gimi9 Pandas Profiling

Dataset statistics

Number of variables	29
Number of observations	62
Missing cells	157
Missing cells (%)	8.7%
Duplicate rows	1
Duplicate rows (%)	1.6%
Total size in memory	15.9 KiB
Average record size in memory	262.1 B

Variable types

DateTime	1
Numeric	28

Dataset

Description	인천광역시 120미추홀콜센터 응대민원 통계에 대한 데이터로 상담채널, 건수, 유형 등 월별 통계 등의 자료를 제공합니다.
Author	인천광역시
URL	https://www.data.go.kr/data/3044384/fileData.do

Alerts

Dataset has 1 (1.6%) duplicate rows	Duplicates
`날짜` has 4 (6.5%) missing values	Missing
`상담채널-전화(요청호)` has 4 (6.5%) missing values	Missing
`상담채널-문자` has 4 (6.5%) missing values	Missing
`상담채널-예약호` has 10 (16.1%) missing values	Missing
`상담채널-인터넷` has 4 (6.5%) missing values	Missing
`상담채널-SNS` has 10 (16.1%) missing values	Missing
`통화성공률` has 4 (6.5%) missing values	Missing
`서비스레벨` has 4 (6.5%) missing values	Missing
`상담건수(계)` has 4 (6.5%) missing values	Missing
`상담건수-1차처리` has 4 (6.5%) missing values	Missing
`상담건수-전화연결` has 4 (6.5%) missing values	Missing
`상담건수-2차이관` has 4 (6.5%) missing values	Missing
`상담건수-2차이관-시정` has 4 (6.5%) missing values	Missing
`상담건수-2차이관-상수도` has 4 (6.5%) missing values	Missing
`상담건수-2차이관-구정` has 4 (6.5%) missing values	Missing
`상담건수-2차이관-구정-미추홀구` has 4 (6.5%) missing values	Missing
`상담건수-2차이관-구정-부평구` has 4 (6.5%) missing values	Missing
`상담건수-2차이관-구정-연수구` has 4 (6.5%) missing values	Missing
`상담건수-2차이관-구정-동구` has 4 (6.5%) missing values	Missing
`상담건수-2차이관-구정-남동구` has 4 (6.5%) missing values	Missing
`상담만족도` has 33 (53.2%) missing values	Missing
`상담DB보유건수` has 4 (6.5%) missing values	Missing
`상담유형(계)` has 4 (6.5%) missing values	Missing
`상담유형-교통` has 4 (6.5%) missing values	Missing
`상담유형-복지_건강_재산` has 4 (6.5%) missing values	Missing
`상담유형-환경` has 4 (6.5%) missing values	Missing
`상담유형-경제_문화` has 4 (6.5%) missing values	Missing
`상담유형-상수도` has 4 (6.5%) missing values	Missing
`상담유형-기타` has 4 (6.5%) missing values	Missing
`상담채널-예약호` has 19 (30.6%) zeros	Zeros
`상담채널-SNS` has 35 (56.5%) zeros	Zeros
`상담건수-2차이관-구정-동구` has 4 (6.5%) zeros	Zeros
`상담건수-2차이관-구정-남동구` has 19 (30.6%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 00:40:01.183340
Analysis finished	2023-12-12 00:40:01.450792
Duration	0.27 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

날짜
Date

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Memory size	628.0 B

Minimum	2018-12-31 00:00:00
Maximum	2023-09-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

상담채널-전화(요청호)
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	79498.138

Minimum	60493
Maximum	123061
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	60493
5-th percentile	64642.7
Q1	69895.5
median	77010.5
Q3	85765.5
95-th percentile	102359.45
Maximum	123061
Range	62568
Interquartile range (IQR)	15870

Descriptive statistics

Standard deviation	13410.256
Coefficient of variation (CV)	0.16868641
Kurtosis	2.8566961
Mean	79498.138
Median Absolute Deviation (MAD)	7823.5
Skewness	1.4998297
Sum	4610892
Variance	1.7983496 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73382	1	1.6%
91386	1	1.6%
85434	1	1.6%
75877	1	1.6%
76088	1	1.6%
123061	1	1.6%
77286	1	1.6%
89417	1	1.6%
87720	1	1.6%
68337	1	1.6%
Other values (48)	48	77.4%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
60493	1	1.6%
62172	1	1.6%
62703	1	1.6%
64985	1	1.6%
65114	1	1.6%
66260	1	1.6%
66884	1	1.6%
67138	1	1.6%
67358	1	1.6%
67751	1	1.6%

Value	Count	Frequency (%)
123061	1	1.6%
122405	1	1.6%
117067	1	1.6%
99764	1	1.6%
96111	1	1.6%
96060	1	1.6%
91648	1	1.6%
91386	1	1.6%
91191	1	1.6%
89417	1	1.6%

상담채널-문자
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	1455.2931

Minimum	608
Maximum	2214
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	608
5-th percentile	932.2
Q1	1241
median	1472
Q3	1689
95-th percentile	1888.1
Maximum	2214
Range	1606
Interquartile range (IQR)	448

Descriptive statistics

Standard deviation	328.8549
Coefficient of variation (CV)	0.22597159
Kurtosis	-0.10463071
Mean	1455.2931
Median Absolute Deviation (MAD)	227
Skewness	-0.36968772
Sum	84407
Variance	108145.54
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1334	1	1.6%
1931	1	1.6%
1863	1	1.6%
1686	1	1.6%
1506	1	1.6%
1616	1	1.6%
1236	1	1.6%
1808	1	1.6%
1798	1	1.6%
1293	1	1.6%
Other values (48)	48	77.4%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
608	1	1.6%
701	1	1.6%
871	1	1.6%
943	1	1.6%
1000	1	1.6%
1032	1	1.6%
1057	1	1.6%
1062	1	1.6%
1081	1	1.6%
1088	1	1.6%

Value	Count	Frequency (%)
2214	1	1.6%
1931	1	1.6%
1900	1	1.6%
1886	1	1.6%
1863	1	1.6%
1836	1	1.6%
1834	1	1.6%
1808	1	1.6%
1798	1	1.6%
1780	1	1.6%

