gimi9 Pandas Profiling

Dataset statistics

Number of variables	20
Number of observations	49
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	8.7 KiB
Average record size in memory	181.7 B

Variable types

Text	1
Numeric	19

Dataset

Description	한국산업안전보건공단에서 제공하는 산업안전에 대한 통계자료로 연도별, 노동관서별 사업장수에 관한 현황분석데이터입니다.
URL	https://www.data.go.kr/data/15064460/fileData.do

Alerts

`2004년 사업장수` is highly overall correlated with `2005년 사업장수` and 17 other fields	High correlation
`2005년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2006년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2007년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2008년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2009년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2010년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2011년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2012년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2013년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2014년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2015년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2016년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2017년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2018년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2019년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2020년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2021년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`2022년 사업장수` is highly overall correlated with `2004년 사업장수` and 17 other fields	High correlation
`구분` has unique values	Unique
`2006년 사업장수` has unique values	Unique
`2007년 사업장수` has unique values	Unique
`2008년 사업장수` has unique values	Unique
`2009년 사업장수` has unique values	Unique
`2010년 사업장수` has unique values	Unique
`2011년 사업장수` has unique values	Unique
`2012년 사업장수` has unique values	Unique
`2013년 사업장수` has unique values	Unique
`2014년 사업장수` has unique values	Unique
`2015년 사업장수` has unique values	Unique
`2016년 사업장수` has unique values	Unique
`2017년 사업장수` has unique values	Unique
`2018년 사업장수` has unique values	Unique
`2019년 사업장수` has unique values	Unique
`2020년 사업장수` has unique values	Unique
`2021년 사업장수` has unique values	Unique
`2022년 사업장수` has unique values	Unique
`2004년 사업장수` has 3 (6.1%) zeros	Zeros
`2005년 사업장수` has 2 (4.1%) zeros	Zeros
`2006년 사업장수` has 1 (2.0%) zeros	Zeros
`2007년 사업장수` has 1 (2.0%) zeros	Zeros
`2008년 사업장수` has 1 (2.0%) zeros	Zeros
`2009년 사업장수` has 1 (2.0%) zeros	Zeros
`2010년 사업장수` has 1 (2.0%) zeros	Zeros
`2011년 사업장수` has 1 (2.0%) zeros	Zeros
`2012년 사업장수` has 1 (2.0%) zeros	Zeros
`2013년 사업장수` has 1 (2.0%) zeros	Zeros
`2014년 사업장수` has 1 (2.0%) zeros	Zeros
`2015년 사업장수` has 1 (2.0%) zeros	Zeros
`2016년 사업장수` has 1 (2.0%) zeros	Zeros
`2017년 사업장수` has 1 (2.0%) zeros	Zeros
`2018년 사업장수` has 1 (2.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 09:43:43.354679
Analysis finished	2023-12-12 09:44:25.016702
Duration	41.66 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

구분
Text

UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	524.0 B

Length

Max length	6
Median length	6
Mean length	5.4489796
Min length	4

Characters and Unicode

Total characters	267
Distinct characters	51
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	49 ?
Unique (%)	100.0%

Sample

1st row	서 울 청
2nd row	서울강남
3rd row	서울동부
4th row	서울서부
5th row	서울남부

Value	Count	Frequency (%)
주	8	8.4%
청	7	7.4%
산	7	7.4%
안	4	4.2%
부	4	4.2%
양	3	3.2%
영	3	3.2%
원	3	3.2%
서	2	2.1%
전	2	2.1%
Other values (46)	52	54.7%

Most occurring characters

Value	Count	Frequency (%)
	142	53.2%
부	14	5.2%
서	10	3.7%
산	9	3.4%
울	8	3.0%
주	8	3.0%
청	7	2.6%
안	4	1.5%
원	3	1.1%
천	3	1.1%
Other values (41)	59	22.1%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	142	53.2%
Other Letter	125	46.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	14	11.2%
서	10	8.0%
산	9	7.2%
울	8	6.4%
주	8	6.4%
청	7	5.6%
안	4	3.2%
원	3	2.4%
천	3	2.4%
구	3	2.4%
Other values (40)	56	44.8%

Space Separator

Value	Count	Frequency (%)
	142	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	142	53.2%
Hangul	125	46.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	14	11.2%
서	10	8.0%
산	9	7.2%
울	8	6.4%
주	8	6.4%
청	7	5.6%
안	4	3.2%
원	3	2.4%
천	3	2.4%
구	3	2.4%
Other values (40)	56	44.8%

Common

Value	Count	Frequency (%)
	142	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	142	53.2%
Hangul	125	46.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	142	100.0%

Hangul

Value	Count	Frequency (%)
부	14	11.2%
서	10	8.0%
산	9	7.2%
울	8	6.4%
주	8	6.4%
청	7	5.6%
안	4	3.2%
원	3	2.4%
천	3	2.4%
구	3	2.4%
Other values (40)	56	44.8%

2004년 사업장수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	47
Distinct (%)	95.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21208.327

Minimum	0
Maximum	72032
Zeros	3
Zeros (%)	6.1%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	1488.8
Q1	10047
median	18641
Q3	31517
95-th percentile	48207
Maximum	72032
Range	72032
Interquartile range (IQR)	21470

