Untitled.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('games_form.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "      <th>עמישם התצפיתן</th>\n",
       "      <th>שם קבוצה מארחת</th>\n",
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       "      <th>רמת האלימות.5</th>\n",
       "      <th>אירוע.4</th>\n",
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       "  <tbody>\n",
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       "      <th>0</th>\n",
       "      <td>07-09-17 12:36</td>\n",
       "      <td>ספיר מסיקה</td>\n",
       "      <td>ביתר מול אשדוד</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28-08-17</td>\n",
       "      <td>0:20:00</td>\n",
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       "      <td>0:00:40</td>\n",
       "      <td>3</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>1</th>\n",
       "      <td>07-09-17 18:06</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>בית\"ר ירושלים- מ.ס. אשדוד</td>\n",
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       "      <td>28-08-17</td>\n",
       "      <td>20:30:00</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>09-09-17 19:55</td>\n",
       "      <td>ספי</td>\n",
       "      <td>מכבי תל אביב -בני סכנין</td>\n",
       "      <td>NaN</td>\n",
       "      <td>09-09-17</td>\n",
       "      <td>18:00:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>18:13:00</td>\n",
       "      <td>0:00:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>10-09-17 8:06</td>\n",
       "      <td>ספיר מסיקה</td>\n",
       "      <td>אשדוד מול קרית שמונה</td>\n",
       "      <td>NaN</td>\n",
       "      <td>09-09-17</td>\n",
       "      <td>15:19:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0:30:00</td>\n",
       "      <td>0:00:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>13-09-17 11:40</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>מכבי פתח תקווה- ביתר ירושלים</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11-09-17</td>\n",
       "      <td>0:21:00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0:30:00</td>\n",
       "      <td>0:05:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>17-09-17 17:50</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>הפועל חיפה</td>\n",
       "      <td>16-09-17</td>\n",
       "      <td>20:30:00</td>\n",
       "      <td>טדי</td>\n",
       "      <td>1:00:00</td>\n",
       "      <td>0:05:00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
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       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>03-10-17 17:40</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>הפועל קריית שמונה</td>\n",
       "      <td>25-09-17</td>\n",
       "      <td>20:30:00</td>\n",
       "      <td>טדי</td>\n",
       "      <td>1:00:00</td>\n",
       "      <td>0:05:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>14-10-17 19:52</td>\n",
       "      <td>ספיר ברנשטיין</td>\n",
       "      <td>מכבי פתח תקווה</td>\n",
       "      <td>מכבי חיפה</td>\n",
       "      <td>14-10-17</td>\n",
       "      <td>0:18:00</td>\n",
       "      <td>המושבה</td>\n",
       "      <td>17:00:00</td>\n",
       "      <td>0:05:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>22-10-17 14:39</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>ביתר ירושלים</td>\n",
       "      <td>מכבי נתניה</td>\n",
       "      <td>16-10-17</td>\n",
       "      <td>21:00:00</td>\n",
       "      <td>אצטדיון טדי</td>\n",
       "      <td>2:00:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>29-10-17 14:42</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>הפועל אשקלון</td>\n",
       "      <td>28-10-17</td>\n",
       "      <td>20:30:00</td>\n",
       "      <td>אצטדיון טדי</td>\n",
       "      <td>1:15:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>30-10-17 22:52</td>\n",
       "      <td>ספיר ברנשטיין</td>\n",
       "      <td>מכבי פ\"ת</td>\n",
       "      <td>בני יהודה</td>\n",
       "      <td>30-10-17</td>\n",
       "      <td>0:21:00</td>\n",
       "      <td>המושבה פ\"ת</td>\n",
       "      <td>20:15:00</td>\n",
       "      <td>0:00:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>31-10-17 17:09</td>\n",
       "      <td>ספיר מסיקה</td>\n",
       "      <td>אשדוד</td>\n",
       "      <td>באר שבע</td>\n",
       "      <td>29-10-17</td>\n",
       "      <td>0:21:00</td>\n",
       "      <td>אצטדיון אשדוד</td>\n",
       "      <td>21:00:00</td>\n",
       "      <td>0:05:00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>04-11-17 22:51</td>\n",
       "      <td>עמית דביר</td>\n",
       "      <td>מכבי נתניה</td>\n",
       "      <td>הפועל חיפה</td>\n",
       "      <td>04-11-17</td>\n",
       "      <td>18:15:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>17:45:00</td>\n",
       "      <td>0:05:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>05-11-17 22:02</td>\n",
       "      <td>ספיר ברנשטיין</td>\n",
       "      <td>מכבי פתח תקווה</td>\n",
       "      <td>הפועל ב\"ש</td>\n",
       "      <td>05-11-17</td>\n",
       "      <td>0:20:00</td>\n",
       "      <td>המושבה פ\"ת</td>\n",
       "      <td>19:45:00</td>\n",
       "      <td>0:00:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>08-11-17 12:07</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>בני יהודה</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>04-11-17</td>\n",
       "      <td>20:30:00</td>\n",
       "      <td>אצטדיון המושבה</td>\n",
       "      <td>0:30:00</td>\n",
       "      <td>0:15:00</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>25-11-17 22:25</td>\n",
       "      <td>עמית דביר</td>\n",
       "      <td>מכבי נתניה</td>\n",
       "      <td>מכבי חיפה</td>\n",
       "      <td>25-11-17</td>\n",
       "      <td>20:30:00</td>\n",
       "      <td>אצטדיון נתניה</td>\n",
       "      <td>20:10:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>אין עוד אירועים</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>28-11-17 11:27</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>הפועל באר שבע</td>\n",
       "      <td>27-11-17</td>\n",
       "      <td>21:00:00</td>\n",
       "      <td>אצטדיון טדי</td>\n",
       "      <td>1:00:00</td>\n",
       "      <td>0:05:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>28-11-17 12:04</td>\n",
       "      <td>ספיר מסיקה</td>\n",
       "      <td>מ. ס. אשדוד</td>\n",
       "      <td>הפועל רעננה</td>\n",
       "      <td>26-11-17</td>\n",
       "      <td>0:19:00</td>\n",
       "      <td>איצטדיון אשדוד</td>\n",
       "      <td>0:00:19</td>\n",
       "      <td>0:00:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>03-12-17 14:56</td>\n",
       "      <td>רואי זינו</td>\n",
       "      <td>מכבי תל אביב</td>\n",