상담채널-예약호
Real number (ℝ)

MISSING ZEROS

Distinct	16
Distinct (%)	30.8%
Missing	10
Missing (%)	16.1%
Infinite	0
Infinite (%)	0.0%
Mean	5.0576923

Minimum	0
Maximum	21
Zeros	19
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	8
95-th percentile	15.45
Maximum	21
Range	21
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	5.5072624
Coefficient of variation (CV)	1.0888884
Kurtosis	0.17848248
Mean	5.0576923
Median Absolute Deviation (MAD)	3
Skewness	0.9514272
Sum	263
Variance	30.32994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	19	30.6%
7	6	9.7%
2	5	8.1%
10	4	6.5%
8	3	4.8%
6	3	4.8%
14	2	3.2%
3	2	3.2%
17	1	1.6%
1	1	1.6%
Other values (6)	6	9.7%
(Missing)	10	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	30.6%
1	1	1.6%
2	5	8.1%
3	2	3.2%
4	1	1.6%
6	3	4.8%
7	6	9.7%
8	3	4.8%
9	1	1.6%
10	4	6.5%

Value	Count	Frequency (%)
21	1	1.6%
17	1	1.6%
16	1	1.6%
15	1	1.6%
14	2	3.2%
12	1	1.6%
10	4	6.5%
9	1	1.6%
8	3	4.8%
7	6	9.7%

상담채널-인터넷
Real number (ℝ)

MISSING

Distinct	26
Distinct (%)	44.8%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	19.931034

Minimum	4
Maximum	106
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	4
5-th percentile	5.85
Q1	11
median	15.5
Q3	21.75
95-th percentile	50
Maximum	106
Range	102
Interquartile range (IQR)	10.75

Descriptive statistics

Standard deviation	16.894785
Coefficient of variation (CV)	0.84766222
Kurtosis	13.013428
Mean	19.931034
Median Absolute Deviation (MAD)	5.5
Skewness	3.2229992
Sum	1156
Variance	285.43376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
11	6	9.7%
13	5	8.1%
21	4	6.5%
10	3	4.8%
12	3	4.8%
18	3	4.8%
9	3	4.8%
14	3	4.8%
16	3	4.8%
17	3	4.8%
Other values (16)	22	35.5%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	2	3.2%
5	1	1.6%
6	2	3.2%
9	3	4.8%
10	3	4.8%
11	6	9.7%
12	3	4.8%
13	5	8.1%
14	3	4.8%
15	1	1.6%

Value	Count	Frequency (%)
106	1	1.6%
77	1	1.6%
50	2	3.2%
34	1	1.6%
32	1	1.6%
31	1	1.6%
30	2	3.2%
29	1	1.6%
28	1	1.6%
26	2	3.2%

상담채널-SNS
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	13.5%
Missing	10
Missing (%)	16.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.0384615

Minimum	0
Maximum	8
Zeros	35
Zeros (%)	56.5%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	4.9
Maximum	8
Range	8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.846688
Coefficient of variation (CV)	1.7782921
Kurtosis	3.992609
Mean	1.0384615
Median Absolute Deviation (MAD)	0
Skewness	2.0203089
Sum	54
Variance	3.4102564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	35	56.5%
3	7	11.3%
2	3	4.8%
1	3	4.8%
6	2	3.2%
4	1	1.6%
8	1	1.6%
(Missing)	10	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	56.5%
1	3	4.8%
2	3	4.8%
3	7	11.3%
4	1	1.6%
6	2	3.2%
8	1	1.6%

Value	Count	Frequency (%)
8	1	1.6%
6	2	3.2%
4	1	1.6%
3	7	11.3%
2	3	4.8%
1	3	4.8%
0	35	56.5%

통화성공률
Real number (ℝ)

MISSING

Distinct	56
Distinct (%)	96.6%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	92.377069

Minimum	68.11
Maximum	97.58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	68.11
5-th percentile	79.8405
Q1	92.82
median	94.55
Q3	95.7175
95-th percentile	97.2385
Maximum	97.58
Range	29.47
Interquartile range (IQR)	2.8975

Descriptive statistics

Standard deviation	6.0743938
Coefficient of variation (CV)	0.065756511
Kurtosis	5.5288926
Mean	92.377069
Median Absolute Deviation (MAD)	1.505
Skewness	-2.3243313
Sum	5357.87
Variance	36.89826
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
93.44	2	3.2%
95.34	2	3.2%
94.02	1	1.6%
92.81	1	1.6%
95.06	1	1.6%
93.83	1	1.6%
73.94	1	1.6%
93.76	1	1.6%
83.42	1	1.6%
84.99	1	1.6%
Other values (46)	46	74.2%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
68.11	1	1.6%
73.94	1	1.6%
74.46	1	1.6%
80.79	1	1.6%
83.42	1	1.6%
84.37	1	1.6%
84.99	1	1.6%
85.37	1	1.6%
86.4	1	1.6%
87.87	1	1.6%

Value	Count	Frequency (%)
97.58	1	1.6%
97.5	1	1.6%
97.4	1	1.6%
97.21	1	1.6%
96.79	1	1.6%
96.58	1	1.6%
96.57	1	1.6%
96.43	1	1.6%
96.17	1	1.6%
96.09	1	1.6%

서비스레벨
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	80.452931

Minimum	40.11
Maximum	94.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	40.11
5-th percentile	51.2725
Q1	77.3425
median	84.205
Q3	89.69
95-th percentile	93.4785
Maximum	94.25
Range	54.14
Interquartile range (IQR)	12.3475

