diff --git a/the_atronauts/backend/GlobalTemperatures.csv b/the_atronauts/backend/GlobalTemperatures.csv
new file mode 100644
index 0000000..d7d2477
--- /dev/null
+++ b/the_atronauts/backend/GlobalTemperatures.csv
@@ -0,0 +1,3193 @@
+dt,LandAverageTemperature,LandAverageTemperatureUncertainty,LandMaxTemperature,LandMaxTemperatureUncertainty,LandMinTemperature,LandMinTemperatureUncertainty,LandAndOceanAverageTemperature,LandAndOceanAverageTemperatureUncertainty
+1750-01-01,3.0340000000000003,3.574,,,,,,
+1750-02-01,3.083,3.702,,,,,,
+1750-03-01,5.626,3.076,,,,,,
+1750-04-01,8.49,2.451,,,,,,
+1750-05-01,11.573,2.072,,,,,,
+1750-06-01,12.937000000000001,1.724,,,,,,
+1750-07-01,15.868,1.911,,,,,,
+1750-08-01,14.75,2.231,,,,,,
+1750-09-01,11.412999999999998,2.637,,,,,,
+1750-10-01,6.366999999999999,2.668,,,,,,
+1750-11-01,,,,,,,,
+1750-12-01,2.772,2.97,,,,,,
+1751-01-01,2.495,3.469,,,,,,
+1751-02-01,0.963,3.827,,,,,,
+1751-03-01,5.8,3.051,,,,,,
+1751-04-01,7.67,2.3680000000000003,,,,,,
+1751-05-01,,,,,,,,
+1751-06-01,13.827,1.801,,,,,,
+1751-07-01,,,,,,,,
+1751-08-01,14.405,2.296,,,,,,
+1751-09-01,10.673,2.656,,,,,,
+1751-10-01,,,,,,,,
+1751-11-01,,,,,,,,
+1751-12-01,,,,,,,,
+1752-01-01,0.3480000000000003,3.789,,,,,,
+1752-02-01,,,,,,,,
+1752-03-01,5.806,3.192,,,,,,
+1752-04-01,8.264999999999999,2.398,,,,,,
+1752-05-01,,,,,,,,
+1752-06-01,,,,,,,,
+1752-07-01,,,,,,,,
+1752-08-01,,,,,,,,
+1752-09-01,,,,,,,,
+1752-10-01,7.838999999999999,2.754,,,,,,
+1752-11-01,7.335,2.747,,,,,,
+1752-12-01,5.086,2.982,,,,,,
+1753-01-01,2.039,3.478,,,,,,
+1753-02-01,0.7149999999999999,6.341,,,,,,
+1753-03-01,5.4239999999999995,2.929,,,,,,
+1753-04-01,8.272,3.177,,,,,,
+1753-05-01,12.186,3.111,,,,,,
+1753-06-01,14.585,2.59,,,,,,
+1753-07-01,15.092,1.929,,,,,,
+1753-08-01,14.148,2.4530000000000003,,,,,,
+1753-09-01,13.322000000000001,2.5380000000000003,,,,,,
+1753-10-01,8.962,2.585,,,,,,
+1753-11-01,5.353,2.807,,,,,,
+1753-12-01,0.5589999999999997,4.174,,,,,,
+1754-01-01,1.574,5.02,,,,,,
+1754-02-01,-1.2489999999999997,7.492000000000001,,,,,,
+1754-03-01,3.677,3.3360000000000003,,,,,,
+1754-04-01,11.61,3.293,,,,,,
+1754-05-01,11.936,3.937,,,,,,
+1754-06-01,14.388,3.366,,,,,,
+1754-07-01,14.681,2.401,,,,,,
+1754-08-01,13.556,1.892,,,,,,
+1754-09-01,11.129000000000001,2.318,,,,,,
+1754-10-01,9.582,2.529,,,,,,
+1754-11-01,6.1610000000000005,3.048,,,,,,
+1754-12-01,4.587,3.299,,,,,,
+1755-01-01,1.067,4.6930000000000005,,,,,,
+1755-02-01,-0.1080000000000001,5.857,,,,,,
+1755-03-01,3.6069999999999998,3.909,,,,,,
+1755-04-01,9.263,3.372,,,,,,
+1755-05-01,12.880999999999998,4.151,,,,,,
+1755-06-01,15.38,5.322,,,,,,
+1755-07-01,14.397,1.936,,,,,,
+1755-08-01,13.515,2.381,,,,,,
+1755-09-01,11.773,3.4160000000000004,,,,,,
+1755-10-01,9.97,3.931,,,,,,
+1755-11-01,5.957999999999999,4.021,,,,,,
+1755-12-01,2.5639999999999996,3.215,,,,,,
+1756-01-01,3.887,3.513,,,,,,
+1756-02-01,5.666,4.265,,,,,,
+1756-03-01,4.192,5.574,,,,,,
+1756-04-01,10.042,3.752,,,,,,
+1756-05-01,14.163999999999998,2.608,,,,,,
+1756-06-01,14.547,3.213,,,,,,
+1756-07-01,13.905999999999999,2.192,,,,,,
+1756-08-01,13.437000000000001,2.175,,,,,,
+1756-09-01,12.652000000000001,2.954,,,,,,
+1756-10-01,7.3119999999999985,2.201,,,,,,
+1756-11-01,4.225,2.86,,,,,,
+1756-12-01,2.165,3.841,,,,,,
+1757-01-01,-0.27600000000000025,4.022,,,,,,
+1757-02-01,3.704,4.261,,,,,,
+1757-03-01,4.529,3.638,,,,,,
+1757-04-01,8.245999999999999,4.3039999999999985,,,,,,
+1757-05-01,13.039000000000001,4.98,,,,,,
+1757-06-01,17.115,4.59,,,,,,
+1757-07-01,17.61,4.322,,,,,,
+1757-08-01,17.91,4.035,,,,,,
+1757-09-01,14.852,3.189,,,,,,
+1757-10-01,6.481999999999998,3.173,,,,,,
+1757-11-01,4.032,2.643,,,,,,
+1757-12-01,1.0210000000000004,5.155,,,,,,
+1758-01-01,-1.5029999999999997,7.349,,,,,,
+1758-02-01,0.8059999999999999,3.753,,,,,,
