diff --git a/output-data/cloud_cover_in_ukraine_by_day_with_forecast_for_recent_days.csv b/output-data/cloud_cover_in_ukraine_by_day_with_forecast_for_recent_days.csv
index fb550c49e..abf9baae6 100644
--- a/output-data/cloud_cover_in_ukraine_by_day_with_forecast_for_recent_days.csv
+++ b/output-data/cloud_cover_in_ukraine_by_day_with_forecast_for_recent_days.csv
@@ -1056,4 +1056,5 @@ NA,NA,NA
 2024-11-19,0.5854772727272727,0.4872559523809524
 2024-11-20,0.8979015151515152,0.8823869047619047
 2024-11-21,0.8505719696969697,0.9203035714285714
-2024-11-22,0.8661325757575757,0.8237797619047619
+2024-11-22,0.8670265151515152,0.8234464285714286
+2024-11-23,0.8822196969696969,0.9570357142857143
diff --git a/output-data/dates_of_successfully_acquired_fire_data.csv b/output-data/dates_of_successfully_acquired_fire_data.csv
index c5c39c83b..301a2b828 100644
--- a/output-data/dates_of_successfully_acquired_fire_data.csv
+++ b/output-data/dates_of_successfully_acquired_fire_data.csv
@@ -1,4 +1,5 @@
 dates
+20050
 20049
 20048
 20047
diff --git a/output-data/dates_of_successfully_acquired_fire_data_RU.csv b/output-data/dates_of_successfully_acquired_fire_data_RU.csv
index a2674c9a8..f0d6fea0d 100644
--- a/output-data/dates_of_successfully_acquired_fire_data_RU.csv
+++ b/output-data/dates_of_successfully_acquired_fire_data_RU.csv
@@ -1,4 +1,5 @@
 dates
+20050
 20049
 20048
 20047
diff --git a/output-data/firms_update_RU.csv b/output-data/firms_update_RU.csv
index 1fe83961c..4c059b8dd 100644
--- a/output-data/firms_update_RU.csv
+++ b/output-data/firms_update_RU.csv
@@ -1,28 +1,4 @@
 country_id,latitude,longitude,scan,track,acq_date,acq_time,satellite,instrument,confidence,version,frp,daynight
-RUS,44.12627,42.01274,0.37,0.58,2024-11-13,2,N,VIIRS,n,2.0NRT,1.24,N
-RUS,46.10102,39.3675,0.49,0.49,2024-11-13,2,N,VIIRS,n,2.0NRT,2.59,N
-RUS,44.10106,41.7266,0.45,0.39,2024-11-13,945,N,VIIRS,n,2.0NRT,7.83,D
-RUS,44.12107,41.94801,0.45,0.39,2024-11-13,945,N,VIIRS,n,2.0NRT,11.8,D
-RUS,44.1221,41.95341,0.45,0.39,2024-11-13,945,N,VIIRS,n,2.0NRT,11.8,D
-RUS,44.12313,41.9588,0.45,0.39,2024-11-13,945,N,VIIRS,n,2.0NRT,7.87,D
-RUS,44.12455,41.94677,0.45,0.39,2024-11-13,945,N,VIIRS,n,2.0NRT,11.8,D
-RUS,44.1256,41.9522,0.45,0.39,2024-11-13,945,N,VIIRS,n,2.0NRT,11.8,D
-RUS,44.12907,41.95096,0.45,0.39,2024-11-13,945,N,VIIRS,n,2.0NRT,7.92,D
-RUS,44.13358,41.9551,0.45,0.39,2024-11-13,945,N,VIIRS,h,2.0NRT,17.89,D
-RUS,44.29036,41.96411,0.44,0.39,2024-11-13,947,N,VIIRS,n,2.0NRT,10.32,D
-RUS,44.29136,41.96939,0.44,0.39,2024-11-13,947,N,VIIRS,n,2.0NRT,10.55,D
-RUS,44.29383,41.96282,0.44,0.39,2024-11-13,947,N,VIIRS,n,2.0NRT,5.68,D
-RUS,44.29483,41.96811,0.44,0.39,2024-11-13,947,N,VIIRS,n,2.0NRT,13.47,D
-RUS,44.29829,41.96682,0.44,0.39,2024-11-13,947,N,VIIRS,n,2.0NRT,13.47,D
-RUS,44.31399,41.9584,0.44,0.39,2024-11-13,947,N,VIIRS,n,2.0NRT,82.21,D
-RUS,44.31461,41.95496,0.44,0.39,2024-11-13,947,N,VIIRS,h,2.0NRT,66.52,D
-RUS,44.31561,41.9603,0.44,0.39,2024-11-13,947,N,VIIRS,n,2.0NRT,34.65,D
