diff --git a/.ipynb_checkpoints/data_analysis_functions-checkpoint.py b/.ipynb_checkpoints/data_analysis_functions-checkpoint.py
index 5de8242..c639583 100644
--- a/.ipynb_checkpoints/data_analysis_functions-checkpoint.py
+++ b/.ipynb_checkpoints/data_analysis_functions-checkpoint.py
@@ -7,6 +7,7 @@ import branca
from IPython.display import display
from scipy.spatial import cKDTree
from geopy.distance import geodesic
+import numpy as np
def plot_univariate_variable_analysis(
@@ -213,4 +214,37 @@ def plot_univariate_variable_analysis(
plt.title(f"{variable_name} Distribution (Boxplot)")
plt.ylabel(variable_name)
plt.show()
-
+
+def compute_distances(df, tree_index):
+ """
+ Computes distances between a specific tree and all other trees in the DataFrame.
+
+ Args:
+ df: DataFrame containing tree data with 'geo_point_2d_a' (longitude) and 'geo_point_2d_b' (latitude) columns.
+ tree_index: Index of the specific tree in the DataFrame.
+
+ Returns:
+ A pandas Series containing distances to all other trees from the specified tree.
+ Returns None if the tree_index is out of range or if necessary columns are missing.
+ """
+
+ # Safety checks
+ if not all(col in df.columns for col in ['geo_point_2d_a', 'geo_point_2d_b']):
+ print("Error: 'geo_point_2d_a' or 'geo_point_2d_b' columns not found in DataFrame.")
+ return None
+
+ if tree_index not in df.index:
+ print(f"Error: tree_index {tree_index} is out of range.")
+ return None
+
+ # Get coordinates of the chosen tree
+ tree_coords = (df.loc[tree_index, 'geo_point_2d_a'], df.loc[tree_index, 'geo_point_2d_b'])
+
+ # Calculate distances to all other trees
+ distances = []
+ for index, row in df.iterrows():
+ other_tree_coords = (row['geo_point_2d_a'], row['geo_point_2d_b']) # Assuming latitude, longitude order
+ distance = geodesic(tree_coords, other_tree_coords).meters
+ distances.append(distance)
+
+ return pd.Series(distances, index=df.index) # Use original index
diff --git a/Paris_trees_analysis.ipynb b/Paris_trees_analysis.ipynb
index bdd5a68..07d020f 100644
--- a/Paris_trees_analysis.ipynb
+++ b/Paris_trees_analysis.ipynb
@@ -3342,7 +3342,9 @@
"cell_type": "code",
"execution_count": 83,
"id": "c1d63cdf-8e99-4f05-87cf-f3a06b0af3dc",
- "metadata": {},
+ "metadata": {
+ "scrolled": true
+ },
"outputs": [
{
"data": {
diff --git a/data_analysis_functions.py b/data_analysis_functions.py
index 5de8242..c639583 100644
--- a/data_analysis_functions.py
+++ b/data_analysis_functions.py
@@ -7,6 +7,7 @@ import branca
from IPython.display import display
from scipy.spatial import cKDTree
from geopy.distance import geodesic
+import numpy as np
def plot_univariate_variable_analysis(
@@ -213,4 +214,37 @@ def plot_univariate_variable_analysis(
plt.title(f"{variable_name} Distribution (Boxplot)")
plt.ylabel(variable_name)
plt.show()
-
+
+def compute_distances(df, tree_index):
+ """
+ Computes distances between a specific tree and all other trees in the DataFrame.
+
+ Args:
+ df: DataFrame containing tree data with 'geo_point_2d_a' (longitude) and 'geo_point_2d_b' (latitude) columns.
+ tree_index: Index of the specific tree in the DataFrame.
+
+ Returns:
+ A pandas Series containing distances to all other trees from the specified tree.
+ Returns None if the tree_index is out of range or if necessary columns are missing.
+ """
+
+ # Safety checks
+ if not all(col in df.columns for col in ['geo_point_2d_a', 'geo_point_2d_b']):
+ print("Error: 'geo_point_2d_a' or 'geo_point_2d_b' columns not found in DataFrame.")
+ return None
+
+ if tree_index not in df.index:
+ print(f"Error: tree_index {tree_index} is out of range.")
+ return None
+
+ # Get coordinates of the chosen tree
+ tree_coords = (df.loc[tree_index, 'geo_point_2d_a'], df.loc[tree_index, 'geo_point_2d_b'])
+
+ # Calculate distances to all other trees
+ distances = []
+ for index, row in df.iterrows():
+ other_tree_coords = (row['geo_point_2d_a'], row['geo_point_2d_b']) # Assuming latitude, longitude order
+ distance = geodesic(tree_coords, other_tree_coords).meters
+ distances.append(distance)
+
+ return pd.Series(distances, index=df.index) # Use original index
diff --git a/map_arrondissement.html b/map_arrondissement.html
new file mode 100644
index 0000000..15b990a
--- /dev/null
+++ b/map_arrondissement.html
@@ -0,0 +1,727 @@
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diff --git a/map_lieu.html b/map_lieu.html
new file mode 100644
index 0000000..a7241af
--- /dev/null
+++ b/map_lieu.html
@@ -0,0 +1,159335 @@
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diff --git a/soutenance_projet2.pptx b/soutenance_projet2.pptx
new file mode 100644
index 0000000..e6896fa
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