+1758-03-01,3.765,3.3680000000000003,,,,,,
+1758-04-01,7.209999999999999,2.986,,,,,,
+1758-05-01,9.715,3.091,,,,,,
+1758-06-01,13.139000000000001,2.055,,,,,,
+1758-07-01,13.847000000000001,3.608,,,,,,
+1758-08-01,11.818,2.979,,,,,,
+1758-09-01,10.028,2.347,,,,,,
+1758-10-01,1.8939999999999992,2.332,,,,,,
+1758-11-01,6.955,3.2430000000000003,,,,,,
+1758-12-01,3.249,3.244,,,,,,
+1759-01-01,5.013999999999999,3.673,,,,,,
+1759-02-01,4.082,5.966,,,,,,
+1759-03-01,4.52,3.958,,,,,,
+1759-04-01,5.983,3.159,,,,,,
+1759-05-01,10.189,2.503,,,,,,
+1759-06-01,13.512,2.232,,,,,,
+1759-07-01,12.526,2.65,,,,,,
+1759-08-01,14.587,5.626,,,,,,
+1759-09-01,12.626,3.235,,,,,,
+1759-10-01,8.267000000000001,2.983,,,,,,
+1759-11-01,4.268000000000002,3.167,,,,,,
+1759-12-01,0.2469999999999999,4.995,,,,,,
+1760-01-01,-0.8109999999999999,4.567,,,,,,
+1760-02-01,2.436,3.535,,,,,,
+1760-03-01,1.864,4.666,,,,,,
+1760-04-01,7.435999999999999,2.669,,,,,,
+1760-05-01,10.661,1.857,,,,,,
+1760-06-01,11.945,2.14,,,,,,
+1760-07-01,12.887,2.567,,,,,,
+1760-08-01,13.917,2.789,,,,,,
+1760-09-01,11.197000000000001,3.865,,,,,,
+1760-10-01,6.7010000000000005,3.422,,,,,,
+1760-11-01,5.436,2.3480000000000003,,,,,,
+1760-12-01,2.553,2.642,,,,,,
+1761-01-01,0.6000000000000001,4.779,,,,,,
+1761-02-01,2.735,3.775,,,,,,
+1761-03-01,5.976,3.225,,,,,,
+1761-04-01,7.321000000000001,1.652,,,,,,
+1761-05-01,13.451,1.709,,,,,,
+1761-06-01,16.820999999999998,3.1660000000000004,,,,,,
+1761-07-01,19.021,2.696,,,,,,
+1761-08-01,15.331,2.013,,,,,,
+1761-09-01,12.534999999999998,4.075,,,,,,
+1761-10-01,7.2269999999999985,3.932,,,,,,
+1761-11-01,5.0889999999999995,2.248,,,,,,
+1761-12-01,-0.8370000000000002,4.468,,,,,,
+1762-01-01,6.8660000000000005,3.776,,,,,,
+1762-02-01,4.801,7.88,,,,,,
+1762-03-01,3.5280000000000005,4.1389999999999985,,,,,,
+1762-04-01,9.019,2.199,,,,,,
+1762-05-01,10.880999999999998,3.044,,,,,,
+1762-06-01,13.499,3.3110000000000004,,,,,,
+1762-07-01,14.72,1.966,,,,,,
+1762-08-01,13.992,3.329,,,,,,
+1762-09-01,10.326,3.2260000000000004,,,,,,
+1762-10-01,6.156000000000001,2.879,,,,,,
+1762-11-01,6.367000000000001,3.354,,,,,,
+1762-12-01,3.123,3.188,,,,,,
+1763-01-01,1.3690000000000002,6.415,,,,,,
+1763-02-01,0.7709999999999999,4.102,,,,,,
+1763-03-01,1.5760000000000003,4.635,,,,,,
+1763-04-01,7.870999999999999,2.275,,,,,,
+1763-05-01,10.701,2.736,,,,,,
+1763-06-01,12.271,2.224,,,,,,
+1763-07-01,16.391,1.754,,,,,,
+1763-08-01,14.126,2.157,,,,,,
+1763-09-01,11.378,2.827,,,,,,
+1763-10-01,5.535,2.9610000000000003,,,,,,
+1763-11-01,4.588,2.08,,,,,,
+1763-12-01,3.384,3.653,,,,,,
+1764-01-01,1.7409999999999999,3.628,,,,,,
+1764-02-01,6.162000000000001,2.8680000000000003,,,,,,
+1764-03-01,5.521,2.488,,,,,,
+1764-04-01,7.879999999999999,3.159,,,,,,
+1764-05-01,11.175,4.55,,,,,,
+1764-06-01,11.723,1.707,,,,,,
+1764-07-01,12.507,3.256,,,,,,
+1764-08-01,12.282,1.259,,,,,,
+1764-09-01,10.696,2.236,,,,,,
+1764-10-01,10.011000000000001,2.515,,,,,,
+1764-11-01,5.791,2.8280000000000003,,,,,,
+1764-12-01,5.315,2.809,,,,,,
+1765-01-01,3.78,4.928,,,,,,
+1765-02-01,3.832,3.156,,,,,,
+1765-03-01,6.859,2.442,,,,,,
+1765-04-01,9.013,1.4480000000000002,,,,,,
+1765-05-01,10.734000000000002,1.928,,,,,,
+1765-06-01,10.832999999999998,1.453,,,,,,
+1765-07-01,13.953,2.375,,,,,,
+1765-08-01,13.12,1.872,,,,,,
+1765-09-01,10.993,1.705,,,,,,
+1765-10-01,7.904,1.533,,,,,,
+1765-11-01,5.603,3.737,,,,,,
+1765-12-01,2.399,2.556,,,,,,
+1766-01-01,-0.7930000000000001,4.766,,,,,,
+1766-02-01,4.896,3.741,,,,,,
+1766-03-01,6.062,2.802,,,,,,
+1766-04-01,8.007,2.084,,,,,,
+1766-05-01,11.228,1.555,,,,,,
+1766-06-01,13.653,3.745,,,,,,
+1766-07-01,13.555,2.341,,,,,,
+1766-08-01,13.758,2.5980000000000003,,,,,,
+1766-09-01,12.25,2.855,,,,,,
+1766-10-01,8.465,1.491,,,,,,
