Table 2.

The WISDM dataset distribution for each user after EDA

User ID	Jogging	Walking	Upstairs	Downstairs	Sitting	Standing	Total
1	11,056	12,861	3120	2941	0	0	29,978
2	11,786	11,739	0	0	0	0	23525
3	11018	12,970	3411	3326	1609	2824	35,158
4	895	6079	1377	1761	1257	0	11369
5	6405	12,258	3387	3281	1664	1515	28,510
6	10961	12262	1661	1431	1679	709	28,703
7	9183	11,033	3601	2257	2529	2364	30,967
8	10,313	17108	4453	3345	2699	3269	41,187
9	0	12,923	0	0	0	0	12,923
10	12,084	13,046	4294	3792	0	1659	34,875
11	12,454	12,138	4392	2674	0	0	31,658
12	12,360	10,798	2654	2870	2289	1670	32,641
13	11,301	13,047	4637	4241	1179	1659	36,064
14	13,279	13,859	8179	2875	0	0	38192
15	10,800	11,468	2055	1762	0	0	26085
16	0	12,521	1411	1575	2984	1979	20,470
17	2887	9677	5689	3767	0	0	22,020
18	10,911	12,554	2409	2410	1467	1954	31,705
19	16,201	17,622	4280	2613	2534	2132	45,382
20	10729	13027	4833	4673	15,644	5389	54,295
21	9593	12,498	4841	4036	1609	2859	35,436
22	6224	7029	5430	3625	0	0	22,308
23	12,309	6589	4836	1939	0	0	25,673
24	12278	6256	3039	2929	690	544	25,736
25	6489	6979	0	0	0	0	13,468
26	11,,913	13,210	3618	3837	0	0	32,578
27	10,856	12,366	3064	3442	2099	1630	33,457
28	0	14,169	2892	2997	0	1300	21358
29	11,459	12,354	4769	4265	2319	1603	36769
30	0	12,579	4226	3872	1559	3099	25,335
31	14,075	16876	4679	3892	2148	2612	44,282
32	10,249	12,375	3797	2208	3059	1669	33,357
33	2946	14,898	2214	4535	3248	1612	29,453
34	12,869	13378	3921	2856	1575	1349	35,948
35	12,564	7162	0	0	1599	1069	22,394
36	11,887	6200	5429	4167	2500	1925	32,108
Total	330,334	423,908	122,598	100,194	59,939	48,394	1,085,367
%	30.4%	39.1%	11.3%	9.2%	5.5%	4.5%	100%