gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.2 MiB
Average record size in memory	124.0 B

Variable types

Numeric	12
Categorical	1

Dataset

Description	해당 데이터는 경기도 수원시의 일평균 유동인구 데이터로 격자정보, 성별 인구 수, 연령대별 인구 수 데이터를 포함합니다.
Author	경기도 수원시
URL	https://www.data.go.kr/data/15096300/fileData.do

Alerts

`데이터기준일자` has constant value ""	Constant
`격자 id 번호` is highly overall correlated with `좌측 격자 위치` and 1 other fields	High correlation
`좌측 격자 위치` is highly overall correlated with `격자 id 번호` and 1 other fields	High correlation
`상단 격자 위치` is highly overall correlated with `하단 격자 위치`	High correlation
`우측 격자 위치` is highly overall correlated with `격자 id 번호` and 1 other fields	High correlation
`하단 격자 위치` is highly overall correlated with `상단 격자 위치`	High correlation
`일평균 유동인구` is highly overall correlated with `일평균 남성 유동인구` and 5 other fields	High correlation
`일평균 남성 유동인구` is highly overall correlated with `일평균 유동인구` and 5 other fields	High correlation
`일평균 여성 유동인구` is highly overall correlated with `일평균 유동인구` and 5 other fields	High correlation
`0세_20세 미만 일평균 유동인구` is highly overall correlated with `일평균 유동인구` and 5 other fields	High correlation
`20세_40세 미만 일평균 유동인구` is highly overall correlated with `일평균 유동인구` and 5 other fields	High correlation
`40세_65세 미만 일평균 유동인구` is highly overall correlated with `일평균 유동인구` and 5 other fields	High correlation
`65세 이상 일평균 유동인구` is highly overall correlated with `일평균 유동인구` and 5 other fields	High correlation
`격자 id 번호` has unique values	Unique

Reproduction

Analysis started	2023-12-12 20:53:25.568896
Analysis finished	2023-12-12 20:53:46.892930
Duration	21.32 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

격자 id 번호
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9869.6797

Minimum	73
Maximum	19804
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	73
5-th percentile	2280.95
Q1	6156.75
median	10129.5
Q3	13444.25
95-th percentile	17318.1
Maximum	19804
Range	19731
Interquartile range (IQR)	7287.5

Descriptive statistics

Standard deviation	4624.3195
Coefficient of variation (CV)	0.46853795
Kurtosis	-0.87689447
Mean	9869.6797
Median Absolute Deviation (MAD)	3680
Skewness	-0.011966234
Sum	98696797
Variance	21384331
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11274	1	< 0.1%
15366	1	< 0.1%
10360	1	< 0.1%
6137	1	< 0.1%
3951	1	< 0.1%
6737	1	< 0.1%
16081	1	< 0.1%
12050	1	< 0.1%
6305	1	< 0.1%
11570	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
73	1	< 0.1%
74	1	< 0.1%
75	1	< 0.1%
76	1	< 0.1%
77	1	< 0.1%
78	1	< 0.1%
79	1	< 0.1%
81	1	< 0.1%
82	1	< 0.1%
84	1	< 0.1%

Value	Count	Frequency (%)
19804	1	< 0.1%
19796	1	< 0.1%
19795	1	< 0.1%
19794	1	< 0.1%
19793	1	< 0.1%
19792	1	< 0.1%
19667	1	< 0.1%
19666	1	< 0.1%
19665	1	< 0.1%
19663	1	< 0.1%

좌측 격자 위치
Real number (ℝ)

HIGH CORRELATION

Distinct	144
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	312171.88

Minimum	305077
Maximum	319377
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	305077
5-th percentile	306677
Q1	309477
median	312377
Q3	314777
95-th percentile	317577
Maximum	319377
Range	14300
Interquartile range (IQR)	5300

Descriptive statistics

Standard deviation	3349.6767
Coefficient of variation (CV)	0.010730232
Kurtosis	-0.87724263
Mean	312171.88
Median Absolute Deviation (MAD)	2700
Skewness	-0.014536487
Sum	3.1217188 × 10⁹
Variance	11220334
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
312877	126	1.3%
312977	121	1.2%
313377	121	1.2%
313277	119	1.2%
313077	118	1.2%
312677	117	1.2%
313477	115	1.1%
312777	114	1.1%
313177	111	1.1%
308977	108	1.1%
Other values (134)	8830	88.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
305077	12	0.1%
305177	19	0.2%
305277	22	0.2%
305377	22	0.2%
305477	21	0.2%
305577	31	0.3%
305677	31	0.3%
305777	30	0.3%
305877	31	0.3%
305977	32	0.3%

