Using the "File1" question 3. Looking to see if i can get those graphs and charts coded as much as possible or best visuals i can come up with using any of the 5 CSV files attached.
1. Where are the fires and are what are the main factors causing wildfires? 0. Heat map to determine concentrations of wildfires 0. Four primary drivers: 1. Climate change: as temperatures increase, fires and fire severity increases 0. Linear regression model 1. People 1. Linear regression model or frequency distribution of people vs other factors 1. Fire suppression 2. There have always been fires in California, has a history of suppression resulted in increased vegetation growth related to wildfires 0. Linear regression vegetation growth vs wild fires, heat map 1. The Santa Ana Winds 3. June-Sep: fires are inland, warmer, drier weather 3. Oct-Apr: since the 1990s Santa Ana Winds – spread 3x faster and are closer to urban areas 1. Lean on linear regression, frequency distributions, and heat maps for visualizations. Let the results shape the narrative; possibly construct multivariate regression model on above 4 factors ,OBJECTID,YEAR_,ALARM_DATE,GIS_ACRES,Date_YMD,Date_HMS 2524,23969,2000,2000-09-20 00:00:00+00:00,1834.89,9/20/2000,00:00:00+00 2525,23970,2000,2000-06-13 00:00:00+00:00,487.25314,6/13/2000,00:00:00+00 4013,25458,2001,2001-06-16 00:00:00+00:00,14.999589,6/16/2001,00:00:00+00 6024,27469,2001,2001-05-27 00:00:00+00:00,30.156652,5/27/2001,00:00:00+00 6025,27470,2001,2001-05-19 00:00:00+00:00,80.046043,5/19/2001,00:00:00+00 6196,27641,2002,2002-11-15 00:00:00+00:00,112.53871,11/15/2002,00:00:00+00 6197,27642,2002,2002-11-24 00:00:00+00:00,48.817093,11/24/2002,00:00:00+00 6198,27643,2002,2002-10-13 00:00:00+00:00,11.187119,10/13/2002,00:00:00+00 6199,27644,2002,2002-10-24 00:00:00+00:00,32.832699,10/24/2002,00:00:00+00 6200,27645,2002,2002-06-26 00:00:00+00:00,9.2877436,6/26/2002,00:00:00+00 6201,27646,2002,2002-07-30 00:00:00+00:00,47.840961,7/30/2002,00:00:00+00 6202,27647,2002,2002-04-21 00:00:00+00:00,12.511191,4/21/2002,00:00:00+00 6359,27804,2002,2002-05-13 00:00:00+00:00,1882.2498,5/13/2002,00:00:00+00 6360,27805,2002,2002-08-09 00:00:00+00:00,245.00833,8/9/2002,00:00:00+00 6483,27928,2001,2001-05-30 00:00:00+00:00,417.39761,5/30/2001,00:00:00+00 6484,27929,2001,2001-06-17 00:00:00+00:00,442.09839,6/17/2001,00:00:00+00 6485,27930,2001,2001-06-13 00:00:00+00:00,343.73032,6/13/2001,00:00:00+00 6486,27931,2001,2001-05-02 00:00:00+00:00,33.491177,5/2/2001,00:00:00+00 6487,27932,2001,2001-06-08 00:00:00+00:00,33.359413,6/8/2001,00:00:00+00 6488,27933,2001,2001-06-13 00:00:00+00:00,1670.7822,6/13/2001,00:00:00+00 6489,27934,2001,2001-06-19 00:00:00+00:00,66.669968,6/19/2001,00:00:00+00 6490,27935,2001,2001-07-05 