Overview

Dataset statistics

Number of variables29
Number of observations463
Missing cells567
Missing cells (%)4.2%
Duplicate rows1
Duplicate rows (%)0.2%
Total size in memory118.1 KiB
Average record size in memory261.3 B

Variable types

Numeric28
Unsupported1

Dataset

Description대학도서관 통계조사 결과로 이용 전자(6-7)항목에 해당하는 내용입니다. 전국 대학도서관의 개관시관, 봉사대상자수, 대출건수, 상호대차(원문복사) 신청 및 제공건 수, 이용자 수 등 데이터를 포함하고 있습니다.
Author한국교육학술정보원
URLhttps://www.data.go.kr/data/15071963/fileData.do

Alerts

Dataset has 1 (0.2%) duplicate rowsDuplicates
7-3_홈페이지 접속건수 has 463 (100.0%) missing valuesMissing
7-3_홈페이지 접속건수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
6-1_개관시간_계 has 5 (1.1%) zerosZeros
6-2_봉사대상자수_계 has 10 (2.2%) zerosZeros
6-2_봉사대상자수_당해년도_계 has 10 (2.2%) zerosZeros
6-3-1_대출자수_계 has 9 (1.9%) zerosZeros
6-3-2_합계_합계 has 9 (1.9%) zerosZeros
6-4_상호대차_신청 has 211 (45.6%) zerosZeros
6-4_상호대차_제공 has 245 (52.9%) zerosZeros
6-4_원문복사_신청 has 151 (32.6%) zerosZeros
6-4_원문복사_제공 has 230 (49.7%) zerosZeros
6-4_참고서비스(면담)_제공 has 142 (30.7%) zerosZeros
6-4_참고서비스(온라인)_제공 has 176 (38.0%) zerosZeros
6-4_참고서비스(전화)_제공 has 140 (30.2%) zerosZeros
6-5_이용자 교육_직접교육_기타_교육 참가자 수 has 415 (89.6%) zerosZeros
6-5_이용자 교육_직접교육_기타_교육횟수 has 382 (82.5%) zerosZeros
6-5_이용자 교육_직접교육_대학원생_교육 참가자 수 has 382 (82.5%) zerosZeros
6-5_이용자 교육_직접교육_대학원생_교육횟수 has 361 (78.0%) zerosZeros
6-5_이용자 교육_직접교육_학부생_교육 참가자 수 has 361 (78.0%) zerosZeros
6-5_이용자 교육_직접교육_학부생_교육횟수 has 46 (9.9%) zerosZeros
7-1_MARC 데이터 구축_합계 has 371 (80.1%) zerosZeros
7-1_고서_계 has 265 (57.2%) zerosZeros
7-1_기사색인_계 has 46 (9.9%) zerosZeros
7-1_단행본_계 has 97 (21.0%) zerosZeros
7-1_비도서_계 has 108 (23.3%) zerosZeros
7-1_연속간행물_계 has 408 (88.1%) zerosZeros
7-2_디지털콘텐츠(AOD_VOD)_합_계 has 207 (44.7%) zerosZeros
7-2_디지털콘텐츠(Text)_합_계 has 194 (41.9%) zerosZeros
7-2_디지털콘텐츠(계)_합_계 has 80 (17.3%) zerosZeros
7-3_OPAC 검색건수 has 40 (8.6%) zerosZeros

Reproduction

Analysis started2023-12-12 01:55:55.135487
Analysis finished2023-12-12 01:55:55.443063
Duration0.31 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

6-1_개관시간_계
Real number (ℝ)

ZEROS 

Distinct346
Distinct (%)75.4%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean2023.6057
Minimum0
Maximum6172
Zeros5
Zeros (%)1.1%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:55:55.526251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile636.5
Q11816.5
median2038
Q32241
95-th percentile3070
Maximum6172
Range6172
Interquartile range (IQR)424.5

Descriptive statistics

Standard deviation708.221
Coefficient of variation (CV)0.34997975
Kurtosis6.0752115
Mean2023.6057
Median Absolute Deviation (MAD)206
Skewness0.63712055
Sum928835
Variance501576.99
MonotonicityNot monotonic
2023-12-12T10:55:55.711425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2241 8
 
1.7%
1976 7
 
1.5%
2232 7
 
1.5%
1992 7
 
1.5%
1984 6
 
1.3%
2080 6
 
1.3%
2223 6
 
1.3%
0 5
 
1.1%
1936 5
 
1.1%
2196 5
 
1.1%
Other values (336) 397
85.7%
ValueCountFrequency (%)
0 5
1.1%
5 1
 
0.2%
9 1
 
0.2%
12 1
 
0.2%
200 1
 
0.2%
251 1
 
0.2%
260 1
 
0.2%
294 1
 
0.2%
330 1
 
0.2%
335 1
 
0.2%
ValueCountFrequency (%)
6172 1
0.2%
5664 1
0.2%
4790 1
0.2%
4696 1
0.2%
4344 1
0.2%
4310 1
0.2%
4128 1
0.2%
4084 1
0.2%
4000 1
0.2%
3781 1
0.2%

6-2_봉사대상자수_계
Real number (ℝ)

ZEROS 

Distinct442
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7173.8315
Minimum0
Maximum118953
Zeros10
Zeros (%)2.2%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:55:55.903905image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile88
Q1982
median3662
Q38125.5
95-th percentile29326.6
Maximum118953
Range118953
Interquartile range (IQR)7143.5

Descriptive statistics

Standard deviation11821.813
Coefficient of variation (CV)1.6479078
Kurtosis35.105366
Mean7173.8315
Median Absolute Deviation (MAD)3042
Skewness4.8057093
Sum3321484
Variance1.3975526 × 108
MonotonicityNot monotonic
2023-12-12T10:55:56.072155image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 10
 
2.2%
74 2
 
0.4%
88 2
 
0.4%
600 2
 
0.4%
552 2
 
0.4%
3363 2
 
0.4%
9523 2
 
0.4%
1031 2
 
0.4%
1892 2
 
0.4%
194 2
 
0.4%
Other values (432) 435
94.0%
ValueCountFrequency (%)
0 10
2.2%
3 1
 
0.2%
49 1
 
0.2%
58 1
 
0.2%
59 2
 
0.4%
63 1
 
0.2%
68 1
 
0.2%
74 2
 
0.4%
77 1
 
0.2%
80 1
 
0.2%
ValueCountFrequency (%)
118953 1
0.2%
117536 1
0.2%
59052 1
0.2%
54444 1
0.2%
50863 1
0.2%
49489 1
0.2%
44425 1
0.2%
42528 1
0.2%
41525 1
0.2%
40569 1
0.2%