+1766-11-01,7.4540000000000015,3.774,,,,,,
+1766-12-01,2.333,2.278,,,,,,
+1767-01-01,-0.6430000000000002,5.6560000000000015,,,,,,
+1767-02-01,3.932,4.973,,,,,,
+1767-03-01,7.022,4.418,,,,,,
+1767-04-01,6.278,3.557,,,,,,
+1767-05-01,10.193,1.501,,,,,,
+1767-06-01,14.112,1.426,,,,,,
+1767-07-01,13.360999999999999,2.559,,,,,,
+1767-08-01,14.597000000000001,1.466,,,,,,
+1767-09-01,11.675,2.313,,,,,,
+1767-10-01,9.027000000000001,1.611,,,,,,
+1767-11-01,7.915,3.775,,,,,,
+1767-12-01,1.189,2.297,,,,,,
+1768-01-01,-2.08,3.027,,,,,,
+1768-02-01,0.5060000000000002,3.04,,,,,,
+1768-03-01,2.4459999999999997,2.157,,,,,,
+1768-04-01,6.92,1.84,,,,,,
+1768-05-01,9.066,2.4330000000000003,,,,,,
+1768-06-01,12.489999999999998,1.729,,,,,,
+1768-07-01,13.875,2.552,,,,,,
+1768-08-01,12.352,2.046,,,,,,
+1768-09-01,10.824000000000002,1.504,,,,,,
+1768-10-01,7.728999999999999,2.5580000000000003,,,,,,
+1768-11-01,4.581,2.02,,,,,,
+1768-12-01,2.667,2.286,,,,,,
+1769-01-01,2.305,3.76,,,,,,
+1769-02-01,2.164,2.527,,,,,,
+1769-03-01,4.57,2.225,,,,,,
+1769-04-01,8.966999999999997,3.105,,,,,,
+1769-05-01,12.873,1.753,,,,,,
+1769-06-01,15.142000000000001,1.727,,,,,,
+1769-07-01,14.460999999999999,3.669,,,,,,
+1769-08-01,13.494000000000002,1.604,,,,,,
+1769-09-01,11.25,1.598,,,,,,
+1769-10-01,5.296999999999999,2.395,,,,,,
+1769-11-01,2.79,2.267,,,,,,
+1769-12-01,-0.9780000000000002,2.291,,,,,,
+1770-01-01,1.974,4.275,,,,,,
+1770-02-01,4.105,4.129,,,,,,
+1770-03-01,1.6119999999999999,2.276,,,,,,
+1770-04-01,9.788,3.516,,,,,,
+1770-05-01,9.996,1.27,,,,,,
+1770-06-01,11.884,3.395,,,,,,
+1770-07-01,11.620999999999999,2.658,,,,,,
+1770-08-01,11.413,3.14,,,,,,
+1770-09-01,10.724,1.51,,,,,,
+1770-10-01,8.661,1.6030000000000002,,,,,,
+1770-11-01,5.791,2.7260000000000004,,,,,,
+1770-12-01,4.734,2.87,,,,,,
+1771-01-01,5.101,4.287,,,,,,
+1771-02-01,-0.27399999999999997,3.218,,,,,,
+1771-03-01,2.8139999999999996,3.237,,,,,,
+1771-04-01,5.716999999999999,2.647,,,,,,
+1771-05-01,9.626,3.088,,,,,,
+1771-06-01,14.104000000000001,1.403,,,,,,
+1771-07-01,13.828,1.435,,,,,,
+1771-08-01,14.204,2.246,,,,,,
+1771-09-01,11.363,1.515,,,,,,
+1771-10-01,10.317,1.721,,,,,,
+1771-11-01,4.916,2.952,,,,,,
+1771-12-01,2.522,3.506,,,,,,
+1772-01-01,1.253,4.624,,,,,,
+1772-02-01,1.4780000000000002,5.962999999999999,,,,,,
+1772-03-01,3.057,2.206,,,,,,
+1772-04-01,8.857999999999997,1.524,,,,,,
+1772-05-01,9.531,1.844,,,,,,
+1772-06-01,12.646999999999998,2.4290000000000003,,,,,,
+1772-07-01,14.581,1.409,,,,,,
+1772-08-01,14.097999999999999,1.641,,,,,,
+1772-09-01,10.303,1.334,,,,,,
+1772-10-01,9.268,1.386,,,,,,
+1772-11-01,7.736000000000001,2.582,,,,,,
+1772-12-01,5.5120000000000005,2.624,,,,,,
+1773-01-01,-0.43699999999999983,2.9330000000000003,,,,,,
+1773-02-01,1.4209999999999998,3.0210000000000004,,,,,,
+1773-03-01,4.4220000000000015,2.083,,,,,,
+1773-04-01,9.415,2.095,,,,,,
+1773-05-01,12.764000000000001,2.537,,,,,,
+1773-06-01,12.811,1.259,,,,,,
+1773-07-01,14.484000000000002,1.085,,,,,,
+1773-08-01,13.624,1.162,,,,,,
+1773-09-01,12.488,1.676,,,,,,
+1773-10-01,9.206,1.874,,,,,,
+1773-11-01,3.369,4.817,,,,,,
+1773-12-01,5.090999999999998,3.787,,,,,,
+1774-01-01,-0.3249999999999997,4.557,,,,,,
+1774-02-01,4.914,5.124,,,,,,
+1774-03-01,5.643,2.779,,,,,,
+1774-04-01,10.153,3.849,,,,,,
+1774-05-01,16.025,2.535,,,,,,
+1774-06-01,15.371,3.891,,,,,,
+1774-07-01,16.521,3.806,,,,,,
+1774-08-01,14.099,1.947,,,,,,
+1774-09-01,10.936,2.115,,,,,,
+1774-10-01,8.59,2.625,,,,,,
+1774-11-01,3.029,4.4830000000000005,,,,,,
+1774-12-01,0.31000000000000005,3.2710000000000004,,,,,,
+1775-01-01,4.261,3.435,,,,,,
+1775-02-01,6.4270000000000005,3.139,,,,,,
+1775-03-01,7.7589999999999995,2.394,,,,,,
+1775-04-01,7.951999999999999,1.538,,,,,,
+1775-05-01,11.399000000000001,1.846,,,,,,
+1775-06-01,12.314,2.805,,,,,,
