gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
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	130.0 B

Variable types

DateTime	1
Categorical	3
Numeric	10

Dataset

Description	제주도 내 효율적인 교통량 측정을 위한 날씨유동인구 활용 교통량 데이터 매쉬업 결과 정보입니다.
Author	제주특별자치도
URL	https://www.data.go.kr/data/15074777/fileData.do

Alerts

`데이터기준일자` has constant value ""	Constant
`읍면동명` is highly overall correlated with `거주인구` and 6 other fields	High correlation
`시도명` is highly overall correlated with `교통량` and 2 other fields	High correlation
`거주인구` is highly overall correlated with `근무인구` and 3 other fields	High correlation
`근무인구` is highly overall correlated with `거주인구` and 2 other fields	High correlation
`방문인구` is highly overall correlated with `거주인구` and 3 other fields	High correlation
`총 유동인구` is highly overall correlated with `거주인구` and 3 other fields	High correlation
`교통량` is highly overall correlated with `시도명` and 1 other fields	High correlation
`평균 속도` is highly overall correlated with `시도명` and 1 other fields	High correlation
`평균 소요 시간` is highly overall correlated with `읍면동명`	High correlation
`거주인구` has unique values	Unique
`방문인구` has unique values	Unique
`총 유동인구` has unique values	Unique
`교통량` has 4151 (41.5%) zeros	Zeros
`일강수량` has 6552 (65.5%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 17:30:08.068555
Analysis finished	2023-12-12 17:30:26.273908
Duration	18.21 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

일자
Date

Distinct	803
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2018-01-01 00:00:00
Maximum	2020-04-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

시도명
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

제주시	6026
서귀포시	3974

Length

Max length	4
Median length	3
Mean length	3.3974
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	서귀포시
2nd row	서귀포시
3rd row	제주시
4th row	제주시
5th row	제주시

Common Values

Value	Count	Frequency (%)
제주시	6026	60.3%
서귀포시	3974	39.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
제주시	6026	60.3%
서귀포시	3974	39.7%

읍면동명
Categorical

HIGH CORRELATION

Distinct	41
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

건입동	274
중앙동	267
표선면	265
서홍동	261
영천동	260
Other values (36)	8673

Length

Max length	4
Median length	3
Mean length	3.1728
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	안덕면
2nd row	중앙동
3rd row	화북동
4th row	구좌읍
5th row	화북동

Common Values

Value	Count	Frequency (%)
건입동	274	2.7%
중앙동	267	2.7%
표선면	265	2.6%
서홍동	261	2.6%
영천동	260	2.6%
한경면	260	2.6%
일도1동	260	2.6%
애월읍	259	2.6%
용담1동	259	2.6%
외도동	258	2.6%
Other values (31)	7377	73.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
건입동	274	2.7%
중앙동	267	2.7%
표선면	265	2.6%
서홍동	261	2.6%
영천동	260	2.6%
한경면	260	2.6%
일도1동	260	2.6%
애월읍	259	2.6%
용담1동	259	2.6%
예래동	258	2.6%
Other values (31)	7377	73.8%

거주인구
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	315149.73

Minimum	14605.033
Maximum	1353560.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	14605.033
5-th percentile	34600.955
Q1	93969.997
median	219517.05
Q3	408486.02
95-th percentile	1062531
Maximum	1353560.5
Range	1338955.5
Interquartile range (IQR)	314516.02

Descriptive statistics

Standard deviation	297551.98
Coefficient of variation (CV)	0.94416068
Kurtosis	1.7566872
Mean	315149.73
Median Absolute Deviation (MAD)	139701.36
Skewness	1.5628828
Sum	3.1514973 × 10⁹
Variance	8.8537181 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
365838.311	1	< 0.1%
139635.134	1	< 0.1%
149807.26	1	< 0.1%
71253.003	1	< 0.1%
720394.908	1	< 0.1%
431159.264	1	< 0.1%
723820.331	1	< 0.1%
1201106.583	1	< 0.1%
175201.99	1	< 0.1%
195270.133	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14605.033	1	< 0.1%
14854.496	1	< 0.1%
15332.318	1	< 0.1%
15873.917	1	< 0.1%
16216.554	1	< 0.1%
22571.971	1	< 0.1%
23074.648	1	< 0.1%
23385.263	1	< 0.1%
23673.553	1	< 0.1%
23721.727	1	< 0.1%

