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, 노동관서별로 근로자수에 관한 분석데이터입니다.
URL	https://www.data.go.kr/data/15064466/fileData.do

Alerts

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

Reproduction

Analysis started	2023-12-12 05:49:17.848404
Analysis finished	2023-12-12 05:49:54.009268
Duration	36.16 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 근로자수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	47
Distinct (%)	95.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	213736.53

Minimum	0
Maximum	902423
Zeros	3
Zeros (%)	6.1%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	13954
Q1	92094
median	191113
Q3	303016
95-th percentile	471326.8
Maximum	902423
Range	902423
Interquartile range (IQR)	210922

Descriptive statistics

Standard deviation	172925.44
Coefficient of variation (CV)	0.8090589
Kurtosis	4.8166788
Mean	213736.53
Median Absolute Deviation (MAD)	99482
Skewness	1.7524847
Sum	10473090
Variance	2.9903208 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	3	6.1%
506326	1	2.0%
902423	1	2.0%
39338	1	2.0%
279688	1	2.0%
213359	1	2.0%
695873	1	2.0%
183532	1	2.0%
211775	1	2.0%
266634	1	2.0%
Other values (37)	37	75.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	6.1%
34885	1	2.0%
39338	1	2.0%
42764	1	2.0%
44621	1	2.0%
65176	1	2.0%
68835	1	2.0%
69042	1	2.0%
76168	1	2.0%
91631	1	2.0%

Value	Count	Frequency (%)
902423	1	2.0%
695873	1	2.0%
506326	1	2.0%
418828	1	2.0%
401185	1	2.0%
355498	1	2.0%
329193	1	2.0%
327842	1	2.0%
318919	1	2.0%
316117	1	2.0%

2005년 근로자수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	48
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	225697.82

Minimum	0
Maximum	930585
Zeros	2
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	36775.6
Q1	99165
median	205281
Q3	311088
95-th percentile	476771.6
Maximum	930585
Range	930585
Interquartile range (IQR)	211923

Descriptive statistics

Standard deviation	165267.81
Coefficient of variation (CV)	0.7322526
Kurtosis	5.622485
Mean	225697.82
Median Absolute Deviation (MAD)	106116
Skewness	1.7027277
Sum	11059193
Variance	2.731345 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0	2	4.1%
499164	1	2.0%
43836	1	2.0%
303413	1	2.0%
221930	1	2.0%
521774	1	2.0%
189614	1	2.0%
222448	1	2.0%
293964	1	2.0%
332278	1	2.0%
Other values (38)	38	77.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	4.1%
34392	1	2.0%
40351	1	2.0%
43836	1	2.0%
45815	1	2.0%
72323	1	2.0%
72644	1	2.0%
73034	1	2.0%
83661	1	2.0%
85646	1	2.0%

Value	Count	Frequency (%)
930585	1	2.0%
521774	1	2.0%
499164	1	2.0%
443183	1	2.0%
411288	1	2.0%
377268	1	2.0%
350727	1	2.0%
350260	1	2.0%
348405	1	2.0%
332278	1	2.0%

2006년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	238546.88

Minimum	0
Maximum	861898
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	46447.6
Q1	118617
median	235143
Q3	322468
95-th percentile	459306.8
Maximum	861898
Range	861898
Interquartile range (IQR)	203851

Descriptive statistics

Standard deviation	153462.56
Coefficient of variation (CV)	0.64332245
Kurtosis	4.40762
Mean	238546.88
Median Absolute Deviation (MAD)	99899
Skewness	1.423583
Sum	11688797
Variance	2.3550758 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
501044	1	2.0%
176051	1	2.0%
350206	1	2.0%
251906	1	2.0%
533250	1	2.0%
217154	1	2.0%
246239	1	2.0%
304856	1	2.0%
396701	1	2.0%
286244	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
35604	1	2.0%
45322	1	2.0%
48136	1	2.0%
53776	1	2.0%
77028	1	2.0%
80558	1	2.0%
81458	1	2.0%
87714	1	2.0%
98563	1	2.0%

Value	Count	Frequency (%)
861898	1	2.0%
533250	1	2.0%
501044	1	2.0%
396701	1	2.0%
386724	1	2.0%
383659	1	2.0%
378889	1	2.0%
353020	1	2.0%
352572	1	2.0%
350206	1	2.0%

2007년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	255691.41

Minimum	0
Maximum	847247
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	58921.6
Q1	125730
median	250168
Q3	346442
95-th percentile	525469.4
Maximum	847247
Range	847247
Interquartile range (IQR)	220712