+1775-07-01,14.719000000000001,1.058,,,,,,
+1775-08-01,14.435,1.093,,,,,,
+1775-09-01,11.095999999999998,1.459,,,,,,
+1775-10-01,10.372,2.116,,,,,,
+1775-11-01,8.179,4.56,,,,,,
+1775-12-01,1.2839999999999998,2.404,,,,,,
+1776-01-01,-0.8059999999999999,4.467,,,,,,
+1776-02-01,4.825,3.762,,,,,,
+1776-03-01,4.652,2.388,,,,,,
+1776-04-01,7.439999999999999,1.404,,,,,,
+1776-05-01,10.475,5.237,,,,,,
+1776-06-01,14.564,2.4330000000000003,,,,,,
+1776-07-01,14.107999999999999,1.3030000000000002,,,,,,
+1776-08-01,14.837,3.437,,,,,,
+1776-09-01,10.602,2.065,,,,,,
+1776-10-01,8.059999999999999,2.152,,,,,,
+1776-11-01,5.87,2.7880000000000003,,,,,,
+1776-12-01,5.021,2.934,,,,,,
+1777-01-01,6.021000000000001,3.11,,,,,,
+1777-02-01,4.9190000000000005,5.268,,,,,,
+1777-03-01,5.572,2.307,,,,,,
+1777-04-01,6.361999999999999,1.401,,,,,,
+1777-05-01,11.389000000000001,2.117,,,,,,
+1777-06-01,12.323,1.607,,,,,,
+1777-07-01,12.743,1.078,,,,,,
+1777-08-01,12.815,1.269,,,,,,
+1777-09-01,11.379000000000001,2.692,,,,,,
+1777-10-01,6.956,3.464,,,,,,
+1777-11-01,5.529,2.276,,,,,,
+1777-12-01,3.0669999999999997,2.725,,,,,,
+1778-01-01,2.521,3.544,,,,,,
+1778-02-01,6.0939999999999985,3.569,,,,,,
+1778-03-01,4.604,4.151,,,,,,
+1778-04-01,10.983999999999998,1.69,,,,,,
+1778-05-01,11.286,1.673,,,,,,
+1778-06-01,11.731,3.975,,,,,,
+1778-07-01,15.037,2.216,,,,,,
+1778-08-01,12.869000000000002,2.658,,,,,,
+1778-09-01,13.377,2.35,,,,,,
+1778-10-01,8.049,3.608,,,,,,
+1778-11-01,3.8539999999999996,2.675,,,,,,
+1778-12-01,2.101,2.361,,,,,,
+1779-01-01,1.4700000000000002,2.802,,,,,,
+1779-02-01,5.14,4.959,,,,,,
+1779-03-01,6.9670000000000005,3.017,,,,,,
+1779-04-01,9.965,3.0860000000000003,,,,,,
+1779-05-01,14.18,1.863,,,,,,
+1779-06-01,12.547,2.14,,,,,,
+1779-07-01,13.659,1.858,,,,,,
+1779-08-01,13.799000000000001,1.4780000000000002,,,,,,
+1779-09-01,12.683,1.809,,,,,,
+1779-10-01,9.35,1.544,,,,,,
+1779-11-01,5.7700000000000005,2.258,,,,,,
+1779-12-01,2.269,3.256,,,,,,
+1780-01-01,2.515,3.438,,,,,,
+1780-02-01,4.08,3.179,,,,,,
+1780-03-01,5.724,2.381,,,,,,
+1780-04-01,13.732000000000001,3.0580000000000003,,,,,,
+1780-05-01,15.756999999999998,1.419,,,,,,
+1780-06-01,14.747,2.9810000000000003,,,,,,
+1780-07-01,16.183,1.3,,,,,,
+1780-08-01,12.947000000000001,3.131,,,,,,
+1780-09-01,8.844,2.104,,,,,,
+1780-10-01,9.376,1.873,,,,,,
+1780-11-01,6.706,2.596,,,,,,
+1780-12-01,2.5839999999999996,3.5580000000000003,,,,,,
+1781-01-01,2.401,4.948,,,,,,
+1781-02-01,2.267,3.5810000000000004,,,,,,
+1781-03-01,4.772,2.443,,,,,,
+1781-04-01,6.922999999999999,2.076,,,,,,
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+2012-06-01,14.492,0.078,20.43,0.101,8.505,0.14,17.252000000000002,0.06
+2012-07-01,15.075999999999999,0.076,21.006,0.079,9.229,0.113,17.45,0.06
+2012-08-01,14.72,0.069,20.709,0.079,8.84,0.218,17.42,0.06
+2012-09-01,13.04,0.069,19.074,0.093,7.176,0.188,16.882,0.06
+2012-10-01,10.428,0.098,16.203,0.099,4.765,0.134,16.019000000000002,0.063
+2012-11-01,7.1560000000000015,0.116,12.689,0.15,1.7959999999999998,0.127,15.001,0.064
+2012-12-01,4.102,0.09,9.498,0.149,-1.162,0.096,14.138,0.064
+2013-01-01,3.685,0.097,9.255,0.154,-1.7260000000000002,0.08800000000000001,14.117,0.064
+2013-02-01,4.222,0.093,9.95,0.057,-1.4720000000000002,0.14800000000000002,14.359000000000002,0.065
+2013-03-01,6.261,0.09,12.328,0.08900000000000001,0.17400000000000004,0.142,14.952,0.066
+2013-04-01,9.044,0.098,15.084000000000001,0.15,3.055,0.177,15.749,0.065
+2013-05-01,12.195,0.104,18.107000000000006,0.139,6.263,0.196,16.608999999999998,0.065
+2013-06-01,14.568,0.09,20.44,0.158,8.685,0.165,17.257,0.062
+2013-07-01,15.003,0.126,20.737,0.1,9.33,0.153,17.503,0.068
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+2013-12-01,4.724,0.085,10.083,0.129,-0.5479999999999999,0.105,14.339,0.065
