diff --git a/Graphs/Confusion.png b/Graphs/Confusion.png
index a36c312..1c01c42 100644
Binary files a/Graphs/Confusion.png and b/Graphs/Confusion.png differ
diff --git a/Graphs/Consumption_after_outlier_removal.png b/Graphs/Consumption_after_outlier_removal.png
index 2b14533..6f5800a 100644
Binary files a/Graphs/Consumption_after_outlier_removal.png and b/Graphs/Consumption_after_outlier_removal.png differ
diff --git a/Graphs/Heatmap_zones.png b/Graphs/Heatmap_zones.png
index 5862146..812abaa 100644
Binary files a/Graphs/Heatmap_zones.png and b/Graphs/Heatmap_zones.png differ
diff --git a/Graphs/cyclical_encoding.png b/Graphs/cyclical_encoding.png
index 16e5e75..0cbd3af 100644
Binary files a/Graphs/cyclical_encoding.png and b/Graphs/cyclical_encoding.png differ
diff --git a/Graphs/mean_iqr.png b/Graphs/mean_iqr.png
index 56424cc..1ed4c1a 100644
Binary files a/Graphs/mean_iqr.png and b/Graphs/mean_iqr.png differ
diff --git a/Graphs/synthetic_data.png b/Graphs/synthetic_data.png
index 970c9a8..fb09369 100644
Binary files a/Graphs/synthetic_data.png and b/Graphs/synthetic_data.png differ
diff --git a/Graphs/timeseries.png b/Graphs/timeseries.png
index 9f14aaa..1ae6879 100644
Binary files a/Graphs/timeseries.png and b/Graphs/timeseries.png differ
diff --git a/Graphs/unique_consumers_distribution.png b/Graphs/unique_consumers_distribution.png
index e3d5fab..b949394 100644
Binary files a/Graphs/unique_consumers_distribution.png and b/Graphs/unique_consumers_distribution.png differ
diff --git a/Graphs/violinplot_after_outlier_removal.png b/Graphs/violinplot_after_outlier_removal.png
index d65c82b..cfdd87c 100644
Binary files a/Graphs/violinplot_after_outlier_removal.png and b/Graphs/violinplot_after_outlier_removal.png differ
diff --git a/Graphs/zero_byMonthConsumer.png b/Graphs/zero_byMonthConsumer.png
index 31640df..ea342d4 100644
Binary files a/Graphs/zero_byMonthConsumer.png and b/Graphs/zero_byMonthConsumer.png differ
diff --git a/Graphs/zero_byYearMonthConsumer.png b/Graphs/zero_byYearMonthConsumer.png
index ae98c1a..64c3b35 100644
Binary files a/Graphs/zero_byYearMonthConsumer.png and b/Graphs/zero_byYearMonthConsumer.png differ