gimi9 Pandas Profiling

Dataset statistics

Number of variables	38
Number of observations	42
Missing cells	349
Missing cells (%)	21.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	14.1 KiB
Average record size in memory	344.1 B

Variable types

Text	1
Numeric	35
Unsupported	2

Dataset

Description	사립학교교직원연금공단 사학연금수급자 현황(퇴직연금수급자 평균연금월액)과 관련된 데이터로 연령, 학교급별 (유치원, 초등학교, 중학교, 고등학교, 전문대, 대학교, 특수학교, 법인), 교직원별(교원, 사무직원) 평균연금월액 등의 항목을 제공합니다.
URL	https://www.data.go.kr/data/15045818/fileData.do

Alerts

`유치원교원(남)` has 16 (38.1%) missing values	Missing
`유치원교원(여)` has 8 (19.0%) missing values	Missing
`유치원직원(남)` has 23 (54.8%) missing values	Missing
`유치원직원(여)` has 24 (57.1%) missing values	Missing
`초등학교교원(남)` has 8 (19.0%) missing values	Missing
`초등학교교원(여)` has 7 (16.7%) missing values	Missing
`초등학교직원(남)` has 15 (35.7%) missing values	Missing
`초등학교직원(여)` has 27 (64.3%) missing values	Missing
`중학교교원(남)` has 4 (9.5%) missing values	Missing
`중학교교원(여)` has 4 (9.5%) missing values	Missing
`중학교직원(남)` has 4 (9.5%) missing values	Missing
`중학교직원(여)` has 12 (28.6%) missing values	Missing
`고등학교교원(남)` has 3 (7.1%) missing values	Missing
`고등학교교원(여)` has 2 (4.8%) missing values	Missing
`고등학교직원(남)` has 2 (4.8%) missing values	Missing
`고등학교직원(여)` has 7 (16.7%) missing values	Missing
`전문대교원(남)` has 1 (2.4%) missing values	Missing
`전문대교원(여)` has 3 (7.1%) missing values	Missing
`전문대직원(여)` has 11 (26.2%) missing values	Missing
`대학교직원(여)` has 1 (2.4%) missing values	Missing
`특수학교교원(남)` has 9 (21.4%) missing values	Missing
`특수학교교원(여)` has 8 (19.0%) missing values	Missing
`특수학교직원(남)` has 15 (35.7%) missing values	Missing
`특수학교직원(여)` has 24 (57.1%) missing values	Missing
`학교경영기관교원(남)` has 42 (100.0%) missing values	Missing
`학교경영기관교원(여)` has 42 (100.0%) missing values	Missing
`학교경영기관직원(남)` has 6 (14.3%) missing values	Missing
`학교경영기관직원(여)` has 21 (50.0%) missing values	Missing
`연령구분` has unique values	Unique
`전체평균` has unique values	Unique
`교원평균(남)` has unique values	Unique
`교원평균(여)` has unique values	Unique
`직원평균(남)` has unique values	Unique
`직원평균(여)` has unique values	Unique
`전문대직원(남)` has unique values	Unique
`대학교교원(남)` has unique values	Unique
`대학교교원(여)` has unique values	Unique
`대학교직원(남)` has unique values	Unique
`학교경영기관교원(남)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`학교경영기관교원(여)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2023-12-12 09:20:09.414193
Analysis finished	2023-12-12 09:20:09.833254
Duration	0.42 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

연령구분
Text

UNIQUE

Distinct	42
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	468.0 B

Length

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

Characters and Unicode

Total characters	252
Distinct characters	16
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	42 ?
Unique (%)	100.0%

Sample

1st row	50세 미만
2nd row	51세 미만
3rd row	52세 미만
4th row	53세 미만
5th row	54세 미만

Value	Count	Frequency (%)
미만	41	48.8%
90세	2	2.4%
71세	1	1.2%
72세	1	1.2%
73세	1	1.2%
74세	1	1.2%
75세	1	1.2%
76세	1	1.2%
77세	1	1.2%
78세	1	1.2%
Other values (33)	33	39.3%

Most occurring characters

Value	Count	Frequency (%)
세	42	16.7%
	42	16.7%
미	41	16.3%
만	41	16.3%
5	14	5.6%
6	14	5.6%
7	14	5.6%
8	14	5.6%
0	6	2.4%
9	6	2.4%
Other values (6)	18	7.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	126	50.0%
Decimal Number	84	33.3%
Space Separator	42	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	14	16.7%
6	14	16.7%
7	14	16.7%
8	14	16.7%
0	6	7.1%
9	6	7.1%
2	4	4.8%
3	4	4.8%
4	4	4.8%
1	4	4.8%

Other Letter

Value	Count	Frequency (%)
세	42	33.3%
미	41	32.5%
만	41	32.5%
이	1	0.8%
상	1	0.8%

Space Separator

Value	Count	Frequency (%)
	42	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	126	50.0%
Common	126	50.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	42	33.3%
5	14	11.1%
6	14	11.1%
7	14	11.1%
8	14	11.1%
0	6	4.8%
9	6	4.8%
2	4	3.2%
3	4	3.2%
4	4	3.2%

Hangul

Value	Count	Frequency (%)
세	42	33.3%
미	41	32.5%
만	41	32.5%
이	1	0.8%
상	1	0.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	126	50.0%
ASCII	126	50.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
세	42	33.3%
미	41	32.5%
만	41	32.5%
이	1	0.8%
상	1	0.8%

ASCII

Value	Count	Frequency (%)
	42	33.3%
5	14	11.1%
6	14	11.1%
7	14	11.1%
8	14	11.1%
0	6	4.8%
9	6	4.8%
2	4	3.2%
3	4	3.2%
4	4	3.2%

전체평균
Real number (ℝ)

UNIQUE

Distinct	42
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2788626.2

Minimum	856920
Maximum	3166680
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	856920
5-th percentile	1999508.2
Q1	2742327.2
median	2904802
Q3	3084206
95-th percentile	3147743.2
Maximum	3166680
Range	2309760
Interquartile range (IQR)	341878.75

Descriptive statistics

Standard deviation	452558.49
Coefficient of variation (CV)	0.16228726
Kurtosis	7.5316511
Mean	2788626.2
Median Absolute Deviation (MAD)	178792
Skewness	-2.4518488
Sum	1.171223 × 10⁸
Variance	2.0480919 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
856920	1	2.4%
3021596	1	2.4%
3081334	1	2.4%
3086587	1	2.4%
3104898	1	2.4%
3154514	1	2.4%
3132783	1	2.4%
3123763	1	2.4%
3078935	1	2.4%
3019179	1	2.4%
Other values (32)	32	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
856920	1	2.4%
1768370	1	2.4%
1997069	1	2.4%
2045853	1	2.4%
2280443	1	2.4%
2407593	1	2.4%
2423062	1	2.4%
2565340	1	2.4%
2634531	1	2.4%
2644972	1	2.4%

Value	Count	Frequency (%)
3166680	1	2.4%
3154514	1	2.4%
3148085	1	2.4%
3141250	1	2.4%
3132783	1	2.4%
3123763	1	2.4%
3106242	1	2.4%
3104898	1	2.4%
3102821	1	2.4%
3086587	1	2.4%

교원평균(남)
Real number (ℝ)

UNIQUE

Distinct	42
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2879397.6

Minimum	684523
Maximum	3444974
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	684523
5-th percentile	924610.55
Q1	2853240
median	3143332.5
Q3	3369058
95-th percentile	3404935.5
Maximum	3444974
Range	2760451
Interquartile range (IQR)	515818

Descriptive statistics

Standard deviation	738630.46
Coefficient of variation (CV)	0.25652256
Kurtosis	3.0567297
Mean	2879397.6
Median Absolute Deviation (MAD)	241192.5
Skewness	-1.9652184
Sum	1.209347 × 10⁸
Variance	5.4557495 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
813947	1	2.4%
3262582	1	2.4%
3383011	1	2.4%
3382744	1	2.4%
3400139	1	2.4%
3444974	1	2.4%
3411113	1	2.4%
3405188	1	2.4%
3389208	1	2.4%
3293791	1	2.4%
Other values (32)	32	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
684523	1	2.4%
813947	1	2.4%
904020	1	2.4%
1315831	1	2.4%
1621612	1	2.4%
2386164	1	2.4%
2500387	1	2.4%
2507108	1	2.4%
2628272	1	2.4%
2716792	1	2.4%

Value	Count	Frequency (%)
3444974	1	2.4%
3411113	1	2.4%
3405188	1	2.4%
3400139	1	2.4%
3390606	1	2.4%
3389208	1	2.4%
3386039	1	2.4%
3383011	1	2.4%
3382744	1	2.4%
3381102	1	2.4%

교원평균(여)
Real number (ℝ)

UNIQUE

Distinct	42
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2742597.8

Minimum	691895
Maximum	3182120
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	691895
5-th percentile	815395.3
Q1	2785715
median	2956068.5
Q3	3071138
95-th percentile	3116829.3
Maximum	3182120
Range	2490225
Interquartile range (IQR)	285423

