{
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  {
   "cell_type": "code",
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   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "%store -r the_editor\n",
    "\n",
    "if 'the_editor' not in locals():\n",
    "    import pickle\n",
    "    print(\"Loading default data...\")\n",
    "    the_editor = pickle.load(open(\"data/the_editor.p\",'rb'))\n",
    "\n",
    "the_editor.to_frame('value')\n",
    "\n",
    "from IPython.display import display, Markdown as md\n",
    "display(md(\"---\"))\n",
    "display(md(f\"# A. Actions per editor\"))\n",
    "display(md(f\"***Editor: {the_editor['name']}***\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from wikiwho_wrapper import WikiWho\n",
    "import pandas as pd\n",
    "\n",
    "wikiwho = WikiWho(lng='en')\n",
    "agg_actions = wikiwho.dv.actions(editor_id = the_editor.userid)\n",
    "\n",
    "# convert to datetime\n",
    "agg_actions['year_month'] = pd.to_datetime(agg_actions['year_month'])\n",
    "\n",
    "# define total columns\n",
    "total_columns = ['total', 'total_surv_48h', 'total_persistent', 'total_stopword_count']\n",
    "\n",
    "# add columns with the total actions\n",
    "agg_actions = agg_actions.join(pd.DataFrame(\n",
    "    agg_actions.loc[:,'adds':'adds_stopword_count'].values +\\\n",
    "    agg_actions.loc[:,'dels':'dels_stopword_count'].values +\\\n",
    "    agg_actions.loc[:,'reins':'reins_stopword_count'].values, \n",
    "    index=agg_actions.index, \n",
    "    columns=total_columns\n",
    "))\n",
    "\n",
    "\n",
    "import qgrid\n",
    "qgrid.set_grid_option('maxVisibleRows', 5)\n",
    "qgrid.show_grid(agg_actions[['year_month', 'page_id'] + total_columns])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Listener\n",
    "from visualization.actions_listener import ActionsListener\n",
    "listener = ActionsListener(agg_actions)\n",
    "\n",
    "actions = (agg_actions.loc[:,'total':'total_stopword_count'].columns.append(\n",
    "    agg_actions.loc[:,'adds':'reins_stopword_count'].columns)).values.tolist()\n",
    "\n",
    "\n",
    "# Visualization\n",
    "from utils.notebooks import get_date_slider_from_datetime\n",
    "from ipywidgets import interact, fixed\n",
    "from ipywidgets.widgets import Dropdown\n",
    "\n",
    "interact(listener.listen, \n",
    "         _range = get_date_slider_from_datetime(agg_actions['year_month']),\n",
    "         editor=fixed('All'),\n",
    "         granularity=Dropdown(options=['Yearly', 'Monthly'], value='Monthly'),\n",
    "         black=Dropdown(options=actions, value='total'), \n",
    "         red=Dropdown(options= ['None'] + actions, value='total_surv_48h'),\n",
    "         green=Dropdown(options= ['None'] + actions, value='None'), \n",
    "         blue=Dropdown(options= ['None'] + actions, value='None'))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from IPython.display import HTML\n",
    "from utils.notebooks import get_next_notebook\n",
    "\n",
    "display(HTML(f'<a href=\"{get_next_notebook()}\" target=\"_blank\">Go to next workbook</a>'))"
   ]
  }
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