Value	Count	Frequency (%)
319377	6	0.1%
319277	12	0.1%
319177	14	0.1%
319077	17	0.2%
318977	19	0.2%
318877	25	0.2%
318777	26	0.3%
318677	32	0.3%
318577	35	0.4%
318477	31	0.3%

상단 격자 위치
Real number (ℝ)

HIGH CORRELATION

Distinct	137
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	520093.47

Minimum	514268
Maximum	527868
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	514268
5-th percentile	515668
Q1	517868
median	519968
Q3	522168
95-th percentile	525068
Maximum	527868
Range	13600
Interquartile range (IQR)	4300

Descriptive statistics

Standard deviation	2887.0628
Coefficient of variation (CV)	0.0055510461
Kurtosis	-0.59808607
Mean	520093.47
Median Absolute Deviation (MAD)	2100
Skewness	0.25399606
Sum	5.2009347 × 10⁹
Variance	8335131.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
518768	127	1.3%
521468	127	1.3%
518568	127	1.3%
518668	124	1.2%
518268	124	1.2%
521668	124	1.2%
521768	123	1.2%
518468	123	1.2%
521568	123	1.2%
518368	122	1.2%
Other values (127)	8756	87.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
514268	4	< 0.1%
514368	13	0.1%
514468	11	0.1%
514568	13	0.1%
514668	10	0.1%
514768	15	0.1%
514868	28	0.3%
514968	33	0.3%
515068	42	0.4%
515168	57	0.6%

Value	Count	Frequency (%)
527868	2	< 0.1%
527768	6	0.1%
527668	8	0.1%
527568	7	0.1%
527468	9	0.1%
527368	10	0.1%
527268	15	0.1%
527168	19	0.2%
527068	17	0.2%
526968	17	0.2%

우측 격자 위치
Real number (ℝ)

HIGH CORRELATION

Distinct	144
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	312271.88

Minimum	305177
Maximum	319477
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	305177
5-th percentile	306777
Q1	309577
median	312477
Q3	314877
95-th percentile	317677
Maximum	319477
Range	14300
Interquartile range (IQR)	5300

Descriptive statistics

Standard deviation	3349.6767
Coefficient of variation (CV)	0.010726796
Kurtosis	-0.87724263
Mean	312271.88
Median Absolute Deviation (MAD)	2700
Skewness	-0.014536487
Sum	3.1227188 × 10⁹
Variance	11220334
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
312977	126	1.3%
313077	121	1.2%
313477	121	1.2%
313377	119	1.2%
313177	118	1.2%
312777	117	1.2%
313577	115	1.1%
312877	114	1.1%
313277	111	1.1%
309077	108	1.1%
Other values (134)	8830	88.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
305177	12	0.1%
305277	19	0.2%
305377	22	0.2%
305477	22	0.2%
305577	21	0.2%
305677	31	0.3%
305777	31	0.3%
305877	30	0.3%
305977	31	0.3%
306077	32	0.3%

Value	Count	Frequency (%)
319477	6	0.1%
319377	12	0.1%
319277	14	0.1%
319177	17	0.2%
319077	19	0.2%
318977	25	0.2%
318877	26	0.3%
318777	32	0.3%
318677	35	0.4%
318577	31	0.3%

하단 격자 위치
Real number (ℝ)

HIGH CORRELATION

Distinct	137
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	519993.47

Minimum	514168
Maximum	527768
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	514168
5-th percentile	515568
Q1	517768
median	519868
Q3	522068
95-th percentile	524968
Maximum	527768
Range	13600
Interquartile range (IQR)	4300

Descriptive statistics

Standard deviation	2887.0628
Coefficient of variation (CV)	0.0055521136
Kurtosis	-0.59808607
Mean	519993.47
Median Absolute Deviation (MAD)	2100
Skewness	0.25399606
Sum	5.1999347 × 10⁹
Variance	8335131.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
518668	127	1.3%
521368	127	1.3%
518468	127	1.3%
518568	124	1.2%
518168	124	1.2%
521568	124	1.2%
521668	123	1.2%
518368	123	1.2%
521468	123	1.2%
518268	122	1.2%
Other values (127)	8756	87.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
514168	4	< 0.1%
514268	13	0.1%
514368	11	0.1%
514468	13	0.1%
514568	10	0.1%
514668	15	0.1%
514768	28	0.3%
514868	33	0.3%
514968	42	0.4%
515068	57	0.6%