Descriptive statistics

Standard deviation	12.956107
Coefficient of variation (CV)	0.16103959
Kurtosis	1.9883972
Mean	80.452931
Median Absolute Deviation (MAD)	5.955
Skewness	-1.5467897
Sum	4666.27
Variance	167.86072
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85.72	1	1.6%
77.95	1	1.6%
75.05	1	1.6%
84.81	1	1.6%
83.33	1	1.6%
40.11	1	1.6%
80.41	1	1.6%
52.06	1	1.6%
54.47	1	1.6%
85.57	1	1.6%
Other values (48)	48	77.4%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40.11	1	1.6%
44.04	1	1.6%
46.81	1	1.6%
52.06	1	1.6%
54.47	1	1.6%
61.39	1	1.6%
62.41	1	1.6%
64.7	1	1.6%
68.75	1	1.6%
69.49	1	1.6%

Value	Count	Frequency (%)
94.25	1	1.6%
93.92	1	1.6%
93.81	1	1.6%
93.42	1	1.6%
93.13	1	1.6%
92.13	1	1.6%
92.11	1	1.6%
91.91	1	1.6%
91.75	1	1.6%
91.2	1	1.6%

상담건수(계)
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	81920.293

Minimum	67947
Maximum	100706
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	67947
5-th percentile	71497.4
Q1	74537
median	81082.5
Q3	86709.25
95-th percentile	96977.5
Maximum	100706
Range	32759
Interquartile range (IQR)	12172.25

Descriptive statistics

Standard deviation	8381.871
Coefficient of variation (CV)	0.1023174
Kurtosis	-0.59816182
Mean	81920.293
Median Absolute Deviation (MAD)	6472.5
Skewness	0.46315593
Sum	4751377
Variance	70255762
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79130	1	1.6%
96919	1	1.6%
90052	1	1.6%
82305	1	1.6%
81943	1	1.6%
100706	1	1.6%
80983	1	1.6%
84019	1	1.6%
83658	1	1.6%
73925	1	1.6%
Other values (48)	48	77.4%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
67947	1	1.6%
68456	1	1.6%
69250	1	1.6%
71894	1	1.6%
72089	1	1.6%
72136	1	1.6%
72167	1	1.6%
72461	1	1.6%
72637	1	1.6%
73652	1	1.6%

Value	Count	Frequency (%)
100706	1	1.6%
98416	1	1.6%
97309	1	1.6%
96919	1	1.6%
96850	1	1.6%
96177	1	1.6%
93345	1	1.6%
93188	1	1.6%
92965	1	1.6%
92433	1	1.6%

상담건수-1차처리
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	67440.759

Minimum	55662
Maximum	89814
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	55662
5-th percentile	58301.55
Q1	61539.5
median	65821
Q3	71988.5
95-th percentile	82106.8
Maximum	89814
Range	34152
Interquartile range (IQR)	10449

Descriptive statistics

Standard deviation	7515.0899
Coefficient of variation (CV)	0.11143246
Kurtosis	0.61599088
Mean	67440.759
Median Absolute Deviation (MAD)	4999
Skewness	0.9042534
Sum	3911564
Variance	56476576
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64927	1	1.6%
82423	1	1.6%
76686	1	1.6%
69335	1	1.6%
69378	1	1.6%
89814	1	1.6%
68165	1	1.6%
74190	1	1.6%
72616	1	1.6%
61622	1	1.6%
Other values (48)	48	77.4%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
55662	1	1.6%
56365	1	1.6%
58095	1	1.6%
58338	1	1.6%
59029	1	1.6%
59249	1	1.6%
59682	1	1.6%
59893	1	1.6%
59908	1	1.6%
60270	1	1.6%

Value	Count	Frequency (%)
89814	1	1.6%
86159	1	1.6%
82423	1	1.6%
82051	1	1.6%
80919	1	1.6%
78192	1	1.6%
76686	1	1.6%
74267	1	1.6%
74190	1	1.6%
74058	1	1.6%

상담건수-전화연결
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	11837.414

Minimum	7832
Maximum	19485
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	7832
5-th percentile	8933.15
Q1	10263
median	11284.5
Q3	12752.75
95-th percentile	16537.4
Maximum	19485
Range	11653
Interquartile range (IQR)	2489.75

Descriptive statistics

Standard deviation	2389.8021
Coefficient of variation (CV)	0.20188549
Kurtosis	1.2578368
Mean	11837.414
Median Absolute Deviation (MAD)	1251
Skewness	1.0940437
Sum	686570
Variance	5711154.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11560	1	1.6%
11366	1	1.6%
10553	1	1.6%
10241	1	1.6%
10007	1	1.6%
8815	1	1.6%
10921	1	1.6%
8269	1	1.6%
9067	1	1.6%
9937	1	1.6%
Other values (48)	48	77.4%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7832	1	1.6%
8269	1	1.6%
8815	1	1.6%
8954	1	1.6%
9067	1	1.6%
9286	1	1.6%
9393	1	1.6%
9468	1	1.6%
9680	1	1.6%
9937	1	1.6%

Value	Count	Frequency (%)
19485	1	1.6%
17516	1	1.6%
17044	1	1.6%
16448	1	1.6%
16380	1	1.6%
15780	1	1.6%
14985	1	1.6%
14921	1	1.6%
13923	1	1.6%
13715	1	1.6%

상담건수-2차이관
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	2642.1207

Minimum	1314
Maximum	5653
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	1314
5-th percentile	1673.6
Q1	2184.5
median	2515.5
Q3	2794
95-th percentile	4239.15
Maximum	5653
Range	4339
Interquartile range (IQR)	609.5

Descriptive statistics

Standard deviation	814.45481
Coefficient of variation (CV)	0.30825799
Kurtosis	5.2136714
Mean	2642.1207
Median Absolute Deviation (MAD)	319
Skewness	1.9323053
Sum	153243
Variance	663336.63
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2643	1	1.6%
3130	1	1.6%
2813	1	1.6%
2729	1	1.6%
2558	1	1.6%
2077	1	1.6%
1897	1	1.6%
1560	1	1.6%
1975	1	1.6%
2366	1	1.6%
Other values (48)	48	77.4%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1314	1	1.6%
1560	1	1.6%
1626	1	1.6%
1682	1	1.6%
1870	1	1.6%
1897	1	1.6%
1960	1	1.6%
1975	1	1.6%
1995	1	1.6%
2014	1	1.6%