6-2_봉사대상자수_당해년도_계
Real number (ℝ)

ZEROS 

Distinct440
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6944.635
Minimum0
Maximum119834
Zeros10
Zeros (%)2.2%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:55:56.254051image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile90.3
Q1974
median3501
Q37994.5
95-th percentile29484.6
Maximum119834
Range119834
Interquartile range (IQR)7020.5

Descriptive statistics

Standard deviation10894.943
Coefficient of variation (CV)1.5688288
Kurtosis29.045555
Mean6944.635
Median Absolute Deviation (MAD)2956
Skewness4.2210005
Sum3215366
Variance1.1869979 × 108
MonotonicityNot monotonic
2023-12-12T10:55:56.415188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 10
 
2.2%
3688 3
 
0.6%
953 2
 
0.4%
93 2
 
0.4%
56 2
 
0.4%
3285 2
 
0.4%
8409 2
 
0.4%
3530 2
 
0.4%
2243 2
 
0.4%
734 2
 
0.4%
Other values (430) 434
93.7%
ValueCountFrequency (%)
0 10
2.2%
4 1
 
0.2%
15 1
 
0.2%
34 1
 
0.2%
46 1
 
0.2%
56 2
 
0.4%
62 1
 
0.2%
69 1
 
0.2%
70 1
 
0.2%
73 1
 
0.2%
ValueCountFrequency (%)
119834 1
0.2%
60766 1
0.2%
56206 1
0.2%
53437 1
0.2%
53409 1
0.2%
52470 1
0.2%
44276 1
0.2%
43370 1
0.2%
42877 1
0.2%
41365 1
0.2%

6-3-1_대출자수_계
Real number (ℝ)

ZEROS 

Distinct382
Distinct (%)83.2%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean1398.7712
Minimum0
Maximum28822
Zeros9
Zeros (%)1.9%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:55:56.595707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile14.9
Q1124
median438
Q31410
95-th percentile5961.4
Maximum28822
Range28822
Interquartile range (IQR)1286

Descriptive statistics

Standard deviation2685.2452
Coefficient of variation (CV)1.9197172
Kurtosis30.484034
Mean1398.7712
Median Absolute Deviation (MAD)384
Skewness4.5534745
Sum642036
Variance7210541.8
MonotonicityNot monotonic
2023-12-12T10:55:56.769401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 9
 
1.9%
107 3
 
0.6%
38 3
 
0.6%
39 3
 
0.6%
5 3
 
0.6%
124 3
 
0.6%
83 3
 
0.6%
75 3
 
0.6%
8 3
 
0.6%
27 3
 
0.6%
Other values (372) 423
91.4%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 9
1.9%
1 1
 
0.2%
5 3
 
0.6%
6 1
 
0.2%
8 3
 
0.6%
9 1
 
0.2%
11 1
 
0.2%
12 2
 
0.4%
13 1
 
0.2%
14 1
 
0.2%
ValueCountFrequency (%)
28822 1
0.2%
17098 1
0.2%
14510 1
0.2%
13647 1
0.2%
13496 1
0.2%
12463 1
0.2%
12214 1
0.2%
11330 1
0.2%
11225 1
0.2%
10900 1
0.2%

6-3-2_합계_합계
Real number (ℝ)

ZEROS 

Distinct440
Distinct (%)95.9%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean22936.662
Minimum0
Maximum341534
Zeros9
Zeros (%)1.9%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:55:56.917310image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile39.4
Q11190.5
median6523
Q321124.5
95-th percentile114172
Maximum341534
Range341534
Interquartile range (IQR)19934

Descriptive statistics

Standard deviation45352.938
Coefficient of variation (CV)1.977312
Kurtosis19.251075
Mean22936.662
Median Absolute Deviation (MAD)6127
Skewness3.9357861
Sum10527928
Variance2.056889 × 109
MonotonicityNot monotonic
2023-12-12T10:55:57.082711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 9
 
1.9%
6639 2
 
0.4%
10677 2
 
0.4%
32 2
 
0.4%
921 2
 
0.4%
139 2
 
0.4%
668 2
 
0.4%
127 2
 
0.4%
46 2
 
0.4%
27 2
 
0.4%
Other values (430) 432
93.3%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 9
1.9%
1 1
 
0.2%
5 1
 
0.2%
10 1
 
0.2%
14 1
 
0.2%
15 2
 
0.4%
22 1
 
0.2%
27 2
 
0.4%
30 2
 
0.4%
32 2
 
0.4%
ValueCountFrequency (%)
341534 1
0.2%
341101 1
0.2%
323606 1
0.2%
280083 1
0.2%
250452 1
0.2%
221038 1
0.2%
198496 1
0.2%
178050 1
0.2%
172578 1
0.2%
167184 1
0.2%

6-4_상호대차_신청
Real number (ℝ)

ZEROS 

Distinct127
Distinct (%)27.7%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean96.989107
Minimum0
Maximum4877
Zeros211
Zeros (%)45.6%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:55:57.271333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q335
95-th percentile308.4
Maximum4877
Range4877
Interquartile range (IQR)35

Descriptive statistics

Standard deviation417.32073
Coefficient of variation (CV)4.3027588
Kurtosis71.656461
Mean96.989107
Median Absolute Deviation (MAD)2
Skewness7.951005
Sum44518
Variance174156.59
MonotonicityNot monotonic
2023-12-12T10:55:57.755593image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 211
45.6%
1 13
 
2.8%
6 12
 
2.6%
5 9
 
1.9%
8 7
 
1.5%
11 7
 
1.5%
4 7
 
1.5%
2 6
 
1.3%
19 5
 
1.1%
3 5
 
1.1%
Other values (117) 177
38.2%
ValueCountFrequency (%)
0 211
45.6%
1 13
 
2.8%
2 6
 
1.3%
3 5
 
1.1%
4 7
 
1.5%
5 9
 
1.9%
6 12
 
2.6%
7 4
 
0.9%
8 7
 
1.5%
9 3
 
0.6%
ValueCountFrequency (%)
4877 1
0.2%
4154 1
0.2%
3224 1
0.2%
2738 1
0.2%
2636 1
0.2%
2556 1
0.2%
1513 1
0.2%
1340 1
0.2%
1133 1
0.2%
773 1
0.2%