Descriptive statistics

Standard deviation	629592.5
Coefficient of variation (CV)	0.22956064
Kurtosis	6.0245252
Mean	2742597.8
Median Absolute Deviation (MAD)	135594
Skewness	-2.6073046
Sum	1.1518911 × 10⁸
Variance	3.9638671 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
722560	1	2.4%
2982766	1	2.4%
3106594	1	2.4%
3082357	1	2.4%
3146741	1	2.4%
3117368	1	2.4%
3105593	1	2.4%
3071334	1	2.4%
3070550	1	2.4%
2993712	1	2.4%
Other values (32)	32	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
691895	1	2.4%
722560	1	2.4%
775696	1	2.4%
1569682	1	2.4%
2284618	1	2.4%
2556478	1	2.4%
2564334	1	2.4%
2658499	1	2.4%
2704565	1	2.4%
2741160	1	2.4%

Value	Count	Frequency (%)
3182120	1	2.4%
3146741	1	2.4%
3117368	1	2.4%
3106594	1	2.4%
3105593	1	2.4%
3105262	1	2.4%
3096995	1	2.4%
3094681	1	2.4%
3089977	1	2.4%
3082357	1	2.4%

직원평균(남)
Real number (ℝ)

UNIQUE

Distinct	42
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2264009.5

Minimum	786540
Maximum	2647651
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	786540
5-th percentile	1523537.2
Q1	2183396.5
median	2354827.5
Q3	2495495.8
95-th percentile	2617829.8
Maximum	2647651
Range	1861111
Interquartile range (IQR)	312099.25

Descriptive statistics

Standard deviation	387870.32
Coefficient of variation (CV)	0.17132009
Kurtosis	7.4993547
Mean	2264009.5
Median Absolute Deviation (MAD)	152900
Skewness	-2.5609608
Sum	95088400
Variance	1.5044338 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
786540	1	2.4%
2112204	1	2.4%
2357564	1	2.4%
2377958	1	2.4%
2352249	1	2.4%
2389382	1	2.4%
2409170	1	2.4%
2289147	1	2.4%
2207183	1	2.4%
2118020	1	2.4%
Other values (32)	32	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
786540	1	2.4%
909760	1	2.4%
1502628	1	2.4%
1920813	1	2.4%
2061718	1	2.4%
2069718	1	2.4%
2112204	1	2.4%
2118020	1	2.4%
2169377	1	2.4%
2175023	1	2.4%

Value	Count	Frequency (%)
2647651	1	2.4%
2642143	1	2.4%
2618316	1	2.4%
2608591	1	2.4%
2600674	1	2.4%
2557724	1	2.4%
2519915	1	2.4%
2511140	1	2.4%
2510403	1	2.4%
2505052	1	2.4%

직원평균(여)
Real number (ℝ)

UNIQUE

Distinct	42
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2193993.3

Minimum	976208
Maximum	2697395
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	976208
5-th percentile	1907292.1
Q1	2094116.5
median	2204796
Q3	2348654.2
95-th percentile	2577293.8
Maximum	2697395
Range	1721187
Interquartile range (IQR)	254537.75

Descriptive statistics

Standard deviation	288682.13
Coefficient of variation (CV)	0.1315784
Kurtosis	6.8017032
Mean	2193993.3
Median Absolute Deviation (MAD)	139639.5
Skewness	-1.684904
Sum	92147718
Variance	8.3337374 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
976208	1	2.4%
2333079	1	2.4%
2141374	1	2.4%
1952269	1	2.4%
1920973	1	2.4%
2051190	1	2.4%
1991382	1	2.4%
1923607	1	2.4%
2110051	1	2.4%
2118490	1	2.4%
Other values (32)	32	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
976208	1	2.4%
1708230	1	2.4%
1906572	1	2.4%
1920973	1	2.4%
1923607	1	2.4%
1946223	1	2.4%
1952269	1	2.4%
1991382	1	2.4%
2010540	1	2.4%
2051190	1	2.4%

Value	Count	Frequency (%)
2697395	1	2.4%
2662839	1	2.4%
2578031	1	2.4%
2563286	1	2.4%
2561947	1	2.4%
2473351	1	2.4%
2409842	1	2.4%
2381137	1	2.4%
2378735	1	2.4%
2375852	1	2.4%

유치원교원(남)
Real number (ℝ)

MISSING

Distinct	26
Distinct (%)	100.0%
Missing	16
Missing (%)	38.1%
Infinite	0
Infinite (%)	0.0%
Mean	1431367.2

Minimum	437080
Maximum	2708050
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	437080
5-th percentile	724420
Q1	1093721.8
median	1302249
Q3	1729533.8
95-th percentile	2571237.5
Maximum	2708050
Range	2270970
Interquartile range (IQR)	635812

Descriptive statistics

Standard deviation	589857.06
Coefficient of variation (CV)	0.41209346
Kurtosis	-0.013640449
Mean	1431367.2
Median Absolute Deviation (MAD)	261055.5
Skewness	0.73726667
Sum	37215547
Variance	3.4793136 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
1869830	1	2.4%
2611870	1	2.4%
2449340	1	2.4%
719120	1	2.4%
2001700	1	2.4%
1343873	1	2.4%
1172970	1	2.4%
1275980	1	2.4%
2708050	1	2.4%
1550295	1	2.4%
Other values (16)	16	38.1%
(Missing)	16	38.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
437080	1	2.4%
719120	1	2.4%
740320	1	2.4%
825635	1	2.4%
981562	1	2.4%
1028184	1	2.4%
1088497	1	2.4%
1109396	1	2.4%
1112788	1	2.4%
1172970	1	2.4%

Value	Count	Frequency (%)
2708050	1	2.4%
2611870	1	2.4%
2449340	1	2.4%
2275340	1	2.4%
2001700	1	2.4%
1869830	1	2.4%
1789280	1	2.4%
1550295	1	2.4%
1549042	1	2.4%
1453940	1	2.4%

유치원교원(여)
Real number (ℝ)

MISSING

Distinct	34
Distinct (%)	100.0%
Missing	8
Missing (%)	19.0%
Infinite	0
Infinite (%)	0.0%
Mean	1773269.3

Minimum	482170
Maximum	3592800
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	482170
5-th percentile	1088065.3
Q1	1424037.8
median	1658742
Q3	2090411.2
95-th percentile	2680811.2
Maximum	3592800
Range	3110630
Interquartile range (IQR)	666373.5

Descriptive statistics

Standard deviation	590002.44
Coefficient of variation (CV)	0.33272016
Kurtosis	1.9965019
Mean	1773269.3
Median Absolute Deviation (MAD)	294283
Skewness	0.84628507
Sum	60291156
Variance	3.4810288 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
2109240	1	2.4%
1733026	1	2.4%
2113559	1	2.4%
1661437	1	2.4%
1780665	1	2.4%
1860775	1	2.4%
2185546	1	2.4%
2531125	1	2.4%
1785127	1	2.4%
2473725	1	2.4%
Other values (24)	24	57.1%
(Missing)	8	19.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
482170	1	2.4%
879440	1	2.4%
1200402	1	2.4%
1238011	1	2.4%
1313304	1	2.4%
1350353	1	2.4%
1378565	1	2.4%
1388071	1	2.4%
1420032	1	2.4%
1436055	1	2.4%

Value	Count	Frequency (%)
3592800	1	2.4%
2958800	1	2.4%
2531125	1	2.4%
2473725	1	2.4%
2441830	1	2.4%
2294870	1	2.4%
2185546	1	2.4%
2113559	1	2.4%
2109240	1	2.4%
2033925	1	2.4%

유치원직원(남)
Real number (ℝ)

MISSING

Distinct	19
Distinct (%)	100.0%
Missing	23
Missing (%)	54.8%
Infinite	0
Infinite (%)	0.0%
Mean	1203591.1

Minimum	461056
Maximum	2506115
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	461056
5-th percentile	630877.9
Q1	896559
median	1234955
Q3	1421305
95-th percentile	1775202.5
Maximum	2506115
Range	2045059
Interquartile range (IQR)	524746

Descriptive statistics

Standard deviation	451116.06
Coefficient of variation (CV)	0.37480842
Kurtosis	2.8504455
Mean	1203591.1
Median Absolute Deviation (MAD)	251175
Skewness	1.0807027
Sum	22868230
Variance	2.035057 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
461056	1	2.4%
1411670	1	2.4%
1430940	1	2.4%
2506115	1	2.4%
1253910	1	2.4%
1486130	1	2.4%
1316700	1	2.4%
1440710	1	2.4%
1212200	1	2.4%
1693990	1	2.4%
Other values (9)	9	21.4%
(Missing)	23	54.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
461056	1	2.4%
649747	1	2.4%
767430	1	2.4%
824545	1	2.4%
869693	1	2.4%
923425	1	2.4%
970406	1	2.4%
1062005	1	2.4%
1212200	1	2.4%
1234955	1	2.4%