Descriptive statistics

Standard deviation	161498.41
Coefficient of variation (CV)	0.63161454
Kurtosis	2.7509608
Mean	255691.41
Median Absolute Deviation (MAD)	111291
Skewness	1.2057948
Sum	12528879
Variance	2.6081737 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
847247	1	2.0%
192947	1	2.0%
390049	1	2.0%
253614	1	2.0%
627084	1	2.0%
239651	1	2.0%
267178	1	2.0%
316520	1	2.0%
454190	1	2.0%
259391	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
48460	1	2.0%
57754	1	2.0%
60673	1	2.0%
63516	1	2.0%
80774	1	2.0%
86807	1	2.0%
90729	1	2.0%
94669	1	2.0%
102834	1	2.0%

Value	Count	Frequency (%)
847247	1	2.0%
627084	1	2.0%
572989	1	2.0%
454190	1	2.0%
417528	1	2.0%
397938	1	2.0%
390049	1	2.0%
376551	1	2.0%
374747	1	2.0%
370100	1	2.0%

2008년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	275305.84

Minimum	0
Maximum	901502
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	58983.8
Q1	156710
median	246885
Q3	369002
95-th percentile	547917
Maximum	901502
Range	901502
Interquartile range (IQR)	212292

Descriptive statistics

Standard deviation	172370.51
Coefficient of variation (CV)	0.62610555
Kurtosis	2.6227264
Mean	275305.84
Median Absolute Deviation (MAD)	117759
Skewness	1.1653609
Sum	13489986
Variance	2.9711594 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
901502	1	2.0%
215124	1	2.0%
405590	1	2.0%
280341	1	2.0%
680153	1	2.0%
240874	1	2.0%
291842	1	2.0%
316175	1	2.0%
482907	1	2.0%
243456	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
41674	1	2.0%
56421	1	2.0%
62828	1	2.0%
66843	1	2.0%
86107	1	2.0%
88732	1	2.0%
99800	1	2.0%
112780	1	2.0%
113711	1	2.0%

Value	Count	Frequency (%)
901502	1	2.0%
680153	1	2.0%
591257	1	2.0%
482907	1	2.0%
458070	1	2.0%
439626	1	2.0%
424153	1	2.0%
418340	1	2.0%
405590	1	2.0%
392734	1	2.0%

2009년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	283365.86

Minimum	0
Maximum	908214
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	64240.8
Q1	148319
median	263335
Q3	390581
95-th percentile	564994.8
Maximum	908214
Range	908214
Interquartile range (IQR)	242262

Descriptive statistics

Standard deviation	176500.09
Coefficient of variation (CV)	0.62286998
Kurtosis	2.342717
Mean	283365.86
Median Absolute Deviation (MAD)	115020
Skewness	1.1022564
Sum	13884927
Variance	3.1152281 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
908214	1	2.0%
233222	1	2.0%
436677	1	2.0%
322080	1	2.0%
714913	1	2.0%
251682	1	2.0%
291769	1	2.0%
328229	1	2.0%
563112	1	2.0%
258817	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
43398	1	2.0%
61514	1	2.0%
68331	1	2.0%
68337	1	2.0%
78110	1	2.0%
86855	1	2.0%
90571	1	2.0%
109251	1	2.0%
121764	1	2.0%

Value	Count	Frequency (%)
908214	1	2.0%
714913	1	2.0%
566250	1	2.0%
563112	1	2.0%
474322	1	2.0%
436677	1	2.0%
425437	1	2.0%
408703	1	2.0%
408341	1	2.0%
405020	1	2.0%

2010년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	289770.37

Minimum	0
Maximum	877570
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	62976
Q1	173649
median	265813
Q3	398369
95-th percentile	553270
Maximum	877570
Range	877570
Interquartile range (IQR)	224720

Descriptive statistics

Standard deviation	174182.07
Coefficient of variation (CV)	0.60110379
Kurtosis	1.7842894
Mean	289770.37
Median Absolute Deviation (MAD)	118984
Skewness	0.95357896
Sum	14198748
Variance	3.0339392 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
877570	1	2.0%
232756	1	2.0%
409744	1	2.0%
322563	1	2.0%
721754	1	2.0%
265813	1	2.0%
306503	1	2.0%
348673	1	2.0%
513674	1	2.0%
253736	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
38652	1	2.0%
57574	1	2.0%
71079	1	2.0%
71123	1	2.0%
85783	1	2.0%
101638	1	2.0%
112676	1	2.0%
114323	1	2.0%
133082	1	2.0%

Value	Count	Frequency (%)
877570	1	2.0%
721754	1	2.0%
578408	1	2.0%
515563	1	2.0%
513674	1	2.0%
433855	1	2.0%
432352	1	2.0%
412203	1	2.0%
411486	1	2.0%
409744	1	2.0%

2011년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	293109.63

Minimum	0
Maximum	910243
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	58394
Q1	165308
median	278589
Q3	392006
95-th percentile	565817.2
Maximum	910243
Range	910243
Interquartile range (IQR)	226698

