617749	1	0.1%
2998700144	1	0.1%
3158101711	1	0.1%
3018628792	1	0.1%
1258101326	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1018110436	1	0.1%
1018116406	1	0.1%
1018118476	1	0.1%
1018602611	1	0.1%
1018668364	1	0.1%
1018693655	1	0.1%
1028120368	1	0.1%
1048152769	1	0.1%
1048609535	1	0.1%
1048800289	1	0.1%

Value	Count	Frequency (%)
8978100010	1	0.1%
8948601053	1	0.1%
8818800727	1	0.1%
8718700965	1	0.1%
8698700472	1	0.1%
8638700270	1	0.1%
8638100318	1	0.1%
8608100226	1	0.1%
8598700096	1	0.1%
8558600699	1	0.1%

법인등록번호
Real number (ℝ)

MISSING

Distinct	627
Distinct (%)	98.6%
Missing	364
Missing (%)	36.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.3957507 × 10¹²

Minimum	1.1 × 10¹²
Maximum	2.8501102 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.1 × 10¹²
5-th percentile	1.1011104 × 10¹²
Q1	1.1011159 × 10¹²
median	1.41211 × 10¹²
Q3	1.54311 × 10¹²
95-th percentile	1.7011101 × 10¹²
Maximum	2.8501102 × 10¹²
Range	1.7501102 × 10¹²
Interquartile range (IQR)	4.4199411 × 10¹¹

Descriptive statistics

Standard deviation	2.590955 × 10¹¹
Coefficient of variation (CV)	0.18563164
Kurtosis	7.8838874
Mean	1.3957507 × 10¹²
Median Absolute Deviation (MAD)	1.3299997 × 10¹¹
Skewness	1.7800138
Sum	8.8769745 × 10¹⁴
Variance	6.7130476 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1100000000000	7	0.7%
1500000000000	2	0.2%
1620000000000	2	0.2%
1240000000000	2	0.2%
1501110044862	1	0.1%
1501110133540	1	0.1%
1501110197570	1	0.1%
1101110146286	1	0.1%
1211110049289	1	0.1%
1201110863888	1	0.1%
Other values (617)	617	61.7%
(Missing)	364	36.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1100000000000	7	0.7%
1101110003121	1	0.1%
1101110004682	1	0.1%
1101110019334	1	0.1%
1101110026206	1	0.1%
1101110037427	1	0.1%
1101110043870	1	0.1%
1101110048143	1	0.1%
1101110070881	1	0.1%
1101110085541	1	0.1%

Value	Count	Frequency (%)
2850110208088	1	0.1%
2850110129002	1	0.1%
2841110076749	1	0.1%
2841110072408	1	0.1%
2802110102405	1	0.1%
2801110086726	1	0.1%
2301110286178	1	0.1%
2301110155274	1	0.1%
2301110134111	1	0.1%
2301110095678	1	0.1%

대표자명
Text

Distinct	970
Distinct (%)	97.0%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Length

Max length	18
Median length	3
Mean length	3.597
Min length	2

Characters and Unicode

Total characters	3597
Distinct characters	241
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	941 ?
Unique (%)	94.1%

Sample

1st row	정의선
2nd row	신학철
3rd row	박정호, 이석희
4th row	엄기안, 송수영
5th row	박종환, 강철호

Value	Count	Frequency (%)
이병구	3	0.3%
정영민	2	0.2%
김영환	2	0.2%
이대희	2	0.2%
오천근	2	0.2%
김태억	2	0.2%
이승희	2	0.2%
박광호	2	0.2%
이준식	2	0.2%
이승호	2	0.2%
Other values (1058)	1091	98.1%

Most occurring characters

Value	Count	Frequency (%)
김	214	5.9%
이	191	5.3%
	112	3.1%
,	111	3.1%
정	102	2.8%
박	87	2.4%
영	72	2.0%
호	68	1.9%
현	63	1.8%
성	58	1.6%
Other values (231)	2519	70.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3360	93.4%
Space Separator	112	3.1%
Other Punctuation	111	3.1%
Uppercase Letter	14	0.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
김	214	6.4%
이	191	5.7%
정	102	3.0%
박	87	2.6%
영	72	2.1%
호	68	2.0%
현	63	1.9%
성	58	1.7%
진	58	1.7%
용	55	1.6%
Other values (219)	2392	71.2%

Uppercase Letter

Value	Count	Frequency (%)
A	3	21.4%
N	2	14.3%
O	2	14.3%
R	1	7.1%
I	1	7.1%
H	1	7.1%
U	1	7.1%
S	1	7.1%
Y	1	7.1%
K	1	7.1%

Space Separator

Value	Count	Frequency (%)
	112	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	111	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3360	93.4%
Common	223	6.2%
Latin	14	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
김	214	6.4%
이	191	5.7%
정	102	3.0%
박	87	2.6%
영	72	2.1%
호	68	2.0%
현	63	1.9%
성	58	1.7%
진	58	1.7%
용	55	1.6%
Other values (219)	2392	71.2%

Latin

Value	Count	Frequency (%)
A	3	21.4%
N	2	14.3%
O	2	14.3%
R	1	7.1%
I	1	7.1%
H	1	7.1%
U	1	7.1%
S	1	7.1%
Y	1	7.1%
K	1	7.1%

Common

Value	Count	Frequency (%)
	112	50.2%
,	111	49.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3360	93.4%
ASCII	237	6.6%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
김	214	6.4%
이	191	5.7%
정	102	3.0%
박	87	2.6%
영	72	2.1%
호	68	2.0%
현	63	1.9%
성	58	1.7%
진	58	1.7%
용	55	1.6%
Other values (219)	2392	71.2%

ASCII

Value	Count	Frequency (%)
	112	47.3%
,	111	46.8%
A	3	1.3%
N	2	0.8%
O	2	0.8%
R	1	0.4%
I	1	0.4%
H	1	0.4%
U	1	0.4%
S	1	0.4%
Other values (2)	2	0.8%

KSIC 세부코드
Text

Distinct	76
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	6000
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.3%

Sample

1st row	C30399
2nd row	C20111
3rd row	C26129
4th row	C21210
5th row	C28909

Value	Count	Frequency (%)
c20499	71	7.1%
c20423	58	5.8%
c30399	48	4.8%
c29271	48	4.8%
c21210	38	3.8%
c29299	32	3.2%
c22232	30	3.0%
j58222	29	2.9%
c27199	28	2.8%
c29175	27	2.7%
Other values (66)	591	59.1%

Most occurring characters

Value	Count	Frequency (%)
2	1572	26.2%
C	945	15.8%
9	853	14.2%
1	704	11.7%
0	588	9.8%
3	385	6.4%
7	272	4.5%
4	237	4.0%
5	166	2.8%
6	117	1.9%
Other values (2)	161	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5000	83.3%
Uppercase Letter	1000	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	1572	31.4%
9	853	17.1%
1	704	14.1%
0	588	11.8%
3	385	7.7%
7	272	5.4%
4	237	4.7%
5	166	3.3%
6	117	2.3%
8	106	2.1%

Uppercase Letter

Value	Count	Frequency (%)
C	945	94.5%
J	55	5.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	5000	83.3%
Latin	1000	16.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	1572	31.4%
9	853	17.1%
1	704	14.1%
0	588	11.8%
3	385	7.7%
7	272	5.4%
4	237	4.7%
5	166	3.3%
6	117	2.3%
8	106	2.1%

Latin

Value	Count	Frequency (%)
C	945	94.5%
J	55	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	1572	26.2%
C	945	15.8%
9	853	14.2%
1	704	11.7%
0	588	9.8%
3	385	6.4%
7	272	4.5%
4	237	4.0%
5	166	2.8%
6	117	1.9%
Other values (2)	161	2.7%

기업규모
Categorical

Distinct	7
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

소기업	341
중기업	307
소상공인	219
중견기업	84
대기업	24
Other values (2)	25

Length

Max length	9
Median length	3
Mean length	3.427
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	대기업
2nd row	대기업
3rd row	대기업
4th row	중견기업
5th row	대기업

Common Values

Value	Count	Frequency (%)
소기업	341	34.1%
중기업	307	30.7%
소상공인	219	21.9%
중견기업	84	8.4%
대기업	24	2.4%
한시성중소기업	13	1.3%
보호대상 중견기업	12	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
소기업	341	33.7%
중기업	307	30.3%
소상공인	219	21.6%
중견기업	96	9.5%
대기업	24	2.4%
한시성중소기업	13	1.3%
보호대상	12	1.2%

기업형태
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

주식회사	993
유한회사	4
기타법인	3

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
주식회사	993	99.3%
유한회사	4	0.4%
기타법인	3	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
주식회사	993	99.3%
유한회사	4	0.4%
기타법인	3	0.3%

설립일
Date

Distinct	941
Distinct (%)	94.1%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Minimum	1931-01-22 00:00:00
Maximum	2019-06-26 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

기업공개구분
Categorical

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

일반법인	568
외감	317
코스닥시장	77
유가증권시장	33
코넥스시장	5

Length

Max length	6
Median length	4
Mean length	3.514
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	유가증권시장
2nd row	유가증권시장
3rd row	유가증권시장
4th row	코스닥시장
5th row	유가증권시장

Common Values

Value	Count	Frequency (%)
일반법인	568	56.8%
외감	317	31.7%
코스닥시장	77	7.7%
유가증권시장	33	3.3%
코넥스시장	5	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반법인	568	56.8%
외감	317	31.7%
코스닥시장	77	7.7%
유가증권시장	33	3.3%
코넥스시장	5	0.5%

홈페이지
Text

MISSING

Distinct	767
Distinct (%)	99.6%
Missing	230
Missing (%)	23.0%
Memory size	7.9 KiB

Length

Max length	28
Median length	25
Mean length	16.441558
Min length	9

Characters and Unicode

Total characters	12660
Distinct characters	67
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	764 ?
Unique (%)	99.2%

Sample

1st row	www.mobis.co.kr
2nd row	www.lgchem.com
3rd row	www.skhynix.com
4th row	www.huons.com
5th row	www.hyundai-es.co.kr

Value	Count	Frequency (%)
www.danil.co.kr	2	0.3%
www.onegene.com	2	0.3%
www.shinwoohitech.com	2	0.3%
www.cleaninglab.co.kr	1	0.1%
www.secglobal.co.kr	1	0.1%
www.pjcorp.co.kr	1	0.1%
www.duzonechemical.co.kr	1	0.1%
www.mobis.co.kr	1	0.1%
www.tanhay.com	1	0.1%
www.skchem.net	1	0.1%
Other values (757)	757	98.3%

Most occurring characters

Value	Count	Frequency (%)
w	2224	17.6%
.	1878	14.8%
o	1218	9.6%
c	1083	8.6%
r	655	5.2%
m	623	4.9%
e	598	4.7%
k	557	4.4%
n	470	3.7%
a	438	3.5%
Other values (57)	2916	23.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	10579	83.6%
Other Punctuation	1898	15.0%
Decimal Number	78	0.6%
Dash Punctuation	72	0.6%
Other Letter	31	0.2%
Uppercase Letter	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
w	2224	21.0%
o	1218	11.5%
c	1083	10.2%
r	655	6.2%
m	623	5.9%
e	598	5.7%
k	557	5.3%
n	470	4.4%
a	438	4.1%
s	380	3.6%
Other values (16)	2333	22.1%

Other Letter

Value	Count	Frequency (%)
프	3	9.7%
스	2	6.5%
파	2	6.5%
일	2	6.5%
남	1	3.2%
선	1	3.2%
로	1	3.2%
제	1	3.2%
본	1	3.2%
링	1	3.2%
Other values (16)	16	51.6%

Decimal Number

Value	Count	Frequency (%)
1	24	30.8%
2	23	29.5%
0	13	16.7%
4	5	6.4%
3	4	5.1%
9	4	5.1%
7	2	2.6%
8	2	2.6%
5	1	1.3%

Other Punctuation

Value	Count	Frequency (%)
.	1878	98.9%
/	19	1.0%
:	1	0.1%

Uppercase Letter

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

Dash Punctuation

Value	Count	Frequency (%)
-	72	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10581	83.6%
Common	2048	16.2%
Hangul	31	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
w	2224	21.0%
o	1218	11.5%
c	1083	10.2%
r	655	6.2%
m	623	5.9%
e	598	5.7%
k	557	5.3%
n	470	4.4%
a	438	4.1%
s	380	3.6%
Other values (18)	2335	22.1%

Hangul

Value	Count	Frequency (%)
프	3	9.7%
스	2	6.5%
파	2	6.5%
일	2	6.5%
남	1	3.2%
선	1	3.2%
로	1	3.2%
제	1	3.2%
본	1	3.2%
링	1	3.2%
Other values (16)	16	51.6%

Common

Value	Count	Frequency (%)
.	1878	91.7%
-	72	3.5%
1	24	1.2%
2	23	1.1%
/	19	0.9%
0	13	0.6%
4	5	0.2%
3	4	0.2%
9	4	0.2%
7	2	0.1%
Other values (3)	4	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12629	99.8%
Hangul	31	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
w	2224	17.6%
.	1878	14.9%
o	1218	9.6%
c	1083	8.6%
r	655	5.2%
m	623	4.9%
e	598	4.7%
k	557	4.4%
n	470	3.7%
a	438	3.5%
Other values (31)	2885	22.8%

Hangul

Value	Count	Frequency (%)
프	3	9.7%
스	2	6.5%
파	2	6.5%
일	2	6.5%
남	1	3.2%
선	1	3.2%
로	1	3.2%
제	1	3.2%
본	1	3.2%
링	1	3.2%
Other values (16)	16	51.6%

본사 우편번호
Real number (ℝ)

Distinct	565
Distinct (%)	56.7%
Missing	3
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	25357.563

Minimum	1464
Maximum	63309
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1464
5-th percentile	6640
Q1	26493
median	27856
Q3	28353
95-th percentile	34117.8
Maximum	63309
Range	61845
Interquartile range (IQR)	1860

Descriptive statistics

Standard deviation	8968.5826
Coefficient of variation (CV)	0.35368472
Kurtosis	2.7909545
Mean	25357.563
Median Absolute Deviation (MAD)	531
Skewness	-0.0048780794
Sum	25281490
Variance	80435473
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27816	15	1.5%
27856	14	1.4%
27850	14	1.4%
28118	14	1.4%
28116	14	1.4%
28576	13	1.3%
27159	11	1.1%
28161	11	1.1%
28101	9	0.9%
27721	9	0.9%
Other values (555)	873	87.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1464	1	0.1%
2461	1	0.1%
2478	1	0.1%
3129	1	0.1%
3150	1	0.1%
3188	1	0.1%
4173	1	0.1%
4522	1	0.1%
4541	1	0.1%
4551	2	0.2%

Value	Count	Frequency (%)
63309	1	0.1%
62453	1	0.1%
62384	1	0.1%
62215	1	0.1%
61111	1	0.1%
61003	2	0.2%
59337	1	0.1%
58153	1	0.1%
57817	1	0.1%
55323	1	0.1%

본사 주소
Text

Distinct	990
Distinct (%)	99.4%
Missing	4
Missing (%)	0.4%
Memory size	7.9 KiB

Length

Max length	77
Median length	56
Mean length	30.252008
Min length	13

Characters and Unicode

Total characters	30131
Distinct characters	412
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	984 ?
Unique (%)	98.8%

Sample

1st row	서울 강남구 테헤란로 203 (역삼동)
2nd row	서울 영등포구 여의대로 128 (여의도동)
3rd row	경기 이천시 부발읍 경충대로 2091 (아미리)
4th row	경기 성남시 수정구 창업로 17, A동 8층 (시흥동,판교 아이스퀘어)
5th row	경기 성남시 분당구 분당로 55, 4층 (서현동,분당퍼스트타워)

Value	Count	Frequency (%)
충북	645	10.1%
청주시	317	4.9%
흥덕구	175	2.7%
경기	140	2.2%
음성군	121	1.9%
청원구	108	1.7%
진천군	96	1.5%
서울	89	1.4%
오창읍	70	1.1%
오송읍	48	0.7%
Other values (2264)	4601	71.8%

Most occurring characters

Value	Count	Frequency (%)
	5437	18.0%
1	1005	3.3%
(	990	3.3%
)	990	3.3%
로	792	2.6%
충	754	2.5%
북	717	2.4%
리	678	2.3%
2	649	2.2%
구	613	2.0%
Other values (402)	17506	58.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	17256	57.3%
Space Separator	5437	18.0%
Decimal Number	4633	15.4%
Open Punctuation	991	3.3%
Close Punctuation	991	3.3%
Other Punctuation	504	1.7%
Dash Punctuation	288	1.0%
Uppercase Letter	27	0.1%
Math Symbol	3	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	792	4.6%
충	754	4.4%
북	717	4.2%
리	678	3.9%
구	613	3.6%
시	586	3.4%
동	569	3.3%
청	512	3.0%
주	433	2.5%
길	408	2.4%
Other values (374)	11194	64.9%

Decimal Number

Value	Count	Frequency (%)
1	1005	21.7%
2	649	14.0%
3	504	10.9%
0	447	9.6%
4	429	9.3%
5	407	8.8%
6	366	7.9%
7	310	6.7%
8	273	5.9%
9	243	5.2%

Uppercase Letter

Value	Count	Frequency (%)
B	9	33.3%
A	6	22.2%
C	5	18.5%
S	4	14.8%
K	2	7.4%
G	1	3.7%

Other Punctuation

Value	Count	Frequency (%)
,	500	99.2%
:	2	0.4%
.	1	0.2%
&	1	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	990	99.9%
[	1	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	990	99.9%
]	1	0.1%

Space Separator

Value	Count	Frequency (%)
	5437	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	288	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Lowercase Letter

Value	Count	Frequency (%)
n	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	17256	57.3%
Common	12847	42.6%
Latin	28	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	792	4.6%
충	754	4.4%
북	717	4.2%
리	678	3.9%
구	613	3.6%
시	586	3.4%
동	569	3.3%
청	512	3.0%
주	433	2.5%
길	408	2.4%
Other values (374)	11194	64.9%

Common

Value	Count	Frequency (%)
	5437	42.3%
1	1005	7.8%
(	990	7.7%
)	990	7.7%
2	649	5.1%
3	504	3.9%
,	500	3.9%
0	447	3.5%
4	429	3.3%
5	407	3.2%
Other values (11)	1489	11.6%

Latin

Value	Count	Frequency (%)
B	9	32.1%
A	6	21.4%
C	5	17.9%
S	4	14.3%
K	2	7.1%
G	1	3.6%
n	1	3.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	17256	57.3%
ASCII	12875	42.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5437	42.2%
1	1005	7.8%
(	990	7.7%
)	990	7.7%
2	649	5.0%
3	504	3.9%
,	500	3.9%
0	447	3.5%
4	429	3.3%
5	407	3.2%
Other values (18)	1517	11.8%

Hangul

Value	Count	Frequency (%)
로	792	4.6%
충	754	4.4%
북	717	4.2%
리	678	3.9%
구	613	3.6%
시	586	3.4%
동	569	3.3%
청	512	3.0%
주	433	2.5%
길	408	2.4%
Other values (374)	11194	64.9%

사업장 우편번호
Real number (ℝ)

MISSING

Distinct	231
Distinct (%)	48.6%
Missing	525
Missing (%)	52.5%
Infinite	0
Infinite (%)	0.0%
Mean	27982.232

Minimum	27109
Maximum	29156
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	27109
5-th percentile	27322.5
Q1	27670
median	27872
Q3	28161
95-th percentile	28936
Maximum	29156
Range	2047
Interquartile range (IQR)	491

Descriptive statistics

Standard deviation	444.80088
Coefficient of variation (CV)	0.015895833
Kurtosis	0.36087413
Mean	27982.232
Median Absolute Deviation (MAD)	250
Skewness	0.56253586
Sum	13291560
Variance	197847.82
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28116	15	1.5%
27850	13	1.3%
27816	12	1.2%
27856	9	0.9%
27116	8	0.8%
28118	8	0.8%
27327	8	0.8%
28160	8	0.8%
27721	7	0.7%
27466	7	0.7%
Other values (221)	380	38.0%
(Missing)	525	52.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27109	1	0.1%
27116	8	0.8%
27139	3	0.3%
27159	5	0.5%
27171	1	0.1%
27172	1	0.1%
27199	1	0.1%
27209	1	0.1%
27214	1	0.1%
27313	1	0.1%

Value	Count	Frequency (%)
29156	1	0.1%
29131	2	0.2%
29118	1	0.1%
29117	1	0.1%
29110	1	0.1%
29108	1	0.1%
29107	1	0.1%
29061	2	0.2%
29058	1	0.1%
29055	4	0.4%

사업장 주소
Text

MISSING

Distinct	474
Distinct (%)	97.9%
Missing	516
Missing (%)	51.6%
Memory size	7.9 KiB

Length

Max length	70
Median length	55
Mean length	29.609504
Min length	2

Characters and Unicode

Total characters	14331
Distinct characters	294
Distinct categories	8 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	465 ?
Unique (%)	96.1%

Sample

1st row	충북 진천군 문백면 사양2길 95 (문덕리)
2nd row	충북 청주시 흥덕구 백봉로 39 (송정동)
3rd row	충북 청주시 흥덕구 대신로 215 (향정동)
4th row	충북 제천시 바이오밸리로 100 (왕암동)
5th row	충북 음성군 소이면 소이로 313 (대장리)

Value	Count	Frequency (%)
충북	483	15.3%
청주시	191	6.1%
음성군	99	3.1%
흥덕구	98	3.1%
진천군	82	2.6%
청원구	74	2.3%
오창읍	57	1.8%
충주시	38	1.2%
오송읍	36	1.1%
금왕읍	23	0.7%
Other values (1039)	1972	62.5%

Most occurring characters

Value	Count	Frequency (%)
	2685	18.7%
충	546	3.8%
북	510	3.6%
)	475	3.3%
(	475	3.3%
1	448	3.1%
리	417	2.9%
로	367	2.6%
청	326	2.3%
2	304	2.1%
Other values (284)	7778	54.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8305	58.0%
Space Separator	2685	18.7%
Decimal Number	2049	14.3%
Close Punctuation	476	3.3%
Open Punctuation	475	3.3%
Other Punctuation	174	1.2%
Dash Punctuation	157	1.1%
Uppercase Letter	10	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
충	546	6.6%
북	510	6.1%
리	417	5.0%
로	367	4.4%
청	326	3.9%
시	257	3.1%
주	256	3.1%
군	233	2.8%
구	225	2.7%
면	224	2.7%
Other values (263)	4944	59.5%