Value	Count	Frequency (%)
2506115	1	2.4%
1693990	1	2.4%
1486130	1	2.4%
1440710	1	2.4%
1430940	1	2.4%
1411670	1	2.4%
1352603	1	2.4%
1316700	1	2.4%
1253910	1	2.4%
1234955	1	2.4%

유치원직원(여)
Real number (ℝ)

MISSING

Distinct	18
Distinct (%)	100.0%
Missing	24
Missing (%)	57.1%
Infinite	0
Infinite (%)	0.0%
Mean	1251616

Minimum	479415
Maximum	2887520
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	479415
5-th percentile	493987.4
Q1	696817.25
median	1217910
Q3	1654662.5
95-th percentile	2144628.5
Maximum	2887520
Range	2408105
Interquartile range (IQR)	957845.25

Descriptive statistics

Standard deviation	651523.3
Coefficient of variation (CV)	0.52054568
Kurtosis	0.63183749
Mean	1251616
Median Absolute Deviation (MAD)	520196.5
Skewness	0.86409534
Sum	22529088
Variance	4.2448261 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
617571	1	2.4%
1031940	1	2.4%
1277250	1	2.4%
1792790	1	2.4%
2013530	1	2.4%
1401180	1	2.4%
1415870	1	2.4%
1472660	1	2.4%
1961920	1	2.4%
2887520	1	2.4%
Other values (8)	8	19.0%
(Missing)	24	57.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
479415	1	2.4%
496559	1	2.4%
617571	1	2.4%
623994	1	2.4%
695921	1	2.4%
699506	1	2.4%
787562	1	2.4%
1031940	1	2.4%
1158570	1	2.4%
1277250	1	2.4%

Value	Count	Frequency (%)
2887520	1	2.4%
2013530	1	2.4%
1961920	1	2.4%
1792790	1	2.4%
1715330	1	2.4%
1472660	1	2.4%
1415870	1	2.4%
1401180	1	2.4%
1277250	1	2.4%
1158570	1	2.4%

초등학교교원(남)
Real number (ℝ)

MISSING

Distinct	34
Distinct (%)	100.0%
Missing	8
Missing (%)	19.0%
Infinite	0
Infinite (%)	0.0%
Mean	3151906

Minimum	2337661
Maximum	3606067
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	2337661
5-th percentile	2557981.4
Q1	3013006
median	3178005.5
Q3	3388923
95-th percentile	3557697.8
Maximum	3606067
Range	1268406
Interquartile range (IQR)	375917

Descriptive statistics

Standard deviation	317531.24
Coefficient of variation (CV)	0.10074261
Kurtosis	0.66676403
Mean	3151906
Median Absolute Deviation (MAD)	210646.5
Skewness	-0.89008407
Sum	1.071648 × 10⁸
Variance	1.0082609 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
3078251	1	2.4%
2364906	1	2.4%
3414651	1	2.4%
3292017	1	2.4%
2763697	1	2.4%
3606067	1	2.4%
3107499	1	2.4%
3172202	1	2.4%
3179187	1	2.4%
2806671	1	2.4%
Other values (24)	24	57.1%
(Missing)	8	19.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2337661	1	2.4%
2364906	1	2.4%
2661945	1	2.4%
2763697	1	2.4%
2768477	1	2.4%
2806671	1	2.4%
2946795	1	2.4%
2964030	1	2.4%
3011807	1	2.4%
3016603	1	2.4%

Value	Count	Frequency (%)
3606067	1	2.4%
3601485	1	2.4%
3534120	1	2.4%
3508711	1	2.4%
3503058	1	2.4%
3465020	1	2.4%
3429246	1	2.4%
3414651	1	2.4%
3389194	1	2.4%
3388110	1	2.4%

초등학교교원(여)
Real number (ℝ)

MISSING

Distinct	35
Distinct (%)	100.0%
Missing	7
Missing (%)	16.7%
Infinite	0
Infinite (%)	0.0%
Mean	2898630.6

Minimum	1767165
Maximum	3498405
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	1767165
5-th percentile	2190021.2
Q1	2644780
median	3027875
Q3	3130298
95-th percentile	3380181.4
Maximum	3498405
Range	1731240
Interquartile range (IQR)	485518

Descriptive statistics

Standard deviation	404510.94
Coefficient of variation (CV)	0.13955243
Kurtosis	0.56705436
Mean	2898630.6
Median Absolute Deviation (MAD)	237577
Skewness	-0.93476358
Sum	1.0145207 × 10⁸
Variance	1.636291 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
3053465	1	2.4%
3336865	1	2.4%
3340087	1	2.4%
3473735	1	2.4%
3498405	1	2.4%
1767165	1	2.4%
3103753	1	2.4%
2947432	1	2.4%
2508180	1	2.4%
2839570	1	2.4%
Other values (25)	25	59.5%
(Missing)	7	16.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1767165	1	2.4%
2075966	1	2.4%
2238902	1	2.4%
2348045	1	2.4%
2363645	1	2.4%
2500546	1	2.4%
2508180	1	2.4%
2530533	1	2.4%
2583562	1	2.4%
2705998	1	2.4%

Value	Count	Frequency (%)
3498405	1	2.4%
3473735	1	2.4%
3340087	1	2.4%
3336865	1	2.4%
3287041	1	2.4%
3271200	1	2.4%
3265452	1	2.4%
3224185	1	2.4%
3138056	1	2.4%
3122540	1	2.4%

초등학교직원(남)
Real number (ℝ)

MISSING

Distinct	27
Distinct (%)	100.0%
Missing	15
Missing (%)	35.7%
Infinite	0
Infinite (%)	0.0%
Mean	1800790.1

Minimum	1186370
Maximum	2725910
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	1186370
5-th percentile	1273255
Q1	1570805
median	1795717
Q3	1900415
95-th percentile	2426853
Maximum	2725910
Range	1539540
Interquartile range (IQR)	329610

Descriptive statistics

Standard deviation	374778.03
Coefficient of variation (CV)	0.20811866
Kurtosis	0.29841802
Mean	1800790.1
Median Absolute Deviation (MAD)	213569
Skewness	0.698727
Sum	48621333
Variance	1.4045857 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
2299570	1	2.4%
2405370	1	2.4%
1510755	1	2.4%
1186370	1	2.4%
1857910	1	2.4%
1869567	1	2.4%
1835450	1	2.4%
1760784	1	2.4%
1253320	1	2.4%
1795717	1	2.4%
Other values (17)	17	40.5%
(Missing)	15	35.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1186370	1	2.4%
1253320	1	2.4%
1319770	1	2.4%
1418960	1	2.4%
1510755	1	2.4%
1515211	1	2.4%
1569370	1	2.4%
1572240	1	2.4%
1582148	1	2.4%
1601750	1	2.4%

Value	Count	Frequency (%)
2725910	1	2.4%
2436060	1	2.4%
2405370	1	2.4%
2323868	1	2.4%
2299570	1	2.4%
1958476	1	2.4%
1919972	1	2.4%
1880858	1	2.4%
1869567	1	2.4%
1857910	1	2.4%

초등학교직원(여)
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	100.0%
Missing	27
Missing (%)	64.3%
Infinite	0
Infinite (%)	0.0%
Mean	1730459.8

Minimum	745240
Maximum	2900572
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	745240
5-th percentile	1008818
Q1	1386168
median	1581240
Q3	1990461.5
95-th percentile	2631280.6
Maximum	2900572
Range	2155332
Interquartile range (IQR)	604293.5

Descriptive statistics

Standard deviation	577789.93
Coefficient of variation (CV)	0.33389388
Kurtosis	-0.075358324
Mean	1730459.8
Median Absolute Deviation (MAD)	297253
Skewness	0.46284707
Sum	25956897
Variance	3.3384121 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
745240	1	2.4%
2515870	1	2.4%
2102430	1	2.4%
1342616	1	2.4%
1770856	1	2.4%
1429720	1	2.4%
2900572	1	2.4%
1199340	1	2.4%
1878493	1	2.4%
1476380	1	2.4%
Other values (5)	5	11.9%
(Missing)	27	64.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
745240	1	2.4%
1121780	1	2.4%
1199340	1	2.4%
1342616	1	2.4%
1429720	1	2.4%
1476380	1	2.4%
1561340	1	2.4%
1581240	1	2.4%
1770856	1	2.4%
1875880	1	2.4%

Value	Count	Frequency (%)
2900572	1	2.4%
2515870	1	2.4%
2455140	1	2.4%
2102430	1	2.4%
1878493	1	2.4%
1875880	1	2.4%
1770856	1	2.4%
1581240	1	2.4%
1561340	1	2.4%
1476380	1	2.4%

중학교교원(남)
Real number (ℝ)

MISSING

Distinct	38
Distinct (%)	100.0%
Missing	4
Missing (%)	9.5%
Infinite	0
Infinite (%)	0.0%
Mean	2991782.5

Minimum	2421303
Maximum	3322158
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	2421303
5-th percentile	2475627.9
Q1	2704308.2
median	3090216
Q3	3268866.8
95-th percentile	3318134.4
Maximum	3322158
Range	900855
Interquartile range (IQR)	564558.5