Descriptive statistics

Standard deviation	15227.811
Coefficient of variation (CV)	0.71801096
Kurtosis	1.3823287
Mean	21208.327
Median Absolute Deviation (MAD)	9637
Skewness	1.0348283
Sum	1039208
Variance	2.3188622 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	3	6.1%
54244	1	2.0%
72032	1	2.0%
6009	1	2.0%
27647	1	2.0%
23506	1	2.0%
49221	1	2.0%
22848	1	2.0%
22020	1	2.0%
26472	1	2.0%
Other values (37)	37	75.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	6.1%
3722	1	2.0%
4073	1	2.0%
5729	1	2.0%
6009	1	2.0%
7071	1	2.0%
7391	1	2.0%
8026	1	2.0%
9004	1	2.0%
10043	1	2.0%

Value	Count	Frequency (%)
72032	1	2.0%
54244	1	2.0%
49221	1	2.0%
46686	1	2.0%
39935	1	2.0%
37064	1	2.0%
36358	1	2.0%
36266	1	2.0%
35009	1	2.0%
34527	1	2.0%

2005년 사업장수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	48
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23063.143

Minimum	0
Maximum	78291
Zeros	2
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	3869.6
Q1	11337
median	19857
Q3	32825
95-th percentile	48760
Maximum	78291
Range	78291
Interquartile range (IQR)	21488

Descriptive statistics

Standard deviation	15524.349
Coefficient of variation (CV)	0.67312376
Kurtosis	1.9769494
Mean	23063.143
Median Absolute Deviation (MAD)	9940
Skewness	1.0869099
Sum	1130094
Variance	2.4100542 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0	2	4.1%
53072	1	2.0%
7320	1	2.0%
31333	1	2.0%
25263	1	2.0%
39599	1	2.0%
24718	1	2.0%
25168	1	2.0%
28315	1	2.0%
37922	1	2.0%
Other values (38)	38	77.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	4.1%
3720	1	2.0%
4094	1	2.0%
6845	1	2.0%
7320	1	2.0%
7387	1	2.0%
8096	1	2.0%
8722	1	2.0%
10236	1	2.0%
10437	1	2.0%

Value	Count	Frequency (%)
78291	1	2.0%
53072	1	2.0%
52374	1	2.0%
43339	1	2.0%
40523	1	2.0%
40287	1	2.0%
39599	1	2.0%
37922	1	2.0%
36704	1	2.0%
36601	1	2.0%

2006년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26381.551

Minimum	0
Maximum	87407
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	6263
Q1	15184
median	23591
Q3	36735
95-th percentile	48932.6
Maximum	87407
Range	87407
Interquartile range (IQR)	21551

Descriptive statistics

Standard deviation	16066.231
Coefficient of variation (CV)	0.60899493
Kurtosis	2.8693724
Mean	26381.551
Median Absolute Deviation (MAD)	10552
Skewness	1.134534
Sum	1292696
Variance	2.5812378 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
54260	1	2.0%
23325	1	2.0%
37290	1	2.0%
29698	1	2.0%
44172	1	2.0%
29605	1	2.0%
31676	1	2.0%
34126	1	2.0%
45641	1	2.0%
20303	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
3730	1	2.0%
5425	1	2.0%
7520	1	2.0%
7749	1	2.0%
9065	1	2.0%
9093	1	2.0%
10079	1	2.0%
10152	1	2.0%
11505	1	2.0%

Value	Count	Frequency (%)
87407	1	2.0%
54260	1	2.0%
51127	1	2.0%
45641	1	2.0%
44651	1	2.0%
44172	1	2.0%
42463	1	2.0%
41794	1	2.0%
40847	1	2.0%
38833	1	2.0%

2007년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29181.327

Minimum	0
Maximum	95096
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	6187
Q1	16540
median	27636
Q3	39313
95-th percentile	52073.2
Maximum	95096
Range	95096
Interquartile range (IQR)	22773

Descriptive statistics

Standard deviation	17427.357
Coefficient of variation (CV)	0.59720921
Kurtosis	2.7859005
Mean	29181.327
Median Absolute Deviation (MAD)	11646
Skewness	1.0910706
Sum	1429885
Variance	3.0371277 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
95096	1	2.0%
27636	1	2.0%
39187	1	2.0%
31317	1	2.0%
52894	1	2.0%
32958	1	2.0%
33892	1	2.0%
39282	1	2.0%
50842	1	2.0%
20791	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
4780	1	2.0%
5043	1	2.0%
7903	1	2.0%
8655	1	2.0%
9533	1	2.0%
10366	1	2.0%
11719	1	2.0%
11953	1	2.0%
13951	1	2.0%

Value	Count	Frequency (%)
95096	1	2.0%
58856	1	2.0%
52894	1	2.0%
50842	1	2.0%
50598	1	2.0%
48476	1	2.0%
46331	1	2.0%
46079	1	2.0%
45299	1	2.0%
45250	1	2.0%

2008년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32546.796

Minimum	0
Maximum	106740
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	7698.6
Q1	18260
median	29701
Q3	47023
95-th percentile	60182.2
Maximum	106740
Range	106740
Interquartile range (IQR)	28763