Value	Count	Frequency (%)
1353560.51	1	< 0.1%
1321818.779	1	< 0.1%
1311308.286	1	< 0.1%
1309750.382	1	< 0.1%
1298452.018	1	< 0.1%
1294326.527	1	< 0.1%
1291794.539	1	< 0.1%
1289917.591	1	< 0.1%
1286022.99	1	< 0.1%
1283918.568	1	< 0.1%

근무인구
Real number (ℝ)

HIGH CORRELATION

Distinct	9998
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35451.758

Minimum	2214.526
Maximum	269482.98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2214.526
5-th percentile	5320.6797
Q1	12152.35
median	21513.953
Q3	40017.685
95-th percentile	139760.04
Maximum	269482.98
Range	267268.46
Interquartile range (IQR)	27865.335

Descriptive statistics

Standard deviation	40625.777
Coefficient of variation (CV)	1.1459453
Kurtosis	6.6342498
Mean	35451.758
Median Absolute Deviation (MAD)	12224.87
Skewness	2.5324614
Sum	3.5451758 × 10⁸
Variance	1.6504537 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9135.679	2	< 0.1%
7187.696	2	< 0.1%
24309.915	1	< 0.1%
6132.265	1	< 0.1%
17745.743	1	< 0.1%
7753.982	1	< 0.1%
93537.145	1	< 0.1%
36684.579	1	< 0.1%
90302.036	1	< 0.1%
106271.765	1	< 0.1%
Other values (9988)	9988	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2214.526	1	< 0.1%
2354.551	1	< 0.1%
2421.638	1	< 0.1%
2675.783	1	< 0.1%
2687.593	1	< 0.1%
2702.247	1	< 0.1%
2710.019	1	< 0.1%
2728.161	1	< 0.1%
2739.44	1	< 0.1%
2759.588	1	< 0.1%

Value	Count	Frequency (%)
269482.981	1	< 0.1%
264575.667	1	< 0.1%
263476.965	1	< 0.1%
260353.984	1	< 0.1%
247992.595	1	< 0.1%
247636.849	1	< 0.1%
246885.476	1	< 0.1%
246546.995	1	< 0.1%
242194.806	1	< 0.1%
242172.987	1	< 0.1%

방문인구
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	195287.86

Minimum	23696.639
Maximum	786387.11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	23696.639
5-th percentile	62729.79
Q1	100001.75
median	151819.39
Q3	235088.25
95-th percentile	550146.34
Maximum	786387.11
Range	762690.47
Interquartile range (IQR)	135086.5

Descriptive statistics

Standard deviation	140496.46
Coefficient of variation (CV)	0.71943263
Kurtosis	1.9720549
Mean	195287.86
Median Absolute Deviation (MAD)	59014.603
Skewness	1.6065768
Sum	1.9528786 × 10⁹
Variance	1.9739254 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
157334.627	1	< 0.1%
67240.068	1	< 0.1%
151255.622	1	< 0.1%
66584.578	1	< 0.1%
528285.051	1	< 0.1%
305184.588	1	< 0.1%
498868.101	1	< 0.1%
549355.426	1	< 0.1%
107798.897	1	< 0.1%
127680.389	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23696.639	1	< 0.1%
24033.742	1	< 0.1%
24265.812	1	< 0.1%
25222.145	1	< 0.1%
26081.43	1	< 0.1%
26177.85	1	< 0.1%
26316.382	1	< 0.1%
27686.892	1	< 0.1%
28055.774	1	< 0.1%
28086.936	1	< 0.1%