Descriptive statistics

Standard deviation	300951.38
Coefficient of variation (CV)	0.10059267
Kurtosis	-1.265001
Mean	2991782.5
Median Absolute Deviation (MAD)	197411
Skewness	-0.53705728
Sum	1.1368774 × 10⁸
Variance	9.0571736 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
2768627	1	2.4%
3291839	1	2.4%
3280066	1	2.4%
3322158	1	2.4%
3305802	1	2.4%
3156131	1	2.4%
3019048	1	2.4%
2955945	1	2.4%
2683986	1	2.4%
3266820	1	2.4%
Other values (28)	28	66.7%
(Missing)	4	9.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2421303	1	2.4%
2459375	1	2.4%
2478496	1	2.4%
2575259	1	2.4%
2593527	1	2.4%
2594140	1	2.4%
2597437	1	2.4%
2609129	1	2.4%
2672174	1	2.4%
2683986	1	2.4%

Value	Count	Frequency (%)
3322158	1	2.4%
3321667	1	2.4%
3317511	1	2.4%
3305802	1	2.4%
3291839	1	2.4%
3288308	1	2.4%
3280066	1	2.4%
3274648	1	2.4%
3270312	1	2.4%
3269549	1	2.4%

중학교교원(여)
Real number (ℝ)

MISSING

Distinct	38
Distinct (%)	100.0%
Missing	4
Missing (%)	9.5%
Infinite	0
Infinite (%)	0.0%
Mean	2785520.2

Minimum	1911825
Maximum	3143718
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	1911825
5-th percentile	2380945
Q1	2633542.5
median	2851756.5
Q3	2988837
95-th percentile	3090330.5
Maximum	3143718
Range	1231893
Interquartile range (IQR)	355294.5

Descriptive statistics

Standard deviation	264626.73
Coefficient of variation (CV)	0.095000829
Kurtosis	1.8218258
Mean	2785520.2
Median Absolute Deviation (MAD)	179562.5
Skewness	-1.2042921
Sum	1.0584977 × 10⁸
Variance	7.0027307 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
2398630	1	2.4%
2997344	1	2.4%
2865091	1	2.4%
2854294	1	2.4%
2828544	1	2.4%
2825954	1	2.4%
2652650	1	2.4%
2648384	1	2.4%
2578520	1	2.4%
3019873	1	2.4%
Other values (28)	28	66.7%
(Missing)	4	9.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1911825	1	2.4%
2280730	1	2.4%
2398630	1	2.4%
2407308	1	2.4%
2412943	1	2.4%
2522156	1	2.4%
2578520	1	2.4%
2595435	1	2.4%
2614308	1	2.4%
2633405	1	2.4%

Value	Count	Frequency (%)
3143718	1	2.4%
3105764	1	2.4%
3087607	1	2.4%
3063408	1	2.4%
3052602	1	2.4%
3042765	1	2.4%
3019873	1	2.4%
3012835	1	2.4%
2997344	1	2.4%
2988993	1	2.4%

중학교직원(남)
Real number (ℝ)

MISSING

Distinct	38
Distinct (%)	100.0%
Missing	4
Missing (%)	9.5%
Infinite	0
Infinite (%)	0.0%
Mean	1882664

Minimum	1021350
Maximum	2520660
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	1021350
5-th percentile	1481307.8
Q1	1676564.2
median	1842790.5
Q3	2096411.8
95-th percentile	2368111.7
Maximum	2520660
Range	1499310
Interquartile range (IQR)	419847.5

Descriptive statistics

Standard deviation	305883.81
Coefficient of variation (CV)	0.16247393
Kurtosis	0.6858742
Mean	1882664
Median Absolute Deviation (MAD)	216136
Skewness	-0.13430748
Sum	71541231
Variance	9.3564905 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
1450933	1	2.4%
1746432	1	2.4%
1867084	1	2.4%
1777475	1	2.4%
1824183	1	2.4%
1486668	1	2.4%
1562607	1	2.4%
1653275	1	2.4%
1578889	1	2.4%
1915419	1	2.4%
Other values (28)	28	66.7%
(Missing)	4	9.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1021350	1	2.4%
1450933	1	2.4%
1486668	1	2.4%
1562607	1	2.4%
1565388	1	2.4%
1578889	1	2.4%
1593903	1	2.4%
1614365	1	2.4%
1649965	1	2.4%
1653275	1	2.4%

Value	Count	Frequency (%)
2520660	1	2.4%
2505640	1	2.4%
2343842	1	2.4%
2247667	1	2.4%
2235149	1	2.4%
2226460	1	2.4%
2166732	1	2.4%
2159778	1	2.4%
2105715	1	2.4%
2099686	1	2.4%

중학교직원(여)
Real number (ℝ)

MISSING

Distinct	30
Distinct (%)	100.0%
Missing	12
Missing (%)	28.6%
Infinite	0
Infinite (%)	0.0%
Mean	2019784.2

Minimum	1117420
Maximum	2928001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	1117420
5-th percentile	1497096
Q1	1739895
median	2036040
Q3	2228979.8
95-th percentile	2724441.1
Maximum	2928001
Range	1810581
Interquartile range (IQR)	489084.75

Descriptive statistics

Standard deviation	391734.12
Coefficient of variation (CV)	0.1939485
Kurtosis	0.48374359
Mean	2019784.2
Median Absolute Deviation (MAD)	233470
Skewness	0.18036378
Sum	60593526
Variance	1.5345562 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
1714896	1	2.4%
1511330	1	2.4%
1581240	1	2.4%
1681120	1	2.4%
1117420	1	2.4%
1844870	1	2.4%
2078610	1	2.4%
2753710	1	2.4%
1760610	1	2.4%
1485450	1	2.4%
Other values (20)	20	47.6%
(Missing)	12	28.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1117420	1	2.4%
1485450	1	2.4%
1511330	1	2.4%
1581240	1	2.4%
1614043	1	2.4%
1681120	1	2.4%
1714896	1	2.4%
1732990	1	2.4%
1760610	1	2.4%
1844870	1	2.4%

Value	Count	Frequency (%)
2928001	1	2.4%
2753710	1	2.4%
2688668	1	2.4%
2408365	1	2.4%
2288325	1	2.4%
2283646	1	2.4%
2255374	1	2.4%
2241394	1	2.4%
2191737	1	2.4%
2173945	1	2.4%

고등학교교원(남)
Real number (ℝ)

MISSING

Distinct	39
Distinct (%)	100.0%
Missing	3
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%
Mean	2924626.1

Minimum	851520
Maximum	3332314
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	851520
5-th percentile	2393485.9
Q1	2726898
median	3104090
Q3	3229977
95-th percentile	3305038.5
Maximum	3332314
Range	2480794
Interquartile range (IQR)	503079

Descriptive statistics

Standard deviation	479044.99
Coefficient of variation (CV)	0.163797
Kurtosis	9.0446807
Mean	2924626.1
Median Absolute Deviation (MAD)	175527
Skewness	-2.6184868
Sum	1.1406042 × 10⁸
Variance	2.294841 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
1704400	1	2.4%
3222132	1	2.4%
3232278	1	2.4%
3283324	1	2.4%
3267258	1	2.4%
3254871	1	2.4%
3227676	1	2.4%
3072849	1	2.4%
2948112	1	2.4%
2829419	1	2.4%
Other values (29)	29	69.0%
(Missing)	3	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
851520	1	2.4%
1704400	1	2.4%
2470051	1	2.4%
2562418	1	2.4%
2600690	1	2.4%
2609222	1	2.4%
2612649	1	2.4%
2648306	1	2.4%
2656156	1	2.4%
2691721	1	2.4%

Value	Count	Frequency (%)
3332314	1	2.4%
3312531	1	2.4%
3304206	1	2.4%
3283324	1	2.4%
3279617	1	2.4%
3275108	1	2.4%
3267258	1	2.4%
3256841	1	2.4%
3254871	1	2.4%
3232278	1	2.4%

고등학교교원(여)
Real number (ℝ)

MISSING

Distinct	40
Distinct (%)	100.0%
Missing	2
Missing (%)	4.8%
Infinite	0
Infinite (%)	0.0%
Mean	2669911.9

Minimum	798385
Maximum	3076957
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	798385
5-th percentile	2157587
Q1	2568102.5
median	2792383.5
Q3	2932547
95-th percentile	3015407.6
Maximum	3076957
Range	2278572
Interquartile range (IQR)	364444.5

Descriptive statistics

Standard deviation	411858.3
Coefficient of variation (CV)	0.15425913
Kurtosis	10.273959
Mean	2669911.9
Median Absolute Deviation (MAD)	192407
Skewness	-2.7037199
Sum	1.0679648 × 10⁸
Variance	1.6962726 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
2789163	1	2.4%
2862184	1	2.4%
2810835	1	2.4%
2953436	1	2.4%
2737963	1	2.4%
2597170	1	2.4%
2627533	1	2.4%
2486407	1	2.4%
2213105	1	2.4%
2625714	1	2.4%
Other values (30)	30	71.4%
(Missing)	2	4.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
798385	1	2.4%
1870326	1	2.4%
2172706	1	2.4%
2212765	1	2.4%
2213105	1	2.4%
2262636	1	2.4%
2486407	1	2.4%
2512514	1	2.4%
2536360	1	2.4%
2568101	1	2.4%