Descriptive statistics

Standard deviation	19669.163
Coefficient of variation (CV)	0.60433484
Kurtosis	2.7464488
Mean	32546.796
Median Absolute Deviation (MAD)	12210
Skewness	1.1380702
Sum	1594793
Variance	3.8687596 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
106740	1	2.0%
31454	1	2.0%
44285	1	2.0%
35015	1	2.0%
61447	1	2.0%
34421	1	2.0%
38289	1	2.0%
41676	1	2.0%
57632	1	2.0%
20217	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
4828	1	2.0%
6493	1	2.0%
9507	1	2.0%
10112	1	2.0%
10696	1	2.0%
12269	1	2.0%
13845	1	2.0%
14087	1	2.0%
16467	1	2.0%

Value	Count	Frequency (%)
106740	1	2.0%
66413	1	2.0%
61447	1	2.0%
58285	1	2.0%
57632	1	2.0%
55024	1	2.0%
52288	1	2.0%
50495	1	2.0%
50031	1	2.0%
50003	1	2.0%

2009년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31856.102

Minimum	0
Maximum	95991
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	7468.8
Q1	17150
median	31797
Q3	46179
95-th percentile	61437.2
Maximum	95991
Range	95991
Interquartile range (IQR)	29029

Descriptive statistics

Standard deviation	18788.883
Coefficient of variation (CV)	0.58980485
Kurtosis	1.4294696
Mean	31856.102
Median Absolute Deviation (MAD)	14526
Skewness	0.84602485
Sum	1560949
Variance	3.5302214 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
95991	1	2.0%
33744	1	2.0%
43274	1	2.0%
36277	1	2.0%
67163	1	2.0%
35141	1	2.0%
33984	1	2.0%
41750	1	2.0%
64534	1	2.0%
22437	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
5159	1	2.0%
5976	1	2.0%
9708	1	2.0%
10046	1	2.0%
10435	1	2.0%
10901	1	2.0%
11086	1	2.0%
12030	1	2.0%
15839	1	2.0%

Value	Count	Frequency (%)
95991	1	2.0%
67163	1	2.0%
64534	1	2.0%
56792	1	2.0%
53264	1	2.0%
50737	1	2.0%
50363	1	2.0%
50183	1	2.0%
48538	1	2.0%
48427	1	2.0%

2010년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32823.694

Minimum	0
Maximum	98634
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	7594.2
Q1	18110
median	32150
Q3	48077
95-th percentile	58736
Maximum	98634
Range	98634
Interquartile range (IQR)	29967

Descriptive statistics

Standard deviation	19270.286
Coefficient of variation (CV)	0.58708463
Kurtosis	1.3943231
Mean	32823.694
Median Absolute Deviation (MAD)	15208
Skewness	0.81483082
Sum	1608361
Variance	3.7134393 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
98634	1	2.0%
33780	1	2.0%
44684	1	2.0%
37879	1	2.0%
70822	1	2.0%
36233	1	2.0%
35497	1	2.0%
43886	1	2.0%
56348	1	2.0%
22679	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
4439	1	2.0%
5985	1	2.0%
10008	1	2.0%
10190	1	2.0%
10986	1	2.0%
11328	1	2.0%
13033	1	2.0%
13425	1	2.0%
15653	1	2.0%

Value	Count	Frequency (%)
98634	1	2.0%
70822	1	2.0%
60328	1	2.0%
56348	1	2.0%
54411	1	2.0%
54020	1	2.0%
53588	1	2.0%
51755	1	2.0%
50001	1	2.0%
48682	1	2.0%

2011년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35473.388

Minimum	0
Maximum	104456
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	8518
Q1	20647
median	34153
Q3	50985
95-th percentile	63196.6
Maximum	104456
Range	104456
Interquartile range (IQR)	30338

Descriptive statistics

Standard deviation	20556.588
Coefficient of variation (CV)	0.57949323
Kurtosis	1.2245631
Mean	35473.388
Median Absolute Deviation (MAD)	15333
Skewness	0.76675315
Sum	1738196
Variance	4.2257331 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
104456	1	2.0%
38291	1	2.0%
47486	1	2.0%
42202	1	2.0%
76816	1	2.0%
39629	1	2.0%
38882	1	2.0%
49075	1	2.0%
62599	1	2.0%
25683	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
4353	1	2.0%
6848	1	2.0%
11023	1	2.0%
11334	1	2.0%
11858	1	2.0%
12577	1	2.0%
14797	1	2.0%
14842	1	2.0%
16427	1	2.0%

Value	Count	Frequency (%)
104456	1	2.0%
76816	1	2.0%
63595	1	2.0%
62599	1	2.0%
58193	1	2.0%
57051	1	2.0%
56883	1	2.0%
55190	1	2.0%
54725	1	2.0%
53049	1	2.0%

2012년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37250.939

Minimum	0
Maximum	108233
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	7179.8
Q1	20607
median	36778
Q3	51975
95-th percentile	67334.8
Maximum	108233
Range	108233
Interquartile range (IQR)	31368

Descriptive statistics

Standard deviation	21877.847
Coefficient of variation (CV)	0.58730994
Kurtosis	1.0504682
Mean	37250.939
Median Absolute Deviation (MAD)	16171
Skewness	0.74451379
Sum	1825296
Variance	4.7864018 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
108233	1	2.0%
40603	1	2.0%
48900	1	2.0%
42778	1	2.0%
85940	1	2.0%
43257	1	2.0%
41273	1	2.0%
51430	1	2.0%
68244	1	2.0%
27846	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
4247	1	2.0%
5021	1	2.0%
10418	1	2.0%
12922	1	2.0%
13444	1	2.0%
13532	1	2.0%
14383	1	2.0%
14788	1	2.0%
16503	1	2.0%