Value	Count	Frequency (%)
5653	1	1.6%
5635	1	1.6%
4444	1	1.6%
4203	1	1.6%
3489	1	1.6%
3477	1	1.6%
3376	1	1.6%
3367	1	1.6%
3180	1	1.6%
3132	1	1.6%

상담건수-2차이관-시정
Real number (ℝ)

MISSING

Distinct	52
Distinct (%)	89.7%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	836.72414

Minimum	405
Maximum	1730
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	405
5-th percentile	585.4
Q1	657.75
median	745.5
Q3	956.75
95-th percentile	1355.75
Maximum	1730
Range	1325
Interquartile range (IQR)	299

Descriptive statistics

Standard deviation	266.75508
Coefficient of variation (CV)	0.31880888
Kurtosis	1.2949863
Mean	836.72414
Median Absolute Deviation (MAD)	92.5
Skewness	1.3168934
Sum	48530
Variance	71158.273
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
641	2	3.2%
682	2	3.2%
635	2	3.2%
791	2	3.2%
638	2	3.2%
730	2	3.2%
759	1	1.6%
703	1	1.6%
644	1	1.6%
758	1	1.6%
Other values (42)	42	67.7%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
405	1	1.6%
517	1	1.6%
548	1	1.6%
592	1	1.6%
603	1	1.6%
635	2	3.2%
638	2	3.2%
641	2	3.2%
644	1	1.6%
651	1	1.6%

Value	Count	Frequency (%)
1730	1	1.6%
1389	1	1.6%
1360	1	1.6%
1355	1	1.6%
1318	1	1.6%
1317	1	1.6%
1269	1	1.6%
1210	1	1.6%
1194	1	1.6%
1183	1	1.6%

상담건수-2차이관-상수도
Real number (ℝ)

MISSING

Distinct	54
Distinct (%)	93.1%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	655.2069

Minimum	175
Maximum	3206
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	175
5-th percentile	293.1
Q1	357.25
median	395
Q3	551.25
95-th percentile	1935.8
Maximum	3206
Range	3031
Interquartile range (IQR)	194

Descriptive statistics

Standard deviation	633.61048
Coefficient of variation (CV)	0.96703878
Kurtosis	7.476748
Mean	655.2069
Median Absolute Deviation (MAD)	58.5
Skewness	2.7165004
Sum	38002
Variance	401462.24
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
412	2	3.2%
358	2	3.2%
384	2	3.2%
346	2	3.2%
403	1	1.6%
680	1	1.6%
1085	1	1.6%
608	1	1.6%
479	1	1.6%
452	1	1.6%
Other values (44)	44	71.0%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
175	1	1.6%
284	1	1.6%
288	1	1.6%
294	1	1.6%
314	1	1.6%
322	1	1.6%
333	1	1.6%
337	1	1.6%
339	1	1.6%
346	2	3.2%

Value	Count	Frequency (%)
3206	1	1.6%
3110	1	1.6%
2014	1	1.6%
1922	1	1.6%
1819	1	1.6%
1471	1	1.6%
1445	1	1.6%
1405	1	1.6%
1085	1	1.6%
954	1	1.6%

상담건수-2차이관-구정
Real number (ℝ)

MISSING

Distinct	57
Distinct (%)	98.3%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	1150

Minimum	516
Maximum	1587
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	516
5-th percentile	670.95
Q1	941.5
median	1163
Q3	1397
95-th percentile	1542
Maximum	1587
Range	1071
Interquartile range (IQR)	455.5

Descriptive statistics

Standard deviation	280.99816
Coefficient of variation (CV)	0.24434622
Kurtosis	-0.86656371
Mean	1150
Median Absolute Deviation (MAD)	230
Skewness	-0.28897595
Sum	66700
Variance	78959.965
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1542	2	3.2%
1556	1	1.6%
1401	1	1.6%
1447	1	1.6%
1459	1	1.6%
1347	1	1.6%
1049	1	1.6%
920	1	1.6%
871	1	1.6%
1050	1	1.6%
Other values (47)	47	75.8%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
516	1	1.6%
622	1	1.6%
631	1	1.6%
678	1	1.6%
688	1	1.6%
764	1	1.6%
807	1	1.6%
815	1	1.6%
845	1	1.6%
871	1	1.6%

Value	Count	Frequency (%)
1587	1	1.6%
1556	1	1.6%
1542	2	3.2%
1541	1	1.6%
1502	1	1.6%
1494	1	1.6%
1469	1	1.6%
1466	1	1.6%
1459	1	1.6%
1455	1	1.6%

상담건수-2차이관-구정-미추홀구
Real number (ℝ)

MISSING

Distinct	55
Distinct (%)	94.8%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	389.60345

Minimum	177
Maximum	574
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	177
5-th percentile	261.2
Q1	311.25
median	402.5
Q3	464.5
95-th percentile	537.2
Maximum	574
Range	397
Interquartile range (IQR)	153.25

Descriptive statistics

Standard deviation	95.130924
Coefficient of variation (CV)	0.24417372
Kurtosis	-0.99260298
Mean	389.60345
Median Absolute Deviation (MAD)	80
Skewness	-0.047780353
Sum	22597
Variance	9049.8926
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
453	2	3.2%
281	2	3.2%
316	2	3.2%
434	1	1.6%
467	1	1.6%
484	1	1.6%
457	1	1.6%
334	1	1.6%
272	1	1.6%
286	1	1.6%
Other values (45)	45	72.6%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
177	1	1.6%
227	1	1.6%
251	1	1.6%
263	1	1.6%
266	1	1.6%
272	1	1.6%
277	1	1.6%
281	2	3.2%
286	1	1.6%
287	1	1.6%

Value	Count	Frequency (%)
574	1	1.6%
553	1	1.6%
544	1	1.6%
536	1	1.6%
524	1	1.6%
520	1	1.6%
501	1	1.6%
486	1	1.6%
485	1	1.6%
484	1	1.6%

상담건수-2차이관-구정-부평구
Real number (ℝ)

