Lumocity All Users EDA Report

Dataset statistics

Number of variables	30
Number of observations	2737585
Missing cells	238072
Missing cells (%)	0.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	626.6 MiB
Average record size in memory	240.0 B

Variable types

Numeric	18
Boolean	1
Categorical	11

Warnings

runlengthprev has 238072 (8.7%) missing values Missing

Reproduction

Analysis started	2021-02-26 03:07:07.671990
Analysis finished	2021-02-26 03:08:35.661181
Duration	1 minute and 27.99 seconds
Software version	pandas-profiling v2.10.0
Download configuration	config.yaml

df_index
Real number (ℝ_≥0)

Distinct	750114
Distinct (%)	27.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	349316.8219
Minimum	0
Maximum	750113
Zeros	4
Zeros (%)	< 0.1%
Memory size	20.9 MiB

Quantile statistics

Minimum	0
5-th percentile	34219.2
Q1	171099
median	342198
Q3	513297
95-th percentile	695667.8
Maximum	750113
Range	750113
Interquartile range (IQR)	342198

Descriptive statistics

Standard deviation	208132.9105
Coefficient of variation (CV)	0.5958284785
Kurtosis	-1.101560579
Mean	349316.8219
Median Absolute Deviation (MAD)	171099
Skewness	0.1226952489
Sum	9.562844919 × 10¹¹
Variance	4.331930844 × 10¹⁰
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2047	4	< 0.1%
90886	4	< 0.1%
94980	4	< 0.1%
84739	4	< 0.1%
82690	4	< 0.1%
88833	4	< 0.1%
86784	4	< 0.1%
439295	4	< 0.1%
441342	4	< 0.1%
435197	4	< 0.1%
Other values (750104)	2737545	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4	< 0.1%
1	4	< 0.1%
2	4	< 0.1%
3	4	< 0.1%
4	4	< 0.1%

Value	Count	Frequency (%)
750113	1	< 0.1%
750112	1	< 0.1%
750111	1	< 0.1%
750110	1	< 0.1%
750109	1	< 0.1%

correct
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

True	2620419
False	117166

Common Values

Value	Count	Frequency (%)
True	2620419	95.7%
False	117166	4.3%

game_result_id
Real number (ℝ_≥0)

Distinct	46470
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	31632.99275
Minimum	1
Maximum	76473
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	1
5-th percentile	2712
Q1	13005
median	28517
Q3	49148
95-th percentile	69293
Maximum	76473
Range	76472
Interquartile range (IQR)	36143

Descriptive statistics

Standard deviation	21377.80202
Coefficient of variation (CV)	0.6758071292
Kurtosis	-1.061939459
Mean	31632.99275
Median Absolute Deviation (MAD)	17561
Skewness	0.3422095459
Sum	8.659800647 × 10¹⁰
Variance	457010419.2
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1212	279	< 0.1%
1207	272	< 0.1%
1210	268	< 0.1%
1209	257	< 0.1%
1222	249	< 0.1%
1257	249	< 0.1%
1223	245	< 0.1%
1250	243	< 0.1%
1249	242	< 0.1%
1233	221	< 0.1%
Other values (46460)	2735060	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	121	< 0.1%
2	114	< 0.1%
3	97	< 0.1%
4	93	< 0.1%
5	110	< 0.1%

Value	Count	Frequency (%)
76473	71	< 0.1%
76472	65	< 0.1%
76470	63	< 0.1%
76455	64	< 0.1%
76451	64	< 0.1%

movement_direction
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.9 MiB

R	685479
D	684674
U	684179
L	683253

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	R
2nd row	U
3rd row	D
4th row	D
5th row	R

Value	Count	Frequency (%)
R	685479	25.0%
D	684674	25.0%
U	684179	25.0%
L	683253	25.0%

pointing_direction
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.9 MiB

R	685485
D	684766
U	683900
L	683434

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	R
2nd row	U
3rd row	D
4th row	D
5th row	R