Value	Count	Frequency (%)
3076957	1	2.4%
3042798	1	2.4%
3013966	1	2.4%
3013694	1	2.4%
3010334	1	2.4%
3001240	1	2.4%
2997814	1	2.4%
2981984	1	2.4%
2973891	1	2.4%
2953436	1	2.4%

고등학교직원(남)
Real number (ℝ)

MISSING

Distinct	40
Distinct (%)	100.0%
Missing	2
Missing (%)	4.8%
Infinite	0
Infinite (%)	0.0%
Mean	2010620

Minimum	750180
Maximum	2454840
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	750180
5-th percentile	1751427.6
Q1	1919620.5
median	2033918.5
Q3	2136306.2
95-th percentile	2386686.4
Maximum	2454840
Range	1704660
Interquartile range (IQR)	216685.75

Descriptive statistics

Standard deviation	271793.9
Coefficient of variation (CV)	0.13517915
Kurtosis	11.272907
Mean	2010620
Median Absolute Deviation (MAD)	109356.5
Skewness	-2.4735769
Sum	80424800
Variance	7.3871923 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
2113400	1	2.4%
2085587	1	2.4%
2173790	1	2.4%
2028867	1	2.4%
2101188	1	2.4%
2104013	1	2.4%
2136871	1	2.4%
1843401	1	2.4%
1758941	1	2.4%
1982643	1	2.4%
Other values (30)	30	71.4%
(Missing)	2	4.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
750180	1	2.4%
1681823	1	2.4%
1755091	1	2.4%
1755584	1	2.4%
1758941	1	2.4%
1815330	1	2.4%
1834429	1	2.4%
1843401	1	2.4%
1875555	1	2.4%
1917780	1	2.4%

Value	Count	Frequency (%)
2454840	1	2.4%
2389468	1	2.4%
2386540	1	2.4%
2323125	1	2.4%
2257574	1	2.4%
2189718	1	2.4%
2176997	1	2.4%
2176979	1	2.4%
2173790	1	2.4%
2136871	1	2.4%

고등학교직원(여)
Real number (ℝ)

MISSING

Distinct	34
Distinct (%)	97.1%
Missing	7
Missing (%)	16.7%
Infinite	0
Infinite (%)	0.0%
Mean	2052561.2

Minimum	565880
Maximum	2736565
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	565880
5-th percentile	1547691
Q1	1981247.5
median	2096870
Q3	2231319
95-th percentile	2502747.2
Maximum	2736565
Range	2170685
Interquartile range (IQR)	250071.5

Descriptive statistics

Standard deviation	374292.75
Coefficient of variation (CV)	0.182354
Kurtosis	7.1715623
Mean	2052561.2
Median Absolute Deviation (MAD)	130939
Skewness	-2.0723213
Sum	71839641
Variance	1.4009506 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
1708230	2	4.8%
2113910	1	2.4%
1984073	1	2.4%
2363555	1	2.4%
2305085	1	2.4%
2200826	1	2.4%
2060042	1	2.4%
2266970	1	2.4%
1173100	1	2.4%
1996558	1	2.4%
Other values (24)	24	57.1%
(Missing)	7	16.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
565880	1	2.4%
1173100	1	2.4%
1708230	2	4.8%
1784610	1	2.4%
1797087	1	2.4%
1881785	1	2.4%
1968286	1	2.4%
1978422	1	2.4%
1984073	1	2.4%
1996558	1	2.4%

Value	Count	Frequency (%)
2736565	1	2.4%
2503555	1	2.4%
2502401	1	2.4%
2363555	1	2.4%
2305085	1	2.4%
2287555	1	2.4%
2266970	1	2.4%
2252120	1	2.4%
2233424	1	2.4%
2229214	1	2.4%

전문대교원(남)
Real number (ℝ)

MISSING

Distinct	41
Distinct (%)	100.0%
Missing	1
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	2939219.2

Minimum	594110
Maximum	3702862
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	594110
5-th percentile	1112535
Q1	2677142
median	3171521
Q3	3543796
95-th percentile	3655670
Maximum	3702862
Range	3108752
Interquartile range (IQR)	866654

Descriptive statistics

Standard deviation	806908.6
Coefficient of variation (CV)	0.27453161
Kurtosis	1.4583176
Mean	2939219.2
Median Absolute Deviation (MAD)	415055
Skewness	-1.4745041
Sum	1.2050799 × 10⁸
Variance	6.5110149 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
987052	1	2.4%
3655670	1	2.4%
3543343	1	2.4%
3617947	1	2.4%
3624936	1	2.4%
3702862	1	2.4%
3639037	1	2.4%
3586576	1	2.4%
3626417	1	2.4%
3700936	1	2.4%
Other values (31)	31	73.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
594110	1	2.4%
987052	1	2.4%
1112535	1	2.4%
1382294	1	2.4%
1699412	1	2.4%
1947485	1	2.4%
2157419	1	2.4%
2374539	1	2.4%
2481840	1	2.4%
2622563	1	2.4%

Value	Count	Frequency (%)
3702862	1	2.4%
3700936	1	2.4%
3655670	1	2.4%
3639037	1	2.4%
3626417	1	2.4%
3624936	1	2.4%
3617947	1	2.4%
3596333	1	2.4%
3586576	1	2.4%
3578894	1	2.4%

전문대교원(여)
Real number (ℝ)

MISSING

Distinct	39
Distinct (%)	100.0%
Missing	3
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%
Mean	2876442.7

Minimum	799855
Maximum	3706077
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	799855
5-th percentile	927538.5
Q1	2517713
median	3186210
Q3	3395755
95-th percentile	3600105.8
Maximum	3706077
Range	2906222
Interquartile range (IQR)	878042

Descriptive statistics

Standard deviation	771175.41
Coefficient of variation (CV)	0.26810039
Kurtosis	1.6075643
Mean	2876442.7
Median Absolute Deviation (MAD)	285187
Skewness	-1.4860467
Sum	1.1218127 × 10⁸
Variance	5.9471152 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
799855	1	2.4%
3594940	1	2.4%
3706077	1	2.4%
3398127	1	2.4%
3463690	1	2.4%
3098297	1	2.4%
3518121	1	2.4%
3324205	1	2.4%
3393383	1	2.4%
3359040	1	2.4%
Other values (29)	29	69.0%
(Missing)	3	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
799855	1	2.4%
836130	1	2.4%
937695	1	2.4%
1725310	1	2.4%
1852143	1	2.4%
2211450	1	2.4%
2214823	1	2.4%
2345008	1	2.4%
2439250	1	2.4%
2499073	1	2.4%

Value	Count	Frequency (%)
3706077	1	2.4%
3646598	1	2.4%
3594940	1	2.4%
3518121	1	2.4%
3484721	1	2.4%
3471397	1	2.4%
3463690	1	2.4%
3443905	1	2.4%
3443368	1	2.4%
3398127	1	2.4%

전문대직원(남)
Real number (ℝ)

UNIQUE

Distinct	42
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2184193.6

Minimum	631970
Maximum	2920208
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	631970
5-th percentile	1534195.3
Q1	2083472
median	2316979
Q3	2381096.5
95-th percentile	2484752.1
Maximum	2920208
Range	2288238
Interquartile range (IQR)	297624.5

Descriptive statistics

Standard deviation	416410.97
Coefficient of variation (CV)	0.19064746
Kurtosis	6.524086
Mean	2184193.6
Median Absolute Deviation (MAD)	114674.5
Skewness	-2.2560489
Sum	91736131
Variance	1.7339809 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
774527	1	2.4%
2209322	1	2.4%
2344300	1	2.4%
2381697	1	2.4%
2379295	1	2.4%
2479054	1	2.4%
2280800	1	2.4%
1952947	1	2.4%
2037858	1	2.4%
2219505	1	2.4%
Other values (32)	32	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
631970	1	2.4%
774527	1	2.4%
1520580	1	2.4%
1792886	1	2.4%
1797100	1	2.4%
1822586	1	2.4%
1926940	1	2.4%
1952947	1	2.4%
2018190	1	2.4%
2037858	1	2.4%

Value	Count	Frequency (%)
2920208	1	2.4%
2574602	1	2.4%
2485052	1	2.4%
2479054	1	2.4%
2477780	1	2.4%
2447075	1	2.4%
2441802	1	2.4%
2440577	1	2.4%
2412303	1	2.4%
2391243	1	2.4%

전문대직원(여)
Real number (ℝ)

MISSING

Distinct	31
Distinct (%)	100.0%
Missing	11
Missing (%)	26.2%
Infinite	0
Infinite (%)	0.0%
Mean	1913491.6