Value	Count	Frequency (%)
527768	2	< 0.1%
527668	6	0.1%
527568	8	0.1%
527468	7	0.1%
527368	9	0.1%
527268	10	0.1%
527168	15	0.1%
527068	19	0.2%
526968	17	0.2%
526868	17	0.2%

일평균 유동인구
Real number (ℝ)

HIGH CORRELATION

Distinct	9445
Distinct (%)	94.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	639.86527

Minimum	1
Maximum	44293.321
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	6.112
Q1	55.424672
median	260.75498
Q3	782.59249
95-th percentile	2213.6745
Maximum	44293.321
Range	44292.321
Interquartile range (IQR)	727.16781

Descriptive statistics

Standard deviation	1341.6337
Coefficient of variation (CV)	2.096744
Kurtosis	224.06973
Mean	639.86527
Median Absolute Deviation (MAD)	240.55916
Skewness	10.99815
Sum	6398652.7
Variance	1799980.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.071428572	59	0.6%
20.1958209	57	0.6%
7.045	47	0.5%
6.112	38	0.4%
26.14117647	32	0.3%
13.07058824	13	0.1%
6.022857144	10	0.1%
10.24923077	10	0.1%
1.085	9	0.1%
319.0951912	9	0.1%
Other values (9435)	9716	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.0	6	0.1%
1.01	4	< 0.1%
1.02	3	< 0.1%
1.025	1	< 0.1%
1.03	2	< 0.1%
1.035	3	< 0.1%
1.036666667	1	< 0.1%
1.04	1	< 0.1%
1.046	1	< 0.1%
1.05	1	< 0.1%

Value	Count	Frequency (%)
44293.32052	1	< 0.1%
35012.94246	1	< 0.1%
25254.28528	1	< 0.1%
24299.1644	1	< 0.1%
23702.18779	1	< 0.1%
23328.2129	1	< 0.1%
21763.16489	1	< 0.1%
18088.25167	1	< 0.1%
17718.54538	1	< 0.1%
17085.45314	1	< 0.1%

일평균 남성 유동인구
Real number (ℝ)

HIGH CORRELATION

Distinct	9445
Distinct (%)	94.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	331.31112

Minimum	0.34428571
Maximum	21596.663
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.34428571
5-th percentile	3.5383145
Q1	31.208007
median	135.1159
Q3	397.6154
95-th percentile	1148.3177
Maximum	21596.663
Range	21596.319
Interquartile range (IQR)	366.40739

Descriptive statistics

Standard deviation	696.84765
Coefficient of variation (CV)	2.103303
Kurtosis	195.57647
Mean	331.31112
Median Absolute Deviation (MAD)	123.41807
Skewness	10.466248
Sum	3313111.2
Variance	485596.65
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.257142856	59	0.6%
10.55402985	57	0.6%
4.435	47	0.5%
3.256	38	0.4%
13.5794958	32	0.3%
6.7897479	13	0.1%
5.514285716	10	0.1%
5.36	10	0.1%
163.3389071	9	0.1%
90.65311476	9	0.1%
Other values (9435)	9716	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.344285714	1	< 0.1%
0.48	1	< 0.1%
0.51	1	< 0.1%
0.52	3	< 0.1%
0.5775	1	< 0.1%
0.585	1	< 0.1%
0.586	1	< 0.1%
0.59	1	< 0.1%
0.596666667	1	< 0.1%
0.6	1	< 0.1%

Value	Count	Frequency (%)
21596.66333	1	< 0.1%
17032.64986	1	< 0.1%
14782.80448	1	< 0.1%
12885.22243	1	< 0.1%
12284.22661	1	< 0.1%
11354.26303	1	< 0.1%
9975.088279	1	< 0.1%
9426.277786	1	< 0.1%
9193.894671	1	< 0.1%
8928.252268	1	< 0.1%

일평균 여성 유동인구
Real number (ℝ)

HIGH CORRELATION

Distinct	9434
Distinct (%)	94.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	308.55415