MISSING

Distinct	51
Distinct (%)	87.9%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	187.24138

Minimum	97
Maximum	293
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	97
5-th percentile	109.8
Q1	150.5
median	182.5
Q3	228.25
95-th percentile	255.45
Maximum	293
Range	196
Interquartile range (IQR)	77.75

Descriptive statistics

Standard deviation	48.11693
Coefficient of variation (CV)	0.25697808
Kurtosis	-0.77564116
Mean	187.24138
Median Absolute Deviation (MAD)	35
Skewness	-0.049475156
Sum	10860
Variance	2315.239
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
150	3	4.8%
179	2	3.2%
244	2	3.2%
208	2	3.2%
136	2	3.2%
169	2	3.2%
238	1	1.6%
152	1	1.6%
123	1	1.6%
149	1	1.6%
Other values (41)	41	66.1%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
97	1	1.6%
101	1	1.6%
103	1	1.6%
111	1	1.6%
112	1	1.6%
113	1	1.6%
116	1	1.6%
123	1	1.6%
136	2	3.2%
143	1	1.6%

Value	Count	Frequency (%)
293	1	1.6%
271	1	1.6%
258	1	1.6%
255	1	1.6%
249	1	1.6%
247	1	1.6%
246	1	1.6%
244	2	3.2%
238	1	1.6%
237	1	1.6%

상담건수-2차이관-구정-연수구
Real number (ℝ)

MISSING

Distinct	51
Distinct (%)	87.9%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	401.32759

Minimum	186
Maximum	568
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	186
5-th percentile	232.2
Q1	360.75
median	408.5
Q3	455.25
95-th percentile	545.45
Maximum	568
Range	382
Interquartile range (IQR)	94.5

Descriptive statistics

Standard deviation	89.927142
Coefficient of variation (CV)	0.22407416
Kurtosis	-0.079213016
Mean	401.32759
Median Absolute Deviation (MAD)	48.5
Skewness	-0.50715128
Sum	23277
Variance	8086.8908
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
474	2	3.2%
396	2	3.2%
329	2	3.2%
425	2	3.2%
449	2	3.2%
404	2	3.2%
429	2	3.2%
443	1	1.6%
431	1	1.6%
430	1	1.6%
Other values (41)	41	66.1%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
186	1	1.6%
219	1	1.6%
222	1	1.6%
234	1	1.6%
240	1	1.6%
246	1	1.6%
249	1	1.6%
287	1	1.6%
294	1	1.6%
303	1	1.6%

Value	Count	Frequency (%)
568	1	1.6%
557	1	1.6%
548	1	1.6%
545	1	1.6%
528	1	1.6%
511	1	1.6%
495	1	1.6%
492	1	1.6%
487	1	1.6%
475	1	1.6%

상담건수-2차이관-구정-동구
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	44.8%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	19.224138

Minimum	0
Maximum	41
Zeros	4
Zeros (%)	6.5%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	14.25
median	18.5
Q3	25.75
95-th percentile	33.75
Maximum	41
Range	41
Interquartile range (IQR)	11.5

Descriptive statistics

Standard deviation	9.2547628
Coefficient of variation (CV)	0.48141367
Kurtosis	0.21439294
Mean	19.224138
Median Absolute Deviation (MAD)	6
Skewness	0.04290166
Sum	1115
Variance	85.650635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
20	5	8.1%
17	5	8.1%
16	5	8.1%
0	4	6.5%
28	4	6.5%
11	3	4.8%
19	3	4.8%
26	3	4.8%
25	3	4.8%
18	2	3.2%
Other values (16)	21	33.9%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	6.5%
6	1	1.6%
8	1	1.6%
10	1	1.6%
11	3	4.8%
12	1	1.6%
13	2	3.2%
14	2	3.2%
15	2	3.2%
16	5	8.1%

Value	Count	Frequency (%)
41	1	1.6%
39	1	1.6%
38	1	1.6%
33	2	3.2%
31	1	1.6%
30	1	1.6%
29	1	1.6%
28	4	6.5%
26	3	4.8%
25	3	4.8%

상담건수-2차이관-구정-남동구
Real number (ℝ)

MISSING ZEROS

Distinct	35
Distinct (%)	60.3%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	152.60345

Minimum	0
Maximum	377
Zeros	19
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	182.5
Q3	243
95-th percentile	339.35
Maximum	377
Range	377
Interquartile range (IQR)	243

Descriptive statistics

Standard deviation	121.20143
Coefficient of variation (CV)	0.79422473
Kurtosis	-1.3060212
Mean	152.60345
Median Absolute Deviation (MAD)	82.5
Skewness	-0.086184762
Sum	8851
Variance	14689.787
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	19	30.6%
197	2	3.2%
319	2	3.2%
221	2	3.2%
347	2	3.2%
227	2	3.2%
180	1	1.6%
141	1	1.6%
80	1	1.6%
106	1	1.6%
Other values (25)	25	40.3%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	30.6%
80	1	1.6%
106	1	1.6%
140	1	1.6%
141	1	1.6%
143	1	1.6%
163	1	1.6%
165	1	1.6%
168	1	1.6%
180	1	1.6%

Value	Count	Frequency (%)
377	1	1.6%
347	2	3.2%
338	1	1.6%
322	1	1.6%
319	2	3.2%
290	1	1.6%
271	1	1.6%
253	1	1.6%
251	1	1.6%
250	1	1.6%

상담만족도
Real number (ℝ)

MISSING

Distinct	13
Distinct (%)	44.8%
Missing	33
Missing (%)	53.2%
Infinite	0
Infinite (%)	0.0%
Mean	97.703448

