Datasets:
Haley Delamora
Haley-Delamora/
BrainTumorTreatment
0
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[8c7428]: / brain_tumor_dataset.csv

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# Patient_ID Age Gender Tumor_Type Tumor_Size Location Histology Stage Symptom_1 Symptom_2 Symptom_3 Radiation_Treatment Surgery_Performed Chemotherapy Survival_Rate Tumor_Growth_Rate Family_History MRI_Result Follow_Up_Required
1 1 73 Male Malignant 5.375611550042485 Temporal Astrocytoma III Vision Issues Seizures Seizures No No No 51.31257903441879 0.11187562078811684 No Positive Yes
2 2 26 Male Benign 4.847097786612192 Parietal Glioblastoma II Headache Headache Nausea Yes Yes Yes 46.373272713976654 2.1657356166067085 Yes Positive Yes
3 3 31 Male Benign 5.588390708005961 Parietal Meningioma I Vision Issues Headache Seizures No No No 47.07222097016683 1.8842277781094527 No Negative No
4 4 29 Male Malignant 1.436599875795222 Temporal Medulloblastoma IV Vision Issues Seizures Headache Yes No Yes 51.85363371260652 1.2833417368256939 Yes Negative No
5 5 54 Female Benign 2.4175059755139 Parietal Glioblastoma I Headache Headache Seizures No No Yes 54.70898693346049 2.0694773371774873 No Positive Yes
6 6 27 Male Malignant 3.483836621157443 Frontal Astrocytoma I Vision Issues Vision Issues Headache Yes Yes No 83.57206925452024 2.2613799718051926 No Negative Yes
7 7 72 Male Malignant 8.026672351876648 Occipital Meningioma IV Vision Issues Headache Nausea Yes No Yes 69.82501616912793 2.965008489520357 No Negative No
8 8 61 Male Benign 6.319361659373646 Occipital Astrocytoma I Headache Seizures Nausea Yes Yes No 62.775921326106676 2.269111430725705 No Negative No
9 9 50 Male Benign 8.07522882082001 Temporal Medulloblastoma IV Vision Issues Vision Issues Nausea No Yes Yes 44.91309030651766 1.208335907704449 No Negative Yes
10 10 54 Male Benign 8.549382197041341 Frontal Meningioma I Seizures Vision Issues Vision Issues Yes No No 85.08732188702345 2.764734900899253 Yes Positive Yes
11 11 79 Male Malignant 7.671331319890108 Frontal Glioblastoma II Vision Issues Headache Vision Issues No Yes Yes 62.88937546750513 0.9184729060235587 Yes Positive Yes
12 12 58 Female Malignant 6.2059188340749465 Parietal Astrocytoma IV Headache Headache Nausea No Yes No 69.37810356467179 0.22921444949029626 Yes Negative Yes
13 13 71 Female Benign 5.4763024763042125 Temporal Glioblastoma IV Vision Issues Vision Issues Headache Yes Yes Yes 69.79821875179869 0.26261047486388 No Negative No
14 14 62 Male Benign 1.2269793639212854 Occipital Astrocytoma IV Nausea Seizures Nausea No No Yes 89.52438081038883 2.266062813765068 No Negative No
15 15 37 Male Malignant 3.8879399610585605 Parietal Meningioma II Nausea Seizures Seizures Yes Yes No 51.35388482608491 1.7912554283908189 Yes Negative No
16 16 37 Male Malignant 9.583138094427712 Frontal Glioblastoma I Headache Seizures Seizures Yes No No 99.98678069754826 2.1218178920953896 No Positive No
17 17 20 Female Malignant 6.366983234316543 Temporal Medulloblastoma I Vision Issues Nausea Headache Yes No No 90.7903986415307 0.6373368193603358 Yes Negative Yes
18 18 67 Male Malignant 2.154555225307761 Temporal Meningioma I Headache Nausea Vision Issues Yes Yes Yes 55.61057947393772 2.610649451134023 No Positive No