+2014-01-01,3.7319999999999998,0.075,9.327,0.138,-1.7550000000000003,0.091,14.136,0.064
+2014-02-01,3.5,0.068,9.146,0.073,-2.08,0.095,14.157,0.065
+2014-03-01,6.377999999999999,0.098,12.367,0.108,0.436,0.139,15.09,0.068
+2014-04-01,9.589,0.111,15.529000000000002,0.09,3.617,0.193,16.038,0.069
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diff --git a/the_atronauts/backend/model.py b/the_atronauts/backend/model.py
new file mode 100644
index 0000000..258cacf
--- /dev/null
+++ b/the_atronauts/backend/model.py
@@ -0,0 +1,158 @@
+!pip install pmdarima
+
+import numpy as np # linear algebra
+import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)
+import matplotlib.pyplot as plt
+import datetime as dt
+from scipy.stats import pearsonr
+from sklearn.model_selection import train_test_split
+from sklearn.linear_model import LinearRegression
+from statsmodels.tsa.seasonal import seasonal_decompose
+from statsmodels.graphics.tsaplots import plot_acf, plot_pacf
+from statsmodels.tsa.stattools import adfuller
+import pmdarima as pm
+from statsmodels.tsa.arima.model import ARIMA
+
+from learntools.time_series.style import *
+
+import os
+for dirname, _, filenames in os.walk('/kaggle/input'):
+    for filename in filenames:
+        print(os.path.join(dirname, filename))
+
+    
+temperatures = pd.read_csv('./GlobalTemperatures.csv')
+temperatures.index = pd.to_datetime(temperatures.dt, format='%Y-%d-%m')
+temperatures = temperatures.drop(columns=['dt'])
+
+temperatures.head()
+
+temperatures=temperatures[['LandAverageTemperature']]
+
+temperatures.describe()
+
+max(temperatures.index)
+
+temperatures.dtypes
+
+temperatures.describe()
+
+plt.figure(figsize=(18,10))
+plt.plot(temperatures['LandAverageTemperature'])
+plt.show()
+
+temperatures['Year'] = temperatures.index.year
+
+yearly_data = temperatures['LandAverageTemperature'].asfreq('Y')
+yearly_mean = yearly_data.resample('Y').mean()
+
+df = temperatures.resample('Y').mean()
+
+plt.figure(figsize=(18,10))
+plt.plot(df['LandAverageTemperature'])
+plt.show()
+
+import matplotlib.animation as animation
+
+oneYearData = df.iloc[0:365,:]
+x = oneYearData.index
+y = oneYearData['LandAverageTemperature']
+
+fig, ax = plt.subplots()
+line, = ax.plot(x, y, "b-")
+
+def animate(i):
+    print("animating")
+    oneYearData= df.iloc[i*365:i*365+365, :]
+    x = oneYearData.index
+    y = oneYearData['LandAverageTemperature']
+
+    # Update the y-data of the line plot by shifting the sine wave horizontally
+    # line.set_xdata(x)
+    line.set_ydata(y)
+    return line,
+
+ani = animation.FuncAnimation(fig, animate, interval=10, blit=True, save_count=50)
+plt.show()
+
+import matplotlib.pyplot as plt
+import numpy as np
+import matplotlib.animation as animation
+
+# Create a figure and axis for the plot
+fig, ax = plt.subplots()
+
+# Generate x values from 0 to 2*pi with a step of 0.01
+x = np.arange(0, 2 * np.pi, 0.01)
+
+# Create a line plot of y = sin(x)
+line, = ax.plot(x, np.sin(x))
+
+# Define the animate function
+def animate(i):
+    line.set_ydata(np.sin(x + i / 50))
+    return line,
+
+# Create a FuncAnimation object
+ani = animation.FuncAnimation(fig, animate, interval=20, blit=True, save_count=50)
+
+# Display the animation in a Matplotlib window
+plt.show()
+
+decomposition = seasonal_decompose(df['LandAverageTemperature'], model='multiplicative', period=10)
+fig = decomposition.plot()
+
+temperature_px = df['LandAverageTemperature']
+df['10'] = temperature_px.rolling(window=10).mean()
+
+plt.figure(figsize=(18,10))
+ax = plt.subplot()
+ax.plot(df['LandAverageTemperature'], alpha=0.8, label='land average temperature')
+ax.plot(df['10'], color="orange", label='10-year land average temperature')
+ax.set_xticks([0,50,100,150,200,250])