Minimum	96.8
Maximum	98.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	96.8
5-th percentile	97.2
Q1	97.5
median	97.7
Q3	97.9
95-th percentile	98.16
Maximum	98.3
Range	1.5
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.34172123
Coefficient of variation (CV)	0.003497535
Kurtosis	0.31909063
Mean	97.703448
Median Absolute Deviation (MAD)	0.2
Skewness	-0.6717828
Sum	2833.4
Variance	0.1167734
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
97.9	7	11.3%
97.7	5	8.1%
97.3	3	4.8%
98.0	3	4.8%
97.2	2	3.2%
97.6	2	3.2%
97.4	1	1.6%
98.2	1	1.6%
96.8	1	1.6%
97.5	1	1.6%
Other values (3)	3	4.8%
(Missing)	33	53.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
96.8	1	1.6%
97.2	2	3.2%
97.3	3	4.8%
97.4	1	1.6%
97.5	1	1.6%
97.6	2	3.2%
97.7	5	8.1%
97.8	1	1.6%
97.9	7	11.3%
98.0	3	4.8%

Value	Count	Frequency (%)
98.3	1	1.6%
98.2	1	1.6%
98.1	1	1.6%
98.0	3	4.8%
97.9	7	11.3%
97.8	1	1.6%
97.7	5	8.1%
97.6	2	3.2%
97.5	1	1.6%
97.4	1	1.6%

상담DB보유건수
Real number (ℝ)

MISSING

Distinct	51
Distinct (%)	87.9%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	6908.1034

Minimum	5633
Maximum	10380
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	5633
5-th percentile	5754
Q1	5799
median	6627.5
Q3	7560.5
95-th percentile	9593.7
Maximum	10380
Range	4747
Interquartile range (IQR)	1761.5

Descriptive statistics

Standard deviation	1291.7264
Coefficient of variation (CV)	0.18698712
Kurtosis	0.51028081
Mean	6908.1034
Median Absolute Deviation (MAD)	829.5
Skewness	1.1197418
Sum	400670
Variance	1668557
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5799	3	4.8%
7104	2	3.2%
5798	2	3.2%
5797	2	3.2%
6294	2	3.2%
5809	2	3.2%
5795	1	1.6%
6301	1	1.6%
6296	1	1.6%
6292	1	1.6%
Other values (41)	41	66.1%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5633	1	1.6%
5634	1	1.6%
5635	1	1.6%
5775	1	1.6%
5776	1	1.6%
5781	1	1.6%
5790	1	1.6%
5792	1	1.6%
5794	1	1.6%
5795	1	1.6%

Value	Count	Frequency (%)
10380	1	1.6%
10291	1	1.6%
9779	1	1.6%
9561	1	1.6%
9310	1	1.6%
9300	1	1.6%
8841	1	1.6%
8469	1	1.6%
8111	1	1.6%
8000	1	1.6%

상담유형(계)
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	81903.052

Minimum	67947
Maximum	100706
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	67947
5-th percentile	71497.4
Q1	74537
median	81082.5
Q3	86546.75
95-th percentile	96977.5
Maximum	100706
Range	32759
Interquartile range (IQR)	12009.75

Descriptive statistics

Standard deviation	8373.1775
Coefficient of variation (CV)	0.10223279
Kurtosis	-0.58451172
Mean	81903.052
Median Absolute Deviation (MAD)	6472.5
Skewness	0.46939669
Sum	4750377
Variance	70110101
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79130	1	1.6%
96919	1	1.6%
90052	1	1.6%
82305	1	1.6%
81943	1	1.6%
100706	1	1.6%
80983	1	1.6%
84019	1	1.6%
83658	1	1.6%
73925	1	1.6%
Other values (48)	48	77.4%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
67947	1	1.6%
68456	1	1.6%
69250	1	1.6%
71894	1	1.6%
72089	1	1.6%
72136	1	1.6%
72167	1	1.6%
72461	1	1.6%
72637	1	1.6%
73652	1	1.6%

Value	Count	Frequency (%)
100706	1	1.6%
98416	1	1.6%
97309	1	1.6%
96919	1	1.6%
96850	1	1.6%
96177	1	1.6%
93345	1	1.6%
93188	1	1.6%
92965	1	1.6%
92433	1	1.6%

상담유형-교통
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	10470.828

Minimum	6495
Maximum	16419
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	6495
5-th percentile	7707.6
Q1	9707.5
median	10678
Q3	11492.75
95-th percentile	12385.1
Maximum	16419
Range	9924
Interquartile range (IQR)	1785.25

Descriptive statistics

Standard deviation	1645.8932
Coefficient of variation (CV)	0.15718845
Kurtosis	2.3898468
Mean	10470.828
Median Absolute Deviation (MAD)	836
Skewness	0.15563388
Sum	607308
Variance	2708964.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11105	1	1.6%
9855	1	1.6%
10161	1	1.6%
10936	1	1.6%
11073	1	1.6%
8519	1	1.6%
8682	1	1.6%
7286	1	1.6%
9046	1	1.6%
10763	1	1.6%
Other values (48)	48	77.4%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6495	1	1.6%
6641	1	1.6%
7286	1	1.6%
7782	1	1.6%
7855	1	1.6%
8294	1	1.6%
8519	1	1.6%
8682	1	1.6%
8826	1	1.6%
8887	1	1.6%

Value	Count	Frequency (%)
16419	1	1.6%
12759	1	1.6%
12550	1	1.6%
12356	1	1.6%
12305	1	1.6%
11928	1	1.6%
11912	1	1.6%
11890	1	1.6%
11804	1	1.6%
11742	1	1.6%

상담유형-복지_건강_재산
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	17958.276

Minimum	8621
Maximum	44450
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	8621
5-th percentile	10197.5
Q1	11837.5
median	15642
Q3	21860
95-th percentile	35170.7
Maximum	44450
Range	35829
Interquartile range (IQR)	10022.5

Descriptive statistics

Standard deviation	8050.1066
Coefficient of variation (CV)	0.44826723
Kurtosis	2.1411633
Mean	17958.276
Median Absolute Deviation (MAD)	4382.5
Skewness	1.4864339
Sum	1041580
Variance	64804217
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15573	1	1.6%
27606	1	1.6%
24832	1	1.6%
17339	1	1.6%
17371	1	1.6%
44450	1	1.6%
28004	1	1.6%
34661	1	1.6%
27782	1	1.6%
16185	1	1.6%
Other values (48)	48	77.4%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8621	1	1.6%
10030	1	1.6%
10104	1	1.6%
10214	1	1.6%
10270	1	1.6%
10337	1	1.6%
10398	1	1.6%
10861	1	1.6%
11002	1	1.6%
11209	1	1.6%

