add friend paradox

Narasimham88445 · Aug 27, 2021 · 37ba467 · 37ba467
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diff --git a/README.md b/README.md
@@ -149,6 +149,7 @@ If you want to received updates of these blogs in your mailbox, you can subscrib
 | How to Create Bindings and Conditions Between Multiple Plots Using Altair | [link](https://towardsdatascience.com/how-to-create-bindings-and-conditions-between-multiple-plots-using-altair-4e4fe907de37) | [link](https://github.com/khuyentran1401/Data-science/blob/master/visualization/altair/altair_advanced.ipynb)
 | How to Sketch your Data Science Ideas With Excalidraw | [link](https://towardsdatascience.com/how-to-sketch-your-data-science-ideas-with-excalidraw-a993d049f55c) |
 | Pyvis: Visualize Interactive Network Graphs in Python | [link](https://towardsdatascience.com/pyvis-visualize-interactive-network-graphs-in-python-77e059791f01) | [link](https://github.com/khuyentran1401/Data-science/blob/master/visualization/pyvis_examples/pyvis.ipynb)
+| Build and Analyze Knowledge Graphs with Diffbot | [link](https://towardsdatascience.com/build-and-analyze-knowledge-graphs-with-diffbot-2af83065ade0) 
 
 
 # Mathematical Programming

diff --git a/data_science_tools/.gitignore b/data_science_tools/.gitignore
@@ -1,4 +1,5 @@
 xsv_example
 datasette_examples
 *.png
-*.jpg
+*.jpg
+*-datapane*
diff --git a/data_science_tools/Datapane_new_features/analyzing_articles.ipynb b/data_science_tools/Datapane_new_features/analyzing_articles.ipynb
@@ -10,12 +10,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 13,
    "id": "preliminary-retailer",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-04-28T14:45:33.265064Z",
-     "start_time": "2021-04-28T14:45:29.095679Z"
+     "end_time": "2021-08-25T18:30:13.475201Z",
+     "start_time": "2021-08-25T18:30:12.442428Z"
     }
    },
    "outputs": [],
@@ -39,12 +39,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 14,
    "id": "western-journal",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-04-28T14:45:33.278478Z",
-     "start_time": "2021-04-28T14:45:33.271114Z"
+     "end_time": "2021-08-25T18:30:13.957343Z",
+     "start_time": "2021-08-25T18:30:13.944424Z"
     }
    },
    "outputs": [],
@@ -54,12 +54,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 15,
    "id": "systematic-notification",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-04-28T14:45:33.633587Z",
-     "start_time": "2021-04-28T14:45:33.283456Z"
+     "end_time": "2021-08-25T18:30:14.984499Z",
+     "start_time": "2021-08-25T18:30:14.437441Z"
     }
    },
    "outputs": [],
@@ -71,12 +71,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 16,
    "id": "severe-shooting",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-04-28T14:45:34.231297Z",
-     "start_time": "2021-04-28T14:45:33.639727Z"
+     "end_time": "2021-08-25T18:30:15.176220Z",
+     "start_time": "2021-08-25T18:30:14.988493Z"
     }
    },
    "outputs": [],
@@ -94,12 +94,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 17,
    "id": "unusual-essence",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-04-28T14:45:34.254985Z",
-     "start_time": "2021-04-28T14:45:34.236088Z"
+     "end_time": "2021-08-25T18:30:16.001975Z",
+     "start_time": "2021-08-25T18:30:15.984133Z"
     }
    },
    "outputs": [
@@ -109,7 +109,7 @@
        "'2020-05-04 07:01:00+00:00'"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -121,12 +121,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 18,
    "id": "accomplished-discrimination",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-04-28T14:45:34.268955Z",
-     "start_time": "2021-04-28T14:45:34.261961Z"
+     "end_time": "2021-08-25T18:30:16.230131Z",
+     "start_time": "2021-08-25T18:30:16.223708Z"
     }
    },
    "outputs": [],
@@ -136,12 +136,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 19,
    "id": "processed-feeling",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-04-28T14:45:34.295489Z",
-     "start_time": "2021-04-28T14:45:34.284570Z"
+     "end_time": "2021-08-25T18:30:16.491826Z",
+     "start_time": "2021-08-25T18:30:16.480450Z"