Value	Count	Frequency (%)
786387.113	1	< 0.1%
784724.994	1	< 0.1%
744016.313	1	< 0.1%
723459.209	1	< 0.1%
719913.93	1	< 0.1%
697153.953	1	< 0.1%
696648.625	1	< 0.1%
689158.1	1	< 0.1%
685949.34	1	< 0.1%
684180.515	1	< 0.1%

총 유동인구
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	545889.34

Minimum	41326.368
Maximum	2079277.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	41326.368
5-th percentile	123904.51
Q1	220055.12
median	383508.64
Q3	637775.08
95-th percentile	1768368.9
Maximum	2079277.9
Range	2037951.5
Interquartile range (IQR)	417719.96

Descriptive statistics

Standard deviation	460034.53
Coefficient of variation (CV)	0.84272488
Kurtosis	1.9371481
Mean	545889.34
Median Absolute Deviation (MAD)	202714.94
Skewness	1.6284267
Sum	5.4588934 × 10⁹
Variance	2.1163177 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
547482.853	1	< 0.1%
218057.325	1	< 0.1%
318808.625	1	< 0.1%
145591.562	1	< 0.1%
1342217.104	1	< 0.1%
773028.431	1	< 0.1%
1312990.468	1	< 0.1%
1856733.774	1	< 0.1%
297241.743	1	< 0.1%
340509.2	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41326.368	1	< 0.1%
41848.469	1	< 0.1%
41925.107	1	< 0.1%
43653.225	1	< 0.1%
44324.483	1	< 0.1%
63661.887	1	< 0.1%
76564.011	1	< 0.1%
80211.507	1	< 0.1%
80302.216	1	< 0.1%
80539.751	1	< 0.1%

Value	Count	Frequency (%)
2079277.89	1	< 0.1%
2074921.837	1	< 0.1%
2066483.867	1	< 0.1%
2039684.911	1	< 0.1%
2027294.424	1	< 0.1%
2026003.987	1	< 0.1%
2024612.727	1	< 0.1%
2020632.094	1	< 0.1%
2018383.839	1	< 0.1%
2017277.955	1	< 0.1%

교통량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	5517
Distinct (%)	55.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	377.4355

Minimum	0
Maximum	2261.111
Zeros	4151
Zeros (%)	41.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	45.5845
Q3	635.552
95-th percentile	1548.3879
Maximum	2261.111
Range	2261.111
Interquartile range (IQR)	635.552

Descriptive statistics

Standard deviation	535.26257
Coefficient of variation (CV)	1.4181564
Kurtosis	0.88510487
Mean	377.4355
Median Absolute Deviation (MAD)	45.5845
Skewness	1.3807015
Sum	3774355
Variance	286506.02
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	4151	41.5%
0.143	14	0.1%
0.3329999999999999	11	0.1%
0.2	9	0.1%
0.1	7	0.1%
0.111	7	0.1%
1.0	6	0.1%
0.053	6	0.1%
0.667	6	0.1%
0.222	5	0.1%
Other values (5507)	5778	57.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4151	41.5%
0.027	2	< 0.1%
0.0289999999999999	1	< 0.1%
0.031	5	0.1%
0.036	2	< 0.1%
0.048	2	< 0.1%
0.05	1	< 0.1%
0.053	6	0.1%
0.054	2	< 0.1%
0.059	2	< 0.1%

Value	Count	Frequency (%)
2261.111	1	< 0.1%
2260.611	1	< 0.1%
2256.5	1	< 0.1%
2237.278	1	< 0.1%
2213.056	1	< 0.1%
2210.667	1	< 0.1%
2210.111	1	< 0.1%
2207.5	1	< 0.1%
2206.444	1	< 0.1%
2196.889	1	< 0.1%

평균 속도
Real number (ℝ)

HIGH CORRELATION

Distinct	3450
Distinct (%)	34.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41.072892

Minimum	23.667
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	23.667
5-th percentile	27.75
Q1	34.25
median	39.665
Q3	49.056
95-th percentile	55.412
Maximum	95
Range	71.333
Interquartile range (IQR)	14.806

