Datasets:

DeltaSatellite1
/

grade_prediction

weighted gpa float64 2.7 3.6	term gpa float64 2.8 3.7	class grade int64 62 96	assigned date stringdate 2025-01-09 00:00:00 2025-10-09 00:00:00	due date stringdate 2025-09-15 00:00:00 2025-09-25 00:00:00	field stringclasses 5 values	field average (%) int64 60 94	category stringclasses 6 values	category weight float64 0.1 0.35	category average int64 59 93	daily hours available int64 1 8	days before due int64 7 20	difficulty stringclasses 3 values	field proficiency stringclasses 3 values	teacher experience stringclasses 3 values	work day positivity stringclasses 3 values	incentive stringclasses 3 values	confidence stringclasses 3 values	attendence stringclasses 3 values	participation stringclasses 3 values	procrastination stringclasses 3 values	predicted assignment grade int64 58 93
3.5	3.6	93	9/1/2025	9/19/2025	History	91	essay	0.3	90	4	14	high	high	medium	low	low	high	low	low	low	89
3.6	3.7	83	9/10/2025	9/25/2025	Math	81	quiz	0.26	80	6	16	medium	high	medium	low	high	high	high	low	high	79
3.6	3.7	90	9/7/2025	9/22/2025	Science	86	project	0.25	83	6	15	medium	medium	high	medium	high	medium	high	medium	high	82
3.6	3.7	93	9/6/2025	9/20/2025	Science	91	quiz	0.28	90	6	19	high	medium	high	low	low	high	medium	low	high	88
3.5	3.6	91	9/4/2025	9/17/2025	History	89	project	0.33	88	4	16	high	high	high	high	low	medium	medium	medium	high	88
2.7	2.8	83	9/9/2025	9/19/2025	Science	81	normal	0.28	80	6	13	low	medium	high	medium	low	low	high	low	medium	81
3.4	3.5	84	9/9/2025	9/18/2025	Math	82	quiz	0.27	81	4	15	low	medium	high	medium	medium	high	low	low	low	81
3.6	3.7	89	9/9/2025	9/24/2025	Science	85	lab	0.2	84	6	15	medium	medium	high	medium	medium	medium	high	medium	high	81
2.7	2.8	75	9/9/2025	9/23/2025	Science	73	normal	0.19	72	6	17	high	medium	high	medium	high	low	high	low	medium	72
2.7	2.8	79	9/10/2025	9/23/2025	Reading	77	essay	0.15	76	7	16	medium	medium	medium	high	low	high	high	high	low	76
2.7	2.8	72	9/3/2025	9/18/2025	Reading	70	test	0.33	69	6	10	low	medium	medium	high	high	medium	medium	medium	low	70
2.7	2.8	76	9/4/2025	9/18/2025	Computer Science	74	lab	0.19	73	5	7	medium	medium	medium	low	high	low	medium	medium	medium	71
2.7	2.8	69	9/1/2025	9/20/2025	Math	67	lab	0.32	66	6	15	low	low	low	low	medium	high	medium	medium	medium	64
3.6	3.7	90	9/9/2025	9/16/2025	Reading	88	quiz	0.19	87	6	11	high	medium	low	medium	medium	high	high	medium	high	82
3.4	3.5	78	9/8/2025	9/16/2025	Computer Science	76	normal	0.13	75	3	11	medium	medium	high	high	medium	low	low	low	low	76
3.4	3.5	75	9/6/2025	9/23/2025	Reading	73	project	0.23	72	3	14	high	medium	high	high	high	medium	low	low	low	71
3.5	3.6	86	9/10/2025	9/18/2025	Math	84	project	0.31	83	6	10	high	low	high	low	low	high	low	low	high	84
2.7	2.8	63	9/3/2025	9/21/2025	Math	61	test	0.21	60	6	9	high	low	low	high	medium	high	medium	low	medium	60
3.6	3.7	88	9/3/2025	9/18/2025	History	84	normal	0.2	85	6	15	high	medium	medium	high	low	medium	high	low	high	80
