Datasets:

electricsheepafrica
/

africa-synth-cancer-cancer-nutrition-support-africa-all

patient_id stringlengths 19 19	country stringclasses 7 values	year int64 2.02k 2.03k	age int64 25 79	cancer_type stringclasses 9 values	cancer_stage stringclasses 4 values	treatment_phase stringclasses 4 values	weight_kg float64 35 95	height_cm int64 145 184	bmi float64 14 32	weight_loss_percent float64 0 25	weight_loss_unintentional stringclasses 2 values	malnutrition_screened stringclasses 2 values	malnutrition_status stringclasses 3 values	sga_score stringclasses 3 values	appetite stringclasses 3 values	food_intake_percent int64 30 99	nutrition_support stringclasses 2 values	support_type stringclasses 4 values	calorie_prescribed_kcal int64 0 2.5k	protein_prescribed_g int64 0 119	supplements_given stringclasses 2 values	vitamin_supplementation stringclasses 2 values	nutrition_education stringclasses 2 values	dietitian_referral stringclasses 2 values	weight_change_after_support float64 -2 5	functional_status stringclasses 3 values	treatment_tolerance stringclasses 3 values	scenario stringclasses 1 value
NUTR-TAN-2018-00001	Tanzania	2,018	71	Esophageal	II	Adjuvant	62.1	175	21.1	0	No	No	Malnourished	A	Normal	92	Yes	Diet counseling	0	0	No	No	No	No	0	Full	Good	moderate_burden
NUTR-ETH-2019-00002	Ethiopia	2,019	48	Liver	III	Palliative	42.2	165	14.4	12.6	Yes	Yes	Normal	B	Normal	53	No	Enteral feeding	1,621	0	Yes	Yes	Yes	No	0	Full	Good	moderate_burden
NUTR-ETH-2021-00003	Ethiopia	2,021	54	Colorectal	III	Adjuvant	35.8	156	30.1	0	No	No	At risk	C	Poor	57	No	Enteral feeding	0	0	No	No	No	No	0	Partial	Good	moderate_burden
NUTR-GHA-2025-00004	Ghana	2,025	54	Colorectal	IV	Adjuvant	90.6	172	25.5	0	No	Yes	At risk	A	Normal	92	No	Enteral feeding	0	0	No	No	Yes	No	-0.5	Dependent	Poor	moderate_burden
NUTR-GHA-2020-00005	Ghana	2,020	79	Pancreas	IV	Survivor	80.5	166	21.4	23.8	Yes	No	At risk	B	Reduced	60	No	null	0	0	No	No	No	No	0	Full	Good	moderate_burden
NUTR-NIG-2018-00006	Nigeria	2,018	26	Cervix	I	Neoadjuvant	92.6	170	17.9	15.3	Yes	No	Normal	C	Normal	91	No	ONS	0	0	No	No	No	No	0	Dependent	Poor	moderate_burden
NUTR-NIG-2019-00007	Nigeria	2,019	59	Cervix	II	Adjuvant	58.5	153	15.6	24	Yes	Yes	Normal	A	Normal	35	No	null	0	0	No	No	Yes	No	-1	Full	Good	moderate_burden
NUTR-NIG-2022-00008	Nigeria	2,022	33	Prostate	II	Neoadjuvant	85.6	166	31.7	0	No	No	At risk	B	Normal	92	No	null	0	0	Yes	No	Yes	No	0	Partial	Good	moderate_burden
NUTR-TAN-2021-00009	Tanzania	2,021	71	Stomach	III	Palliative	42.1	145	20.6	21.2	Yes	Yes	Malnourished	A	Normal	35	No	Enteral feeding	1,639	64	No	Yes	Yes	No	0	Dependent	Moderate	moderate_burden
