gimi9 Pandas Profiling

Dataset statistics

Number of variables	5
Number of observations	51
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.3 KiB
Average record size in memory	46.6 B

Variable types

DateTime	1
Numeric	4

Dataset

Description	검·경찰이 압수한 물품(사행서게임기, 사행성PC)에 대한 인수(운송,보관)량 및 자원화(폐기,환부 등)량을 말함
Author	한국환경공단
URL	https://www.data.go.kr/data/15064808/fileData.do

Alerts

`월` has unique values	Unique
`사행성게임기_자원화량` has unique values	Unique
`사행성피씨_자원화량` has unique values	Unique

Reproduction

Analysis started	2024-04-21 01:30:54.023361
Analysis finished	2024-04-21 01:30:57.020434
Duration	3 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

월
Date

UNIQUE

Distinct	51
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	540.0 B

Minimum	2020-01-01 00:00:00
Maximum	2024-03-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

사행성게임기_인수량
Real number (ℝ)

Distinct	50
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2348.6667

Minimum	873
Maximum	5151
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	873
5-th percentile	1097
Q1	1486
median	1942
Q3	3171
95-th percentile	4576
Maximum	5151
Range	4278
Interquartile range (IQR)	1685

Descriptive statistics

Standard deviation	1115.3333
Coefficient of variation (CV)	0.47487936
Kurtosis	-0.25199282
Mean	2348.6667
Median Absolute Deviation (MAD)	603
Skewness	0.88865133
Sum	119782
Variance	1243968.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1486	2	3.9%
3874	1	2.0%
2263	1	2.0%
1476	1	2.0%
1263	1	2.0%
1922	1	2.0%
1942	1	2.0%
3968	1	2.0%
1852	1	2.0%
1053	1	2.0%
Other values (40)	40	78.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
873	1	2.0%
992	1	2.0%
1053	1	2.0%
1141	1	2.0%
1206	1	2.0%
1263	1	2.0%
1293	1	2.0%
1316	1	2.0%
1415	1	2.0%
1444	1	2.0%

Value	Count	Frequency (%)
5151	1	2.0%
4638	1	2.0%
4582	1	2.0%
4570	1	2.0%
4176	1	2.0%
3986	1	2.0%
3968	1	2.0%
3874	1	2.0%
3791	1	2.0%
3439	1	2.0%

사행성게임기_자원화량
Real number (ℝ)

UNIQUE

Distinct	51
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2741.6078

Minimum	70
Maximum	6725
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	70
5-th percentile	301
Q1	1696.5
median	2553
Q3	3836.5
95-th percentile	5777
Maximum	6725
Range	6655
Interquartile range (IQR)	2140

Descriptive statistics

Standard deviation	1609.0916
Coefficient of variation (CV)	0.58691532
Kurtosis	-0.19425555
Mean	2741.6078
Median Absolute Deviation (MAD)	1027
Skewness	0.38948599
Sum	139822
Variance	2589175.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
690	1	2.0%
5424	1	2.0%
2761	1	2.0%
2466	1	2.0%
2120	1	2.0%
1436	1	2.0%
1313	1	2.0%
2165	1	2.0%
2480	1	2.0%
2592	1	2.0%
Other values (41)	41	80.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
70	1	2.0%
241	1	2.0%
282	1	2.0%
320	1	2.0%
415	1	2.0%
508	1	2.0%
573	1	2.0%
690	1	2.0%
1038	1	2.0%
1313	1	2.0%

Value	Count	Frequency (%)
6725	1	2.0%
5875	1	2.0%
5835	1	2.0%
5719	1	2.0%
5424	1	2.0%
4516	1	2.0%
4360	1	2.0%
4357	1	2.0%
4301	1	2.0%
4211	1	2.0%

사행성피씨_인수량
Real number (ℝ)

Distinct	50
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	864.27451

Minimum	265
Maximum	1665
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	265
5-th percentile	457.5
Q1	564
median	904
Q3	1030.5
95-th percentile	1410
Maximum	1665
Range	1400
Interquartile range (IQR)	466.5