Minimum	0
Maximum	22696.657
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.142
Q1	23.974298
median	121.18525
Q3	382.40843
95-th percentile	1074.5859
Maximum	22696.657
Range	22696.657
Interquartile range (IQR)	358.43413

Descriptive statistics

Standard deviation	656.23885
Coefficient of variation (CV)	2.1268191
Kurtosis	261.80838
Mean	308.55415
Median Absolute Deviation (MAD)	113.82827
Skewness	11.775255
Sum	3085541.5
Variance	430649.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.814285716	59	0.6%
9.641791044	57	0.6%
2.61	47	0.5%
2.856	39	0.4%
12.56168067	33	0.3%
6.280840336	13	0.1%
4.889230768	10	0.1%
0.47	10	0.1%
0.508571428	10	0.1%
88.53836064	9	0.1%
Other values (9424)	9713	97.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	< 0.1%
0.01	1	< 0.1%
0.075068493	1	< 0.1%
0.1	1	< 0.1%
0.100645162	1	< 0.1%
0.123333333	2	< 0.1%
0.1390625	1	< 0.1%
0.150967743	1	< 0.1%
0.170967743	1	< 0.1%
0.1825	1	< 0.1%

Value	Count	Frequency (%)
22696.65719	1	< 0.1%
17980.2926	1	< 0.1%
14324.07612	1	< 0.1%
12970.05866	1	< 0.1%
11973.94986	1	< 0.1%
9241.498169	1	< 0.1%
8919.383305	1	< 0.1%
8877.942459	1	< 0.1%
8790.293116	1	< 0.1%
8062.317486	1	< 0.1%

0세_20세 미만 일평균 유동인구
Real number (ℝ)

HIGH CORRELATION

Distinct	9333
Distinct (%)	93.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.677341

Minimum	0
Maximum	3950.9463
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.10664709
Q1	2.7046672
median	16.819636
Q3	57.950129
95-th percentile	187.72342
Maximum	3950.9463
Range	3950.9463
Interquartile range (IQR)	55.245461

Descriptive statistics

Standard deviation	109.29847
Coefficient of variation (CV)	2.2001674
Kurtosis	245.69041
Mean	49.677341
Median Absolute Deviation (MAD)	16.268263
Skewness	10.918615
Sum	496773.41
Variance	11946.155
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.06	69	0.7%
0.05	57	0.6%
0.344477612	57	0.6%
0.136	41	0.4%
0.305882352	34	0.3%
0.04	32	0.3%
0.152941176	13	0.1%
0.08	13	0.1%
0.03	13	0.1%
0.025	10	0.1%
Other values (9323)	9661	96.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4	< 0.1%
8.44e-05	1	< 0.1%
0.003333333	2	< 0.1%
0.004	1	< 0.1%
0.005	4	< 0.1%
0.009999999	2	< 0.1%
0.01	8	0.1%
0.010727273	1	< 0.1%
0.0109375	1	< 0.1%
0.011891892	1	< 0.1%

Value	Count	Frequency (%)
3950.946284	1	< 0.1%
2698.766476	1	< 0.1%
1946.447432	1	< 0.1%
1796.327978	1	< 0.1%
1656.003333	1	< 0.1%
1621.94306	1	< 0.1%
1478.113087	1	< 0.1%
1386.56235	1	< 0.1%
1330.528907	1	< 0.1%
1312.263853	1	< 0.1%

20세_40세 미만 일평균 유동인구
Real number (ℝ)

HIGH CORRELATION

Distinct	9431
Distinct (%)	94.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	258.27229

Minimum	0.15
Maximum	18900.091
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.15
5-th percentile	1.5057143
Q1	20.743201
median	95.229836
Q3	288.12494
95-th percentile	892.52579
Maximum	18900.091
Range	18899.941
Interquartile range (IQR)	267.38174

Descriptive statistics

Standard deviation	611.24198
Coefficient of variation (CV)	2.3666572
Kurtosis	223.78048
Mean	258.27229
Median Absolute Deviation (MAD)	89.308109
Skewness	11.446566
Sum	2582722.9
Variance	373616.76
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.505714284	59	0.6%
4.349253732	57	0.6%
1.215	47	0.5%
1.368	41	0.4%
3.924033612	34	0.3%
1.962016806	13	0.1%
4.588571428	10	0.1%
3.295384616	10	0.1%
0.325	10	0.1%
51.45693988	9	0.1%
Other values (9421)	9710	97.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.15	1	< 0.1%
0.155	3	< 0.1%
0.2175	1	< 0.1%
0.22	1	< 0.1%
0.24	1	< 0.1%
0.245	1	< 0.1%
0.25	1	< 0.1%
0.26625	1	< 0.1%
0.274545455	1	< 0.1%
0.286	1	< 0.1%