NUTR-ETH-2020-00010	Ethiopia	2,020	59	Esophageal	III	Palliative	65.4	166	16.6	6.5	Yes	No	Normal	A	Reduced	49	No	null	0	87	No	No	Yes	Yes	0	Partial	Poor	moderate_burden
NUTR-UGA-2023-00011	Uganda	2,023	75	Prostate	II	Adjuvant	52.2	161	20.2	0	No	No	At risk	C	Reduced	36	No	Enteral feeding	0	66	Yes	Yes	Yes	No	0	Full	Good	moderate_burden
NUTR-SOU-2025-00012	South Africa	2,025	61	Esophageal	IV	Adjuvant	66.5	181	20.4	17.6	Yes	No	At risk	A	Poor	53	Yes	null	0	0	No	Yes	No	No	2	Dependent	Moderate	moderate_burden
NUTR-TAN-2023-00013	Tanzania	2,023	43	Cervix	III	Adjuvant	61.4	154	25.7	0	No	Yes	Normal	B	Reduced	58	No	null	0	87	Yes	No	Yes	No	2.1	Partial	Good	moderate_burden
NUTR-GHA-2024-00014	Ghana	2,024	29	Cervix	I	Adjuvant	87.7	146	21.3	4.7	Yes	No	At risk	A	Poor	45	No	null	0	0	No	Yes	No	Yes	0	Dependent	Good	moderate_burden
NUTR-NIG-2019-00015	Nigeria	2,019	70	Esophageal	III	Adjuvant	79.8	177	20.3	1.8	Yes	No	Normal	C	Normal	96	No	Diet counseling	1,595	0	No	No	No	No	0	Full	Good	moderate_burden
NUTR-GHA-2025-00016	Ghana	2,025	76	Lung	IV	Neoadjuvant	58.4	180	18.9	1	Yes	Yes	Normal	A	Reduced	66	Yes	null	0	63	Yes	Yes	No	No	0	Partial	Moderate	moderate_burden
NUTR-SOU-2019-00017	South Africa	2,019	61	Esophageal	III	Palliative	62.1	155	17.5	24.2	Yes	No	At risk	A	Reduced	94	Yes	null	0	0	Yes	Yes	No	Yes	0	Partial	Poor	moderate_burden
NUTR-ETH-2021-00018	Ethiopia	2,021	30	Colorectal	III	Adjuvant	76.5	151	20.1	5	Yes	Yes	Normal	A	Normal	91	No	null	1,737	65	Yes	No	Yes	No	0	Full	Moderate	moderate_burden
NUTR-NIG-2024-00019	Nigeria	2,024	56	Esophageal	II	Survivor	61.7	165	17.3	19.5	Yes	Yes	At risk	A	Reduced	40	No	null	0	0	No	No	Yes	Yes	0.5	Partial	Poor	moderate_burden
NUTR-TAN-2025-00020	Tanzania	2,025	33	Breast	IV	Adjuvant	46.1	174	30.6	0	No	Yes	At risk	C	Reduced	58	Yes	Enteral feeding	1,645	50	Yes	No	No	Yes	0	Dependent	Moderate	moderate_burden
NUTR-ETH-2024-00021	Ethiopia	2,024	28	Pancreas	IV	Adjuvant	86.6	148	19.1	0	No	No	Malnourished	B	Poor	41	No	null	0	0	No	Yes	No	No	-1.6	Dependent	Good	moderate_burden
NUTR-UGA-2020-00022	Uganda	2,020	25	Prostate	IV	Neoadjuvant	41.7	162	29.2	0	No	No	Malnourished	B	Normal	93	No	null	0	0	No	No	No	No	0	Partial	Moderate	moderate_burden
NUTR-KEN-2023-00023	Kenya	2,023	60	Cervix	III	Adjuvant	54.9	164	17.1	13.9	Yes	No	Normal	B	Normal	39	No	null	1,610	0	No	Yes	No	No	0	Dependent	Poor	moderate_burden
NUTR-SOU-2023-00024	South Africa	2,023	77	Cervix	III	Palliative	76.8	150	21.1	1.6	Yes	No	Normal	A	Reduced	85	No	null	2,221	109	No	Yes	No	No	0	Full	Moderate	moderate_burden