Descriptive statistics

Standard deviation	8.7225911
Coefficient of variation (CV)	0.21236856
Kurtosis	-0.85471271
Mean	41.072892
Median Absolute Deviation (MAD)	7.416
Skewness	0.19986171
Sum	410728.92
Variance	76.083595
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39.0	49	0.5%
35.0	49	0.5%
28.0	48	0.5%
38.0	45	0.4%
31.0	43	0.4%
30.0	42	0.4%
32.0	41	0.4%
34.5	40	0.4%
27.0	40	0.4%
34.0	40	0.4%
Other values (3440)	9563	95.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23.667	1	< 0.1%
23.909	1	< 0.1%
24.111	2	< 0.1%
24.333	1	< 0.1%
24.444000000000003	1	< 0.1%
24.556	1	< 0.1%
24.667	4	< 0.1%
24.778	2	< 0.1%
24.889	2	< 0.1%
25.0	5	0.1%

Value	Count	Frequency (%)
95.0	1	< 0.1%
78.0	1	< 0.1%
69.0	1	< 0.1%
61.5	1	< 0.1%
61.25	1	< 0.1%
61.143	1	< 0.1%
61.0	1	< 0.1%
60.75	3	< 0.1%
60.714	1	< 0.1%
60.5	4	< 0.1%

평균 소요 시간
Real number (ℝ)

HIGH CORRELATION

Distinct	4118
Distinct (%)	41.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.206865

Minimum	13.167
Maximum	112
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	13.167
5-th percentile	18
Q1	27.78625
median	34.545
Q3	46.25425
95-th percentile	60.725
Maximum	112
Range	98.833
Interquartile range (IQR)	18.468

Descriptive statistics

Standard deviation	12.982804
Coefficient of variation (CV)	0.34893573
Kurtosis	-0.30719996
Mean	37.206865
Median Absolute Deviation (MAD)	9.545
Skewness	0.4376595
Sum	372068.65
Variance	168.55321
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	44	0.4%
29.0	39	0.4%
17.0	31	0.3%
17.333	31	0.3%
28.0	30	0.3%
16.667	29	0.3%
23.0	28	0.3%
27.0	27	0.3%
32.0	27	0.3%
22.75	27	0.3%
Other values (4108)	9687	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13.167	1	< 0.1%
13.333	3	< 0.1%
13.5	1	< 0.1%
13.667	11	0.1%
13.833	1	< 0.1%
14.0	7	0.1%
14.167	4	< 0.1%
14.25	3	< 0.1%
14.333	10	0.1%
14.5	2	< 0.1%

Value	Count	Frequency (%)
112.0	1	< 0.1%
97.0	1	< 0.1%
91.6	1	< 0.1%
91.1	1	< 0.1%
89.0	1	< 0.1%
83.6	1	< 0.1%
82.6	1	< 0.1%
81.8	1	< 0.1%
81.6	1	< 0.1%
80.8	1	< 0.1%

평균 기온
Real number (ℝ)

Distinct	1334
Distinct (%)	13.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.574444

Minimum	-9.9
Maximum	30.4
Zeros	25
Zeros (%)	0.2%
Negative	303
Negative (%)	3.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	-9.9
5-th percentile	1.1
Q1	7.5
median	13.3
Q3	19.8
95-th percentile	26.3
Maximum	30.4
Range	40.3
Interquartile range (IQR)	12.3

Descriptive statistics

Standard deviation	7.8237859
Coefficient of variation (CV)	0.57636144
Kurtosis	-0.80897956
Mean	13.574444
Median Absolute Deviation (MAD)	6.2
Skewness	-0.02733915
Sum	135744.44
Variance	61.211627
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.0	68	0.7%
10.1	56	0.6%
8.8	52	0.5%
18.6	50	0.5%
23.1	50	0.5%
13.9	49	0.5%
16.9	48	0.5%
15.5	48	0.5%
7.6	47	0.5%
8.0	47	0.5%
Other values (1324)	9485	94.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-9.9	1	< 0.1%
-9.4	1	< 0.1%
-9.25	1	< 0.1%
-9.1	1	< 0.1%
-9.0	1	< 0.1%
-8.9	1	< 0.1%
-8.5	1	< 0.1%
-8.4	1	< 0.1%
-8.2	1	< 0.1%
-7.632999999999999	1	< 0.1%