       "      <td>מס אשדוד</td>\n",
       "      <td>02-12-17</td>\n",
       "      <td>0:16:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>0:20:15</td>\n",
       "      <td>0:00:00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>04-12-17 15:05</td>\n",
       "      <td>אלעד נחום</td>\n",
       "      <td>הפועל רעננה</td>\n",
       "      <td>מכבי פתח תקווה</td>\n",
       "      <td>03-12-17</td>\n",
       "      <td>19:00:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>0:55:00</td>\n",
       "      <td>0:00:30</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>05-12-17 17:23</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>הפועל חיפה</td>\n",
       "      <td>מכבי חיפה</td>\n",
       "      <td>04-12-17</td>\n",
       "      <td>21:00:00</td>\n",
       "      <td>אצטדיון סמי עופר</td>\n",
       "      <td>2:00:00</td>\n",
       "      <td>0:15:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>10-12-17 13:22</td>\n",
       "      <td>עמית דביר</td>\n",
       "      <td>מכבי נתניה</td>\n",
       "      <td>בני יהודה</td>\n",
       "      <td>09-12-17</td>\n",
       "      <td>16:00:00</td>\n",
       "      <td>אצטדיון נתניה</td>\n",
       "      <td>15:45:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>10-12-17 18:13</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>הפועל רעננה</td>\n",
       "      <td>09-12-17</td>\n",
       "      <td>20:30:00</td>\n",
       "      <td>אצטדיון טדי</td>\n",
       "      <td>1:00:00</td>\n",
       "      <td>0:05:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>11-12-17 9:56</td>\n",
       "      <td>ספיר מסיקה</td>\n",
       "      <td>מ.ס אשדוד</td>\n",
       "      <td>הפועל חיפה</td>\n",
       "      <td>12-09-17</td>\n",
       "      <td>0:16:00</td>\n",
       "      <td>איצדטיון אשדוד</td>\n",
       "      <td>15:10:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>11-12-17 22:56</td>\n",
       "      <td>ספיר ברנשטיין</td>\n",
       "      <td>מכבח פתח תקווה</td>\n",
       "      <td>מכבי תל אביב</td>\n",
       "      <td>11-12-17</td>\n",
       "      <td>0:21:00</td>\n",
       "      <td>המושבה פתח תקווה</td>\n",
       "      <td>0:35:20</td>\n",
       "      <td>0:00:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>18-12-17 10:50</td>\n",
       "      <td>אלעד נחום</td>\n",
       "      <td>עירוני קרית שמונה</td>\n",
       "      <td>הפועל רעננה</td>\n",
       "      <td>17-12-17</td>\n",
       "      <td>19:00:00</td>\n",
       "      <td>קרית שמונה</td>\n",
       "      <td>3:00:00</td>\n",
       "      <td>0:00:10</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>18-12-17 14:16</td>\n",
       "      <td>עמית דביר</td>\n",
       "      <td>מכבי נתניה</td>\n",
       "      <td>הפועל ב\"ש</td>\n",
       "      <td>17-12-17</td>\n",
       "      <td>20:30:00</td>\n",
       "      <td>אצטדיון בנתניה</td>\n",
       "      <td>20:25:00</td>\n",
       "      <td>0:05:00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>18-12-17 17:35</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>מכבי חיפה</td>\n",
       "      <td>בני יהודה</td>\n",
       "      <td>16-12-17</td>\n",
       "      <td>20:30:00</td>\n",
       "      <td>אצטדיון סמי עופר</td>\n",
       "      <td>0:55:00</td>\n",
       "      <td>0:05:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>אין עוד אירועים</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>19-12-17 11:20</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>מכבי תל אביב</td>\n",
       "      <td>18-12-17</td>\n",
       "      <td>21:00:00</td>\n",
       "      <td>אצטדיון טדי</td>\n",
       "      <td>0:55:00</td>\n",
       "      <td>0:10:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>24-12-17 20:49</td>\n",
       "      <td>רואי זינו</td>\n",
       "      <td>מכבי תל אביב</td>\n",
       "      <td>הפועל קריית שמונה</td>\n",
       "      <td>23-12-17</td>\n",
       "      <td>20:20:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>19:35:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>08-02-18 12:18</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>מכבי חיפה</td>\n",
       "      <td>03-02-18</td>\n",
       "      <td>20:30:00</td>\n",
       "      <td>אצטדיון טדי</td>\n",
       "      <td>1:20:00</td>\n",
       "      <td>0:05:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>11-02-18 10:34</td>\n",
       "      <td>אלעד נחום</td>\n",
       "      <td>הפועל רעננה</td>\n",
       "      <td>הפועל חיפה</td>\n",
       "      <td>10-02-18</td>\n",
       "      <td>16:00:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>0:45:00</td>\n",
       "      <td>0:02:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>12-02-18 13:40</td>\n",
       "      <td>עמית דביר</td>\n",
       "      <td>מכבי נתניה</td>\n",
       "      <td>בני סכנין</td>\n",
       "      <td>11-02-18</td>\n",
       "      <td>19:00:00</td>\n",
       "      <td>אצטדיון נתניה</td>\n",
       "      <td>18:55:00</td>\n",
       "      <td>0:02:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>17-02-18 21:01</td>\n",
       "      <td>ספיר מסיקה</td>\n",
       "      <td>מ.ס. אשדוד</td>\n",
       "      <td>עכו</td>\n",
       "      <td>17-02-18</td>\n",
       "      <td>0:18:00</td>\n",
       "      <td>איצטדיון אשדוד</td>\n",
       "      <td>17:55:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>18-02-18 17:32</td>\n",
       "      <td>רואי זינו</td>\n",
       "      <td>מכבי תל אביב</td>\n",
       "      <td>הפועל רעננה</td>\n",
       "      <td>17-02-18</td>\n",
       "      <td>0:16:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>15:15:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>26-02-18 22:12</td>\n",
       "      <td>ספיר ברנשטיין</td>\n",
       "      <td>מכבי פתח תקווה</td>\n",
       "      <td>הפועל עכו</td>\n",
       "      <td>26-02-18</td>\n",
       "      <td>15:20:00</td>\n",
       "      <td>המושבה פתח תקווה</td>\n",
       "      <td>20:00:00</td>\n",
       "      <td>0:00:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>28-02-18 12:32</td>\n",
       "      <td>אלעד נחום</td>\n",
       "      <td>הפועל רעננה</td>\n",
       "      <td>מ.ס אשדוד</td>\n",
       "      <td>24-02-18</td>\n",
       "      <td>16:00:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>0:30:00</td>\n",
       "      <td>0:02:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>28-02-18 12:35</td>\n",
       "      <td>אלעד נחום</td>\n",
       "      <td>הפועל רעננה</td>\n",
       "      <td>מ.ס אשדוד</td>\n",
       "      <td>27-02-18</td>\n",
       "      <td>19:45:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>1:00:00</td>\n",