Value	Count	Frequency (%)
R	685485	25.0%
D	684766	25.0%
U	683900	25.0%
L	683434	25.0%

response_direction
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.9 MiB

L	692256
R	688978
U	679642
D	676709

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	R
2nd row	U
3rd row	D
4th row	D
5th row	R

Value	Count	Frequency (%)
L	692256	25.3%
R	688978	25.2%
U	679642	24.8%
D	676709	24.7%

response_time
Real number (ℝ_≥0)

Distinct	4443
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	958.9477788
Minimum	200
Maximum	5000
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	200
5-th percentile	642
Q1	757
median	870
Q3	1054
95-th percentile	1575
Maximum	5000
Range	4800
Interquartile range (IQR)	297

Descriptive statistics

Standard deviation	340.5888668
Coefficient of variation (CV)	0.3551693578
Kurtosis	15.06450001
Mean	958.9477788
Median Absolute Deviation (MAD)	135
Skewness	2.912185805
Sum	2625201055
Variance	116000.7762
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
750	18501	0.7%
780	15313	0.6%
790	13160	0.5%
820	12968	0.5%
810	12879	0.5%
860	12591	0.5%
850	12439	0.5%
890	12351	0.5%
840	11955	0.4%
770	11917	0.4%
Other values (4433)	2603511	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
200	58	< 0.1%
201	13	< 0.1%
202	12	< 0.1%
203	46	< 0.1%
204	19	< 0.1%

Value	Count	Frequency (%)
5000	1	< 0.1%
4998	1	< 0.1%
4995	1	< 0.1%
4993	4	< 0.1%
4991	1	< 0.1%

trial_num
Real number (ℝ_≥0)

Distinct	107
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	32.44657682
Minimum	1
Maximum	107
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	16
median	31
Q3	48
95-th percentile	67
Maximum	107
Range	106
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	19.85221324
Coefficient of variation (CV)	0.6118430722
Kurtosis	-0.8569413615
Mean	32.44657682
Median Absolute Deviation (MAD)	16
Skewness	0.2920395952
Sum	88825262
Variance	394.1103707
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	45141	1.6%
13	45133	1.6%
14	45127	1.6%
9	45124	1.6%
15	45124	1.6%
12	45114	1.6%
7	45108	1.6%
19	45102	1.6%
1	45099	1.6%
8	45093	1.6%
Other values (97)	2286420	83.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	45099	1.6%
2	45001	1.6%
3	45089	1.6%
4	45070	1.6%
5	45047	1.6%

Value	Count	Frequency (%)
107	1	< 0.1%
106	1	< 0.1%
105	1	< 0.1%
104	1	< 0.1%
103	1	< 0.1%

trial_type
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.9 MiB

P	1429403
M	1308182

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	P
2nd row	P
3rd row	P
4th row	P
5th row	P

Value	Count	Frequency (%)
P	1429403	52.2%
M	1308182	47.8%

user_id
Real number (ℝ_≥0)

Distinct	1000
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	114134.7336
Minimum	183
Maximum	226123
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	183
5-th percentile	9383
Q1	57105
median	117998
Q3	170462
95-th percentile	216742
Maximum	226123
Range	225940
Interquartile range (IQR)	113357

Descriptive statistics

Standard deviation	66193.64372
Coefficient of variation (CV)	0.5799605573
Kurtosis	-1.198677487
Mean	114134.7336
Median Absolute Deviation (MAD)	56492
Skewness	-0.03730791676
Sum	3.124535348 × 10¹¹
Variance	4381598470
Monotocity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
205907	5227	0.2%
130880	5157	0.2%
39325	4912	0.2%
187334	4737	0.2%
68095	4623	0.2%
41563	4509	0.2%
7508	4495	0.2%
58795	4471	0.2%
166284	4352	0.2%
67360	4337	0.2%
Other values (990)	2690765	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
183	3424	0.1%
720	1208	< 0.1%
943	1985	0.1%
1171	2851	0.1%
1409	3731	0.1%