Descriptive statistics

Standard deviation	178338.75
Coefficient of variation (CV)	0.60843702
Kurtosis	2.141389
Mean	293109.63
Median Absolute Deviation (MAD)	113417
Skewness	1.0221862
Sum	14362372
Variance	3.180471 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
910243	1	2.0%
272052	1	2.0%
416663	1	2.0%
343208	1	2.0%
738666	1	2.0%
263451	1	2.0%
289437	1	2.0%
353770	1	2.0%
531991	1	2.0%
267951	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
38479	1	2.0%
49890	1	2.0%
71150	1	2.0%
72025	1	2.0%
85400	1	2.0%
94755	1	2.0%
104956	1	2.0%
110818	1	2.0%
132673	1	2.0%

Value	Count	Frequency (%)
910243	1	2.0%
738666	1	2.0%
588368	1	2.0%
531991	1	2.0%
531610	1	2.0%
434480	1	2.0%
425999	1	2.0%
419153	1	2.0%
418779	1	2.0%
416663	1	2.0%

2012년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	317314.76

Minimum	0
Maximum	982909
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	55926.2
Q1	173996
median	300971
Q3	429546
95-th percentile	599502.6
Maximum	982909
Range	982909
Interquartile range (IQR)	255550

Descriptive statistics

Standard deviation	195118.57
Coefficient of variation (CV)	0.61490545
Kurtosis	1.912831
Mean	317314.76
Median Absolute Deviation (MAD)	127290
Skewness	1.0170039
Sum	15548423
Variance	3.8071258 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
982909	1	2.0%
268795	1	2.0%
429546	1	2.0%
329752	1	2.0%
804564	1	2.0%
290147	1	2.0%
321541	1	2.0%
379795	1	2.0%
582900	1	2.0%
296919	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
42383	1	2.0%
43437	1	2.0%
74660	1	2.0%
80304	1	2.0%
97434	1	2.0%
108508	1	2.0%
111540	1	2.0%
142750	1	2.0%
152713	1	2.0%

Value	Count	Frequency (%)
982909	1	2.0%
804564	1	2.0%
610571	1	2.0%
582900	1	2.0%
574056	1	2.0%
549611	1	2.0%
489111	1	2.0%
477783	1	2.0%
465886	1	2.0%
448360	1	2.0%

2013년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	315290.37

Minimum	0
Maximum	958571
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	57375.6
Q1	164985
median	304776
Q3	434159
95-th percentile	607231.4
Maximum	958571
Range	958571
Interquartile range (IQR)	269174

Descriptive statistics

Standard deviation	195338.36
Coefficient of variation (CV)	0.61955067
Kurtosis	1.7341033
Mean	315290.37
Median Absolute Deviation (MAD)	131654
Skewness	0.99168368
Sum	15449228
Variance	3.8157075 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
958571	1	2.0%
266906	1	2.0%
434159	1	2.0%
313504	1	2.0%
834015	1	2.0%
280734	1	2.0%
329438	1	2.0%
386776	1	2.0%
613745	1	2.0%
318159	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
46440	1	2.0%
46592	1	2.0%
73551	1	2.0%
73638	1	2.0%
107510	1	2.0%
110463	1	2.0%
112597	1	2.0%
117015	1	2.0%
135195	1	2.0%

Value	Count	Frequency (%)
958571	1	2.0%
834015	1	2.0%
613745	1	2.0%
597461	1	2.0%
572812	1	2.0%
475156	1	2.0%
474035	1	2.0%
473254	1	2.0%
471890	1	2.0%
460718	1	2.0%

2014년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	348210.37

Minimum	0
Maximum	1044708
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	63218.4
Q1	195582
median	333773
Q3	462973
95-th percentile	650929.4
Maximum	1044708
Range	1044708
Interquartile range (IQR)	267391

Descriptive statistics

Standard deviation	212277.8
Coefficient of variation (CV)	0.60962516
Kurtosis	1.6332609
Mean	348210.37
Median Absolute Deviation (MAD)	136973
Skewness	0.92896211
Sum	17062308
Variance	4.5061865 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1044708	1	2.0%
307571	1	2.0%
470746	1	2.0%
324817	1	2.0%
903452	1	2.0%
305362	1	2.0%
357418	1	2.0%
426237	1	2.0%
663513	1	2.0%
357948	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
44859	1	2.0%
53976	1	2.0%
77082	1	2.0%
86950	1	2.0%
112028	1	2.0%
118043	1	2.0%
121008	1	2.0%
135611	1	2.0%
149607	1	2.0%

Value	Count	Frequency (%)
1044708	1	2.0%
903452	1	2.0%
663513	1	2.0%
632054	1	2.0%
618536	1	2.0%
546683	1	2.0%
533377	1	2.0%
522955	1	2.0%
521231	1	2.0%
517792	1	2.0%

