adjust dashboard

dashboard_update.py

@@ -489,7 +489,7 @@ try:
             st.warning("Network data not available. Run the ETL script to generate this visualization.")
     
     # COMPARE DRUGS PAGE
-    elif page == "Compare Drugs 🆕":
+    elif page == "Compare Drugs":
         st.header("⚖️ Compare Drugs Side-by-Side")
         
         drug_names = sorted(super_drugs['name'].unique())
@@ -541,7 +541,7 @@ try:
             
             # Winner determination
             st.markdown("---")
-            st.subheader("🏆 Recommendation")
+            st.subheader("Recommendation")
             
             if drug1_data['super_score'] > drug2_data['super_score']:
                 st.success(f"**{drug1}** has a better benefit/risk ratio (Super Score: {drug1_data['super_score']:.2f})")

neo4j_csv/analysis_super_drugs.csv

@@ -2,22 +2,22 @@ name,num_diseases_treated,num_side_effects,super_score
 Dacarbazine,7,0,7.0
 Sulfasalazine,4,0,4.0
 Cholecalciferol,3,0,3.0
-Balsalazide,2,0,2.0
 Cytarabine,2,0,2.0
 Atorvastatin,2,0,2.0
+Balsalazide,2,0,2.0
 Carboplatin,9,7,1.125
-Olsalazine,1,0,1.0
 Doxycycline,1,0,1.0
-Lopinavir,1,0,1.0
-Moexipril,1,0,1.0
-Rifampicin,1,0,1.0
-Minoxidil,1,0,1.0
-Guanadrel,1,0,1.0
-Eribulin,1,0,1.0
-Vitamin C,1,0,1.0
-Guanethidine,1,0,1.0
-Artemether,1,0,1.0
 Isoetarine,1,0,1.0
+Moexipril,1,0,1.0
+Olsalazine,1,0,1.0
+Rifampicin,1,0,1.0
+Vitamin C,1,0,1.0
+Eribulin,1,0,1.0
+Artemether,1,0,1.0
+Guanethidine,1,0,1.0
+Lopinavir,1,0,1.0
+Guanadrel,1,0,1.0
+Minoxidil,1,0,1.0
 Physostigmine,1,6,0.14285714285714285
 Dactinomycin,10,75,0.13157894736842105
 Vinblastine,7,59,0.11666666666666667
@@ -43,13 +43,13 @@ Chlorambucil,4,83,0.047619047619047616
 Tiludronate,1,20,0.047619047619047616
 Cisplatin,8,169,0.047058823529411764
 Methylprednisolone,10,216,0.04608294930875576
-Calcipotriol,1,21,0.045454545454545456
 Beclomethasone,2,43,0.045454545454545456
 Methamphetamine,1,21,0.045454545454545456
-Lomustine,2,44,0.044444444444444446
+Calcipotriol,1,21,0.045454545454545456
 Fluocinonide,2,44,0.044444444444444446
-Betamethasone,11,249,0.044
+Lomustine,2,44,0.044444444444444446
 Dexamethasone,11,249,0.044
+Betamethasone,11,249,0.044
 Teniposide,3,70,0.04225352112676056
 Miglitol,1,23,0.041666666666666664
 Benzphetamine,1,23,0.041666666666666664
@@ -62,23 +62,23 @@ Topotecan,4,111,0.03571428571428571
 Dyphylline,1,27,0.03571428571428571
 Mecamylamine,1,27,0.03571428571428571
 Spironolactone,2,56,0.03508771929824561
-Probenecid,1,28,0.034482758620689655
-Dimenhydrinate,2,57,0.034482758620689655
-Proguanil,1,28,0.034482758620689655
-Diphenhydramine,2,57,0.034482758620689655
-Triamterene,1,28,0.034482758620689655
 Hydrocortisone,8,231,0.034482758620689655
+Diphenhydramine,2,57,0.034482758620689655
+Dimenhydrinate,2,57,0.034482758620689655
+Triamterene,1,28,0.034482758620689655
+Probenecid,1,28,0.034482758620689655