19 19 65 Female Malignant 6.121480882572477 Frontal Glioblastoma I Vision Issues Nausea Vision Issues No No Yes 92.64726704075647 1.1689063436234737 Yes Positive Yes
20 20 62 Female Benign 3.954540603228473 Frontal Meningioma I Nausea Vision Issues Nausea No Yes No 79.41453036743454 0.15307910463773944 Yes Negative No
21 21 36 Female Malignant 2.8635047475172537 Parietal Medulloblastoma IV Headache Headache Seizures No Yes No 95.31049113196366 0.4761140115712573 Yes Positive Yes
22 22 46 Male Benign 6.583007541660265 Occipital Medulloblastoma IV Headache Nausea Seizures Yes No No 47.1665970096874 1.2360352747140724 No Positive No
23 23 55 Female Benign 6.324181073411087 Frontal Meningioma IV Seizures Vision Issues Nausea No No Yes 98.81016420153722 2.1188656297216033 Yes Negative No
24 24 61 Female Malignant 7.229447508159178 Parietal Meningioma IV Seizures Vision Issues Seizures Yes Yes No 95.46060578218794 2.999594157088662 Yes Negative No
25 25 76 Male Benign 6.9581029123701015 Parietal Astrocytoma II Nausea Headache Vision Issues No Yes No 71.32449612398985 0.18661989307936727 Yes Positive No
26 26 49 Female Benign 0.9899366977434004 Temporal Meningioma IV Seizures Headache Nausea Yes Yes Yes 68.38492138334952 0.4627283666559203 No Positive No
27 27 72 Male Benign 7.913255224221185 Parietal Astrocytoma II Vision Issues Headache Nausea No Yes No 99.36955116368125 2.321006408837775 Yes Negative Yes
28 28 41 Female Benign 9.563033195975986 Frontal Meningioma I Headache Headache Nausea No No Yes 93.59581123059115 1.82950310596111 Yes Negative No
29 29 67 Male Malignant 9.26929981821607 Temporal Astrocytoma III Vision Issues Seizures Vision Issues Yes Yes Yes 94.0693417492981 2.408051112756999 Yes Positive No
30 30 38 Female Malignant 9.4990033771327 Parietal Astrocytoma III Headache Vision Issues Seizures No Yes Yes 71.90764352161864 1.8730747428975663 Yes Negative Yes
31 31 63 Female Malignant 4.399018174087234 Parietal Astrocytoma IV Vision Issues Headache Vision Issues No No Yes 90.25262161741703 2.3922774203629644 Yes Positive Yes
32 32 76 Female Benign 6.266416485568596 Frontal Medulloblastoma IV Seizures Vision Issues Seizures No Yes No 85.69420131993957 0.16363098844662505 Yes Negative No
33 33 44 Male Malignant 7.365210417790096 Frontal Medulloblastoma II Nausea Nausea Vision Issues No No Yes 82.38574783332933 2.3780359097961514 No Negative No
34 34 54 Male Malignant 4.301739307070902 Parietal Medulloblastoma III Headache Nausea Vision Issues No No Yes 63.48119573166619 1.6606116065191239 Yes Negative Yes
35 35 20 Male Benign 7.289453504039507 Temporal Astrocytoma II Seizures Vision Issues Seizures Yes Yes No 70.4310517978332 2.9819024088893675 No Negative No
36 36 56 Male Malignant 3.5212252759453557 Parietal Astrocytoma II Nausea Headache Headache No Yes No 87.98653056860522 0.3807892075161978 No Negative No
37 37 70 Male Benign 8.503026330369378 Temporal Astrocytoma IV Headache Headache Headache No No No 45.47648439019032 2.025792486585538 Yes Negative Yes
38 38 42 Female Malignant 9.54152400455242 Frontal Medulloblastoma I Vision Issues Vision Issues Vision Issues Yes Yes No 48.96376249113581 0.5397641588028528 Yes Negative No