6-4_상호대차_제공
Real number (ℝ)

ZEROS 

Distinct144
Distinct (%)31.4%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean126.98911
Minimum0
Maximum7725
Zeros245
Zeros (%)52.9%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:55:57.935067image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q347
95-th percentile475.4
Maximum7725
Range7725
Interquartile range (IQR)47

Descriptive statistics

Standard deviation601.97466
Coefficient of variation (CV)4.7403645
Kurtosis102.35184
Mean126.98911
Median Absolute Deviation (MAD)0
Skewness9.5318838
Sum58288
Variance362373.49
MonotonicityNot monotonic
2023-12-12T10:55:58.200924image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 245
52.9%
1 18
 
3.9%
11 8
 
1.7%
3 5
 
1.1%
5 4
 
0.9%
15 4
 
0.9%
9 4
 
0.9%
10 4
 
0.9%
4 4
 
0.9%
62 4
 
0.9%
Other values (134) 159
34.3%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 245
52.9%
1 18
 
3.9%
2 2
 
0.4%
3 5
 
1.1%
4 4
 
0.9%
5 4
 
0.9%
6 3
 
0.6%
7 2
 
0.4%
8 2
 
0.4%
9 4
 
0.9%
ValueCountFrequency (%)
7725 1
0.2%
6255 1
0.2%
6241 1
0.2%
2861 1
0.2%
2516 1
0.2%
2169 1
0.2%
1310 1
0.2%
1297 1
0.2%
1258 1
0.2%
1116 1
0.2%

6-4_원문복사_신청
Real number (ℝ)

ZEROS 

Distinct176
Distinct (%)38.3%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean174.76906
Minimum0
Maximum4990
Zeros151
Zeros (%)32.6%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:55:58.388000image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median10
Q3111.5
95-th percentile943.5
Maximum4990
Range4990
Interquartile range (IQR)111.5

Descriptive statistics

Standard deviation514.03793
Coefficient of variation (CV)2.941241
Kurtosis38.181047
Mean174.76906
Median Absolute Deviation (MAD)10
Skewness5.599204
Sum80219
Variance264234.99
MonotonicityNot monotonic
2023-12-12T10:55:58.602021image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 151
32.6%
1 17
 
3.7%
2 12
 
2.6%
7 10
 
2.2%
5 9
 
1.9%
4 9
 
1.9%
8 7
 
1.5%
13 5
 
1.1%
12 5
 
1.1%
9 5
 
1.1%
Other values (166) 229
49.5%
ValueCountFrequency (%)
0 151
32.6%
1 17
 
3.7%
2 12
 
2.6%
3 5
 
1.1%
4 9
 
1.9%
5 9
 
1.9%
6 4
 
0.9%
7 10
 
2.2%
8 7
 
1.5%
9 5
 
1.1%
ValueCountFrequency (%)
4990 1
0.2%
4399 1
0.2%
4045 1
0.2%
2771 1
0.2%
2727 1
0.2%
2660 1
0.2%
2635 1
0.2%
2080 1
0.2%
1967 1
0.2%
1905 1
0.2%

6-4_원문복사_제공
Real number (ℝ)

ZEROS 

Distinct122
Distinct (%)26.6%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean207.77996
Minimum0
Maximum11616
Zeros230
Zeros (%)49.7%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:55:58.825939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q328
95-th percentile477.3
Maximum11616
Range11616
Interquartile range (IQR)28

Descriptive statistics

Standard deviation1081.0711
Coefficient of variation (CV)5.2029614
Kurtosis65.385682
Mean207.77996
Median Absolute Deviation (MAD)0
Skewness7.7275228
Sum95371
Variance1168714.7
MonotonicityNot monotonic
2023-12-12T10:55:59.031786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 230
49.7%
1 24
 
5.2%
2 10
 
2.2%
3 8
 
1.7%
7 6
 
1.3%
12 6
 
1.3%
14 6
 
1.3%
4 6
 
1.3%
13 5
 
1.1%
5 5
 
1.1%
Other values (112) 153
33.0%
ValueCountFrequency (%)
0 230
49.7%
1 24
 
5.2%
2 10
 
2.2%
3 8
 
1.7%
4 6
 
1.3%
5 5
 
1.1%
6 3
 
0.6%
7 6
 
1.3%
8 3
 
0.6%
9 1
 
0.2%
ValueCountFrequency (%)
11616 1
0.2%
10825 1
0.2%
9060 1
0.2%
7147 1
0.2%
6533 1
0.2%
6414 1
0.2%
5328 1
0.2%
3993 1
0.2%
3092 1
0.2%
2781 1
0.2%

6-4_참고서비스(면담)_제공
Real number (ℝ)

ZEROS 

Distinct222
Distinct (%)48.4%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean1077.6492
Minimum0
Maximum43332
Zeros142
Zeros (%)30.7%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:55:59.237943image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median36
Q3355
95-th percentile4375
Maximum43332
Range43332
Interquartile range (IQR)355

Descriptive statistics

Standard deviation4083.734
Coefficient of variation (CV)3.7894835
Kurtosis53.448923
Mean1077.6492
Median Absolute Deviation (MAD)36
Skewness6.759358
Sum494641
Variance16676883
MonotonicityNot monotonic
2023-12-12T10:55:59.438689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 142
30.7%
2 9
 
1.9%
8 8
 
1.7%
20 7
 
1.5%
6 7
 
1.5%
15 6
 
1.3%
3 6
 
1.3%
10 6
 
1.3%
50 5
 
1.1%
45 5
 
1.1%
Other values (212) 258
55.7%
ValueCountFrequency (%)
0 142
30.7%
1 3
 
0.6%
2 9
 
1.9%
3 6
 
1.3%
4 4
 
0.9%
5 2
 
0.4%
6 7
 
1.5%
7 3
 
0.6%
8 8
 
1.7%
10 6
 
1.3%
ValueCountFrequency (%)
43332 1
0.2%
38544 1
0.2%
31988 1
0.2%
27374 1
0.2%
19142 1
0.2%
18842 1
0.2%
18731 1
0.2%
17850 1
0.2%
17253 1
0.2%
16705 1
0.2%