+ax.set_xticklabels([1750,1800,1850,1900,1950,2000])
+plt.xlabel('Years')
+plt.ylabel('Temperature (in °C)')
+plt.grid()
+plt.legend()
+plt.show()
+plt.clf()
+
+ax = df['LandAverageTemperature'].plot(**plot_params)
+ax.set(title="Land Average Temperature per Year in the last 250 years", ylabel="Land Average Temperature")
+plt.show()
+
+trend = df['LandAverageTemperature'].rolling(
+    window=10,
+    center=True,
+    min_periods=6,
+).mean()
+
+ax = df['LandAverageTemperature'].plot(**plot_params, alpha=0.5)
+ax = trend.plot(ax=ax, linewidth=3)
+ax.set(title="Land Average Temperature in the last 250 years", ylabel="Land Average Temperature")
+plt.show()
+
+from statsmodels.tsa.deterministic import DeterministicProcess
+
+average_temperature = df['LandAverageTemperature']
+y = average_temperature.copy()  # the target
+
+# YOUR CODE HERE: Instantiate `DeterministicProcess` with arguments
+# appropriate for a cubic trend model
+dp = DeterministicProcess(index=y.index, order=3)
+X = dp.in_sample()
+X_fore = dp.out_of_sample(steps=90)
+
+model = LinearRegression()
+model.fit(X, y)
+
+y_pred = pd.Series(model.predict(X), index=X.index)
+y_fore = pd.Series(model.predict(X_fore), index=X_fore.index)
+
+ax = y.plot(**plot_params, alpha=0.5, title="Average Land Temperature", ylabel="Land Temperature")
+ax = y_pred.plot(ax=ax, linewidth=3, label="Trend", color='C0')
+ax = y_fore.plot(ax=ax, linewidth=3, label="Trend Forecast", color='C3')
+plt.xlabel('Year')
+ax.legend();
+
diff --git a/the_atronauts/frontend/README.md b/the_atronauts/frontend/README.md
new file mode 100644
index 0000000..58beeac
--- /dev/null
+++ b/the_atronauts/frontend/README.md
@@ -0,0 +1,70 @@
+# Getting Started with Create React App
+
+This project was bootstrapped with [Create React App](https://github.com/facebook/create-react-app).
+
+## Available Scripts
+
+In the project directory, you can run:
+
+### `npm start`
+
+Runs the app in the development mode.\
+Open [http://localhost:3000](http://localhost:3000) to view it in your browser.
+
+The page will reload when you make changes.\
+You may also see any lint errors in the console.
+
+### `npm test`
+
+Launches the test runner in the interactive watch mode.\
+See the section about [running tests](https://facebook.github.io/create-react-app/docs/running-tests) for more information.
+
+### `npm run build`
+
+Builds the app for production to the `build` folder.\
+It correctly bundles React in production mode and optimizes the build for the best performance.
+
+The build is minified and the filenames include the hashes.\
+Your app is ready to be deployed!
+
+See the section about [deployment](https://facebook.github.io/create-react-app/docs/deployment) for more information.
+
+### `npm run eject`
+
+**Note: this is a one-way operation. Once you `eject`, you can't go back!**
+
+If you aren't satisfied with the build tool and configuration choices, you can `eject` at any time. This command will remove the single build dependency from your project.
+
+Instead, it will copy all the configuration files and the transitive dependencies (webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except `eject` will still work, but they will point to the copied scripts so you can tweak them. At this point you're on your own.
+
+You don't have to ever use `eject`. The curated feature set is suitable for small and middle deployments, and you shouldn't feel obligated to use this feature. However we understand that this tool wouldn't be useful if you couldn't customize it when you are ready for it.
+
+## Learn More
+
+You can learn more in the [Create React App documentation](https://facebook.github.io/create-react-app/docs/getting-started).
+
+To learn React, check out the [React documentation](https://reactjs.org/).