       "      <td>0:00:10</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>01-03-18 13:49</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>הפועל באר שבע</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>25-02-18</td>\n",
       "      <td>21:00:00</td>\n",
       "      <td>אצטדיון טוטו-טרנר</td>\n",
       "      <td>1:15:00</td>\n",
       "      <td>0:30:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>03-03-18 17:22</td>\n",
       "      <td>רואי</td>\n",
       "      <td>מכבי תל אביב</td>\n",
       "      <td>הפועל רעננה</td>\n",
       "      <td>17-02-18</td>\n",
       "      <td>20:20:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>20:00:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>03-03-18 17:54</td>\n",
       "      <td>ספיר ברנשטיין</td>\n",
       "      <td>מכבי פתח תקווה</td>\n",
       "      <td>הפועל רעננה</td>\n",
       "      <td>03-03-18</td>\n",
       "      <td>0:16:00</td>\n",
       "      <td>המושבה</td>\n",
       "      <td>15:40:00</td>\n",
       "      <td>0:00:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>04-03-18 17:40</td>\n",
       "      <td>ספיר מסיקה</td>\n",
       "      <td>מ.ס אשדוד</td>\n",
       "      <td>מכבי תל אביב</td>\n",
       "      <td>03-03-18</td>\n",
       "      <td>20:30:00</td>\n",
       "      <td>איצטדיון אשדוד</td>\n",
       "      <td>20:00:00</td>\n",
       "      <td>0:04:00</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>06-03-18 22:51</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>הפועל עכו</td>\n",
       "      <td>04-03-18</td>\n",
       "      <td>21:00:00</td>\n",
       "      <td>אצטדיון טדי</td>\n",
       "      <td>0:50:00</td>\n",
       "      <td>0:02:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>12-03-18 10:41</td>\n",
       "      <td>אלעד נחום</td>\n",
       "      <td>הפועל רעננה</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>11-03-18</td>\n",
       "      <td>20:15:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>1:00:00</td>\n",
       "      <td>0:02:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>18-03-18 12:45</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>מכבי נתניה</td>\n",
       "      <td>17-03-18</td>\n",
       "      <td>20:30:00</td>\n",
       "      <td>אצטדיון טדי</td>\n",
       "      <td>1:30:00</td>\n",
       "      <td>0:10:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>18-03-18 20:51</td>\n",
       "      <td>ספיר ברנשטיין</td>\n",
       "      <td>מכבי פתח תקווה</td>\n",
       "      <td>הפועל רעננה</td>\n",
       "      <td>18-03-18</td>\n",
       "      <td>0:19:00</td>\n",
       "      <td>המושבה</td>\n",
       "      <td>18:45:00</td>\n",
       "      <td>0:00:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>20-03-18 20:50</td>\n",
       "      <td>רואי זינו</td>\n",
       "      <td>מכבי תל אביב</td>\n",
       "      <td>הפועל חיפה</td>\n",
       "      <td>18-03-18</td>\n",
       "      <td>0:21:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>20:20:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>08-04-18 17:26</td>\n",
       "      <td>עמית דביר</td>\n",
       "      <td>מכבי נתניה</td>\n",
       "      <td>מכבי תל אביב</td>\n",
       "      <td>04-03-18</td>\n",
       "      <td>19:30:00</td>\n",
       "      <td>אצטדיון מכבי נתניה</td>\n",
       "      <td>19:00:00</td>\n",
       "      <td>0:02:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>11-04-18 18:10</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>בני יהודה תל אביב</td>\n",
       "      <td>08-04-18</td>\n",
       "      <td>21:00:00</td>\n",
       "      <td>אצטדיון טדי</td>\n",
       "      <td>2:20:00</td>\n",
       "      <td>0:05:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>15-04-18 12:12</td>\n",
       "      <td>רואי זינו</td>\n",
       "      <td>מכבי תל אביב</td>\n",
       "      <td>הפועל באר שבע</td>\n",
       "      <td>09-04-18</td>\n",
       "      <td>20:30:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>20:25:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>18-04-18 13:30</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>מכבי תל אביב</td>\n",
       "      <td>16-04-18</td>\n",
       "      <td>21:00:00</td>\n",
       "      <td>אצטדיון טדי</td>\n",
       "      <td>1:00:00</td>\n",
       "      <td>0:10:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>אין עוד אירועים</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>21-04-18 19:53</td>\n",
       "      <td>ספיר ברנשטיין</td>\n",
       "      <td>מכבי פתח תקווה</td>\n",
       "      <td>מכבי חיפה</td>\n",
       "      <td>21-04-18</td>\n",
       "      <td>0:18:00</td>\n",
       "      <td>המושבה פתח תקווה</td>\n",
       "      <td>17:45:00</td>\n",
       "      <td>0:00:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>26-04-18 19:37</td>\n",
       "      <td>רואי זינו</td>\n",
       "      <td>מכבי תל אביב</td>\n",
       "      <td>בני יהודה</td>\n",
       "      <td>21-04-18</td>\n",
       "      <td>0:21:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>20:00:00</td>\n",
       "      <td>0:00:00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>02-05-18 0:30</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>מכבי נתניה</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>30-04-18</td>\n",
       "      <td>21:00:00</td>\n",
       "      <td>אצטדיון נתניה</td>\n",
       "      <td>0:20:00</td>\n",
       "      <td>0:02:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>אוהדי מכבי נתניה שרים \"יאללה הביתה\"</td>\n",
       "      <td>הניצחון הקרב ובא של מכבי נתניה</td>\n",
       "      <td>זמן פציעות</td>\n",
       "      <td>אין עוד אירועים</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>06-05-18 21:51</td>\n",
       "      <td>ספיר ברנשטיין</td>\n",
       "      <td>מכבי פתח תקווה</td>\n",
       "      <td>מ.ס אשדוד</td>\n",
       "      <td>06-05-18</td>\n",
       "      <td>20:00:00</td>\n",
       "      <td>המושבה</td>\n",
       "      <td>19:40:00</td>\n",
       "      <td>0:00:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>07-05-18 1:21</td>\n",
       "      <td>סתיו</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>הפועל באר שבע</td>\n",
       "      <td>05-05-18</td>\n",
       "      <td>0:21:00</td>\n",
       "      <td>אצטדיון טדי</td>\n",
       "      <td>1:40:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>14-05-18 9:30</td>\n",
       "      <td>עמית דביר</td>\n",
       "      <td>מכבי נתניה</td>\n",
       "      <td>הפועל חיפה</td>\n",
       "      <td>12-05-18</td>\n",
       "      <td>18:00:00</td>\n",
       "      <td>אצטדיון נתניה</td>\n",
       "      <td>17:45:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>15-05-18 18:55</td>\n",
       "      <td>סתיו שר שלום</td>\n",
       "      <td>בית\"ר ירושלים</td>\n",
       "      <td>הפועל חיפה</td>\n",
       "      <td>09-05-18</td>\n",