NUTR-NIG-2018-00025	Nigeria	2,018	62	Cervix	IV	Palliative	38.6	155	16.1	15.6	Yes	No	Normal	C	Reduced	57	No	ONS	0	0	No	Yes	Yes	Yes	0	Dependent	Moderate	moderate_burden
NUTR-UGA-2021-00026	Uganda	2,021	79	Pancreas	III	Survivor	79	161	31.7	0	No	Yes	At risk	A	Reduced	43	Yes	Enteral feeding	0	0	Yes	No	Yes	Yes	0	Partial	Good	moderate_burden
NUTR-TAN-2020-00027	Tanzania	2,020	42	Lung	III	Survivor	55.4	168	16.1	24.8	Yes	Yes	Malnourished	B	Reduced	96	No	Parenteral	0	43	Yes	No	Yes	No	0	Dependent	Poor	moderate_burden
NUTR-ETH-2025-00028	Ethiopia	2,025	44	Esophageal	III	Survivor	54.2	156	26	0	No	No	At risk	A	Normal	65	No	null	1,321	0	Yes	Yes	No	No	0	Full	Poor	moderate_burden
NUTR-ETH-2019-00029	Ethiopia	2,019	47	Cervix	IV	Palliative	68.4	171	30.7	0	No	Yes	Normal	C	Reduced	36	No	null	0	67	No	Yes	Yes	No	0	Partial	Good	moderate_burden
NUTR-TAN-2018-00030	Tanzania	2,018	66	Esophageal	II	Adjuvant	42.1	159	25.5	0	No	No	Normal	B	Poor	31	No	null	1,753	0	No	No	Yes	No	0	Dependent	Poor	moderate_burden
NUTR-GHA-2022-00031	Ghana	2,022	29	Colorectal	II	Survivor	36.9	164	18.7	0	No	No	Normal	A	Reduced	43	No	Enteral feeding	0	0	No	Yes	No	No	-1.7	Partial	Good	moderate_burden
NUTR-KEN-2025-00032	Kenya	2,025	47	Prostate	III	Palliative	88.1	157	19.8	15.7	Yes	No	Normal	B	Normal	43	Yes	null	1,812	107	Yes	Yes	Yes	Yes	1.4	Partial	Good	moderate_burden
NUTR-NIG-2022-00033	Nigeria	2,022	63	Cervix	III	Adjuvant	86	157	18.3	0	No	Yes	Normal	B	Normal	93	Yes	null	0	102	Yes	No	No	No	0	Full	Poor	moderate_burden
NUTR-ETH-2019-00034	Ethiopia	2,019	57	Pancreas	IV	Palliative	92.7	181	29.2	0	No	No	Normal	B	Poor	39	Yes	null	0	0	Yes	Yes	No	Yes	-1.4	Partial	Moderate	moderate_burden
NUTR-KEN-2024-00035	Kenya	2,024	47	Breast	III	Palliative	66.4	145	18.1	16.5	Yes	Yes	Malnourished	C	Reduced	68	No	null	2,309	116	No	Yes	No	No	0	Partial	Moderate	moderate_burden
NUTR-SOU-2018-00036	South Africa	2,018	60	Breast	III	Palliative	62.8	149	23	0	No	Yes	Normal	B	Poor	96	No	ONS	0	0	Yes	Yes	No	No	0	Full	Moderate	moderate_burden
NUTR-TAN-2024-00037	Tanzania	2,024	75	Cervix	II	Adjuvant	76.8	169	21.1	11.6	Yes	No	At risk	B	Reduced	67	Yes	null	0	0	No	No	Yes	No	-1.1	Partial	Moderate	moderate_burden
NUTR-KEN-2023-00038	Kenya	2,023	46	Lung	IV	Adjuvant	89.8	158	20.2	6.6	Yes	Yes	Normal	C	Poor	60	No	null	0	0	Yes	No	Yes	No	0.5	Full	Poor	moderate_burden
NUTR-SOU-2022-00039	South Africa	2,022	26	Lung	IV	Adjuvant	77.9	180	24.1	0	No	No	At risk	B	Normal	36	No	Enteral feeding	2,131	0	Yes	No	Yes	No	1.4	Full	Moderate	moderate_burden
