diff --git a/engrXiv_prints.ipynb b/engrXiv_prints.ipynb
index 66bf058..e40438d 100644
--- a/engrXiv_prints.ipynb
+++ b/engrXiv_prints.ipynb
@@ -6,19 +6,19 @@
"id": "promising-potter",
"metadata": {
"execution": {
- "iopub.execute_input": "2024-06-02T10:23:01.291088Z",
- "iopub.status.busy": "2024-06-02T10:23:01.290544Z",
- "iopub.status.idle": "2024-06-02T10:23:02.220734Z",
- "shell.execute_reply": "2024-06-02T10:23:02.220032Z"
+ "iopub.execute_input": "2024-06-09T10:22:01.833859Z",
+ "iopub.status.busy": "2024-06-09T10:22:01.833393Z",
+ "iopub.status.idle": "2024-06-09T10:22:02.705161Z",
+ "shell.execute_reply": "2024-06-09T10:22:02.704531Z"
},
"jupyter": {
"source_hidden": true
},
"papermill": {
- "duration": 0.935452,
- "end_time": "2024-06-02T10:23:02.222433",
+ "duration": 0.876897,
+ "end_time": "2024-06-09T10:22:02.706983",
"exception": false,
- "start_time": "2024-06-02T10:23:01.286981",
+ "start_time": "2024-06-09T10:22:01.830086",
"status": "completed"
},
"tags": []
@@ -42,16 +42,16 @@
"id": "52136c1b",
"metadata": {
"execution": {
- "iopub.execute_input": "2024-06-02T10:23:02.227475Z",
- "iopub.status.busy": "2024-06-02T10:23:02.226919Z",
- "iopub.status.idle": "2024-06-02T10:26:59.418274Z",
- "shell.execute_reply": "2024-06-02T10:26:59.417547Z"
+ "iopub.execute_input": "2024-06-09T10:22:02.711992Z",
+ "iopub.status.busy": "2024-06-09T10:22:02.711425Z",
+ "iopub.status.idle": "2024-06-09T10:26:09.162233Z",
+ "shell.execute_reply": "2024-06-09T10:26:09.161576Z"
},
"papermill": {
- "duration": 237.195627,
- "end_time": "2024-06-02T10:26:59.420065",
+ "duration": 246.454906,
+ "end_time": "2024-06-09T10:26:09.163864",
"exception": false,
- "start_time": "2024-06-02T10:23:02.224438",
+ "start_time": "2024-06-09T10:22:02.708958",
"status": "completed"
},
"tags": []
@@ -106,19 +106,19 @@
"id": "indonesian-resistance",
"metadata": {
"execution": {
- "iopub.execute_input": "2024-06-02T10:26:59.424587Z",
- "iopub.status.busy": "2024-06-02T10:26:59.424373Z",
- "iopub.status.idle": "2024-06-02T10:26:59.453320Z",
- "shell.execute_reply": "2024-06-02T10:26:59.452660Z"
+ "iopub.execute_input": "2024-06-09T10:26:09.168491Z",
+ "iopub.status.busy": "2024-06-09T10:26:09.168083Z",
+ "iopub.status.idle": "2024-06-09T10:26:09.197975Z",
+ "shell.execute_reply": "2024-06-09T10:26:09.197233Z"
},
"jupyter": {
"source_hidden": true
},
"papermill": {
- "duration": 0.032855,
- "end_time": "2024-06-02T10:26:59.454768",
+ "duration": 0.03366,
+ "end_time": "2024-06-09T10:26:09.199397",
"exception": false,
- "start_time": "2024-06-02T10:26:59.421913",
+ "start_time": "2024-06-09T10:26:09.165737",
"status": "completed"
},
"tags": []
@@ -127,7 +127,7 @@
{
"data": {
"text/markdown": [
- "# As of June 02, 2024 there are 3301 preprints on Engineering Archive."
+ "# As of June 09, 2024 there are 3303 preprints on Engineering Archive."
],
"text/plain": [
""
@@ -156,19 +156,19 @@
"id": "heard-result",
"metadata": {
"execution": {
- "iopub.execute_input": "2024-06-02T10:26:59.459396Z",
- "iopub.status.busy": "2024-06-02T10:26:59.458956Z",
- "iopub.status.idle": "2024-06-02T10:26:59.720665Z",
- "shell.execute_reply": "2024-06-02T10:26:59.719980Z"
+ "iopub.execute_input": "2024-06-09T10:26:09.204364Z",
+ "iopub.status.busy": "2024-06-09T10:26:09.203893Z",
+ "iopub.status.idle": "2024-06-09T10:26:09.472664Z",
+ "shell.execute_reply": "2024-06-09T10:26:09.471997Z"
},
"jupyter": {
"source_hidden": true
},
"papermill": {
- "duration": 0.265529,
- "end_time": "2024-06-02T10:26:59.722079",
+ "duration": 0.272855,
+ "end_time": "2024-06-09T10:26:09.474147",
"exception": false,
- "start_time": "2024-06-02T10:26:59.456550",
+ "start_time": "2024-06-09T10:26:09.201292",
"status": "completed"
},
"tags": []
@@ -176,7 +176,7 @@
"outputs": [
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"text/plain": [
"