Value	Count	Frequency (%)
18900.09104	1	< 0.1%
16307.29924	1	< 0.1%
13249.47339	1	< 0.1%
12390.24997	1	< 0.1%
11762.15074	1	< 0.1%
10848.90719	1	< 0.1%
9875.943879	1	< 0.1%
8089.279207	1	< 0.1%
7994.564317	1	< 0.1%
7754.935355	1	< 0.1%

40세_65세 미만 일평균 유동인구
Real number (ℝ)

HIGH CORRELATION

Distinct	9435
Distinct (%)	94.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	279.83769

Minimum	0.2
Maximum	18193.205
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.2
5-th percentile	3.329403
Q1	25.431565
median	115.71492
Q3	350.43038
95-th percentile	971.57689
Maximum	18193.205
Range	18193.005
Interquartile range (IQR)	324.99882

Descriptive statistics

Standard deviation	562.2058
Coefficient of variation (CV)	2.0090425
Kurtosis	207.55535
Mean	279.83769
Median Absolute Deviation (MAD)	105.46969
Skewness	10.510567
Sum	2798376.9
Variance	316075.36
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.56	59	0.6%
13.31761194	57	0.6%
5.15	47	0.5%
3.96	38	0.4%
17.93613445	32	0.3%
8.968067226	13	0.1%
4.57846154	10	0.1%
1.171428572	10	0.1%
117.5462295	9	0.1%
84.65322404	9	0.1%
Other values (9425)	9716	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	1	< 0.1%
0.34	1	< 0.1%
0.386666667	2	< 0.1%
0.410560748	1	< 0.1%
0.411666667	1	< 0.1%
0.42	2	< 0.1%
0.43	1	< 0.1%
0.47	1	< 0.1%
0.475714286	1	< 0.1%
0.48	4	< 0.1%

Value	Count	Frequency (%)
18193.20541	1	< 0.1%
14288.48973	1	< 0.1%
11069.0115	1	< 0.1%
10306.18279	1	< 0.1%
9532.144481	1	< 0.1%
8853.066311	1	< 0.1%
8051.301284	1	< 0.1%
7843.437268	1	< 0.1%
7103.277513	1	< 0.1%
7022.0394	1	< 0.1%

65세 이상 일평균 유동인구
Real number (ℝ)

HIGH CORRELATION

Distinct	9361
Distinct (%)	93.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.077945

Minimum	0
Maximum	3249.0778
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.44200327
Q1	3.6887832
median	19.993593
Q3	65.508675
95-th percentile	197.76058
Maximum	3249.0778
Range	3249.0778
Interquartile range (IQR)	61.819892

Descriptive statistics

Standard deviation	95.16946
Coefficient of variation (CV)	1.8274427
Kurtosis	168.46666
Mean	52.077945
Median Absolute Deviation (MAD)	18.792202
Skewness	8.3477754
Sum	520779.45
Variance	9057.2261
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.945714284	59	0.6%
2.184477612	57	0.6%
0.63	48	0.5%
0.648	41	0.4%
3.975126052	33	0.3%
1.987563026	13	0.1%
0.148571428	10	0.1%
1.024615384	10	0.1%
0.06	9	0.1%
0.1275	9	0.1%
Other values (9351)	9711	97.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	< 0.1%
0.000126582	1	< 0.1%
0.016849315	1	< 0.1%
0.02	4	< 0.1%
0.022897196	1	< 0.1%
0.025714286	1	< 0.1%
0.02962963	1	< 0.1%
0.03	1	< 0.1%
0.034603175	1	< 0.1%
0.0375	1	< 0.1%

Value	Count	Frequency (%)
3249.077787	1	< 0.1%
1718.387022	1	< 0.1%
1444.968552	1	< 0.1%
1367.349372	1	< 0.1%
1239.504317	1	< 0.1%
1168.186339	1	< 0.1%
1150.833251	1	< 0.1%
1102.088661	1	< 0.1%
1089.663306	1	< 0.1%
1039.64418	1	< 0.1%