6-4_참고서비스(온라인)_제공
Real number (ℝ)

ZEROS 

Distinct181
Distinct (%)39.4%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean522.11111
Minimum0
Maximum45184
Zeros176
Zeros (%)38.0%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:55:59.620503image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median10
Q3128
95-th percentile1881.7
Maximum45184
Range45184
Interquartile range (IQR)128

Descriptive statistics

Standard deviation3093.369
Coefficient of variation (CV)5.9247331
Kurtosis167.54005
Mean522.11111
Median Absolute Deviation (MAD)10
Skewness12.314915
Sum239649
Variance9568931.8
MonotonicityNot monotonic
2023-12-12T10:55:59.804057image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 176
38.0%
1 10
 
2.2%
3 9
 
1.9%
4 9
 
1.9%
10 8
 
1.7%
2 7
 
1.5%
5 6
 
1.3%
24 5
 
1.1%
25 5
 
1.1%
20 4
 
0.9%
Other values (171) 220
47.5%
ValueCountFrequency (%)
0 176
38.0%
1 10
 
2.2%
2 7
 
1.5%
3 9
 
1.9%
4 9
 
1.9%
5 6
 
1.3%
6 4
 
0.9%
7 4
 
0.9%
8 2
 
0.4%
9 2
 
0.4%
ValueCountFrequency (%)
45184 1
0.2%
42283 1
0.2%
11353 1
0.2%
11226 1
0.2%
8524 1
0.2%
7990 1
0.2%
7896 1
0.2%
6321 1
0.2%
5357 1
0.2%
4229 1
0.2%

6-4_참고서비스(전화)_제공
Real number (ℝ)

ZEROS 

Distinct249
Distinct (%)54.2%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean1441.4858
Minimum0
Maximum36161
Zeros140
Zeros (%)30.2%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:55:59.964980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median49
Q3520
95-th percentile7699.7
Maximum36161
Range36161
Interquartile range (IQR)520

Descriptive statistics

Standard deviation4551.5573
Coefficient of variation (CV)3.1575456
Kurtosis30.857811
Mean1441.4858
Median Absolute Deviation (MAD)49
Skewness5.2228059
Sum661642
Variance20716674
MonotonicityNot monotonic
2023-12-12T10:56:00.149550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 140
30.2%
20 7
 
1.5%
50 7
 
1.5%
5 6
 
1.3%
3 6
 
1.3%
42 6
 
1.3%
10 5
 
1.1%
4 4
 
0.9%
40 3
 
0.6%
60 3
 
0.6%
Other values (239) 272
58.7%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 140
30.2%
1 3
 
0.6%
2 2
 
0.4%
3 6
 
1.3%
4 4
 
0.9%
5 6
 
1.3%
6 2
 
0.4%
7 1
 
0.2%
8 3
 
0.6%
10 5
 
1.1%
ValueCountFrequency (%)
36161 1
0.2%
34448 1
0.2%
34331 1
0.2%
33449 1
0.2%
29511 1
0.2%
27685 1
0.2%
22944 1
0.2%
21420 1
0.2%
17590 1
0.2%
14278 1
0.2%

6-5_이용자 교육_직접교육_기타_교육 참가자 수
Real number (ℝ)

ZEROS 

Distinct10
Distinct (%)2.2%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean0.24836601
Minimum0
Maximum12
Zeros415
Zeros (%)89.6%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:00.308930image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum12
Range12
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.1537733
Coefficient of variation (CV)4.6454555
Kurtosis59.889246
Mean0.24836601
Median Absolute Deviation (MAD)0
Skewness7.2399707
Sum114
Variance1.3311927
MonotonicityNot monotonic
2023-12-12T10:56:00.480381image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
0 415
89.6%
1 22
 
4.8%
2 12
 
2.6%
4 4
 
0.9%
7 1
 
0.2%
9 1
 
0.2%
11 1
 
0.2%
12 1
 
0.2%
3 1
 
0.2%
10 1
 
0.2%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 415
89.6%
1 22
 
4.8%
2 12
 
2.6%
3 1
 
0.2%
4 4
 
0.9%
7 1
 
0.2%
9 1
 
0.2%
10 1
 
0.2%
11 1
 
0.2%
12 1
 
0.2%
ValueCountFrequency (%)
12 1
 
0.2%
11 1
 
0.2%
10 1
 
0.2%
9 1
 
0.2%
7 1
 
0.2%
4 4
 
0.9%
3 1
 
0.2%
2 12
 
2.6%
1 22
 
4.8%
0 415
89.6%

6-5_이용자 교육_직접교육_기타_교육횟수
Real number (ℝ)

ZEROS 

Distinct49
Distinct (%)10.7%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean7.3660131
Minimum0
Maximum397
Zeros382
Zeros (%)82.5%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:00.660274image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile41
Maximum397
Range397
Interquartile range (IQR)0

Descriptive statistics

Standard deviation32.109342
Coefficient of variation (CV)4.359121
Kurtosis80.861142
Mean7.3660131
Median Absolute Deviation (MAD)0
Skewness8.1950514
Sum3381
Variance1031.0098
MonotonicityNot monotonic
2023-12-12T10:56:00.872078image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=49)
ValueCountFrequency (%)
0 382
82.5%
10 5
 
1.1%
4 4
 
0.9%
5 4
 
0.9%
22 3
 
0.6%
9 3
 
0.6%
27 3
 
0.6%
40 3
 
0.6%
25 3
 
0.6%
50 2
 
0.4%
Other values (39) 47
 
10.2%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 382
82.5%
1 1
 
0.2%
2 1
 
0.2%
3 2
 
0.4%
4 4
 
0.9%
5 4
 
0.9%
6 1
 
0.2%
7 1
 
0.2%
8 2
 
0.4%
9 3
 
0.6%
ValueCountFrequency (%)
397 1
0.2%
325 1
0.2%
280 1
0.2%
176 1
0.2%
137 1
0.2%
130 1
0.2%
106 1
0.2%
79 1
0.2%
74 1
0.2%
70 1
0.2%

6-5_이용자 교육_직접교육_대학원생_교육 참가자 수
Real number (ℝ)