+
+### Code Splitting
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/code-splitting](https://facebook.github.io/create-react-app/docs/code-splitting)
+
+### Analyzing the Bundle Size
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size](https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size)
+
+### Making a Progressive Web App
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app](https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app)
+
+### Advanced Configuration
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/advanced-configuration](https://facebook.github.io/create-react-app/docs/advanced-configuration)
+
+### Deployment
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/deployment](https://facebook.github.io/create-react-app/docs/deployment)
+
+### `npm run build` fails to minify
+
+This section has moved here: [https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify](https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify)
diff --git a/the_atronauts/frontend/package-lock.json b/the_atronauts/frontend/package-lock.json
new file mode 100644
index 0000000..d138026
--- /dev/null
+++ b/the_atronauts/frontend/package-lock.json
@@ -0,0 +1,17856 @@
+{
+  "name": "water-cycle",
+  "version": "0.1.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
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+        "autoprefixer": "^10.4.16",
+        "postcss": "^8.4.31",
+        "react": "^18.2.0",
+        "react-dom": "^18.2.0",
+        "react-scripts": "5.0.1",
+        "tailwindcss": "^3.3.3",
+        "web-vitals": "^2.1.4"
+      }
+    },
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+      "engines": {
+        "node": ">=0.10.0"
+      }
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+    "node_modules/@adobe/css-tools": {
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+    },
+    "node_modules/@alloc/quick-lru": {
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+      "engines": {
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+      "funding": {
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+      }
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diff --git a/the_atronauts/frontend/package.json b/the_atronauts/frontend/package.json
new file mode 100644
index 0000000..ac591dd
--- /dev/null
+++ b/the_atronauts/frontend/package.json
@@ -0,0 +1,41 @@
+{
+  "name": "water-cycle",
+  "version": "0.1.0",
+  "private": true,
+  "dependencies": {
+    "@testing-library/jest-dom": "^5.17.0",
+    "@testing-library/react": "^13.4.0",
+    "@testing-library/user-event": "^13.5.0",
+    "autoprefixer": "^10.4.16",
+    "postcss": "^8.4.31",
+    "react": "^18.2.0",
+    "react-dom": "^18.2.0",
+    "react-scripts": "5.0.1",
+    "tailwindcss": "^3.3.3",
+    "web-vitals": "^2.1.4"
+  },
+  "scripts": {
+    "start": "react-scripts start",
+    "build": "react-scripts build",
+    "test": "react-scripts test",
+    "eject": "react-scripts eject"
+  },
+  "eslintConfig": {
+    "extends": [
+      "react-app",
+      "react-app/jest"
+    ]
+  },
+  "browserslist": {
+    "production": [
+      ">0.2%",
+      "not dead",
+      "not op_mini all"
+    ],
+    "development": [
+      "last 1 chrome version",
+      "last 1 firefox version",
+      "last 1 safari version"
+    ]
+  }
+}
diff --git a/the_atronauts/frontend/postcss.config.js b/the_atronauts/frontend/postcss.config.js
new file mode 100644
index 0000000..33ad091
--- /dev/null
+++ b/the_atronauts/frontend/postcss.config.js
@@ -0,0 +1,6 @@
+module.exports = {
+  plugins: {
+    tailwindcss: {},
+    autoprefixer: {},
+  },
+}
diff --git a/the_atronauts/frontend/public/favicon.ico b/the_atronauts/frontend/public/favicon.ico
new file mode 100644
index 0000000..a11777c
Binary files /dev/null and b/the_atronauts/frontend/public/favicon.ico differ
diff --git a/the_atronauts/frontend/public/index.html b/the_atronauts/frontend/public/index.html
new file mode 100644
index 0000000..aa069f2
--- /dev/null
+++ b/the_atronauts/frontend/public/index.html
@@ -0,0 +1,43 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <link rel="icon" href="%PUBLIC_URL%/favicon.ico" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <meta name="theme-color" content="#000000" />
+    <meta
+      name="description"
+      content="Web site created using create-react-app"
+    />
+    <link rel="apple-touch-icon" href="%PUBLIC_URL%/logo192.png" />
+    <!--
+      manifest.json provides metadata used when your web app is installed on a
+      user's mobile device or desktop. See https://developers.google.com/web/fundamentals/web-app-manifest/
+    -->
+    <link rel="manifest" href="%PUBLIC_URL%/manifest.json" />
+    <!--
+      Notice the use of %PUBLIC_URL% in the tags above.
+      It will be replaced with the URL of the `public` folder during the build.
+      Only files inside the `public` folder can be referenced from the HTML.
+
+      Unlike "/favicon.ico" or "favicon.ico", "%PUBLIC_URL%/favicon.ico" will
+      work correctly both with client-side routing and a non-root public URL.
+      Learn how to configure a non-root public URL by running `npm run build`.
+    -->
+    <title>React App</title>
+  </head>
+  <body>
+    <noscript>You need to enable JavaScript to run this app.</noscript>
+    <div id="root"></div>
+    <!--
+      This HTML file is a template.
+      If you open it directly in the browser, you will see an empty page.
+
+      You can add webfonts, meta tags, or analytics to this file.
+      The build step will place the bundled scripts into the <body> tag.
+
+      To begin the development, run `npm start` or `yarn start`.
+      To create a production bundle, use `npm run build` or `yarn build`.