Decimal Number

Value	Count	Frequency (%)
1	448	21.9%
2	304	14.8%
3	236	11.5%
4	207	10.1%
5	169	8.2%
7	159	7.8%
6	157	7.7%
0	151	7.4%
9	124	6.1%
8	94	4.6%

Uppercase Letter

Value	Count	Frequency (%)
B	4	40.0%
S	3	30.0%
A	2	20.0%
W	1	10.0%

Close Punctuation

Value	Count	Frequency (%)
)	475	99.8%
]	1	0.2%

Other Punctuation

Value	Count	Frequency (%)
,	173	99.4%
/	1	0.6%

Space Separator

Value	Count	Frequency (%)
	2685	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	475	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	157	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8305	58.0%
Common	6016	42.0%
Latin	10	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
충	546	6.6%
북	510	6.1%
리	417	5.0%
로	367	4.4%
청	326	3.9%
시	257	3.1%
주	256	3.1%
군	233	2.8%
구	225	2.7%
면	224	2.7%
Other values (263)	4944	59.5%

Common

Value	Count	Frequency (%)
	2685	44.6%
)	475	7.9%
(	475	7.9%
1	448	7.4%
2	304	5.1%
3	236	3.9%
4	207	3.4%
,	173	2.9%
5	169	2.8%
7	159	2.6%
Other values (7)	685	11.4%

Latin

Value	Count	Frequency (%)
B	4	40.0%
S	3	30.0%
A	2	20.0%
W	1	10.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8305	58.0%
ASCII	6026	42.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2685	44.6%
)	475	7.9%
(	475	7.9%
1	448	7.4%
2	304	5.0%
3	236	3.9%
4	207	3.4%
,	173	2.9%
5	169	2.8%
7	159	2.6%
Other values (11)	695	11.5%

Hangul

Value	Count	Frequency (%)
충	546	6.6%
북	510	6.1%
리	417	5.0%
로	367	4.4%
청	326	3.9%
시	257	3.1%
주	256	3.1%
군	233	2.8%
구	225	2.7%
면	224	2.7%
Other values (263)	4944	59.5%

전화번호
Text

MISSING

Distinct	973
Distinct (%)	99.8%
Missing	25
Missing (%)	2.5%
Memory size	7.9 KiB

Length

Max length	13
Median length	12
Mean length	11.997949
Min length	11

Characters and Unicode

Total characters	11698
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	971 ?
Unique (%)	99.6%

Sample

1st row	02-2018-5114
2nd row	02-3773-1114
3rd row	031-5185-4114
4th row	02-854-4700
5th row	01-522-5001

Value	Count	Frequency (%)
043-544-0800	2	0.2%
043-240-7700	2	0.2%
043-715-6910	1	0.1%
043-820-4333	1	0.1%
070-8288-6266	1	0.1%
043-881-1999	1	0.1%
043-277-5754	1	0.1%
043-853-0323	1	0.1%
02-2018-5114	1	0.1%
043-733-2686	1	0.1%
Other values (963)	963	98.8%

Most occurring characters

Value	Count	Frequency (%)
-	1950	16.7%
0	1891	16.2%
3	1488	12.7%
4	1167	10.0%
2	1038	8.9%
1	937	8.0%
8	777	6.6%
7	751	6.4%
5	687	5.9%
6	607	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9748	83.3%
Dash Punctuation	1950	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1891	19.4%
3	1488	15.3%
4	1167	12.0%
2	1038	10.6%
1	937	9.6%
8	777	8.0%
7	751	7.7%
5	687	7.0%
6	607	6.2%
9	405	4.2%

Dash Punctuation

Value	Count	Frequency (%)
-	1950	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11698	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	1950	16.7%
0	1891	16.2%
3	1488	12.7%
4	1167	10.0%
2	1038	8.9%
1	937	8.0%
8	777	6.6%
7	751	6.4%
5	687	5.9%
6	607	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11698	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	1950	16.7%
0	1891	16.2%
3	1488	12.7%
4	1167	10.0%
2	1038	8.9%
1	937	8.0%
8	777	6.6%
7	751	6.4%
5	687	5.9%
6	607	5.2%

업종구분
Text

Distinct	76
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Length

Max length	29
Median length	21
Mean length	14.919
Min length	6

Characters and Unicode

Total characters	14919
Distinct characters	162
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.3%

Sample

1st row	그 외 자동차용 신품 부품 제조업
2nd row	석유화학계 기초 화학물질 제조업
3rd row	기타 반도체소자 제조업
4th row	완제 의약품 제조업
5th row	그 외 기타 전기장비 제조업

Value	Count	Frequency (%)
제조업	930	21.1%
기타	370	8.4%
그	264	6.0%
외	264	6.0%
및	249	5.6%
분류	82	1.9%
안된	82	1.9%
기계	80	1.8%
신품	75	1.7%
화학제품	71	1.6%
Other values (143)	1944	44.1%

Most occurring characters

Value	Count	Frequency (%)
	3411	22.9%
제	1254	8.4%
업	1035	6.9%
조	1026	6.9%
기	742	5.0%
품	524	3.5%
용	403	2.7%
타	370	2.5%
외	269	1.8%
그	264	1.8%
Other values (152)	5621	37.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11434	76.6%
Space Separator	3411	22.9%
Other Punctuation	74	0.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
제	1254	11.0%
업	1035	9.1%
조	1026	9.0%
기	742	6.5%
품	524	4.6%
용	403	3.5%
타	370	3.2%
외	269	2.4%
그	264	2.3%
및	249	2.2%
Other values (150)	5298	46.3%

Space Separator

Value	Count	Frequency (%)
	3411	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	74	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11434	76.6%
Common	3485	23.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
제	1254	11.0%
업	1035	9.1%
조	1026	9.0%
기	742	6.5%
품	524	4.6%
용	403	3.5%
타	370	3.2%
외	269	2.4%
그	264	2.3%
및	249	2.2%
Other values (150)	5298	46.3%

Common

Value	Count	Frequency (%)
	3411	97.9%
,	74	2.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11434	76.6%
ASCII	3485	23.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3411	97.9%
,	74	2.1%

Hangul

Value	Count	Frequency (%)
제	1254	11.0%
업	1035	9.1%
조	1026	9.0%
기	742	6.5%
품	524	4.6%
용	403	3.5%
타	370	3.2%
외	269	2.4%
그	264	2.3%
및	249	2.2%
Other values (150)	5298	46.3%

주제품명
Text

MISSING

Distinct	908
Distinct (%)	92.7%
Missing	21
Missing (%)	2.1%
Memory size	7.9 KiB

Length

Max length	63
Median length	44
Mean length	14.113381
Min length	2

Characters and Unicode

Total characters	13817
Distinct characters	589
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	877 ?
Unique (%)	89.6%

Sample

1st row	자동차 3대 핵심모듈인 샤시모듈, 칵핏모듈, 프론트엔드모듈
2nd row	ABS, PC, EP, PE, PP, 합성고무, 아크릴, 가소제, SAP, PVC, BPA, 특수수지
3rd row	DRAM, NAND Flash, MCP 등
4th row	뷰티·웰빙·기타
5th row	태양광모듈 외

Value	Count	Frequency (%)
외	288	9.9%
등	209	7.2%
및	70	2.4%
화장품	39	1.3%
부품	30	1.0%
반도체	26	0.9%
자동차	25	0.9%
의약품	18	0.6%
건강기능식품	18	0.6%
접착제	18	0.6%
Other values (1642)	2170	74.5%

Most occurring characters

Value	Count	Frequency (%)
	1940	14.0%
,	698	5.1%
품	334	2.4%
기	316	2.3%
외	307	2.2%
제	279	2.0%
등	230	1.7%
장	214	1.5%
스	182	1.3%
용	169	1.2%
Other values (579)	9148	66.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9344	67.6%
Space Separator	1940	14.0%
Uppercase Letter	974	7.0%
Other Punctuation	741	5.4%
Lowercase Letter	459	3.3%
Open Punctuation	149	1.1%
Close Punctuation	149	1.1%
Decimal Number	41	0.3%
Dash Punctuation	17	0.1%
Connector Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
품	334	3.6%
기	316	3.4%
외	307	3.3%
제	279	3.0%
등	230	2.5%
장	214	2.3%
스	182	1.9%
용	169	1.8%
화	145	1.6%
자	145	1.6%
Other values (510)	7023	75.2%

Uppercase Letter

Value	Count	Frequency (%)
P	107	11.0%
C	90	9.2%
A	79	8.1%
S	77	7.9%
E	61	6.3%
L	59	6.1%
T	54	5.5%
R	53	5.4%
D	50	5.1%
I	48	4.9%
Other values (15)	296	30.4%

Lowercase Letter

Value	Count	Frequency (%)
e	56	12.2%
a	46	10.0%
i	42	9.2%
t	37	8.1%
r	37	8.1%
l	29	6.3%
n	29	6.3%
o	27	5.9%
c	21	4.6%
s	21	4.6%
Other values (14)	114	24.8%

Other Punctuation

Value	Count	Frequency (%)
,	698	94.2%
/	16	2.2%
;	15	2.0%
·	4	0.5%
.	3	0.4%
&	3	0.4%
'	2	0.3%

Decimal Number

Value	Count	Frequency (%)
2	12	29.3%
3	7	17.1%
4	6	14.6%
0	6	14.6%
1	6	14.6%
6	3	7.3%
5	1	2.4%

Space Separator

Value	Count	Frequency (%)
	1940	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	149	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	149	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	17	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9340	67.6%
Common	3040	22.0%
Latin	1433	10.4%
Han	4	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
품	334	3.6%
기	316	3.4%
외	307	3.3%
제	279	3.0%
등	230	2.5%
장	214	2.3%
스	182	1.9%
용	169	1.8%
화	145	1.6%
자	145	1.6%
Other values (509)	7019	75.1%

Latin

Value	Count	Frequency (%)
P	107	7.5%
C	90	6.3%
A	79	5.5%
S	77	5.4%
E	61	4.3%
L	59	4.1%
e	56	3.9%
T	54	3.8%
R	53	3.7%
D	50	3.5%
Other values (39)	747	52.1%

Common

Value	Count	Frequency (%)
	1940	63.8%
,	698	23.0%
(	149	4.9%
)	149	4.9%
-	17	0.6%
/	16	0.5%
;	15	0.5%
2	12	0.4%
3	7	0.2%
4	6	0.2%
Other values (10)	31	1.0%

Han

Value	Count	Frequency (%)
外	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9340	67.6%
ASCII	4468	32.3%
CJK	4	< 0.1%
None	4	< 0.1%
Punctuation	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1940	43.4%
,	698	15.6%
(	149	3.3%
)	149	3.3%
P	107	2.4%
C	90	2.0%
A	79	1.8%
S	77	1.7%
E	61	1.4%
L	59	1.3%
Other values (57)	1059	23.7%

Hangul

Value	Count	Frequency (%)
품	334	3.6%
기	316	3.4%
외	307	3.3%
제	279	3.0%
등	230	2.5%
장	214	2.3%
스	182	1.9%
용	169	1.8%
화	145	1.6%
자	145	1.6%
Other values (509)	7019	75.1%

CJK

Value	Count	Frequency (%)
外	4	100.0%

None

Value	Count	Frequency (%)
·	4	100.0%

Punctuation

Value	Count	Frequency (%)
’	1	100.0%

지역구분
Categorical

Distinct	13
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

충북 청주시	420
충북 음성군	201
충북 진천군	156
충북 충주시	64
충북 제천시	36
Other values (8)	123

Length

Max length	30
Median length	6
Mean length	5.916
Min length	2

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

1st row	충북 진천군
2nd row	충북 청주시
3rd row	충북 청주시
4th row	충북 제천시
5th row	충북 음성군

Common Values

Value	Count	Frequency (%)
충북 청주시	420	42.0%
충북 음성군	201	20.1%
충북 진천군	156	15.6%
충북 충주시	64	6.4%
충북 제천시	36	3.6%
충북 옥천군	34	3.4%
기타	27	2.7%
충북 보은군	18	1.8%
충북 괴산군	15	1.5%
충북 증평군	15	1.5%
Other values (3)	14	1.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
충북	973	49.3%
청주시	420	21.3%
음성군	201	10.2%
진천군	156	7.9%
충주시	64	3.2%
제천시	36	1.8%
옥천군	34	1.7%
기타	27	1.4%
보은군	18	0.9%
괴산군	15	0.8%
Other values (4)	29	1.5%

2017년이익잉여금
Real number (ℝ)

Distinct	991
Distinct (%)	100.0%
Missing	9
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	8.3698473 × 10¹⁰

Minimum	-2.03249 × 10¹¹
Maximum	2.57125 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	175
Negative (%)	17.5%
Memory size	8.9 KiB

Quantile statistics

Minimum	-2.03249 × 10¹¹
5-th percentile	-5.0885955 × 10⁹
Q1	1.18213 × 10⁸
median	1.217492 × 10⁹
Q3	6.132088 × 10⁹
95-th percentile	7.4643139 × 10¹⁰
Maximum	2.57125 × 10¹³
Range	2.5915749 × 10¹³
Interquartile range (IQR)	6.013875 × 10⁹

Descriptive statistics

Standard deviation	1.1323257 × 10¹²
Coefficient of variation (CV)	13.52863
Kurtosis	374.85244
Mean	8.3698473 × 10¹⁰
Median Absolute Deviation (MAD)	1.480492 × 10⁹
Skewness	18.746251
Sum	8.2945187 × 10¹³
Variance	1.2821614 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9248213000	1	0.1%
25990520000	1	0.1%
-76011045000	1	0.1%
1553178000	1	0.1%
2549284000	1	0.1%
646167000	1	0.1%
31303000	1	0.1%
5992202000	1	0.1%
-133715000	1	0.1%
-167565000	1	0.1%
Other values (981)	981	98.1%
(Missing)	9	0.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-203249000000	1	0.1%
-76011045000	1	0.1%
-74995751000	1	0.1%
-74589629000	1	0.1%
-68300809000	1	0.1%
-67085017000	1	0.1%
-66654356000	1	0.1%
-63453511000	1	0.1%
-46923037000	1	0.1%
-41621140000	1	0.1%

Value	Count	Frequency (%)
25712500000000	1	0.1%
19740100000000	1	0.1%
13188500000000	1	0.1%
5602970000000	1	0.1%
3104400000000	1	0.1%
2356720000000	1	0.1%
1448970000000	1	0.1%
1013410000000	1	0.1%
672355000000	1	0.1%
402086000000	1	0.1%

2018년이익잉여금
Real number (ℝ)

SKEWED

Distinct	998
Distinct (%)	100.0%
Missing	2
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.035691 × 10¹¹

Minimum	-9.1905202 × 10¹⁰
Maximum	4.03261 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	185
Negative (%)	18.5%
Memory size	8.9 KiB

Quantile statistics

Minimum	-9.1905202 × 10¹⁰
5-th percentile	-6.0485146 × 10⁹
Q1	1.59236 × 10⁸
median	1.3239475 × 10⁹
Q3	6.7282838 × 10⁹
95-th percentile	8.1820743 × 10¹⁰
Maximum	4.03261 × 10¹³
Range	4.0418005 × 10¹³
Interquartile range (IQR)	6.5690478 × 10⁹

Descriptive statistics

Standard deviation	1.5242847 × 10¹²
Coefficient of variation (CV)	14.717563
Kurtosis	529.10768
Mean	1.035691 × 10¹¹
Median Absolute Deviation (MAD)	1.82988 × 10⁹
Skewness	21.899882
Sum	1.0336196 × 10¹⁴
Variance	2.3234438 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4983501000	1	0.1%
458244000	1	0.1%
6060933000	1	0.1%
-39148000	1	0.1%
-642889000	1	0.1%
426021000	1	0.1%
428762000	1	0.1%
557549000	1	0.1%
871745000	1	0.1%
10620306000	1	0.1%
Other values (988)	988	98.8%
(Missing)	2	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-91905202000	1	0.1%
-85135888000	1	0.1%
-81842620000	1	0.1%
-78901369000	1	0.1%
-77615399000	1	0.1%
-72112735000	1	0.1%
-69527580000	1	0.1%
-68202275000	1	0.1%
-63413991000	1	0.1%
-53585054000	1	0.1%

Value	Count	Frequency (%)
40326100000000	1	0.1%
20930300000000	1	0.1%
14255600000000	1	0.1%
5460710000000	1	0.1%
3612820000000	1	0.1%
3211280000000	1	0.1%
1535120000000	1	0.1%
998995000000	1	0.1%
989054000000	1	0.1%
710608000000	1	0.1%

2019년이익잉여금
Real number (ℝ)

SKEWED UNIQUE

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.054954 × 10¹¹

Minimum	-9.4402358 × 10¹⁰
Maximum	4.06877 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	173
Negative (%)	17.3%
Memory size	8.9 KiB

Quantile statistics

Minimum	-9.4402358 × 10¹⁰
5-th percentile	-6.3838879 × 10⁹
Q1	2.329265 × 10⁸
median	1.5256965 × 10⁹
Q3	7.5847238 × 10⁹
95-th percentile	9.5842514 × 10¹⁰
Maximum	4.06877 × 10¹³
Range	4.0782102 × 10¹³
Interquartile range (IQR)	7.3517972 × 10⁹

Descriptive statistics

Standard deviation	1.5438348 × 10¹²
Coefficient of variation (CV)	14.634144
Kurtosis	525.46128
Mean	1.054954 × 10¹¹
Median Absolute Deviation (MAD)	2.008514 × 10⁹
Skewness	21.876561
Sum	1.054954 × 10¹⁴
Variance	2.383426 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21993600000000	1	0.1%
-1108269000	1	0.1%
6391224000	1	0.1%
159338000	1	0.1%
-430590000	1	0.1%
126538000	1	0.1%
553064000	1	0.1%
2416240000	1	0.1%
612299000	1	0.1%
10477317000	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-94402358000	1	0.1%
-93997871000	1	0.1%
-88425897000	1	0.1%
-77181400000	1	0.1%
-74835152000	1	0.1%
-73174335000	1	0.1%
-68838824000	1	0.1%
-68046727000	1	0.1%
-64911002000	1	0.1%
-61360670000	1	0.1%

Value	Count	Frequency (%)
40687700000000	1	0.1%
21993600000000	1	0.1%
14111600000000	1	0.1%
5006110000000	1	0.1%
3475670000000	1	0.1%
3078600000000	1	0.1%
1676920000000	1	0.1%
955468000000	1	0.1%
933813000000	1	0.1%
704889000000	1	0.1%

2020년이익잉여금
Real number (ℝ)

SKEWED

Distinct	999
Distinct (%)	100.0%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.1338756 × 10¹¹

Minimum	-1.1561 × 10¹¹
Maximum	4.42217 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	172
Negative (%)	17.2%
Memory size	8.9 KiB

Quantile statistics

Minimum	-1.1561 × 10¹¹
5-th percentile	-8.4280289 × 10⁹
Q1	2.950935 × 10⁸
median	1.745077 × 10⁹
Q3	8.4229175 × 10⁹
95-th percentile	1.077847 × 10¹¹
Maximum	4.42217 × 10¹³
Range	4.433731 × 10¹³
Interquartile range (IQR)	8.127824 × 10⁹

Descriptive statistics

Standard deviation	1.6543043 × 10¹²
Coefficient of variation (CV)	14.589821
Kurtosis	547.46996
Mean	1.1338756 × 10¹¹
Median Absolute Deviation (MAD)	2.225182 × 10⁹
Skewness	22.286177
Sum	1.1327418 × 10¹⁴
Variance	2.7367228 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22849400000000	1	0.1%
-1043460000	1	0.1%
6855749000	1	0.1%
349140000	1	0.1%
-129338000	1	0.1%
473140000	1	0.1%
712476000	1	0.1%
2478155000	1	0.1%
-224868000	1	0.1%
12657508000	1	0.1%
Other values (989)	989	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-115610000000	1	0.1%
-103736000000	1	0.1%
-95284371000	1	0.1%
-93058237000	1	0.1%
-82403926000	1	0.1%
-76137428000	1	0.1%
-75664082000	1	0.1%
-75663347000	1	0.1%
-71578664000	1	0.1%
-69540378000	1	0.1%

Value	Count	Frequency (%)
44221700000000	1	0.1%
22849400000000	1	0.1%
13891100000000	1	0.1%
6018120000000	1	0.1%
4149580000000	1	0.1%
3356390000000	1	0.1%
1786040000000	1	0.1%
1242300000000	1	0.1%
956062000000	1	0.1%
755297000000	1	0.1%

2021년이익잉여금
Real number (ℝ)

MISSING SKEWED

Distinct	906
Distinct (%)	100.0%
Missing	94
Missing (%)	9.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.4024465 × 10¹¹

Minimum	-1.81828 × 10¹¹
Maximum	5.29769 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	152
Negative (%)	15.2%
Memory size	8.9 KiB

Quantile statistics

Minimum	-1.81828 × 10¹¹
5-th percentile	-9.523998 × 10⁹
Q1	3.638885 × 10⁸
median	2.1970815 × 10⁹
Q3	1.1778439 × 10¹⁰
95-th percentile	1.3598825 × 10¹¹
Maximum	5.29769 × 10¹³
Range	5.3158728 × 10¹³
Interquartile range (IQR)	1.1414551 × 10¹⁰

Descriptive statistics

Standard deviation	2.0134095 × 10¹²
Coefficient of variation (CV)	14.356408
Kurtosis	549.40683
Mean	1.4024465 × 10¹¹
Median Absolute Deviation (MAD)	2.8834025 × 10⁹
Skewness	22.333394
Sum	1.2706166 × 10¹⁴
Variance	4.0538177 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
275240000	1	0.1%
545181000	1	0.1%
2395674000	1	0.1%
197598000	1	0.1%
1273304000	1	0.1%
1893889000	1	0.1%
338843000	1	0.1%
663813000	1	0.1%
2417297000	1	0.1%
1842670000	1	0.1%
Other values (896)	896	89.6%
(Missing)	94	9.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-181828000000	1	0.1%
-115834000000	1	0.1%
-106161000000	1	0.1%
-90522707000	1	0.1%
-84679005000	1	0.1%
-75626030000	1	0.1%
-73903895000	1	0.1%
-73379376000	1	0.1%
-58140616000	1	0.1%
-56317535000	1	0.1%

Value	Count	Frequency (%)
52976900000000	1	0.1%
23708100000000	1	0.1%
15658300000000	1	0.1%
4981810000000	1	0.1%
4940120000000	1	0.1%
3582710000000	1	0.1%
1886260000000	1	0.1%
1515020000000	1	0.1%
881728000000	1	0.1%
829993000000	1	0.1%

2017년매출액
Real number (ℝ)

MISSING

Distinct	981
Distinct (%)	100.0%
Missing	19
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.5464655 × 10¹¹