Value	Count	Frequency (%)
108233	1	2.0%
85940	1	2.0%
68244	1	2.0%
65971	1	2.0%
62384	1	2.0%
61223	1	2.0%
59955	1	2.0%
56107	1	2.0%
56101	1	2.0%
55061	1	2.0%

2013년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40348.102

Minimum	0
Maximum	116903
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	8439.4
Q1	21750
median	41062
Q3	56417
95-th percentile	73426.4
Maximum	116903
Range	116903
Interquartile range (IQR)	34667

Descriptive statistics

Standard deviation	23807.554
Coefficient of variation (CV)	0.59005386
Kurtosis	1.0069704
Mean	40348.102
Median Absolute Deviation (MAD)	18115
Skewness	0.74467495
Sum	1977057
Variance	5.6679961 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
116903	1	2.0%
42105	1	2.0%
54112	1	2.0%
44165	1	2.0%
94711	1	2.0%
46532	1	2.0%
45618	1	2.0%
56417	1	2.0%
74860	1	2.0%
31201	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
5118	1	2.0%
6265	1	2.0%
11701	1	2.0%
12588	1	2.0%
14314	1	2.0%
14465	1	2.0%
14602	1	2.0%
15559	1	2.0%
17670	1	2.0%

Value	Count	Frequency (%)
116903	1	2.0%
94711	1	2.0%
74860	1	2.0%
71276	1	2.0%
67274	1	2.0%
66298	1	2.0%
64494	1	2.0%
61898	1	2.0%
59347	1	2.0%
59210	1	2.0%

2014년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44640.633

Minimum	0
Maximum	118056
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	9332.8
Q1	25315
median	45193
Q3	60588
95-th percentile	80977.2
Maximum	118056
Range	118056
Interquartile range (IQR)	35273

Descriptive statistics

Standard deviation	25596.105
Coefficient of variation (CV)	0.57338133
Kurtosis	0.32801867
Mean	44640.633
Median Absolute Deviation (MAD)	18333
Skewness	0.55803928
Sum	2187391
Variance	6.5516061 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
118056	1	2.0%
47773	1	2.0%
58064	1	2.0%
47471	1	2.0%
105269	1	2.0%
49786	1	2.0%
51611	1	2.0%
58907	1	2.0%
82620	1	2.0%
36311	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
4962	1	2.0%
6932	1	2.0%
12934	1	2.0%
13098	1	2.0%
15645	1	2.0%
15831	1	2.0%
17117	1	2.0%
17596	1	2.0%
20039	1	2.0%

Value	Count	Frequency (%)
118056	1	2.0%
105269	1	2.0%
82620	1	2.0%
78513	1	2.0%
75363	1	2.0%
72740	1	2.0%
72511	1	2.0%
72321	1	2.0%
70879	1	2.0%
66459	1	2.0%

2015년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48309.918

Minimum	0
Maximum	122973
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	9657.2
Q1	27422
median	49736
Q3	65484
95-th percentile	90944.2
Maximum	122973
Range	122973
Interquartile range (IQR)	38062

Descriptive statistics

Standard deviation	27447.534
Coefficient of variation (CV)	0.56815526
Kurtosis	0.31685711
Mean	48309.918
Median Absolute Deviation (MAD)	18131
Skewness	0.53990507
Sum	2367186
Variance	7.5336713 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
122973	1	2.0%
51699	1	2.0%
61764	1	2.0%
52605	1	2.0%
117867	1	2.0%
55103	1	2.0%
56535	1	2.0%
66400	1	2.0%
89368	1	2.0%
42189	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
5983	1	2.0%
7144	1	2.0%
13427	1	2.0%
14403	1	2.0%
16454	1	2.0%
17038	1	2.0%
18215	1	2.0%
19833	1	2.0%
20609	1	2.0%

Value	Count	Frequency (%)
122973	1	2.0%
117867	1	2.0%
91995	1	2.0%
89368	1	2.0%
81263	1	2.0%
77130	1	2.0%
75246	1	2.0%
74122	1	2.0%
73760	1	2.0%
67082	1	2.0%

2016년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50147.449

Minimum	0
Maximum	129863
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	11075.4
Q1	28916
median	50876
Q3	65294
95-th percentile	92939.8
Maximum	129863
Range	129863
Interquartile range (IQR)	36378

Descriptive statistics

Standard deviation	28400.826
Coefficient of variation (CV)	0.56634637
Kurtosis	0.48520156
Mean	50147.449
Median Absolute Deviation (MAD)	19462
Skewness	0.57623025
Sum	2457225
Variance	8.0660689 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
129863	1	2.0%
54328	1	2.0%
63831	1	2.0%
56062	1	2.0%
122694	1	2.0%
59288	1	2.0%
60345	1	2.0%
65294	1	2.0%
95217	1	2.0%
42341	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
5462	1	2.0%
7619	1	2.0%
16260	1	2.0%
17061	1	2.0%
17239	1	2.0%
17504	1	2.0%
18519	1	2.0%
18942	1	2.0%
21692	1	2.0%