Value	Count	Frequency (%)
226123	2964	0.1%
225878	2507	0.1%
225559	2785	0.1%
225457	2247	0.1%
225355	2345	0.1%

accuracy
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.9 MiB

1	2620419
0	117166

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Value	Count	Frequency (%)
1	2620419	95.7%
0	117166	4.3%

uid
Real number (ℝ_≥0)

Distinct	1000
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	503.3857889
Minimum	1
Maximum	1000
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	1
5-th percentile	48
Q1	258
median	505
Q3	752
95-th percentile	951
Maximum	1000
Range	999
Interquartile range (IQR)	494

Descriptive statistics

Standard deviation	287.8709563
Coefficient of variation (CV)	0.5718694542
Kurtosis	-1.191228998
Mean	503.3857889
Median Absolute Deviation (MAD)	247
Skewness	-0.01357732368
Sum	1378061385
Variance	82869.68751
Monotocity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
900	5227	0.2%
573	5157	0.2%
185	4912	0.2%
822	4737	0.2%
303	4623	0.2%
199	4509	0.2%
36	4495	0.2%
267	4471	0.2%
738	4352	0.2%
300	4337	0.2%
Other values (990)	2690765	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3424	0.1%
2	1208	< 0.1%
3	1985	0.1%
4	2851	0.1%
5	3731	0.1%

Value	Count	Frequency (%)
1000	2964	0.1%
999	2507	0.1%
998	2785	0.1%
997	2247	0.1%
996	2345	0.1%

compatible
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.9 MiB

1	1389795
0	1347790

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Value	Count	Frequency (%)
1	1389795	50.8%
0	1347790	49.2%

gamecount
Real number (ℝ_≥0)

Distinct	60
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	31.6504262
Minimum	1
Maximum	60
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	17
median	32
Q3	46
95-th percentile	58
Maximum	60
Range	59
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	17.01935919
Coefficient of variation (CV)	0.5377292263
Kurtosis	-1.174470311
Mean	31.6504262
Median Absolute Deviation (MAD)	15
Skewness	-0.06156084448
Sum	86645732
Variance	289.6585873
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	49656	1.8%
53	49601	1.8%
57	49574	1.8%
56	49368	1.8%
46	48970	1.8%
51	48902	1.8%
33	48600	1.8%
55	48575	1.8%
58	48566	1.8%
42	48463	1.8%
Other values (50)	2247310	82.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	31446	1.1%
2	33462	1.2%
3	37013	1.4%
4	38437	1.4%
5	39990	1.5%

Value	Count	Frequency (%)
60	48172	1.8%
59	48289	1.8%
58	48566	1.8%
57	49574	1.8%
56	49368	1.8%

totalcount
Real number (ℝ_≥0)

Distinct	304
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	215.4372357
Minimum	100
Maximum	2976
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	100
5-th percentile	104
Q1	123
median	159
Q3	235
95-th percentile	470
Maximum	2976
Range	2876
Interquartile range (IQR)	112

Descriptive statistics

Standard deviation	190.3430738
Coefficient of variation (CV)	0.8835198483
Kurtosis	65.73041639
Mean	215.4372357
Median Absolute Deviation (MAD)	44
Skewness	6.364027397
Sum	589777745
Variance	36230.48576
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
103	45147	1.6%
114	43535	1.6%
116	41625	1.5%
107	40849	1.5%
106	39642	1.4%
123	38340	1.4%
130	35801	1.3%
126	35543	1.3%
104	33174	1.2%
109	32868	1.2%
Other values (294)	2351061	85.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
100	24692	0.9%
101	30732	1.1%
102	23750	0.9%
103	45147	1.6%
104	33174	1.2%