Value	Count	Frequency (%)
44450	1	1.6%
41504	1	1.6%
38059	1	1.6%
34661	1	1.6%
28822	1	1.6%
28004	1	1.6%
27782	1	1.6%
27606	1	1.6%
25062	1	1.6%
24832	1	1.6%

상담유형-환경
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	8164.2414

Minimum	5005
Maximum	14090
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	5005
5-th percentile	5912.1
Q1	7169.25
median	8087.5
Q3	9082.25
95-th percentile	10255.1
Maximum	14090
Range	9085
Interquartile range (IQR)	1913

Descriptive statistics

Standard deviation	1564.1165
Coefficient of variation (CV)	0.19158136
Kurtosis	2.5570394
Mean	8164.2414
Median Absolute Deviation (MAD)	986
Skewness	0.77732561
Sum	473526
Variance	2446460.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9225	1	1.6%
8423	1	1.6%
7719	1	1.6%
8072	1	1.6%
7710	1	1.6%
6434	1	1.6%
6231	1	1.6%
5414	1	1.6%
6192	1	1.6%
6922	1	1.6%
Other values (48)	48	77.4%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5005	1	1.6%
5266	1	1.6%
5414	1	1.6%
6000	1	1.6%
6192	1	1.6%
6231	1	1.6%
6242	1	1.6%
6396	1	1.6%
6434	1	1.6%
6742	1	1.6%

Value	Count	Frequency (%)
14090	1	1.6%
11283	1	1.6%
10471	1	1.6%
10217	1	1.6%
10004	1	1.6%
10001	1	1.6%
9989	1	1.6%
9932	1	1.6%
9580	1	1.6%
9449	1	1.6%

상담유형-경제_문화
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	2827.9138

Minimum	1498
Maximum	6539
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	1498
5-th percentile	1833.4
Q1	2515.25
median	2781.5
Q3	3031.75
95-th percentile	3741.05
Maximum	6539
Range	5041
Interquartile range (IQR)	516.5

Descriptive statistics

Standard deviation	750.66341
Coefficient of variation (CV)	0.26544777
Kurtosis	10.47862
Mean	2827.9138
Median Absolute Deviation (MAD)	257.5
Skewness	2.3539686
Sum	164019
Variance	563495.55
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2814	1	1.6%
3330	1	1.6%
3468	1	1.6%
2587	1	1.6%
2834	1	1.6%
3866	1	1.6%
2955	1	1.6%
2636	1	1.6%
2262	1	1.6%
2549	1	1.6%
Other values (48)	48	77.4%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1498	1	1.6%
1513	1	1.6%
1830	1	1.6%
1834	1	1.6%
2069	1	1.6%
2071	1	1.6%
2116	1	1.6%
2222	1	1.6%
2262	1	1.6%
2269	1	1.6%

Value	Count	Frequency (%)
6539	1	1.6%
4961	1	1.6%
3866	1	1.6%
3719	1	1.6%
3468	1	1.6%
3392	1	1.6%
3378	1	1.6%
3330	1	1.6%
3253	1	1.6%
3248	1	1.6%

상담유형-상수도
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	30710.879

Minimum	25357
Maximum	39854
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	25357
5-th percentile	26359
Q1	28047
median	30070
Q3	32360.75
95-th percentile	37853.5
Maximum	39854
Range	14497
Interquartile range (IQR)	4313.75

Descriptive statistics

Standard deviation	3386.271
Coefficient of variation (CV)	0.11026291
Kurtosis	0.25312996
Mean	30710.879
Median Absolute Deviation (MAD)	2222.5
Skewness	0.73478281
Sum	1781231
Variance	11466831
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29540	1	1.6%
35311	1	1.6%
32139	1	1.6%
31558	1	1.6%
31030	1	1.6%
27853	1	1.6%
25357	1	1.6%
25594	1	1.6%
27686	1	1.6%
27134	1	1.6%
Other values (48)	48	77.4%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25357	1	1.6%
25407	1	1.6%
25594	1	1.6%
26494	1	1.6%
26567	1	1.6%
26585	1	1.6%
26652	1	1.6%
27134	1	1.6%
27526	1	1.6%
27686	1	1.6%

Value	Count	Frequency (%)
39854	1	1.6%
38280	1	1.6%
38117	1	1.6%
37807	1	1.6%
36664	1	1.6%
36078	1	1.6%
35311	1	1.6%
34077	1	1.6%
33649	1	1.6%
33522	1	1.6%

상담유형-기타
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	11788.155

Minimum	8428
Maximum	14827
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	690.0 B

Quantile statistics

Minimum	8428
5-th percentile	9790.55
Q1	10897.75
median	11781
Q3	12589.75
95-th percentile	13807.15
Maximum	14827
Range	6399
Interquartile range (IQR)	1692

Descriptive statistics

Standard deviation	1269.3685
Coefficient of variation (CV)	0.10768169
Kurtosis	0.16987779
Mean	11788.155
Median Absolute Deviation (MAD)	831.5
Skewness	0.064594263
Sum	683713
Variance	1611296.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10873	1	1.6%
12394	1	1.6%
11733	1	1.6%
11813	1	1.6%
11925	1	1.6%
9584	1	1.6%
9754	1	1.6%
8428	1	1.6%
10690	1	1.6%
10372	1	1.6%
Other values (48)	48	77.4%
(Missing)	4	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8428	1	1.6%
9584	1	1.6%
9754	1	1.6%
9797	1	1.6%
9973	1	1.6%
10372	1	1.6%
10507	1	1.6%
10531	1	1.6%
10571	1	1.6%
10636	1	1.6%

Value	Count	Frequency (%)
14827	1	1.6%
14568	1	1.6%
14080	1	1.6%
13759	1	1.6%
13565	1	1.6%
13542	1	1.6%
13522	1	1.6%
13162	1	1.6%
13014	1	1.6%
12884	1	1.6%