2015년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	366712.88

Minimum	0
Maximum	1097978
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	67347.2
Q1	198012
median	369691
Q3	466543
95-th percentile	709155.2
Maximum	1097978
Range	1097978
Interquartile range (IQR)	268531

Descriptive statistics

Standard deviation	227184.95
Coefficient of variation (CV)	0.61951724
Kurtosis	1.7907821
Mean	366712.88
Median Absolute Deviation (MAD)	156414
Skewness	1.0100324
Sum	17968931
Variance	5.1613001 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1097978	1	2.0%
312592	1	2.0%
490753	1	2.0%
369691	1	2.0%
1005672	1	2.0%
342979	1	2.0%
383925	1	2.0%
457628	1	2.0%
715816	1	2.0%
369972	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
46570	1	2.0%
55204	1	2.0%
85562	1	2.0%
91792	1	2.0%
117069	1	2.0%
118622	1	2.0%
127520	1	2.0%
153340	1	2.0%
161950	1	2.0%

Value	Count	Frequency (%)
1097978	1	2.0%
1005672	1	2.0%
715816	1	2.0%
699164	1	2.0%
629161	1	2.0%
613545	1	2.0%
558780	1	2.0%
552687	1	2.0%
537185	1	2.0%
526105	1	2.0%

2016년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	376157.47

Minimum	0
Maximum	1105055
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	65984
Q1	198440
median	378861
Q3	492258
95-th percentile	703173.6
Maximum	1105055
Range	1105055
Interquartile range (IQR)	293818

Descriptive statistics

Standard deviation	233660.77
Coefficient of variation (CV)	0.62117807
Kurtosis	1.6095415
Mean	376157.47
Median Absolute Deviation (MAD)	164759
Skewness	0.94384849
Sum	18431716
Variance	5.4597356 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1105055	1	2.0%
317335	1	2.0%
501199	1	2.0%
378861	1	2.0%
1048634	1	2.0%
346218	1	2.0%
389935	1	2.0%
459346	1	2.0%
715576	1	2.0%
409209	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
36682	1	2.0%
51420	1	2.0%
87830	1	2.0%
101416	1	2.0%
118507	1	2.0%
120458	1	2.0%
128916	1	2.0%
144894	1	2.0%
150121	1	2.0%

Value	Count	Frequency (%)
1105055	1	2.0%
1048634	1	2.0%
715576	1	2.0%
684570	1	2.0%
652250	1	2.0%
616598	1	2.0%
593631	1	2.0%
590897	1	2.0%
552075	1	2.0%
543620	1	2.0%

2017년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	378778.41

Minimum	0
Maximum	1134304
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	68685
Q1	190897
median	369386
Q3	497133
95-th percentile	737478.6
Maximum	1134304
Range	1134304
Interquartile range (IQR)	306236

Descriptive statistics

Standard deviation	239275.29
Coefficient of variation (CV)	0.63170257
Kurtosis	1.7424168
Mean	378778.41
Median Absolute Deviation (MAD)	152198
Skewness	1.0159062
Sum	18560142
Variance	5.7252666 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1134304	1	2.0%
321906	1	2.0%
507690	1	2.0%
364327	1	2.0%
1067657	1	2.0%
369386	1	2.0%
386875	1	2.0%
455132	1	2.0%
754633	1	2.0%
416348	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
35224	1	2.0%
56057	1	2.0%
87627	1	2.0%
90664	1	2.0%
118941	1	2.0%
125011	1	2.0%
134268	1	2.0%
149323	1	2.0%
152852	1	2.0%

Value	Count	Frequency (%)
1134304	1	2.0%
1067657	1	2.0%
754633	1	2.0%
711747	1	2.0%
659632	1	2.0%
647060	1	2.0%
608241	1	2.0%
592980	1	2.0%
553326	1	2.0%
514522	1	2.0%

2018년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE ZEROS

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	389253.84

Minimum	0
Maximum	1182117
Zeros	1
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	0
5-th percentile	65189.6
Q1	195915
median	387481
Q3	503427
95-th percentile	751027.2
Maximum	1182117
Range	1182117
Interquartile range (IQR)	307512

Descriptive statistics

Standard deviation	247998.86
Coefficient of variation (CV)	0.63711347
Kurtosis	1.8093509
Mean	389253.84
Median Absolute Deviation (MAD)	161096
Skewness	1.0218421
Sum	19073438
Variance	6.1503435 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1182117	1	2.0%
328438	1	2.0%
525215	1	2.0%
387481	1	2.0%
1100472	1	2.0%
366685	1	2.0%
411631	1	2.0%
469085	1	2.0%
780054	1	2.0%
433689	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	2.0%
37196	1	2.0%
48526	1	2.0%
90185	1	2.0%
92187	1	2.0%
123156	1	2.0%
127023	1	2.0%
129302	1	2.0%
149184	1	2.0%
150240	1	2.0%