Minimum	660000
Maximum	3.19665 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	660000
5-th percentile	2.91054 × 10⁸
Q1	2.003189 × 10⁹
median	7.12969 × 10⁹
Q3	2.4041159 × 10¹⁰
95-th percentile	2.24366 × 10¹¹
Maximum	3.19665 × 10¹³
Range	3.1966499 × 10¹³
Interquartile range (IQR)	2.203797 × 10¹⁰

Descriptive statistics

Standard deviation	1.677666 × 10¹²
Coefficient of variation (CV)	10.848389
Kurtosis	270.60745
Mean	1.5464655 × 10¹¹
Median Absolute Deviation (MAD)	6.042972 × 10⁹
Skewness	16.08646
Sum	1.5170827 × 10¹⁴
Variance	2.8145633 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5466766000	1	0.1%
28728765000	1	0.1%
1727297000	1	0.1%
64876536000	1	0.1%
82228320000	1	0.1%
2657681000	1	0.1%
18396324000	1	0.1%
1814679000	1	0.1%
5523998000	1	0.1%
46820303000	1	0.1%
Other values (971)	971	97.1%
(Missing)	19	1.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
660000	1	0.1%
727000	1	0.1%
1909000	1	0.1%
2663000	1	0.1%
2701000	1	0.1%
2727000	1	0.1%
15159000	1	0.1%
16290000	1	0.1%
19548000	1	0.1%
25364000	1	0.1%

Value	Count	Frequency (%)
31966500000000	1	0.1%
29718900000000	1	0.1%
20880200000000	1	0.1%
19417700000000	1	0.1%
5267130000000	1	0.1%
3965440000000	1	0.1%
2320500000000	1	0.1%
1446350000000	1	0.1%
1200000000000	1	0.1%
1159460000000	1	0.1%

2018년매출액
Real number (ℝ)

Distinct	997
Distinct (%)	100.0%
Missing	3
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.6889861 × 10¹¹

Minimum	11129000
Maximum	4.03247 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	11129000
5-th percentile	3.891326 × 10⁸
Q1	2.291053 × 10⁹
median	7.520456 × 10⁹
Q3	2.5766282 × 10¹⁰
95-th percentile	2.345668 × 10¹¹
Maximum	4.03247 × 10¹³
Range	4.0324689 × 10¹³
Interquartile range (IQR)	2.3475229 × 10¹⁰

Descriptive statistics

Standard deviation	1.8845891 × 10¹²
Coefficient of variation (CV)	11.158109
Kurtosis	305.27799
Mean	1.6889861 × 10¹¹
Median Absolute Deviation (MAD)	6.305423 × 10⁹
Skewness	16.886501
Sum	1.6839192 × 10¹⁴
Variance	3.5516762 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9856044000	1	0.1%
1606052000	1	0.1%
17166317000	1	0.1%
51290805000	1	0.1%
3674068000	1	0.1%
208510000	1	0.1%
66733000	1	0.1%
3060296000	1	0.1%
6939579000	1	0.1%
8295504000	1	0.1%
Other values (987)	987	98.7%
(Missing)	3	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11129000	1	0.1%
18963000	1	0.1%
51426000	1	0.1%
54936000	1	0.1%
58943000	1	0.1%
66733000	1	0.1%
67700000	1	0.1%
72000000	1	0.1%
76919000	1	0.1%
97890000	1	0.1%

Value	Count	Frequency (%)
40324700000000	1	0.1%
29982000000000	1	0.1%
23315300000000	1	0.1%
20517200000000	1	0.1%
6045730000000	1	0.1%
3997660000000	1	0.1%
2395500000000	1	0.1%
1633520000000	1	0.1%
1328250000000	1	0.1%
1196670000000	1	0.1%

2019년매출액
Real number (ℝ)

UNIQUE

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5386599 × 10¹¹

Minimum	34309000
Maximum	2.86545 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	34309000
5-th percentile	5.0373505 × 10⁸
Q1	2.48823 × 10⁹
median	8.117801 × 10⁹
Q3	2.4969296 × 10¹⁰
95-th percentile	2.2668625 × 10¹¹
Maximum	2.86545 × 10¹³
Range	2.8654466 × 10¹³
Interquartile range (IQR)	2.2481066 × 10¹⁰

Descriptive statistics

Standard deviation	1.5814508 × 10¹²
Coefficient of variation (CV)	10.278105
Kurtosis	244.46088
Mean	1.5386599 × 10¹¹
Median Absolute Deviation (MAD)	6.798721 × 10⁹
Skewness	15.427925
Sum	1.5386599 × 10¹⁴
Variance	2.5009865 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22624700000000	1	0.1%
1012095000	1	0.1%
58889318000	1	0.1%
4257974000	1	0.1%
881825000	1	0.1%
1251640000	1	0.1%
1743121000	1	0.1%
7124149000	1	0.1%
1811906000	1	0.1%
15474703000	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
34309000	1	0.1%
55293000	1	0.1%
58922000	1	0.1%
66544000	1	0.1%
72150000	1	0.1%
77122000	1	0.1%
93421000	1	0.1%
94750000	1	0.1%
104557000	1	0.1%
112982000	1	0.1%

Value	Count	Frequency (%)
28654500000000	1	0.1%
25320800000000	1	0.1%
22624700000000	1	0.1%
21809600000000	1	0.1%
5882530000000	1	0.1%
3382300000000	1	0.1%
2531010000000	1	0.1%
1741410000000	1	0.1%
1403680000000	1	0.1%
1300790000000	1	0.1%

2020년매출액
Real number (ℝ)

UNIQUE

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5924486 × 10¹¹

Minimum	36710000
Maximum	3.0525 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	36710000
5-th percentile	5.3645205 × 10⁸
Q1	2.6240092 × 10⁹
median	8.3029045 × 10⁹
Q3	2.7227091 × 10¹⁰
95-th percentile	2.4131895 × 10¹¹
Maximum	3.0525 × 10¹³
Range	3.0524963 × 10¹³
Interquartile range (IQR)	2.4603082 × 10¹⁰

Descriptive statistics

Standard deviation	1.6060413 × 10¹²
Coefficient of variation (CV)	10.085357
Kurtosis	249.73292
Mean	1.5924486 × 10¹¹
Median Absolute Deviation (MAD)	7.0048415 × 10⁹
Skewness	15.475485
Sum	1.5924486 × 10¹⁴
Variance	2.5793685 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22954500000000	1	0.1%
1631573000	1	0.1%
50105970000	1	0.1%
4286119000	1	0.1%
1453072000	1	0.1%
979046000	1	0.1%
3072093000	1	0.1%
7067428000	1	0.1%
724294000	1	0.1%
12577121000	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36710000	1	0.1%
46125000	1	0.1%
65193000	1	0.1%
77360000	1	0.1%
98893000	1	0.1%
130976000	1	0.1%
138775000	1	0.1%
143550000	1	0.1%
145487000	1	0.1%
149043000	1	0.1%

Value	Count	Frequency (%)
30525000000000	1	0.1%
24735800000000	1	0.1%
22954500000000	1	0.1%
20830000000000	1	0.1%
5980830000000	1	0.1%
5717320000000	1	0.1%
2592550000000	1	0.1%
1894780000000	1	0.1%
1370030000000	1	0.1%
1333570000000	1	0.1%

2021년매출액
Real number (ℝ)

MISSING

Distinct	907
Distinct (%)	100.0%
Missing	93
Missing (%)	9.3%
Infinite	0
Infinite (%)	0.0%
Mean	2.0474023 × 10¹¹

Minimum	1669000
Maximum	4.15573 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1669000
5-th percentile	6.300141 × 10⁸
Q1	3.3310335 × 10⁹
median	1.1562959 × 10¹⁰
Q3	3.6030657 × 10¹⁰
95-th percentile	2.979122 × 10¹¹
Maximum	4.15573 × 10¹³
Range	4.1557298 × 10¹³
Interquartile range (IQR)	3.2699624 × 10¹⁰

Descriptive statistics

Standard deviation	2.0382333 × 10¹²
Coefficient of variation (CV)	9.9552163
Kurtosis	268.45827
Mean	2.0474023 × 10¹¹
Median Absolute Deviation (MAD)	9.654615 × 10⁹
Skewness	15.760903
Sum	1.8569939 × 10¹⁴
Variance	4.1543948 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1499067000	1	0.1%
828561000	1	0.1%
8110471000	1	0.1%
1643560000	1	0.1%
13419820000	1	0.1%
47129693000	1	0.1%
1177794000	1	0.1%
4627902000	1	0.1%
5897989000	1	0.1%
2821293000	1	0.1%
Other values (897)	897	89.7%
(Missing)	93	9.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1669000	1	0.1%
12100000	1	0.1%
76876000	1	0.1%
78274000	1	0.1%
91124000	1	0.1%
106760000	1	0.1%
107733000	1	0.1%
136398000	1	0.1%
146398000	1	0.1%
158519000	1	0.1%

Value	Count	Frequency (%)
41557300000000	1	0.1%
27778000000000	1	0.1%
27328600000000	1	0.1%
20471000000000	1	0.1%
7395680000000	1	0.1%
6796070000000	1	0.1%
2814650000000	1	0.1%
2022220000000	1	0.1%
1638770000000	1	0.1%
1486140000000	1	0.1%

2017년자본총계
Real number (ℝ)

Distinct	994
Distinct (%)	100.0%
Missing	6
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.1262518 × 10¹¹

Minimum	-5.326903 × 10¹⁰
Maximum	3.27719 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	40
Negative (%)	4.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	-5.326903 × 10¹⁰
5-th percentile	30544350
Q1	7.1172775 × 10⁸
median	2.671389 × 10⁹
Q3	1.1311623 × 10¹⁰
95-th percentile	1.4427145 × 10¹¹
Maximum	3.27719 × 10¹³
Range	3.2825169 × 10¹³
Interquartile range (IQR)	1.0599896 × 10¹⁰

Descriptive statistics

Standard deviation	1.3779772 × 10¹²
Coefficient of variation (CV)	12.235072
Kurtosis	390.74939
Mean	1.1262518 × 10¹¹
Median Absolute Deviation (MAD)	2.4159975 × 10⁹
Skewness	18.848906
Sum	1.1194943 × 10¹⁴
Variance	1.8988211 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5917687000	1	0.1%
1603178000	1	0.1%
3875509000	1	0.1%
796167000	1	0.1%
14017312000	1	0.1%
11599174000	1	0.1%
578580000	1	0.1%
-147565000	1	0.1%
1200976000	1	0.1%
633391000	1	0.1%
Other values (984)	984	98.4%
(Missing)	6	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-53269030000	1	0.1%
-32810729000	1	0.1%
-13384416000	1	0.1%
-8643803000	1	0.1%
-5685133000	1	0.1%
-5632803000	1	0.1%
-4927220000	1	0.1%
-4745599000	1	0.1%
-4369622000	1	0.1%
-3747405000	1	0.1%

Value	Count	Frequency (%)
32771900000000	1	0.1%
21232900000000	1	0.1%
15505500000000	1	0.1%
9544860000000	1	0.1%
4697830000000	1	0.1%
3260210000000	1	0.1%
1630610000000	1	0.1%
1043130000000	1	0.1%
1032620000000	1	0.1%
882640000000	1	0.1%

2018년자본총계
Real number (ℝ)

SKEWED

Distinct	998
Distinct (%)	99.9%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.3144114 × 10¹¹

Minimum	-8.355071 × 10⁹
Maximum	4.56609 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	37
Negative (%)	3.7%
Memory size	8.9 KiB

Quantile statistics

Minimum	-8.355071 × 10⁹
5-th percentile	70869500
Q1	8.680185 × 10⁸
median	3.066345 × 10⁹
Q3	1.2292072 × 10¹⁰
95-th percentile	1.532559 × 10¹¹
Maximum	4.56609 × 10¹³
Range	4.5669255 × 10¹³
Interquartile range (IQR)	1.1424054 × 10¹⁰

Descriptive statistics

Standard deviation	1.7311571 × 10¹²
Coefficient of variation (CV)	13.170589
Kurtosis	516.00275
Mean	1.3144114 × 10¹¹
Median Absolute Deviation (MAD)	2.729291 × 10⁹
Skewness	21.456715
Sum	1.3130969 × 10¹⁴
Variance	2.996905 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180860000000	2	0.2%
22406400000000	1	0.1%
834411000	1	0.1%
11667905000	1	0.1%
673147000	1	0.1%
-131889000	1	0.1%
676021000	1	0.1%
818762000	1	0.1%
2925215000	1	0.1%
991745000	1	0.1%
Other values (988)	988	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-8355071000	1	0.1%
-5892409000	1	0.1%
-5888230000	1	0.1%
-5522063000	1	0.1%
-5283559000	1	0.1%
-5172444000	1	0.1%
-5052215000	1	0.1%
-4435510000	1	0.1%
-3146853000	1	0.1%
-3075252000	1	0.1%

Value	Count	Frequency (%)
45660900000000	1	0.1%
22406400000000	1	0.1%
16549900000000	1	0.1%
9362880000000	1	0.1%
5151290000000	1	0.1%
4761320000000	1	0.1%
1710820000000	1	0.1%
1129030000000	1	0.1%
1056300000000	1	0.1%
930690000000	1	0.1%

2019년자본총계
Real number (ℝ)

SKEWED UNIQUE

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3529957 × 10¹¹

Minimum	-1.207927 × 10¹⁰
Maximum	4.60369 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	31
Negative (%)	3.1%
Memory size	8.9 KiB

Quantile statistics

Minimum	-1.207927 × 10¹⁰
5-th percentile	1.1597655 × 10⁸
Q1	1.022099 × 10⁹
median	3.5456655 × 10⁹
Q3	1.2524865 × 10¹⁰
95-th percentile	1.622943 × 10¹¹
Maximum	4.60369 × 10¹³
Range	4.6048979 × 10¹³
Interquartile range (IQR)	1.1502766 × 10¹⁰

Descriptive statistics

Standard deviation	1.7499583 × 10¹²
Coefficient of variation (CV)	12.933953
Kurtosis	513.5453
Mean	1.3529957 × 10¹¹
Median Absolute Deviation (MAD)	3.108363 × 10⁹
Skewness	21.440012
Sum	1.3529957 × 10¹⁴
Variance	3.062354 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23406300000000	1	0.1%
1239785000	1	0.1%
11998196000	1	0.1%
871633000	1	0.1%
236410000	1	0.1%
376538000	1	0.1%
943064000	1	0.1%
4243420000	1	0.1%
732299000	1	0.1%
10830277000	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-12079270000	1	0.1%
-6002630000	1	0.1%
-5647394000	1	0.1%
-5361869000	1	0.1%
-5170040000	1	0.1%
-5040519000	1	0.1%
-4940572000	1	0.1%
-4821482000	1	0.1%
-4738446000	1	0.1%
-3731358000	1	0.1%

Value	Count	Frequency (%)
46036900000000	1	0.1%
23406300000000	1	0.1%
16460200000000	1	0.1%
8893330000000	1	0.1%
5015670000000	1	0.1%
4634670000000	1	0.1%
1898360000000	1	0.1%
1250000000000	1	0.1%
1083100000000	1	0.1%
1049300000000	1	0.1%

2020년자본총계
Real number (ℝ)

SKEWED UNIQUE

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4601908 × 10¹¹

Minimum	-1.2750346 × 10¹⁰
Maximum	4.95743 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	32
Negative (%)	3.2%
Memory size	8.9 KiB

Quantile statistics

Minimum	-1.2750346 × 10¹⁰
5-th percentile	1.312263 × 10⁸
Q1	1.2076935 × 10⁹
median	3.836777 × 10⁹
Q3	1.4309008 × 10¹⁰
95-th percentile	1.7637465 × 10¹¹
Maximum	4.95743 × 10¹³
Range	4.958705 × 10¹³
Interquartile range (IQR)	1.3101314 × 10¹⁰

Descriptive statistics

Standard deviation	1.8663658 × 10¹²
Coefficient of variation (CV)	12.781657
Kurtosis	527.20207
Mean	1.4601908 × 10¹¹
Median Absolute Deviation (MAD)	3.33057 × 10⁹
Skewness	21.67363
Sum	1.4601908 × 10¹⁴
Variance	3.4833212 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24091300000000	1	0.1%
1304594000	1	0.1%
12462721000	1	0.1%
1061435000	1	0.1%
1235806000	1	0.1%
723140000	1	0.1%
1102476000	1	0.1%
4305335000	1	0.1%
-104868000	1	0.1%
13009922000	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-12750346000	1	0.1%
-8612067000	1	0.1%
-6872555000	1	0.1%
-6660628000	1	0.1%
-5825835000	1	0.1%
-5738820000	1	0.1%
-5421414000	1	0.1%
-4735721000	1	0.1%
-4548250000	1	0.1%
-3284335000	1	0.1%

Value	Count	Frequency (%)
49574300000000	1	0.1%
24091300000000	1	0.1%
16963500000000	1	0.1%
9921730000000	1	0.1%
5724220000000	1	0.1%
4922990000000	1	0.1%
2108760000000	1	0.1%
2013510000000	1	0.1%
1385970000000	1	0.1%
1327800000000	1	0.1%

2021년자본총계
Real number (ℝ)

MISSING SKEWED

Distinct	907
Distinct (%)	100.0%
Missing	93
Missing (%)	9.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.7882765 × 10¹¹

Minimum	-1.1761051 × 10¹⁰
Maximum	5.87376 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	30
Negative (%)	3.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	-1.1761051 × 10¹⁰
5-th percentile	1.364233 × 10⁸
Q1	1.4304175 × 10⁹
median	4.913214 × 10⁹
Q3	1.8980742 × 10¹⁰
95-th percentile	2.273052 × 10¹¹
Maximum	5.87376 × 10¹³
Range	5.8749361 × 10¹³
Interquartile range (IQR)	1.7550324 × 10¹⁰

Descriptive statistics

Standard deviation	2.2450894 × 10¹²
Coefficient of variation (CV)	12.554487
Kurtosis	532.42144
Mean	1.7882765 × 10¹¹
Median Absolute Deviation (MAD)	4.35567 × 10⁹
Skewness	21.800877
Sum	1.6219668 × 10¹⁴
Variance	5.0404262 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
378240000	1	0.1%
715181000	1	0.1%
2660674000	1	0.1%
377598000	1	0.1%
1493304000	1	0.1%
5607488000	1	0.1%
348843000	1	0.1%
1063813000	1	0.1%
2516617000	1	0.1%
2148900000	1	0.1%
Other values (897)	897	89.7%
(Missing)	93	9.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-11761051000	1	0.1%
-9703013000	1	0.1%
-7261791000	1	0.1%
-7163584000	1	0.1%
-6435376000	1	0.1%
-5757441000	1	0.1%
-5353129000	1	0.1%
-3801124000	1	0.1%
-3227229000	1	0.1%
-2950218000	1	0.1%

Value	Count	Frequency (%)
58737600000000	1	0.1%
24578900000000	1	0.1%
18784900000000	1	0.1%
8890260000000	1	0.1%
7842630000000	1	0.1%
5133510000000	1	0.1%
2113420000000	1	0.1%
1658860000000	1	0.1%
1654600000000	1	0.1%
1225450000000	1	0.1%

2017년부채총계
Real number (ℝ)

Distinct	993
Distinct (%)	100.0%
Missing	7
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	6.7602323 × 10¹⁰

Minimum	120000
Maximum	1.86149 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	120000
5-th percentile	1.710114 × 10⁸
Q1	1.101999 × 10⁹
median	3.439178 × 10⁹
Q3	1.2233881 × 10¹⁰
95-th percentile	9.6687423 × 10¹⁰
Maximum	1.86149 × 10¹³
Range	1.86149 × 10¹³
Interquartile range (IQR)	1.1131882 × 10¹⁰

Descriptive statistics

Standard deviation	7.463896 × 10¹¹
Coefficient of variation (CV)	11.040887
Kurtosis	445.2833
Mean	6.7602323 × 10¹⁰
Median Absolute Deviation (MAD)	2.983178 × 10⁹
Skewness	19.946557
Sum	6.7129107 × 10¹³
Variance	5.5709744 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
277204000	1	0.1%
94038693000	1	0.1%
911396000	1	0.1%
4100898000	1	0.1%
2332836000	1	0.1%
5020706000	1	0.1%
23239174000	1	0.1%
1432781000	1	0.1%
434730000	1	0.1%
2026683000	1	0.1%
Other values (983)	983	98.3%
(Missing)	7	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
120000	1	0.1%
272000	1	0.1%
815000	1	0.1%
1945000	1	0.1%
2640000	1	0.1%
3440000	1	0.1%
5444000	1	0.1%
15853000	1	0.1%
16634000	1	0.1%
21606000	1	0.1%

Value	Count	Frequency (%)
18614900000000	1	0.1%
11541000000000	1	0.1%
5642600000000	1	0.1%
4129480000000	1	0.1%
3939400000000	1	0.1%
2785780000000	1	0.1%
1107260000000	1	0.1%
723616000000	1	0.1%
693184000000	1	0.1%
563804000000	1	0.1%

2018년부채총계
Real number (ℝ)

Distinct	999
Distinct (%)	100.0%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	7.4231671 × 10¹⁰

Minimum	6360000
Maximum	1.85026 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	6360000
5-th percentile	2.493159 × 10⁸
Q1	1.316812 × 10⁹
median	3.660373 × 10⁹
Q3	1.2295204 × 10¹⁰
95-th percentile	1.030466 × 10¹¹
Maximum	1.85026 × 10¹³
Range	1.8502594 × 10¹³
Interquartile range (IQR)	1.0978392 × 10¹⁰

Descriptive statistics

Standard deviation	8.2157327 × 10¹¹
Coefficient of variation (CV)	11.067692
Kurtosis	378.95825
Mean	7.4231671 × 10¹⁰
Median Absolute Deviation (MAD)	3.028826 × 10⁹
Skewness	18.71528
Sum	7.4157439 × 10¹³
Variance	6.7498264 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4771400000000	1	0.1%
3107917000	1	0.1%
13726803000	1	0.1%
23179182000	1	0.1%
1446306000	1	0.1%
1148791000	1	0.1%
1172483000	1	0.1%
1528738000	1	0.1%
8081591000	1	0.1%
2634710000	1	0.1%
Other values (989)	989	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6360000	1	0.1%
11692000	1	0.1%
12886000	1	0.1%
27596000	1	0.1%
29648000	1	0.1%
44641000	1	0.1%
45397000	1	0.1%
46257000	1	0.1%
53052000	1	0.1%
101655000	1	0.1%

