Data Quality

Row

Max Tracked Days

31 Days

Min Tracked Days

18 Days

Max Frequency

32 Users

Min Frequency

18 Users

Row

Frequency of Tracked Users

Tracker Participation

Describing Data

Data Frame Summary

newVariable

Dimensions: 500000 x 15
Duplicates: 176932
No Variable Stats / Values Freqs (% of Valid) Graph Valid Missing
1 user [character]
1. 1503960366
2. 8053475328
3. 8877689391
4. 2022484408
5. 4388161847
6. 5577150313
7. 3977333714
8. 7086361926
9. 8378563200
10. 6962181067
[ 22 others ]
21335(4.3%)
20769(4.2%)
20741(4.1%)
20554(4.1%)
20432(4.1%)
20062(4.0%)
19638(3.9%)
19618(3.9%)
19611(3.9%)
19231(3.8%)
298009(59.6%)
5e+05 (100.0%) 0 (0.0%)
2 active_date [Date]
min : 2016-04-12
med : 2016-04-26
max : 2016-05-11
range : 29d
30 distinct values 5e+05 (100.0%) 0 (0.0%)
3 total_active_distance [numeric]
Mean (sd) : 6.5 (3.8)
min ≤ med ≤ max:
0 ≤ 6.4 ≤ 28
IQR (CV) : 4.4 (0.6)
609 distinct values 5e+05 (100.0%) 0 (0.0%)
4 total_active_hours [numeric]
Mean (sd) : 6.7 (7.6)
min ≤ med ≤ max:
0 ≤ 3.2 ≤ 24
IQR (CV) : 11.6 (1.1)
905 distinct values 5e+05 (100.0%) 0 (0.0%)
5 active_metabol [numeric]
Mean (sd) : 15.4 (13.2)
min ≤ med ≤ max:
0 ≤ 10 ≤ 157
IQR (CV) : 2 (0.9)
133 distinct values 5e+05 (100.0%) 0 (0.0%)
6 active_timehour [integer]
Mean (sd) : 11.5 (6.9)
min ≤ med ≤ max:
0 ≤ 11 ≤ 23
IQR (CV) : 12 (0.6)
24 distinct values 5e+05 (100.0%) 0 (0.0%)
7 active_days [factor]
1. busyday
2. weekend
372031(74.4%)
127969(25.6%)
5e+05 (100.0%) 0 (0.0%)
8 steps_levels [factor]
1. active
2. high_active
3. less_active
4. sedentary
5. super_active
98910(19.8%)
163963(32.8%)
86795(17.4%)
102809(20.6%)
47523(9.5%)
5e+05 (100.0%) 0 (0.0%)
9 level_metabolic [factor]
1. light
2. vigorous
5(0.0%)
499995(100.0%)
5e+05 (100.0%) 0 (0.0%)
10 calories_fired [numeric]
Mean (sd) : 2457.7 (694)
min ≤ med ≤ max:
120 ≤ 2324 ≤ 4900
IQR (CV) : 1004 (0.3)
711 distinct values 5e+05 (100.0%) 0 (0.0%)
11 level_distance [character]
1. active_dist
2. light_dist
3. moder_dist
4. sedent_dist
124636(24.9%)
125157(25.0%)
125568(25.1%)
124639(24.9%)
5e+05 (100.0%) 0 (0.0%)
12 time_interval [factor]
1. Afternoon
2. Evening
3. Morning
4. Night
145506(29.1%)
83277(16.7%)
166647(33.3%)
104570(20.9%)
5e+05 (100.0%) 0 (0.0%)
13 active_distance [numeric]
Mean (sd) : 1.6 (2.2)
min ≤ med ≤ max:
0 ≤ 0.5 ≤ 13.4
IQR (CV) : 2.7 (1.4)
659 distinct values 5e+05 (100.0%) 0 (0.0%)
14 level_intensity [character]
1. active_time
2. fair_time
3. light_time
4. sedent_time
92670(18.5%)
97361(19.5%)
148435(29.7%)
161534(32.3%)
5e+05 (100.0%) 0 (0.0%)
15 active_time [numeric]
Mean (sd) : 399.1 (457.2)
min ≤ med ≤ max:
1 ≤ 193 ≤ 1440
IQR (CV) : 694 (1.1)
905 distinct values 5e+05 (100.0%) 0 (0.0%)

Generated by summarytools 1.0.1 (R version 4.2.0)
2023-06-20

Data Distribution

Row

Average Distance Moved

6.5 Km

Active Frequency

33 %

Steps Count Levels

9.4 %

Average Daily Calories Burned

2300 Calories

Average Time Spent

16.7 Hours

Average Steps Counted

Row

Total Steps

Distance Moved

Time Spent Active Intensity Level

Dataset Sample