     }
    },
    "outputs": [
@@ -154,7 +154,7 @@
        "<IPython.core.display.Image object>"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -166,12 +166,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 20,
    "id": "hairy-dining",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-04-28T14:45:34.312899Z",
-     "start_time": "2021-04-28T14:45:34.302166Z"
+     "end_time": "2021-08-25T18:30:18.231401Z",
+     "start_time": "2021-08-25T18:30:18.223783Z"
     }
    },
    "outputs": [
@@ -181,7 +181,7 @@
        "'https://www.dataquest.io/wp-content/uploads/2020/05/learn-data-science.jpg'"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -192,12 +192,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 21,
    "id": "comfortable-grill",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-04-28T14:45:34.577390Z",
-     "start_time": "2021-04-28T14:45:34.316847Z"
+     "end_time": "2021-08-25T18:30:19.118090Z",
+     "start_time": "2021-08-25T18:30:18.764613Z"
     },
     "deletable": false,
     "editable": false
@@ -207,16 +207,16 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2021-04-28 09:45:34--  https://www.dataquest.io/wp-content/uploads/2020/05/learn-data-science.jpg\n",
-      "Resolving www.dataquest.io (www.dataquest.io)... 172.67.38.224, 104.22.33.241, 104.22.32.241, ...\n",
+      "--2021-08-25 13:30:18--  https://www.dataquest.io/wp-content/uploads/2020/05/learn-data-science.jpg\n",
+      "Resolving www.dataquest.io (www.dataquest.io)... 172.67.38.224, 104.22.32.241, 104.22.33.241, ...\n",
       "Connecting to www.dataquest.io (www.dataquest.io)|172.67.38.224|:443... connected.\n",
       "HTTP request sent, awaiting response... 200 OK\n",
-      "Length: 42832 (42K) [image/jpeg]\n",
-      "Saving to: ‘learn-data-science.jpg.1’\n",
+      "Length: 29758 (29K) [image/jpeg]\n",
+      "Saving to: ‘learn-data-science.jpg’\n",
       "\n",
-      "learn-data-science. 100%[===================>]  41.83K  --.-KB/s    in 0.004s  \n",
+      "learn-data-science. 100%[===================>]  29.06K  --.-KB/s    in 0.001s  \n",
       "\n",
-      "2021-04-28 09:45:34 (9.78 MB/s) - ‘learn-data-science.jpg.1’ saved [42832/42832]\n",
+      "2021-08-25 13:30:19 (50.6 MB/s) - ‘learn-data-science.jpg’ saved [29758/29758]\n",
       "\n"
      ]
     }
@@ -227,23 +227,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 22,
    "id": "christian-wings",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-04-28T14:45:35.701918Z",
-     "start_time": "2021-04-28T14:45:34.619802Z"
+     "end_time": "2021-08-25T18:30:19.767188Z",
+     "start_time": "2021-08-25T18:30:19.721490Z"
     }
    },
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Bokeh version 2.3.0 is not supported, your plots may not display correctly, please install version ~=2.2.0\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "page = dp.Page(\n",
     "    '# Raw Article Information',\n",
@@ -2169,9 +2161,9 @@
     }
    ],
    "source": [
-    "dp.Report(*report).publish(name='analyze_article',\n",
+    "dp.Report(*report).upload(name='analyze_article',\n",
     "                           description='Summarize article, extract and visualize keywords',\n",
-    "                          visibility=dp.Visibility.PUBLIC)"
+    "                          )"
    ]
   },
   {
@@ -2185,9 +2177,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "medium",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
-   "name": "medium"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -2199,7 +2191,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.8"
+   "version": "3.8.10"
   },
   "toc": {
    "base_numbering": 1,

diff --git a/statistics/patsy_example.ipynb b/statistics/patsy_example.ipynb
@@ -2786,7 +2786,7 @@
  "metadata": {
   "hide_input": false,
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },

diff --git a/visualization/.gitignore b/visualization/.gitignore
@@ -1,11 +1,11 @@
 *.zip
-*.html
 Data
 *_datapane.ipynb
 dp-cache
 .ipynb_checkpoints
-*.html
 .log
 github_stargazers
 .config
-pyvis_datapane.ipynb
+*-datapane.ipynb
+*.txt
+*.html