Value	Count	Frequency (%)
18502600000000	1	0.1%
15319700000000	1	0.1%
7180670000000	1	0.1%
4771400000000	1	0.1%
3828200000000	1	0.1%
2669300000000	1	0.1%
1202850000000	1	0.1%
770091000000	1	0.1%
645506000000	1	0.1%
557849000000	1	0.1%

2019년부채총계
Real number (ℝ)

UNIQUE

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.1889988 × 10¹⁰

Minimum	8900000
Maximum	1.85816 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	8900000
5-th percentile	3.5973245 × 10⁸
Q1	1.5037332 × 10⁹
median	4.00849 × 10⁹
Q3	1.4151926 × 10¹⁰
95-th percentile	1.221404 × 10¹¹
Maximum	1.85816 × 10¹³
Range	1.8581591 × 10¹³
Interquartile range (IQR)	1.2648193 × 10¹⁰

Descriptive statistics

Standard deviation	8.3326971 × 10¹¹
Coefficient of variation (CV)	10.175477
Kurtosis	317.10742
Mean	8.1889988 × 10¹⁰
Median Absolute Deviation (MAD)	3.2184575 × 10⁹
Skewness	16.873187
Sum	8.1889988 × 10¹³
Variance	6.9433841 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6394000000000	1	0.1%
6936757000	1	0.1%
20953396000	1	0.1%
1246072000	1	0.1%
1174164000	1	0.1%
1287276000	1	0.1%
1344868000	1	0.1%
5235953000	1	0.1%
2650619000	1	0.1%
6333210000	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8900000	1	0.1%
8946000	1	0.1%
9994000	1	0.1%
72129000	1	0.1%
73053000	1	0.1%
74215000	1	0.1%
79654000	1	0.1%
99029000	1	0.1%
99463000	1	0.1%
108010000	1	0.1%

Value	Count	Frequency (%)
18581600000000	1	0.1%
12132000000000	1	0.1%
10566900000000	1	0.1%
6394000000000	1	0.1%
6042720000000	1	0.1%
3228930000000	1	0.1%
1610070000000	1	0.1%
788993000000	1	0.1%
693077000000	1	0.1%
686525000000	1	0.1%

2020년부채총계
Real number (ℝ)

UNIQUE

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.8984515 × 10¹⁰

Minimum	1565000
Maximum	1.97783 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1565000
5-th percentile	4.12247 × 10⁸
Q1	1.826113 × 10⁹
median	4.698474 × 10⁹
Q3	1.5932243 × 10¹⁰
95-th percentile	1.2594405 × 10¹¹
Maximum	1.97783 × 10¹³
Range	1.9778298 × 10¹³
Interquartile range (IQR)	1.410613 × 10¹⁰

Descriptive statistics

Standard deviation	8.8581774 × 10¹¹
Coefficient of variation (CV)	9.9547403
Kurtosis	328.76371
Mean	8.8984515 × 10¹⁰
Median Absolute Deviation (MAD)	3.73042 × 10⁹
Skewness	17.141949
Sum	8.8984515 × 10¹³
Variance	7.8467307 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7150180000000	1	0.1%
7208163000	1	0.1%
20355758000	1	0.1%
1111502000	1	0.1%
1459708000	1	0.1%
1123852000	1	0.1%
1240328000	1	0.1%
5537005000	1	0.1%
2877048000	1	0.1%
2630958000	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1565000	1	0.1%
8196000	1	0.1%
8740000	1	0.1%
28667000	1	0.1%
88378000	1	0.1%
118057000	1	0.1%
123871000	1	0.1%
136235000	1	0.1%
148430000	1	0.1%
151902000	1	0.1%

Value	Count	Frequency (%)
19778300000000	1	0.1%
14496700000000	1	0.1%
8886650000000	1	0.1%
7150180000000	1	0.1%
4902190000000	1	0.1%
4615800000000	1	0.1%
2522730000000	1	0.1%
1325170000000	1	0.1%
924909000000	1	0.1%
871640000000	1	0.1%

2021년부채총계
Real number (ℝ)

MISSING

Distinct	907
Distinct (%)	100.0%
Missing	93
Missing (%)	9.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.2426026 × 10¹¹

Minimum	5672000
Maximum	2.62349 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	5672000
5-th percentile	4.629082 × 10⁸
Q1	2.2584065 × 10⁹
median	5.884207 × 10⁹
Q3	2.015434 × 10¹⁰
95-th percentile	1.85221 × 10¹¹
Maximum	2.62349 × 10¹³
Range	2.6234894 × 10¹³
Interquartile range (IQR)	1.7895933 × 10¹⁰

Descriptive statistics

Standard deviation	1.2514146 × 10¹²
Coefficient of variation (CV)	10.070915
Kurtosis	301.73715
Mean	1.2426026 × 10¹¹
Median Absolute Deviation (MAD)	4.727945 × 10⁹
Skewness	16.546848
Sum	1.1270406 × 10¹⁴
Variance	1.5660385 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1370739000	1	0.1%
1904524000	1	0.1%
2952194000	1	0.1%
690434000	1	0.1%
4865461000	1	0.1%
17816747000	1	0.1%
1012641000	1	0.1%
1166744000	1	0.1%
4753405000	1	0.1%
2323971000	1	0.1%
Other values (897)	897	89.7%
(Missing)	93	9.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5672000	1	0.1%
7139000	1	0.1%
8993000	1	0.1%
21924000	1	0.1%
34456000	1	0.1%
34576000	1	0.1%
47766000	1	0.1%
55920000	1	0.1%
119032000	1	0.1%
174943000	1	0.1%

Value	Count	Frequency (%)
26234900000000	1	0.1%
20703300000000	1	0.1%
12144300000000	1	0.1%
7997300000000	1	0.1%
7467430000000	1	0.1%
5478310000000	1	0.1%
2852750000000	1	0.1%
1581790000000	1	0.1%
860951000000	1	0.1%
839050000000	1	0.1%

2017년매출액영업이익률
Real number (ℝ)

MISSING SKEWED

Distinct	776
Distinct (%)	82.6%
Missing	61
Missing (%)	6.1%
Infinite	0
Infinite (%)	0.0%
Mean	-33.808765

Minimum	-16309.22
Maximum	65.31
Zeros	1
Zeros (%)	0.1%
Negative	185
Negative (%)	18.5%
Memory size	8.9 KiB

Quantile statistics

Minimum	-16309.22
5-th percentile	-34.227
Q1	1.26
median	4.86
Q3	9.345
95-th percentile	21.824
Maximum	65.31
Range	16374.53
Interquartile range (IQR)	8.085

Descriptive statistics

Standard deviation	609.11082
Coefficient of variation (CV)	-18.016359
Kurtosis	581.57093
Mean	-33.808765
Median Absolute Deviation (MAD)	4.1
Skewness	-23.203427
Sum	-31746.43
Variance	371016
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.19	4	0.4%
6.26	4	0.4%
0.76	4	0.4%
4.03	4	0.4%
7.16	4	0.4%
4.57	3	0.3%
8.61	3	0.3%
4.33	3	0.3%
7.65	3	0.3%
1.69	3	0.3%
Other values (766)	904	90.4%
(Missing)	61	6.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-16309.22	1	0.1%
-8352.91	1	0.1%
-2465.68	1	0.1%
-1344.85	1	0.1%
-1325.61	1	0.1%
-1019.96	1	0.1%
-999.91	1	0.1%
-813.97	1	0.1%
-494.05	1	0.1%
-330.66	1	0.1%

Value	Count	Frequency (%)
65.31	1	0.1%
59.13	1	0.1%
53.17	1	0.1%
47.59	1	0.1%
47.49	1	0.1%
44.89	1	0.1%
44.35	1	0.1%
44.04	1	0.1%
42.38	1	0.1%
39.66	1	0.1%

2018년매출액영업이익률
Real number (ℝ)

MISSING SKEWED

Distinct	826
Distinct (%)	83.6%
Missing	12
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	-8.2008097

Minimum	-3477.01
Maximum	62.95
Zeros	0
Zeros (%)	0.0%
Negative	199
Negative (%)	19.9%
Memory size	8.9 KiB

Quantile statistics

Minimum	-3477.01
5-th percentile	-47.0235
Q1	1.02
median	4.705
Q3	8.8725
95-th percentile	20.1395
Maximum	62.95
Range	3539.96
Interquartile range (IQR)	7.8525

Descriptive statistics

Standard deviation	129.98518
Coefficient of variation (CV)	-15.850286
Kurtosis	527.08171
Mean	-8.2008097
Median Absolute Deviation (MAD)	3.965
Skewness	-20.984797
Sum	-8102.4
Variance	16896.147
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.53	4	0.4%
5.24	3	0.3%
3.19	3	0.3%
3.39	3	0.3%
4.73	3	0.3%
1.02	3	0.3%
2.89	3	0.3%
9.79	3	0.3%
2.57	3	0.3%
1.35	3	0.3%
Other values (816)	957	95.7%
(Missing)	12	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3477.01	1	0.1%
-1272.23	1	0.1%
-806.08	1	0.1%
-741.99	1	0.1%
-694.84	1	0.1%
-611.42	1	0.1%
-489.16	1	0.1%
-306.09	1	0.1%
-217.87	1	0.1%
-208.83	1	0.1%

Value	Count	Frequency (%)
62.95	1	0.1%
51.03	1	0.1%
47.97	1	0.1%
46.29	1	0.1%
39.04	1	0.1%
36.68	1	0.1%
36.03	1	0.1%
34.67	1	0.1%
33.58	1	0.1%
31.71	1	0.1%

2019년매출액영업이익률
Real number (ℝ)

SKEWED

Distinct	844
Distinct (%)	84.5%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-9.1175475

Minimum	-4623.87
Maximum	99.85
Zeros	0
Zeros (%)	0.0%
Negative	186
Negative (%)	18.6%
Memory size	8.9 KiB

Quantile statistics

Minimum	-4623.87
5-th percentile	-30.027
Q1	1.27
median	4.65
Q3	8.6
95-th percentile	20.017
Maximum	99.85
Range	4723.72
Interquartile range (IQR)	7.33

Descriptive statistics

Standard deviation	175.15057
Coefficient of variation (CV)	-19.210272
Kurtosis	538.98821
Mean	-9.1175475
Median Absolute Deviation (MAD)	3.6
Skewness	-22.129331
Sum	-9108.43
Variance	30677.721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.46	4	0.4%
5.29	4	0.4%
2.88	4	0.4%
4.97	4	0.4%
4.96	3	0.3%
3.22	3	0.3%
2.83	3	0.3%
6.4	3	0.3%
2.94	3	0.3%
6.87	3	0.3%
Other values (834)	965	96.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4623.87	1	0.1%
-2695.6	1	0.1%
-718.39	1	0.1%
-502.44	1	0.1%
-425.5	1	0.1%
-417.04	1	0.1%
-336.08	1	0.1%
-316.15	1	0.1%
-278.2	1	0.1%
-246.01	1	0.1%

Value	Count	Frequency (%)
99.85	1	0.1%
44.7	1	0.1%
41.2	1	0.1%
39.59	1	0.1%
36.17	1	0.1%
34.76	1	0.1%
33.78	1	0.1%
33.53	1	0.1%
33.09	1	0.1%
32.22	1	0.1%

2020년매출액영업이익률
Real number (ℝ)

Distinct	848
Distinct (%)	84.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.99697

Minimum	-1996.11
Maximum	55.76
Zeros	0
Zeros (%)	0.0%
Negative	206
Negative (%)	20.6%
Memory size	8.9 KiB

Quantile statistics

Minimum	-1996.11
5-th percentile	-39.6445
Q1	0.9275
median	4.605
Q3	9.1
95-th percentile	21.1325
Maximum	55.76
Range	2051.87
Interquartile range (IQR)	8.1725

Descriptive statistics

Standard deviation	98.471772
Coefficient of variation (CV)	-16.420254
Kurtosis	283.30056
Mean	-5.99697
Median Absolute Deviation (MAD)	4.02
Skewness	-15.666595
Sum	-5996.97
Variance	9696.6899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.73	6	0.6%
4.76	5	0.5%
3.29	4	0.4%
2.77	4	0.4%
11.1	4	0.4%
6.55	3	0.3%
1.93	3	0.3%
7.63	3	0.3%
17.27	3	0.3%
5.35	3	0.3%
Other values (838)	962	96.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1996.11	1	0.1%
-1777.46	1	0.1%
-1005.83	1	0.1%
-531.13	1	0.1%
-503.27	1	0.1%
-380.03	1	0.1%
-352.9	1	0.1%
-350.07	1	0.1%
-256.48	1	0.1%
-238.59	1	0.1%

Value	Count	Frequency (%)
55.76	1	0.1%
55.67	1	0.1%
45.33	1	0.1%
42.64	1	0.1%
41.67	1	0.1%
40.53	1	0.1%
36.39	1	0.1%
36.18	1	0.1%
35.1	1	0.1%
33.33	1	0.1%

2021년매출액영업이익률
Real number (ℝ)

MISSING

Distinct	765
Distinct (%)	84.9%
Missing	99
Missing (%)	9.9%
Infinite	0
Infinite (%)	0.0%
Mean	-7.1825971

Minimum	-1706.59
Maximum	49.28
Zeros	0
Zeros (%)	0.0%
Negative	189
Negative (%)	18.9%
Memory size	8.9 KiB

Quantile statistics

Minimum	-1706.59
5-th percentile	-37.92
Q1	0.75
median	4.24
Q3	9.01
95-th percentile	20.43
Maximum	49.28
Range	1755.87
Interquartile range (IQR)	8.26

Descriptive statistics

Standard deviation	88.703974
Coefficient of variation (CV)	-12.349847
Kurtosis	197.25279
Mean	-7.1825971
Median Absolute Deviation (MAD)	4.01
Skewness	-12.526195
Sum	-6471.52
Variance	7868.3951
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.13	5	0.5%
2.54	5	0.5%
6.54	4	0.4%
0.23	4	0.4%
2.51	4	0.4%
5.31	3	0.3%
6.19	3	0.3%
2.3	3	0.3%
4.76	3	0.3%
1.32	3	0.3%
Other values (755)	864	86.4%
(Missing)	99	9.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1706.59	1	0.1%
-1192.28	1	0.1%
-776.8	1	0.1%
-700.57	1	0.1%
-527.59	1	0.1%
-414.44	1	0.1%
-411.98	1	0.1%
-380.15	1	0.1%
-331.37	1	0.1%
-330.78	1	0.1%

Value	Count	Frequency (%)
49.28	1	0.1%
47.61	1	0.1%
45.12	1	0.1%
42.43	1	0.1%
41.35	1	0.1%
41.08	1	0.1%
37.59	1	0.1%
33.35	1	0.1%
32.92	2	0.2%
32.84	1	0.1%

3년 평균 매출액 증가율
Real number (ℝ)

MISSING

Distinct	341
Distinct (%)	88.8%
Missing	616
Missing (%)	61.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.060262812

Minimum	-1
Maximum	12.3372
Zeros	0
Zeros (%)	0.0%
Negative	151
Negative (%)	15.1%
Memory size	8.9 KiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-0.102325
median	0.052075
Q3	0.2064075
95-th percentile	0.6618325
Maximum	12.3372
Range	13.3372
Interquartile range (IQR)	0.3087325

Descriptive statistics

Standard deviation	0.89828207
Coefficient of variation (CV)	14.906076
Kurtosis	104.58591
Mean	0.060262812
Median Absolute Deviation (MAD)	0.154785
Skewness	8.4080222
Sum	23.14092
Variance	0.80691068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.0	44	4.4%
0.40383	1	0.1%
-0.1642	1	0.1%
0.35985	1	0.1%
1.29913	1	0.1%
0.09668	1	0.1%
0.05445	1	0.1%
-0.02582	1	0.1%
1.19837	1	0.1%
0.03954	1	0.1%
Other values (331)	331	33.1%
(Missing)	616	61.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.0	44	4.4%
-0.90168	1	0.1%
-0.88425	1	0.1%
-0.50256	1	0.1%
-0.47687	1	0.1%
-0.46656	1	0.1%
-0.43396	1	0.1%
-0.43207	1	0.1%
-0.40218	1	0.1%
-0.38537	1	0.1%

Value	Count	Frequency (%)
12.3372	1	0.1%
7.72391	1	0.1%
3.38239	1	0.1%
2.64447	1	0.1%
1.69122	1	0.1%
1.41908	1	0.1%
1.33746	1	0.1%
1.30851	1	0.1%
1.29913	1	0.1%
1.19837	1	0.1%

2017년연구개발비
Real number (ℝ)

MISSING SKEWED

Distinct	684
Distinct (%)	100.0%
Missing	316
Missing (%)	31.6%
Infinite	0
Infinite (%)	0.0%
Mean	6500433.9

Minimum	4
Maximum	2.2445228 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	4
5-th percentile	9879.3
Q1	83855.5
median	235844.5
Q3	606804.75
95-th percentile	4989675.9
Maximum	2.2445228 × 10⁹
Range	2.2445228 × 10⁹
Interquartile range (IQR)	522949.25

Descriptive statistics

Standard deviation	91393841
Coefficient of variation (CV)	14.059652
Kurtosis	534.26934
Mean	6500433.9
Median Absolute Deviation (MAD)	193424.5
Skewness	22.370587
Sum	4.4462968 × 10⁹
Variance	8.3528341 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10268	1	0.1%
1091803	1	0.1%
546798	1	0.1%
436244	1	0.1%
294201	1	0.1%
43594	1	0.1%
406628	1	0.1%
2234823	1	0.1%
21285	1	0.1%
34717	1	0.1%
Other values (674)	674	67.4%
(Missing)	316	31.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	0.1%
40	1	0.1%
301	1	0.1%
411	1	0.1%
452	1	0.1%
891	1	0.1%
932	1	0.1%
1244	1	0.1%
1680	1	0.1%
1751	1	0.1%

Value	Count	Frequency (%)
2244522800	1	0.1%
736105019	1	0.1%
293900113	1	0.1%
193121302	1	0.1%
115220539	1	0.1%
66539156	1	0.1%
53922035	1	0.1%
53593242	1	0.1%
35004145	1	0.1%
33695434	1	0.1%

2018년연구개발비
Real number (ℝ)

MISSING

Distinct	757
Distinct (%)	99.9%
Missing	242
Missing (%)	24.2%
Infinite	0
Infinite (%)	0.0%
Mean	8783909.4

Minimum	70
Maximum	2.5621074 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	70
5-th percentile	8684.4
Q1	74023.5
median	233926
Q3	617516.25
95-th percentile	5687159.5
Maximum	2.5621074 × 10⁹
Range	2.5621073 × 10⁹
Interquartile range (IQR)	543492.75

Descriptive statistics

Standard deviation	1.2182031 × 10⁸
Coefficient of variation (CV)	13.868576
Kurtosis	350.35074
Mean	8783909.4
Median Absolute Deviation (MAD)	195876
Skewness	18.320647
Sum	6.6582033 × 10⁹
Variance	1.4840189 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2402	2	0.2%
9252647	1	0.1%
13779	1	0.1%
625623	1	0.1%
136717	1	0.1%
220726	1	0.1%
413055	1	0.1%
740809	1	0.1%
210164	1	0.1%
266475	1	0.1%
Other values (747)	747	74.7%
(Missing)	242	24.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
70	1	0.1%
90	1	0.1%
97	1	0.1%
115	1	0.1%
387	1	0.1%
436	1	0.1%
449	1	0.1%
519	1	0.1%
600	1	0.1%
725	1	0.1%

Value	Count	Frequency (%)
2562107416	1	0.1%
1993174074	1	0.1%
820358480	1	0.1%
222754546	1	0.1%
120754540	1	0.1%
74210684	1	0.1%
53668824	1	0.1%
51773758	1	0.1%
34552544	1	0.1%
23917588	1	0.1%

2019년연구개발비
Real number (ℝ)

MISSING SKEWED

Distinct	775
Distinct (%)	99.9%
Missing	224
Missing (%)	22.4%
Infinite	0
Infinite (%)	0.0%
Mean	6956049.2

Minimum	8
Maximum	2.6413093 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	8
5-th percentile	8092.25
Q1	82038.25
median	227688
Q3	664434.75
95-th percentile	6010207.2
Maximum	2.6413093 × 10⁹
Range	2.6413093 × 10⁹
Interquartile range (IQR)	582396.5

Descriptive statistics

Standard deviation	1.0266681 × 10⁸
Coefficient of variation (CV)	14.759357
Kurtosis	571.31169
Mean	6956049.2
Median Absolute Deviation (MAD)	184646
Skewness	23.059586
Sum	5.3978942 × 10⁹
Variance	1.0540475 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30000	2	0.2%
162007	1	0.1%
155176	1	0.1%
118308	1	0.1%
5758	1	0.1%
9797116	1	0.1%
1658400	1	0.1%
48073	1	0.1%
270819	1	0.1%
106393	1	0.1%
Other values (765)	765	76.5%
(Missing)	224	22.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	0.1%
42	1	0.1%
126	1	0.1%
171	1	0.1%
176	1	0.1%
212	1	0.1%
576	1	0.1%
681	1	0.1%
833	1	0.1%
1301	1	0.1%

Value	Count	Frequency (%)
2641309313	1	0.1%
966755129	1	0.1%
502169551	1	0.1%
104189075	1	0.1%
89484753	1	0.1%
80413012	1	0.1%
53146041	1	0.1%
51751357	1	0.1%
48601479	1	0.1%
40826667	1	0.1%

2020년연구개발비
Real number (ℝ)

MISSING SKEWED

Distinct	778
Distinct (%)	99.9%
Missing	221
Missing (%)	22.1%
Infinite	0
Infinite (%)	0.0%
Mean	7396023.4

Minimum	49
Maximum	2.7835737 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	49
5-th percentile	10711.7
Q1	88320.5
median	238311
Q3	703368
95-th percentile	6742154.4
Maximum	2.7835737 × 10⁹
Range	2.7835736 × 10⁹
Interquartile range (IQR)	615047.5

Descriptive statistics

Standard deviation	1.0772179 × 10⁸
Coefficient of variation (CV)	14.564825
Kurtosis	579.16295
Mean	7396023.4
Median Absolute Deviation (MAD)	194180
Skewness	23.235042
Sum	5.7615022 × 10⁹
Variance	1.1603984 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30106	2	0.2%
16002	1	0.1%
264117	1	0.1%
789034	1	0.1%
139051	1	0.1%
137463	1	0.1%
4801	1	0.1%
8605441	1	0.1%
1240417	1	0.1%
13996	1	0.1%
Other values (768)	768	76.8%
(Missing)	221	22.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
49	1	0.1%
176	1	0.1%
235	1	0.1%
267	1	0.1%
420	1	0.1%
801	1	0.1%
1054	1	0.1%
1199	1	0.1%
1311	1	0.1%
1373	1	0.1%