Value	Count	Frequency (%)
1182117	1	2.0%
1100472	1	2.0%
780054	1	2.0%
707487	1	2.0%
685801	1	2.0%
645885	1	2.0%
635334	1	2.0%
621541	1	2.0%
560289	1	2.0%
525215	1	2.0%

2019년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	382146.12

Minimum	42343
Maximum	1169054
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	42343
5-th percentile	86622
Q1	192549
median	372307
Q3	493633
95-th percentile	760299.4
Maximum	1169054
Range	1126711
Interquartile range (IQR)	301084

Descriptive statistics

Standard deviation	248629.85
Coefficient of variation (CV)	0.65061461
Kurtosis	1.9953977
Mean	382146.12
Median Absolute Deviation (MAD)	160098
Skewness	1.1525172
Sum	18725160
Variance	6.1816802 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1169054	1	2.0%
325238	1	2.0%
532405	1	2.0%
393955	1	2.0%
1130344	1	2.0%
372307	1	2.0%
411322	1	2.0%
447662	1	2.0%
805215	1	2.0%
408883	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
42343	1	2.0%
47840	1	2.0%
84538	1	2.0%
89748	1	2.0%
91342	1	2.0%
121222	1	2.0%
121491	1	2.0%
125236	1	2.0%
125405	1	2.0%
140312	1	2.0%

Value	Count	Frequency (%)
1169054	1	2.0%
1130344	1	2.0%
805215	1	2.0%
692926	1	2.0%
686799	1	2.0%
643857	1	2.0%
634665	1	2.0%
620059	1	2.0%
538257	1	2.0%
532405	1	2.0%

2020년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	387234.96

Minimum	40789
Maximum	1170061
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	40789
5-th percentile	84934.4
Q1	184382
median	383166
Q3	502057
95-th percentile	788124.6
Maximum	1170061
Range	1129272
Interquartile range (IQR)	317675

Descriptive statistics

Standard deviation	254376.58
Coefficient of variation (CV)	0.65690499
Kurtosis	1.8953541
Mean	387234.96
Median Absolute Deviation (MAD)	162788
Skewness	1.1388273
Sum	18974513
Variance	6.4707443 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1170061	1	2.0%
330424	1	2.0%
554378	1	2.0%
401671	1	2.0%
1164730	1	2.0%
383166	1	2.0%
417642	1	2.0%
448252	1	2.0%
825635	1	2.0%
425699	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40789	1	2.0%
45701	1	2.0%
83766	1	2.0%
86687	1	2.0%
86804	1	2.0%
116636	1	2.0%
117915	1	2.0%
125076	1	2.0%
128712	1	2.0%
143116	1	2.0%

Value	Count	Frequency (%)
1170061	1	2.0%
1164730	1	2.0%
825635	1	2.0%
731859	1	2.0%
697629	1	2.0%
654076	1	2.0%
636025	1	2.0%
631044	1	2.0%
554378	1	2.0%
545954	1	2.0%

2021년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	395480.92

Minimum	39025
Maximum	1209307
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	39025
5-th percentile	88520
Q1	185753
median	386606
Q3	510200
95-th percentile	823863
Maximum	1209307
Range	1170282
Interquartile range (IQR)	324447

Descriptive statistics

Standard deviation	259560.89
Coefficient of variation (CV)	0.65631711
Kurtosis	1.7914464
Mean	395480.92
Median Absolute Deviation (MAD)	173418
Skewness	1.1191181
Sum	19378565
Variance	6.7371857 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1156810	1	2.0%
334560	1	2.0%
562625	1	2.0%
417260	1	2.0%
1209307	1	2.0%
386606	1	2.0%
431385	1	2.0%
452612	1	2.0%
862637	1	2.0%
453244	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
39025	1	2.0%
45688	1	2.0%
87224	1	2.0%
90464	1	2.0%
97799	1	2.0%
120659	1	2.0%
122815	1	2.0%
124609	1	2.0%
131659	1	2.0%
148380	1	2.0%

Value	Count	Frequency (%)
1209307	1	2.0%
1156810	1	2.0%
862637	1	2.0%
765702	1	2.0%
699590	1	2.0%
663498	1	2.0%
642960	1	2.0%
633422	1	2.0%
579293	1	2.0%
562625	1	2.0%

2022년 근로자수
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	49
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	411706.43

Minimum	40311
Maximum	1249007
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	573.0 B

Quantile statistics

Minimum	40311
5-th percentile	93334.4
Q1	196826
median	396654
Q3	524051
95-th percentile	864981
Maximum	1249007
Range	1208696
Interquartile range (IQR)	327225