       "      <td>21:00:00</td>\n",
       "      <td>אצטדיון טדי</td>\n",
       "      <td>1:15:00</td>\n",
       "      <td>0:07:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>23-05-18 15:21</td>\n",
       "      <td>רואי זינו</td>\n",
       "      <td>מכבי תל אביב</td>\n",
       "      <td>מכבי נתניה</td>\n",
       "      <td>07-05-18</td>\n",
       "      <td>21:00:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>20:45:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>23-05-18 15:24</td>\n",
       "      <td>רואי זינו</td>\n",
       "      <td>מכבי תל אביב</td>\n",
       "      <td>ביתר ירושלים</td>\n",
       "      <td>15-05-18</td>\n",
       "      <td>20:30:00</td>\n",
       "      <td>נתניה</td>\n",
       "      <td>20:20:00</td>\n",
       "      <td>0:01:00</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>84 rows × 56 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         Timestamp  עמישם התצפיתן                שם קבוצה מארחת  \\\n",
       "0   07-09-17 12:36     ספיר מסיקה                ביתר מול אשדוד   \n",
       "1   07-09-17 18:06   סתיו שר שלום     בית\"ר ירושלים- מ.ס. אשדוד   \n",
       "2   09-09-17 19:55            ספי       מכבי תל אביב -בני סכנין   \n",
       "3    10-09-17 8:06     ספיר מסיקה          אשדוד מול קרית שמונה   \n",
       "4   13-09-17 11:40   סתיו שר שלום  מכבי פתח תקווה- ביתר ירושלים   \n",
       "5   17-09-17 17:50   סתיו שר שלום                 בית\"ר ירושלים   \n",
       "6   03-10-17 17:40   סתיו שר שלום                 בית\"ר ירושלים   \n",
       "7   14-10-17 19:52  ספיר ברנשטיין                מכבי פתח תקווה   \n",
       "8   22-10-17 14:39   סתיו שר שלום                  ביתר ירושלים   \n",
       "9   29-10-17 14:42   סתיו שר שלום                 בית\"ר ירושלים   \n",
       "10  30-10-17 22:52  ספיר ברנשטיין                      מכבי פ\"ת   \n",
       "11  31-10-17 17:09     ספיר מסיקה                         אשדוד   \n",
       "12  04-11-17 22:51      עמית דביר                    מכבי נתניה   \n",
       "13  05-11-17 22:02  ספיר ברנשטיין                מכבי פתח תקווה   \n",
       "14  08-11-17 12:07   סתיו שר שלום                     בני יהודה   \n",
       "15  25-11-17 22:25      עמית דביר                   מכבי נתניה    \n",
       "16  28-11-17 11:27   סתיו שר שלום                 בית\"ר ירושלים   \n",
       "17  28-11-17 12:04     ספיר מסיקה                   מ. ס. אשדוד   \n",
       "18  03-12-17 14:56      רואי זינו                  מכבי תל אביב   \n",
       "19  04-12-17 15:05      אלעד נחום                   הפועל רעננה   \n",
       "20  05-12-17 17:23   סתיו שר שלום                    הפועל חיפה   \n",
       "21  10-12-17 13:22      עמית דביר                    מכבי נתניה   \n",
       "22  10-12-17 18:13   סתיו שר שלום                 בית\"ר ירושלים   \n",
       "23   11-12-17 9:56     ספיר מסיקה                     מ.ס אשדוד   \n",
       "24  11-12-17 22:56  ספיר ברנשטיין                מכבח פתח תקווה   \n",
       "25  18-12-17 10:50      אלעד נחום             עירוני קרית שמונה   \n",
       "26  18-12-17 14:16      עמית דביר                    מכבי נתניה   \n",
       "27  18-12-17 17:35   סתיו שר שלום                     מכבי חיפה   \n",
       "28  19-12-17 11:20   סתיו שר שלום                 בית\"ר ירושלים   \n",
       "29  24-12-17 20:49      רואי זינו                  מכבי תל אביב   \n",
       "..             ...            ...                           ...   \n",
       "54  08-02-18 12:18   סתיו שר שלום                 בית\"ר ירושלים   \n",
       "55  11-02-18 10:34      אלעד נחום                   הפועל רעננה   \n",
       "56  12-02-18 13:40      עמית דביר                    מכבי נתניה   \n",
       "57  17-02-18 21:01     ספיר מסיקה                    מ.ס. אשדוד   \n",
       "58  18-02-18 17:32      רואי זינו                  מכבי תל אביב   \n",
       "59  26-02-18 22:12  ספיר ברנשטיין                מכבי פתח תקווה   \n",
       "60  28-02-18 12:32      אלעד נחום                   הפועל רעננה   \n",
       "61  28-02-18 12:35      אלעד נחום                   הפועל רעננה   \n",
       "62  01-03-18 13:49   סתיו שר שלום                 הפועל באר שבע   \n",
       "63  03-03-18 17:22           רואי                  מכבי תל אביב   \n",
       "64  03-03-18 17:54  ספיר ברנשטיין                מכבי פתח תקווה   \n",
       "65  04-03-18 17:40     ספיר מסיקה                     מ.ס אשדוד   \n",
       "66  06-03-18 22:51   סתיו שר שלום                 בית\"ר ירושלים   \n",
       "67  12-03-18 10:41      אלעד נחום                   הפועל רעננה   \n",
       "68  18-03-18 12:45   סתיו שר שלום                 בית\"ר ירושלים   \n",
       "69  18-03-18 20:51  ספיר ברנשטיין                מכבי פתח תקווה   \n",
       "70  20-03-18 20:50      רואי זינו                  מכבי תל אביב   \n",
       "71  08-04-18 17:26      עמית דביר                    מכבי נתניה   \n",
       "72  11-04-18 18:10   סתיו שר שלום                 בית\"ר ירושלים   \n",
       "73  15-04-18 12:12      רואי זינו                  מכבי תל אביב   \n",
       "74  18-04-18 13:30   סתיו שר שלום                 בית\"ר ירושלים   \n",
       "75  21-04-18 19:53  ספיר ברנשטיין                מכבי פתח תקווה   \n",
       "76  26-04-18 19:37      רואי זינו                  מכבי תל אביב   \n",
       "77   02-05-18 0:30   סתיו שר שלום                    מכבי נתניה   \n",
       "78  06-05-18 21:51  ספיר ברנשטיין                מכבי פתח תקווה   \n",
       "79   07-05-18 1:21           סתיו                 בית\"ר ירושלים   \n",
       "80   14-05-18 9:30      עמית דביר                    מכבי נתניה   \n",
       "81  15-05-18 18:55   סתיו שר שלום                 בית\"ר ירושלים   \n",
       "82  23-05-18 15:21      רואי זינו                  מכבי תל אביב   \n",
       "83  23-05-18 15:24      רואי זינו                  מכבי תל אביב   \n",
       "\n",
       "       שם קבוצה אורחת תאריך המשחק שעת המשחק        שם האיצטדיון  \\\n",
       "0                 NaN    28-08-17   0:20:00                 NaN   \n",
       "1                 NaN    28-08-17  20:30:00                 NaN   \n",
       "2                 NaN    09-09-17  18:00:00                 NaN   \n",
       "3                 NaN    09-09-17  15:19:00                 NaN   \n",
       "4                 NaN    11-09-17   0:21:00                 NaN   \n",
       "5          הפועל חיפה    16-09-17  20:30:00                 טדי   \n",
       "6   הפועל קריית שמונה    25-09-17  20:30:00                 טדי   \n",
       "7           מכבי חיפה    14-10-17   0:18:00              המושבה   \n",
       "8          מכבי נתניה    16-10-17  21:00:00         אצטדיון טדי   \n",
       "9        הפועל אשקלון    28-10-17  20:30:00         אצטדיון טדי   \n",
       "10          בני יהודה    30-10-17   0:21:00          המושבה פ\"ת   \n",
       "11            באר שבע    29-10-17   0:21:00       אצטדיון אשדוד   \n",