Value	Count	Frequency (%)
2783573697	1	0.1%
1030403830	1	0.1%
389538595	1	0.1%
224297535	1	0.1%
157740782	1	0.1%
115443871	1	0.1%
79611198	1	0.1%
58004562	1	0.1%
44383922	1	0.1%
27271993	1	0.1%

2021년연구개발비
Real number (ℝ)

MISSING SKEWED

Distinct	660
Distinct (%)	99.7%
Missing	338
Missing (%)	33.8%
Infinite	0
Infinite (%)	0.0%
Mean	9532345.1

Minimum	91
Maximum	3.5013718 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	91
5-th percentile	11661.9
Q1	110018.75
median	283682
Q3	848768.25
95-th percentile	8866445.6
Maximum	3.5013718 × 10⁹
Range	3.5013717 × 10⁹
Interquartile range (IQR)	738749.5

Descriptive statistics

Standard deviation	1.4386465 × 10⁸
Coefficient of variation (CV)	15.092262
Kurtosis	533.22796
Mean	9532345.1
Median Absolute Deviation (MAD)	227513
Skewness	22.495687
Sum	6.3104124 × 10⁹
Variance	2.0697038 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4265	2	0.2%
4800	2	0.2%
5761	1	0.1%
572399	1	0.1%
30486	1	0.1%
36695	1	0.1%
538264	1	0.1%
185806	1	0.1%
1618976	1	0.1%
125871	1	0.1%
Other values (650)	650	65.0%
(Missing)	338	33.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
91	1	0.1%
135	1	0.1%
154	1	0.1%
268	1	0.1%
424	1	0.1%
894	1	0.1%
1125	1	0.1%
2530	1	0.1%
3601	1	0.1%
3670	1	0.1%

Value	Count	Frequency (%)
3501371780	1	0.1%
1166929293	1	0.1%
229891118	1	0.1%
131792585	1	0.1%
126843395	1	0.1%
120612848	1	0.1%
70741157	1	0.1%
62726181	1	0.1%
30966648	1	0.1%
29945723	1	0.1%

2017년연구개발비중
Real number (ℝ)

MISSING SKEWED

Distinct	501
Distinct (%)	73.2%
Missing	316
Missing (%)	31.6%
Infinite	0
Infinite (%)	0.0%
Mean	57.726462

Minimum	0
Maximum	23301.68
Zeros	5
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1915
Q1	1.09
median	2.925
Q3	6.41
95-th percentile	28.783
Maximum	23301.68
Range	23301.68
Interquartile range (IQR)	5.32

Descriptive statistics

Standard deviation	950.64727
Coefficient of variation (CV)	16.468137
Kurtosis	534.47296
Mean	57.726462
Median Absolute Deviation (MAD)	2.145
Skewness	22.529127
Sum	39484.9
Variance	903730.24
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.78	6	0.6%
0.65	5	0.5%
0.0	5	0.5%
0.07	5	0.5%
2.15	5	0.5%
0.01	5	0.5%
0.21	4	0.4%
0.48	4	0.4%
0.34	4	0.4%
0.37	4	0.4%
Other values (491)	637	63.7%
(Missing)	316	31.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	5	0.5%
0.01	5	0.5%
0.02	3	0.3%
0.03	2	0.2%
0.04	2	0.2%
0.06	2	0.2%
0.07	5	0.5%
0.09	1	0.1%
0.1	1	0.1%
0.15	2	0.2%

Value	Count	Frequency (%)
23301.68	1	0.1%
8588.03	1	0.1%
1163.97	1	0.1%
985.41	1	0.1%
340.82	1	0.1%
310.93	1	0.1%
289.76	1	0.1%
179.48	1	0.1%
149.46	1	0.1%
137.86	1	0.1%

2018년연구개발비중
Real number (ℝ)

MISSING

Distinct	527
Distinct (%)	69.5%
Missing	242
Missing (%)	24.2%
Infinite	0
Infinite (%)	0.0%
Mean	12.80781

Minimum	0
Maximum	1498.67
Zeros	5
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.09
Q1	1.1225
median	2.985
Q3	6.4925
95-th percentile	33.9145
Maximum	1498.67
Range	1498.67
Interquartile range (IQR)	5.37

Descriptive statistics

Standard deviation	68.154642
Coefficient of variation (CV)	5.3213346
Kurtosis	312.82244
Mean	12.80781
Median Absolute Deviation (MAD)	2.275
Skewness	15.883021
Sum	9708.32
Variance	4645.0553
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02	7	0.7%
0.48	7	0.7%
0.03	6	0.6%
0.15	6	0.6%
0.09	5	0.5%
0.0	5	0.5%
3.0	5	0.5%
0.8	4	0.4%
0.01	4	0.4%
1.77	4	0.4%
Other values (517)	705	70.5%
(Missing)	242	24.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	5	0.5%
0.01	4	0.4%
0.02	7	0.7%
0.03	6	0.6%
0.04	2	0.2%
0.05	3	0.3%
0.06	4	0.4%
0.07	4	0.4%
0.08	1	0.1%
0.09	5	0.5%

Value	Count	Frequency (%)
1498.67	1	0.1%
595.62	1	0.1%
478.81	1	0.1%
451.25	1	0.1%
429.55	1	0.1%
296.72	1	0.1%
267.41	1	0.1%
203.19	1	0.1%
196.05	1	0.1%
138.67	1	0.1%

2019년연구개발비중
Real number (ℝ)

MISSING

Distinct	537
Distinct (%)	69.2%
Missing	224
Missing (%)	22.4%
Infinite	0
Infinite (%)	0.0%
Mean	12.542397

Minimum	0
Maximum	1169.16
Zeros	5
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.11
Q1	1.04
median	2.875
Q3	6.5925
95-th percentile	30.345
Maximum	1169.16
Range	1169.16
Interquartile range (IQR)	5.5525

Descriptive statistics

Standard deviation	69.074247
Coefficient of variation (CV)	5.5072605
Kurtosis	195.89941
Mean	12.542397
Median Absolute Deviation (MAD)	2.185
Skewness	13.261355
Sum	9732.9
Variance	4771.2515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02	6	0.6%
0.03	6	0.6%
1.86	6	0.6%
0.99	5	0.5%
0.0	5	0.5%
0.93	5	0.5%
0.15	5	0.5%
1.99	5	0.5%
0.14	5	0.5%
0.07	4	0.4%
Other values (527)	724	72.4%
(Missing)	224	22.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	5	0.5%
0.01	3	0.3%
0.02	6	0.6%
0.03	6	0.6%
0.04	3	0.3%
0.05	2	0.2%
0.06	1	0.1%
0.07	4	0.4%
0.08	4	0.4%
0.09	2	0.2%

Value	Count	Frequency (%)
1169.16	1	0.1%
1093.69	1	0.1%
673.99	1	0.1%
558.26	1	0.1%
468.78	1	0.1%
188.05	1	0.1%
175.12	1	0.1%
171.09	1	0.1%
123.23	1	0.1%
113.26	1	0.1%

2020년연구개발비중
Real number (ℝ)

MISSING SKEWED

Distinct	537
Distinct (%)	68.9%
Missing	221
Missing (%)	22.1%
Infinite	0
Infinite (%)	0.0%
Mean	12.466521

Minimum	0
Maximum	2201.89
Zeros	4
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.099
Q1	1.09
median	2.9
Q3	6.715
95-th percentile	25.724
Maximum	2201.89
Range	2201.89
Interquartile range (IQR)	5.625

Descriptive statistics

Standard deviation	88.995173
Coefficient of variation (CV)	7.1387336
Kurtosis	480.70739
Mean	12.466521
Median Absolute Deviation (MAD)	2.24
Skewness	20.475331
Sum	9711.42
Variance	7920.1409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.93	6	0.6%
0.02	5	0.5%
0.01	5	0.5%
0.06	5	0.5%
0.05	5	0.5%
0.36	5	0.5%
0.0	4	0.4%
0.27	4	0.4%
0.18	4	0.4%
1.61	4	0.4%
Other values (527)	732	73.2%
(Missing)	221	22.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4	0.4%
0.01	5	0.5%
0.02	5	0.5%
0.03	3	0.3%
0.04	4	0.4%
0.05	5	0.5%
0.06	5	0.5%
0.07	4	0.4%
0.08	2	0.2%
0.09	2	0.2%

Value	Count	Frequency (%)
2201.89	1	0.1%
764.32	1	0.1%
574.09	1	0.1%
346.5	1	0.1%
306.15	1	0.1%
256.03	1	0.1%
227.26	1	0.1%
213.53	1	0.1%
173.04	1	0.1%
120.58	1	0.1%

2021년연구개발비중
Real number (ℝ)

MISSING SKEWED

Distinct	472
Distinct (%)	71.3%
Missing	338
Missing (%)	33.8%
Infinite	0
Infinite (%)	0.0%
Mean	7.0809517

Minimum	0
Maximum	921.2
Zeros	4
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1
Q1	0.8925
median	2.67
Q3	5.54
95-th percentile	21.179
Maximum	921.2
Range	921.2
Interquartile range (IQR)	4.6475

Descriptive statistics

Standard deviation	37.830592
Coefficient of variation (CV)	5.3425858
Kurtosis	519.43915
Mean	7.0809517
Median Absolute Deviation (MAD)	2.015
Skewness	21.798126
Sum	4687.59
Variance	1431.1537
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	7	0.7%
0.55	6	0.6%
0.3	5	0.5%
1.51	5	0.5%
0.04	5	0.5%
0.88	4	0.4%
0.06	4	0.4%
0.19	4	0.4%
0.78	4	0.4%
0.73	4	0.4%
Other values (462)	614	61.4%
(Missing)	338	33.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4	0.4%
0.01	7	0.7%
0.02	2	0.2%
0.03	3	0.3%
0.04	5	0.5%
0.05	1	0.1%
0.06	4	0.4%
0.07	2	0.2%
0.08	3	0.3%
0.09	2	0.2%

Value	Count	Frequency (%)
921.2	1	0.1%
227.29	1	0.1%
137.64	1	0.1%
62.43	1	0.1%
61.06	1	0.1%
56.08	1	0.1%
54.51	1	0.1%
47.66	1	0.1%
46.52	1	0.1%
45.07	1	0.1%

TP 수혜기업 여부
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

0	831
1	169

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	831	83.1%
1	169	16.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	831	83.1%
1	169	16.9%

이노비즈인증여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.3%
Missing	633
Missing (%)	63.3%
Memory size	2.1 KiB

True	367
(Missing)	633

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	367	36.7%
(Missing)	633	63.3%

2017년영업이익
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

<NA>	996
33804624895	1
7961664945	1
1435910298	1
9897600005	1

Length

Max length	11
Median length	4
Mean length	4.025
Min length	4

Unique

Unique	4 ?
Unique (%)	0.4%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	996	99.6%
33804624895	1	0.1%
7961664945	1	0.1%
1435910298	1	0.1%
9897600005	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	996	99.6%
33804624895	1	0.1%
7961664945	1	0.1%
1435910298	1	0.1%
9897600005	1	0.1%

2018년영업이익
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

<NA>	998
30762770654	1
11334720852	1

Length

Max length	11
Median length	4
Mean length	4.014
Min length	4

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	998	99.8%
30762770654	1	0.1%
11334720852	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	998	99.8%
30762770654	1	0.1%
11334720852	1	0.1%

2019년영업이익
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

<NA>	999
16305801125	1

Length

Max length	11
Median length	4
Mean length	4.007
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	999	99.9%
16305801125	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	999	99.9%
16305801125	1	0.1%

2020년영업이익
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

<NA>	999
26992725408	1

Length

Max length	11
Median length	4
Mean length	4.007
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	999	99.9%
26992725408	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	999	99.9%
26992725408	1	0.1%

2021년영업이익
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

<NA>	997
174319010782	1
30011596104	1
9178461271	1

Length

Max length	12
Median length	4
Mean length	4.021
Min length	4

Unique

Unique	3 ?
Unique (%)	0.3%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	997	99.7%
174319010782	1	0.1%
30011596104	1	0.1%
9178461271	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	997	99.7%
174319010782	1	0.1%
30011596104	1	0.1%
9178461271	1	0.1%

2017년당기순이익
Real number (ℝ)

MISSING

Distinct	10
Distinct (%)	100.0%
Missing	990
Missing (%)	99.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.8700869 × 10⁸

Minimum	-2.5014527 × 10¹⁰
Maximum	1.7753506 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	4
Negative (%)	0.4%
Memory size	8.9 KiB

Quantile statistics

Minimum	-2.5014527 × 10¹⁰
5-th percentile	-1.5986739 × 10¹⁰
Q1	-3.6553454 × 10⁹
median	2.4886172 × 10⁹
Q3	6.2113782 × 10⁹
95-th percentile	1.3465209 × 10¹⁰
Maximum	1.7753506 × 10¹⁰
Range	4.2768033 × 10¹⁰
Interquartile range (IQR)	9.8667236 × 10⁹

Descriptive statistics

Standard deviation	1.1242933 × 10¹⁰
Coefficient of variation (CV)	19.152924
Kurtosis	2.8069255
Mean	5.8700869 × 10⁸
Median Absolute Deviation (MAD)	5.463973 × 10⁹
Skewness	-1.0980375
Sum	5.8700869 × 10⁹
Variance	1.2640354 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-4952775413	1	0.1%
17753506055	1	0.1%
4915963731	1	0.1%
3941829390	1	0.1%
-2703989898	1	0.1%
1035404950	1	0.1%
8223956143	1	0.1%
-3972463948	1	0.1%
-25014527140	1	0.1%
6643183038	1	0.1%
(Missing)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-25014527140	1	0.1%
-4952775413	1	0.1%
-3972463948	1	0.1%
-2703989898	1	0.1%
1035404950	1	0.1%
3941829390	1	0.1%
4915963731	1	0.1%
6643183038	1	0.1%
8223956143	1	0.1%
17753506055	1	0.1%

Value	Count	Frequency (%)
17753506055	1	0.1%
8223956143	1	0.1%
6643183038	1	0.1%
4915963731	1	0.1%
3941829390	1	0.1%
1035404950	1	0.1%
-2703989898	1	0.1%
-3972463948	1	0.1%
-4952775413	1	0.1%
-25014527140	1	0.1%

2018년당기순이익
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	100.0%
Missing	988
Missing (%)	98.8%
Infinite	0
Infinite (%)	0.0%
Mean	4.8362432 × 10⁹

Minimum	-3.8963373 × 10¹⁰
Maximum	4.1226241 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	3
Negative (%)	0.3%
Memory size	8.9 KiB

Quantile statistics

Minimum	-3.8963373 × 10¹⁰
5-th percentile	-1.8144616 × 10¹⁰
Q1	7.2872182 × 10⁸
median	3.0527269 × 10⁹
Q3	8.7944689 × 10⁹
95-th percentile	3.117386 × 10¹⁰
Maximum	4.1226241 × 10¹⁰
Range	8.0189614 × 10¹⁰
Interquartile range (IQR)	8.065747 × 10⁹

Descriptive statistics

Standard deviation	1.8371535 × 10¹⁰
Coefficient of variation (CV)	3.7987203
Kurtosis	3.6369134
Mean	4.8362432 × 10⁹
Median Absolute Deviation (MAD)	3.9823522 × 10⁹
Skewness	-0.5300474
Sum	5.8034919 × 10¹⁰
Variance	3.375133 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
8243727320	1	0.1%
2315022825	1	0.1%
41226240701	1	0.1%
1580125725	1	0.1%
22949184259	1	0.1%
1105275290	1	0.1%
3790431025	1	0.1%
10446693485	1	0.1%
-1111087324	1	0.1%
-400938589	1	0.1%
Other values (2)	2	0.2%
(Missing)	988	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-38963373048	1	0.1%
-1111087324	1	0.1%
-400938589	1	0.1%
1105275290	1	0.1%
1580125725	1	0.1%
2315022825	1	0.1%
3790431025	1	0.1%
6853617007	1	0.1%
8243727320	1	0.1%
10446693485	1	0.1%

Value	Count	Frequency (%)
41226240701	1	0.1%
22949184259	1	0.1%
10446693485	1	0.1%
8243727320	1	0.1%
6853617007	1	0.1%
3790431025	1	0.1%
2315022825	1	0.1%
1580125725	1	0.1%
1105275290	1	0.1%
-400938589	1	0.1%

2019년당기순이익
Real number (ℝ)

MISSING

Distinct	11
Distinct (%)	100.0%
Missing	989
Missing (%)	98.9%
Infinite	0
Infinite (%)	0.0%
Mean	7.1523842 × 10⁹

Minimum	-1.0644155 × 10¹⁰
Maximum	3.1091671 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	2
Negative (%)	0.2%
Memory size	8.9 KiB

Quantile statistics

Minimum	-1.0644155 × 10¹⁰
5-th percentile	-6.2221442 × 10⁹
Q1	6.0503666 × 10⁸
median	3.5729135 × 10⁹
Q3	1.0429687 × 10¹⁰
95-th percentile	2.9598969 × 10¹⁰
Maximum	3.1091671 × 10¹⁰
Range	4.1735826 × 10¹⁰
Interquartile range (IQR)	9.8246501 × 10⁹

Descriptive statistics

Standard deviation	1.2574088 × 10¹⁰
Coefficient of variation (CV)	1.7580274
Kurtosis	0.48335706
Mean	7.1523842 × 10⁹
Median Absolute Deviation (MAD)	3.9187005 × 10⁹
Skewness	0.98600799
Sum	7.8676226 × 10¹⁰
Variance	1.5810768 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
13367759542	1	0.1%
28106267557	1	0.1%
2007261571	1	0.1%
31091671181	1	0.1%
595313461	1	0.1%
614759851	1	0.1%
-1800133133	1	0.1%
3572913539	1	0.1%
4272953454	1	0.1%
-10644155311	1	0.1%
(Missing)	989	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-10644155311	1	0.1%
-1800133133	1	0.1%
595313461	1	0.1%
614759851	1	0.1%
2007261571	1	0.1%
3572913539	1	0.1%
4272953454	1	0.1%
7491614015	1	0.1%
13367759542	1	0.1%
28106267557	1	0.1%

Value	Count	Frequency (%)
31091671181	1	0.1%
28106267557	1	0.1%
13367759542	1	0.1%
7491614015	1	0.1%
4272953454	1	0.1%
3572913539	1	0.1%
2007261571	1	0.1%
614759851	1	0.1%
595313461	1	0.1%
-1800133133	1	0.1%

2020년당기순이익
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	6.8445343 × 10⁹

Minimum	-6.266107 × 10¹⁰
Maximum	5.648619 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	4
Negative (%)	0.4%
Memory size	8.9 KiB

Quantile statistics

Minimum	-6.266107 × 10¹⁰
5-th percentile	-2.9646686 × 10¹⁰
Q1	-36635795
median	5.8497366 × 10⁹
Q3	1.4040744 × 10¹⁰
95-th percentile	4.2477046 × 10¹⁰
Maximum	5.648619 × 10¹⁰
Range	1.1914726 × 10¹¹
Interquartile range (IQR)	1.407738 × 10¹⁰

Descriptive statistics

Standard deviation	2.7045041 × 10¹⁰
Coefficient of variation (CV)	3.951334
Kurtosis	3.8202782
Mean	6.8445343 × 10⁹
Median Absolute Deviation (MAD)	8.1910078 × 10⁹
Skewness	-0.96330735
Sum	8.8978946 × 10¹⁰
Variance	7.3143426 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
14040744358	1	0.1%
56486189505	1	0.1%
33137617748	1	0.1%
5849736571	1	0.1%
-62661070422	1	0.1%
4281388540	1	0.1%
24999759087	1	0.1%
5837866939	1	0.1%
11736404500	1	0.1%
-4089686385	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-62661070422	1	0.1%
-7637096089	1	0.1%
-4089686385	1	0.1%
-36635795	1	0.1%
4281388540	1	0.1%
5837866939	1	0.1%
5849736571	1	0.1%
7033726988	1	0.1%
11736404500	1	0.1%
14040744358	1	0.1%

Value	Count	Frequency (%)
56486189505	1	0.1%
33137617748	1	0.1%
24999759087	1	0.1%
14040744358	1	0.1%
11736404500	1	0.1%
7033726988	1	0.1%
5849736571	1	0.1%
5837866939	1	0.1%
4281388540	1	0.1%
-36635795	1	0.1%

2021년당기순이익
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	7.8872775 × 10⁹

Minimum	-2.9152271 × 10¹⁰
Maximum	5.2797681 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	3
Negative (%)	0.3%
Memory size	8.9 KiB

Quantile statistics

Minimum	-2.9152271 × 10¹⁰
5-th percentile	-1.6504206 × 10¹⁰
Q1	3.9026648 × 10⁹
median	5.6819039 × 10⁹
Q3	1.3707442 × 10¹⁰
95-th percentile	3.6906604 × 10¹⁰
Maximum	5.2797681 × 10¹⁰
Range	8.1949952 × 10¹⁰
Interquartile range (IQR)	9.8047775 × 10⁹

Descriptive statistics

Standard deviation	1.9161163 × 10¹⁰
Coefficient of variation (CV)	2.429376
Kurtosis	2.415506
Mean	7.8872775 × 10⁹
Median Absolute Deviation (MAD)	8.0255384 × 10⁹
Skewness	0.54995478
Sum	1.0253461 × 10¹¹
Variance	3.6715017 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
13707442319	1	0.1%
52797680988	1	0.1%
-8072162307	1	0.1%
-29152270603	1	0.1%
4865850803	1	0.1%
26312551882	1	0.1%
4503538293	1	0.1%
17998487325	1	0.1%
9661987768	1	0.1%
3902664780	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-29152270603	1	0.1%
-8072162307	1	0.1%
-7673644240	1	0.1%
3902664780	1	0.1%
4503538293	1	0.1%
4865850803	1	0.1%
5681903898	1	0.1%
8000577102	1	0.1%
9661987768	1	0.1%
13707442319	1	0.1%

Value	Count	Frequency (%)
52797680988	1	0.1%
26312551882	1	0.1%
17998487325	1	0.1%
13707442319	1	0.1%
9661987768	1	0.1%
8000577102	1	0.1%
5681903898	1	0.1%
4865850803	1	0.1%
4503538293	1	0.1%
3902664780	1	0.1%

2017년유동자산
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	100.0%
Missing	988
Missing (%)	98.8%
Infinite	0
Infinite (%)	0.0%
Mean	6.439098 × 10¹⁰

