From df80bcfc291bd559af76b5f26cf54d36cad73a90 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Wed, 7 Feb 2024 15:44:15 +0000
Subject: [PATCH 1/5] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 datasets.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/datasets.py b/datasets.py
index 51448bbd..03bf9942 100644
--- a/datasets.py
+++ b/datasets.py
@@ -478,8 +478,8 @@ def load_labels(self) -> pd.DataFrame:
         df[START], df[END] = date(2021, 1, 1), date(2022, 12, 31)
         df[SUBSET] = train_val_test_split(df.index, 0.3, 0.3)
         return df
-    
-    
+
+
 datasets: List[LabeledDataset] = [
     CustomLabeledDataset(
         dataset="geowiki_landcover_2017",

From 0c080d9befa0e7182ede79876479f534b772cbc5 Mon Sep 17 00:00:00 2001
From: Dataset bot <dataset-bot@users.noreply.github.com>
Date: Wed, 7 Feb 2024 15:58:01 +0000
Subject: [PATCH 2/5] Automated dataset updates

---
 data/datasets.dvc | 6 +++---
 data/report.txt   | 9 +++++++++
 2 files changed, 12 insertions(+), 3 deletions(-)

diff --git a/data/datasets.dvc b/data/datasets.dvc
index 95f44e6e..366bb759 100644
--- a/data/datasets.dvc
+++ b/data/datasets.dvc
@@ -1,6 +1,6 @@
 outs:
-- md5: 63c6f22459e60941aa459671fbff891b.dir
-  size: 671350235
-  nfiles: 48
+- md5: a0bf4b3bd26b59a4dbc298bd533c54dc.dir
+  size: 671489964
+  nfiles: 49
   path: datasets
   hash: md5
diff --git a/data/report.txt b/data/report.txt
index 35af2f70..e8c48b98 100644
--- a/data/report.txt
+++ b/data/report.txt
@@ -422,3 +422,12 @@ eo_data_complete    1000
 ✔ training amount: 387, positive class: 20.9%
 ✔ validation amount: 294, positive class: 23.1%
 ✔ testing amount: 319, positive class: 17.6%
+
+
+
+Uganda_NorthCEO2021 (Timesteps: 24)
+----------------------------------------------------------------------------
+eo_data_exporting    1000
+✖ training: 387 labels, but 0 features
+✖ validation: 294 labels, but 0 features
+✖ testing: 319 labels, but 0 features

From 3799a5170754e8f3ec9114b8c6872bc5ed55a02d Mon Sep 17 00:00:00 2001
From: Dataset bot <dataset-bot@users.noreply.github.com>
Date: Wed, 7 Feb 2024 16:50:52 +0000
Subject: [PATCH 3/5] Automated dataset updates

---
 data/datasets.dvc | 4 ++--
 data/report.txt   | 9 +++++----
 2 files changed, 7 insertions(+), 6 deletions(-)

diff --git a/data/datasets.dvc b/data/datasets.dvc
index 366bb759..744a7d86 100644
--- a/data/datasets.dvc
+++ b/data/datasets.dvc
@@ -1,6 +1,6 @@
 outs:
-- md5: a0bf4b3bd26b59a4dbc298bd533c54dc.dir
-  size: 671489964
+- md5: 1ca5c9fd221daaaf86d79216dc19bc7e.dir
+  size: 672729077
   nfiles: 49
   path: datasets
   hash: md5
diff --git a/data/report.txt b/data/report.txt
index e8c48b98..137a8852 100644
--- a/data/report.txt
+++ b/data/report.txt
@@ -427,7 +427,8 @@ eo_data_complete    1000
 
 Uganda_NorthCEO2021 (Timesteps: 24)
 ----------------------------------------------------------------------------
-eo_data_exporting    1000
-✖ training: 387 labels, but 0 features
-✖ validation: 294 labels, but 0 features
-✖ testing: 319 labels, but 0 features
+eo_data_exporting    767
+eo_data_complete     233
+✖ training: 387 labels, but 93 features
+✖ validation: 294 labels, but 63 features
+✖ testing: 319 labels, but 77 features

From 6b5e50b551675ad9b923127d5084a92130845e4f Mon Sep 17 00:00:00 2001
From: Dataset bot <dataset-bot@users.noreply.github.com>
Date: Wed, 7 Feb 2024 21:16:02 +0000
Subject: [PATCH 4/5] Automated dataset updates

---
 data/datasets.dvc |  4 ++--
 data/report.txt   | 10 +++++-----
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/data/datasets.dvc b/data/datasets.dvc
index 744a7d86..c6ed7728 100644
--- a/data/datasets.dvc
+++ b/data/datasets.dvc
@@ -1,6 +1,6 @@
 outs:
-- md5: 1ca5c9fd221daaaf86d79216dc19bc7e.dir
-  size: 672729077
+- md5: ea7116dd8f05abfd244c684e29214232.dir
+  size: 675914858
   nfiles: 49
   path: datasets
   hash: md5
diff --git a/data/report.txt b/data/report.txt
index 137a8852..10ee5dc2 100644
--- a/data/report.txt
+++ b/data/report.txt
@@ -427,8 +427,8 @@ eo_data_complete    1000
 
 Uganda_NorthCEO2021 (Timesteps: 24)
 ----------------------------------------------------------------------------
-eo_data_exporting    767
-eo_data_complete     233
-✖ training: 387 labels, but 93 features
-✖ validation: 294 labels, but 63 features
-✖ testing: 319 labels, but 77 features
+eo_data_complete     832
+eo_data_exporting    168
+✖ training: 387 labels, but 333 features
+✖ validation: 294 labels, but 246 features
+✖ testing: 319 labels, but 253 features

From 6d6dbd1a0e983f74005425a314acad6883b35c15 Mon Sep 17 00:00:00 2001
From: Dataset bot <dataset-bot@users.noreply.github.com>
Date: Thu, 8 Feb 2024 15:02:43 +0000
Subject: [PATCH 5/5] Automated dataset updates

---
 data/datasets.dvc | 4 ++--
 data/report.txt   | 9 ++++-----
 2 files changed, 6 insertions(+), 7 deletions(-)

diff --git a/data/datasets.dvc b/data/datasets.dvc
index c6ed7728..eb28f111 100644
--- a/data/datasets.dvc
+++ b/data/datasets.dvc
@@ -1,6 +1,6 @@
 outs:
-- md5: ea7116dd8f05abfd244c684e29214232.dir
-  size: 675914858
+- md5: b7c381babff36cca1ef539c77e677de4.dir
+  size: 676810981
   nfiles: 49
   path: datasets
   hash: md5
diff --git a/data/report.txt b/data/report.txt
index 10ee5dc2..96e4c127 100644
--- a/data/report.txt
+++ b/data/report.txt
@@ -427,8 +427,7 @@ eo_data_complete    1000
 
 Uganda_NorthCEO2021 (Timesteps: 24)
 ----------------------------------------------------------------------------
-eo_data_complete     832
-eo_data_exporting    168
-✖ training: 387 labels, but 333 features
-✖ validation: 294 labels, but 246 features
-✖ testing: 319 labels, but 253 features
+eo_data_complete    1000
+✔ training amount: 387, positive class: 16.0%
+✔ validation amount: 294, positive class: 14.3%
+✔ testing amount: 319, positive class: 17.9%