2.7	2.8	73	9/5/2025	9/19/2025	Math	71	lab	0.32	70	4	17	low	low	low	low	medium	low	medium	medium	medium	69
3.6	3.7	88	9/5/2025	9/19/2025	Science	86	essay	0.22	85	6	7	medium	medium	low	medium	low	high	high	low	high	81
3.6	3.7	94	9/2/2025	9/21/2025	Computer Science	92	test	0.35	90	6	19	high	high	high	high	medium	high	high	high	high	89
3.4	3.5	82	9/10/2025	9/17/2025	Science	80	normal	0.33	79	5	19	medium	medium	low	low	low	low	low	low	low	80
2.7	2.8	86	9/1/2025	9/24/2025	Reading	84	essay	0.25	83	7	14	medium	medium	medium	low	low	high	low	medium	low	86
2.7	2.8	74	9/6/2025	9/16/2025	Math	72	quiz	0.11	71	7	7	high	low	low	high	low	medium	low	medium	medium	71
3.4	3.5	76	9/3/2025	9/23/2025	Science	74	quiz	0.12	73	2	16	medium	medium	medium	medium	high	medium	low	low	low	74
2.7	2.8	75	9/5/2025	9/15/2025	Reading	73	project	0.3	72	5	7	medium	medium	high	low	low	medium	medium	high	low	71
2.7	2.8	77	9/7/2025	9/17/2025	Computer Science	75	test	0.31	74	8	16	high	medium	high	high	medium	low	high	low	medium	72
2.7	2.8	67	9/7/2025	9/21/2025	Math	65	lab	0.3	64	4	18	low	low	low	high	medium	medium	medium	high	medium	63
3.6	3.7	83	9/1/2025	9/19/2025	History	81	normal	0.3	80	6	16	medium	high	medium	low	low	low	high	high	high	77
3.5	3.6	88	9/7/2025	9/23/2025	History	86	normal	0.27	85	6	17	high	high	high	medium	medium	low	low	high	low	85
3.6	3.7	92	9/9/2025	9/23/2025	Reading	90	essay	0.1	89	6	17	low	medium	low	low	low	low	low	high	high	83
3.4	3.5	78	9/8/2025	9/24/2025	Math	76	quiz	0.19	75	1	12	medium	medium	high	high	medium	medium	low	low	low	75
3.4	3.5	79	9/4/2025	9/25/2025	Science	77	quiz	0.14	76	4	9	low	medium	high	high	medium	low	low	low	low	74
3.6	3.7	92	9/1/2025	9/20/2025	Math	90	test	0.3	88	6	19	medium	high	high	high	medium	high	high	medium	high	87
3.5	3.6	71	9/10/2025	9/19/2025	Math	69	quiz	0.27	68	5	13	high	low	high	high	medium	high	medium	medium	high	67
2.7	2.8	74	9/2/2025	9/19/2025	Reading	72	lab	0.18	71	5	20	medium	medium	high	high	high	high	medium	low	low	69
2.7	2.8	77	9/7/2025	9/20/2025	Science	75	essay	0.13	74	8	18	medium	medium	high	high	low	high	low	high	medium	74
3.4	3.5	75	9/8/2025	9/22/2025	Computer Science	73	essay	0.29	72	4	18	medium	medium	medium	medium	low	high	low	low	low	71
2.7	2.8	84	9/6/2025	9/23/2025	Reading	82	project	0.31	81	6	17	medium	medium	medium	medium	high	high	medium	medium	low	79
3.6	3.7	80	9/4/2025	9/25/2025	Computer Science	78	lab	0.13	77	6	11	low	medium	high	high	high	low	medium	low	high	74
3.4	3.5	82	9/3/2025	9/25/2025	Reading	80	test	0.2	79	1	12	high	medium	medium	high	high	medium	low	low	low	78
3.5	3.6	93	9/10/2025	9/21/2025	History	91	project	0.13	90	6	9	medium	high	high	medium	high	medium	low	medium	low	88
3.5	3.6	77	9/7/2025	9/15/2025	Computer Science	75	quiz	0.27	74	7	9	medium	high	low	high	high	medium	low	medium	low	73
3.6	3.7	80	9/4/2025	9/20/2025	History	78	test	0.14	77	6	20	low	high	medium	medium	medium	high	high	medium	high	73
3.5	3.6	75	9/1/2025	9/15/2025	Computer Science	73	lab	0.31	72	8	17	high	low	high	medium	high	low	high	low	low	73