Value	Count	Frequency (%)
30.4	2	< 0.1%
30.2	2	< 0.1%
29.9	1	< 0.1%
29.8	1	< 0.1%
29.6	2	< 0.1%
29.5	1	< 0.1%
29.45	1	< 0.1%
29.3	2	< 0.1%
29.25	1	< 0.1%
29.233	1	< 0.1%

일강수량
Real number (ℝ)

ZEROS

Distinct	501
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.2890699

Minimum	0
Maximum	587
Zeros	6552
Zeros (%)	65.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1.5
95-th percentile	36.5
Maximum	587
Range	587
Interquartile range (IQR)	1.5

Descriptive statistics

Standard deviation	29.525887
Coefficient of variation (CV)	4.0507071
Kurtosis	112.53539
Mean	7.2890699
Median Absolute Deviation (MAD)	0
Skewness	9.0402911
Sum	72890.699
Variance	871.77801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	6552	65.5%
0.5	356	3.6%
1.0	244	2.4%
1.5	159	1.6%
3.0	112	1.1%
2.0	104	1.0%
2.5	92	0.9%
3.5	71	0.7%
4.0	63	0.6%
5.0	53	0.5%
Other values (491)	2194	21.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	6552	65.5%
0.1	4	< 0.1%
0.125	15	0.1%
0.1669999999999999	42	0.4%
0.2	5	0.1%
0.25	39	0.4%
0.3	2	< 0.1%
0.3329999999999999	29	0.3%
0.375	7	0.1%
0.4	2	< 0.1%

Value	Count	Frequency (%)
587.0	1	< 0.1%
583.5	2	< 0.1%
500.5	1	< 0.1%
442.0	1	< 0.1%
419.0	1	< 0.1%
415.0	1	< 0.1%
405.0	4	< 0.1%
382.0	3	< 0.1%
357.0	2	< 0.1%
352.5	1	< 0.1%

평균 풍속
Real number (ℝ)

Distinct	459
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7439697

Minimum	0
Maximum	13.633
Zeros	57
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.1
Q1	1.7
median	2.4
Q3	3.4
95-th percentile	5.55
Maximum	13.633
Range	13.633
Interquartile range (IQR)	1.7

Descriptive statistics

Standard deviation	1.4701261
Coefficient of variation (CV)	0.53576616
Kurtosis	3.8015425
Mean	2.7439697
Median Absolute Deviation (MAD)	0.8
Skewness	1.5149985
Sum	27439.697
Variance	2.1612708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.7	333	3.3%
1.8	321	3.2%
1.5	316	3.2%
2.1	315	3.1%
2.2	309	3.1%
2.4	306	3.1%
2.6	294	2.9%
2.0	290	2.9%
1.9	286	2.9%
1.4	279	2.8%
Other values (449)	6951	69.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	57	0.6%
0.1	2	< 0.1%
0.2	3	< 0.1%
0.3	6	0.1%
0.4	22	0.2%
0.5	22	0.2%
0.6	30	0.3%
0.7	45	0.4%
0.75	2	< 0.1%
0.8	87	0.9%

Value	Count	Frequency (%)
13.633	1	< 0.1%
11.8	4	< 0.1%
11.633	1	< 0.1%
11.533	1	< 0.1%
11.367	1	< 0.1%
11.3	1	< 0.1%
11.233	1	< 0.1%
11.033	1	< 0.1%
10.7	1	< 0.1%
10.667	1	< 0.1%

데이터기준일자
Categorical

CONSTANT

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

2020-12-15	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020-12-15
2nd row	2020-12-15
3rd row	2020-12-15
4th row	2020-12-15
5th row	2020-12-15