Minimum	833176
Maximum	2895715
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	833176
5-th percentile	999887.5
Q1	1681998
median	1925245
Q3	2273084.5
95-th percentile	2542315
Maximum	2895715
Range	2062539
Interquartile range (IQR)	591086.5

Descriptive statistics

Standard deviation	502220.39
Coefficient of variation (CV)	0.26246281
Kurtosis	-0.11660358
Mean	1913491.6
Median Absolute Deviation (MAD)	327620
Skewness	-0.46794237
Sum	59318241
Variance	2.5222532 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
2420600	1	2.4%
2285910	1	2.4%
2252865	1	2.4%
1691910	1	2.4%
1911550	1	2.4%
1187175	1	2.4%
1672086	1	2.4%
1848300	1	2.4%
853450	1	2.4%
1598546	1	2.4%
Other values (21)	21	50.0%
(Missing)	11	26.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
833176	1	2.4%
853450	1	2.4%
1146325	1	2.4%
1187175	1	2.4%
1282776	1	2.4%
1437403	1	2.4%
1598546	1	2.4%
1672086	1	2.4%
1691910	1	2.4%
1695903	1	2.4%

Value	Count	Frequency (%)
2895715	1	2.4%
2653896	1	2.4%
2430734	1	2.4%
2420600	1	2.4%
2387762	1	2.4%
2313146	1	2.4%
2285910	1	2.4%
2278277	1	2.4%
2267892	1	2.4%
2252865	1	2.4%

대학교교원(남)
Real number (ℝ)

UNIQUE

Distinct	42
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2923893.3

Minimum	701060
Maximum	3757906
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	701060
5-th percentile	911824.5
Q1	2324793.8
median	3433575
Q3	3630773.5
95-th percentile	3721415.5
Maximum	3757906
Range	3056846
Interquartile range (IQR)	1305979.8

Descriptive statistics

Standard deviation	964173.19
Coefficient of variation (CV)	0.32975663
Kurtosis	-0.066094756
Mean	2923893.3
Median Absolute Deviation (MAD)	257423.5
Skewness	-1.1191807
Sum	1.2280352 × 10⁸
Variance	9.2962994 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
701060	1	2.4%
3757906	1	2.4%
3586151	1	2.4%
3587687	1	2.4%
3604798	1	2.4%
3656626	1	2.4%
3624474	1	2.4%
3607567	1	2.4%
3659284	1	2.4%
3713136	1	2.4%
Other values (32)	32	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
701060	1	2.4%
729730	1	2.4%
904020	1	2.4%
1060110	1	2.4%
1339967	1	2.4%
1455071	1	2.4%
1773091	1	2.4%
1949555	1	2.4%
2080445	1	2.4%
2175832	1	2.4%

Value	Count	Frequency (%)
3757906	1	2.4%
3750399	1	2.4%
3721640	1	2.4%
3717150	1	2.4%
3713136	1	2.4%
3668861	1	2.4%
3659284	1	2.4%
3656626	1	2.4%
3651788	1	2.4%
3639920	1	2.4%

대학교교원(여)
Real number (ℝ)

UNIQUE

Distinct	42
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2735266.2

Minimum	501257
Maximum	3709573
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	501257
5-th percentile	670731.5
Q1	2200032.5
median	3247894.5
Q3	3494950
95-th percentile	3590417
Maximum	3709573
Range	3208316
Interquartile range (IQR)	1294917.5

Descriptive statistics

Standard deviation	999092.1
Coefficient of variation (CV)	0.36526321
Kurtosis	-0.18352786
Mean	2735266.2
Median Absolute Deviation (MAD)	319316
Skewness	-1.0772367
Sum	1.1488118 × 10⁸
Variance	9.9818503 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
501257	1	2.4%
3590495	1	2.4%
3481560	1	2.4%
3466353	1	2.4%
3484048	1	2.4%
3528919	1	2.4%
3499202	1	2.4%
3590721	1	2.4%
3545485	1	2.4%
3498584	1	2.4%
Other values (32)	32	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
501257	1	2.4%
547660	1	2.4%
667750	1	2.4%
727380	1	2.4%
1123660	1	2.4%
1228410	1	2.4%
1495450	1	2.4%
1519800	1	2.4%
1838994	1	2.4%
1910628	1	2.4%

Value	Count	Frequency (%)
3709573	1	2.4%
3590721	1	2.4%
3590495	1	2.4%
3588936	1	2.4%
3545485	1	2.4%
3540238	1	2.4%
3539368	1	2.4%
3528919	1	2.4%
3518403	1	2.4%
3499202	1	2.4%

대학교직원(남)
Real number (ℝ)

UNIQUE

Distinct	42
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2408878.8

Minimum	943891
Maximum	2784719
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	943891
5-th percentile	1592532.9
Q1	2290067.2
median	2516459
Q3	2665496
95-th percentile	2768884.9
Maximum	2784719
Range	1840828
Interquartile range (IQR)	375428.75

Descriptive statistics

Standard deviation	397472.91
Coefficient of variation (CV)	0.16500328
Kurtosis	5.3551468
Mean	2408878.8
Median Absolute Deviation (MAD)	160315.5
Skewness	-2.1932078
Sum	1.0117291 × 10⁸
Variance	1.5798472 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
943891	1	2.4%
2281748	1	2.4%
2489677	1	2.4%
2540955	1	2.4%
2514292	1	2.4%
2596978	1	2.4%
2607215	1	2.4%
2438748	1	2.4%
2369455	1	2.4%
2258618	1	2.4%
Other values (32)	32	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
943891	1	2.4%
1187550	1	2.4%
1581826	1	2.4%
1795965	1	2.4%
2127121	1	2.4%
2153437	1	2.4%
2231117	1	2.4%
2241165	1	2.4%
2258618	1	2.4%
2277791	1	2.4%

Value	Count	Frequency (%)
2784719	1	2.4%
2771658	1	2.4%
2769357	1	2.4%
2759914	1	2.4%
2739186	1	2.4%
2720748	1	2.4%
2712713	1	2.4%
2710767	1	2.4%
2675638	1	2.4%
2670525	1	2.4%

대학교직원(여)
Real number (ℝ)

MISSING

Distinct	41
Distinct (%)	100.0%
Missing	1
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	2243674

Minimum	998044
Maximum	2706197
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	998044
5-th percentile	1939991
Q1	2147003
median	2260097
Q3	2403055
95-th percentile	2640238
Maximum	2706197
Range	1708153
Interquartile range (IQR)	256052

Descriptive statistics

Standard deviation	289242.45
Coefficient of variation (CV)	0.12891465
Kurtosis	7.6165902
Mean	2243674
Median Absolute Deviation (MAD)	134632
Skewness	-1.8316865
Sum	91990634
Variance	8.3661194 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
998044	1	2.4%
2147003	1	2.4%
2226107	1	2.4%
2168264	1	2.4%
1952211	1	2.4%
1939991	1	2.4%
2105443	1	2.4%
1983559	1	2.4%
1911115	1	2.4%
2206975	1	2.4%
Other values (31)	31	73.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
998044	1	2.4%
1911115	1	2.4%
1939991	1	2.4%
1947238	1	2.4%
1952211	1	2.4%
1983559	1	2.4%
2000585	1	2.4%
2010540	1	2.4%
2105443	1	2.4%
2136374	1	2.4%

Value	Count	Frequency (%)
2706197	1	2.4%
2697395	1	2.4%
2640238	1	2.4%
2626903	1	2.4%
2582594	1	2.4%
2513002	1	2.4%
2461199	1	2.4%
2436487	1	2.4%
2434468	1	2.4%
2417493	1	2.4%

특수학교교원(남)
Real number (ℝ)

MISSING

Distinct	33
Distinct (%)	100.0%
Missing	9
Missing (%)	21.4%
Infinite	0
Infinite (%)	0.0%
Mean	2951714.3

Minimum	2245233
Maximum	3410938
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	2245233
5-th percentile	2305013
Q1	2808931
median	3060325
Q3	3198442
95-th percentile	3317991.2
Maximum	3410938
Range	1165705
Interquartile range (IQR)	389511

Descriptive statistics

Standard deviation	343504.41
Coefficient of variation (CV)	0.11637454
Kurtosis	-0.35496611
Mean	2951714.3
Median Absolute Deviation (MAD)	182725
Skewness	-0.88330029
Sum	97406572
Variance	1.1799528 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
2476226	1	2.4%
3173999	1	2.4%
3092885	1	2.4%
2906985	1	2.4%
2877600	1	2.4%
3127025	1	2.4%
3410938	1	2.4%
2345380	1	2.4%
2808931	1	2.4%
2649280	1	2.4%
Other values (23)	23	54.8%
(Missing)	9	21.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2245233	1	2.4%
2301260	1	2.4%
2307515	1	2.4%
2332440	1	2.4%
2345380	1	2.4%
2476226	1	2.4%
2649280	1	2.4%
2804906	1	2.4%
2808931	1	2.4%
2865385	1	2.4%