3.4	3.5	82	9/3/2025	9/24/2025	Math	80	normal	0.28	79	4	13	high	medium	high	low	high	low	low	low	low	80
3.6	3.7	83	9/8/2025	9/17/2025	Reading	81	essay	0.2	79	6	9	medium	medium	medium	low	medium	medium	high	medium	high	75
2.7	2.8	81	9/3/2025	9/22/2025	Reading	79	quiz	0.12	78	7	16	high	medium	medium	high	medium	high	high	medium	low	78
3.4	3.5	78	9/3/2025	9/18/2025	Reading	76	project	0.24	75	1	11	low	medium	low	low	high	high	low	low	low	76
3.6	3.7	93	9/5/2025	9/17/2025	History	91	lab	0.1	90	6	12	medium	high	medium	low	medium	low	low	medium	high	88
3.5	3.6	95	9/9/2025	9/17/2025	History	93	test	0.11	92	5	12	high	high	low	high	medium	high	low	medium	high	92
3.4	3.5	83	9/7/2025	9/15/2025	History	81	essay	0.22	80	6	8	high	medium	low	high	low	medium	low	low	low	78
3.4	3.5	82	9/4/2025	9/24/2025	Science	80	project	0.25	79	4	14	low	medium	high	high	high	low	low	low	low	78
3.4	3.5	80	9/2/2025	9/20/2025	History	78	quiz	0.2	77	3	18	medium	medium	medium	high	low	high	low	low	low	77
3.5	3.6	75	9/2/2025	9/18/2025	Computer Science	73	quiz	0.2	72	6	9	high	medium	low	high	medium	high	low	medium	low	70
3.4	3.5	75	9/9/2025	9/20/2025	History	73	lab	0.13	72	3	9	low	medium	high	low	high	high	low	low	low	72
3.4	3.5	76	9/5/2025	9/25/2025	Science	74	normal	0.33	73	2	18	low	medium	medium	medium	low	medium	low	low	low	74
3.4	3.5	79	9/4/2025	9/20/2025	Math	77	essay	0.11	76	1	10	medium	medium	medium	high	medium	medium	low	low	low	77
3.5	3.6	79	9/6/2025	9/19/2025	Reading	77	project	0.13	76	5	15	high	high	high	low	high	medium	low	low	medium	74
3.5	3.6	71	9/4/2025	9/18/2025	Math	69	project	0.23	68	7	15	high	low	high	low	low	medium	medium	high	high	66
2.7	2.8	65	9/10/2025	9/24/2025	Computer Science	63	test	0.26	62	4	15	low	medium	high	medium	low	low	low	medium	medium	61
3.6	3.7	82	9/3/2025	9/17/2025	History	80	lab	0.28	79	6	11	low	high	medium	high	high	low	medium	medium	high	74
2.7	2.8	70	9/10/2025	9/22/2025	History	68	quiz	0.27	67	8	16	medium	medium	high	low	high	high	medium	low	low	66
3.4	3.5	79	9/10/2025	9/17/2025	Reading	77	test	0.15	76	4	12	low	medium	high	medium	low	low	low	low	low	74
3.6	3.7	81	9/2/2025	9/15/2025	Computer Science	79	essay	0.19	78	6	7	medium	medium	low	low	high	medium	medium	low	high	71
3.5	3.6	90	9/4/2025	9/20/2025	Math	88	project	0.22	87	6	14	high	high	medium	high	low	medium	medium	low	low	86
2.7	2.8	74	9/1/2025	9/16/2025	Math	72	project	0.28	71	5	18	high	low	low	high	medium	high	medium	medium	medium	70
3.5	3.6	94	9/1/2025	9/16/2025	Science	92	project	0.25	91	4	19	medium	high	medium	low	low	medium	high	low	low	90
3.4	3.5	76	9/2/2025	9/23/2025	History	74	lab	0.14	73	5	11	medium	medium	high	low	low	medium	low	low	low	74
3.5	3.6	83	9/8/2025	9/18/2025	Math	81	normal	0.19	80	6	10	medium	high	medium	high	low	low	high	medium	high	80
2.7	2.8	73	9/5/2025	9/17/2025	History	71	project	0.29	70	7	15	medium	medium	high	low	low	low	medium	high	low	70
3.5	3.6	89	9/3/2025	9/20/2025	History	87	lab	0.34	86	6	16	high	high	low	medium	medium	medium	high	medium	low	87