Minimum	1.4960338 × 10¹⁰
Maximum	2.1021838 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.4960338 × 10¹⁰
5-th percentile	1.6794721 × 10¹⁰
Q1	4.4852001 × 10¹⁰
median	5.314309 × 10¹⁰
Q3	6.0450478 × 10¹⁰
95-th percentile	1.5188135 × 10¹¹
Maximum	2.1021838 × 10¹¹
Range	1.9525804 × 10¹¹
Interquartile range (IQR)	1.5598477 × 10¹⁰

Descriptive statistics

Standard deviation	5.1379472 × 10¹⁰
Coefficient of variation (CV)	0.79792965
Kurtosis	6.4969962
Mean	6.439098 × 10¹⁰
Median Absolute Deviation (MAD)	8.7052032 × 10⁹
Skewness	2.3477888
Sum	7.7269175 × 10¹¹
Variance	2.6398501 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
55207336121	1	0.1%
210218380069	1	0.1%
72736567682	1	0.1%
45266116687	1	0.1%
104151053991	1	0.1%
14960337757	1	0.1%
45605431420	1	0.1%
18295580151	1	0.1%
54028714759	1	0.1%
43609655906	1	0.1%
Other values (2)	2	0.2%
(Missing)	988	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14960337757	1	0.1%
18295580151	1	0.1%
43609655906	1	0.1%
45266116687	1	0.1%
45605431420	1	0.1%
52257464282	1	0.1%
54028714759	1	0.1%
55207336121	1	0.1%
56355115247	1	0.1%
72736567682	1	0.1%

Value	Count	Frequency (%)
210218380069	1	0.1%
104151053991	1	0.1%
72736567682	1	0.1%
56355115247	1	0.1%
55207336121	1	0.1%
54028714759	1	0.1%
52257464282	1	0.1%
45605431420	1	0.1%
45266116687	1	0.1%
43609655906	1	0.1%

2018년유동자산
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	6.5497272 × 10¹⁰

Minimum	4.6375775 × 10⁹
Maximum	2.5239452 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	4.6375775 × 10⁹
5-th percentile	8.838717 × 10⁹
Q1	2.3747377 × 10¹⁰
median	5.9925324 × 10¹⁰
Q3	7.6520353 × 10¹⁰
95-th percentile	1.5854878 × 10¹¹
Maximum	2.5239452 × 10¹¹
Range	2.4775694 × 10¹¹
Interquartile range (IQR)	5.2772975 × 10¹⁰

Descriptive statistics

Standard deviation	6.3295279 × 10¹⁰
Coefficient of variation (CV)	0.96638039
Kurtosis	6.8294404
Mean	6.5497272 × 10¹⁰
Median Absolute Deviation (MAD)	2.3158323 × 10¹⁰
Skewness	2.3208977
Sum	8.5146454 × 10¹¹
Variance	4.0062924 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
59925323872	1	0.1%
252394517884	1	0.1%
83083646432	1	0.1%
76520352679	1	0.1%
95984959787	1	0.1%
17409195875	1	0.1%
63975251246	1	0.1%
23747377482	1	0.1%
75313571116	1	0.1%
40275974359	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4637577478	1	0.1%
11639476747	1	0.1%
17409195875	1	0.1%
23747377482	1	0.1%
40275974359	1	0.1%
46557312364	1	0.1%
59925323872	1	0.1%
63975251246	1	0.1%
75313571116	1	0.1%
76520352679	1	0.1%

Value	Count	Frequency (%)
252394517884	1	0.1%
95984959787	1	0.1%
83083646432	1	0.1%
76520352679	1	0.1%
75313571116	1	0.1%
63975251246	1	0.1%
59925323872	1	0.1%
46557312364	1	0.1%
40275974359	1	0.1%
23747377482	1	0.1%

2019년유동자산
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	8.1282843 × 10¹⁰

Minimum	7.1368001 × 10⁹
Maximum	2.5417894 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	7.1368001 × 10⁹
5-th percentile	1.1959402 × 10¹⁰
Q1	3.6626972 × 10¹⁰
median	7.2451165 × 10¹⁰
Q3	1.0097991 × 10¹¹
95-th percentile	2.1778096 × 10¹¹
Maximum	2.5417894 × 10¹¹
Range	2.4704214 × 10¹¹
Interquartile range (IQR)	6.4352942 × 10¹⁰

Descriptive statistics

Standard deviation	7.2484469 × 10¹⁰
Coefficient of variation (CV)	0.89175607
Kurtosis	1.7121107
Mean	8.1282843 × 10¹⁰
Median Absolute Deviation (MAD)	3.287836 × 10¹⁰
Skewness	1.3996447
Sum	1.056677 × 10¹²
Variance	5.2539983 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
72451165363	1	0.1%
254178941761	1	0.1%
94407511041	1	0.1%
104637523528	1	0.1%
193515638327	1	0.1%
16664934052	1	0.1%
79998622253	1	0.1%
15174470148	1	0.1%
100979913541	1	0.1%
41331663806	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7136800136	1	0.1%
15174470148	1	0.1%
16664934052	1	0.1%
36626971809	1	0.1%
39572805844	1	0.1%
41331663806	1	0.1%
72451165363	1	0.1%
79998622253	1	0.1%
94407511041	1	0.1%
100979913541	1	0.1%

Value	Count	Frequency (%)
254178941761	1	0.1%
193515638327	1	0.1%
104637523528	1	0.1%
100979913541	1	0.1%
94407511041	1	0.1%
79998622253	1	0.1%
72451165363	1	0.1%
41331663806	1	0.1%
39572805844	1	0.1%
36626971809	1	0.1%

2020년유동자산
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	9.6752843 × 10¹⁰

Minimum	1.8786739 × 10¹⁰
Maximum	2.3786683 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.8786739 × 10¹⁰
5-th percentile	2.0390274 × 10¹⁰
Q1	5.2122583 × 10¹⁰
median	1.0006604 × 10¹¹
Q3	1.1374339 × 10¹¹
95-th percentile	2.1440316 × 10¹¹
Maximum	2.3786683 × 10¹¹
Range	2.1908009 × 10¹¹
Interquartile range (IQR)	6.1620803 × 10¹⁰

Descriptive statistics

Standard deviation	6.7029211 × 10¹⁰
Coefficient of variation (CV)	0.69278803
Kurtosis	0.18256985
Mean	9.6752843 × 10¹⁰
Median Absolute Deviation (MAD)	4.7943455 × 10¹⁰
Skewness	0.91308923
Sum	1.257787 × 10¹²
Variance	4.4929152 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
105396764456	1	0.1%
198760716144	1	0.1%
113743385732	1	0.1%
101216649984	1	0.1%
237866828900	1	0.1%
21459298008	1	0.1%
100066037766	1	0.1%
46996377188	1	0.1%
153998449213	1	0.1%
52122583009	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18786738891	1	0.1%
21459298008	1	0.1%
46996377188	1	0.1%
52122583009	1	0.1%
53520487987	1	0.1%
53852643471	1	0.1%
100066037766	1	0.1%
101216649984	1	0.1%
105396764456	1	0.1%
113743385732	1	0.1%

Value	Count	Frequency (%)
237866828900	1	0.1%
198760716144	1	0.1%
153998449213	1	0.1%
113743385732	1	0.1%
105396764456	1	0.1%
101216649984	1	0.1%
100066037766	1	0.1%
53852643471	1	0.1%
53520487987	1	0.1%
52122583009	1	0.1%

2021년유동자산
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	100.0%
Missing	985
Missing (%)	98.5%
Infinite	0
Infinite (%)	0.0%
Mean	9.9200359 × 10¹⁰

Minimum	1.0129063 × 10¹⁰
Maximum	3.395713 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.0129063 × 10¹⁰
5-th percentile	1.1328501 × 10¹⁰
Q1	4.9819222 × 10¹⁰
median	6.0486784 × 10¹⁰
Q3	1.2798154 × 10¹¹
95-th percentile	2.7342193 × 10¹¹
Maximum	3.395713 × 10¹¹
Range	3.2944224 × 10¹¹
Interquartile range (IQR)	7.8162321 × 10¹⁰

Descriptive statistics

Standard deviation	9.0026255 × 10¹⁰
Coefficient of variation (CV)	0.90751945
Kurtosis	2.8563452
Mean	9.9200359 × 10¹⁰
Median Absolute Deviation (MAD)	4.8644238 × 10¹⁰
Skewness	1.6875046
Sum	1.4880054 × 10¹²
Variance	8.1047267 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
58830567677	1	0.1%
245072194624	1	0.1%
137372514280	1	0.1%
136711583536	1	0.1%
339571303357	1	0.1%
29874328407	1	0.1%
111653031847	1	0.1%
60486784378	1	0.1%
119251500967	1	0.1%
48203481656	1	0.1%
Other values (5)	5	0.5%
(Missing)	985	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10129062747	1	0.1%
11842546583	1	0.1%
29874328407	1	0.1%
48203481656	1	0.1%
51434961531	1	0.1%
56792102521	1	0.1%
58830567677	1	0.1%
60486784378	1	0.1%
70779421558	1	0.1%
111653031847	1	0.1%

Value	Count	Frequency (%)
339571303357	1	0.1%
245072194624	1	0.1%
137372514280	1	0.1%
136711583536	1	0.1%
119251500967	1	0.1%
111653031847	1	0.1%
70779421558	1	0.1%
60486784378	1	0.1%
58830567677	1	0.1%
56792102521	1	0.1%

2017년비유동자산
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	100.0%
Missing	988
Missing (%)	98.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.1060566 × 10¹¹

Minimum	1.3358741 × 10¹⁰
Maximum	5.179385 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.3358741 × 10¹⁰
5-th percentile	1.4313649 × 10¹⁰
Q1	2.2029064 × 10¹⁰
median	4.0096789 × 10¹⁰
Q3	1.5872977 × 10¹¹
95-th percentile	3.4685893 × 10¹¹
Maximum	5.179385 × 10¹¹
Range	5.0457975 × 10¹¹
Interquartile range (IQR)	1.3670071 × 10¹¹

Descriptive statistics

Standard deviation	1.4697434 × 10¹¹
Coefficient of variation (CV)	1.3288138
Kurtosis	5.4532188
Mean	1.1060566 × 10¹¹
Median Absolute Deviation (MAD)	2.586995 × 10¹⁰
Skewness	2.2261161
Sum	1.327268 × 10¹²
Variance	2.1601455 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
34550149706	1	0.1%
517938495912	1	0.1%
206884746307	1	0.1%
15094937548	1	0.1%
203970138944	1	0.1%
13358741059	1	0.1%
26193009130	1	0.1%
22093348445	1	0.1%
143649651035	1	0.1%
76055105336	1	0.1%
Other values (2)	2	0.2%
(Missing)	988	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13358741059	1	0.1%
15094937548	1	0.1%
21836208975	1	0.1%
22093348445	1	0.1%
26193009130	1	0.1%
34550149706	1	0.1%
45643428034	1	0.1%
76055105336	1	0.1%
143649651035	1	0.1%
203970138944	1	0.1%

Value	Count	Frequency (%)
517938495912	1	0.1%
206884746307	1	0.1%
203970138944	1	0.1%
143649651035	1	0.1%
76055105336	1	0.1%
45643428034	1	0.1%
34550149706	1	0.1%
26193009130	1	0.1%
22093348445	1	0.1%
21836208975	1	0.1%

2018년비유동자산
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.1157422 × 10¹¹

Minimum	1.3552323 × 10¹⁰
Maximum	5.6095471 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.3552323 × 10¹⁰
5-th percentile	1.8079224 × 10¹⁰
Q1	3.0865188 × 10¹⁰
median	4.2345724 × 10¹⁰
Q3	1.6203434 × 10¹¹
95-th percentile	3.6359104 × 10¹¹
Maximum	5.6095471 × 10¹¹
Range	5.4740239 × 10¹¹
Interquartile range (IQR)	1.3116915 × 10¹¹

Descriptive statistics

Standard deviation	1.5266153 × 10¹¹
Coefficient of variation (CV)	1.3682509
Kurtosis	6.5824665
Mean	1.1157422 × 10¹¹
Median Absolute Deviation (MAD)	1.6249949 × 10¹⁰
Skewness	2.4512299
Sum	1.4504649 × 10¹²
Variance	2.3305541 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
35228574353	1	0.1%
560954710879	1	0.1%
232015264002	1	0.1%
26095774421	1	0.1%
186006673001	1	0.1%
13552323303	1	0.1%
42345723811	1	0.1%
30865187762	1	0.1%
162034335237	1	0.1%
57417233793	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13552323303	1	0.1%
21097158497	1	0.1%
26095774421	1	0.1%
30865187762	1	0.1%
33663012746	1	0.1%
35228574353	1	0.1%
42345723811	1	0.1%
49188886880	1	0.1%
57417233793	1	0.1%
162034335237	1	0.1%

Value	Count	Frequency (%)
560954710879	1	0.1%
232015264002	1	0.1%
186006673001	1	0.1%
162034335237	1	0.1%
57417233793	1	0.1%
49188886880	1	0.1%
42345723811	1	0.1%
35228574353	1	0.1%
33663012746	1	0.1%
30865187762	1	0.1%

2019년비유동자산
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.2967312 × 10¹¹

Minimum	2.0713235 × 10⁹
Maximum	5.8576705 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	2.0713235 × 10⁹
5-th percentile	8.5212061 × 10⁹
Q1	3.741633 × 10¹⁰
median	4.6322073 × 10¹⁰
Q3	1.6377658 × 10¹¹
95-th percentile	4.3118646 × 10¹¹
Maximum	5.8576705 × 10¹¹
Range	5.8369573 × 10¹¹
Interquartile range (IQR)	1.2636025 × 10¹¹

Descriptive statistics

Standard deviation	1.6982157 × 10¹¹
Coefficient of variation (CV)	1.3096128
Kurtosis	3.6974095
Mean	1.2967312 × 10¹¹
Median Absolute Deviation (MAD)	2.805171 × 10¹⁰
Skewness	1.9540479
Sum	1.6857506 × 10¹²
Variance	2.8839367 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
38013829787	1	0.1%
585767052679	1	0.1%
264348813595	1	0.1%
37416329604	1	0.1%
328132735823	1	0.1%
12821127845	1	0.1%
74373782292	1	0.1%
46322072639	1	0.1%
163776576883	1	0.1%
61960088778	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2071323510	1	0.1%
12821127845	1	0.1%
27029556312	1	0.1%
37416329604	1	0.1%
38013829787	1	0.1%
43717283142	1	0.1%
46322072639	1	0.1%
61960088778	1	0.1%
74373782292	1	0.1%
163776576883	1	0.1%

Value	Count	Frequency (%)
585767052679	1	0.1%
328132735823	1	0.1%
264348813595	1	0.1%
163776576883	1	0.1%
74373782292	1	0.1%
61960088778	1	0.1%
46322072639	1	0.1%
43717283142	1	0.1%
38013829787	1	0.1%
37416329604	1	0.1%

2020년비유동자산
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.552827 × 10¹¹

Minimum	1.2294377 × 10¹⁰
Maximum	5.8101779 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.2294377 × 10¹⁰
5-th percentile	1.5978978 × 10¹⁰
Q1	3.0101686 × 10¹⁰
median	4.4995474 × 10¹⁰
Q3	2.0832423 × 10¹¹
95-th percentile	5.7070359 × 10¹¹
Maximum	5.8101779 × 10¹¹
Range	5.6872342 × 10¹¹
Interquartile range (IQR)	1.7822255 × 10¹¹

Descriptive statistics

Standard deviation	2.0224261 × 10¹¹
Coefficient of variation (CV)	1.3024156
Kurtosis	1.2591774
Mean	1.552827 × 10¹¹
Median Absolute Deviation (MAD)	2.6560095 × 10¹⁰
Skewness	1.5780283
Sum	2.0186751 × 10¹²
Variance	4.0902075 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
34677950598	1	0.1%
581017794832	1	0.1%
286365800725	1	0.1%
39700352073	1	0.1%
563827458952	1	0.1%
12294376746	1	0.1%
115434774459	1	0.1%
18435379427	1	0.1%
208324232301	1	0.1%
55733328920	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12294376746	1	0.1%
18435379427	1	0.1%
27766444611	1	0.1%
30101686494	1	0.1%
34677950598	1	0.1%
39700352073	1	0.1%
44995473949	1	0.1%
55733328920	1	0.1%
115434774459	1	0.1%
208324232301	1	0.1%

Value	Count	Frequency (%)
581017794832	1	0.1%
563827458952	1	0.1%
286365800725	1	0.1%
208324232301	1	0.1%
115434774459	1	0.1%
55733328920	1	0.1%
44995473949	1	0.1%
39700352073	1	0.1%
34677950598	1	0.1%
30101686494	1	0.1%

2021년비유동자산
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	100.0%
Missing	985
Missing (%)	98.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.6751075 × 10¹¹

Minimum	1.1216646 × 10¹⁰
Maximum	7.6528925 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.1216646 × 10¹⁰
5-th percentile	1.2060599 × 10¹⁰
Q1	3.5081757 × 10¹⁰
median	5.4924646 × 10¹⁰
Q3	1.8610559 × 10¹¹
95-th percentile	6.5824004 × 10¹¹
Maximum	7.6528925 × 10¹¹
Range	7.5407261 × 10¹¹
Interquartile range (IQR)	1.5102383 × 10¹¹

Descriptive statistics

Standard deviation	2.3075822 × 10¹¹
Coefficient of variation (CV)	1.3775726
Kurtosis	2.8378969
Mean	1.6751075 × 10¹¹
Median Absolute Deviation (MAD)	4.2502352 × 10¹⁰
Skewness	1.9059164
Sum	2.5126613 × 10¹²
Variance	5.3249355 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
75181356611	1	0.1%
612361802430	1	0.1%
325558829305	1	0.1%
41557792931	1	0.1%
765289250661	1	0.1%
11216645586	1	0.1%
142980014007	1	0.1%
16698473724	1	0.1%
229231156520	1	0.1%
54924645634	1	0.1%
Other values (5)	5	0.5%
(Missing)	985	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11216645586	1	0.1%
12422293397	1	0.1%
16698473724	1	0.1%
28605721512	1	0.1%
41557792931	1	0.1%
42896709603	1	0.1%
51133829034	1	0.1%
54924645634	1	0.1%
75181356611	1	0.1%
102602745605	1	0.1%

Value	Count	Frequency (%)
765289250661	1	0.1%
612361802430	1	0.1%
325558829305	1	0.1%
229231156520	1	0.1%
142980014007	1	0.1%
102602745605	1	0.1%
75181356611	1	0.1%
54924645634	1	0.1%
51133829034	1	0.1%
42896709603	1	0.1%

2017년자산총계
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	100.0%
Missing	988
Missing (%)	98.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.7499664 × 10¹¹

Minimum	2.8319079 × 10¹⁰
Maximum	7.2815688 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	2.8319079 × 10¹⁰
5-th percentile	3.4957496 × 10¹⁰
Q1	6.8939094 × 10¹⁰
median	9.5878015 × 10¹⁰
Q3	2.181641 × 10¹¹
95-th percentile	4.9713725 × 10¹¹
Maximum	7.2815688 × 10¹¹
Range	6.998378 × 10¹¹
Interquartile range (IQR)	1.4922501 × 10¹¹

Descriptive statistics

Standard deviation	1.9642981 × 10¹¹
Coefficient of variation (CV)	1.1224776
Kurtosis	6.0569701
Mean	1.7499664 × 10¹¹
Median Absolute Deviation (MAD)	4.5503023 × 10¹⁰
Skewness	2.337078
Sum	2.0999597 × 10¹²
Variance	3.858467 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
89757485827	1	0.1%
728156875981	1	0.1%
279621313989	1	0.1%
60361054235	1	0.1%
308121192935	1	0.1%
28319078816	1	0.1%
71798440550	1	0.1%
40388928596	1	0.1%
197678365794	1	0.1%
119664761242	1	0.1%
Other values (2)	2	0.2%
(Missing)	988	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28319078816	1	0.1%
40388928596	1	0.1%
60361054235	1	0.1%
71798440550	1	0.1%
74093673257	1	0.1%
89757485827	1	0.1%
101998543281	1	0.1%
119664761242	1	0.1%
197678365794	1	0.1%
279621313989	1	0.1%

Value	Count	Frequency (%)
728156875981	1	0.1%
308121192935	1	0.1%
279621313989	1	0.1%
197678365794	1	0.1%
119664761242	1	0.1%
101998543281	1	0.1%
89757485827	1	0.1%
74093673257	1	0.1%
71798440550	1	0.1%
60361054235	1	0.1%

2018년자산총계
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.7707149 × 10¹¹

Minimum	2.5734736 × 10¹⁰
Maximum	8.1334923 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	2.5734736 × 10¹⁰
5-th percentile	2.8870806 × 10¹⁰
Q1	6.0828364 × 10¹⁰
median	9.7693208 × 10¹⁰
Q3	2.3734791 × 10¹¹
95-th percentile	5.1439904 × 10¹¹
Maximum	8.1334923 × 10¹¹
Range	7.8761449 × 10¹¹
Interquartile range (IQR)	1.7651954 × 10¹¹

Descriptive statistics

Standard deviation	2.1296377 × 10¹¹
Coefficient of variation (CV)	1.2026993
Kurtosis	7.2009579
Mean	1.7707149 × 10¹¹
Median Absolute Deviation (MAD)	4.3080643 × 10¹⁰
Skewness	2.5377386
Sum	2.3019294 × 10¹²
Variance	4.5353566 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
95153898225	1	0.1%
813349228763	1	0.1%
315098910434	1	0.1%
102616127100	1	0.1%
281991632788	1	0.1%
30961519178	1	0.1%
106320975057	1	0.1%
54612565244	1	0.1%
237347906353	1	0.1%
97693208152	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25734735975	1	0.1%
30961519178	1	0.1%
54612565244	1	0.1%
60828363627	1	0.1%
80220325110	1	0.1%
95153898225	1	0.1%
97693208152	1	0.1%
102616127100	1	0.1%
106320975057	1	0.1%
237347906353	1	0.1%

Value	Count	Frequency (%)
813349228763	1	0.1%
315098910434	1	0.1%
281991632788	1	0.1%
237347906353	1	0.1%
106320975057	1	0.1%
102616127100	1	0.1%
97693208152	1	0.1%
95153898225	1	0.1%
80220325110	1	0.1%
60828363627	1	0.1%

2019년자산총계
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.1095596 × 10¹¹

Minimum	2.9486062 × 10¹⁰
Maximum	8.3994599 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	2.9486062 × 10¹⁰
5-th percentile	3.2294239 × 10¹⁰
Q1	6.1496543 × 10¹⁰
median	1.10465 × 10¹¹
Q3	2.6475649 × 10¹¹
95-th percentile	6.4896742 × 10¹¹
Maximum	8.3994599 × 10¹¹
Range	8.1045993 × 10¹¹
Interquartile range (IQR)	2.0325995 × 10¹¹