39 39 46 Female Benign 6.409553617230628 Parietal Medulloblastoma III Vision Issues Nausea Vision Issues Yes Yes No 61.885338145177144 0.2990449078864251 No Negative No
40 40 64 Female Benign 0.8562365468361756 Frontal Medulloblastoma IV Nausea Seizures Seizures Yes Yes No 56.80771850228392 1.264970747622395 No Negative No
41 41 48 Male Malignant 1.340482684884778 Temporal Meningioma I Nausea Headache Nausea No No No 78.19121918424197 2.434296834718884 No Negative Yes
42 42 65 Female Benign 6.710253726143415 Parietal Meningioma I Nausea Vision Issues Vision Issues Yes No No 64.47948612188205 0.8579249004630465 Yes Negative No
43 43 56 Female Benign 8.207075295869277 Parietal Meningioma II Nausea Seizures Seizures Yes No Yes 81.77849987026012 2.2345261287937848 No Positive No
44 44 52 Male Malignant 4.112476540293754 Parietal Meningioma III Nausea Nausea Nausea No Yes No 83.2486006905147 2.9834197148180883 No Positive No
45 45 78 Male Benign 1.2773322740799067 Frontal Medulloblastoma II Seizures Nausea Nausea No Yes Yes 49.13714076414101 0.11115386311258435 Yes Negative Yes
46 46 23 Male Benign 6.133116012419066 Frontal Glioblastoma II Vision Issues Headache Nausea Yes Yes No 67.89650464962384 1.4900445336772323 Yes Negative No
47 47 31 Male Malignant 3.327370448364434 Parietal Astrocytoma II Seizures Vision Issues Nausea No Yes Yes 51.988435892054255 0.26799787653013585 Yes Positive No
48 48 27 Male Benign 5.6518951828524315 Occipital Medulloblastoma III Nausea Nausea Seizures No Yes No 72.2287190590813 0.1688744343250982 Yes Positive Yes
49 49 36 Male Malignant 7.7327555631971245 Parietal Meningioma II Seizures Vision Issues Vision Issues Yes Yes Yes 74.59827956496952 0.9575175117625053 Yes Positive Yes
50 50 39 Male Malignant 6.392206628863258 Occipital Meningioma I Nausea Nausea Headache Yes No No 73.30332779997696 2.008827744294487 No Positive No
51 51 33 Male Benign 9.333474381082882 Temporal Astrocytoma III Vision Issues Headache Nausea Yes Yes Yes 74.9508672916819 0.8856810348529645 No Positive No
52 52 46 Female Benign 1.691321080769972 Frontal Medulloblastoma I Seizures Nausea Nausea No Yes Yes 69.52729171933721 2.8880623583854046 Yes Negative Yes
53 53 32 Female Malignant 8.521913016140553 Parietal Meningioma IV Nausea Seizures Nausea Yes No Yes 42.712184692860376 2.832221325099428 No Positive Yes
54 54 31 Male Malignant 8.052139327948487 Parietal Glioblastoma IV Nausea Headache Vision Issues Yes No No 93.841909967411 0.18579487212637164 No Positive No
55 55 34 Female Malignant 4.983568995580865 Temporal Medulloblastoma IV Seizures Vision Issues Headache No No No 95.29045394525966 1.7805601511446272 No Negative Yes
56 56 67 Male Malignant 1.4405068386306805 Occipital Astrocytoma II Nausea Headache Headache No Yes Yes 65.26981656976974 2.7530431967579356 No Negative No
57 57 37 Female Malignant 9.827765399563235 Occipital Meningioma IV Headache Seizures Vision Issues No Yes No 95.68244816206496 2.607853913626074 No Negative No
58 58 34 Female Benign 3.0772192543657457 Parietal Astrocytoma IV Nausea Headache Nausea Yes No Yes 58.89322043283356 1.9362402501786609 No Negative No
59 59 27 Male Malignant 2.5077985725680962 Frontal Meningioma II Seizures Seizures Nausea Yes Yes Yes 93.8092799831453 1.7090334354651242 Yes Negative Yes