ZEROS 

Distinct18
Distinct (%)3.9%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean0.81917211
Minimum0
Maximum37
Zeros382
Zeros (%)82.5%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:01.041286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile4
Maximum37
Range37
Interquartile range (IQR)0

Descriptive statistics

Standard deviation3.5240878
Coefficient of variation (CV)4.3020115
Kurtosis55.856085
Mean0.81917211
Median Absolute Deviation (MAD)0
Skewness6.9891713
Sum376
Variance12.419195
MonotonicityNot monotonic
2023-12-12T10:56:01.196011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
0 382
82.5%
1 33
 
7.1%
2 13
 
2.8%
4 7
 
1.5%
3 5
 
1.1%
10 3
 
0.6%
5 3
 
0.6%
13 2
 
0.4%
7 2
 
0.4%
33 1
 
0.2%
Other values (8) 8
 
1.7%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 382
82.5%
1 33
 
7.1%
2 13
 
2.8%
3 5
 
1.1%
4 7
 
1.5%
5 3
 
0.6%
6 1
 
0.2%
7 2
 
0.4%
8 1
 
0.2%
10 3
 
0.6%
ValueCountFrequency (%)
37 1
 
0.2%
33 1
 
0.2%
28 1
 
0.2%
25 1
 
0.2%
24 1
 
0.2%
16 1
 
0.2%
13 2
0.4%
12 1
 
0.2%
10 3
0.6%
8 1
 
0.2%

6-5_이용자 교육_직접교육_대학원생_교육횟수
Real number (ℝ)

ZEROS 

Distinct77
Distinct (%)16.8%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean30.660131
Minimum0
Maximum1138
Zeros361
Zeros (%)78.0%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:01.401947image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile172.2
Maximum1138
Range1138
Interquartile range (IQR)0

Descriptive statistics

Standard deviation113.56257
Coefficient of variation (CV)3.7039165
Kurtosis39.437085
Mean30.660131
Median Absolute Deviation (MAD)0
Skewness5.7932581
Sum14073
Variance12896.456
MonotonicityNot monotonic
2023-12-12T10:56:01.579318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 361
78.0%
80 4
 
0.9%
20 3
 
0.6%
13 3
 
0.6%
40 3
 
0.6%
54 2
 
0.4%
53 2
 
0.4%
7 2
 
0.4%
1 2
 
0.4%
18 2
 
0.4%
Other values (67) 75
 
16.2%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 361
78.0%
1 2
 
0.4%
3 1
 
0.2%
4 1
 
0.2%
5 1
 
0.2%
7 2
 
0.4%
8 1
 
0.2%
10 2
 
0.4%
11 2
 
0.4%
12 1
 
0.2%
ValueCountFrequency (%)
1138 1
0.2%
864 1
0.2%
798 1
0.2%
763 1
0.2%
749 1
0.2%
616 1
0.2%
490 1
0.2%
469 1
0.2%
417 1
0.2%
390 1
0.2%

6-5_이용자 교육_직접교육_학부생_교육 참가자 수
Real number (ℝ)

ZEROS 

Distinct27
Distinct (%)5.9%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean1.6993464
Minimum0
Maximum67
Zeros361
Zeros (%)78.0%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:01.737543image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile10.2
Maximum67
Range67
Interquartile range (IQR)0

Descriptive statistics

Standard deviation6.2188104
Coefficient of variation (CV)3.6595307
Kurtosis51.90417
Mean1.6993464
Median Absolute Deviation (MAD)0
Skewness6.4238302
Sum780
Variance38.673602
MonotonicityNot monotonic
2023-12-12T10:56:01.909390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=27)
ValueCountFrequency (%)
0 361
78.0%
1 23
 
5.0%
2 18
 
3.9%
4 8
 
1.7%
5 8
 
1.7%
6 6
 
1.3%
3 6
 
1.3%
12 5
 
1.1%
7 3
 
0.6%
28 2
 
0.4%
Other values (17) 19
 
4.1%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 361
78.0%
1 23
 
5.0%
2 18
 
3.9%
3 6
 
1.3%
4 8
 
1.7%
5 8
 
1.7%
6 6
 
1.3%
7 3
 
0.6%
8 1
 
0.2%
9 1
 
0.2%
ValueCountFrequency (%)
67 1
0.2%
62 1
0.2%
38 1
0.2%
36 1
0.2%
28 2
0.4%
27 1
0.2%
26 1
0.2%
23 1
0.2%
22 1
0.2%
21 1
0.2%

6-5_이용자 교육_직접교육_학부생_교육횟수
Real number (ℝ)

ZEROS 

Distinct414
Distinct (%)90.2%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean322368.63
Minimum0
Maximum3977273
Zeros46
Zeros (%)9.9%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:02.076871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q138567.5
median141941
Q3419428
95-th percentile1174000
Maximum3977273
Range3977273
Interquartile range (IQR)380860.5

Descriptive statistics

Standard deviation483547.08
Coefficient of variation (CV)1.4999818
Kurtosis15.340174
Mean322368.63
Median Absolute Deviation (MAD)131617
Skewness3.2961635
Sum1.479672 × 108
Variance2.3381778 × 1011
MonotonicityNot monotonic
2023-12-12T10:56:02.293243image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 46
 
9.9%
5203 1
 
0.2%
751382 1
 
0.2%
429337 1
 
0.2%
161898 1
 
0.2%
163591 1
 
0.2%
283988 1
 
0.2%
532714 1
 
0.2%
35151 1
 
0.2%
1612798 1
 
0.2%
Other values (404) 404
87.3%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 46
9.9%
10 1
 
0.2%
46 1
 
0.2%
55 1
 
0.2%
66 1
 
0.2%
92 1
 
0.2%
257 1
 
0.2%
829 1
 
0.2%
2203 1
 
0.2%
2765 1
 
0.2%
ValueCountFrequency (%)
3977273 1
0.2%
3456788 1
0.2%
3267928 1
0.2%
2143600 1
0.2%
2140162 1
0.2%
2091482 1
0.2%
2067471 1
0.2%
1993104 1
0.2%
1971073 1
0.2%
1953506 1
0.2%

7-1_MARC 데이터 구축_합계
Real number (ℝ)

ZEROS 

Distinct84
Distinct (%)18.3%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean1446.4466
Minimum0
Maximum178803
Zeros371
Zeros (%)80.1%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:02.493615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3994.1
Maximum178803
Range178803
Interquartile range (IQR)0