Descriptive statistics

Standard deviation	2.3787815 × 10¹¹
Coefficient of variation (CV)	1.1276199
Kurtosis	3.4059768
Mean	2.1095596 × 10¹¹
Median Absolute Deviation (MAD)	7.17667 × 10¹⁰
Skewness	1.8834126
Sum	2.7424275 × 10¹²
Variance	5.6586015 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
110464995150	1	0.1%
839945994440	1	0.1%
358756324636	1	0.1%
142053853132	1	0.1%
521648374150	1	0.1%
29486061897	1	0.1%
154372404545	1	0.1%
61496542787	1	0.1%
264756490424	1	0.1%
103291752584	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
29486061897	1	0.1%
34166356448	1	0.1%
38698295319	1	0.1%
61496542787	1	0.1%
83290088986	1	0.1%
103291752584	1	0.1%
110464995150	1	0.1%
142053853132	1	0.1%
154372404545	1	0.1%
264756490424	1	0.1%

Value	Count	Frequency (%)
839945994440	1	0.1%
521648374150	1	0.1%
358756324636	1	0.1%
264756490424	1	0.1%
154372404545	1	0.1%
142053853132	1	0.1%
110464995150	1	0.1%
103291752584	1	0.1%
83290088986	1	0.1%
61496542787	1	0.1%

2020년자산총계
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.5203554 × 10¹¹

Minimum	3.3753675 × 10¹⁰
Maximum	8.0169429 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	3.3753675 × 10¹⁰
5-th percentile	4.143338 × 10¹⁰
Q1	8.3622174 × 10¹⁰
median	1.4007472 × 10¹¹
Q3	3.6232268 × 10¹¹
95-th percentile	7.8854482 × 10¹¹
Maximum	8.0169429 × 10¹¹
Range	7.6794061 × 10¹¹
Interquartile range (IQR)	2.7870051 × 10¹¹

Descriptive statistics

Standard deviation	2.6429969 × 10¹¹
Coefficient of variation (CV)	1.0486604
Kurtosis	1.0695619
Mean	2.5203554 × 10¹¹
Median Absolute Deviation (MAD)	7.5426097 × 10¹⁰
Skewness	1.4822462
Sum	3.276462 × 10¹²
Variance	6.9854328 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
140074715054	1	0.1%
779778510976	1	0.1%
400109186457	1	0.1%
140917002057	1	0.1%
801694287852	1	0.1%
33753674754	1	0.1%
215500812225	1	0.1%
65431756615	1	0.1%
362322681514	1	0.1%
107855911929	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33753674754	1	0.1%
46553183502	1	0.1%
65431756615	1	0.1%
83622174481	1	0.1%
98848117420	1	0.1%
107855911929	1	0.1%
140074715054	1	0.1%
140917002057	1	0.1%
215500812225	1	0.1%
362322681514	1	0.1%

Value	Count	Frequency (%)
801694287852	1	0.1%
779778510976	1	0.1%
400109186457	1	0.1%
362322681514	1	0.1%
215500812225	1	0.1%
140917002057	1	0.1%
140074715054	1	0.1%
107855911929	1	0.1%
98848117420	1	0.1%
83622174481	1	0.1%

2021년자산총계
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	100.0%
Missing	985
Missing (%)	98.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.6671111 × 10¹¹

Minimum	4.0448268 × 10¹⁰
Maximum	1.1048606 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	4.0448268 × 10¹⁰
5-th percentile	4.0898162 × 10¹⁰
Q1	8.8766693 × 10¹⁰
median	1.1273181 × 10¹¹
Q3	3.0155785 × 10¹¹
95-th percentile	9.3166196 × 10¹¹
Maximum	1.1048606 × 10¹²
Range	1.0644123 × 10¹²
Interquartile range (IQR)	2.1279116 × 10¹¹

Descriptive statistics

Standard deviation	3.1614931 × 10¹¹
Coefficient of variation (CV)	1.1853623
Kurtosis	3.1343087
Mean	2.6671111 × 10¹¹
Median Absolute Deviation (MAD)	6.5537568 × 10¹⁰
Skewness	1.9477924
Sum	4.0006667 × 10¹²
Variance	9.9950383 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
134011924288	1	0.1%
857433997054	1	0.1%
462931343585	1	0.1%
178269376467	1	0.1%
1104860554018	1	0.1%
41090973993	1	0.1%
254633045854	1	0.1%
77185258102	1	0.1%
348482657487	1	0.1%
103128127290	1	0.1%
Other values (5)	5	0.5%
(Missing)	985	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40448268095	1	0.1%
41090973993	1	0.1%
77185258102	1	0.1%
83201714955	1	0.1%
94331671134	1	0.1%
103128127290	1	0.1%
107925931555	1	0.1%
112731808352	1	0.1%
134011924288	1	0.1%
178269376467	1	0.1%

Value	Count	Frequency (%)
1104860554018	1	0.1%
857433997054	1	0.1%
462931343585	1	0.1%
348482657487	1	0.1%
254633045854	1	0.1%
178269376467	1	0.1%
134011924288	1	0.1%
112731808352	1	0.1%
107925931555	1	0.1%
103128127290	1	0.1%

2017년유동부채
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	100.0%
Missing	988
Missing (%)	98.8%
Infinite	0
Infinite (%)	0.0%
Mean	6.5227033 × 10¹⁰

Minimum	1.6100774 × 10⁹
Maximum	3.9323876 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.6100774 × 10⁹
5-th percentile	2.2303097 × 10⁹
Q1	8.6470863 × 10⁹
median	2.6296569 × 10¹⁰
Q3	6.7309654 × 10¹⁰
95-th percentile	2.3537092 × 10¹¹
Maximum	3.9323876 × 10¹¹
Range	3.9162869 × 10¹¹
Interquartile range (IQR)	5.8662568 × 10¹⁰

Descriptive statistics

Standard deviation	1.0937621 × 10¹¹
Coefficient of variation (CV)	1.6768539
Kurtosis	8.7887489
Mean	6.5227033 × 10¹⁰
Median Absolute Deviation (MAD)	2.2405936 × 10¹⁰
Skewness	2.8570321
Sum	7.827244 × 10¹¹
Variance	1.1963155 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
9848283801	1	0.1%
393238763927	1	0.1%
34614864972	1	0.1%
21175857631	1	0.1%
106206322326	1	0.1%
2737772485	1	0.1%
18659747783	1	0.1%
1610077379	1	0.1%
102638593449	1	0.1%
55533340806	1	0.1%
Other values (2)	2	0.2%
(Missing)	988	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1610077379	1	0.1%
2737772485	1	0.1%
5043493712	1	0.1%
9848283801	1	0.1%
18659747783	1	0.1%
21175857631	1	0.1%
31417279916	1	0.1%
34614864972	1	0.1%
55533340806	1	0.1%
102638593449	1	0.1%

Value	Count	Frequency (%)
393238763927	1	0.1%
106206322326	1	0.1%
102638593449	1	0.1%
55533340806	1	0.1%
34614864972	1	0.1%
31417279916	1	0.1%
21175857631	1	0.1%
18659747783	1	0.1%
9848283801	1	0.1%
5043493712	1	0.1%

2018년유동부채
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	7.1895567 × 10¹⁰

Minimum	1.941569 × 10⁹
Maximum	5.2065041 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.941569 × 10⁹
5-th percentile	3.4155911 × 10⁹
Q1	5.7890324 × 10⁹
median	2.9844889 × 10¹⁰
Q3	4.0747789 × 10¹⁰
95-th percentile	2.7490217 × 10¹¹
Maximum	5.2065041 × 10¹¹
Range	5.1870884 × 10¹¹
Interquartile range (IQR)	3.4958756 × 10¹⁰

Descriptive statistics

Standard deviation	1.3968127 × 10¹¹
Coefficient of variation (CV)	1.9428356
Kurtosis	10.8034
Mean	7.1895567 × 10¹⁰
Median Absolute Deviation (MAD)	2.4055857 × 10¹⁰
Skewness	3.2052521
Sum	9.3464237 × 10¹¹
Variance	1.9510857 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
9665262601	1	0.1%
520650408797	1	0.1%
31832549503	1	0.1%
38494016750	1	0.1%
111070018158	1	0.1%
4398272427	1	0.1%
26034091906	1	0.1%
4543902045	1	0.1%
109630569723	1	0.1%
40747788511	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1941569035	1	0.1%
4398272427	1	0.1%
4543902045	1	0.1%
5789032405	1	0.1%
9665262601	1	0.1%
26034091906	1	0.1%
29844888940	1	0.1%
31832549503	1	0.1%
38494016750	1	0.1%
40747788511	1	0.1%

Value	Count	Frequency (%)
520650408797	1	0.1%
111070018158	1	0.1%
109630569723	1	0.1%
40747788511	1	0.1%
38494016750	1	0.1%
31832549503	1	0.1%
29844888940	1	0.1%
26034091906	1	0.1%
9665262601	1	0.1%
5789032405	1	0.1%

2019년유동부채
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	7.8057159 × 10¹⁰

Minimum	7.2501682 × 10⁸
Maximum	5.5174242 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	7.2501682 × 10⁸
5-th percentile	1.9816118 × 10⁹
Q1	3.9062309 × 10⁹
median	3.8861819 × 10¹⁰
Q3	7.7042201 × 10¹⁰
95-th percentile	3.0418664 × 10¹¹
Maximum	5.5174242 × 10¹¹
Range	5.510174 × 10¹¹
Interquartile range (IQR)	7.313597 × 10¹⁰

Descriptive statistics

Standard deviation	1.4828988 × 10¹¹
Coefficient of variation (CV)	1.8997601
Kurtosis	10.482311
Mean	7.8057159 × 10¹⁰
Median Absolute Deviation (MAD)	3.5763429 × 10¹⁰
Skewness	3.1422062
Sum	1.0147431 × 10¹²
Variance	2.1989887 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
14557238030	1	0.1%
551742415375	1	0.1%
49479636831	1	0.1%
86993688858	1	0.1%
139149464268	1	0.1%
2819341764	1	0.1%
38861818517	1	0.1%
7024584187	1	0.1%
77042201011	1	0.1%
39343039469	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
725016821	1	0.1%
2819341764	1	0.1%
3098389034	1	0.1%
3906230891	1	0.1%
7024584187	1	0.1%
14557238030	1	0.1%
38861818517	1	0.1%
39343039469	1	0.1%
49479636831	1	0.1%
77042201011	1	0.1%

Value	Count	Frequency (%)
551742415375	1	0.1%
139149464268	1	0.1%
86993688858	1	0.1%
77042201011	1	0.1%
49479636831	1	0.1%
39343039469	1	0.1%
38861818517	1	0.1%
14557238030	1	0.1%
7024584187	1	0.1%
3906230891	1	0.1%

2020년유동부채
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	7.4627435 × 10¹⁰

Minimum	1.40486 × 10⁹
Maximum	3.5007776 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.40486 × 10⁹
5-th percentile	1.8378101 × 10⁹
Q1	1.3451541 × 10¹⁰
median	5.6256023 × 10¹⁰
Q3	6.059821 × 10¹⁰
95-th percentile	2.2926836 × 10¹¹
Maximum	3.5007776 × 10¹¹
Range	3.486729 × 10¹¹
Interquartile range (IQR)	4.7146669 × 10¹⁰

Descriptive statistics

Standard deviation	9.4638419 × 10¹⁰
Coefficient of variation (CV)	1.2681451
Kurtosis	6.2097591
Mean	7.4627435 × 10¹⁰
Median Absolute Deviation (MAD)	4.2804482 × 10¹⁰
Skewness	2.3298509
Sum	9.7015665 × 10¹¹
Variance	8.9564303 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
36879089468	1	0.1%
350077757661	1	0.1%
58779180365	1	0.1%
60598210302	1	0.1%
133295979217	1	0.1%
3387142589	1	0.1%
57761405328	1	0.1%
1404860014	1	0.1%
148728760242	1	0.1%
47410258490	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1404860014	1	0.1%
2126443555	1	0.1%
3387142589	1	0.1%
13451541028	1	0.1%
36879089468	1	0.1%
47410258490	1	0.1%
56256023037	1	0.1%
57761405328	1	0.1%
58779180365	1	0.1%
60598210302	1	0.1%

Value	Count	Frequency (%)
350077757661	1	0.1%
148728760242	1	0.1%
133295979217	1	0.1%
60598210302	1	0.1%
58779180365	1	0.1%
57761405328	1	0.1%
56256023037	1	0.1%
47410258490	1	0.1%
36879089468	1	0.1%
13451541028	1	0.1%

2021년유동부채
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	100.0%
Missing	985
Missing (%)	98.5%
Infinite	0
Infinite (%)	0.0%
Mean	7.8140033 × 10¹⁰

Minimum	2.1153382 × 10⁹
Maximum	3.4199522 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	2.1153382 × 10⁹
5-th percentile	3.8963409 × 10⁹
Q1	1.483676 × 10¹⁰
median	3.816117 × 10¹⁰
Q3	8.5910272 × 10¹⁰
95-th percentile	3.1214996 × 10¹¹
Maximum	3.4199522 × 10¹¹
Range	3.3987988 × 10¹¹
Interquartile range (IQR)	7.1073512 × 10¹⁰

Descriptive statistics

Standard deviation	1.0436404 × 10¹¹
Coefficient of variation (CV)	1.3356027
Kurtosis	3.0743078
Mean	7.8140033 × 10¹⁰
Median Absolute Deviation (MAD)	3.0609856 × 10¹⁰
Skewness	1.9615722
Sum	1.1721005 × 10¹²
Variance	1.0891853 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
20457920197	1	0.1%
341995216105	1	0.1%
68771025257	1	0.1%
106486631838	1	0.1%
299359137187	1	0.1%
4659627700	1	0.1%
89442793466	1	0.1%
8301762636	1	0.1%
82377750336	1	0.1%
38161169549	1	0.1%
Other values (5)	5	0.5%
(Missing)	985	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2115338244	1	0.1%
4659627700	1	0.1%
8301762636	1	0.1%
14128060553	1	0.1%
15545459478	1	0.1%
17707910162	1	0.1%
20457920197	1	0.1%
38161169549	1	0.1%
62590698316	1	0.1%
68771025257	1	0.1%

Value	Count	Frequency (%)
341995216105	1	0.1%
299359137187	1	0.1%
106486631838	1	0.1%
89442793466	1	0.1%
82377750336	1	0.1%
68771025257	1	0.1%
62590698316	1	0.1%
38161169549	1	0.1%
20457920197	1	0.1%
17707910162	1	0.1%

2017년자본금
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	100.0%
Missing	988
Missing (%)	98.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.4534661 × 10¹⁰

Minimum	1.9043195 × 10⁹
Maximum	9.273984 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.9043195 × 10⁹
5-th percentile	1.9665138 × 10⁹
Q1	3.0029862 × 10⁹
median	9.0423175 × 10⁹
Q3	1.1360131 × 10¹⁰
95-th percentile	5.049896 × 10¹⁰
Maximum	9.273984 × 10¹⁰
Range	9.083552 × 10¹⁰
Interquartile range (IQR)	8.3571449 × 10⁹

Descriptive statistics

Standard deviation	2.5068846 × 10¹⁰
Coefficient of variation (CV)	1.7247631
Kurtosis	10.931959
Mean	1.4534661 × 10¹⁰
Median Absolute Deviation (MAD)	5.5543325 × 10⁹
Skewness	3.2508643
Sum	1.7441593 × 10¹¹
Variance	6.2844706 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
8729826500	1	0.1%
12173292000	1	0.1%
3152000000	1	0.1%
2555945000	1	0.1%
11089077500	1	0.1%
1904319500	1	0.1%
3823970000	1	0.1%
15938240000	1	0.1%
92739840000	1	0.1%
10937211500	1	0.1%
Other values (2)	2	0.2%
(Missing)	988	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1904319500	1	0.1%
2017400000	1	0.1%
2555945000	1	0.1%
3152000000	1	0.1%
3823970000	1	0.1%
8729826500	1	0.1%
9354808500	1	0.1%
10937211500	1	0.1%
11089077500	1	0.1%
12173292000	1	0.1%

Value	Count	Frequency (%)
92739840000	1	0.1%
15938240000	1	0.1%
12173292000	1	0.1%
11089077500	1	0.1%
10937211500	1	0.1%
9354808500	1	0.1%
8729826500	1	0.1%
3823970000	1	0.1%
3152000000	1	0.1%
2555945000	1	0.1%

2018년자본금
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	8.4243163 × 10⁹

Minimum	2.0174 × 10⁹
Maximum	1.9747965 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	2.0174 × 10⁹
5-th percentile	2.0515517 × 10⁹
Q1	2.601 × 10⁹
median	8.7298265 × 10⁹
Q3	1.1931176 × 10¹⁰
95-th percentile	1.746213 × 10¹⁰
Maximum	1.9747965 × 10¹⁰
Range	1.7730565 × 10¹⁰
Interquartile range (IQR)	9.3301755 × 10⁹

Descriptive statistics

Standard deviation	5.7125243 × 10⁹
Coefficient of variation (CV)	0.67809946
Kurtosis	-0.56319289
Mean	8.4243163 × 10⁹
Median Absolute Deviation (MAD)	4.2279565 × 10⁹
Skewness	0.53674685
Sum	1.0951611 × 10¹¹
Variance	3.2632934 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
8729826500	1	0.1%
12173292000	1	0.1%
6304000000	1	0.1%
2555945000	1	0.1%
11586270500	1	0.1%
2074319500	1	0.1%
4501870000	1	0.1%
15938240000	1	0.1%
19747965000	1	0.1%
11931175500	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2017400000	1	0.1%
2074319500	1	0.1%
2555945000	1	0.1%
2601000000	1	0.1%
4501870000	1	0.1%
6304000000	1	0.1%
8729826500	1	0.1%
9354808500	1	0.1%
11586270500	1	0.1%
11931175500	1	0.1%

Value	Count	Frequency (%)
19747965000	1	0.1%
15938240000	1	0.1%
12173292000	1	0.1%
11931175500	1	0.1%
11586270500	1	0.1%
9354808500	1	0.1%
8729826500	1	0.1%
6304000000	1	0.1%
4501870000	1	0.1%
2601000000	1	0.1%

2019년자본금
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	8.7005607 × 10⁹

Minimum	1.4923612 × 10⁹
Maximum	2.9247965 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.4923612 × 10⁹
5-th percentile	1.8073845 × 10⁹
Q1	2.5738565 × 10⁹
median	6.304 × 10⁹
Q3	1.1931176 × 10¹⁰
95-th percentile	2.2386759 × 10¹⁰
Maximum	2.9247965 × 10¹⁰
Range	2.7755604 × 10¹⁰
Interquartile range (IQR)	9.357319 × 10⁹

Descriptive statistics

Standard deviation	8.034958 × 10⁹
Coefficient of variation (CV)	0.92349887
Kurtosis	2.5303792
Mean	8.7005607 × 10⁹
Median Absolute Deviation (MAD)	4.2866 × 10⁹
Skewness	1.5237024
Sum	1.1310729 × 10¹¹
Variance	6.456055 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
8729826500	1	0.1%
12173292000	1	0.1%
6304000000	1	0.1%
2573856500	1	0.1%
11629601000	1	0.1%
2074319500	1	0.1%
4501870000	1	0.1%
17812622500	1	0.1%
29247965000	1	0.1%
11931175500	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1492361200	1	0.1%
2017400000	1	0.1%
2074319500	1	0.1%
2573856500	1	0.1%
2619000000	1	0.1%
4501870000	1	0.1%
6304000000	1	0.1%
8729826500	1	0.1%
11629601000	1	0.1%
11931175500	1	0.1%

Value	Count	Frequency (%)
29247965000	1	0.1%
17812622500	1	0.1%
12173292000	1	0.1%
11931175500	1	0.1%
11629601000	1	0.1%
8729826500	1	0.1%
6304000000	1	0.1%
4501870000	1	0.1%
2619000000	1	0.1%
2573856500	1	0.1%

2020년자본금
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	987
Missing (%)	98.7%
Infinite	0
Infinite (%)	0.0%
Mean	9.3570605 × 10⁹

Minimum	1.5094489 × 10⁹
Maximum	2.9247965 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.5094489 × 10⁹
5-th percentile	1.8142196 × 10⁹
Q1	2.619 × 10⁹
median	6.304 × 10⁹
Q3	1.1931176 × 10¹⁰
95-th percentile	2.2722689 × 10¹⁰
Maximum	2.9247965 × 10¹⁰
Range	2.7738516 × 10¹⁰
Interquartile range (IQR)	9.3121755 × 10⁹

Descriptive statistics

Standard deviation	8.2130801 × 10⁹
Coefficient of variation (CV)	0.87774147
Kurtosis	1.5021367
Mean	9.3570605 × 10⁹
Median Absolute Deviation (MAD)	4.2866 × 10⁹
Skewness	1.3022944
Sum	1.2164179 × 10¹¹
Variance	6.7454684 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
8729826500	1	0.1%
17079214000	1	0.1%
6304000000	1	0.1%
5625460500	1	0.1%
11629601000	1	0.1%
2074319500	1	0.1%
4501870000	1	0.1%
18372505500	1	0.1%
29247965000	1	0.1%
11931175500	1	0.1%
Other values (3)	3	0.3%
(Missing)	987	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1509448900	1	0.1%
2017400000	1	0.1%
2074319500	1	0.1%
2619000000	1	0.1%
4501870000	1	0.1%
5625460500	1	0.1%
6304000000	1	0.1%
8729826500	1	0.1%
11629601000	1	0.1%
11931175500	1	0.1%

Value	Count	Frequency (%)
29247965000	1	0.1%
18372505500	1	0.1%
17079214000	1	0.1%
11931175500	1	0.1%
11629601000	1	0.1%
8729826500	1	0.1%
6304000000	1	0.1%
5625460500	1	0.1%
4501870000	1	0.1%
2619000000	1	0.1%

2021년자본금
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	100.0%
Missing	985
Missing (%)	98.5%
Infinite	0
Infinite (%)	0.0%
Mean	8.7058615 × 10⁹

Minimum	1.5160989 × 10⁹
Maximum	3.0086889 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1.5160989 × 10⁹
5-th percentile	1.8670097 × 10⁹
Q1	3.2496678 × 10⁹
median	5.7416575 × 10⁹
Q3	1.1780388 × 10¹⁰
95-th percentile	2.1886821 × 10¹⁰
Maximum	3.0086889 × 10¹⁰
Range	2.857079 × 10¹⁰
Interquartile range (IQR)	8.5307205 × 10⁹