-RUS,44.31745,41.95709,0.44,0.39,2024-11-13,947,N,VIIRS,n,2.0NRT,82.21,D
-RUS,44.31807,41.95363,0.44,0.39,2024-11-13,947,N,VIIRS,n,2.0NRT,66.52,D
-RUS,44.6004,40.98574,0.47,0.4,2024-11-13,947,N,VIIRS,n,2.0NRT,2.61,D
-RUS,44.79314,41.26746,0.46,0.39,2024-11-13,947,N,VIIRS,n,2.0NRT,5.46,D
-RUS,46.24104,39.81192,0.49,0.4,2024-11-13,947,N,VIIRS,n,2.0NRT,4.42,D
-RUS,44.73468,37.81073,0.45,0.39,2024-11-13,2343,N,VIIRS,n,2.0NRT,1.1,N
 RUS,43.83139,43.08043,0.42,0.45,2024-11-14,928,N,VIIRS,n,2.0NRT,7.88,D
 RUS,43.83247,43.08523,0.41,0.45,2024-11-14,928,N,VIIRS,l,2.0NRT,7.88,D
 RUS,43.83358,43.0901,0.41,0.45,2024-11-14,928,N,VIIRS,n,2.0NRT,6.4,D
@@ -254,19 +230,23 @@ RUS,46.79763,41.19644,0.46,0.47,2024-11-21,1038,N,VIIRS,n,2.0NRT,7.72,D
 RUS,47.04659,41.28664,0.47,0.48,2024-11-21,1038,N,VIIRS,n,2.0NRT,11.83,D
 RUS,47.05102,41.28595,0.47,0.48,2024-11-21,1038,N,VIIRS,n,2.0NRT,11.83,D
 RUS,47.70079,41.37256,0.48,0.48,2024-11-21,1038,N,VIIRS,n,2.0NRT,2.9,D
-RUS,44.4058,41.83913,1.07,1.03,2024-11-13,1051,Aqua,MODIS,44,6.1NRT,5.76,D
-RUS,44.40797,41.85203,1.07,1.03,2024-11-13,1051,Aqua,MODIS,63,6.1NRT,9.15,D
-RUS,44.47952,41.78151,1.07,1.03,2024-11-13,1051,Aqua,MODIS,24,6.1NRT,11.37,D
-RUS,44.4817,41.79444,1.07,1.03,2024-11-13,1051,Aqua,MODIS,85,6.1NRT,27.56,D
-RUS,44.48847,41.77854,1.07,1.03,2024-11-13,1051,Aqua,MODIS,67,6.1NRT,10.48,D
-RUS,44.49065,41.79148,1.07,1.03,2024-11-13,1051,Aqua,MODIS,81,6.1NRT,23.38,D
-RUS,46.27705,40.35113,1.12,1.06,2024-11-13,1053,Aqua,MODIS,68,6.1NRT,13.16,D
-RUS,46.28617,40.34778,1.12,1.06,2024-11-13,1053,Aqua,MODIS,52,6.1NRT,7.82,D
-RUS,46.34801,40.55657,1.11,1.05,2024-11-13,1053,Aqua,MODIS,64,6.1NRT,11.09,D
-RUS,46.41608,40.56096,1.1,1.05,2024-11-13,1053,Aqua,MODIS,57,6.1NRT,9.03,D
-RUS,46.42227,40.55178,1.1,1.05,2024-11-13,1053,Aqua,MODIS,53,6.1NRT,8.84,D
-RUS,46.48483,40.37607,1.12,1.05,2024-11-13,1053,Aqua,MODIS,60,6.1NRT,13.46,D
-RUS,46.48727,40.38998,1.11,1.05,2024-11-13,1053,Aqua,MODIS,80,6.1NRT,33.46,D
+RUS,52.53897,39.62914,0.52,0.67,2024-11-22,841,N,VIIRS,n,2.0NRT,8.01,D
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+RUS,52.54931,39.63771,0.52,0.67,2024-11-22,841,N,VIIRS,n,2.0NRT,8.73,D
+RUS,45.2322,39.2935,0.4,0.37,2024-11-22,1019,N,VIIRS,n,2.0NRT,3.71,D
+RUS,45.23289,39.29852,0.4,0.37,2024-11-22,1019,N,VIIRS,n,2.0NRT,3.07,D
+RUS,45.94074,40.02433,0.41,0.37,2024-11-22,1019,N,VIIRS,n,2.0NRT,3.13,D
+RUS,45.94143,40.02965,0.41,0.37,2024-11-22,1019,N,VIIRS,n,2.0NRT,4.3,D
+RUS,45.94485,40.02876,0.41,0.37,2024-11-22,1019,N,VIIRS,n,2.0NRT,4.3,D
+RUS,46.23489,40.7012,0.43,0.38,2024-11-22,1019,N,VIIRS,n,2.0NRT,1.62,D
+RUS,46.28406,39.85677,0.41,0.37,2024-11-22,1019,N,VIIRS,n,2.0NRT,9.88,D
+RUS,46.28746,39.85585,0.41,0.37,2024-11-22,1019,N,VIIRS,n,2.0NRT,8.97,D
+RUS,46.29087,39.85493,0.41,0.37,2024-11-22,1019,N,VIIRS,n,2.0NRT,8.97,D
+RUS,46.84336,40.27276,0.42,0.38,2024-11-22,1019,N,VIIRS,n,2.0NRT,4.01,D
+RUS,52.49838,39.58395,0.46,0.39,2024-11-22,1019,N,VIIRS,n,2.0NRT,4.52,D