00:00:00+00:00,302.18735,7/5/2001,00:00:00+00 6491,27936,2001,2001-07-06 00:00:00+00:00,80.421181,7/6/2001,00:00:00+00 6492,27937,2001,2001-07-07 00:00:00+00:00,10.372719,7/7/2001,00:00:00+00 6493,27938,2001,2001-07-06 00:00:00+00:00,546.54547,7/6/2001,00:00:00+00 6494,27939,2001,2001-08-24 00:00:00+00:00,15.098207,8/24/2001,00:00:00+00 7033,28478,2002,2002-08-25 00:00:00+00:00,200.15445,8/25/2002,00:00:00+00 7034,28479,2002,2002-06-15 00:00:00+00:00,233.90784,6/15/2002,00:00:00+00 7035,28480,2001,2001-06-03 00:00:00+00:00,65.259979,6/3/2001,00:00:00+00 7036,28481,2001,2001-05-31 00:00:00+00:00,53.281857,5/31/2001,00:00:00+00 7037,28482,2001,2001-07-18 00:00:00+00:00,19.248318,7/18/2001,00:00:00+00 7038,28483,2000,2000-08-04 00:00:00+00:00,8.213871,8/4/2000,00:00:00+00 7039,28484,2000,2000-07-23 00:00:00+00:00,8.0300045,7/23/2000,00:00:00+00 7040,28485,2001,2001-06-04 00:00:00+00:00,9.7975349,6/4/2001,00:00:00+00 7041,28486,2001,2001-06-05 00:00:00+00:00,17.468761,6/5/2001,00:00:00+00 7042,28487,2001,2001-06-07 00:00:00+00:00,1.2939514,6/7/2001,00:00:00+00 7043,28488,2001,2001-09-05 00:00:00+00:00,80.376114,9/5/2001,00:00:00+00 7044,28489,2001,2001-10-24 00:00:00+00:00,1692.8296,10/24/2001,00:00:00+00 7045,28490,2001,2001-05-20 00:00:00+00:00,626.87793,5/20/2001,00:00:00+00 7308,28753,2001,2001-07-04 00:00:00+00:00,10.855549,7/4/2001,00:00:00+00 7309,28754,2001,2001-07-01 00:00:00+00:00,35.027405,7/1/2001,00:00:00+00 7310,28755,2001,2001-07-31 00:00:00+00:00,525.59375,7/31/2001,00:00:00+00 7311,28756,2001,2001-08-17 00:00:00+00:00,98.698631,8/17/2001,00:00:00+00 7312,28757,2001,2001-06-23 00:00:00+00:00,687.10461,6/23/2001,00:00:00+00 7313,28758,2001,2001-07-31 00:00:00+00:00,54.857895,7/31/2001,00:00:00+00 7314,28759,2001,2001-06-21 00:00:00+00:00,7.5895505,6/21/2001,00:00:00+00 7315,28760,2001,2001-07-23 00:00:00+00:00,1.8428741,7/23/2001,00:00:00+00 7316,28761,2001,2001-05-28 00:00:00+00:00,8.1567526,5/28/2001,00:00:00+00 7317,28762,2001,2001-06-20 00:00:00+00:00,10.751569,6/20/2001,00:00:00+00 7338,28783,2001,2001-08-17 00:00:00+00:00,210.06567,8/17/2001,00:00:00+00 7341,28786,2000,2000-07-05 00:00:00+00:00,6.984602,7/5/2000,00:00:00+00 7348,28793,2000,2000-07-19 00:00:00+00:00,207.29095,7/19/2000,00:00:00+00 7999,29444,2002,2002-11-25 00:00:00+00:00,355.84567,11/25/2002,00:00:00+00 8000,29445,2000,2000-08-01 00:00:00+00:00,1527.621,8/1/2000,00:00:00+00 8001,29446,2000,2000-08-03 00:00:00+00:00,18.756413,8/3/2000,00:00:00+00 8169,29614,2000,2000-08-05 00:00:00+00:00,288.99875,8/5/2000,00:00:00+00 8170,29615,2000,2000-08-05 00:00:00+00:00,209.95258,8/5/2000,00:00:00+00 8248,29693,2000,2000-06-04 00:00:00+00:00,121.11501,6/4/2000,00:00:00+00 8249,29694,2000,2000-06-29 00:00:00+00:00,9.2711487,6/29/2000,00:00:00+00 