Value	Count	Frequency (%)
2976	2214	0.1%
2437	2148	0.1%
2295	2335	0.1%
1303	2704	0.1%
1143	3027	0.1%

agebin
Real number (ℝ_≥0)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.291678615
Minimum	2
Maximum	7
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	2
5-th percentile	2
Q1	3
median	4
Q3	6
95-th percentile	7
Maximum	7
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.683548655
Coefficient of variation (CV)	0.3922820896
Kurtosis	-1.218957282
Mean	4.291678615
Median Absolute Deviation (MAD)	1
Skewness	0.1484660005
Sum	11748835
Variance	2.834336073
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	530345	19.4%
3	504662	18.4%
4	477557	17.4%
5	448493	16.4%
6	414230	15.1%
7	362298	13.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	530345	19.4%
3	504662	18.4%
4	477557	17.4%
5	448493	16.4%
6	414230	15.1%

Value	Count	Frequency (%)
7	362298	13.2%
6	414230	15.1%
5	448493	16.4%
4	477557	17.4%
3	504662	18.4%

trialtypecount
Real number (ℝ_≥0)

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.684821111
Minimum	1
Maximum	18
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	8
Maximum	18
Range	17
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.34778765
Coefficient of variation (CV)	0.6371510527
Kurtosis	0.5219900274
Mean	3.684821111
Median Absolute Deviation (MAD)	2
Skewness	0.9242221618
Sum	10087511
Variance	5.512106848
Monotocity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	540489	19.7%
2	505140	18.5%
3	448024	16.4%
4	374701	13.7%
5	294700	10.8%
6	217435	7.9%
7	149572	5.5%
8	95438	3.5%
9	56438	2.1%
10	30498	1.1%
Other values (8)	25150	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	540489	19.7%
2	505140	18.5%
3	448024	16.4%
4	374701	13.7%
5	294700	10.8%

Value	Count	Frequency (%)
18	2	< 0.1%
17	14	< 0.1%
16	62	< 0.1%
15	236	< 0.1%
14	856	< 0.1%

rtsum
Real number (ℝ_≥0)

Distinct	18605
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3559.939113
Minimum	200
Maximum	36940
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	200
5-th percentile	822
Q1	1681
median	2997
Q3	4808
95-th percentile	8265
Maximum	36940
Range	36740
Interquartile range (IQR)	3127

Descriptive statistics

Standard deviation	2482.743047
Coefficient of variation (CV)	0.6974116603
Kurtosis	4.057938333
Mean	3559.939113
Median Absolute Deviation (MAD)	1474
Skewness	1.530360499
Sum	9745635916
Variance	6164013.038
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	2451	0.1%
890	2263	0.1%
860	2153	0.1%
880	2109	0.1%
910	2100	0.1%
920	2093	0.1%
950	1997	0.1%
850	1964	0.1%
750	1925	0.1%
980	1923	0.1%
Other values (18595)	2716607	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
200	58	< 0.1%
201	13	< 0.1%
202	12	< 0.1%
203	46	< 0.1%
204	19	< 0.1%

Value	Count	Frequency (%)
36940	1	< 0.1%
36563	2	< 0.1%
35165	2	< 0.1%
33970	1	< 0.1%
33876	1	< 0.1%

runlength
Real number (ℝ_≥0)

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.369214472
Minimum	1
Maximum	18
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
median	6
Q3	8
95-th percentile	11
Maximum	18
Range	17
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.577218232
Coefficient of variation (CV)	0.4046367482
Kurtosis	-0.1976977492
Mean	6.369214472
Median Absolute Deviation (MAD)	2
Skewness	0.3229929995
Sum	17436266
Variance	6.642053817
Monotocity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
6	406575	14.9%
5	387264	14.1%
7	379647	13.9%
4	320426	11.7%
8	311379	11.4%
9	233452	8.5%
3	218517	8.0%
10	156953	5.7%
2	115100	4.2%
11	89827	3.3%
Other values (8)	118445	4.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	35205	1.3%
2	115100	4.2%
3	218517	8.0%
4	320426	11.7%
5	387264	14.1%

Value	Count	Frequency (%)
18	36	< 0.1%
17	194	< 0.1%
16	742	< 0.1%
15	2602	0.1%
14	8825	0.3%

maxrtblock
Real number (ℝ_≥0)