NUTR-GHA-2022-00040	Ghana	2,022	63	Prostate	II	Survivor	51.1	148	29.6	0	No	Yes	Normal	A	Normal	83	No	null	0	0	No	Yes	No	No	0	Partial	Good	moderate_burden
NUTR-KEN-2018-00041	Kenya	2,018	73	Colorectal	III	Survivor	52.6	165	27.3	0	No	Yes	At risk	C	Normal	78	No	null	0	0	Yes	No	Yes	No	0	Full	Good	moderate_burden
NUTR-ETH-2020-00042	Ethiopia	2,020	72	Esophageal	IV	Neoadjuvant	47.2	162	16.8	18.7	Yes	No	At risk	B	Normal	32	No	Diet counseling	0	0	Yes	Yes	Yes	No	0	Dependent	Moderate	moderate_burden
NUTR-ETH-2021-00043	Ethiopia	2,021	77	Stomach	I	Palliative	94.1	178	16.2	23.1	Yes	Yes	Normal	B	Poor	98	Yes	Enteral feeding	0	0	No	Yes	No	No	0	Partial	Moderate	moderate_burden
NUTR-KEN-2018-00044	Kenya	2,018	60	Breast	IV	Neoadjuvant	73.6	174	21.3	13.4	Yes	Yes	Malnourished	C	Normal	92	No	Enteral feeding	0	0	No	No	No	Yes	3.9	Partial	Good	moderate_burden
NUTR-ETH-2018-00045	Ethiopia	2,018	53	Stomach	IV	Adjuvant	43.9	180	20	23.2	Yes	No	Normal	B	Reduced	84	No	null	0	0	No	No	No	No	1.3	Partial	Good	moderate_burden
NUTR-KEN-2024-00046	Kenya	2,024	26	Prostate	III	Neoadjuvant	50.6	163	20.8	24.7	Yes	Yes	Normal	A	Normal	35	Yes	null	0	0	No	Yes	Yes	No	0	Full	Good	moderate_burden
NUTR-SOU-2019-00047	South Africa	2,019	64	Stomach	IV	Neoadjuvant	69.7	166	19.3	17.3	Yes	Yes	Normal	A	Reduced	79	No	null	1,955	0	No	No	Yes	Yes	0	Dependent	Moderate	moderate_burden
NUTR-UGA-2025-00048	Uganda	2,025	57	Colorectal	II	Palliative	74.3	178	16.4	20.4	Yes	No	Normal	C	Reduced	83	No	null	1,242	0	Yes	No	Yes	No	0	Partial	Good	moderate_burden
NUTR-NIG-2021-00049	Nigeria	2,021	25	Esophageal	III	Adjuvant	84.3	183	15	24.7	Yes	No	Normal	C	Reduced	47	Yes	null	0	0	No	Yes	Yes	No	0	Dependent	Good	moderate_burden
NUTR-SOU-2019-00050	South Africa	2,019	48	Breast	III	Survivor	82.6	166	31.8	0	No	Yes	Normal	C	Reduced	57	No	null	1,246	45	No	No	Yes	No	2.8	Partial	Good	moderate_burden
NUTR-KEN-2019-00051	Kenya	2,019	39	Breast	III	Palliative	72.1	184	22.2	0	No	Yes	At risk	A	Poor	58	No	Diet counseling	2,310	0	Yes	Yes	No	Yes	-0.6	Full	Good	moderate_burden
NUTR-ETH-2019-00052	Ethiopia	2,019	58	Pancreas	III	Adjuvant	69.1	151	20.8	0	No	Yes	At risk	C	Reduced	87	No	ONS	2,249	92	No	Yes	No	No	0	Partial	Poor	moderate_burden
NUTR-ETH-2020-00053	Ethiopia	2,020	58	Liver	II	Palliative	85.6	161	31.6	0	No	Yes	Normal	A	Normal	48	No	Enteral feeding	0	95	No	Yes	No	No	0	Partial	Good	moderate_burden
NUTR-GHA-2025-00054	Ghana	2,025	64	Liver	III	Adjuvant	40.3	173	20.9	8.8	Yes	Yes	At risk	A	Reduced	77	No	Enteral feeding	0	71	Yes	No	No	No	0	Full	Moderate	moderate_burden