+    -->
+  </body>
+</html>
diff --git a/the_atronauts/frontend/public/logo192.png b/the_atronauts/frontend/public/logo192.png
new file mode 100644
index 0000000..fc44b0a
Binary files /dev/null and b/the_atronauts/frontend/public/logo192.png differ
diff --git a/the_atronauts/frontend/public/logo512.png b/the_atronauts/frontend/public/logo512.png
new file mode 100644
index 0000000..a4e47a6
Binary files /dev/null and b/the_atronauts/frontend/public/logo512.png differ
diff --git a/the_atronauts/frontend/public/manifest.json b/the_atronauts/frontend/public/manifest.json
new file mode 100644
index 0000000..080d6c7
--- /dev/null
+++ b/the_atronauts/frontend/public/manifest.json
@@ -0,0 +1,25 @@
+{
+  "short_name": "React App",
+  "name": "Create React App Sample",
+  "icons": [
+    {
+      "src": "favicon.ico",
+      "sizes": "64x64 32x32 24x24 16x16",
+      "type": "image/x-icon"
+    },
+    {
+      "src": "logo192.png",
+      "type": "image/png",
+      "sizes": "192x192"
+    },
+    {
+      "src": "logo512.png",
+      "type": "image/png",
+      "sizes": "512x512"
+    }
+  ],
+  "start_url": ".",
+  "display": "standalone",
+  "theme_color": "#000000",
+  "background_color": "#ffffff"
+}
diff --git a/the_atronauts/frontend/public/robots.txt b/the_atronauts/frontend/public/robots.txt
new file mode 100644
index 0000000..e9e57dc
--- /dev/null
+++ b/the_atronauts/frontend/public/robots.txt
@@ -0,0 +1,3 @@
+# https://www.robotstxt.org/robotstxt.html
+User-agent: *
+Disallow:
diff --git a/the_atronauts/frontend/src/App.js b/the_atronauts/frontend/src/App.js
new file mode 100644
index 0000000..d7e8bf8
--- /dev/null
+++ b/the_atronauts/frontend/src/App.js
@@ -0,0 +1,41 @@
+import landscape from "./images/landscape.png";
+import clouds from "./images/clouds.png";
+import sun from "./images/sun.png";
+import Drop from "./Drop";
+
+const App = () => {
+  return (
+    <div className="w-[99vw] h-[98vh] flex bg-green-200 m-1 p-5 border-2 border-green-700">
+      <div className=" relative">
+        <img className="w-[98%] h-[100%] rounded-md" src={landscape} />
+        <img
+          src={clouds}
+          className="absolute w-[400px] h-[150px] top-5 left-10"
+        />
+        <img src={sun} className="absolute w-[150px] top-5 right-[290px] " />
+        <div className="absolute w-[200px] h-[450px] top-[150px] left-[60px]">
+        <div className="relative w-[200px] h-[450px]">
+          <Drop left={10}/>
+          <Drop left={20}/>
+          <Drop left={30}/>
+          <Drop left={40}/>
+          <Drop left={50}/>
+          <Drop left={60}/>
+          <Drop left={70}/>
+          <Drop left={80}/>
+          <Drop left={90}/>
+        </div>
+        </div>
+      </div>
+      <div className="w-[40%] border-2 rounded-md p-4 border-blue-700">
+        <div>buttons</div>
+        <div>
+          <div>Graph 1</div>
+          <div>Graph 2</div>
+        </div>
+      </div>
+    </div>
+  );
+};
+
+export default App;
diff --git a/the_atronauts/frontend/src/Drop.js b/the_atronauts/frontend/src/Drop.js
new file mode 100644
index 0000000..9dc9ee1
--- /dev/null
+++ b/the_atronauts/frontend/src/Drop.js
@@ -0,0 +1,17 @@
+import { useEffect, useState } from "react";
+
+function Drop({left}) {
+  const [top, setTop] = useState(50);
+
+  setInterval(() => {
+    setTop(top+1);
+  }, 1000);
+
+  return (
+    <div
+      className={`absolute w-2 h-4 bg-gray-700 rounded-full top-[${top}px] left-[${left}px]`}
+    ></div>
+  );
+}
+
+export default Drop;
diff --git a/the_atronauts/frontend/src/images/clouds.png b/the_atronauts/frontend/src/images/clouds.png
new file mode 100644
index 0000000..c3ef379
Binary files /dev/null and b/the_atronauts/frontend/src/images/clouds.png differ
diff --git a/the_atronauts/frontend/src/images/landscape.png b/the_atronauts/frontend/src/images/landscape.png
new file mode 100644
index 0000000..2a63098
Binary files /dev/null and b/the_atronauts/frontend/src/images/landscape.png differ
diff --git a/the_atronauts/frontend/src/images/rain.png b/the_atronauts/frontend/src/images/rain.png
new file mode 100644
index 0000000..2dfeda3
Binary files /dev/null and b/the_atronauts/frontend/src/images/rain.png differ
diff --git a/the_atronauts/frontend/src/images/sun.png b/the_atronauts/frontend/src/images/sun.png
new file mode 100644
index 0000000..2487953
Binary files /dev/null and b/the_atronauts/frontend/src/images/sun.png differ
diff --git a/the_atronauts/frontend/src/index.css b/the_atronauts/frontend/src/index.css
new file mode 100644
index 0000000..796882a
--- /dev/null
+++ b/the_atronauts/frontend/src/index.css
@@ -0,0 +1,3 @@
+@tailwind base;
+@tailwind components;
+@tailwind utilities;
\ No newline at end of file
diff --git a/the_atronauts/frontend/src/index.js b/the_atronauts/frontend/src/index.js
new file mode 100644
index 0000000..e503e8a
--- /dev/null
+++ b/the_atronauts/frontend/src/index.js
@@ -0,0 +1,11 @@
+import React from 'react';
+import ReactDOM from 'react-dom/client';
+import App from './App';
+import "./index.css";
+
+const root = ReactDOM.createRoot(document.getElementById('root'));
+root.render(
+  <React.StrictMode>
+    <App />
+  </React.StrictMode>
+);
diff --git a/the_atronauts/frontend/tailwind.config.js b/the_atronauts/frontend/tailwind.config.js
new file mode 100644
index 0000000..c0958ec
--- /dev/null
+++ b/the_atronauts/frontend/tailwind.config.js
@@ -0,0 +1,11 @@
+/** @type {import('tailwindcss').Config} */
+module.exports = {
+  content: [
+    "./src/**/*.{js,jsx,ts,tsx}",
+  ],
+  theme: {
+    extend: {},
+  },
+  plugins: [],
+}
+