       "12         הפועל חיפה    04-11-17  18:15:00               נתניה   \n",
       "13          הפועל ב\"ש    05-11-17   0:20:00          המושבה פ\"ת   \n",
       "14      בית\"ר ירושלים    04-11-17  20:30:00      אצטדיון המושבה   \n",
       "15         מכבי חיפה     25-11-17  20:30:00       אצטדיון נתניה   \n",
       "16      הפועל באר שבע    27-11-17  21:00:00         אצטדיון טדי   \n",
       "17        הפועל רעננה    26-11-17   0:19:00      איצטדיון אשדוד   \n",
       "18           מס אשדוד    02-12-17   0:16:00               נתניה   \n",
       "19     מכבי פתח תקווה    03-12-17  19:00:00               נתניה   \n",
       "20          מכבי חיפה    04-12-17  21:00:00    אצטדיון סמי עופר   \n",
       "21          בני יהודה    09-12-17  16:00:00       אצטדיון נתניה   \n",
       "22        הפועל רעננה    09-12-17  20:30:00         אצטדיון טדי   \n",
       "23         הפועל חיפה    12-09-17   0:16:00      איצדטיון אשדוד   \n",
       "24       מכבי תל אביב    11-12-17   0:21:00    המושבה פתח תקווה   \n",
       "25        הפועל רעננה    17-12-17  19:00:00          קרית שמונה   \n",
       "26          הפועל ב\"ש    17-12-17  20:30:00      אצטדיון בנתניה   \n",
       "27          בני יהודה    16-12-17  20:30:00    אצטדיון סמי עופר   \n",
       "28       מכבי תל אביב    18-12-17  21:00:00         אצטדיון טדי   \n",
       "29  הפועל קריית שמונה    23-12-17  20:20:00               נתניה   \n",
       "..                ...         ...       ...                 ...   \n",
       "54          מכבי חיפה    03-02-18  20:30:00         אצטדיון טדי   \n",
       "55         הפועל חיפה    10-02-18  16:00:00               נתניה   \n",
       "56          בני סכנין    11-02-18  19:00:00       אצטדיון נתניה   \n",
       "57                עכו    17-02-18   0:18:00      איצטדיון אשדוד   \n",
       "58        הפועל רעננה    17-02-18   0:16:00               נתניה   \n",
       "59          הפועל עכו    26-02-18  15:20:00    המושבה פתח תקווה   \n",
       "60          מ.ס אשדוד    24-02-18  16:00:00               נתניה   \n",
       "61          מ.ס אשדוד    27-02-18  19:45:00               נתניה   \n",
       "62      בית\"ר ירושלים    25-02-18  21:00:00   אצטדיון טוטו-טרנר   \n",
       "63        הפועל רעננה    17-02-18  20:20:00               נתניה   \n",
       "64        הפועל רעננה    03-03-18   0:16:00              המושבה   \n",
       "65       מכבי תל אביב    03-03-18  20:30:00      איצטדיון אשדוד   \n",
       "66          הפועל עכו    04-03-18  21:00:00         אצטדיון טדי   \n",
       "67      בית\"ר ירושלים    11-03-18  20:15:00               נתניה   \n",
       "68         מכבי נתניה    17-03-18  20:30:00         אצטדיון טדי   \n",
       "69        הפועל רעננה    18-03-18   0:19:00             המושבה    \n",
       "70         הפועל חיפה    18-03-18   0:21:00               נתניה   \n",
       "71       מכבי תל אביב    04-03-18  19:30:00  אצטדיון מכבי נתניה   \n",
       "72  בני יהודה תל אביב    08-04-18  21:00:00         אצטדיון טדי   \n",
       "73      הפועל באר שבע    09-04-18  20:30:00               נתניה   \n",
       "74       מכבי תל אביב    16-04-18  21:00:00         אצטדיון טדי   \n",
       "75          מכבי חיפה    21-04-18   0:18:00    המושבה פתח תקווה   \n",
       "76          בני יהודה    21-04-18   0:21:00               נתניה   \n",
       "77      בית\"ר ירושלים    30-04-18  21:00:00       אצטדיון נתניה   \n",
       "78          מ.ס אשדוד    06-05-18  20:00:00              המושבה   \n",
       "79      הפועל באר שבע    05-05-18   0:21:00         אצטדיון טדי   \n",
       "80         הפועל חיפה    12-05-18  18:00:00       אצטדיון נתניה   \n",
       "81        הפועל חיפה     09-05-18  21:00:00         אצטדיון טדי   \n",
       "82         מכבי נתניה    07-05-18  21:00:00               נתניה   \n",
       "83       ביתר ירושלים    15-05-18  20:30:00               נתניה   \n",
       "\n",
       "   זמן הגעה למשחק זמן המתנה בתור  קללות מחוץ למגרש  \\\n",
       "0         0:00:20        0:00:40                 3   \n",
       "1         0:40:00        0:05:00                 2   \n",
       "2        18:13:00        0:00:00                 1   \n",
       "3         0:30:00        0:00:00                 1   \n",
       "4         0:30:00        0:05:00                 1   \n",
       "5         1:00:00        0:05:00                 0   \n",
       "6         1:00:00        0:05:00                 1   \n",
       "7        17:00:00        0:05:00                 1   \n",
       "8         2:00:00        0:01:00                 1   \n",
       "9         1:15:00        0:01:00                 0   \n",
       "10       20:15:00        0:00:00                 1   \n",
       "11       21:00:00        0:05:00                 0   \n",
       "12       17:45:00        0:05:00                 1   \n",
       "13       19:45:00        0:00:00                 1   \n",
       "14        0:30:00        0:15:00                 2   \n",
       "15       20:10:00        0:01:00                 1   \n",
       "16        1:00:00        0:05:00                 1   \n",
       "17        0:00:19        0:00:00                 1   \n",
       "18        0:20:15        0:00:00                 0   \n",
       "19        0:55:00        0:00:30                 1   \n",
       "20        2:00:00        0:15:00                 1   \n",
       "21       15:45:00        0:01:00                 1   \n",
       "22        1:00:00        0:05:00                 1   \n",
       "23       15:10:00        0:01:00                 1   \n",
       "24        0:35:20        0:00:00                 1   \n",
       "25        3:00:00        0:00:10                 0   \n",
       "26       20:25:00        0:05:00                 0   \n",
       "27        0:55:00        0:05:00                 1   \n",
       "28        0:55:00        0:10:00                 1   \n",
       "29       19:35:00        0:01:00                 1   \n",
       "..            ...            ...               ...   \n",
       "54        1:20:00        0:05:00                 1   \n",
       "55        0:45:00        0:02:00                 1   \n",
       "56       18:55:00        0:02:00                 1   \n",
       "57       17:55:00        0:01:00                 1   \n",
       "58       15:15:00        0:01:00                 0   \n",
       "59       20:00:00        0:00:00                 1   \n",
       "60        0:30:00        0:02:00                 1   \n",
       "61        1:00:00        0:00:10                 1   \n",
       "62        1:15:00        0:30:00                 1   \n",
       "63       20:00:00        0:01:00                 0   \n",
       "64       15:40:00        0:00:00                 1   \n",
       "65       20:00:00        0:04:00                 2   \n",