NUTR-ETH-2021-00055	Ethiopia	2,021	54	Liver	III	Neoadjuvant	40.4	175	18.6	0	No	Yes	Malnourished	C	Reduced	59	No	null	0	0	Yes	Yes	Yes	No	0	Dependent	Good	moderate_burden
NUTR-SOU-2023-00056	South Africa	2,023	27	Lung	IV	Adjuvant	77.5	182	26	0	No	No	Normal	B	Poor	99	No	null	0	0	No	No	Yes	Yes	0	Full	Moderate	moderate_burden
NUTR-KEN-2020-00057	Kenya	2,020	77	Pancreas	II	Survivor	71	156	24.6	0	No	Yes	Normal	A	Normal	77	No	null	0	0	No	Yes	No	Yes	0.4	Partial	Moderate	moderate_burden
NUTR-TAN-2019-00058	Tanzania	2,019	40	Breast	II	Adjuvant	60.2	165	20.8	3.6	Yes	Yes	Normal	B	Poor	91	No	null	0	0	Yes	Yes	Yes	Yes	0	Partial	Good	moderate_burden
NUTR-KEN-2019-00059	Kenya	2,019	41	Liver	III	Survivor	59.9	168	15	17.7	Yes	Yes	Malnourished	A	Poor	67	Yes	null	1,261	0	No	Yes	No	No	0	Dependent	Moderate	moderate_burden
NUTR-KEN-2021-00060	Kenya	2,021	62	Esophageal	III	Neoadjuvant	86.8	145	20.5	24.5	Yes	Yes	Malnourished	C	Normal	49	Yes	Diet counseling	0	0	No	No	No	No	0	Dependent	Good	moderate_burden
NUTR-TAN-2024-00061	Tanzania	2,024	60	Liver	III	Adjuvant	79.7	145	28.8	0	No	Yes	At risk	A	Reduced	81	No	null	2,140	0	Yes	No	No	No	0	Full	Poor	moderate_burden
NUTR-NIG-2025-00062	Nigeria	2,025	36	Colorectal	II	Survivor	69.2	155	19	13.5	Yes	Yes	Normal	C	Normal	46	No	Diet counseling	0	0	No	No	No	No	0	Partial	Poor	moderate_burden
NUTR-UGA-2021-00063	Uganda	2,021	66	Esophageal	III	Palliative	93.9	183	18.1	0	No	No	Malnourished	C	Reduced	73	Yes	Parenteral	0	0	No	No	No	No	0	Full	Poor	moderate_burden
NUTR-TAN-2022-00064	Tanzania	2,022	54	Colorectal	III	Palliative	37.2	177	15.4	2.2	Yes	No	Normal	B	Normal	74	Yes	null	0	68	Yes	No	Yes	Yes	0	Dependent	Moderate	moderate_burden
NUTR-TAN-2020-00065	Tanzania	2,020	61	Esophageal	III	Adjuvant	61.3	158	14.6	4.1	Yes	No	Malnourished	A	Reduced	63	No	null	0	0	No	No	Yes	Yes	0	Partial	Good	moderate_burden
NUTR-SOU-2025-00066	South Africa	2,025	30	Cervix	IV	Adjuvant	64.9	161	23.9	0	No	Yes	Normal	C	Reduced	35	Yes	null	0	94	No	No	Yes	No	0	Dependent	Good	moderate_burden
NUTR-SOU-2023-00067	South Africa	2,023	35	Cervix	IV	Adjuvant	86.2	146	18.5	8.5	Yes	No	Normal	B	Normal	62	No	null	0	66	No	No	Yes	Yes	0	Partial	Good	moderate_burden
NUTR-TAN-2018-00068	Tanzania	2,018	69	Stomach	IV	Adjuvant	72.8	178	27.7	0	No	No	Malnourished	A	Reduced	71	No	null	0	115	No	No	Yes	No	0	Partial	Moderate	moderate_burden
NUTR-ETH-2024-00069	Ethiopia	2,024	29	Prostate	IV	Adjuvant	64.1	177	18.4	0	No	Yes	Normal	A	Poor	52	Yes	null	0	0	No	No	No	No	4.9	Full	Poor	moderate_burden