Descriptive statistics

Standard deviation	270210.45
Coefficient of variation (CV)	0.65631827
Kurtosis	1.6535849
Mean	411706.43
Median Absolute Deviation (MAD)	178303
Skewness	1.0992132
Sum	20173615
Variance	7.3013687 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1195753	1	2.0%
341928	1	2.0%
586817	1	2.0%
432307	1	2.0%
1249007	1	2.0%
396654	1	2.0%
448043	1	2.0%
471362	1	2.0%
909493	1	2.0%
508674	1	2.0%
Other values (39)	39	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40311	1	2.0%
53180	1	2.0%
90794	1	2.0%
97145	1	2.0%
101345	1	2.0%
123610	1	2.0%
126160	1	2.0%
129475	1	2.0%
142980	1	2.0%
149593	1	2.0%

Value	Count	Frequency (%)
1249007	1	2.0%
1195753	1	2.0%
909493	1	2.0%
798213	1	2.0%
747522	1	2.0%
715317	1	2.0%
656131	1	2.0%
653127	1	2.0%
613915	1	2.0%
586817	1	2.0%

Phik (φk)
Auto

Heatmap
Table

	구분	2004년 근로자수	2005년 근로자수	2006년 근로자수	2007년 근로자수	2008년 근로자수	2009년 근로자수	2010년 근로자수	2011년 근로자수	2012년 근로자수	2013년 근로자수	2014년 근로자수	2015년 근로자수	2016년 근로자수	2017년 근로자수	2018년 근로자수	2019년 근로자수	2020년 근로자수	2021년 근로자수	2022년 근로자수
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 근로자수	1.000	1.000	0.945	0.982	0.921	0.932	0.907	0.938	0.926	0.936	0.899	0.891	0.935	0.928	0.935	0.938	0.917	0.933	0.804	0.804
2005년 근로자수	1.000	0.945	1.000	0.881	0.873	0.891	0.849	0.891	0.899	0.876	0.836	0.821	0.857	0.848	0.857	0.831	0.813	0.825	0.822	0.810
2006년 근로자수	1.000	0.982	0.881	1.000	0.960	0.959	0.948	0.935	0.946	0.958	0.929	0.926	0.962	0.958	0.962	0.958	0.948	0.954	0.844	0.844
2007년 근로자수	1.000	0.921	0.873	0.960	1.000	0.995	0.988	0.986	0.990	0.991	0.990	0.985	0.911	0.906	0.911	0.937	0.890	0.853	0.950	0.950
2008년 근로자수	1.000	0.932	0.891	0.959	0.995	1.000	0.997	0.997	0.999	0.997	0.992	0.991	0.935	0.927	0.935	0.918	0.877	0.900	0.957	0.952
2009년 근로자수	1.000	0.907	0.849	0.948	0.988	0.997	1.000	0.988	0.992	0.989	0.996	0.984	0.907	0.899	0.907	0.906	0.874	0.890	0.972	0.968
2010년 근로자수	1.000	0.938	0.891	0.935	0.986	0.997	0.988	1.000	0.997	0.995	0.988	0.985	0.928	0.917	0.928	0.913	0.847	0.884	0.938	0.938
2011년 근로자수	1.000	0.926	0.899	0.946	0.990	0.999	0.992	0.997	1.000	0.997	0.992	0.991	0.932	0.923	0.932	0.915	0.849	0.878	0.944	0.939
2012년 근로자수	1.000	0.936	0.876	0.958	0.991	0.997	0.989	0.995	0.997	1.000	0.995	0.993	0.947	0.934	0.947	0.945	0.884	0.879	0.941	0.941
2013년 근로자수	1.000	0.899	0.836	0.929	0.990	0.992	0.996	0.988	0.992	0.995	1.000	0.996	0.958	0.945	0.958	0.948	0.875	0.863	0.961	0.961
2014년 근로자수	1.000	0.891	0.821	0.926	0.985	0.991	0.984	0.985	0.991	0.993	0.996	1.000	0.971	0.971	0.971	0.950	0.887	0.912	0.962	0.962
2015년 근로자수	1.000	0.935	0.857	0.962	0.911	0.935	0.907	0.928	0.932	0.947	0.958	0.971	1.000	1.000	1.000	0.998	0.976	0.986	0.919	0.919
2016년 근로자수	1.000	0.928	0.848	0.958	0.906	0.927	0.899	0.917	0.923	0.934	0.945	0.971	1.000	1.000	1.000	0.996	0.972	0.987	0.923	0.923
2017년 근로자수	1.000	0.935	0.857	0.962	0.911	0.935	0.907	0.928	0.932	0.947	0.958	0.971	1.000	1.000	1.000	0.998	0.976	0.986	0.919	0.919
2018년 근로자수	1.000	0.938	0.831	0.958	0.937	0.918	0.906	0.913	0.915	0.945	0.948	0.950	0.998	0.996	0.998	1.000	0.989	0.977	0.920	0.920
2019년 근로자수	1.000	0.917	0.813	0.948	0.890	0.877	0.874	0.847	0.849	0.884	0.875	0.887	0.976	0.972	0.976	0.989	1.000	0.992	0.967	0.967
2020년 근로자수	1.000	0.933	0.825	0.954	0.853	0.900	0.890	0.884	0.878	0.879	0.863	0.912	0.986	0.987	0.986	0.977	0.992	1.000	0.973	0.973
2021년 근로자수	1.000	0.804	0.822	0.844	0.950	0.957	0.972	0.938	0.944	0.941	0.961	0.962	0.919	0.923	0.919	0.920	0.967	0.973	1.000	1.000
2022년 근로자수	1.000	0.804	0.810	0.844	0.950	0.952	0.968	0.938	0.939	0.941	0.961	0.962	0.919	0.923	0.919	0.920	0.967	0.973	1.000	1.000