Descriptive statistics

Standard deviation	7.9899882 × 10⁹
Coefficient of variation (CV)	0.91777111
Kurtosis	2.491697
Mean	8.7058615 × 10⁹
Median Absolute Deviation (MAD)	3.7119475 × 10⁹
Skewness	1.5853717
Sum	1.3058792 × 10¹¹
Variance	6.3839912 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
8729826500	1	0.1%
17079214000	1	0.1%
6304000000	1	0.1%
5741657500	1	0.1%
11629601000	1	0.1%
4148639000	1	0.1%
4501870000	1	0.1%
18372505500	1	0.1%
30086889000	1	0.1%
11931175500	1	0.1%
Other values (5)	5	0.5%
(Missing)	985	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1516098900	1	0.1%
2017400000	1	0.1%
2029710000	1	0.1%
2718000000	1	0.1%
3781335500	1	0.1%
4148639000	1	0.1%
4501870000	1	0.1%
5741657500	1	0.1%
6304000000	1	0.1%
8729826500	1	0.1%

Value	Count	Frequency (%)
30086889000	1	0.1%
18372505500	1	0.1%
17079214000	1	0.1%
11931175500	1	0.1%
11629601000	1	0.1%
8729826500	1	0.1%
6304000000	1	0.1%
5741657500	1	0.1%
4501870000	1	0.1%
4148639000	1	0.1%

2017년법인세비용차감전순이익
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

<NA>	998
-4844430858	1
9557235778	1

Length

Max length	11
Median length	4
Mean length	4.013
Min length	4

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	998	99.8%
-4844430858	1	0.1%
9557235778	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	998	99.8%
4844430858	1	0.1%
9557235778	1	0.1%

2018년법인세비용차감전순이익
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

<NA>	999
11487307678	1

Length

Max length	11
Median length	4
Mean length	4.007
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	999	99.9%
11487307678	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	999	99.9%
11487307678	1	0.1%

2019년법인세비용차감전순이익
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

<NA>	999
17014606885	1

Length

Max length	11
Median length	4
Mean length	4.007
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	999	99.9%
17014606885	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	999	99.9%
17014606885	1	0.1%

2020년법인세비용차감전순이익
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1000
Missing (%)	100.0%
Memory size	8.9 KiB

2021년법인세비용차감전순이익
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

<NA>	999
9399174065	1

Length

Max length	10
Median length	4
Mean length	4.006
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	999	99.9%
9399174065	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	999	99.9%
9399174065	1	0.1%

Unnamed: 96
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1000
Missing (%)	100.0%
Memory size	8.9 KiB

Unnamed: 97
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1000
Missing (%)	100.0%
Memory size	8.9 KiB

First rows
Last rows

	기업명	사업자등록번호	법인등록번호	대표자명	KSIC 세부코드	기업규모	기업형태	설립일	기업공개구분	홈페이지	본사 우편번호	본사 주소	사업장 우편번호	사업장 주소	전화번호	업종구분	주제품명	지역구분	2017년이익잉여금	2018년이익잉여금	2019년이익잉여금	2020년이익잉여금	2021년이익잉여금	2017년매출액	2018년매출액	2019년매출액	2020년매출액	2021년매출액	2017년자본총계	2018년자본총계	2019년자본총계	2020년자본총계	2021년자본총계	2017년부채총계	2018년부채총계	2019년부채총계	2020년부채총계	2021년부채총계	2017년매출액영업이익률	2018년매출액영업이익률	2019년매출액영업이익률	2020년매출액영업이익률	2021년매출액영업이익률	3년 평균 매출액 증가율	2017년연구개발비	2018년연구개발비	2019년연구개발비	2020년연구개발비	2021년연구개발비	2017년연구개발비중	2018년연구개발비중	2019년연구개발비중	2020년연구개발비중	2021년연구개발비중	TP 수혜기업 여부	이노비즈인증여부	2017년영업이익	2018년영업이익	2019년영업이익	2020년영업이익	2021년영업이익	2017년당기순이익	2018년당기순이익	2019년당기순이익	2020년당기순이익	2021년당기순이익	2017년유동자산	2018년유동자산	2019년유동자산	2020년유동자산	2021년유동자산	2017년비유동자산	2018년비유동자산	2019년비유동자산	2020년비유동자산	2021년비유동자산	2017년자산총계	2018년자산총계	2019년자산총계	2020년자산총계	2021년자산총계	2017년유동부채	2018년유동부채	2019년유동부채	2020년유동부채	2021년유동부채	2017년자본금	2018년자본금	2019년자본금	2020년자본금	2021년자본금	2017년법인세비용차감전순이익	2018년법인세비용차감전순이익	2019년법인세비용차감전순이익	2020년법인세비용차감전순이익	2021년법인세비용차감전순이익	Unnamed: 96	Unnamed: 97
0	현대모비스	1018116406	1101110215536	정의선	C30399	대기업	주식회사	1977-06-25	유가증권시장	www.mobis.co.kr	6141	서울 강남구 테헤란로 203 (역삼동)	27862	충북 진천군 문백면 사양2길 95 (문덕리)	02-2018-5114	그 외 자동차용 신품 부품 제조업	자동차 3대 핵심모듈인 샤시모듈, 칵핏모듈, 프론트엔드모듈	충북 진천군	19740100000000	20930300000000	21993600000000	22849400000000	23708100000000	19417700000000	20517200000000	22624700000000	22954500000000	27328600000000	21232900000000	22406400000000	23406300000000	24091300000000	24578900000000	4129480000000	4771400000000	6394000000000	7150180000000	7997300000000	7.53	7.55	7.42	5.99	4.97	0.09905	736105019	820358480	966755129	1030403830	1166929293	3.79	4.0	4.27	4.49	4.27	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	엘지화학	1078198139	1101112207995	신학철	C20111	대기업	주식회사	2001-04-03	유가증권시장	www.lgchem.com	7336	서울 영등포구 여의대로 128 (여의도동)	28441	충북 청주시 흥덕구 백봉로 39 (송정동)	02-3773-1114	석유화학계 기초 화학물질 제조업	ABS, PC, EP, PE, PP, 합성고무, 아크릴, 가소제, SAP, PVC, BPA, 특수수지	충북 청주시	13188500000000	14255600000000	14111600000000	13891100000000	15658300000000	20880200000000	23315300000000	21809600000000	20830000000000	20471000000000	15505500000000	16549900000000	16460200000000	16963500000000	18784900000000	5642600000000	7180670000000	10566900000000	8886650000000	12144300000000	10.98	8.38	2.86	5.35	14.75	<NA>	193121302	222754546	89484753	224297535	131792585	0.92	0.96	0.41	1.08	0.64	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	에스케이하이닉스	1268103725	1344110001387	박정호, 이석희	C26129	대기업	주식회사	1949-10-15	유가증권시장	www.skhynix.com	17336	경기 이천시 부발읍 경충대로 2091 (아미리)	28429	충북 청주시 흥덕구 대신로 215 (향정동)	031-5185-4114	기타 반도체소자 제조업	DRAM, NAND Flash, MCP 등	충북 청주시	25712500000000	40326100000000	40687700000000	44221700000000	52976900000000	29718900000000	40324700000000	25320800000000	30525000000000	41557300000000	32771900000000	45660900000000	46036900000000	49574300000000	58737600000000	11541000000000	15319700000000	12132000000000	14496700000000	26234900000000	44.89	51.03	7.86	14.89	29.32	0.28111	2244522800	2562107416	2641309313	2783573697	3501371780	7.55	6.35	10.43	9.12	8.43	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	휴온스	8638700270	1311110446029	엄기안, 송수영	C21210	중견기업	주식회사	2016-05-03	코스닥시장	www.huons.com	13449	경기 성남시 수정구 창업로 17, A동 8층 (시흥동,판교 아이스퀘어)	27159	충북 제천시 바이오밸리로 100 (왕암동)	02-854-4700	완제 의약품 제조업	뷰티·웰빙·기타	충북 제천시	49009625000	88406005000	122120000000	164796000000	190412000000	278012000000	313390000000	333128000000	366248000000	403603000000	127341000000	166663000000	200600000000	238632000000	266355000000	83998625000	73274324000	83482804000	156658000000	146913000000	13.96	15.31	14.4	14.2	10.82	0.10071	18812249	19811289	24554871	25742139	29945723	6.77	6.32	7.37	7.03	7.42	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	현대에너지솔루션	1188122037	1101116265410	박종환, 강철호	C28909	대기업	주식회사	2016-12-21	유가증권시장	www.hyundai-es.co.kr	13591	경기 성남시 분당구 분당로 55, 4층 (서현동,분당퍼스트타워)	27711	충북 음성군 소이면 소이로 313 (대장리)	01-522-5001	그 외 기타 전기장비 제조업	태양광모듈 외	충북 음성군	-203249000000	132662000000	156180000000	164481000000	153653000000	259797000000	347623000000	446694000000	419090000000	559507000000	221040000000	237591000000	318035000000	330939000000	320112000000	34408343000	38803500000	112328000000	128234000000	284917000000	-8.77	4.11	4.98	2.71	1.12	<NA>	3210316	5218869	3448028	3032116	2037165	1.24	1.5	0.77	0.72	0.36	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	씨제이제일제당	1048609535	1101113748253	손경식	C10749	대기업	주식회사	2007-09-04	유가증권시장	www.cj.co.kr	4560	서울 중구 동호로 330 (쌍림동)	<NA>	충북 음성군 금왕읍 무극로65번길 19 (내송리)	02-6740-1114	기타 식품 첨가물 제조업	설탕, 밀가루, 식용유 등(식품사업), 아미노산 등(바이오사업), 운송, 하역, 건설 등(물류사업)	충북 음성군	2356720000000	3211280000000	3078600000000	3356390000000	3582710000000	5267130000000	6045730000000	5882530000000	5980830000000	6796070000000	3260210000000	4761320000000	4634670000000	4922990000000	5133510000000	3939400000000	3828200000000	6042720000000	4615800000000	5478310000000	4.81	4.87	3.46	4.8	4.49	<NA>	15738178	5682988	48601479	24629050	11811565	0.3	0.09	0.83	0.41	0.17	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	동원시스템즈	1238115163	1341110011712	조점근	C22232	중견기업	주식회사	1980-05-10	유가증권시장	www.dongwonsystems.com	31409	충남 아산시 둔포면 아산밸리동로 100 (운용리)	27809	충북 진천군 광혜원면 용소2길 32-14 (회죽리)	02-589-4903	포장용 플라스틱 성형용기 제조업	연포장재, 유리병, 공관, PET 등(상품및제품)	충북 진천군	106346000000	132324000000	147919000000	175757000000	195536000000	427632000000	523309000000	519372000000	581843000000	785069000000	342339000000	366473000000	381660000000	408341000000	655139000000	354658000000	375676000000	369205000000	427301000000	712634000000	7.39	7.51	6.88	8.84	7.74	<NA>	2153556	3085430	3550428	4104322	4270777	0.5	0.59	0.68	0.71	0.54	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	씨제이헬스케어	2018638914	1101115379692	강석희, 윤상현	C21210	중견기업	주식회사	2014-04-01	코스닥시장	www.inno-n.com	4551	서울 중구 을지로 100, 에이동 6층, 7층, 8층 (을지로2가)	28158	충북 청주시 흥덕구 오송읍 오송생명2로 239 (만수리)	02-6477-0000	완제 의약품 제조업	의약품(전문의약품, 일반의약품), 건강음료, 식품 외	충북 청주시	126637000000	149575000000	80942794000	149390000000	173631000000	520516000000	490700000000	140612000000	515289000000	768267000000	374415000000	299697000000	790668000000	743445000000	1151320000000	152449000000	145378000000	528669000000	871640000000	686378000000	15.7	11.53	99.85	24.01	6.54	1.33746	16234898	16513022	2130975	12533891	18703464	3.12	3.37	1.52	2.43	2.43	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8	엘지전자	1078614075	1101112487050	배두용, 권봉석	C28519	대기업	주식회사	2002-04-01	유가증권시장	www.lge.co.kr	7336	서울 영등포구 여의대로 128 (여의도동)	28431	충북 청주시 흥덕구 2순환로971번길 93 (향정동)	02-3777-1114	기타 가정용 전기기기 제조업	세탁기, 청소기, 냉장고, 에어컨, TV, 모니터 외	충북 청주시	5602970000000	5460710000000	5006110000000	6018120000000	4940120000000	31966500000000	29982000000000	28654500000000	24735800000000	27778000000000	9544860000000	9362880000000	8893330000000	9921730000000	8890260000000	18614900000000	18502600000000	18581600000000	19778300000000	20703300000000	2.19	1.63	0.58	5.23	1.61	<NA>	293900113	1993174074	502169551	389538595	229891118	0.92	6.65	1.75	1.57	0.83	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	코웨이	3078106054	1101110626501	이해선	C29175	대기업	주식회사	1989-05-02	유가증권시장	www.coway.co.kr	32508	충남 공주시 유구읍 유구마곡사로 136-23 (유구리)	<NA>	기타	041-850-7800	액체 여과기 제조업	정수기, 온수기, 비데 등	충북 음성군,청주시,충주시,옥천군,제천시,진천군,단양군	1013410000000	998995000000	955468000000	1242300000000	1515020000000	2320500000000	2395500000000	2531010000000	2592550000000	2814650000000	1043130000000	1129030000000	1083100000000	1385970000000	1658860000000	1107260000000	1202850000000	1610070000000	1325170000000	1581790000000	20.62	19.92	15.59	17.57	16.05	<NA>	8794709	9007074	7129859	6937656	12221202	0.38	0.38	0.28	0.27	0.43	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	기업명	사업자등록번호	법인등록번호	대표자명	KSIC 세부코드	기업규모	기업형태	설립일	기업공개구분	홈페이지	본사 우편번호	본사 주소	사업장 우편번호	사업장 주소	전화번호	업종구분	주제품명	지역구분	2017년이익잉여금	2018년이익잉여금	2019년이익잉여금	2020년이익잉여금	2021년이익잉여금	2017년매출액	2018년매출액	2019년매출액	2020년매출액	2021년매출액	2017년자본총계	2018년자본총계	2019년자본총계	2020년자본총계	2021년자본총계	2017년부채총계	2018년부채총계	2019년부채총계	2020년부채총계	2021년부채총계	2017년매출액영업이익률	2018년매출액영업이익률	2019년매출액영업이익률	2020년매출액영업이익률	2021년매출액영업이익률	3년 평균 매출액 증가율	2017년연구개발비	2018년연구개발비	2019년연구개발비	2020년연구개발비	2021년연구개발비	2017년연구개발비중	2018년연구개발비중	2019년연구개발비중	2020년연구개발비중	2021년연구개발비중	TP 수혜기업 여부	이노비즈인증여부	2017년영업이익	2018년영업이익	2019년영업이익	2020년영업이익	2021년영업이익	2017년당기순이익	2018년당기순이익	2019년당기순이익	2020년당기순이익	2021년당기순이익	2017년유동자산	2018년유동자산	2019년유동자산	2020년유동자산	2021년유동자산	2017년비유동자산	2018년비유동자산	2019년비유동자산	2020년비유동자산	2021년비유동자산	2017년자산총계	2018년자산총계	2019년자산총계	2020년자산총계	2021년자산총계	2017년유동부채	2018년유동부채	2019년유동부채	2020년유동부채	2021년유동부채	2017년자본금	2018년자본금	2019년자본금	2020년자본금	2021년자본금	2017년법인세비용차감전순이익	2018년법인세비용차감전순이익	2019년법인세비용차감전순이익	2020년법인세비용차감전순이익	2021년법인세비용차감전순이익	Unnamed: 96	Unnamed: 97
990	영농조합법인산정푸드	3038166195	1545710003951	원창분	C10749	소상공인	기타법인	2012-05-07	일반법인	<NA>	27734	충북 음성군 맹동면 덕금로 36 (신돈리)	<NA>	<NA>	043-877-8822	기타 식품 첨가물 제조업	향료, 식품첨가물등	충북 음성군	380795000	431860000	492616000	552011000	634205000	2064016000	1681848000	2128671000	2038971000	2585399000	1080795000	1131860000	1192616000	1252011000	1334205000	1664229000	1364260000	2184113000	2178834000	2028467000	7.37	5.76	9.65	4.95	4.33	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
991	비제이바이오켐	2358700252	<NA>	정국인	C20499	소상공인	주식회사	2015-11-25	일반법인	www.bjbiochem.com	34025	대전 유성구 테크노2로 199, 415호 (용산동,미건테크노월드1차)	28104	충북 청주시 청원구 오창읍 두릉유리로 51-3 (성재리)	042-863-4078	그 외 기타 분류 안된 화학제품 제조업	바이오 합성제품,발효 화학추출물 등	충북 청주시	-51869000	-90683000	-58193000	-552735000	<NA>	535933000	873302000	1010933000	1113733000	<NA>	98131000	558067000	1357309000	861989000	<NA>	162097000	582706000	3502079000	4020160000	<NA>	-4.3	-1.65	4.01	-41.14	<NA>	<NA>	96094	39719	206964	185741	<NA>	17.93	4.55	20.47	16.68	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
992	에스앤비코리아	2118782485	1101113467663	윤찬준	C20423	소상공인	주식회사	2006-05-30	일반법인	www.skin-4u.com	8590	서울 금천구 가산디지털1로 84, 1504호 ,1505호 (가산동,에이스하이엔드타워8차)	28413	충북 청주시 흥덕구 서부로 1291, 3층 (가경동,홈플러스)	02-3443-3447	화장품 제조업	피부관리프랜차이즈	충북 청주시	347041000	351553000	355180000	356103000	<NA>	1147223000	846788000	612176000	514290000	<NA>	577041000	581553000	585180000	586103000	<NA>	1461425000	1465398000	1086517000	1111638000	<NA>	10.36	5.0	6.88	-8.01	<NA>	-1.0	3971	<NA>	<NA>	<NA>	<NA>	0.35	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
993	생활연구소	8378700683	1101116254041	연현주	J58221	소기업	주식회사	2016-12-09	일반법인	www.cleaninglab.co.kr	13487	경기 성남시 분당구 판교로 242, C동 1002호 (삼평동,판교디지털센터)	28555	충북 청주시 서원구 사직대로 267-1, A동 301호 (사직동,늘보람빌딩)	<NA>	시스템 소프트웨어 개발 및 공급업	가사도우미 O2O플랫폼	충북 청주시	-540794000	-1754425000	-6203604000	-11733297000	-19175053000	53081000	256357000	1351878000	2647126000	5158482000	509226000	1796035000	7350084000	1820391000	16378872000	16634000	168026000	483365000	706811000	971185000	<NA>	-489.16	-336.08	-210.33	-147.01	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
994	에이카	4588700272	<NA>	김태균	C26221	소기업	주식회사	2015-12-07	일반법인	www.bestics.co.kr	22762	인천 서구 청라커낼로260번길 11, 808호, 809호, 810호, 811호, 812호 (청라동,진성프라자)	<NA>	<NA>	043-716-2345	인쇄회로기판용 적층판 제조업	인쇄회로기판용 적층판	기타	262095000	356005000	90659000	138901000	711619000	7802756000	9393201000	8521792000	7306572000	2957635000	562095000	656005000	390659000	438901000	1011619000	2236790000	2927050000	2901786000	2558647000	499859000	3.96	1.3	-2.25	0.72	12.16	<NA>	255868	293237	8130	<NA>	<NA>	3.28	3.12	0.1	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
995	엔피에스	1448600871	<NA>	배성호	C29299	소기업	주식회사	2017-12-08	일반법인	<NA>	28371	충북 청주시 흥덕구 서부로 735 (현암동)	<NA>	<NA>	043-715-6910	그 외 기타 특수목적용 기계 제조업	레이저 재단기, 검사기, 포장기	충북 청주시	-5006000	-17452000	478985000	597987000	1457873000	<NA>	1921742000	4756801000	2008408000	4788645000	194034000	181588000	678025000	797987000	1657873000	2640000	1019983000	647913000	1275185000	1890778000	<NA>	-2.43	4.77	-6.92	2.24	<NA>	<NA>	4825	451768	495289	895410	<NA>	0.25	9.5	24.66	18.7	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
996	유진금속	3038167739	1511110044861	김낙준	C24222	중기업	주식회사	2012-11-01	외감	www.ujmetal.com	27326	충북 충주시 충주산단1로 115 (용탄동)	<NA>	<NA>	043-851-6061	알루미늄 압연, 압출 및 연신제품 제조업	알루미늄제품 외	충북 충주시	3346277000	4085316000	5126818000	5489746000	5750709000	25963280000	16079434000	22565318000	15516008000	20698651000	4746277000	5485316000	6526818000	6889746000	7150709000	9257344000	10646706000	10123689000	11105848000	8582295000	7.95	7.69	7.19	4.15	1.91	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
997	태성이엔지	3178132641	<NA>	송재준	C29299	소상공인	주식회사	2012-11-13	일반법인	<NA>	28307	충북 청주시 청원구 외남로104번길 53 (외남동)	<NA>	<NA>	043-217-6111	그 외 기타 특수목적용 기계 제조업	산업기계 제작 및 설치	충북 청주시	954199000	1078908000	1457482000	1156030000	901703000	1563460000	2247423000	2115590000	1234483000	1673902000	1159199000	1283908000	1662482000	1361030000	1106703000	217150000	227724000	153830000	154190000	203774000	1.41	4.51	17.71	-21.52	-15.69	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
998	제이아이씨	2888600749	1543110043436	오천근	C30399	소기업	주식회사	2017-09-08	외감	<NA>	27844	충북 진천군 이월면 진광로 137 (사곡리)	<NA>	<NA>	043-534-8705	그 외 자동차용 신품 부품 제조업	공기조절장치 등	충북 진천군	-150733000	-416160000	-493446000	-586736000	-863818000	1046427000	5508705000	6841908000	2774679000	5045858000	324866000	59439000	-17848000	188862000	-88220000	1291500000	1222808000	2121516000	1307632000	1541907000	<NA>	-4.54	-0.31	-2.2	-4.96	-0.14123	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
999	호서산업	3038152880	<NA>	권선웅	C25119	소기업	주식회사	2008-11-12	일반법인	<NA>	27721	충북 음성군 원남면 원남산단로 274-5 (상당리)	<NA>	<NA>	043-882-3093	기타 구조용 금속제품 제조업	강구조물	충북 음성군	492632000	103051000	245040000	195847000	294182000	3675918000	3463782000	5719387000	5371856000	8713807000	542632000	153051000	295040000	245847000	344182000	2131728000	1872961000	2339604000	2539176000	3313217000	1.6	-9.65	3.67	1.53	1.95	0.23432	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Other Letter

Decimal Number

Other Punctuation

Uppercase Letter

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Open Punctuation

Close Punctuation