Q5

hw2-dh500-cvargas.ipynb

@@ -15,14 +15,13 @@
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     "ExecuteTime": {
-     "end_time": "2024-04-14T18:42:04.801385Z",
-     "start_time": "2024-04-14T18:42:04.797675Z"
+     "end_time": "2024-04-14T19:00:44.730100Z",
+     "start_time": "2024-04-14T19:00:44.726958Z"
     }
    },
    "source": [
-    "student = 'Carlos Alberto Vargas Rivera'\n",
-    "sciper = '384891'\n",
-    "print(f'Author: {student} ({sciper})')"
+    "student, sciper = 'Carlos Alberto Vargas Rivera', '384891'\n",
+    "print('Author:', f'{student} ({sciper})')"
    ],
    "outputs": [
     {
@@ -33,7 +32,7 @@
      ]
     }
    ],
-   "execution_count": 220
+   "execution_count": 268
   },
   {
    "metadata": {},
@@ -1148,33 +1147,57 @@
   {
    "metadata": {},
    "cell_type": "markdown",
-   "source": "",
+   "source": [
+    "### Q5 - Discussion results of points 3 & 4\n",
+    "\n",
+    "Are any of the results unexpected? Why?"
+   ],
    "id": "3da960163cc539a"
   },
   {
    "metadata": {},
    "cell_type": "markdown",
-   "source": "",
-   "id": "fd0ca7886e43417c"
-  },
-  {
-   "metadata": {},
-   "cell_type": "markdown",
-   "source": "",
-   "id": "200f4a8808d06d91"
+   "source": [
+    "It is interesting that even due more than the half of the Tweets contain URLS (55.7%). Then, only the 10.7% of them are re-tweets. It means that **the most of the tweets are citing or promoting sources out of the Tweeter ecosystem.**\n",
+    "\n",
+    "Additionally, at subsampling my *arbitrary* selected groups of MEDIA SOURCES and INFLUENCERS. One can observe similar insights as those presented in the class last Friday:\n",
+    "\n",
+    "- These random MEDIA SOURCES already produced ~3% of the Tweets.\n",
+    "- These ~3% of Tweets are **DIRECT** Tweets. Thus, they produce them themselves.\n",
+    "- The **MEDIA SOURCES** are active, but not as active as the **INFLUENCERS**. This second group produce almost the double of the Tweets (~6%).\n",
+    "- **INFLUENCERS** RETWEET more than the **MEDIA SOURCES**. However, the most of their tweets are also **DIRECT**.\n",
+    "- MEDIA Retweets (~0.11%) compared to INFLUENCERS retweets (~0.73%)."
+   ],
+   "id": "48531149a66baebf"
   },
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-04-14T18:42:07.740533Z",
-     "start_time": "2024-04-14T18:42:07.738627Z"
+     "end_time": "2024-04-14T22:55:31.509477Z",
+     "start_time": "2024-04-14T22:55:31.504609Z"
     }
    },
    "cell_type": "code",
-   "source": "",
+   "source": "print('Das is todo, merci!')",
    "id": "992263206e59f051",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Das is todo, merci!\n"
+     ]
+    }
+   ],
+   "execution_count": 272
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
    "outputs": [],
-   "execution_count": 243
+   "execution_count": null,
+   "source": "",
+   "id": "48a770ca733f9401"
   }
  ],
  "metadata": {