데이터기준일자
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2021-11-30	10000

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021-11-30
2nd row	2021-11-30
3rd row	2021-11-30
4th row	2021-11-30
5th row	2021-11-30

Common Values

Value	Count	Frequency (%)
2021-11-30	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021-11-30	10000	100.0%

Phik (φk)
Auto

Heatmap
Table

	격자 id 번호	좌측 격자 위치	상단 격자 위치	우측 격자 위치	하단 격자 위치	일평균 유동인구	일평균 남성 유동인구	일평균 여성 유동인구	0세_20세 미만 일평균 유동인구	20세_40세 미만 일평균 유동인구	40세_65세 미만 일평균 유동인구	65세 이상 일평균 유동인구
격자 id 번호	1.000	1.000	0.451	1.000	0.451	0.046	0.060	0.059	0.055	0.083	0.044	0.070
좌측 격자 위치	1.000	1.000	0.448	1.000	0.448	0.047	0.060	0.060	0.052	0.083	0.045	0.070
상단 격자 위치	0.451	0.448	1.000	0.448	1.000	0.050	0.058	0.046	0.041	0.078	0.039	0.050
우측 격자 위치	1.000	1.000	0.448	1.000	0.448	0.047	0.060	0.060	0.052	0.083	0.045	0.070
하단 격자 위치	0.451	0.448	1.000	0.448	1.000	0.050	0.058	0.046	0.041	0.078	0.039	0.050
일평균 유동인구	0.046	0.047	0.050	0.047	0.050	1.000	0.947	0.952	0.885	0.942	0.956	0.903
일평균 남성 유동인구	0.060	0.060	0.058	0.060	0.058	0.947	1.000	0.979	0.881	0.944	0.992	0.908
일평균 여성 유동인구	0.059	0.060	0.046	0.060	0.046	0.952	0.979	1.000	0.902	0.937	0.990	0.917
0세_20세 미만 일평균 유동인구	0.055	0.052	0.041	0.052	0.041	0.885	0.881	0.902	1.000	0.884	0.894	0.962
20세_40세 미만 일평균 유동인구	0.083	0.083	0.078	0.083	0.078	0.942	0.944	0.937	0.884	1.000	0.924	0.898
40세_65세 미만 일평균 유동인구	0.044	0.045	0.039	0.045	0.039	0.956	0.992	0.990	0.894	0.924	1.000	0.920
65세 이상 일평균 유동인구	0.070	0.070	0.050	0.070	0.050	0.903	0.908	0.917	0.962	0.898	0.920	1.000

Heatmap
Table

	격자 id 번호	좌측 격자 위치	상단 격자 위치	우측 격자 위치	하단 격자 위치	일평균 유동인구	일평균 남성 유동인구	일평균 여성 유동인구	0세_20세 미만 일평균 유동인구	20세_40세 미만 일평균 유동인구	40세_65세 미만 일평균 유동인구	65세 이상 일평균 유동인구
격자 id 번호	1.000	1.000	-0.075	1.000	-0.075	0.277	0.281	0.268	0.230	0.295	0.265	0.200
좌측 격자 위치	1.000	1.000	-0.067	1.000	-0.067	0.276	0.279	0.267	0.229	0.294	0.263	0.199
상단 격자 위치	-0.075	-0.067	1.000	-0.067	1.000	-0.173	-0.189	-0.144	-0.123	-0.212	-0.158	-0.096
우측 격자 위치	1.000	1.000	-0.067	1.000	-0.067	0.276	0.279	0.267	0.229	0.294	0.263	0.199
하단 격자 위치	-0.075	-0.067	1.000	-0.067	1.000	-0.173	-0.189	-0.144	-0.123	-0.212	-0.158	-0.096
일평균 유동인구	0.277	0.276	-0.173	0.276	-0.173	1.000	0.997	0.994	0.943	0.991	0.995	0.952
일평균 남성 유동인구	0.281	0.279	-0.189	0.279	-0.189	0.997	1.000	0.983	0.926	0.992	0.990	0.940
일평균 여성 유동인구	0.268	0.267	-0.144	0.267	-0.144	0.994	0.983	1.000	0.958	0.979	0.992	0.963
0세_20세 미만 일평균 유동인구	0.230	0.229	-0.123	0.229	-0.123	0.943	0.926	0.958	1.000	0.921	0.937	0.926
20세_40세 미만 일평균 유동인구	0.295	0.294	-0.212	0.294	-0.212	0.991	0.992	0.979	0.921	1.000	0.976	0.917
40세_65세 미만 일평균 유동인구	0.265	0.263	-0.158	0.263	-0.158	0.995	0.990	0.992	0.937	0.976	1.000	0.961
65세 이상 일평균 유동인구	0.200	0.199	-0.096	0.199	-0.096	0.952	0.940	0.963	0.926	0.917	0.961	1.000

Count
Matrix

A simple visualization of nullity by column.