+RUS,52.54879,39.56915,0.46,0.39,2024-11-22,1019,N,VIIRS,n,2.0NRT,4.87,D
+RUS,44.12656,42.00746,0.49,0.48,2024-11-22,2233,N,VIIRS,n,2.0NRT,2.27,N
+RUS,44.82721,37.42488,0.42,0.61,2024-11-22,2233,N,VIIRS,n,2.0NRT,0.45,N
 RUS,49.63584,41.30954,1.13,1.06,2024-11-18,718,Terra,MODIS,62,6.1NRT,14.71,D
 RUS,45.21507,37.43529,1.48,1.2,2024-11-18,1055,Aqua,MODIS,65,6.1NRT,17.04,D
 RUS,45.26886,38.3032,1.34,1.15,2024-11-18,1055,Aqua,MODIS,51,6.1NRT,9.95,D
@@ -295,38 +275,7 @@ RUS,49.08802,40.7009,1.04,1.02,2024-11-21,739,Terra,MODIS,31,6.1NRT,7.87,D
 RUS,46.44934,39.35244,1.04,1.02,2024-11-21,1117,Aqua,MODIS,64,6.1NRT,8.72,D
 RUS,46.99524,40.6125,1.14,1.06,2024-11-21,1117,Aqua,MODIS,78,6.1NRT,21.54,D
 RUS,47.2245,41.08287,1.19,1.09,2024-11-21,1117,Aqua,MODIS,60,6.1NRT,11.54,D
-RUS,44.12814,42.006,0.74,0.76,2024-11-13,26,N20,VIIRS,n,2.0NRT,2.33,N
-RUS,44.1282,42.0057,0.74,0.76,2024-11-13,26,N20,VIIRS,n,2.0NRT,2.02,N
-RUS,44.03494,41.84027,0.41,0.37,2024-11-13,1013,N20,VIIRS,n,2.0NRT,2.06,D
-RUS,44.10015,41.72311,0.4,0.37,2024-11-13,1013,N20,VIIRS,n,2.0NRT,2.85,D
-RUS,44.10352,41.72226,0.4,0.37,2024-11-13,1013,N20,VIIRS,n,2.0NRT,23.97,D
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-RUS,44.12413,41.95749,0.41,0.37,2024-11-13,1013,N20,VIIRS,n,2.0NRT,4.45,D
-RUS,44.13021,41.95065,0.41,0.37,2024-11-13,1013,N20,VIIRS,n,2.0NRT,6.31,D
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+RUS,46.28923,39.85394,1.09,1.04,2024-11-23,720,Terra,MODIS,91,6.1NRT,49.43,D
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 RUS,43.82964,43.09165,0.39,0.36,2024-11-14,951,N20,VIIRS,n,2.0NRT,8,D
@@ -529,6 +478,80 @@ RUS,44.7349,37.81479,0.67,0.73,2024-11-22,902,N20,VIIRS,n,2.0NRT,5.47,D
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 RUS,52.49742,39.58401,0.62,0.54,2024-11-22,904,N20,VIIRS,n,2.0NRT,5.16,D
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diff --git a/output-data/strikes_by_location_and_day.csv b/output-data/strikes_by_location_and_day.csv
index 971242496..d34968a8d 100644
--- a/output-data/strikes_by_location_and_day.csv
+++ b/output-data/strikes_by_location_and_day.csv
@@ -1,7 +1,8 @@
 date,cloud_cover_in_country,cloud_cover_in_east_of_country,fires_per_day,war_fires_per_day,fires_per_day_in_ukraine_held_area,war_fires_per_day_in_ukraine_held_area,fires_per_day_in_russia_held_area,war_fires_per_day_in_russia_held_area,fires_per_day_non_cloud_days_7dma,fires_per_day_7dma,war_fires_per_day_non_cloud_days_7dma,war_fires_per_day_7dma,fires_per_day_in_ukraine_held_area_non_cloud_days_7dma,fires_per_day_in_ukraine_held_area_7dma,war_fires_per_day_in_ukraine_held_area_non_cloud_days_7dma,war_fires_per_day_in_ukraine_held_area_7dma,fires_per_day_in_russia_held_area_non_cloud_days_7dma,fires_per_day_in_russia_held_area_7dma,war_fires_per_day_in_russia_held_area_non_cloud_days_7dma,war_fires_per_day_in_russia_held_area_7dma
-2024-11-22,0.866,0.824,9,4,9,4,0,0,58,28.6,24,11.4,39,20,14,7.2,19,8.6,10,4.2
-2024-11-21,0.851,0.92,8,4,8,4,0,0,58,31,24,11.5,39,22.5,14,6.666666666666667,19,8.5,10,4.833333333333333