Value	Count	Frequency (%)
129863	1	2.0%
122694	1	2.0%
95217	1	2.0%
89524	1	2.0%
83354	1	2.0%
81980	1	2.0%
77738	1	2.0%
77663	1	2.0%
74704	1	2.0%
70338	1	2.0%

2017년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51170.694

Minimum	0
Maximum	123490
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	12550
Q1	31942
median	50968
Q3	66272
95-th percentile	96332.2
Maximum	123490
Range	123490
Interquartile range (IQR)	34330

Descriptive statistics

Standard deviation	27920.86
Coefficient of variation (CV)	0.54564162
Kurtosis	0.25344015
Mean	51170.694
Median Absolute Deviation (MAD)	17561
Skewness	0.49663647
Sum	2507364
Variance	7.7957443 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
123490	1	2.0%
55001	1	2.0%
65910	1	2.0%
54237	1	2.0%
122558	1	2.0%
58919	1	2.0%
57153	1	2.0%
66272	1	2.0%
99573	1	2.0%
47010	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
6081	1	2.0%
9236	1	2.0%
17521	1	2.0%
17688	1	2.0%
18020	1	2.0%
18474	1	2.0%
19654	1	2.0%
20223	1	2.0%
22684	1	2.0%

Value	Count	Frequency (%)
123490	1	2.0%
122558	1	2.0%
99573	1	2.0%
91471	1	2.0%
87087	1	2.0%
81575	1	2.0%
80693	1	2.0%
77208	1	2.0%
75384	1	2.0%
72129	1	2.0%

2018년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54165.449

Minimum	0
Maximum	127681
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	12155.6
Q1	31947
median	55802
Q3	69024
95-th percentile	103687.8
Maximum	127681
Range	127681
Interquartile range (IQR)	37077

Descriptive statistics

Standard deviation	29458.939
Coefficient of variation (CV)	0.54386956
Kurtosis	0.067152099
Mean	54165.449
Median Absolute Deviation (MAD)	17670
Skewness	0.4440111
Sum	2654107
Variance	8.6782908 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
126772	1	2.0%
60782	1	2.0%
68170	1	2.0%
58065	1	2.0%
127681	1	2.0%
61278	1	2.0%
58810	1	2.0%
67645	1	2.0%
105285	1	2.0%
48382	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
5889	1	2.0%
8408	1	2.0%
17777	1	2.0%
19793	1	2.0%
20191	1	2.0%
21029	1	2.0%
21240	1	2.0%
22901	1	2.0%
23548	1	2.0%

Value	Count	Frequency (%)
127681	1	2.0%
126772	1	2.0%
105285	1	2.0%
101292	1	2.0%
94967	1	2.0%
85059	1	2.0%
84964	1	2.0%
84060	1	2.0%
82569	1	2.0%
71757	1	2.0%

2019년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54711.714

Minimum	7225
Maximum	140106
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	7225
5-th percentile	15160.6
Q1	29707
median	55620
Q3	70027
95-th percentile	105340.2
Maximum	140106
Range	132881
Interquartile range (IQR)	40320

Descriptive statistics

Standard deviation	30104.191
Coefficient of variation (CV)	0.55023301
Kurtosis	0.34790087
Mean	54711.714
Median Absolute Deviation (MAD)	18014
Skewness	0.62877246
Sum	2680874
Variance	9.0626232 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
126073	1	2.0%
67912	1	2.0%
68828	1	2.0%
58350	1	2.0%
140106	1	2.0%
64108	1	2.0%
58557	1	2.0%
70027	1	2.0%
109349	1	2.0%
46018	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7225	1	2.0%
9262	1	2.0%
13113	1	2.0%
18232	1	2.0%
18765	1	2.0%
20221	1	2.0%
20525	1	2.0%
20545	1	2.0%
20706	1	2.0%
22186	1	2.0%

Value	Count	Frequency (%)
140106	1	2.0%
126073	1	2.0%
109349	1	2.0%
99327	1	2.0%
92661	1	2.0%
90721	1	2.0%
87092	1	2.0%
84687	1	2.0%
80061	1	2.0%
73634	1	2.0%

2020년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55496.082

Minimum	6407
Maximum	149750
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	6407
5-th percentile	13550.8
Q1	31398
median	54372
Q3	73007
95-th percentile	108936.6
Maximum	149750
Range	143343
Interquartile range (IQR)	41609

Descriptive statistics

Standard deviation	31517.933
Coefficient of variation (CV)	0.56793079
Kurtosis	0.54474844
Mean	55496.082
Median Absolute Deviation (MAD)	21037
Skewness	0.6635159
Sum	2719308
Variance	9.9338012 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
126211	1	2.0%
62046	1	2.0%
73007	1	2.0%
60976	1	2.0%
149750	1	2.0%
69393	1	2.0%
58709	1	2.0%
73121	1	2.0%
112571	1	2.0%
49576	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6407	1	2.0%
7350	1	2.0%
11728	1	2.0%
16285	1	2.0%
17383	1	2.0%
18040	1	2.0%
19110	1	2.0%
20358	1	2.0%
20811	1	2.0%
21699	1	2.0%

Value	Count	Frequency (%)
149750	1	2.0%
126211	1	2.0%
112571	1	2.0%
103485	1	2.0%
93080	1	2.0%
91691	1	2.0%
88699	1	2.0%
84235	1	2.0%
81008	1	2.0%
77844	1	2.0%