+Proguanil,1,28,0.034482758620689655
 Melphalan,4,117,0.03389830508474576
-Mitoxantrone,6,177,0.033707865168539325
 Irinotecan,6,177,0.033707865168539325
-Isoprenaline,1,29,0.03333333333333333
+Mitoxantrone,6,177,0.033707865168539325
 Phendimetrazine,1,29,0.03333333333333333
+Isoprenaline,1,29,0.03333333333333333
 Doxorubicin,17,511,0.033203125
 Tolbutamide,1,30,0.03225806451612903
 Gemcitabine,6,189,0.031578947368421054
 Tioguanine,1,31,0.03125
-Etidronic acid,2,63,0.03125
 Fluoxymesterone,1,31,0.03125
+Etidronic acid,2,63,0.03125
 Hydroxyurea,4,130,0.030534351145038167
 Terbutaline,1,32,0.030303030303030304
 Docetaxel,9,297,0.030201342281879196
@@ -91,21 +91,21 @@ Epirubicin,14,511,0.02734375
 Valsartan,3,110,0.02702702702702703
 Methimazole,1,36,0.02702702702702703
 Acetazolamide,2,74,0.02666666666666667
+Tolazamide,1,38,0.02564102564102564
 Chlorpropamide,1,38,0.02564102564102564
 Metipranolol,1,38,0.02564102564102564
-Tolazamide,1,38,0.02564102564102564
-Propantheline,1,39,0.025
 Linagliptin,1,39,0.025
 Disulfiram,1,39,0.025
+Propantheline,1,39,0.025
 Rosuvastatin,2,80,0.024691358024691357
 Hydroflumethiazide,1,40,0.024390243902439025
 Vinorelbine,4,164,0.024242424242424242
 Amobarbital,1,41,0.023809523809523808
 Acarbose,1,42,0.023255813953488372
 Acetylsalicylic acid,2,86,0.022988505747126436
-Ethacrynic acid,1,43,0.022727272727272728
-Phenylpropanolamine,1,43,0.022727272727272728
 Reserpine,1,43,0.022727272727272728
+Phenylpropanolamine,1,43,0.022727272727272728
+Ethacrynic acid,1,43,0.022727272727272728
 Montelukast,3,132,0.022556390977443608
 Colchicine,2,88,0.02247191011235955
 Calcium Acetate,1,44,0.022222222222222223
@@ -115,26 +115,26 @@ Primidone,1,45,0.021739130434782608
 Tazarotene,1,45,0.021739130434782608
 Thiotepa,4,184,0.021621621621621623
 Metformin,3,139,0.02142857142857143
-Nateglinide,1,46,0.02127659574468085
 Carteolol,1,46,0.02127659574468085
+Nateglinide,1,46,0.02127659574468085
 Alendronate,2,94,0.021052631578947368
-Fenoldopam,1,47,0.020833333333333332
 Aminophylline,2,95,0.020833333333333332
+Fenoldopam,1,47,0.020833333333333332
 Ketotifen,1,48,0.02040816326530612
-Phentermine,1,48,0.02040816326530612
 Diclofenamide,1,48,0.02040816326530612
-Idarubicin,2,98,0.020202020202020204
+Phentermine,1,48,0.02040816326530612
 Raloxifene,2,98,0.020202020202020204
+Idarubicin,2,98,0.020202020202020204
 Captopril,3,148,0.020134228187919462
 Pitavastatin,1,49,0.02
-Nebivolol,1,50,0.0196078431372549
 Erlotinib,3,152,0.0196078431372549
+Nebivolol,1,50,0.0196078431372549
 Glyburide,2,102,0.019417475728155338
 Ramipril,4,206,0.01932367149758454
 Carbachol,1,51,0.019230769230769232
 Desonide,1,52,0.018867924528301886
-Zileuton,1,52,0.018867924528301886
 Valrubicin,1,52,0.018867924528301886
+Zileuton,1,52,0.018867924528301886
 Calcitriol,2,106,0.018691588785046728
 Levobunolol,1,53,0.018518518518518517