Descriptive statistics

Standard deviation	327.89993
Coefficient of variation (CV)	0.37939327
Kurtosis	-0.47820868
Mean	864.27451
Median Absolute Deviation (MAD)	279
Skewness	0.30868019
Sum	44078
Variance	107518.36
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
493	2	3.9%
536	1	2.0%
945	1	2.0%
1364	1	2.0%
969	1	2.0%
918	1	2.0%
1086	1	2.0%
987	1	2.0%
541	1	2.0%
560	1	2.0%
Other values (40)	40	78.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
265	1	2.0%
300	1	2.0%
446	1	2.0%
469	1	2.0%
481	1	2.0%
485	1	2.0%
493	2	3.9%
496	1	2.0%
518	1	2.0%
536	1	2.0%

Value	Count	Frequency (%)
1665	1	2.0%
1514	1	2.0%
1456	1	2.0%
1364	1	2.0%
1356	1	2.0%
1298	1	2.0%
1253	1	2.0%
1223	1	2.0%
1222	1	2.0%
1145	1	2.0%

사행성피씨_자원화량
Real number (ℝ)

UNIQUE

Distinct	51
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	681.52941

Minimum	5
Maximum	1866
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	591.0 B

Quantile statistics

Minimum	5
5-th percentile	24
Q1	429.5
median	642
Q3	844
95-th percentile	1457.5
Maximum	1866
Range	1861
Interquartile range (IQR)	414.5

Descriptive statistics

Standard deviation	428.32209
Coefficient of variation (CV)	0.62847191
Kurtosis	0.2523463
Mean	681.52941
Median Absolute Deviation (MAD)	207
Skewness	0.63139966
Sum	34758
Variance	183459.81
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
206	1	2.0%
783	1	2.0%
501	1	2.0%
862	1	2.0%
741	1	2.0%
284	1	2.0%
642	1	2.0%
495	1	2.0%
1419	1	2.0%
1203	1	2.0%
Other values (41)	41	80.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	2.0%
8	1	2.0%
19	1	2.0%
29	1	2.0%
50	1	2.0%
188	1	2.0%
206	1	2.0%
216	1	2.0%
284	1	2.0%
329	1	2.0%

Value	Count	Frequency (%)
1866	1	2.0%
1544	1	2.0%
1484	1	2.0%
1431	1	2.0%
1419	1	2.0%
1322	1	2.0%
1203	1	2.0%
1177	1	2.0%
1174	1	2.0%
1115	1	2.0%

Phik (φk)
Auto

Heatmap
Table

	월	사행성게임기_인수량	사행성게임기_자원화량	사행성피씨_인수량	사행성피씨_자원화량
월	1.000	1.000	1.000	1.000	1.000
사행성게임기_인수량	1.000	1.000	0.550	0.394	0.568
사행성게임기_자원화량	1.000	0.550	1.000	0.536	0.473
사행성피씨_인수량	1.000	0.394	0.536	1.000	0.785
사행성피씨_자원화량	1.000	0.568	0.473	0.785	1.000

Heatmap
Table

	사행성게임기_인수량	사행성게임기_자원화량	사행성피씨_인수량	사행성피씨_자원화량
사행성게임기_인수량	1.000	0.480	0.350	-0.042
사행성게임기_자원화량	0.480	1.000	0.275	0.473
사행성피씨_인수량	0.350	0.275	1.000	0.055
사행성피씨_자원화량	-0.042	0.473	0.055	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

	월	사행성게임기_인수량	사행성게임기_자원화량	사행성피씨_인수량	사행성피씨_자원화량
0	2020-01	3874	690	536	206
1	2020-02	5151	5424	1016	783
2	2020-03	3986	6725	1514	484
3	2020-04	4570	5719	1011	704
4	2020-05	4582	4109	1007	485
5	2020-06	3791	4357	729	587
6	2020-07	4638	5875	1665	1115
7	2020-08	1486	3725	481	459
8	2020-09	2228	3509	265	1177
9	2020-10	1614	3580	469	807

	월	사행성게임기_인수량	사행성게임기_자원화량	사행성피씨_인수량	사행성피씨_자원화량
41	2023-06	1531	2290	1298	1484
42	2023-07	1141	2458	871	712
43	2023-08	992	1664	746	672
44	2023-09	1293	2553	775	588
45	2023-10	1551	2871	721	703
46	2023-11	1206	2426	1041	1544
47	2023-12	1489	1633	590	753
48	2024-01	1316	1038	496	563
49	2024-02	873	415	493	216
50	2024-03	1953	241	1253	29

Overview

Variables

Interactions

Correlations

Missing values

Sample