NUTR-KEN-2023-00070	Kenya	2,023	68	Esophageal	II	Neoadjuvant	57.4	163	17.6	15.4	Yes	No	At risk	A	Poor	86	No	null	0	69	Yes	No	No	No	0	Full	Poor	moderate_burden
NUTR-UGA-2023-00071	Uganda	2,023	70	Cervix	IV	Adjuvant	63.9	164	31.5	0	No	Yes	At risk	C	Reduced	30	No	null	0	104	No	No	Yes	No	-0.1	Full	Moderate	moderate_burden
NUTR-KEN-2024-00072	Kenya	2,024	29	Pancreas	IV	Neoadjuvant	59.5	162	26.4	0	No	Yes	Malnourished	A	Reduced	35	No	null	0	0	No	No	No	No	0	Full	Moderate	moderate_burden
NUTR-KEN-2022-00073	Kenya	2,022	46	Prostate	III	Survivor	74.5	163	18.6	11.1	Yes	Yes	Normal	A	Normal	66	No	null	1,387	45	Yes	No	No	No	4.1	Partial	Moderate	moderate_burden
NUTR-UGA-2018-00074	Uganda	2,018	53	Colorectal	III	Adjuvant	35.3	172	22.6	0	No	Yes	Malnourished	C	Normal	83	No	null	0	74	No	No	No	No	0	Dependent	Moderate	moderate_burden
NUTR-ETH-2025-00075	Ethiopia	2,025	30	Prostate	III	Survivor	43	174	15.3	23.4	Yes	No	Normal	B	Poor	74	Yes	null	1,335	62	No	No	Yes	Yes	0	Full	Moderate	moderate_burden
NUTR-NIG-2025-00076	Nigeria	2,025	78	Colorectal	III	Palliative	49.5	170	21.3	0	No	Yes	Normal	B	Normal	97	No	null	0	54	Yes	No	No	No	0	Partial	Good	moderate_burden
NUTR-NIG-2025-00077	Nigeria	2,025	35	Pancreas	IV	Survivor	62.3	177	17.4	14	Yes	Yes	Malnourished	C	Normal	92	No	Enteral feeding	1,276	0	No	No	No	No	3.9	Dependent	Poor	moderate_burden
NUTR-KEN-2024-00078	Kenya	2,024	73	Stomach	II	Palliative	50.7	154	15.2	4.4	Yes	Yes	At risk	B	Reduced	39	No	Enteral feeding	0	0	No	No	Yes	Yes	0	Partial	Good	moderate_burden
NUTR-NIG-2020-00079	Nigeria	2,020	37	Esophageal	IV	Survivor	86.7	177	21.7	8.6	Yes	Yes	Malnourished	B	Reduced	31	No	null	0	0	Yes	Yes	Yes	No	4.1	Full	Moderate	moderate_burden
NUTR-GHA-2022-00080	Ghana	2,022	28	Colorectal	IV	Adjuvant	86.4	164	26.9	0	No	No	At risk	B	Normal	70	No	null	1,617	0	Yes	Yes	No	Yes	0	Full	Moderate	moderate_burden
NUTR-SOU-2021-00081	South Africa	2,021	48	Esophageal	III	Survivor	46.6	175	18.1	6.2	Yes	Yes	Normal	B	Normal	58	Yes	Enteral feeding	2,298	0	No	No	Yes	No	0	Full	Good	moderate_burden
NUTR-KEN-2019-00082	Kenya	2,019	63	Lung	II	Survivor	67.6	167	31.2	0	No	No	Normal	C	Poor	34	No	null	2,384	84	No	No	Yes	Yes	0	Full	Moderate	moderate_burden
NUTR-TAN-2018-00083	Tanzania	2,018	62	Colorectal	III	Survivor	58	173	32	0	No	No	Malnourished	A	Normal	84	No	Enteral feeding	1,280	0	Yes	No	No	Yes	0	Partial	Poor	moderate_burden
NUTR-NIG-2022-00084	Nigeria	2,022	65	Stomach	III	Survivor	43.6	182	20.8	1.2	Yes	Yes	Normal	B	Reduced	88	No	Parenteral	0	0	No	No	Yes	Yes	3.3	Partial	Poor	moderate_burden