 Timolol,4,218,0.0182648401826484
@@ -148,8 +148,8 @@ Propranolol,2,112,0.017699115044247787
 Furosemide,3,171,0.01744186046511628
 Torasemide,1,58,0.01694915254237288
 Nedocromil,1,58,0.01694915254237288
-Methazolamide,1,59,0.016666666666666666
 Pirbuterol,1,59,0.016666666666666666
+Methazolamide,1,59,0.016666666666666666
 Temozolomide,4,241,0.01652892561983471
 Lovastatin,2,121,0.01639344262295082
 Losartan,3,187,0.015957446808510637
@@ -158,46 +158,46 @@ Chlorothiazide,1,62,0.015873015873015872
 Ezetimibe,2,127,0.015625
 Entecavir,1,63,0.015625
 Latanoprost,1,64,0.015384615384615385
-Lisinopril,4,263,0.015151515151515152
-Fluticasone furoate,1,65,0.015151515151515152
 Chlorthalidone,1,65,0.015151515151515152
+Fluticasone furoate,1,65,0.015151515151515152
+Lisinopril,4,263,0.015151515151515152
 Sorafenib,3,198,0.01507537688442211
-Prazosin,1,66,0.014925373134328358
-Repaglinide,1,66,0.014925373134328358
 Bumetanide,1,66,0.014925373134328358
 Estramustine,1,66,0.014925373134328358
+Repaglinide,1,66,0.014925373134328358
+Prazosin,1,66,0.014925373134328358
 Flunisolide,2,133,0.014925373134328358
 Eplerenone,2,134,0.014814814814814815
 Vorinostat,1,67,0.014705882352941176
 Adefovir Dipivoxil,1,67,0.014705882352941176
-Procarbazine,2,137,0.014492753623188406
-Diethylpropion,1,68,0.014492753623188406
-Clobetasol propionate,1,68,0.014492753623188406
 Cyproheptadine,1,68,0.014492753623188406
+Procarbazine,2,137,0.014492753623188406
+Clobetasol propionate,1,68,0.014492753623188406
+Diethylpropion,1,68,0.014492753623188406
 Verapamil,2,138,0.014388489208633094
 Roflumilast,1,69,0.014285714285714285
-Levothyroxine,1,71,0.013888888888888888
-Simvastatin,2,143,0.013888888888888888
 Dextrothyroxine,1,71,0.013888888888888888
 Abiraterone,1,71,0.013888888888888888
+Levothyroxine,1,71,0.013888888888888888
+Simvastatin,2,143,0.013888888888888888
 Fluocinolone Acetonide,2,143,0.013888888888888888
 Fludarabine,2,145,0.0136986301369863
 Floxuridine,1,72,0.0136986301369863
+Lapatinib,1,73,0.013513513513513514
 Amprenavir,1,73,0.013513513513513514
 Desloratadine,1,73,0.013513513513513514
-Lapatinib,1,73,0.013513513513513514
 Estrone,1,74,0.013333333333333334
-Zafirlukast,1,76,0.012987012987012988
-Bepridil,1,76,0.012987012987012988
-Ethinyl Estradiol,2,153,0.012987012987012988
 Rosiglitazone,1,76,0.012987012987012988
+Bepridil,1,76,0.012987012987012988
+Zafirlukast,1,76,0.012987012987012988
+Ethinyl Estradiol,2,153,0.012987012987012988
 Cimetidine,1,77,0.01282051282051282
 Sulfadiazine,1,78,0.012658227848101266
 Leflunomide,3,240,0.012448132780082987
 Capecitabine,6,483,0.012396694214876033
 Risedronate,2,163,0.012195121951219513
-Candesartan,1,83,0.011904761904761904
 Olmesartan,2,167,0.011904761904761904
+Candesartan,1,83,0.011904761904761904
 Phenobarbital,1,84,0.011764705882352941
 Orlistat,2,170,0.011695906432748537