2021년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58706.837

Minimum	6637
Maximum	162014
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	6637
5-th percentile	15346.6
Q1	30964
median	56380
Q3	74962
95-th percentile	123257.4
Maximum	162014
Range	155377
Interquartile range (IQR)	43998

Descriptive statistics

Standard deviation	33664.248
Coefficient of variation (CV)	0.57342978
Kurtosis	0.7754821
Mean	58706.837
Median Absolute Deviation (MAD)	20088
Skewness	0.76747767
Sum	2876635
Variance	1.1332816 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
126755	1	2.0%
63047	1	2.0%
76428	1	2.0%
65544	1	2.0%
162014	1	2.0%
69827	1	2.0%
62299	1	2.0%
73833	1	2.0%
118011	1	2.0%
53217	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6637	1	2.0%
7341	1	2.0%
13177	1	2.0%
18601	1	2.0%
19547	1	2.0%
19600	1	2.0%
20379	1	2.0%
21605	1	2.0%
22962	1	2.0%
23917	1	2.0%

Value	Count	Frequency (%)
162014	1	2.0%
128098	1	2.0%
126755	1	2.0%
118011	1	2.0%
101314	1	2.0%
98786	1	2.0%
92500	1	2.0%
87082	1	2.0%
85247	1	2.0%
79329	1	2.0%

2022년 사업장수
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60735.224

Minimum	6988
Maximum	170725
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	6988
5-th percentile	16368.6
Q1	31755
median	59243
Q3	78645
95-th percentile	122934
Maximum	170725
Range	163737
Interquartile range (IQR)	46890

Descriptive statistics

Standard deviation	34396.087
Coefficient of variation (CV)	0.56632848
Kurtosis	0.94991475
Mean	60735.224
Median Absolute Deviation (MAD)	22143
Skewness	0.78093736
Sum	2976026
Variance	1.1830908 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
127290	1	2.0%
64454	1	2.0%
81269	1	2.0%
65126	1	2.0%
170725	1	2.0%
72100	1	2.0%
66900	1	2.0%
75997	1	2.0%
127573	1	2.0%
57614	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6988	1	2.0%
10534	1	2.0%
14485	1	2.0%
19194	1	2.0%
20055	1	2.0%
20276	1	2.0%
20283	1	2.0%
22261	1	2.0%
22539	1	2.0%
27764	1	2.0%

Value	Count	Frequency (%)
170725	1	2.0%
127573	1	2.0%
127290	1	2.0%
116400	1	2.0%
104868	1	2.0%
104525	1	2.0%
95628	1	2.0%
88580	1	2.0%
87631	1	2.0%
82658	1	2.0%

Phik (φk)
Auto

Heatmap
Table

	구분	2004년 사업장수	2005년 사업장수	2006년 사업장수	2007년 사업장수	2008년 사업장수	2009년 사업장수	2010년 사업장수	2011년 사업장수	2012년 사업장수	2013년 사업장수	2014년 사업장수	2015년 사업장수	2016년 사업장수	2017년 사업장수	2018년 사업장수	2019년 사업장수	2020년 사업장수	2021년 사업장수	2022년 사업장수
구분	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
2004년 사업장수	1.000	1.000	0.935	0.923	0.913	0.921	0.830	0.965	0.961	0.953	0.948	0.950	0.901	0.907	0.777	0.743	0.845	0.833	0.903	0.905
2005년 사업장수	1.000	0.935	1.000	0.987	0.982	0.979	0.894	0.864	0.858	0.812	0.798	0.772	0.716	0.698	0.746	0.721	0.767	0.756	0.701	0.678
2006년 사업장수	1.000	0.923	0.987	1.000	0.999	0.997	0.962	0.925	0.910	0.891	0.877	0.872	0.790	0.801	0.827	0.816	0.858	0.863	0.781	0.771
2007년 사업장수	1.000	0.913	0.982	0.999	1.000	0.998	0.970	0.934	0.917	0.897	0.885	0.880	0.824	0.822	0.830	0.817	0.872	0.864	0.786	0.792
2008년 사업장수	1.000	0.921	0.979	0.997	0.998	1.000	0.974	0.926	0.922	0.912	0.901	0.896	0.817	0.818	0.830	0.820	0.870	0.856	0.771	0.780
2009년 사업장수	1.000	0.830	0.894	0.962	0.970	0.974	1.000	0.946	0.933	0.929	0.942	0.939	0.902	0.911	0.914	0.899	0.906	0.885	0.804	0.847
2010년 사업장수	1.000	0.965	0.864	0.925	0.934	0.926	0.946	1.000	0.999	0.991	0.994	0.988	0.968	0.965	0.885	0.891	0.923	0.901	0.953	0.962
2011년 사업장수	1.000	0.961	0.858	0.910	0.917	0.922	0.933	0.999	1.000	0.994	0.996	0.986	0.967	0.962	0.879	0.892	0.929	0.892	0.946	0.955
2012년 사업장수	1.000	0.953	0.812	0.891	0.897	0.912	0.929	0.991	0.994	1.000	1.000	0.979	0.959	0.963	0.893	0.907	0.942	0.921	0.957	0.964
2013년 사업장수	1.000	0.948	0.798	0.877	0.885	0.901	0.942	0.994	0.996	1.000	1.000	0.984	0.968	0.971	0.909	0.921	0.936	0.917	0.953	0.962
2014년 사업장수	1.000	0.950	0.772	0.872	0.880	0.896	0.939	0.988	0.986	0.979	0.984	1.000	0.982	0.985	0.911	0.896	0.907	0.892	0.940	0.945
2015년 사업장수	1.000	0.901	0.716	0.790	0.824	0.817	0.902	0.968	0.967	0.959	0.968	0.982	1.000	0.993	0.943	0.938	0.887	0.885	0.955	0.941
2016년 사업장수	1.000	0.907	0.698	0.801	0.822	0.818	0.911	0.965	0.962	0.963	0.971	0.985	0.993	1.000	0.953	0.950	0.909	0.900	0.929	0.946
2017년 사업장수	1.000	0.777	0.746	0.827	0.830	0.830	0.914	0.885	0.879	0.893	0.909	0.911	0.943	0.953	1.000	0.999	0.972	0.985	0.923	0.899
2018년 사업장수	1.000	0.743	0.721	0.816	0.817	0.820	0.899	0.891	0.892	0.907	0.921	0.896	0.938	0.950	0.999	1.000	0.974	0.980	0.905	0.878
2019년 사업장수	1.000	0.845	0.767	0.858	0.872	0.870	0.906	0.923	0.929	0.942	0.936	0.907	0.887	0.909	0.972	0.974	1.000	0.993	0.943	0.930
2020년 사업장수	1.000	0.833	0.756	0.863	0.864	0.856	0.885	0.901	0.892	0.921	0.917	0.892	0.885	0.900	0.985	0.980	0.993	1.000	0.969	0.959
2021년 사업장수	1.000	0.903	0.701	0.781	0.786	0.771	0.804	0.953	0.946	0.957	0.953	0.940	0.955	0.929	0.923	0.905	0.943	0.969	1.000	0.988
2022년 사업장수	1.000	0.905	0.678	0.771	0.792	0.780	0.847	0.962	0.955	0.964	0.962	0.945	0.941	0.946	0.899	0.878	0.930	0.959	0.988	1.000