8250,29695,2000,2000-07-16 00:00:00+00:00,25.342293,7/16/2000,00:00:00+00 8251,29696,2000,2000-08-13 00:00:00+00:00,654.40088,8/13/2000,00:00:00+00 8839,30285,2000,2000-07-07 00:00:00+00:00,168.0016,7/7/2000,00:00:00+00 8846,30292,2001,2001-07-24 00:00:00+00:00,718.28656,7/24/2001,00:00:00+00 8847,30293,2002,2002-09-15 00:00:00+00:00,22.318996,9/15/2002,00:00:00+00 8848,30294,2002,2002-09-19 00:00:00+00:00,7.479671,9/19/2002,00:00:00+00 8849,30295,2002,2002-09-14 00:00:00+00:00,2.4698436,9/14/2002,00:00:00+00 8850,30296,2002,2002-08-11 00:00:00+00:00,42.796787,8/11/2002,00:00:00+00 8851,30297,2002,2002-07-21 00:00:00+00:00,0.96798277,7/21/2002,00:00:00+00 8852,30298,2002,2002-10-01 00:00:00+00:00,379.91223,10/1/2002,00:00:00+00 8853,30299,2002,2002-03-05 00:00:00+00:00,115.96847,3/5/2002,00:00:00+00 8854,30300,2002,2002-05-09 00:00:00+00:00,32.19297,5/9/2002,00:00:00+00 8855,30301,2002,2002-07-14 00:00:00+00:00,20.080582,7/14/2002,00:00:00+00 9037,30483,2000,2000-07-20 00:00:00+00:00,39.288879,7/20/2000,00:00:00+00 9471,30917,2001,2001-07-10 00:00:00+00:00,36.434967,7/10/2001,00:00:00+00 9472,30918,2001,2001-09-30 00:00:00+00:00,28.313669,9/30/2001,00:00:00+00 10274,31720,2002,2002-07-13 00:00:00+00:00,3217.7444,7/13/2002,00:00:00+00 10275,31721,2002,2002-07-18 00:00:00+00:00,1285.4661,7/18/2002,00:00:00+00 10276,31722,2002,2002-06-09 00:00:00+00:00,2117.687,6/9/2002,00:00:00+00 10277,31723,2002,2002-05-29 00:00:00+00:00,2.0023863,5/29/2002,00:00:00+00 10278,31724,2002,2002-06-09 00:00:00+00:00,266.09302,6/9/2002,00:00:00+00 10279,31725,2002,2002-06-12 00:00:00+00:00,71.824715,6/12/2002,00:00:00+00 10280,31726,2002,2002-08-09 00:00:00+00:00,64.12989,8/9/2002,00:00:00+00 10281,31727,2002,2002-08-17 00:00:00+00:00,80.33696,8/17/2002,00:00:00+00 10282,31728,2002,2002-09-24 00:00:00+00:00,11.807693,9/24/2002,00:00:00+00 10283,31729,2002,2002-09-24 00:00:00+00:00,165.93976,9/24/2002,00:00:00+00 10284,31730,2002,2002-09-26 00:00:00+00:00,9.7375708,9/26/2002,00:00:00+00 10285,31731,2002,2002-11-25 00:00:00+00:00,635.05151,11/25/2002,00:00:00+00 10286,31732,2002,2002-11-25 00:00:00+00:00,38.962727,11/25/2002,00:00:00+00 10287,31733,2002,2002-11-25 00:00:00+00:00,52.649254,11/25/2002,00:00:00+00 10288,31734,2002,2002-11-27 00:00:00+00:00,36.196243,11/27/2002,00:00:00+00 10289,31735,2002,2002-11-27 00:00:00+00:00,11.126929,11/27/2002,00:00:00+00 10664,32110,2000,2000-07-11 00:00:00+00:00,21.137941,7/11/2000,00:00:00+00 10665,32111,2000,2000-09-06 00:00:00+00:00,77.236061,9/6/2000,00:00:00+00 10666,32112,2000,2000-08-24 00:00:00+00:00,80.027199,8/24/2000,00:00:00+00 10667,32113,2002,2002-07-01 00:00:00+00:00,17.722431,7/1/2002,00:00:00+00 10668,32114,2002,2002-07-12 00:00:00+00:00,1511.9357,7/12/2002,00:00:00+00 