Value	Count	Frequency (%)
3410938	1	2.4%
3336548	1	2.4%
3305620	1	2.4%
3293188	1	2.4%
3286478	1	2.4%
3273320	1	2.4%
3235704	1	2.4%
3202199	1	2.4%
3198442	1	2.4%
3194898	1	2.4%

특수학교교원(여)
Real number (ℝ)

MISSING

Distinct	34
Distinct (%)	100.0%
Missing	8
Missing (%)	19.0%
Infinite	0
Infinite (%)	0.0%
Mean	2777075

Minimum	1940460
Maximum	3403180
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	1940460
5-th percentile	1963840.2
Q1	2708768
median	2835763.5
Q3	3020714.8
95-th percentile	3216153.6
Maximum	3403180
Range	1462720
Interquartile range (IQR)	311946.75

Descriptive statistics

Standard deviation	372684.68
Coefficient of variation (CV)	0.13420044
Kurtosis	0.41979572
Mean	2777075
Median Absolute Deviation (MAD)	178172
Skewness	-0.88433755
Sum	94420549
Variance	1.3889387 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
1943830	1	2.4%
2887832	1	2.4%
3051854	1	2.4%
2609377	1	2.4%
3109026	1	2.4%
2708060	1	2.4%
1974615	1	2.4%
2402430	1	2.4%
3102950	1	2.4%
3355760	1	2.4%
Other values (24)	24	57.1%
(Missing)	8	19.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1940460	1	2.4%
1943830	1	2.4%
1974615	1	2.4%
2145350	1	2.4%
2332440	1	2.4%
2402430	1	2.4%
2414500	1	2.4%
2609377	1	2.4%
2708060	1	2.4%
2710892	1	2.4%

Value	Count	Frequency (%)
3403180	1	2.4%
3355760	1	2.4%
3140981	1	2.4%
3110999	1	2.4%
3109026	1	2.4%
3103756	1	2.4%
3102950	1	2.4%
3051854	1	2.4%
3027494	1	2.4%
3000377	1	2.4%

특수학교직원(남)
Real number (ℝ)

MISSING

Distinct	27
Distinct (%)	100.0%
Missing	15
Missing (%)	35.7%
Infinite	0
Infinite (%)	0.0%
Mean	1624127.3

Minimum	374710
Maximum	2959390
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	374710
5-th percentile	783173
Q1	1372175
median	1598535
Q3	1818325
95-th percentile	2415187
Maximum	2959390
Range	2584680
Interquartile range (IQR)	446150

Descriptive statistics

Standard deviation	501640.79
Coefficient of variation (CV)	0.30886791
Kurtosis	2.4280297
Mean	1624127.3
Median Absolute Deviation (MAD)	234685
Skewness	0.070427411
Sum	43851436
Variance	2.5164348 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
596300	1	2.4%
1363850	1	2.4%
1791140	1	2.4%
1219210	1	2.4%
1645630	1	2.4%
2531350	1	2.4%
1380500	1	2.4%
1353255	1	2.4%
1361930	1	2.4%
1344767	1	2.4%
Other values (17)	17	40.5%
(Missing)	15	35.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
374710	1	2.4%
596300	1	2.4%
1219210	1	2.4%
1344767	1	2.4%
1353255	1	2.4%
1361930	1	2.4%
1363850	1	2.4%
1380500	1	2.4%
1429442	1	2.4%
1488450	1	2.4%

Value	Count	Frequency (%)
2959390	1	2.4%
2531350	1	2.4%
2144140	1	2.4%
2059069	1	2.4%
1953032	1	2.4%
1848032	1	2.4%
1837916	1	2.4%
1798734	1	2.4%
1791140	1	2.4%
1749466	1	2.4%

특수학교직원(여)
Real number (ℝ)

MISSING

Distinct	18
Distinct (%)	100.0%
Missing	24
Missing (%)	57.1%
Infinite	0
Infinite (%)	0.0%
Mean	1437829.7

Minimum	529810
Maximum	2217220
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	529810
5-th percentile	834363.3
Q1	1181325
median	1363095
Q3	1603545
95-th percentile	2185434.2
Maximum	2217220
Range	1687410
Interquartile range (IQR)	422220

Descriptive statistics

Standard deviation	452148.96
Coefficient of variation (CV)	0.31446628
Kurtosis	-0.099182549
Mean	1437829.7
Median Absolute Deviation (MAD)	223275.5
Skewness	0.16453881
Sum	25880935
Variance	2.0443868 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1222000	1	2.4%
1568610	1	2.4%
1218360	1	2.4%
1168980	1	2.4%
1379130	1	2.4%
1019030	1	2.4%
1123670	1	2.4%
888108	1	2.4%
529810	1	2.4%
2217220	1	2.4%
Other values (8)	8	19.0%
(Missing)	24	57.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
529810	1	2.4%
888108	1	2.4%
1019030	1	2.4%
1123670	1	2.4%
1168980	1	2.4%
1218360	1	2.4%
1222000	1	2.4%
1313548	1	2.4%
1347060	1	2.4%
1379130	1	2.4%

Value	Count	Frequency (%)
2217220	1	2.4%
2179825	1	2.4%
2129043	1	2.4%
1847000	1	2.4%
1614653	1	2.4%
1570221	1	2.4%
1568610	1	2.4%
1544667	1	2.4%
1379130	1	2.4%
1347060	1	2.4%

학교경영기관교원(남)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	42
Missing (%)	100.0%
Memory size	510.0 B

학교경영기관교원(여)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	42
Missing (%)	100.0%
Memory size	510.0 B

학교경영기관직원(남)
Real number (ℝ)

MISSING

Distinct	36
Distinct (%)	100.0%
Missing	6
Missing (%)	14.3%
Infinite	0
Infinite (%)	0.0%
Mean	2420202.8

Minimum	1247954
Maximum	3270140
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	1247954
5-th percentile	1595052.5
Q1	2256410.8
median	2477082
Q3	2676061.2
95-th percentile	2890015.2
Maximum	3270140
Range	2022186
Interquartile range (IQR)	419650.5

Descriptive statistics

Standard deviation	404303.78
Coefficient of variation (CV)	0.16705367
Kurtosis	2.0661718
Mean	2420202.8
Median Absolute Deviation (MAD)	206114
Skewness	-1.0760543
Sum	87127302
Variance	1.6346154 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
2690308	1	2.4%
2567761	1	2.4%
2490254	1	2.4%
2732292	1	2.4%
2196198	1	2.4%
2329335	1	2.4%
2599985	1	2.4%
2675180	1	2.4%
2226212	1	2.4%
2691502	1	2.4%
Other values (26)	26	61.9%
(Missing)	6	14.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1247954	1	2.4%
1381040	1	2.4%
1666390	1	2.4%
1841860	1	2.4%
2146100	1	2.4%
2188035	1	2.4%
2196198	1	2.4%
2205363	1	2.4%
2226212	1	2.4%
2266477	1	2.4%

Value	Count	Frequency (%)
3270140	1	2.4%
2951042	1	2.4%
2869673	1	2.4%
2751561	1	2.4%
2740219	1	2.4%
2732292	1	2.4%
2691502	1	2.4%
2690308	1	2.4%
2678705	1	2.4%
2675180	1	2.4%

학교경영기관직원(여)
Real number (ℝ)

MISSING

Distinct	21
Distinct (%)	100.0%
Missing	21
Missing (%)	50.0%
Infinite	0
Infinite (%)	0.0%
Mean	2182619

Minimum	640520
Maximum	3836580
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	510.0 B

Quantile statistics

Minimum	640520
5-th percentile	1004480
Q1	1450150
median	2317650
Q3	2733725
95-th percentile	3388420
Maximum	3836580
Range	3196060
Interquartile range (IQR)	1283575

Descriptive statistics

Standard deviation	859690.92
Coefficient of variation (CV)	0.39388044
Kurtosis	-0.72810881
Mean	2182619
Median Absolute Deviation (MAD)	753695
Skewness	0.052113874
Sum	45834998
Variance	7.3906848 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
3071345	1	2.4%
3836580	1	2.4%
1450150	1	2.4%
2561360	1	2.4%
1855460	1	2.4%
2354600	1	2.4%
2429335	1	2.4%
2123870	1	2.4%
3388420	1	2.4%
1004480	1	2.4%
Other values (11)	11	26.2%
(Missing)	21	50.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
640520	1	2.4%
1004480	1	2.4%
1144540	1	2.4%
1190080	1	2.4%
1449415	1	2.4%
1450150	1	2.4%
1603413	1	2.4%
1855460	1	2.4%
2046350	1	2.4%
2123870	1	2.4%

Value	Count	Frequency (%)
3836580	1	2.4%
3388420	1	2.4%
3192860	1	2.4%
3094350	1	2.4%
3071345	1	2.4%
2733725	1	2.4%
2561360	1	2.4%
2429335	1	2.4%
2354600	1	2.4%
2346495	1	2.4%