Heatmap
Table

	2004년 사업장수	2005년 사업장수	2006년 사업장수	2007년 사업장수	2008년 사업장수	2009년 사업장수	2010년 사업장수	2011년 사업장수	2012년 사업장수	2013년 사업장수	2014년 사업장수	2015년 사업장수	2016년 사업장수	2017년 사업장수	2018년 사업장수	2019년 사업장수	2020년 사업장수	2021년 사업장수	2022년 사업장수
2004년 사업장수	1.000	0.977	0.924	0.928	0.929	0.926	0.917	0.922	0.911	0.905	0.903	0.893	0.893	0.893	0.891	0.867	0.865	0.865	0.857
2005년 사업장수	0.977	1.000	0.946	0.948	0.940	0.935	0.930	0.935	0.921	0.919	0.920	0.908	0.909	0.906	0.906	0.877	0.874	0.874	0.867
2006년 사업장수	0.924	0.946	1.000	0.994	0.990	0.979	0.984	0.983	0.976	0.980	0.974	0.968	0.972	0.961	0.964	0.953	0.950	0.950	0.944
2007년 사업장수	0.928	0.948	0.994	1.000	0.995	0.982	0.986	0.985	0.978	0.982	0.976	0.971	0.976	0.964	0.967	0.955	0.951	0.951	0.946
2008년 사업장수	0.929	0.940	0.990	0.995	1.000	0.986	0.990	0.988	0.983	0.987	0.981	0.977	0.980	0.971	0.970	0.965	0.958	0.960	0.955
2009년 사업장수	0.926	0.935	0.979	0.982	0.986	1.000	0.991	0.992	0.988	0.988	0.981	0.981	0.980	0.978	0.976	0.970	0.968	0.968	0.959
2010년 사업장수	0.917	0.930	0.984	0.986	0.990	0.991	1.000	0.999	0.996	0.996	0.992	0.989	0.990	0.985	0.984	0.979	0.976	0.977	0.970
2011년 사업장수	0.922	0.935	0.983	0.985	0.988	0.992	0.999	1.000	0.996	0.995	0.991	0.989	0.990	0.985	0.984	0.979	0.976	0.976	0.968
2012년 사업장수	0.911	0.921	0.976	0.978	0.983	0.988	0.996	0.996	1.000	0.997	0.993	0.994	0.994	0.991	0.990	0.986	0.983	0.982	0.976
2013년 사업장수	0.905	0.919	0.980	0.982	0.987	0.988	0.996	0.995	0.997	1.000	0.995	0.994	0.995	0.992	0.989	0.987	0.985	0.984	0.980
2014년 사업장수	0.903	0.920	0.974	0.976	0.981	0.981	0.992	0.991	0.993	0.995	1.000	0.992	0.993	0.993	0.988	0.986	0.983	0.983	0.979
2015년 사업장수	0.893	0.908	0.968	0.971	0.977	0.981	0.989	0.989	0.994	0.994	0.992	1.000	0.996	0.992	0.991	0.985	0.983	0.983	0.978
2016년 사업장수	0.893	0.909	0.972	0.976	0.980	0.980	0.990	0.990	0.994	0.995	0.993	0.996	1.000	0.993	0.991	0.988	0.986	0.987	0.984
2017년 사업장수	0.893	0.906	0.961	0.964	0.971	0.978	0.985	0.985	0.991	0.992	0.993	0.992	0.993	1.000	0.993	0.992	0.989	0.988	0.986
2018년 사업장수	0.891	0.906	0.964	0.967	0.970	0.976	0.984	0.984	0.990	0.989	0.988	0.991	0.991	0.993	1.000	0.988	0.985	0.986	0.982
2019년 사업장수	0.867	0.877	0.953	0.955	0.965	0.970	0.979	0.979	0.986	0.987	0.986	0.985	0.988	0.992	0.988	1.000	0.996	0.995	0.991
2020년 사업장수	0.865	0.874	0.950	0.951	0.958	0.968	0.976	0.976	0.983	0.985	0.983	0.983	0.986	0.989	0.985	0.996	1.000	0.997	0.994
2021년 사업장수	0.865	0.874	0.950	0.951	0.960	0.968	0.977	0.976	0.982	0.984	0.983	0.983	0.987	0.988	0.986	0.995	0.997	1.000	0.996
2022년 사업장수	0.857	0.867	0.944	0.946	0.955	0.959	0.970	0.968	0.976	0.980	0.979	0.978	0.984	0.986	0.982	0.991	0.994	0.996	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	구분	2004년 사업장수	2005년 사업장수	2006년 사업장수	2007년 사업장수	2008년 사업장수	2009년 사업장수	2010년 사업장수	2011년 사업장수	2012년 사업장수	2013년 사업장수	2014년 사업장수	2015년 사업장수	2016년 사업장수	2017년 사업장수	2018년 사업장수	2019년 사업장수	2020년 사업장수	2021년 사업장수	2022년 사업장수