Distinct	16981
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6062.76754
Minimum	200
Maximum	36940
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	200
5-th percentile	2140
Q1	3991
median	5640
Q3	7596
95-th percentile	11420
Maximum	36940
Range	36740
Interquartile range (IQR)	3605

Descriptive statistics

Standard deviation	2967.265276
Coefficient of variation (CV)	0.4894242203
Kurtosis	3.422175822
Mean	6062.76754
Median Absolute Deviation (MAD)	1778
Skewness	1.243493494
Sum	1.659734148 × 10¹⁰
Variance	8804663.219
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4860	938	< 0.1%
5010	902	< 0.1%
4110	891	< 0.1%
4500	884	< 0.1%
5250	875	< 0.1%
4720	852	< 0.1%
4640	827	< 0.1%
5030	820	< 0.1%
4470	820	< 0.1%
4890	819	< 0.1%
Other values (16971)	2728957	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
200	4	< 0.1%
201	1	< 0.1%
202	1	< 0.1%
203	3	< 0.1%
205	1	< 0.1%

Value	Count	Frequency (%)
36940	14	< 0.1%
36563	24	< 0.1%
33970	14	< 0.1%
33876	14	< 0.1%
33861	14	< 0.1%

runlengthprev
Real number (ℝ_≥0)

MISSING

Distinct	18
Distinct (%)	< 0.1%
Missing	238072
Missing (%)	8.7%
Infinite	0
Infinite (%)	0.0%

Mean	5.174957682
Minimum	1
Maximum	18
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	5
Q3	7
95-th percentile	10
Maximum	18
Range	17
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.553763578
Coefficient of variation (CV)	0.49348492
Kurtosis	-0.1032082987
Mean	5.174957682
Median Absolute Deviation (MAD)	2
Skewness	0.5046729018
Sum	12934874
Variance	6.52170841
Monotocity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
4	372882	13.6%
5	365340	13.3%
3	331518	12.1%
6	322462	11.8%
7	260088	9.5%
2	251188	9.2%
8	187111	6.8%
1	135396	4.9%
9	125513	4.6%
10	75827	2.8%
Other values (8)	72188	2.6%
(Missing)	238072	8.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	135396	4.9%
2	251188	9.2%
3	331518	12.1%
4	372882	13.6%
5	365340	13.3%

Value	Count	Frequency (%)
18	6	< 0.1%
17	55	< 0.1%
16	234	< 0.1%
15	808	< 0.1%
14	3070	0.1%

rtsumprev
Real number (ℝ_≥0)

Distinct	16779
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4493.714501
Minimum	20
Maximum	36940
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	20
5-th percentile	20
Q1	2426
median	4180
Q3	6169
95-th percentile	9794
Maximum	36940
Range	36920
Interquartile range (IQR)	3743

Descriptive statistics

Standard deviation	2994.103889
Coefficient of variation (CV)	0.6662870747
Kurtosis	2.241926806
Mean	4493.714501
Median Absolute Deviation (MAD)	1855
Skewness	0.9604178463
Sum	1.230192541 × 10¹⁰
Variance	8964658.099
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	238072	8.7%
2640	923	< 0.1%
3610	887	< 0.1%
4110	874	< 0.1%
3860	863	< 0.1%
3250	844	< 0.1%
3940	839	< 0.1%
2990	834	< 0.1%
3830	833	< 0.1%
4860	828	< 0.1%
Other values (16769)	2491788	91.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20	238072	8.7%
200	21	< 0.1%
201	5	< 0.1%
202	5	< 0.1%
203	15	< 0.1%