10669,32115,2002,2002-07-12 00:00:00+00:00,91.164078,7/12/2002,00:00:00+00 10689,32135,2002,2002-09-19 00:00:00+00:00,491.74731,9/19/2002,00:00:00+00 10690,32136,2002,2002-08-20 00:00:00+00:00,271.07614,8/20/2002,00:00:00+00 10691,32137,2002,2002-09-23 00:00:00+00:00,3007.4458,9/23/2002,00:00:00+00 10693,32139,2002,2002-07-13 00:00:00+00:00,501082.03,7/13/2002,00:00:00+00 10694,32140,2002,2002-07-28 00:00:00+00:00,843.67926,7/28/2002,00:00:00+00 10695,32141,2002,2002-09-10 00:00:00+00:00,17.351084,9/10/2002,00:00:00+00 10751,32197,2000,2000-07-21 00:00:00+00:00,1719.7562,7/21/2000,00:00:00+00 10752,32198,2000,2000-07-22 00:00:00+00:00,1116.8707,7/22/2000,00:00:00+00 10753,32199,2000,2000-07-26 00:00:00+00:00,3316.2593,7/26/2000,00:00:00+00 10754,32200,2000,2000-06-13 00:00:00+00:00,4859.8579,6/13/2000,00:00:00+00 10755,32201,2000,2000-11-02 00:00:00+00:00,3960.4841,11/2/2000,00:00:00+00 10756,32202,2000,2000-08-07 00:00:00+00:00,404.44785,8/7/2000,00:00:00+00 10764,32210,2000,2000-09-13 00:00:00+00:00,788.86749,9/13/2000,00:00:00+00 10765,32211,2000,2000-08-04 00:00:00+00:00,121.43204,8/4/2000,00:00:00+00 10769,32215,2002,2002-06-07 00:00:00+00:00,1.3171387,6/7/2002,00:00:00+00 10770,32216,2002,2002-06-15 00:00:00+00:00,7503.2148,6/15/2002,00:00:00+00 10771,32217,2002,2002-06-26 00:00:00+00:00,0.073494576,6/26/2002,00:00:00+00 10772,32218,2002,2002-07-08 00:00:00+00:00,137.10887,7/8/2002,00:00:00+00 10773,32219,2002,2002-08-28 00:00:00+00:00,0.053727694,8/28/2002,00:00:00+00 10856,32302,2001,2001-07-29 00:00:00+00:00,415.97763,7/29/2001,00:00:00+00 10857,32303,2001,2001-08-08 00:00:00+00:00,626.63226,8/8/2001,00:00:00+00 10858,32304,2001,2001-08-28 00:00:00+00:00,1694.3589,8/28/2001,00:00:00+00 10859,32305,2001,2001-06-19 00:00:00+00:00,69.876266,6/19/2001,00:00:00+00 10860,32306,2001,2001-07-05 00:00:00+00:00,96.652458,7/5/2001,00:00:00+00 10861,32307,2001,2001-05-20 00:00:00+00:00,391.50613,5/20/2001,00:00:00+00 10862,32308,2001,2001-07-25 00:00:00+00:00,992.15607,7/25/2001,00:00:00+00 10863,32309,2001,2001-05-27 00:00:00+00:00,4253.8911,5/27/2001,00:00:00+00 10865,32311,2001,2001-06-13 00:00:00+00:00,325.99182,6/13/2001,00:00:00+00 10866,32312,2001,2001-06-29 00:00:00+00:00,604.48657,6/29/2001,00:00:00+00 10867,32313,2001,2001-06-04 00:00:00+00:00,521.06726,6/4/2001,00:00:00+00 10868,32314,2001,2001-07-03 00:00:00+00:00,772.71906,7/3/2001,00:00:00+00 10869,32315,2001,2001-08-18 00:00:00+00:00,11095.119,8/18/2001,00:00:00+00 10870,32316,2001,2001-08-19 00:00:00+00:00,5188.4404,8/19/2001,00:00:00+00 10871,32317,2002,2002-11-25 00:00:00+00:00,36.498173,11/25/2002,00:00:00+00 10892,32338,2001,2001-05-02 00:00:00+00:00,437.36151,5/2/2001,00:00:00+00 10908,32354,2001,2001-08-27 00:00:00+00:00,26.386658,8/27/2001,00:00:00+00 