Descriptive statistics

Standard deviation10248.41
Coefficient of variation (CV)7.0852324
Kurtosis218.0314
Mean1446.4466
Median Absolute Deviation (MAD)0
Skewness13.798867
Sum663919
Variance1.0502992 × 108
MonotonicityNot monotonic
2023-12-12T10:56:02.695103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 371
80.1%
162 2
 
0.4%
6 2
 
0.4%
2197 2
 
0.4%
1 2
 
0.4%
7 2
 
0.4%
2490 1
 
0.2%
11111 1
 
0.2%
10235 1
 
0.2%
430 1
 
0.2%
Other values (74) 74
 
16.0%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 371
80.1%
1 2
 
0.4%
4 1
 
0.2%
6 2
 
0.4%
7 2
 
0.4%
9 1
 
0.2%
29 1
 
0.2%
38 1
 
0.2%
46 1
 
0.2%
55 1
 
0.2%
ValueCountFrequency (%)
178803 1
0.2%
103792 1
0.2%
33957 1
0.2%
28571 1
0.2%
25445 1
0.2%
25051 1
0.2%
24333 1
0.2%
22762 1
0.2%
22320 1
0.2%
19939 1
0.2%

7-1_고서_계
Real number (ℝ)

ZEROS 

Distinct194
Distinct (%)42.3%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean81662.636
Minimum0
Maximum2171550
Zeros265
Zeros (%)57.2%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:02.921338image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q346663
95-th percentile447564.2
Maximum2171550
Range2171550
Interquartile range (IQR)46663

Descriptive statistics

Standard deviation231486.99
Coefficient of variation (CV)2.8346744
Kurtosis31.070843
Mean81662.636
Median Absolute Deviation (MAD)0
Skewness4.9783505
Sum37483150
Variance5.3586225 × 1010
MonotonicityNot monotonic
2023-12-12T10:56:03.449989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 265
57.2%
465831 2
 
0.4%
76653 1
 
0.2%
49027 1
 
0.2%
193003 1
 
0.2%
25788 1
 
0.2%
8090 1
 
0.2%
98590 1
 
0.2%
1232699 1
 
0.2%
90047 1
 
0.2%
Other values (184) 184
39.7%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 265
57.2%
1 1
 
0.2%
2 1
 
0.2%
12 1
 
0.2%
17 1
 
0.2%
36 1
 
0.2%
41 1
 
0.2%
54 1
 
0.2%
59 1
 
0.2%
77 1
 
0.2%
ValueCountFrequency (%)
2171550 1
0.2%
1967007 1
0.2%
1378464 1
0.2%
1275462 1
0.2%
1232699 1
0.2%
1147624 1
0.2%
1131437 1
0.2%
1123527 1
0.2%
942707 1
0.2%
826955 1
0.2%

7-1_기사색인_계
Real number (ℝ)

ZEROS 

Distinct414
Distinct (%)90.2%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean222616.2
Minimum0
Maximum1831138
Zeros46
Zeros (%)9.9%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:03.620209image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q135121
median112872
Q3329022
95-th percentile771901.4
Maximum1831138
Range1831138
Interquartile range (IQR)293901

Descriptive statistics

Standard deviation288099.75
Coefficient of variation (CV)1.2941545
Kurtosis7.3626697
Mean222616.2
Median Absolute Deviation (MAD)100772
Skewness2.3618725
Sum1.0218084 × 108
Variance8.3001468 × 1010
MonotonicityNot monotonic
2023-12-12T10:56:03.798048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 46
 
9.9%
5143 1
 
0.2%
416705 1
 
0.2%
363370 1
 
0.2%
145613 1
 
0.2%
145671 1
 
0.2%
279309 1
 
0.2%
411141 1
 
0.2%
35151 1
 
0.2%
362302 1
 
0.2%
Other values (404) 404
87.3%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 46
9.9%
10 1
 
0.2%
42 1
 
0.2%
46 1
 
0.2%
55 1
 
0.2%
92 1
 
0.2%
257 1
 
0.2%
829 1
 
0.2%
2203 1
 
0.2%
2765 1
 
0.2%
ValueCountFrequency (%)
1831138 1
0.2%
1812459 1
0.2%
1715238 1
0.2%
1661225 1
0.2%
1346122 1
0.2%
1266673 1
0.2%
1239628 1
0.2%
1188355 1
0.2%
1099160 1
0.2%
1045892 1
0.2%

7-1_단행본_계
Real number (ℝ)

ZEROS 

Distinct360
Distinct (%)78.4%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean11843.19
Minimum0
Maximum324718
Zeros97
Zeros (%)21.0%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:03.975772image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1158
median4099
Q312752.5
95-th percentile47417.5
Maximum324718
Range324718
Interquartile range (IQR)12594.5

Descriptive statistics

Standard deviation26744.463
Coefficient of variation (CV)2.2582145
Kurtosis62.272571
Mean11843.19
Median Absolute Deviation (MAD)4099
Skewness6.7746015
Sum5436024
Variance7.1526629 × 108
MonotonicityNot monotonic
2023-12-12T10:56:04.176888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 97
 
21.0%
1 3
 
0.6%
28576 2
 
0.4%
3803 1
 
0.2%
12344 1
 
0.2%
2954 1
 
0.2%
1869 1
 
0.2%
23956 1
 
0.2%
12037 1
 
0.2%
144580 1
 
0.2%
Other values (350) 350
75.6%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 97
21.0%
1 3
 
0.6%
2 1
 
0.2%
5 1
 
0.2%
6 1
 
0.2%
8 1
 
0.2%
17 1
 
0.2%
20 1
 
0.2%
22 1
 
0.2%
46 1
 
0.2%
ValueCountFrequency (%)
324718 1
0.2%
263005 1
0.2%
163820 1
0.2%
152866 1
0.2%
144580 1
0.2%
110912 1
0.2%
89756 1
0.2%
89643 1
0.2%
86437 1
0.2%
76782 1
0.2%

7-1_비도서_계
Real number (ℝ)

ZEROS 

Distinct341
Distinct (%)74.3%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean4800.1503
Minimum0
Maximum160005
Zeros108
Zeros (%)23.3%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:04.367541image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q112
median711
Q34598.5
95-th percentile15789
Maximum160005
Range160005
Interquartile range (IQR)4586.5