       "66        0:50:00        0:02:00                 1   \n",
       "67        1:00:00        0:02:00                 1   \n",
       "68        1:30:00        0:10:00                 1   \n",
       "69       18:45:00        0:00:00                 1   \n",
       "70       20:20:00        0:01:00                 0   \n",
       "71       19:00:00        0:02:00                 1   \n",
       "72        2:20:00        0:05:00                 1   \n",
       "73       20:25:00        0:01:00                 1   \n",
       "74        1:00:00        0:10:00                 1   \n",
       "75       17:45:00        0:00:00                 1   \n",
       "76       20:00:00        0:00:00                 0   \n",
       "77        0:20:00        0:02:00                 1   \n",
       "78       19:40:00        0:00:00                 1   \n",
       "79        1:40:00        0:01:00                 0   \n",
       "80       17:45:00        0:01:00                 1   \n",
       "81        1:15:00        0:07:00                 1   \n",
       "82       20:45:00        0:01:00                 1   \n",
       "83       20:20:00        0:01:00                 1   \n",
       "\n",
       "                   ...                       Unnamed: 46  רמת האלימות.5  \\\n",
       "0                  ...                               NaN            NaN   \n",
       "1                  ...                               NaN            NaN   \n",
       "2                  ...                               NaN            NaN   \n",
       "3                  ...                               NaN            NaN   \n",
       "4                  ...                               NaN            NaN   \n",
       "5                  ...                               NaN            NaN   \n",
       "6                  ...                               NaN            NaN   \n",
       "7                  ...                               NaN            NaN   \n",
       "8                  ...                               NaN            NaN   \n",
       "9                  ...                               NaN            NaN   \n",
       "10                 ...                               NaN            NaN   \n",
       "11                 ...                               NaN            NaN   \n",
       "12                 ...                               NaN            NaN   \n",
       "13                 ...                               NaN            NaN   \n",
       "14                 ...                               NaN            NaN   \n",
       "15                 ...                   אין עוד אירועים            NaN   \n",
       "16                 ...                               NaN            NaN   \n",
       "17                 ...                               NaN            NaN   \n",
       "18                 ...                               NaN            NaN   \n",
       "19                 ...                               NaN            NaN   \n",
       "20                 ...                               NaN            NaN   \n",
       "21                 ...                               NaN            NaN   \n",
       "22                 ...                               NaN            NaN   \n",
       "23                 ...                               NaN            NaN   \n",
       "24                 ...                               NaN            NaN   \n",
       "25                 ...                               NaN            NaN   \n",
       "26                 ...                               NaN            NaN   \n",
       "27                 ...                   אין עוד אירועים            NaN   \n",
       "28                 ...                               NaN            NaN   \n",
       "29                 ...                               NaN            NaN   \n",
       "..                 ...                               ...            ...   \n",
       "54                 ...                               NaN            NaN   \n",
       "55                 ...                               NaN            NaN   \n",
       "56                 ...                               NaN            NaN   \n",
       "57                 ...                               NaN            NaN   \n",
       "58                 ...                               NaN            NaN   \n",
       "59                 ...                               NaN            NaN   \n",
       "60                 ...                               NaN            NaN   \n",
       "61                 ...                               NaN            NaN   \n",
       "62                 ...                               NaN            NaN   \n",
       "63                 ...                               NaN            NaN   \n",
       "64                 ...                               NaN            NaN   \n",
       "65                 ...                               NaN            NaN   \n",
       "66                 ...                               NaN            NaN   \n",
       "67                 ...                               NaN            NaN   \n",
       "68                 ...                               NaN            NaN   \n",
       "69                 ...                               NaN            NaN   \n",
       "70                 ...                               NaN            NaN   \n",
       "71                 ...                               NaN            NaN   \n",
       "72                 ...                               NaN            NaN   \n",
       "73                 ...                               NaN            NaN   \n",
       "74                 ...                   אין עוד אירועים            NaN   \n",
       "75                 ...                               NaN            NaN   \n",
       "76                 ...                               NaN            NaN   \n",
       "77                 ...                               NaN            1.0   \n",
       "78                 ...                               NaN            NaN   \n",
       "79                 ...                               NaN            NaN   \n",
       "80                 ...                               NaN            NaN   \n",
       "81                 ...                               NaN            NaN   \n",
       "82                 ...                               NaN            NaN   \n",
       "83                 ...                               NaN            NaN   \n",
       "\n",
       "                                אירוע.4                מה סיבת האירוע.2  \\\n",
       "0                                   NaN                             NaN   \n",
       "1                                   NaN                             NaN   \n",
       "2                                   NaN                             NaN   \n",
       "3                                   NaN                             NaN   \n",
       "4                                   NaN                             NaN   \n",
       "5                                   NaN                             NaN   \n",
       "6                                   NaN                             NaN   \n",
       "7                                   NaN                             NaN   \n",
       "8                                   NaN                             NaN   \n",
       "9                                   NaN                             NaN   \n",
       "10                                  NaN                             NaN   \n",
       "11                                  NaN                             NaN   \n",
       "12                                  NaN                             NaN   \n",
       "13                                  NaN                             NaN   \n",
       "14                                  NaN                             NaN   \n",
       "15                                  NaN                             NaN   \n",
       "16                                  NaN                             NaN   \n",
       "17                                  NaN                             NaN   \n",
       "18                                  NaN                             NaN   \n",
       "19                                  NaN                             NaN   \n",
       "20                                  NaN                             NaN   \n",
       "21                                  NaN                             NaN   \n",
       "22                                  NaN                             NaN   \n",
       "23                                  NaN                             NaN   \n",
       "24                                  NaN                             NaN   \n",
       "25                                  NaN                             NaN   \n",
       "26                                  NaN                             NaN   \n",
       "27                                  NaN                             NaN   \n",
       "28                                  NaN                             NaN   \n",
       "29                                  NaN                             NaN   \n",
       "..                                  ...                             ...   \n",
       "54                                  NaN                             NaN   \n",
       "55                                  NaN                             NaN   \n",
       "56                                  NaN                             NaN   \n",
       "57                                  NaN                             NaN   \n",
       "58                                  NaN                             NaN   \n",
       "59                                  NaN                             NaN   \n",
       "60                                  NaN                             NaN   \n",
       "61                                  NaN                             NaN   \n",
       "62                                  NaN                             NaN   \n",
       "63                                  NaN                             NaN   \n",
       "64                                  NaN                             NaN   \n",
       "65                                  NaN                             NaN   \n",
       "66                                  NaN                             NaN   \n",
       "67                                  NaN                             NaN   \n",
       "68                                  NaN                             NaN   \n",
       "69                                  NaN                             NaN   \n",
       "70                                  NaN                             NaN   \n",
       "71                                  NaN                             NaN   \n",
       "72                                  NaN                             NaN   \n",
       "73                                  NaN                             NaN   \n",
       "74                                  NaN                             NaN   \n",
       "75                                  NaN                             NaN   \n",
       "76                                  NaN                             NaN   \n",
       "77  אוהדי מכבי נתניה שרים \"יאללה הביתה\"  הניצחון הקרב ובא של מכבי נתניה   \n",
       "78                                  NaN                             NaN   \n",
       "79                                  NaN                             NaN   \n",
       "80                                  NaN                             NaN   \n",
       "81                                  NaN                             NaN   \n",
       "82                                  NaN                             NaN   \n",
       "83                                  NaN                             NaN   \n",
       "\n",
       "         דקה.5      Unnamed: 51 מספר הכרטיסים הצהובים לקבוצת הבית  \\\n",
       "0          NaN              NaN                               NaN   \n",
       "1          NaN              NaN                               NaN   \n",
       "2          NaN              NaN                               NaN   \n",
       "3          NaN              NaN                               NaN   \n",
       "4          NaN              NaN                               NaN   \n",
       "5          NaN              NaN                               2.0   \n",
       "6          NaN              NaN                               1.0   \n",
       "7          NaN              NaN                               3.0   \n",
       "8          NaN              NaN                               2.0   \n",
       "9          NaN              NaN                               1.0   \n",
       "10         NaN              NaN                               1.0   \n",
       "11         NaN              NaN                               3.0   \n",
       "12         NaN              NaN                               1.0   \n",
       "13         NaN              NaN                               2.0   \n",
       "14         NaN              NaN                               2.0   \n",
       "15         NaN              NaN                               2.0   \n",
       "16         NaN              NaN                               4.0   \n",
       "17         NaN              NaN                               1.0   \n",
       "18         NaN              NaN                               3.0   \n",
       "19         NaN              NaN                               1.0   \n",
