Diet Analysis , Predict The Weight

Analyzing diet, exercise, and lifestyle effects on weight change

@kaggle.abdullah0a_comprehensive_weight_change_prediction

Table List

1 table(14.12 KB)

Weight Change Dataset

@kaggle.abdullah0a_comprehensive_weight_change_prediction.weight_change_dataset

14.12 KB
100 rows
13 columns

participant_id Participant ID	age Age	gender Gender	current_weight_lbs Current Weight (lbs)	bmr_calories BMR (Calories)	daily_calories_consumed Daily Calories Consumed	daily_caloric_surplus_deficit Daily Caloric Surplus/Deficit	weight_change_lbs Weight Change (lbs)	duration_weeks Duration (weeks)	physical_activity_level Physical Activity Level	sleep_quality Sleep Quality	stress_level Stress Level	final_weight_lbs Final Weight (lbs)
1	56	M	228.4	3102.3	3916	813.7	0.2	1	Sedentary	Excellent	6	228.6
2	46	F	165.4	2275.5	3823	1547.5	2.4	6	Very Active	Excellent	6	167.8
3	32	F	142.8	2119.4	2785.4	666	1.4	7	Sedentary	Good	3	144.2
4	25	F	145.5	2181.3	2587.3	406	0.8	8	Sedentary	Fair	2	146.3
5	38	M	155.5	2463.8	3312.8	849	2	10	Lightly Active	Good	1	157.5
6	56	F	152.9	2100.6	2262.4	161.9	-12.513498122979655	9	Sedentary	Poor	6	140.4
7	36	M	107.3	1991.3	2933.4	942.1	-2.4373069574334685	2	Moderately Active	Poor	5	104.9
8	40	M	207.9	2977.9	4000	1022.1	-35.67811526793611	11	Moderately Active	Poor	9	172.2
9	28	F	169.5	2406.9	3890.2	1483.4	-8.476632983935861	10	Very Active	Poor	1	161
10	28	F	169.2	2403.3	2485.8	82.5		2	Sedentary	Excellent	7	169.2


CREATE TABLE weight_change_dataset (
  "participant_id" BIGINT,
  "age" BIGINT,
  "gender" VARCHAR,
  "current_weight_lbs" DOUBLE,
  "bmr_calories" DOUBLE,
  "daily_calories_consumed" DOUBLE,
  "daily_caloric_surplus_deficit" DOUBLE,
  "weight_change_lbs" DOUBLE,
  "duration_weeks" BIGINT,
  "physical_activity_level" VARCHAR,
  "sleep_quality" VARCHAR,
  "stress_level" BIGINT,
  "final_weight_lbs" DOUBLE
);