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

First rows
Last rows

	격자 id 번호	좌측 격자 위치	상단 격자 위치	우측 격자 위치	하단 격자 위치	일평균 유동인구	일평균 남성 유동인구	일평균 여성 유동인구	0세_20세 미만 일평균 유동인구	20세_40세 미만 일평균 유동인구	40세_65세 미만 일평균 유동인구	65세 이상 일평균 유동인구	데이터기준일자
6444	11274	313177	518368	313277	518268	495.477131	269.680929	225.796202	27.737213	162.134016	248.002186	57.603716	2021-11-30
4895	9302	311777	522368	311877	522268	555.287214	258.769517	296.517697	37.320031	176.55795	261.188342	80.22089	2021-11-30
8314	13713	314977	522868	315077	522768	177.84297	94.913573	82.929397	4.423528	54.59055	85.102152	33.726741	2021-11-30
3131	6690	309877	521368	309977	521268	693.657108	322.671756	370.985352	110.936626	212.00412	329.023024	41.693338	2021-11-30
4093	7954	310777	519168	310877	519068	44.970298	28.487252	16.483047	1.53255	15.673701	24.897816	2.866231	2021-11-30
7538	12598	314177	523968	314277	523868	18.456457	11.637754	6.818702	0.469088	3.722232	11.765789	2.499348	2021-11-30
581	2406	306777	521968	306877	521868	20.338503	12.248599	8.089904	1.339363	7.803758	9.405701	1.789682	2021-11-30
5979	10771	312877	527268	312977	527168	6.595714	3.828571	2.767143	0.09	1.052857	4.74	0.712857	2021-11-30
3089	6615	309777	515068	309877	514968	11.960994	5.643886	6.317108	0.593584	4.747922	5.678976	0.940512	2021-11-30
10565	18179	318177	517868	318277	517768	620.341257	289.678197	330.66306	101.903689	183.280738	306.783934	28.372896	2021-11-30

	격자 id 번호	좌측 격자 위치	상단 격자 위치	우측 격자 위치	하단 격자 위치	일평균 유동인구	일평균 남성 유동인구	일평균 여성 유동인구	0세_20세 미만 일평균 유동인구	20세_40세 미만 일평균 유동인구	40세_65세 미만 일평균 유동인구	65세 이상 일평균 유동인구	데이터기준일자
6250	11065	313077	525468	313177	525368	26.141176	13.579496	12.561681	0.305882	3.924034	17.936134	3.975126	2021-11-30
3777	7535	310477	519668	310577	519568	49.525821	31.698953	17.826868	1.650001	16.93534	27.663713	3.276767	2021-11-30
2035	5288	308877	523568	308977	523468	201.001885	97.255443	103.746442	19.313608	69.896615	88.886743	22.904919	2021-11-30
8035	13267	314677	526068	314777	525968	3.5225	2.2175	1.305	0.025	0.6075	2.575	0.315	2021-11-30
10713	18828	318677	521968	318777	521868	515.319426	288.19694	227.122486	32.970574	156.65071	262.196038	63.502104	2021-11-30
3183	6743	309877	516068	309977	515968	389.539277	187.726649	201.812628	21.215516	155.706273	177.857344	34.760145	2021-11-30
9920	16266	316777	515968	316877	515868	2522.361967	1202.91735	1319.444618	212.94306	1099.61	1057.737568	152.071339	2021-11-30
10731	18863	318677	518468	318777	518368	1839.373579	819.219399	1020.15418	189.601831	774.650984	761.394071	113.726694	2021-11-30
1092	3671	307677	519668	307777	519568	112.455586	56.973295	55.482291	6.744193	48.513178	48.466157	8.732058	2021-11-30
5699	10455	312577	517468	312677	517368	1394.240601	758.784508	635.456093	67.367268	503.76918	661.697049	161.407104	2021-11-30

Overview

Variables

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample