diff --git a/exploratory_analysis.ipynb b/exploratory_analysis.ipynb
index 0966b8a3cbc96b29fadc0cbf62bafb21f5029393..b4f07dc860840c037dfdfd125c38a6d4a5a0e1ee 100644
--- a/exploratory_analysis.ipynb
+++ b/exploratory_analysis.ipynb
@@ -78,8 +78,8 @@
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+ "end_time": "2022-01-28T12:24:04.045301Z",
+ "start_time": "2022-01-28T12:24:03.255791Z"
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@@ -120,8 +120,8 @@
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- "end_time": "2021-01-05T14:25:24.088808Z",
- "start_time": "2021-01-05T14:25:24.001958Z"
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@@ -201,8 +201,8 @@
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@@ -279,8 +279,8 @@
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@@ -417,8 +417,8 @@
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- "start_time": "2021-01-05T14:25:24.142956Z"
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@@ -439,8 +439,8 @@
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@@ -476,8 +476,8 @@
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+ "start_time": "2022-01-28T12:24:05.956318Z"
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- "start_time": "2021-01-05T14:25:25.728009Z"
+ "end_time": "2022-01-28T12:24:05.994152Z",
+ "start_time": "2022-01-28T12:24:05.990892Z"
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@@ -518,8 +518,8 @@
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- "end_time": "2021-01-05T14:25:25.966762Z",
- "start_time": "2021-01-05T14:25:25.732453Z"
+ "end_time": "2022-01-28T12:24:06.247420Z",
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@@ -549,14 +549,14 @@
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+ "start_time": "2022-01-28T12:24:06.248640Z"
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"outputs": [],
"source": [
"def composition_RS_ZB (df):\n",
- " df_cm = pd.DataFrame (columns=['RS','ZB','Materials in cluster'])\n",
+ " df_cm = pd.DataFrame (columns=['RS','ZB','Materials in cluster'], dtype=object)\n",
"\n",
" n_clusters = df['cluster_label'].max() + 1\n",
" \n",
@@ -576,8 +576,8 @@
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@@ -647,8 +647,8 @@
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@@ -671,8 +671,8 @@
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@@ -710,8 +710,8 @@
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@@ -726,8 +726,8 @@
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@@ -791,8 +791,8 @@
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@@ -816,8 +816,8 @@
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@@ -832,8 +832,8 @@
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+ "start_time": "2022-01-28T12:24:06.684389Z"
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@@ -846,8 +846,8 @@
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+ "end_time": "2022-01-28T12:24:06.801127Z",
+ "start_time": "2022-01-28T12:24:06.780317Z"
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@@ -893,8 +893,8 @@
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- "start_time": "2021-01-11T15:53:05.101544Z"
+ "end_time": "2022-01-28T12:24:06.815324Z",
+ "start_time": "2022-01-28T12:24:06.802508Z"
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@@ -914,8 +914,8 @@
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- "start_time": "2021-01-05T14:25:26.533056Z"
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@@ -939,8 +939,8 @@
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@@ -953,8 +953,8 @@
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@@ -968,8 +968,8 @@
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- "end_time": "2021-01-05T14:25:26.897739Z",
- "start_time": "2021-01-05T14:25:26.866609Z"
+ "end_time": "2022-01-28T12:24:07.208455Z",
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@@ -1012,7 +1012,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.8.8"
+ "version": "3.7.3"
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