First rows
Last rows

	날짜	상담채널-전화(요청호)	상담채널-문자	상담채널-예약호	상담채널-인터넷	상담채널-SNS	통화성공률	서비스레벨	상담건수(계)	상담건수-1차처리	상담건수-전화연결	상담건수-2차이관	상담건수-2차이관-시정	상담건수-2차이관-상수도	상담건수-2차이관-구정	상담건수-2차이관-구정-미추홀구	상담건수-2차이관-구정-부평구	상담건수-2차이관-구정-연수구	상담건수-2차이관-구정-동구	상담만족도	상담DB보유건수	상담유형(계)	상담유형-교통	상담유형-복지_건강_재산	상담유형-환경	상담유형-경제_문화	상담유형-상수도	상담유형-기타
0	2018-12-31	67358	1401	3	11	<NA>	97.4	91.2	72136	58095	10665	3376	1124	1445	807	419	169	219	0	97.2	9561	72136	9660	10861	6242	1498	32126	11749
1	2019-01-31	74276	1719	2	11	<NA>	97.5	90.2	79740	62971	13280	3489	1039	1819	631	266	116	249	0	97.4	9310	79740	9850	15368	7936	1830	32377	12379
2	2019-02-28	75295	1678	2	17	6	86.4	64.7	72089	61153	7832	3104	1183	1405	516	227	103	186	0	97.9	10380	72089	7855	8621	14090	1513	29479	10531
3	2019-03-31	72746	1746	10	31	3	94.84	80.78	77116	63310	10329	3477	1318	1471	688	298	150	240	0	97.6	10291	77116	10224	10214	9091	1834	34077	11676
4	2019-04-30	76933	1498	12	34	0	96.06	84.16	82382	66555	11624	4203	1317	2014	872	405	207	234	26	98.2	9779	82382	10973	11218	8952	2554	36078	12607
5	2019-05-31	84928	1834	15	13	3	95.28	82.4	90235	72108	12492	5635	1389	3110	1136	480	255	373	28	97.7	9300	90235	11890	12997	9989	2999	38280	14080
6	2019-06-30	86590	1749	1	32	3	87.87	61.39	84375	66516	12206	5653	1210	3206	1237	449	293	456	39	97.9	8841	84375	11542	10337	8247	3248	38117	12884
7	2019-07-31	96060	1418	17	15	4	92.85	77.21	98416	78192	15780	4444	1355	1922	1167	448	238	440	41	96.8	8469	98416	16419	11456	9580	6539	39854	14568
8	2019-08-31	91191	1408	8	18	0	84.37	62.41	84847	69907	11760	3180	1360	661	1159	400	246	487	26	97.3	8111	84847	11169	10270	8241	4961	36664	13542
9	2019-09-30	80395	1264	6	9	0	89.53	68.75	79134	63801	12719	2614	1194	454	966	373	177	388	28	97.5	8000	79134	12759	10030	9056	3719	30048	13522

	날짜	상담채널-전화(요청호)	상담채널-문자	상담채널-예약호	상담채널-인터넷	상담채널-SNS	통화성공률	서비스레벨	상담건수(계)	상담건수-1차처리	상담건수-전화연결	상담건수-2차이관	상담건수-2차이관-시정	상담건수-2차이관-상수도	상담건수-2차이관-구정	상담건수-2차이관-구정-미추홀구	상담건수-2차이관-구정-부평구	상담건수-2차이관-구정-연수구	상담건수-2차이관-구정-동구	상담건수-2차이관-구정-남동구	상담만족도	상담DB보유건수	상담유형(계)	상담유형-교통	상담유형-복지_건강_재산	상담유형-환경	상담유형-경제_문화	상담유형-상수도	상담유형-기타
52	2023-04-30	60493	1690	0	77	0	96.79	93.42	67947	56365	9393	2189	635	346	1208	466	181	370	11	180	<NA>	5799	67947	11364	10104	7028	2377	26567	10507
53	2023-05-31	70746	1780	0	5	0	95.11	88.38	78240	65155	10518	2567	730	389	1448	536	244	429	17	222	<NA>	5798	78240	11928	11826	7852	2933	31291	12410
54	2023-06-30	66884	1761	0	9	0	95.64	92.11	74464	60652	11303	2509	682	358	1469	574	198	429	15	253	<NA>	5799	74464	11742	12451	8119	2504	27729	11919
55	2023-07-31	70194	1886	0	6	0	95.32	91.75	77228	62482	12252	2494	682	357	1455	524	233	453	18	227	<NA>	5633	77228	12550	14859	8087	2372	27526	11834
56	2023-08-31	64985	1684	0	4	0	96.43	93.92	72637	59249	10816	2572	672	358	1542	544	232	528	17	221	<NA>	5634	72637	12305	12267	7545	2591	26652	11277
57	2023-09-30	62172	1619	0	4	0	95.0	89.76	68456	55662	10060	2734	641	552	1541	553	214	545	14	215	<NA>	5635	68456	11543	11209	6924	2737	25407	10636
58	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
59	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
60	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
61	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Most frequently occurring

	날짜	상담채널-전화(요청호)	상담채널-문자	상담채널-예약호	상담채널-인터넷	상담채널-SNS	통화성공률	서비스레벨	상담건수(계)	상담건수-1차처리	상담건수-전화연결	상담건수-2차이관	상담건수-2차이관-시정	상담건수-2차이관-상수도	상담건수-2차이관-구정	상담건수-2차이관-구정-미추홀구	상담건수-2차이관-구정-부평구	상담건수-2차이관-구정-연수구	상담건수-2차이관-구정-동구	상담건수-2차이관-구정-남동구	상담만족도	상담DB보유건수	상담유형(계)	상담유형-교통	상담유형-복지_건강_재산	상담유형-환경	상담유형-경제_문화	상담유형-상수도	상담유형-기타	# duplicates
0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	4

Overview

Variables

Sample

Duplicate rows

Most frequently occurring