0	서 울 청	54244	53072	54260	95096	106740	95991	98634	104456	108233	116903	118056	122973	129863	123490	126772	126073	126211	126755	127290
1	서울강남	72032	78291	87407	58856	66413	56792	60328	63595	65971	71276	72511	74122	77738	75384	82569	80061	81008	85247	87631
2	서울동부	39935	43339	51127	50598	58285	53264	54020	56883	61223	66298	70879	77130	81980	81575	85059	90721	88699	92500	95628
3	서울서부	36358	40287	38731	42145	47023	46688	48077	50985	51975	56024	60588	63511	65057	67094	67711	67943	69897	74064	73080
4	서울남부	37064	40523	44651	48476	55024	48538	51755	55190	54967	59347	75363	65803	68924	68574	70851	70270	75229	76468	78767
5	서울북부	29263	32825	32023	33727	36534	34407	36887	39242	39904	43188	47629	48148	50876	53404	53716	55648	54372	55736	58069
6	서울관악	32855	36152	40847	46331	52288	50363	48682	51661	54677	59210	62397	67082	70338	72129	71757	70168	71785	74962	78117
7	의 정 부	46686	52374	34562	39313	47082	48427	50001	54725	56107	61898	72321	73760	74704	80693	84964	87092	91691	98786	104868
8	강 원	10827	10437	15184	17525	19622	17271	16942	18820	19199	21750	22980	24209	25928	27391	27494	29707	31398	30964	34603
9	태 백	4073	3720	3730	4780	4828	5159	4439	4353	4247	5118	4962	5983	5462	6081	5889	7225	6407	6637	6988

	구분	2004년 사업장수	2005년 사업장수	2006년 사업장수	2007년 사업장수	2008년 사업장수	2009년 사업장수	2010년 사업장수	2011년 사업장수	2012년 사업장수	2013년 사업장수	2014년 사업장수	2015년 사업장수	2016년 사업장수	2017년 사업장수	2018년 사업장수	2019년 사업장수	2020년 사업장수	2021년 사업장수	2022년 사업장수
39	군 산	8026	8722	9065	10366	12269	11086	13033	14842	14788	14602	17596	19833	18942	20223	21240	20706	20811	21605	22261
40	목 포	12364	14865	16670	18704	21407	21120	19466	21262	22206	24150	26860	27422	30140	36622	38595	37571	33335	36400	37100
41	여 수	16029	19857	18957	25555	28409	26541	26751	28768	27952	30399	33708	34973	41301	39452	41061	43447	41439	46010	47523
42	제 주	10821	12421	14345	15606	17491	17715	19116	20904	23660	24036	28493	31021	34936	39154	42552	40857	41966	44350	46837
43	대 전 청	31517	33001	38833	45250	50003	50183	54411	58193	62384	67274	78513	91995	89524	91471	101292	99327	103485	128098	116400
44	청 주	21496	23101	25599	27693	29701	28404	32150	34153	36778	41062	45193	50230	51949	48375	55802	55088	57686	61040	65336
45	충 주	10691	11449	15665	16188	18260	17080	16392	17693	17900	19091	21233	24308	23719	25133	26753	30133	31500	32778	31755
46	천 안	19265	20498	25145	28733	32884	31797	33997	36983	41029	45577	53054	54501	58363	63561	64736	67337	66122	71220	78645
47	보 령	10043	12434	15459	18517	19383	15839	19363	20647	20722	22895	26389	32438	31108	31942	33173	22186	20358	22962	22539
48	서 산	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	13113	11728	13177	14485

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Interactions

Correlations

Missing values

Sample