NUTR-NIG-2021-00085	Nigeria	2,021	29	Stomach	I	Neoadjuvant	36.1	167	29.5	0	No	Yes	At risk	B	Poor	95	No	ONS	0	0	No	No	No	No	2.9	Full	Good	moderate_burden
NUTR-NIG-2018-00086	Nigeria	2,018	59	Colorectal	IV	Adjuvant	79.8	152	23.7	0	No	Yes	At risk	C	Reduced	54	No	null	0	0	No	Yes	Yes	Yes	0	Dependent	Moderate	moderate_burden
NUTR-GHA-2022-00087	Ghana	2,022	72	Lung	I	Survivor	42	179	20.5	17.7	Yes	No	Malnourished	B	Normal	74	No	ONS	1,831	41	No	Yes	Yes	No	2.5	Dependent	Good	moderate_burden
NUTR-UGA-2023-00088	Uganda	2,023	49	Stomach	IV	Adjuvant	43.1	166	14.6	11.1	Yes	No	Normal	A	Reduced	93	No	ONS	0	0	No	No	No	Yes	0	Partial	Good	moderate_burden
NUTR-ETH-2018-00089	Ethiopia	2,018	26	Cervix	IV	Adjuvant	67.8	162	17.4	9.7	Yes	Yes	Normal	C	Reduced	66	No	ONS	0	0	Yes	No	Yes	No	0	Full	Good	moderate_burden
NUTR-KEN-2025-00090	Kenya	2,025	28	Cervix	IV	Adjuvant	60	161	23.1	0	No	No	Normal	A	Normal	63	No	null	0	0	Yes	Yes	Yes	No	0	Dependent	Moderate	moderate_burden
NUTR-ETH-2025-00091	Ethiopia	2,025	32	Stomach	IV	Adjuvant	69.6	177	20.8	18.9	Yes	Yes	At risk	A	Normal	74	Yes	ONS	0	0	Yes	No	Yes	Yes	0	Partial	Poor	moderate_burden
NUTR-ETH-2025-00092	Ethiopia	2,025	69	Prostate	III	Neoadjuvant	58.6	169	26.6	0	No	Yes	Normal	C	Normal	82	No	ONS	1,230	0	Yes	Yes	No	No	0	Partial	Moderate	moderate_burden
NUTR-GHA-2023-00093	Ghana	2,023	27	Prostate	III	Survivor	63.8	178	23.7	0	No	Yes	Normal	C	Normal	37	No	Enteral feeding	2,156	0	Yes	No	No	Yes	0.6	Partial	Good	moderate_burden
NUTR-GHA-2018-00094	Ghana	2,018	71	Colorectal	III	Adjuvant	81.7	165	19.6	8	Yes	No	Normal	A	Reduced	61	No	ONS	0	0	No	Yes	Yes	No	0	Full	Good	moderate_burden
NUTR-UGA-2025-00095	Uganda	2,025	69	Breast	III	Survivor	35.3	145	25.8	0	No	Yes	Normal	B	Poor	44	Yes	null	1,839	68	Yes	Yes	Yes	No	4.6	Full	Moderate	moderate_burden
NUTR-KEN-2022-00096	Kenya	2,022	25	Lung	IV	Survivor	36.8	176	19.9	15	Yes	No	Normal	B	Reduced	53	No	null	0	0	Yes	Yes	No	No	0.7	Partial	Moderate	moderate_burden
NUTR-TAN-2025-00097	Tanzania	2,025	37	Liver	III	Survivor	79.4	156	21.5	3.5	Yes	Yes	Malnourished	B	Poor	71	Yes	Enteral feeding	0	0	No	No	No	No	0	Full	Good	moderate_burden
NUTR-UGA-2023-00098	Uganda	2,023	36	Lung	III	Survivor	56.6	169	20.6	24.8	Yes	Yes	Normal	A	Normal	80	No	null	0	0	No	Yes	No	No	0	Dependent	Poor	moderate_burden
NUTR-KEN-2020-00099	Kenya	2,020	55	Breast	I	Adjuvant	37.6	181	14.6	8.2	Yes	Yes	Malnourished	A	Reduced	69	No	Enteral feeding	0	0	Yes	Yes	Yes	No	0	Full	Moderate	moderate_burden
NUTR-KEN-2022-00100	Kenya	2,022	71	Lung	IV	Survivor	38.5	154	15.4	18.8	Yes	Yes	Normal	C	Reduced	78	No	ONS	0	0	No	Yes	No	No	0	Dependent	Good	moderate_burden