60 60 50 Female Benign 3.244687727948722 Occipital Meningioma I Headache Vision Issues Vision Issues Yes No Yes 86.79210647783779 2.0520457908619174 Yes Positive No
61 61 37 Male Benign 9.431515652000998 Temporal Astrocytoma IV Headache Seizures Vision Issues Yes No No 80.07921555528034 1.892755687411364 Yes Negative Yes
62 62 46 Female Benign 8.620969066698743 Frontal Astrocytoma IV Seizures Vision Issues Vision Issues Yes No Yes 77.19786135993996 1.1224725232747181 Yes Negative Yes
63 63 41 Male Malignant 4.425386826146245 Occipital Astrocytoma II Nausea Nausea Nausea No No No 79.3930436363318 1.3441432831437754 Yes Negative Yes
64 64 55 Female Benign 2.0438498985061297 Temporal Glioblastoma I Vision Issues Nausea Seizures Yes Yes No 78.44405552540952 1.75434020195897 Yes Positive No
65 65 27 Male Benign 9.621324043187235 Parietal Glioblastoma I Headache Seizures Headache Yes No Yes 45.800515161621675 1.0158964459404412 No Negative No
66 66 48 Male Benign 5.797955540162032 Temporal Meningioma I Nausea Seizures Headache No No Yes 79.35505711587956 1.2339932082773115 Yes Positive No
67 67 33 Male Benign 5.851577091664223 Parietal Glioblastoma II Vision Issues Headache Nausea Yes Yes Yes 69.66832866576074 0.3876908453204255 No Positive Yes
68 68 30 Female Benign 3.613630247776493 Occipital Meningioma III Headache Seizures Headache No Yes Yes 72.88908458025276 0.2264626896869471 No Positive No
69 69 25 Male Benign 5.4974643203615665 Parietal Glioblastoma III Vision Issues Nausea Seizures No Yes Yes 44.37800642980294 2.5332295149010733 No Positive No
70 70 58 Male Benign 8.336182819475585 Occipital Meningioma II Vision Issues Headache Seizures No No No 50.88984445767103 2.880545029633071 No Positive No
71 71 75 Male Benign 3.858138585597688 Parietal Glioblastoma IV Vision Issues Nausea Nausea Yes Yes Yes 43.05784295390302 0.694047291484536 No Negative No
72 72 70 Male Malignant 2.8095121403630188 Temporal Medulloblastoma II Headache Seizures Headache Yes No Yes 80.41918281589244 1.5669786557070724 Yes Positive No
73 73 43 Female Malignant 7.1357879234181905 Occipital Glioblastoma II Vision Issues Vision Issues Seizures Yes No No 95.58560091735141 1.480888655804493 Yes Positive No
74 74 73 Male Benign 4.941903189906631 Occipital Meningioma IV Seizures Nausea Vision Issues Yes No Yes 90.22332335522091 2.3480611077385753 No Positive Yes
75 75 47 Male Benign 4.756010171438665 Frontal Glioblastoma IV Seizures Headache Nausea No Yes No 97.67952368055867 0.3532913089824661 Yes Negative Yes
76 76 70 Male Malignant 1.584729321862074 Frontal Medulloblastoma III Headache Vision Issues Seizures No No No 89.95387218668102 0.2963024229847182 No Negative Yes
77 77 28 Female Benign 4.777962267270234 Parietal Medulloblastoma III Seizures Headache Seizures No Yes No 96.60611543028318 0.307841454657195 Yes Negative Yes
78 78 56 Male Malignant 9.001000619657217 Temporal Astrocytoma IV Seizures Nausea Nausea No No Yes 66.67847701348359 1.4398421226936131 Yes Negative No
79 79 27 Female Malignant 3.384422886430623 Occipital Astrocytoma IV Seizures Vision Issues Headache Yes Yes Yes 68.12879745273175 2.079819392000025 No Positive Yes
80 80 65 Male Benign 1.3530249722275363 Frontal Glioblastoma I Vision Issues Vision Issues Seizures Yes No Yes 40.3584226960917 2.530487557385688 Yes Negative No