Common Values

Value	Count	Frequency (%)
2020-12-15	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2020-12-15	10000	100.0%

Heatmap
Table

	시도명	읍면동명	거주인구	근무인구	방문인구	총 유동인구	교통량	평균 속도	평균 소요 시간	평균 기온	일강수량	평균 풍속
시도명	1.000	1.000	0.609	0.452	0.471	0.578	0.679	0.594	0.302	0.191	0.062	0.195
읍면동명	1.000	1.000	0.972	0.845	0.891	0.969	0.902	0.884	0.899	0.321	0.070	0.531
거주인구	0.609	0.972	1.000	0.850	0.858	0.962	0.664	0.385	0.728	0.249	0.138	0.334
근무인구	0.452	0.845	0.850	1.000	0.815	0.867	0.517	0.240	0.528	0.223	0.069	0.192
방문인구	0.471	0.891	0.858	0.815	1.000	0.881	0.471	0.230	0.554	0.208	0.089	0.209
총 유동인구	0.578	0.969	0.962	0.867	0.881	1.000	0.653	0.421	0.648	0.248	0.076	0.322
교통량	0.679	0.902	0.664	0.517	0.471	0.653	1.000	0.376	0.539	0.111	0.007	0.165
평균 속도	0.594	0.884	0.385	0.240	0.230	0.421	0.376	1.000	0.814	0.087	0.000	0.212
평균 소요 시간	0.302	0.899	0.728	0.528	0.554	0.648	0.539	0.814	1.000	0.096	0.000	0.245
평균 기온	0.191	0.321	0.249	0.223	0.208	0.248	0.111	0.087	0.096	1.000	0.212	0.183
일강수량	0.062	0.070	0.138	0.069	0.089	0.076	0.007	0.000	0.000	0.212	1.000	0.459
평균 풍속	0.195	0.531	0.334	0.192	0.209	0.322	0.165	0.212	0.245	0.183	0.459	1.000

Heatmap
Table

	읍면동명	시도명
읍면동명	1.000	0.998
시도명	0.998	1.000

Heatmap
Table

	거주인구	근무인구	방문인구	총 유동인구	교통량	평균 속도	평균 소요 시간	평균 기온	일강수량	평균 풍속	시도명	읍면동명
거주인구	1.000	0.825	0.791	0.967	0.312	-0.008	0.337	-0.106	0.049	0.103	0.471	0.808
근무인구	0.825	1.000	0.875	0.898	0.281	0.008	0.417	-0.049	0.034	0.029	0.347	0.485
방문인구	0.791	0.875	1.000	0.907	0.297	-0.001	0.460	-0.045	0.002	0.026	0.362	0.566
총 유동인구	0.967	0.898	0.907	1.000	0.338	-0.020	0.387	-0.082	0.032	0.079	0.446	0.795
교통량	0.312	0.281	0.297	0.338	1.000	-0.253	0.106	-0.069	0.003	0.011	0.529	0.588
평균 속도	-0.008	0.008	-0.001	-0.020	-0.253	1.000	0.390	0.051	-0.015	0.040	0.598	0.574
평균 소요 시간	0.337	0.417	0.460	0.387	0.106	0.390	1.000	-0.006	0.031	0.107	0.232	0.582
평균 기온	-0.106	-0.049	-0.045	-0.082	-0.069	0.051	-0.006	1.000	0.134	-0.106	0.146	0.116
일강수량	0.049	0.034	0.002	0.032	0.003	-0.015	0.031	0.134	1.000	0.183	0.047	0.024
평균 풍속	0.103	0.029	0.026	0.079	0.011	0.040	0.107	-0.106	0.183	1.000	0.149	0.211
시도명	0.471	0.347	0.362	0.446	0.529	0.598	0.232	0.146	0.047	0.149	1.000	0.998
읍면동명	0.808	0.485	0.566	0.795	0.588	0.574	0.582	0.116	0.024	0.211	0.998	1.000

Count
Matrix

A simple visualization of nullity by column.