Heatmap
Table

	2004년 근로자수	2005년 근로자수	2006년 근로자수	2007년 근로자수	2008년 근로자수	2009년 근로자수	2010년 근로자수	2011년 근로자수	2012년 근로자수	2013년 근로자수	2014년 근로자수	2015년 근로자수	2016년 근로자수	2017년 근로자수	2018년 근로자수	2019년 근로자수	2020년 근로자수	2021년 근로자수	2022년 근로자수
2004년 근로자수	1.000	0.967	0.898	0.911	0.889	0.899	0.885	0.897	0.909	0.898	0.892	0.893	0.883	0.881	0.884	0.877	0.874	0.862	0.853
2005년 근로자수	0.967	1.000	0.945	0.947	0.918	0.928	0.910	0.919	0.938	0.930	0.925	0.922	0.919	0.919	0.921	0.910	0.909	0.902	0.900
2006년 근로자수	0.898	0.945	1.000	0.994	0.979	0.978	0.976	0.976	0.982	0.984	0.981	0.980	0.980	0.981	0.978	0.964	0.960	0.956	0.954
2007년 근로자수	0.911	0.947	0.994	1.000	0.988	0.987	0.983	0.981	0.988	0.989	0.987	0.987	0.984	0.986	0.985	0.973	0.968	0.964	0.961
2008년 근로자수	0.889	0.918	0.979	0.988	1.000	0.991	0.991	0.990	0.991	0.992	0.990	0.991	0.988	0.988	0.987	0.980	0.974	0.971	0.966
2009년 근로자수	0.899	0.928	0.978	0.987	0.991	1.000	0.987	0.986	0.984	0.985	0.982	0.981	0.979	0.979	0.979	0.975	0.970	0.968	0.963
2010년 근로자수	0.885	0.910	0.976	0.983	0.991	0.987	1.000	0.991	0.988	0.989	0.990	0.990	0.988	0.987	0.984	0.975	0.971	0.967	0.960
2011년 근로자수	0.897	0.919	0.976	0.981	0.990	0.986	0.991	1.000	0.990	0.990	0.988	0.987	0.985	0.983	0.983	0.972	0.969	0.963	0.957
2012년 근로자수	0.909	0.938	0.982	0.988	0.991	0.984	0.988	0.990	1.000	0.996	0.993	0.993	0.992	0.991	0.990	0.981	0.977	0.972	0.968
2013년 근로자수	0.898	0.930	0.984	0.989	0.992	0.985	0.989	0.990	0.996	1.000	0.997	0.996	0.994	0.994	0.992	0.984	0.980	0.976	0.972
2014년 근로자수	0.892	0.925	0.981	0.987	0.990	0.982	0.990	0.988	0.993	0.997	1.000	0.996	0.996	0.996	0.993	0.980	0.977	0.973	0.969
2015년 근로자수	0.893	0.922	0.980	0.987	0.991	0.981	0.990	0.987	0.993	0.996	0.996	1.000	0.996	0.996	0.994	0.984	0.980	0.976	0.971
2016년 근로자수	0.883	0.919	0.980	0.984	0.988	0.979	0.988	0.985	0.992	0.994	0.996	0.996	1.000	0.998	0.996	0.984	0.981	0.978	0.975
2017년 근로자수	0.881	0.919	0.981	0.986	0.988	0.979	0.987	0.983	0.991	0.994	0.996	0.996	0.998	1.000	0.998	0.986	0.984	0.980	0.977
2018년 근로자수	0.884	0.921	0.978	0.985	0.987	0.979	0.984	0.983	0.990	0.992	0.993	0.994	0.996	0.998	1.000	0.989	0.986	0.983	0.981
2019년 근로자수	0.877	0.910	0.964	0.973	0.980	0.975	0.975	0.972	0.981	0.984	0.980	0.984	0.984	0.986	0.989	1.000	0.999	0.997	0.995
2020년 근로자수	0.874	0.909	0.960	0.968	0.974	0.970	0.971	0.969	0.977	0.980	0.977	0.980	0.981	0.984	0.986	0.999	1.000	0.998	0.996
2021년 근로자수	0.862	0.902	0.956	0.964	0.971	0.968	0.967	0.963	0.972	0.976	0.973	0.976	0.978	0.980	0.983	0.997	0.998	1.000	0.998
2022년 근로자수	0.853	0.900	0.954	0.961	0.966	0.963	0.960	0.957	0.968	0.972	0.969	0.971	0.975	0.977	0.981	0.995	0.996	0.998	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 근로자수	2005년 근로자수	2006년 근로자수	2007년 근로자수	2008년 근로자수	2009년 근로자수	2010년 근로자수	2011년 근로자수	2012년 근로자수	2013년 근로자수	2014년 근로자수	2015년 근로자수	2016년 근로자수	2017년 근로자수	2018년 근로자수	2019년 근로자수	2020년 근로자수	2021년 근로자수	2022년 근로자수
0	서 울 청	506326	499164	501044	847247	901502	908214	877570	910243	982909	958571	1044708	1097978	1105055	1134304	1182117	1169054	1170061	1156810	1195753
1	서울강남	902423	930585	861898	572989	591257	566250	578408	588368	610571	597461	618536	629161	652250	659632	685801	686799	697629	699590	747522
2	서울동부	355498	377268	378889	376551	418340	408341	406238	418779	549611	473254	517792	552687	590897	592980	635334	643857	654076	663498	715317
3	서울서부	311926	323320	297751	319373	361180	370207	380582	380059	414774	415907	462973	457929	472106	474142	493169	494829	508756	510200	512290
4	서울남부	401185	411288	386724	397938	424153	425437	433855	434480	477783	475156	546683	558780	593631	608241	621541	634665	636025	633422	656131
5	서울북부	208746	216352	216378	236801	243221	257158	251456	243353	267692	266023	293854	292605	304189	303168	313246	321394	323596	332050	335103
6	서울관악	282154	350260	331525	346442	375071	405020	398369	392006	448360	436430	452690	466543	492258	497133	503427	504918	507074	516645	532266
7	의 정 부	418828	443183	240198	267780	313468	330213	337644	331697	376125	380721	431046	432403	443688	453347	472181	488518	502057	521442	544365
8	강 원	96206	83661	118188	109424	112780	121764	133082	132673	142750	135195	149607	153340	150121	152852	150240	154953	162025	160671	167465
9	태 백	34885	34392	35604	63516	41674	43398	38652	38479	42383	46440	44859	46570	36682	35224	37196	42343	40789	39025	40311