81 81 39 Female Benign 2.188849847912846 Occipital Medulloblastoma I Nausea Seizures Headache No No No 89.1215424763362 0.8700843001711857 Yes Positive Yes
82 82 76 Female Malignant 2.381877290355085 Temporal Medulloblastoma II Nausea Nausea Nausea Yes No No 72.56406117514008 2.7138441063387813 Yes Positive No
83 83 37 Male Benign 7.114035087324596 Occipital Glioblastoma I Vision Issues Seizures Seizures No No Yes 41.61556406640102 0.6914015591036822 Yes Positive Yes
84 84 60 Female Benign 5.755344900041125 Frontal Medulloblastoma II Nausea Seizures Headache Yes Yes No 52.75956815025839 0.7928520704242794 No Negative Yes
85 85 66 Male Benign 8.114806733104523 Occipital Medulloblastoma IV Vision Issues Nausea Seizures No No No 53.90364905237375 1.2715260804910804 Yes Negative Yes
86 86 75 Female Benign 2.1774640742987805 Occipital Astrocytoma II Headache Seizures Headache No No Yes 72.24080966944075 0.22242213536313182 Yes Negative No
87 87 33 Male Benign 6.826171283450971 Temporal Astrocytoma IV Nausea Seizures Seizures No No No 58.08344658650745 0.8954322094719349 No Positive Yes
88 88 35 Female Malignant 6.416506143941394 Temporal Meningioma III Headache Seizures Nausea No Yes No 47.20884543020409 1.4963369099044708 Yes Positive No
89 89 57 Female Benign 4.942931648784813 Parietal Astrocytoma IV Vision Issues Headache Vision Issues Yes Yes Yes 52.14544032449438 2.990010076356 No Negative Yes
90 90 65 Female Malignant 9.881464564018444 Temporal Meningioma II Seizures Seizures Vision Issues No Yes No 78.11114748116918 1.4233381740099345 Yes Positive Yes
91 91 76 Male Benign 7.0052517523193 Temporal Glioblastoma I Seizures Nausea Headache Yes Yes No 86.2600623013193 1.1176182561160564 Yes Positive No
92 92 27 Female Malignant 7.473097107726039 Occipital Meningioma II Vision Issues Seizures Vision Issues No No Yes 63.88681968845174 0.2139659492125774 Yes Positive Yes
93 93 54 Female Benign 3.0316241981270156 Parietal Medulloblastoma II Vision Issues Vision Issues Vision Issues Yes No No 93.18266181601001 2.3668508813337916 No Positive No
94 94 37 Male Benign 2.383152487690349 Occipital Meningioma I Seizures Vision Issues Vision Issues No No No 60.90892715125791 0.22857793699569126 No Negative Yes
95 95 75 Male Malignant 9.685119570787865 Parietal Glioblastoma II Nausea Vision Issues Vision Issues No Yes No 85.82208776329595 0.4046214305079071 Yes Negative Yes
96 96 57 Male Malignant 3.6430669597746292 Temporal Medulloblastoma IV Nausea Seizures Headache Yes No Yes 71.21273431403456 0.6579773717516997 Yes Negative Yes
97 97 28 Male Malignant 0.739780861419189 Parietal Meningioma IV Headache Headache Vision Issues No Yes Yes 58.18434271780959 0.19955497808227932 Yes Negative Yes
98 98 34 Male Malignant 7.429725481267626 Temporal Astrocytoma III Seizures Vision Issues Nausea Yes Yes Yes 91.25905034004482 0.9519445336724086 No Positive No
99 99 34 Male Malignant 9.540553434673653 Occipital Astrocytoma III Nausea Seizures Headache Yes Yes Yes 79.08203790594169 2.6402109012854793 No Positive Yes
100 100 22 Male Malignant 0.5275845536059123 Parietal Meningioma IV Nausea Nausea Headache No Yes No 84.11658624287506 2.5658967135184256 Yes Negative No