 Cyclosporine,4,344,0.011594202898550725
@@ -206,11 +206,11 @@ Methyldopa,1,86,0.011494252873563218
 Niacin,2,177,0.011235955056179775
 Rufinamide,1,88,0.011235955056179775
 Nilutamide,1,89,0.011111111111111112
-Hydralazine,1,90,0.01098901098901099
+Fingolimod,1,90,0.01098901098901099
 Fulvestrant,1,90,0.01098901098901099
 Amiloride,1,90,0.01098901098901099
 Flutamide,1,90,0.01098901098901099
-Fingolimod,1,90,0.01098901098901099
+Hydralazine,1,90,0.01098901098901099
 Pravastatin,2,184,0.010810810810810811
 Didanosine,1,92,0.010752688172043012
 Pamidronate,2,185,0.010752688172043012
@@ -218,8 +218,8 @@ Clonidine,2,186,0.0106951871657754
 Cladribine,2,186,0.0106951871657754
 Toremifene,1,93,0.010638297872340425
 Pindolol,1,93,0.010638297872340425
-Arformoterol,2,188,0.010582010582010581
 Formoterol,2,188,0.010582010582010581
+Arformoterol,2,188,0.010582010582010581
 Ciclesonide,1,96,0.010309278350515464
 Quinapril,1,97,0.01020408163265306
 Trandolapril,2,198,0.010050251256281407
@@ -227,49 +227,49 @@ Crizotinib,1,99,0.01
 Enalapril,2,200,0.009950248756218905
 Benazepril,1,101,0.00980392156862745
 Nadolol,1,102,0.009708737864077669
-Lacosamide,1,103,0.009615384615384616
-Telbivudine,1,103,0.009615384615384616
 Ifosfamide,3,311,0.009615384615384616
+Telbivudine,1,103,0.009615384615384616
+Lacosamide,1,103,0.009615384615384616
 Telmisartan,2,207,0.009615384615384616
 Estradiol valerate/Dienogest,1,104,0.009523809523809525
-Glipizide,1,106,0.009345794392523364
 Isradipine,1,106,0.009345794392523364
+Glipizide,1,106,0.009345794392523364
 Guanfacine,1,107,0.009259259259259259
 Lamivudine,2,216,0.009216589861751152
-Nicardipine,1,108,0.009174311926605505
 Salbutamol,2,217,0.009174311926605505
 Olopatadine,1,108,0.009174311926605505
+Nicardipine,1,108,0.009174311926605505
 Paclitaxel,4,442,0.009029345372460496
 Tamoxifen,2,222,0.008968609865470852
-Clobazam,1,111,0.008928571428571428
 Felodipine,1,111,0.008928571428571428
+Clobazam,1,111,0.008928571428571428
 Metolazone,1,111,0.008928571428571428
 Apraclonidine,1,112,0.008849557522123894
 Zoledronate,2,232,0.008583690987124463
 Gemfibrozil,1,116,0.008547008547008548
 Budesonide,2,235,0.00847457627118644
-Esmolol,1,118,0.008403361344537815
-Degarelix,1,118,0.008403361344537815
 Pioglitazone,1,118,0.008403361344537815
+Degarelix,1,118,0.008403361344537815
+Esmolol,1,118,0.008403361344537815
 Perindopril,2,239,0.008333333333333333
-Irbesartan,2,241,0.008264462809917356
 Nevirapine,1,120,0.008264462809917356
+Irbesartan,2,241,0.008264462809917356
 Bimatoprost,1,121,0.00819672131147541
+Cromoglicic acid,1,122,0.008130081300813009
 Terazosin,1,122,0.008130081300813009
 Penicillamine,1,122,0.008130081300813009
-Cromoglicic acid,1,122,0.008130081300813009
 Hydrochlorothiazide,2,246,0.008097165991902834
 Ticagrelor,1,123,0.008064516129032258
 Pimecrolimus,1,124,0.008