	구분	2004년 근로자수	2005년 근로자수	2006년 근로자수	2007년 근로자수	2008년 근로자수	2009년 근로자수	2010년 근로자수	2011년 근로자수	2012년 근로자수	2013년 근로자수	2014년 근로자수	2015년 근로자수	2016년 근로자수	2017년 근로자수	2018년 근로자수	2019년 근로자수	2020년 근로자수	2021년 근로자수	2022년 근로자수
39	군 산	68835	72644	81458	94669	117352	90571	112676	110818	169881	117015	135611	161950	144894	149323	149184	125405	125076	124609	129475
40	목 포	110648	149743	141749	152049	172295	174831	177718	165308	173681	172567	195582	204011	191739	190897	195915	198644	184382	185753	196826
41	여 수	160312	205281	212428	222389	240393	263335	253040	303236	259024	246843	287152	260767	292344	291789	304045	312388	309341	315121	334238
42	제 주	91631	89336	98563	102834	113711	124831	135704	137612	173996	161816	185281	198012	216552	217188	226385	222839	227505	227697	238152
43	대 전 청	327842	350727	383659	417528	458070	474322	515563	531610	574056	572812	632054	699164	684570	711747	707487	692926	731859	765702	798213
44	청 주	222950	240662	265881	267516	278836	277874	331685	309426	335435	342234	364055	410396	396704	406735	429125	417135	432928	451468	474864
45	충 주	92094	99165	114826	115855	138297	148315	148946	138844	152713	153771	159882	183468	174509	181736	189440	192549	200491	205742	214760
46	천 안	286336	286011	322468	362564	439626	393997	409630	425999	489111	474035	521231	537185	552075	553326	560289	538257	545954	579293	613915
47	보 령	100454	113445	127079	143111	161403	148319	177972	234626	175699	190437	208473	216162	207705	204360	213279	121491	117915	120659	126160
48	서 산	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	89748	86687	90464	97145

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