Value	Count	Frequency (%)
36940	7	< 0.1%
36563	6	< 0.1%
33970	1	< 0.1%
33876	6	< 0.1%
33861	2	< 0.1%

isswitch
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.9 MiB

0	2242195
1	495390

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	2242195	81.9%
1	495390	18.1%

movementd
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.9 MiB

2	685479
4	684674
3	684179
1	683253

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Value	Count	Frequency (%)
2	685479	25.0%
4	684674	25.0%
3	684179	25.0%
1	683253	25.0%

pointingd
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.9 MiB

2	685485
4	684766
3	683900
1	683434

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Value	Count	Frequency (%)
2	685485	25.0%
4	684766	25.0%
3	683900	25.0%
1	683434	25.0%

task
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.9 MiB

2	1429403
1	1308182

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Value	Count	Frequency (%)
2	1429403	52.2%
1	1308182	47.8%

choice
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.9 MiB

1	692256
2	688978
3	679642
4	676709

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Value	Count	Frequency (%)
1	692256	25.3%
2	688978	25.2%
3	679642	24.8%
4	676709	24.7%

rlprev
Real number (ℝ_≥0)

Distinct	19
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.464206226
Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	5
Q3	8
95-th percentile	20
Maximum	20
Range	19
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.837929472
Coefficient of variation (CV)	0.748418182
Kurtosis	2.575020147
Mean	6.464206226
Median Absolute Deviation (MAD)	2
Skewness	1.751748867
Sum	17696314
Variance	23.40556157
Monotocity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
4	372882	13.6%
5	365340	13.3%
3	331518	12.1%
6	322462	11.8%
7	260088	9.5%
2	251188	9.2%
20	238072	8.7%
8	187111	6.8%
1	135396	4.9%
9	125513	4.6%
Other values (9)	148015	5.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	135396	4.9%
2	251188	9.2%
3	331518	12.1%
4	372882	13.6%
5	365340	13.3%

Value	Count	Frequency (%)
20	238072	8.7%
18	6	< 0.1%
17	55	< 0.1%
16	234	< 0.1%
15	808	< 0.1%

newuid
Real number (ℝ_≥0)

Distinct	1000
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	503.3857889
Minimum	1
Maximum	1000
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	1
5-th percentile	48
Q1	258
median	505
Q3	752
95-th percentile	951
Maximum	1000
Range	999
Interquartile range (IQR)	494

Descriptive statistics

Standard deviation	287.8709563
Coefficient of variation (CV)	0.5718694542
Kurtosis	-1.191228998
Mean	503.3857889
Median Absolute Deviation (MAD)	247
Skewness	-0.01357732368
Sum	1378061385
Variance	82869.68751
Monotocity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
900	5227	0.2%
573	5157	0.2%
185	4912	0.2%
822	4737	0.2%
303	4623	0.2%
199	4509	0.2%
36	4495	0.2%
267	4471	0.2%
738	4352	0.2%
300	4337	0.2%
Other values (990)	2690765	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3424	0.1%
2	1208	< 0.1%
3	1985	0.1%
4	2851	0.1%
5	3731	0.1%

Value	Count	Frequency (%)
1000	2964	0.1%
999	2507	0.1%
998	2785	0.1%
997	2247	0.1%
996	2345	0.1%

trialtypecount2
Real number (ℝ_≥0)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.608637175
Minimum	1
Maximum	8
Zeros	0
Zeros (%)	0.0%
Memory size	20.9 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	8
Maximum	8
Range	7
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.157646622
Coefficient of variation (CV)	0.597911765
Kurtosis	-0.7473274996
Mean	3.608637175
Median Absolute Deviation (MAD)	2
Skewness	0.5600049944
Sum	9878951
Variance	4.655438947
Monotocity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	540489	19.7%
2	505140	18.5%
3	448024	16.4%
4	374701	13.7%
5	294700	10.8%
6	217435	7.9%
8	207524	7.6%
7	149572	5.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	540489	19.7%
2	505140	18.5%
3	448024	16.4%
4	374701	13.7%
5	294700	10.8%

Value	Count	Frequency (%)
8	207524	7.6%
7	149572	5.5%
6	217435	7.9%
5	294700	10.8%
4	374701	13.7%

Overview

Variables