Upload ai_financial_advisor_extended_dataset.csv

ai_financial_advisor_extended_dataset.csv

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+Monthly Income,Rent,Groceries,Transportation,Entertainment,Others,Dependents,Savings Goal,Recommendations
+5000,1200,600,300,200,100,2,10000,"Allocate 50% to needs, 30% to wants, and 20% to savings. Reduce entertainment expenses by 10%. Consider a side gig to boost income."
+3000,900,400,200,150,50,1,5000,Focus on reducing transportation costs by carpooling. Aim for at least 15% savings each month. Set a lower short-term savings goal to build momentum.
+8000,2000,1000,500,300,200,3,15000,You are on track with your savings goal. Continue following the 50/30/20 rule. Consider investing in low-risk bonds for better returns.
+9649,4708,1046,765,65,211,4,10782,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 10782."
+12127,657,1337,190,207,30,0,8182,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 8182."
+10632,4036,554,631,118,31,2,5563,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 5563."
+6277,1436,977,235,140,166,0,4247,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 4247."
+4785,2075,575,694,96,117,4,2983,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 2983."
+8655,1539,212,395,438,191,4,12938,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 12938."
+10784,634,322,286,241,173,3,18997,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 18997."
+13785,3048,1040,697,325,235,3,16962,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 16962."
+14831,1444,1202,149,112,114,0,7030,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 7030."
+8019,1606,1437,687,210,65,1,6291,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 6291."
+5937,4378,1399,425,431,148,3,5630,Your expenses exceed your income. Consider reducing spending on wants and increasing your income sources to meet your savings goal of 5630.
+8277,3920,963,121,300,20,3,14175,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 14175."
+7278,3992,648,498,172,49,4,14985,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 14985."
+4851,3136,725,384,492,156,4,19670,Your expenses exceed your income. Consider reducing spending on wants and increasing your income sources to meet your savings goal of 19670.
+9999,930,274,264,99,283,3,17112,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 17112."
+5981,4541,812,418,224,164,1,16385,Your expenses exceed your income. Consider reducing spending on wants and increasing your income sources to meet your savings goal of 16385.
+13069,2117,1414,484,304,292,3,4805,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 4805."
+8649,3045,1200,159,165,69,2,17911,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 17911."
+10671,4239,1080,535,303,59,3,14029,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 14029."
+11516,1061,1350,703,271,286,3,14188,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 14188."
+7332,1554,1120,597,463,173,2,14708,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 14708."
+9279,3081,1082,396,390,256,4,10985,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 10985."
+13232,3593,559,465,287,241,3,18873,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 18873."
+5470,2625,594,275,456,62,1,15155,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 15155."
+11942,4488,304,594,121,139,3,11338,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 11338."
+8847,1666,815,648,458,251,4,11881,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 11881."
+10332,4025,302,630,137,231,2,8830,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 8830."
+4177,2777,1498,594,363,245,1,11863,Your expenses exceed your income. Consider reducing spending on wants and increasing your income sources to meet your savings goal of 11863.
+10394,4563,291,124,372,142,1,17415,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 17415."
+8445,4869,400,314,459,113,0,11266,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 11266."
+5117,1166,921,291,231,254,3,5689,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 5689."
+10986,2473,938,120,222,59,4,5994,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 5994."
+5693,3426,223,424,285,226,1,3267,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 3267."
+7564,4109,1119,179,181,190,0,9887,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 9887."
+9175,4315,658,149,104,86,3,10401,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 10401."
+4567,4751,434,606,345,133,3,13434,Your expenses exceed your income. Consider reducing spending on wants and increasing your income sources to meet your savings goal of 13434.
+11758,3095,921,563,484,202,3,14052,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 14052."
+6545,2745,824,540,486,152,0,12303,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 12303."
+6926,816,1332,699,121,53,0,7774,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 7774."
+11734,1450,1272,559,387,147,2,11108,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 11108."
+6278,2684,966,569,81,254,2,18443,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 18443."
+14582,3862,849,165,400,298,2,13830,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 13830."
+11346,2245,1006,661,367,195,4,12111,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 12111."
+11880,1560,830,234,156,29,2,7019,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 7019."
+8897,946,517,135,258,139,2,8219,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 8219."
+3082,2877,612,575,122,288,2,15939,Your expenses exceed your income. Consider reducing spending on wants and increasing your income sources to meet your savings goal of 15939.