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⚠️ Synthetic dataset — Parameterized from published SSA literature, not real observations. Not suitable for empirical analysis or policy inference.

Cancer Nutrition Support Africa

Abstract

This synthetic dataset represents cancer nutrition support data across sub-Saharan Africa, capturing malnutrition prevalence, nutritional interventions, and outcomes. The dataset contains 2,400-3,600 records per scenario with malnutrition prevalence of 30-70% among cancer patients.

1. Introduction

1.1 Problem Statement

Malnutrition is highly prevalent among cancer patients in sub-Saharan Africa, affecting 30-70% depending on cancer type and stage. Limited access to nutritional support, dietitians, and enteral feeding products compounds the problem.

1.2 Purpose

This dataset supports:

Nutrition assessment and intervention planning
Resource allocation for nutritional support
Research on cancer cachexia in African populations
Policy development for supportive care

2. Methodology

2.1 Target Population

Geographic scope: Sub-Saharan Africa
Population represented: Cancer patients requiring nutritional support
Time period: 2018-2025

2.2 Key Parameters

Malnutrition prevalence: 30-70%
Weight loss: 5-25% of body weight
Dietitian availability: 10-30%
Enteral feeding access: 15-35%

2.3 Scenario Design

Scenario	Description	Records
low_burden	Higher resource setting	2,400
moderate_burden	Standard setting	3,000
high_burden	Lower resource setting	3,600

3. Dataset Description

3.1 Key Variables

patient_id, country, year, age, sex
cancer_type, cancer_stage, treatment_type
weight_kg, height_cm, bmi
weight_loss_percent, malnutrition_status
nutrition_risk_screen, dietitian_seen
nutritional_intervention, intervention_type
oral_intake_percent, supplements_used
enteral_nutrition, parenteral_nutrition
quality_of_life_score

4. Data Sources

ESPEN nutrition guidelines
African nutrition studies
Cancer cachexia literature
WHO nutrition guidelines

5. Use Cases

Malnutrition screening program development
Nutritional intervention planning
Supportive care resource allocation
Quality of life research

6. Citation

@dataset{cancer_nutrition_support_africa_2025,
  title={Cancer Nutrition Support Africa},
  author={Electric Sheep Africa},
  year={2025},
  publisher={HuggingFace},
  url={https://huggingface.co/datasets/electricsheepafrica/cancer-nutrition-support-africa}
}

7. License

Creative Commons Attribution 4.0 (CC-BY-4.0)

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