-2024-11-20,0.898,0.882,10,1,5,0,5,1,70,40,21,12,44,27,12.333333333333334,7,26,13,8.666666666666666,5
+2024-11-23,0.882,0.957,0,0,0,0,0,0,0,5.4,0,1.8,0,4.4,0,1.6,0,1,0,0.2
+2024-11-22,0.867,0.823,9,4,9,4,0,0,58,23.833333333333332,24,9.5,39,16.666666666666668,14,6,19,7.166666666666667,10,3.5
+2024-11-21,0.851,0.92,8,4,8,4,0,0,58,26.571428571428573,24,9.857142857142858,39,19.285714285714285,14,5.714285714285714,19,7.285714285714286,10,4.142857142857143
+2024-11-20,0.898,0.882,10,1,5,0,5,1,105,40,31.5,12,66,27,18.5,7,39,13,13,5
 2024-11-19,0.585,0.487,116,48,78,28,38,20,105,43.714285714285715,31.5,12,66,28.285714285714285,18.5,7,39,15.428571428571429,13,5
 2024-11-18,0.671,0.652,43,12,35,4,8,8,105,44.42857142857143,31.5,11.428571428571429,66,27.428571428571427,18.5,6.428571428571429,39,17,13,5
 2024-11-17,0.442,0.471,94,15,54,9,40,6,105,43.42857142857143,31.5,10.857142857142858,66,26.428571428571427,18.5,5.857142857142857,39,17,13,5
diff --git a/plots/attacks_per_day_by_location_of_strike.png b/plots/attacks_per_day_by_location_of_strike.png
index 94cae5fe0..43ef60110 100644
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diff --git a/plots/cloud_cover_by_day.png b/plots/cloud_cover_by_day.png
index 392a7c458..5296af807 100644
Binary files a/plots/cloud_cover_by_day.png and b/plots/cloud_cover_by_day.png differ
diff --git a/plots/live_ukraine_fire_map_last_month.png b/plots/live_ukraine_fire_map_last_month.png
index 1828e6e1b..a7c5ade78 100644
Binary files a/plots/live_ukraine_fire_map_last_month.png and b/plots/live_ukraine_fire_map_last_month.png differ
diff --git a/plots/live_ukraine_fire_map_last_week.png b/plots/live_ukraine_fire_map_last_week.png
index 61a4388c5..eeaf4db5d 100644
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diff --git a/plots/live_ukraine_fire_map_spotlight_1.png b/plots/live_ukraine_fire_map_spotlight_1.png
index d74dfc4e7..e2297e8e0 100644
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diff --git a/plots/live_ukraine_fire_map_spotlight_2.png b/plots/live_ukraine_fire_map_spotlight_2.png
index de827d4b6..18fb35afa 100644
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diff --git a/plots/live_ukraine_fire_map_spotlight_3.png b/plots/live_ukraine_fire_map_spotlight_3.png
index 4c36251f8..8f18135be 100644
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diff --git a/plots/live_ukraine_fire_map_spotlight_4.png b/plots/live_ukraine_fire_map_spotlight_4.png
index 368fa8cbf..4fa633c39 100644
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diff --git a/plots/live_ukraine_fire_map_spotlight_4_by_day.png b/plots/live_ukraine_fire_map_spotlight_4_by_day.png
index 6e6e397cf..eafb8bc4d 100644
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diff --git a/plots/live_ukraine_fire_map_spotlight_4_by_week.png b/plots/live_ukraine_fire_map_spotlight_4_by_week.png
index 4cc3e7d0a..e81e6774f 100644
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