+3539,1220,757,725,352,153,3,19303,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 19303."
+4840,1526,663,166,176,244,0,8543,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 8543."
+3816,1745,592,413,204,44,0,18535,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 18535."
+5101,4830,1211,770,55,296,3,8087,Your expenses exceed your income. Consider reducing spending on wants and increasing your income sources to meet your savings goal of 8087.
+10846,611,1030,251,124,167,1,6874,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 6874."
+13009,654,772,617,183,72,2,2898,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 2898."
+12799,1562,244,530,418,43,2,11992,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 11992."
+13984,3030,1112,130,461,73,2,2887,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 2887."
+3744,1238,1322,524,384,275,0,5502,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 5502."
+2587,1000,1176,109,432,85,1,4178,Your expenses exceed your income. Consider reducing spending on wants and increasing your income sources to meet your savings goal of 4178.
+7980,3079,500,645,138,136,4,19760,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 19760."
+2878,1465,979,242,432,26,0,14051,Your expenses exceed your income. Consider reducing spending on wants and increasing your income sources to meet your savings goal of 14051.
+2164,1438,552,100,155,37,4,8061,Your expenses exceed your income. Consider reducing spending on wants and increasing your income sources to meet your savings goal of 8061.
+12328,2908,363,789,444,271,0,17683,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 17683."
+3291,4324,946,601,187,110,1,5020,Your expenses exceed your income. Consider reducing spending on wants and increasing your income sources to meet your savings goal of 5020.
+8459,1444,647,574,176,74,4,18094,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 18094."
+14734,3194,864,585,276,241,2,5960,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 5960."
+5065,4543,365,375,496,52,0,5441,Your expenses exceed your income. Consider reducing spending on wants and increasing your income sources to meet your savings goal of 5441.
+14465,4985,977,177,231,32,3,16258,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 16258."
+11307,1238,1235,664,301,181,0,11317,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 11317."
+3072,772,1439,631,191,31,0,19826,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 19826."
+14700,1574,549,613,89,107,4,12638,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 12638."
+5009,1782,1242,718,54,256,1,2900,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 2900."
+5402,513,1475,557,458,63,3,2619,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 2619."
+7400,589,776,355,348,109,4,13828,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 13828."
+13788,1273,508,385,236,269,4,4805,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 4805."
+7001,4663,1433,187,238,172,4,14262,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 14262."
+13086,526,1365,439,240,205,3,16698,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 16698."
+13576,4797,980,617,387,23,2,7425,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 7425."
+9807,2764,406,512,374,279,1,5528,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 5528."
+8278,980,1049,201,323,53,2,15624,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 15624."
+11340,4049,1396,483,221,103,4,6310,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 6310."
+10928,1457,464,163,341,210,3,10235,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 10235."
+9839,3291,752,355,404,182,2,7544,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 7544."
+12076,4296,380,730,412,294,1,5416,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 5416."
+12641,4969,267,585,233,106,4,5629,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 5629."
+7402,721,309,127,50,293,2,11406,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 11406."
+12975,4702,1152,150,229,104,1,17167,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 17167."
+12914,2651,1082,742,412,203,3,7729,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 7729."
+6820,3684,1093,281,390,217,3,16222,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 16222."
+11789,4540,1232,767,494,95,3,6544,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 6544."
+11490,1620,1042,442,453,279,0,10337,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 10337."
+9558,1466,801,761,141,238,2,19905,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 19905."
+4435,3584,1387,328,249,194,0,11027,Your expenses exceed your income. Consider reducing spending on wants and increasing your income sources to meet your savings goal of 11027.
+12679,642,1469,162,86,90,4,17967,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 17967."
+8217,2455,434,585,497,237,1,15986,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 15986."
+10788,521,414,164,487,22,1,16704,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 16704."
+9871,1509,1313,208,80,94,1,16796,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 16796."
+7209,4249,925,409,459,153,1,9789,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 9789."
+4527,3666,552,501,98,251,2,15821,Your expenses exceed your income. Consider reducing spending on wants and increasing your income sources to meet your savings goal of 15821.
+9408,4267,288,784,338,177,4,8429,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 8429."
+12619,1544,822,368,237,64,3,6963,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 6963."
+11417,4216,570,733,134,256,3,13451,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 13451."
+9934,2468,898,647,309,270,4,4571,"Allocate 50% to needs, 30% to wants, and 20% to savings. Your current savings rate is sufficient to reach your goal of 4571."