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

First rows
Last rows

	일자	시도명	읍면동명	거주인구	근무인구	방문인구	총 유동인구	교통량	평균 속도	평균 소요 시간	평균 기온	일강수량	평균 풍속	데이터기준일자
6427	2020-04-19	서귀포시	안덕면	365838.311	24309.915	157334.627	547482.853	0.027	48.081	47.676	13.0	8.5	4.9	2020-12-15
9894	2018-10-09	서귀포시	중앙동	45492.852	11389.334	100785.225	157667.411	0.0	58.0	33.143	18.6	0.0	2.1	2020-12-15
31849	2019-09-22	제주시	화북동	666375.216	24081.487	149296.557	839753.259	524.029	38.176	28.706	17.267	263.167	8.0	2020-12-15
14150	2019-07-11	제주시	구좌읍	288862.204	43177.851	195022.821	527062.876	4.824	50.324	60.618	22.4	1.333	5.1	2020-12-15
31768	2019-07-03	제주시	화북동	554090.316	78208.745	208997.367	841296.428	1007.353	36.882	32.294	19.9	0.0	1.133	2020-12-15
30175	2019-07-15	제주시	한경면	137281.256	16285.975	84568.925	238136.157	612.818	49.515	54.697	22.4	0.0	0.75	2020-12-15
8807	2020-03-23	서귀포시	정방동	43788.885	6963.966	62746.435	113499.286	0.0	56.75	31.625	14.1	0.0	1.4	2020-12-15
28381	2018-12-17	제주시	일도2동	637278.354	42381.026	238349.709	918009.088	349.818	29.273	27.364	7.6	0.0	4.6	2020-12-15
19003	2019-09-04	제주시	삼양동	444452.695	19260.57	92439.005	556152.271	0.0	28.286	21.714	22.6	45.167	2.767	2020-12-15
15385	2018-06-06	제주시	도두동	30459.666	4947.297	91236.455	126643.417	1959.5	37.778	31.167	20.2	0.0	1.1	2020-12-15

	일자	시도명	읍면동명	거주인구	근무인구	방문인구	총 유동인구	교통량	평균 속도	평균 소요 시간	평균 기온	일강수량	평균 풍속	데이터기준일자
24371	2018-12-17	제주시	용담2동	227816.156	69893.818	293932.127	591642.102	1253.455	27.909	32.727	7.6	0.0	4.6	2020-12-15
5408	2019-09-13	서귀포시	송산동	195060.015	10535.7	129732.172	335327.887	115.857	43.959	31.265	23.1	0.0	4.4	2020-12-15
1123	2018-12-14	서귀포시	대륜동	295350.751	33555.044	170569.992	499475.787	0.0	36.926	34.296	5.2	0.0	1.1	2020-12-15
7827	2019-09-25	서귀포시	예래동	66773.116	20010.994	159795.861	246579.972	92.469	46.875	50.5	20.6	0.0	1.5	2020-12-15
2121	2019-07-17	서귀포시	대정읍	367286.398	35700.877	137309.191	540296.467	766.833	54.444	50.722	23.9	4.0	6.233	2020-12-15
17610	2020-04-04	제주시	삼도1동	233694.619	15056.573	118217.803	366968.995	0.0	36.125	25.0	8.0	0.0	3.4	2020-12-15
16033	2020-04-22	제주시	도두동	29672.393	4434.306	63321.703	97428.402	1314.684	39.105	32.737	9.6	0.0	4.6	2020-12-15
9828	2018-07-28	서귀포시	중앙동	43806.775	9902.019	101433.84	155142.633	0.0	59.286	32.143	27.2	0.0	1.1	2020-12-15
18961	2019-07-24	제주시	삼양동	449211.547	18855.764	128768.215	596835.526	0.0	28.714	21.0	25.067	0.0	2.267	2020-12-15
13168	2018-12-22	제주시	건입동	155649.223	15980.791	175777.428	347407.442	521.4	30.2	48.0	7.5	5.5	1.7	2020-12-15

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample