data viz docu for descriptions

Author: chloeppd

Code/data_merge.ipynb

@@ -2,19 +2,12 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 2,
    "id": "5c245cbc-1ce5-4436-812d-e57fc5799bdd",
    "metadata": {
     "tags": []
    },
    "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "/Users/macuser/Desktop/infovizrepo/ProjectGaze\n"
-     ]
-    },
     {
      "data": {
       "text/plain": [
@@ -36,7 +29,7 @@
        " 'gaze_score']"
       ]
      },
-     "execution_count": 39,
+     "execution_count": 2,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -74,117 +67,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 51,
+   "execution_count": 3,
    "id": "dd93b7d4-c65e-4b3c-bc4d-2d2f029c8ac5",
    "metadata": {
     "tags": []
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>imdbid</th>\n",
-       "      <th>Title</th>\n",
-       "      <th>Decade</th>\n",
-       "      <th>Genre</th>\n",
-       "      <th>Director</th>\n",
-       "      <th>year</th>\n",
-       "      <th>bechdel_rating</th>\n",
-       "      <th>male_percen</th>\n",
-       "      <th>nonmale_percentage</th>\n",
-       "      <th>dialogue_score</th>\n",
-       "      <th>bechdel_score</th>\n",
-       "      <th>count</th>\n",
-       "      <th>inappropriate_count</th>\n",
-       "      <th>descriptions_score</th>\n",
-       "      <th>_merge</th>\n",
-       "      <th>gaze_score</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>44</th>\n",
-       "      <td>87332</td>\n",
-       "      <td>Ghostbusters</td>\n",
-       "      <td>80s</td>\n",
-       "      <td>Fantasy</td>\n",
-       "      <td>Ivan Reitman</td>\n",
-       "      <td>1984</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>86.68</td>\n",
-       "      <td>13.32</td>\n",
-       "      <td>25.0</td>\n",
-       "      <td>13.33</td>\n",
-       "      <td>10</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>both</td>\n",
-       "      <td>38.33</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "    imdbid         Title Decade    Genre      Director  year  bechdel_rating  \\\n",
-       "44   87332  Ghostbusters    80s  Fantasy  Ivan Reitman  1984             2.0   \n",
-       "\n",
-       "    male_percen  nonmale_percentage  dialogue_score  bechdel_score  count  \\\n",
-       "44        86.68               13.32            25.0          13.33     10   \n",
-       "\n",
-       "    inappropriate_count  descriptions_score _merge  gaze_score  \n",
-       "44                    0                 0.0   both       38.33  "
-      ]
-     },
-     "execution_count": 51,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "final_scores.drop_duplicates(subset=['Title'], inplace=True)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 52,
-   "id": "5c2632e7-6c84-46a2-a0d3-c84fbd091013",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "#save\n",
-    "os.mkdir(path+'/Data/final_scores')\n",
-    "\n",
-    "final_scores.to_csv(path+'/Data/final_scores/final_scores_df.csv')\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 53,
-   "id": "f1e9268a-bbff-4356-b0e4-ee1ccce5fb4f",
-   "metadata": {
-    "tags": []
-   },
    "outputs": [
     {
      "data": {
@@ -496,11 +383,43 @@
        "[80 rows x 16 columns]"
       ]
      },
-     "execution_count": 53,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
+   "source": [
+    "final_scores.drop_duplicates(subset=['Title'], inplace=True)\n",
+    "final_scores.sort_values(by=['year'])\n",
+    "final_scores"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "5c2632e7-6c84-46a2-a0d3-c84fbd091013",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "#save\n",
+    "if not os.path.exists(path+'/Data/final_scores'):\n",
+    "    os.mkdir(path+'/Data/final_scores')\n",
+    "\n",
+    "\n",
+    "\n",
+    "final_scores.to_csv(path+'/Data/final_scores/final_scores_df.csv')\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f1e9268a-bbff-4356-b0e4-ee1ccce5fb4f",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
    "source": [
     "final_scores"
    ]