Descriptive statistics

Standard deviation14808.022
Coefficient of variation (CV)3.0849079
Kurtosis67.579593
Mean4800.1503
Median Absolute Deviation (MAD)711
Skewness7.5751315
Sum2203269
Variance2.192775 × 108
MonotonicityNot monotonic
2023-12-12T10:56:04.539176image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 108
 
23.3%
151 2
 
0.4%
110 2
 
0.4%
15 2
 
0.4%
39 2
 
0.4%
463 2
 
0.4%
280 2
 
0.4%
84 2
 
0.4%
15789 2
 
0.4%
1 2
 
0.4%
Other values (331) 333
71.9%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 108
23.3%
1 2
 
0.4%
2 1
 
0.2%
4 1
 
0.2%
7 1
 
0.2%
11 2
 
0.4%
13 1
 
0.2%
14 1
 
0.2%
15 2
 
0.4%
21 1
 
0.2%
ValueCountFrequency (%)
160005 1
0.2%
159530 1
0.2%
132072 1
0.2%
85855 1
0.2%
81251 1
0.2%
76152 1
0.2%
53554 1
0.2%
51002 1
0.2%
43907 1
0.2%
36683 1
0.2%

7-1_연속간행물_계
Real number (ℝ)

ZEROS 

Distinct44
Distinct (%)9.6%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean94.893246
Minimum0
Maximum15002
Zeros408
Zeros (%)88.1%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:04.710359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile90.7
Maximum15002
Range15002
Interquartile range (IQR)0

Descriptive statistics

Standard deviation851.42054
Coefficient of variation (CV)8.972404
Kurtosis220.02532
Mean94.893246
Median Absolute Deviation (MAD)0
Skewness13.86134
Sum43556
Variance724916.94
MonotonicityNot monotonic
2023-12-12T10:56:04.887618image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
0 408
88.1%
1 5
 
1.1%
2 3
 
0.6%
11 2
 
0.4%
3 2
 
0.4%
3541 1
 
0.2%
27 1
 
0.2%
58 1
 
0.2%
46 1
 
0.2%
10 1
 
0.2%
Other values (34) 34
 
7.3%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 408
88.1%
1 5
 
1.1%
2 3
 
0.6%
3 2
 
0.4%
9 1
 
0.2%
10 1
 
0.2%
11 2
 
0.4%
14 1
 
0.2%
15 1
 
0.2%
16 1
 
0.2%
ValueCountFrequency (%)
15002 1
0.2%
7057 1
0.2%
5791 1
0.2%
3541 1
0.2%
2717 1
0.2%
1775 1
0.2%
1350 1
0.2%
728 1
0.2%
694 1
0.2%
670 1
0.2%

7-2_디지털콘텐츠(AOD_VOD)_합_계
Real number (ℝ)

ZEROS 

Distinct246
Distinct (%)53.6%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean8613.0196
Minimum0
Maximum350714
Zeros207
Zeros (%)44.7%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:05.066450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median83
Q33364
95-th percentile46912.7
Maximum350714
Range350714
Interquartile range (IQR)3364

Descriptive statistics

Standard deviation29648.494
Coefficient of variation (CV)3.442288
Kurtosis78.57591
Mean8613.0196
Median Absolute Deviation (MAD)83
Skewness7.8118051
Sum3953376
Variance8.7903318 × 108
MonotonicityNot monotonic
2023-12-12T10:56:05.252746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 207
44.7%
66 2
 
0.4%
1 2
 
0.4%
12 2
 
0.4%
529 2
 
0.4%
3 2
 
0.4%
1241 2
 
0.4%
17582 2
 
0.4%
40991 1
 
0.2%
77316 1
 
0.2%
Other values (236) 236
51.0%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 207
44.7%
1 2
 
0.4%
2 1
 
0.2%
3 2
 
0.4%
6 1
 
0.2%
11 1
 
0.2%
12 2
 
0.4%
17 1
 
0.2%
22 1
 
0.2%
23 1
 
0.2%
ValueCountFrequency (%)
350714 1
0.2%
347511 1
0.2%
163309 1
0.2%
135231 1
0.2%
128552 1
0.2%
125094 1
0.2%
123984 1
0.2%
87291 1
0.2%
81521 1
0.2%
80005 1
0.2%

7-2_디지털콘텐츠(Text)_합_계
Real number (ℝ)

ZEROS 

Distinct257
Distinct (%)56.0%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean17491.503
Minimum0
Maximum2466756
Zeros194
Zeros (%)41.9%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:05.463086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median146
Q34596
95-th percentile52216.9
Maximum2466756
Range2466756
Interquartile range (IQR)4596

Descriptive statistics

Standard deviation128835.29
Coefficient of variation (CV)7.365593
Kurtosis292.36749
Mean17491.503
Median Absolute Deviation (MAD)146
Skewness16.134997
Sum8028600
Variance1.6598533 × 1010
MonotonicityNot monotonic
2023-12-12T10:56:05.686364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 194
41.9%
853 2
 
0.4%
12 2
 
0.4%
529 2
 
0.4%
66 2
 
0.4%
17 2
 
0.4%
156 2
 
0.4%
2 2
 
0.4%
1241 2
 
0.4%
1 2
 
0.4%
Other values (247) 247
53.3%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 194
41.9%
1 2
 
0.4%
2 2
 
0.4%
3 1
 
0.2%
5 1
 
0.2%
6 1
 
0.2%
11 1
 
0.2%
12 2
 
0.4%
17 2
 
0.4%
22 1
 
0.2%
ValueCountFrequency (%)
2466756 1
0.2%
828128 1
0.2%
789978 1
0.2%
347533 1
0.2%
163309 1
0.2%
142555 1
0.2%
136043 1
0.2%
135400 1
0.2%
128879 1
0.2%
127591 1
0.2%

7-2_디지털콘텐츠(계)_합_계
Real number (ℝ)

ZEROS 

Distinct380
Distinct (%)82.8%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean230821.39
Minimum0
Maximum10095432
Zeros80
Zeros (%)17.3%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:05.916971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12678
median27194
Q3117377.5
95-th percentile1146767.7
Maximum10095432
Range10095432
Interquartile range (IQR)114699.5