First rows
Last rows

	연령구분	전체평균	교원평균(남)	교원평균(여)	직원평균(남)	직원평균(여)	유치원교원(남)	유치원교원(여)	유치원직원(남)	유치원직원(여)	초등학교교원(남)	초등학교교원(여)	초등학교직원(남)	초등학교직원(여)	중학교교원(남)	중학교교원(여)	중학교직원(남)	중학교직원(여)	고등학교교원(남)	고등학교교원(여)	고등학교직원(남)	고등학교직원(여)	전문대교원(남)	전문대교원(여)	전문대직원(남)	전문대직원(여)	대학교교원(남)	대학교교원(여)	대학교직원(남)	대학교직원(여)	특수학교교원(남)	특수학교교원(여)	특수학교직원(남)	특수학교직원(여)	학교경영기관교원(남)	학교경영기관교원(여)	학교경영기관직원(남)	학교경영기관직원(여)
0	50세 미만	856920	813947	722560	786540	976208	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	745240	<NA>	<NA>	<NA>	<NA>	851520	798385	750180	2096870	987052	937695	774527	833176	701060	501257	943891	998044	<NA>	<NA>	374710	529810	<NA>	<NA>	<NA>	<NA>
1	51세 미만	1768370	684523	775696	909760	2335998	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2252120	594110	799855	631970	<NA>	729730	727380	1187550	2352917	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2317650
2	52세 미만	2045853	904020	691895	1920813	2231215	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2515870	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1978422	<NA>	836130	2357780	2420600	904020	547660	1795965	2255236	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
3	53세 미만	1997069	1315831	1569682	1502628	2312254	<NA>	<NA>	<NA>	1961920	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1021350	<NA>	<NA>	1870326	2386540	2091060	1699412	<NA>	1520580	1437403	1060110	667750	1581826	2394729	<NA>	<NA>	596300	<NA>	<NA>	<NA>	<NA>	<NA>
4	54세 미만	2280443	1621612	2284618	2195209	2381137	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2775810	2280730	2520660	1921630	1704400	2569744	1928890	2736565	1947485	1852143	2364563	2150055	1339967	1228410	2127121	2417493	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1666390	<NA>
5	55세 미만	2423062	2500387	2556478	2273766	2409842	<NA>	1617760	<NA>	<NA>	<NA>	3037070	<NA>	<NA>	2893486	2802615	<NA>	2288325	2775403	2568103	2454840	2229214	1112535	2211450	2195287	1968831	2080445	1495450	2277791	2434468	<NA>	2741516	<NA>	2217220	<NA>	<NA>	<NA>	3071345
6	56세 미만	2407593	2386164	2564334	2268401	2378735	<NA>	879440	<NA>	<NA>	<NA>	3053465	<NA>	<NA>	2594140	2614308	2505640	2160515	2820808	2657868	1920234	2144635	1382294	2214823	2216196	2110670	1455071	1123660	2315025	2403055	<NA>	2793306	2959390	<NA>	<NA>	<NA>	1841860	3192860
7	57세 미만	2565340	2507108	2741160	2557724	2473351	<NA>	482170	1693990	2887520	<NA>	2500546	2436060	2102430	2765275	2851607	2166732	1614043	2656156	2765696	2017637	2163106	2157419	1725310	2485052	2236400	1773091	1838994	2647608	2513002	2307515	3110999	<NA>	<NA>	<NA>	<NA>	2146100	2046350
8	58세 미만	2644972	2628272	2776058	2600674	2563286	437080	1534498	<NA>	1158570	2964030	3111083	<NA>	<NA>	2575259	2783078	2226460	1919430	2792681	2833024	1875555	2287555	2374539	2439250	2261355	2895715	1949555	1519800	2759914	2582594	2808931	2976226	2144140	2179825	<NA>	<NA>	<NA>	<NA>
9	59세 미만	2740577	2850334	2818789	2608591	2578031	<NA>	1238011	461056	<NA>	3465020	2705998	<NA>	<NA>	2959856	2851906	2343842	1919121	2940318	2870729	1960863	2227809	2481840	2616955	2574602	2267892	2304705	2222756	2720748	2626903	3198442	3027494	<NA>	1847000	<NA>	<NA>	2399938	1190080

	연령구분	전체평균	교원평균(남)	교원평균(여)	직원평균(남)	직원평균(여)	유치원교원(남)	유치원교원(여)	유치원직원(남)	유치원직원(여)	초등학교교원(남)	초등학교교원(여)	초등학교직원(남)	초등학교직원(여)	중학교교원(남)	중학교교원(여)	중학교직원(남)	중학교직원(여)	고등학교교원(남)	고등학교교원(여)	고등학교직원(남)	고등학교직원(여)	전문대교원(남)	전문대교원(여)	전문대직원(남)	전문대직원(여)	대학교교원(남)	대학교교원(여)	대학교직원(남)	대학교직원(여)	특수학교교원(남)	특수학교교원(여)	특수학교직원(남)	특수학교직원(여)	학교경영기관교원(남)	학교경영기관교원(여)	학교경영기관직원(남)	학교경영기관직원(여)
32	82세 미만	3021596	3262582	2982766	2112204	2333079	1343873	2531125	1411670	<NA>	3606067	2508180	1869567	1561340	2955945	2648384	1653275	1117420	2948112	2213105	1758941	2009575	3655670	3063419	2209322	<NA>	3757906	3590495	2281748	2378315	2476226	1943830	1219210	<NA>	<NA>	<NA>	2599985	3836580
33	83세 미만	3007670	3183482	2950813	2253472	2183882	<NA>	2473725	<NA>	<NA>	3107499	2839570	1857910	2455140	2768627	2398630	1450933	<NA>	2829419	2625714	1982643	<NA>	3578894	3443368	2306660	<NA>	3750399	3539368	2409106	2167926	2345380	2402430	1791140	<NA>	<NA>	<NA>	2675180	<NA>
34	84세 미만	2953338	3130012	2965232	2175023	2246703	2001700	2441830	<NA>	<NA>	3078251	2075966	1186370	<NA>	2683986	2578520	1578889	1681120	2762075	2212765	1834429	<NA>	3525856	3646598	2103803	<NA>	3721640	3402951	2422256	2290210	2649280	3355760	<NA>	<NA>	<NA>	<NA>	2226212	<NA>
35	85세 미만	2909243	3063398	2980826	2169377	1906572	719120	<NA>	<NA>	<NA>	3172202	2766038	1510755	<NA>	2597437	2412943	2247667	1581240	2691721	2262636	1973705	<NA>	3543796	3262194	2076695	<NA>	3639920	3272402	2231117	1947238	2804906	2715520	<NA>	<NA>	<NA>	<NA>	2691502	<NA>
36	86세 미만	2897859	3023064	2961324	2179459	2151328	2449340	3592800	<NA>	<NA>	2806671	2238902	<NA>	<NA>	2593527	2633405	1593903	<NA>	2648306	2512514	1681823	<NA>	3277564	2536353	2018190	2285910	3717150	3451913	2355007	2136374	2301260	3403180	1363850	<NA>	<NA>	<NA>	2291000	<NA>
37	87세 미만	2884223	3012657	2885248	2284320	1946223	<NA>	2294870	<NA>	<NA>	3011807	<NA>	<NA>	<NA>	2609129	2595435	1614365	1511330	2600690	2536360	1755091	<NA>	3171521	3387370	2920208	<NA>	3651788	3389666	2378140	2000585	2245233	2145350	<NA>	<NA>	<NA>	<NA>	2661637	<NA>
38	88세 미만	2747578	2867695	2854214	2061718	2697395	2611870	<NA>	<NA>	<NA>	2768477	2348045	<NA>	<NA>	2459375	2522156	1565388	<NA>	2609222	2568101	1815330	<NA>	3411083	3336440	1792886	<NA>	3360693	3051179	2241165	2697395	<NA>	2332440	<NA>	<NA>	<NA>	<NA>	2188035	<NA>
39	89세 미만	2801258	2899895	2814686	2069718	1708230	<NA>	<NA>	<NA>	<NA>	2946795	2530533	<NA>	<NA>	2672174	2633955	1649965	<NA>	2612649	2621378	1755584	1708230	2916695	<NA>	1926940	<NA>	3373316	3106866	2153437	<NA>	2332440	1940460	<NA>	<NA>	<NA>	<NA>	3270140	<NA>
40	90세 미만	2634531	2716792	2658499	2307873	2010540	<NA>	2027330	<NA>	<NA>	2661945	2363645	2405370	<NA>	2421303	1911825	2105715	<NA>	2470051	3013966	1917780	<NA>	2701214	<NA>	1797100	<NA>	3200740	2795818	2518626	2010540	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2463910	<NA>
41	90세 이상	2761758	2861958	2704565	2283659	2127131	<NA>	2958800	<NA>	<NA>	2337661	<NA>	<NA>	<NA>	2478496	2407308	1806279	<NA>	2562418	2172706	2055053	1784610	3000047	3161170	1822586	<NA>	3333027	2866871	2584875	2176062	2945650	<NA>	<NA>	<NA>	<NA>	<NA>	2395745	<NA>

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Space Separator

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Sample