-Pemetrexed,1,124,0.008
 Goserelin,2,249,0.008
+Pemetrexed,1,124,0.008
 Glimepiride,1,126,0.007874015748031496
 Gefitinib,1,126,0.007874015748031496
-Sitagliptin,1,127,0.0078125
 Conjugated Estrogens,2,255,0.0078125
+Sitagliptin,1,127,0.0078125
 Exemestane,1,128,0.007751937984496124
-Acebutolol,1,130,0.007633587786259542
 Nelfinavir,1,130,0.007633587786259542
+Acebutolol,1,130,0.007633587786259542
 Stavudine,1,131,0.007575757575757576
 Betaxolol,2,263,0.007575757575757576
 Labetalol,1,133,0.007462686567164179
@@ -281,13 +281,13 @@ Ixabepilone,1,148,0.006711409395973154
 Nelarabine,1,150,0.006622516556291391
 Ipratropium bromide,1,153,0.006493506493506494
 Liotrix,1,153,0.006493506493506494
-Amlodipine,1,155,0.00641025641025641
 Nisoldipine,1,155,0.00641025641025641
+Amlodipine,1,155,0.00641025641025641
 Mycophenolate mofetil,3,488,0.006134969325153374
 Valproic Acid,2,326,0.0061162079510703364
 Sunitinib,2,327,0.006097560975609756
-Clindamycin,1,163,0.006097560975609756
 Bromocriptine,1,163,0.006097560975609756
+Clindamycin,1,163,0.006097560975609756
 Brimonidine,1,164,0.006060606060606061
 Fluticasone Propionate,1,166,0.005988023952095809
 Salmeterol,1,167,0.005952380952380952
@@ -304,8 +304,8 @@ Anagrelide,1,179,0.005555555555555556
 Estropipate,1,181,0.005494505494505495
 Metoprolol,1,181,0.005494505494505495
 Guanabenz,1,181,0.005494505494505495
-Dorzolamide,1,184,0.005405405405405406
 Galantamine,1,184,0.005405405405405406
+Dorzolamide,1,184,0.005405405405405406
 Nicotine,1,185,0.005376344086021506
 Travoprost,1,186,0.0053475935828877
 Zidovudine,1,186,0.0053475935828877
@@ -340,9 +340,9 @@ Indapamide,1,243,0.004098360655737705
 Diltiazem,1,243,0.004098360655737705
 Carvedilol,1,249,0.004
 Busulfan,1,254,0.00392156862745098
-Cetirizine,1,255,0.00390625
-Felbamate,1,255,0.00390625
 Allopurinol,1,255,0.00390625
+Felbamate,1,255,0.00390625
+Cetirizine,1,255,0.00390625
 Doxazosin,1,256,0.0038910505836575876
 Efavirenz,1,257,0.003875968992248062
 Gabapentin,2,521,0.0038314176245210726
@@ -354,8 +354,8 @@ Zonisamide,1,269,0.003703703703703704
 Nifedipine,1,273,0.0036496350364963502
 Acitretin,1,284,0.0035087719298245615
 Delavirdine,1,287,0.003472222222222222
-Dasatinib,1,288,0.0034602076124567475
 Bexarotene,1,288,0.0034602076124567475
+Dasatinib,1,288,0.0034602076124567475
 Clonazepam,1,295,0.0033783783783783786
 Octreotide,1,295,0.0033783783783783786
 Varenicline,1,297,0.003355704697986577
@@ -377,8 +377,8 @@ Medroxyprogesterone Acetate,1,403,0.0024752475247524753
 Riluzole,1,408,0.0024449877750611247
 Everolimus,1,417,0.0023923444976076554
 Memantine,1,443,0.0022522522522522522
-Tretinoin,1,453,0.0022026431718061676
 Isotretinoin,1,453,0.0022026431718061676
+Tretinoin,1,453,0.0022026431718061676
 Rivastigmine,1,468,0.0021321961620469083
 Lenalidomide,1,502,0.0019880715705765406
 Bupropion,1,520,0.0019193857965451055