10912,32358,2002,2002-07-12 00:00:00+00:00,292.06372,7/12/2002,00:00:00+00 10913,32359,2002,2002-08-14 00:00:00+00:00,134.36798,8/14/2002,00:00:00+00 10938,32384,2002,2002-06-15 00:00:00+00:00,26684.135,6/15/2002,00:00:00+00 10939,32385,2002,2002-07-10 00:00:00+00:00,7.9825931,7/10/2002,00:00:00+00 10940,32386,2002,2002-05-11 00:00:00+00:00,4285.1099,5/11/2002,00:00:00+00 10941,32387,2002,2002-06-26 00:00:00+00:00,21.763212,6/26/2002,00:00:00+00 10942,32388,2002,2002-08-12 00:00:00+00:00,27.706051,8/12/2002,00:00:00+00 10943,32389,2002,2002-03-31 00:00:00+00:00,193.1655,3/31/2002,00:00:00+00 10944,32390,2002,2002-01-23 00:00:00+00:00,74.325569,1/23/2002,00:00:00+00 10945,32391,2002,2002-02-09 00:00:00+00:00,23.200613,2/9/2002,00:00:00+00 10946,32392,2002,2002-07-13 00:00:00+00:00,1155.7778,7/13/2002,00:00:00+00 10947,32393,2002,2002-06-19 00:00:00+00:00,1557.8717,6/19/2002,00:00:00+00 10948,32394,2002,2002-08-24 00:00:00+00:00,738.55817,8/24/2002,00:00:00+00 10949,32395,2002,2002-07-04 00:00:00+00:00,26.43615,7/4/2002,00:00:00+00 11006,32452,2001,2001-08-27 00:00:00+00:00,1788.64,8/27/2001,00:00:00+00 11007,32453,2001,2001-10-12 00:00:00+00:00,6401.8677,10/12/2001,00:00:00+00 11008,32454,2001,2001-08-03 00:00:00+00:00,490.82309,8/3/2001,00:00:00+00 11030,32476,2001,2001-06-14 00:00:00+00:00,281.5603,6/14/2001,00:00:00+00 11031,32477,2001,2001-08-13 00:00:00+00:00,38.443199,8/13/2001,00:00:00+00 11032,32478,2001,2001-08-28 00:00:00+00:00,4.6437421,8/28/2001,00:00:00+00 11033,32479,2001,2001-10-05 00:00:00+00:00,58.54866,10/5/2001,00:00:00+00 11034,32480,2001,2001-09-05 00:00:00+00:00,96.262535,9/5/2001,00:00:00+00 11035,32481,2001,2001-05-30 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00:00:00+00:00,24.935143,6/20/2003,00:00:00+00 11236,32682,2001,2001-09-09 00:00:00+00:00,25.5823,9/9/2001,00:00:00+00 11237,32683,2001,2001-09-15 00:00:00+00:00,6.1207442,9/15/2001,00:00:00+00 11251,32697,2000,2000-06-29 00:00:00+00:00,186.65352,6/29/2000,00:00:00+00 11252,32698,2000,2000-08-01 00:00:00+00:00,40.267288,8/1/2000,00:00:00+00 11253,32699,2000,2000-06-28 00:00:00+00:00,117.27009,6/28/2000,00:00:00+00 11255,32701,2000,2000-05-28 00:00:00+00:00,29.635582,5/28/2000,00:00:00+00 11262,32708,2000,2000-08-13 00:00:00+00:00,6.5769763,8/13/2000,00:00:00+00 11263,32709,2000,2000-08-13 00:00:00+00:00,0.48070666,8/13/2000,00:00:00+00 11278,32724,2000,2000-08-13 00:00:00+00:00,47.788372,8/13/2000,00:00:00+00 11279,32725,2000,2000-08-26 00:00:00+00:00,67.504112,8/26/2000,00:00:00+00 11322,32768,2000,2000-08-16 00:00:00+00:00,95.812363,8/16/2000,00:00:00+00 11539,32985,2001,2001-09-05 00:00:00+00:00,14280.478,9/5/2001,00:00:00+00 11540,32986,2001,2001-10-27 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