Descriptive statistics

Standard deviation729976.48
Coefficient of variation (CV)3.1625167
Kurtosis81.494298
Mean230821.39
Median Absolute Deviation (MAD)27194
Skewness7.6083877
Sum1.0594702 × 108
Variance5.3286566 × 1011
MonotonicityNot monotonic
2023-12-12T10:56:06.127179image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 80
 
17.3%
106217 1
 
0.2%
1136961 1
 
0.2%
71585 1
 
0.2%
31977 1
 
0.2%
318504 1
 
0.2%
450413 1
 
0.2%
114097 1
 
0.2%
242935 1
 
0.2%
832485 1
 
0.2%
Other values (370) 370
79.9%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 80
17.3%
9 1
 
0.2%
32 1
 
0.2%
123 1
 
0.2%
125 1
 
0.2%
131 1
 
0.2%
194 1
 
0.2%
249 1
 
0.2%
268 1
 
0.2%
312 1
 
0.2%
ValueCountFrequency (%)
10095432 1
0.2%
4987652 1
0.2%
4146599 1
0.2%
3917862 1
0.2%
3651809 1
0.2%
3482359 1
0.2%
2853131 1
0.2%
2485884 1
0.2%
2450425 1
0.2%
2299252 1
0.2%

7-3_OPAC 검색건수
Real number (ℝ)

ZEROS 

Distinct420
Distinct (%)91.5%
Missing4
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean440758.19
Minimum0
Maximum23256799
Zeros40
Zeros (%)8.6%
Negative0
Negative (%)0.0%
Memory size4.2 KiB
2023-12-12T10:56:06.311163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q110622.5
median58088
Q3275194.5
95-th percentile2263552.3
Maximum23256799
Range23256799
Interquartile range (IQR)264572

Descriptive statistics

Standard deviation1425815.8
Coefficient of variation (CV)3.2349162
Kurtosis146.39175
Mean440758.19
Median Absolute Deviation (MAD)56763
Skewness10.168158
Sum2.0230801 × 108
Variance2.0329507 × 1012
MonotonicityNot monotonic
2023-12-12T10:56:06.522363image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 40
 
8.6%
2008313 1
 
0.2%
158718 1
 
0.2%
97053 1
 
0.2%
402682 1
 
0.2%
29553 1
 
0.2%
2258917 1
 
0.2%
1538186 1
 
0.2%
154819 1
 
0.2%
5991248 1
 
0.2%
Other values (410) 410
88.6%
(Missing) 4
 
0.9%
ValueCountFrequency (%)
0 40
8.6%
108 1
 
0.2%
240 1
 
0.2%
318 1
 
0.2%
407 1
 
0.2%
428 1
 
0.2%
466 1
 
0.2%
478 1
 
0.2%
568 1
 
0.2%
828 1
 
0.2%
ValueCountFrequency (%)
23256799 1
0.2%
6988325 1
0.2%
6972263 1
0.2%
6002006 1
0.2%
5991248 1
0.2%
5411465 1
0.2%
5136838 1
0.2%
5068284 1
0.2%
4218365 1
0.2%
4199961 1
0.2%

7-3_홈페이지 접속건수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing463
Missing (%)100.0%
Memory size4.2 KiB

Sample

6-1_개관시간_계6-2_봉사대상자수_계6-2_봉사대상자수_당해년도_계6-3-1_대출자수_계6-3-2_합계_합계6-4_상호대차_신청6-4_상호대차_제공6-4_원문복사_신청6-4_원문복사_제공6-4_참고서비스(면담)_제공6-4_참고서비스(온라인)_제공6-4_참고서비스(전화)_제공6-5_이용자 교육_직접교육_기타_교육 참가자 수6-5_이용자 교육_직접교육_기타_교육횟수6-5_이용자 교육_직접교육_대학원생_교육 참가자 수6-5_이용자 교육_직접교육_대학원생_교육횟수6-5_이용자 교육_직접교육_학부생_교육 참가자 수6-5_이용자 교육_직접교육_학부생_교육횟수7-1_MARC 데이터 구축_합계7-1_고서_계7-1_기사색인_계7-1_단행본_계7-1_비도서_계7-1_연속간행물_계7-2_디지털콘텐츠(AOD_VOD)_합_계7-2_디지털콘텐츠(Text)_합_계7-2_디지털콘텐츠(계)_합_계7-3_OPAC 검색건수7-3_홈페이지 접속건수
0984360353266700000000000070150070150000012510519<NA>
122112563239634954931885128242200053217058600162856616215680662662111642135045<NA>
21469985691531725163897622512561523350000065283201762604474152006890890115981159812676418128<NA>
32033786677154192623966172547561550000068394120176653502953531325100221329133179424189700<NA>
41358790770671061180481001262317885231312100000069995300629475169245355467039894659115362111222<NA>
51952110167211643900004881321220000047570003913844179910031512230479593<NA>
67201103109021835101231002000000004904100460632874104000331415179<NA>
71992137912952672761611401140000070870077663464208239000986520561<NA>
81120612351841015150207011883814341275000002216380723820332485142562036203620103087234789<NA>
923171512414599257546444101312261102590243376801518047833982490075942111440100470183111831112672402369616<NA>
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Duplicate rows

Most frequently occurring

6-1_개관시간_계6-2_봉사대상자수_계6-2_봉사대상자수_당해년도_계6-3-1_대출자수_계6-3-2_합계_합계6-4_상호대차_신청6-4_상호대차_제공6-4_원문복사_신청6-4_원문복사_제공6-4_참고서비스(면담)_제공6-4_참고서비스(온라인)_제공6-4_참고서비스(전화)_제공6-5_이용자 교육_직접교육_기타_교육 참가자 수6-5_이용자 교육_직접교육_기타_교육횟수6-5_이용자 교육_직접교육_대학원생_교육 참가자 수6-5_이용자 교육_직접교육_대학원생_교육횟수6-5_이용자 교육_직접교육_학부생_교육 참가자 수6-5_이용자 교육_직접교육_학부생_교육횟수7-1_MARC 데이터 구축_합계7-1_고서_계7-1_기사색인_계7-1_단행본_계7-1_비도서_계7-1_연속간행물_계7-2_디지털콘텐츠(AOD_VOD)_합_계7-2_디지털콘텐츠(Text)_합_계7-2_디지털콘텐츠(계)_합_계7-3_OPAC 검색건수# duplicates
0<NA>00<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>2