neo4j_csv/analysis_symptom_triangle.csv

@@ -1,97 +1,95 @@
 symptom,num_diseases,num_treating_drugs,drugs_with_side_effects,impact_score
-Edema,49,216,204,10584
+Vomiting,38,123,114,4674
-Fever,39,175,164,6825
+Fatigue,25,137,131,3425
-Nausea,34,148,139,5032
+Psychophysiologic Disorders,18,170,160,3060
-Anoxia,25,179,170,4475
+Birth Weight,14,168,159,2352
-Neurologic Manifestations,28,84,79,2352
-Sleep Disorders,20,115,113,2300
 Paresthesia,26,87,83,2262
-Paralysis,28,74,70,2072
+"Hearing Loss, Sensorineural",24,70,65,1680
-Hoarseness,16,82,79,1312
+Dyspnea,21,77,75,1617
+Cerebellar Ataxia,17,84,82,1428
+Cough,16,86,83,1376
+"Purpura, Thrombocytopenic, Idiopathic",15,89,83,1335
 Muscular Atrophy,16,81,77,1296
-"Pain, Intractable",18,71,68,1278
+Sleep Apnea Syndromes,12,95,90,1140
-Pruritus,16,77,72,1232
+Ataxia,16,68,67,1088
-Confusion,16,76,75,1216
+Intellectual Disability,17,59,58,1003
-Polyuria,12,101,96,1212
+"Purpura, Thrombocytopenic",14,70,64,980
-Tetany,13,81,78,1053
-Down Syndrome,19,53,51,1007
-Oral Manifestations,15,62,57,930
-Colic,18,51,46,918
 Flushing,12,75,73,900
-Neck Pain,16,54,51,864
+Asthenia,13,68,66,884
-Pelvic Pain,17,49,47,833
+"Obesity, Abdominal",8,108,103,864
-Snoring,7,115,109,805
+Sciatica,15,50,48,750
+Aphasia,13,57,57,741
 Respiratory Sounds,11,67,66,737
-Oliguria,7,100,93,700
+Ataxia Telangiectasia,13,49,47,637
-Hemianopsia,11,60,59,660
 Vertigo,13,48,46,624
-Deafness,16,39,38,624
+"Urinary Bladder, Neurogenic",16,37,36,592
 "Purpura, Thrombotic Thrombocytopenic",7,84,81,588
-Weight Loss,9,62,60,558
+Syncope,11,48,47,528
-Hearing Loss,15,36,35,540
+Hyperventilation,7,74,73,518
-Speech Disorders,16,29,29,464
+Amnesia,10,50,50,500
-Hematemesis,16,29,28,464
+Hyperalgesia,10,48,46,480
-"Jaundice, Obstructive",14,30,29,420
+Voice Disorders,9,52,51,468
-"Hearing Loss, Conductive",10,40,38,400
+Emaciation,8,57,54,456
-Gastroparesis,8,47,46,376
+Flatulence,8,53,48,424
+Cerebrospinal Fluid Rhinorrhea,10,39,38,390
+Eye Hemorrhage,8,47,44,376
+"Hearing Loss, High-Frequency",10,37,36,370
+Chronic Pain,8,46,44,368
+Olfaction Disorders,10,36,36,360
 "Urinary Bladder, Overactive",6,59,58,354
 Color Vision Defects,9,39,39,351
-Cafe-au-Lait Spots,11,28,27,308
+Acute Coronary Syndrome,6,47,46,282
-Hot Flashes,5,58,55,290
+Pruritus Ani,6,43,39,258
-Decerebrate State,3,93,88,279
+Eye Pain,7,36,35,252
-Vitreous Hemorrhage,8,34,33,272
+Agnosia,7,36,36,252
-Nocturia,3,89,83,267
+"Hearing Loss, Bilateral",8,30,29,240
-Apraxias,9,27,27,243
+"Hearing Loss, Noise-Induced",3,80,74,240
 "Diarrhea, Infantile",7,34,28,238
-Flank Pain,9,25,25,225
+Tremor,5,46,45,230
-Brain Death,9,24,24,216
+Choroid Hemorrhage,6,34,33,204
-Mouth Breathing,5,43,42,215
-Pain Threshold,7,29,28,203
 Sarcopenia,5,39,38,195
-Dysuria,6,32,30,192
 "Hearing Loss, Central",6,32,31,192
-"Dyslexia, Acquired",7,27,27,189
+Hiccup,7,27,27,189
-Hyphema,5,34,33,170
+Phantom Limb,6,30,28,180
-Spinocerebellar Ataxias,6,26,26,156
+Thinness,5,36,35,180
-Kearns-Sayre Syndrome,5,30,30,150
+Stuttering,6,25,25,150
-"Aphasia, Broca",5,27,27,135
+Gait Ataxia,6,22,22,132
-Photophobia,4,27,27,108
+Huntington Disease,8,16,16,128
+"Syncope, Vasovagal",4,32,32,128
+Miosis,4,27,27,108
 Athetosis,3,36,36,108
-Acute Pain,3,28,27,84
+"Purpura, Hyperglobulinemic",4,24,20,96
+Metatarsalgia,3,27,25,81
 Toothache,5,16,16,80
 Ageusia,3,26,24,78
-Hyperacusis,4,19,18,76
+Rett Syndrome,3,25,25,75
-"Dyspnea, Paroxysmal",2,38,37,76
-Stupor,3,25,25,75
-"Urinary Incontinence, Urge",3,25,25,75
 Post-Exercise Hypotension,1,68,63,68
-Obesity Hypoventilation Syndrome,3,20,20,60
 Fasciculation,4,15,15,60
-Lesch-Nyhan Syndrome,6,10,10,60
+Dyssomnias,2,29,28,58
-"Angina, Stable",2,28,27,56
+Hyperemesis Gravidarum,3,18,18,54
-"Ophthalmoplegia, Chronic Progressive External",2,27,27,54
+Respiratory Paralysis,4,13,13,52
-Livedo Reticularis,4,13,13,52
+Nocturnal Paroxysmal Dystonia,2,25,25,50
-Hyperphagia,3,15,15,45
+Hyperesthesia,3,14,13,42
-Anomia,4,11,11,44
 Gerstmann Syndrome,3,13,13,39
-Insulin Coma,3,11,10,33
+Polydipsia,4,9,9,36
-Myalgia,1,29,28,29
+Urinoma,3,12,12,36
+Eructation,2,15,13,30
 Ophthalmoplegic Migraine,2,14,14,28
+Sleep Arousal Disorders,1,25,25,25
+Aphonia,3,8,8,24
+Reticulocytosis,2,11,9,22
+Adrenoleukodystrophy,2,11,11,22
 Muscle Hypertonia,2,11,11,22
-"Supranuclear Palsy, Progressive",4,5,5,20
+Halitosis,4,4,4,16
-Schnitzler Syndrome,1,15,14,15
+"Apraxia, Ideomotor",3,5,5,15
+Orthostatic Intolerance,1,11,11,11
 Prader-Willi Syndrome,1,11,11,11
+Susac Syndrome,1,11,11,11
+"Aphasia, Primary Progressive",2,4,4,8
 Benign Paroxysmal Positional Vertigo,1,7,7,7
-Alice in Wonderland Syndrome,1,7,7,7
+Anhedonia,4,1,1,4
 Striae Distensae,1,2,2,2
 Fetal Weight,2,1,1,2
-Failed Back Surgery Syndrome,1,0,0,0
+Wolfram Syndrome,1,1,1,1
-Tics,2,0,0,0
+"Dyskinesia, Drug-Induced",5,0,0,0
-Labor Pain,1,0,0,0
-"Hypersomnolence, Idiopathic",1,0,0,0
-Systolic Murmurs,1,0,0,0
-Sleep Bruxism,1,0,0,0
-"Akathisia, Drug-Induced",7,0,0,0
-Cataplexy,1,0,0,0
 Nocturnal Myoclonus Syndrome,5,0,0,0
-Waterhouse-Friderichsen Syndrome,1,0,0,0

schnellerereETL.py

@@ -228,7 +228,7 @@ for disease_id in list(disease_ids)[:100]:
     existing_treatments = disease_to_drugs[disease_id]
     new_candidates = candidate_drugs - existing_treatments
     
-    for drug_id in list(new_candidates)[:3]:
+    for drug_id in list(new_candidates)[:10]:
         repurposing_candidates.append({
             'disease': node_id_to_name.get(disease_id, disease_id),
             'candidate_drug': node_id_to_name.get(drug_id, drug_id),