3.4	3.5	83	9/1/2025	9/22/2025	History	81	quiz	0.21	80	6	10	low	medium	high	low	high	high	low	low	low	79
2.7	2.8	79	9/1/2025	9/22/2025	History	77	quiz	0.2	76	5	12	high	medium	high	low	high	medium	medium	high	low	76
3.4	3.5	75	9/5/2025	9/22/2025	Math	73	project	0.24	72	4	10	low	medium	high	medium	medium	medium	low	low	low	70
2.7	2.8	74	9/4/2025	9/20/2025	Reading	72	lab	0.21	71	6	16	high	medium	medium	low	high	low	medium	medium	low	72
3.4	3.5	84	9/8/2025	9/19/2025	Science	82	essay	0.2	81	1	7	low	medium	medium	low	high	medium	low	low	low	81
3.6	3.7	95	9/2/2025	9/19/2025	Science	93	quiz	0.27	92	6	15	low	high	medium	low	low	medium	high	high	high	87
3.5	3.6	84	9/6/2025	9/24/2025	Math	82	normal	0.32	81	5	19	low	high	high	medium	low	high	high	low	medium	82
2.7	2.8	87	9/6/2025	9/21/2025	History	85	essay	0.13	84	8	8	medium	medium	high	low	medium	medium	high	medium	low	84
2.7	2.8	73	9/6/2025	9/16/2025	Reading	71	test	0.27	70	6	18	high	medium	medium	low	medium	medium	medium	high	low	70
2.7	2.8	78	9/10/2025	9/21/2025	Reading	76	essay	0.34	75	7	16	medium	medium	high	high	medium	medium	low	low	low	78
3.5	3.6	82	9/4/2025	9/23/2025	Reading	80	quiz	0.16	79	4	15	low	low	low	low	medium	high	low	low	medium	80
2.7	2.8	74	9/3/2025	9/22/2025	Computer Science	72	test	0.17	71	4	12	medium	medium	high	medium	high	high	medium	high	medium	69
2.7	2.8	75	9/1/2025	9/15/2025	Math	73	quiz	0.15	72	6	14	high	low	low	high	high	medium	high	high	medium	72
3.5	3.6	93	9/3/2025	9/15/2025	History	91	test	0.26	90	5	7	medium	high	low	low	low	medium	low	low	high	90
2.7	2.8	66	9/1/2025	9/15/2025	Computer Science	64	test	0.32	63	7	11	medium	medium	high	medium	medium	low	high	low	medium	61
2.7	2.8	70	9/8/2025	9/21/2025	History	68	quiz	0.34	67	4	13	high	medium	medium	high	low	medium	high	low	low	70
3.5	3.6	95	9/4/2025	9/24/2025	Science	93	test	0.16	92	6	13	low	high	high	high	low	low	low	low	medium	89
3.4	3.5	81	9/10/2025	9/25/2025	History	79	project	0.17	78	5	14	high	medium	medium	medium	high	high	low	low	low	76
3.4	3.5	80	9/9/2025	9/22/2025	Science	78	lab	0.14	77	2	9	high	medium	low	medium	medium	high	low	low	low	77
3.5	3.6	90	9/2/2025	9/22/2025	History	88	test	0.32	87	6	16	high	high	high	high	high	low	low	high	medium	89
3.4	3.5	79	9/6/2025	9/20/2025	History	77	normal	0.2	76	5	10	low	medium	low	low	medium	high	low	low	low	77
2.7	2.8	68	9/10/2025	9/19/2025	Math	66	project	0.28	65	8	15	medium	low	low	high	low	high	medium	medium	medium	68
3.5	3.6	83	9/6/2025	9/25/2025	Computer Science	81	normal	0.15	80	8	13	low	low	low	low	low	high	low	medium	high	81
3.6	3.7	81	9/10/2025	9/16/2025	Math	79	essay	0.26	78	6	18	medium	high	medium	medium	high	low	high	high	high	79
3.4	3.5	85	9/8/2025	9/21/2025	Math	83	quiz	0.23	82	6	12	medium	medium	medium	high	high	high	low	low	low	81
3.4	3.5	80	9/10/2025	9/19/2025	Science	78	lab	0.17	77	3	8	low	medium	low	high	low	medium	low	low	low	78
2.7	2.8	74	9/8/2025	9/18/2025	Math	72	project	0.11	71	6	10	medium	low	low	medium	medium	medium	high	medium	medium	74

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