       "20         NaN              NaN                               3.0   \n",
       "21         NaN              NaN                               2.0   \n",
       "22         NaN              NaN                               3.0   \n",
       "23         NaN              NaN                               1.0   \n",
       "24         NaN              NaN                               1.0   \n",
       "25         NaN              NaN                               5.0   \n",
       "26         NaN              NaN                               5.0   \n",
       "27         NaN              NaN                               2.0   \n",
       "28         NaN              NaN                               4.0   \n",
       "29         NaN              NaN                               3.0   \n",
       "..         ...              ...                               ...   \n",
       "54         NaN              NaN                               1.0   \n",
       "55         NaN              NaN                               6.0   \n",
       "56         NaN              NaN                               5.0   \n",
       "57         NaN              NaN                               1.0   \n",
       "58         NaN              NaN                               3.0   \n",
       "59         NaN              NaN                               1.0   \n",
       "60         NaN              NaN                               3.0   \n",
       "61         NaN              NaN                               1.0   \n",
       "62         NaN              NaN                               2.0   \n",
       "63         NaN              NaN                               3.0   \n",
       "64         NaN              NaN                               1.0   \n",
       "65         NaN              NaN                               2.0   \n",
       "66         NaN              NaN                               2.0   \n",
       "67         NaN              NaN                               1.0   \n",
       "68         NaN              NaN                               2.0   \n",
       "69         NaN              NaN                               0.0   \n",
       "70         NaN              NaN                               3.0   \n",
       "71         NaN              NaN                               5.0   \n",
       "72         NaN              NaN                               1.0   \n",
       "73         NaN              NaN                               4.0   \n",
       "74         NaN              NaN                               2.0   \n",
       "75         NaN              NaN                               2.0   \n",
       "76         NaN              NaN                               3.0   \n",
       "77  זמן פציעות  אין עוד אירועים                               1.0   \n",
       "78         NaN              NaN                               1.0   \n",
       "79         NaN              NaN                               2.0   \n",
       "80         NaN              NaN                               2.0   \n",
       "81         NaN              NaN                               1.0   \n",
       "82         NaN              NaN                               5.0   \n",
       "83         NaN              NaN                               1.0   \n",
       "\n",
       "   מספר הכרטיסים האדומים לקבוצת הבית  מספר הכרטיסים הצהובים לקבוצת המתארחת  \\\n",
       "0                                NaN                                   NaN   \n",
       "1                                NaN                                   NaN   \n",
       "2                                NaN                                   NaN   \n",
       "3                                NaN                                   NaN   \n",
       "4                                NaN                                   NaN   \n",
       "5                                1.0                                   1.0   \n",
       "6                                0.0                                   3.0   \n",
       "7                                1.0                                   0.0   \n",
       "8                                0.0                                   4.0   \n",
       "9                                0.0                                   3.0   \n",
       "10                               0.0                                   1.0   \n",
       "11                               0.0                                   1.0   \n",
       "12                               0.0                                   5.0   \n",
       "13                               0.0                                   2.0   \n",
       "14                               0.0                                   3.0   \n",
       "15                               0.0                                   3.0   \n",
       "16                               1.0                                   5.0   \n",
       "17                               0.0                                   3.0   \n",
       "18                               0.0                                   4.0   \n",
       "19                               0.0                                   0.0   \n",
       "20                               0.0                                   1.0   \n",
       "21                               0.0                                   2.0   \n",
       "22                               0.0                                   3.0   \n",
       "23                               1.0                                   2.0   \n",
       "24                               0.0                                   3.0   \n",
       "25                               1.0                                   3.0   \n",
       "26                               0.0                                   4.0   \n",
       "27                               0.0                                   2.0   \n",
       "28                               0.0                                   2.0   \n",
       "29                               0.0                                   2.0   \n",
       "..                               ...                                   ...   \n",
       "54                               0.0                                   1.0   \n",
       "55                               1.0                                   2.0   \n",
       "56                               1.0                                   3.0   \n",
       "57                               4.0                                   0.0   \n",
       "58                               0.0                                   2.0   \n",
       "59                               0.0                                   3.0   \n",
       "60                               0.0                                   4.0   \n",
       "61                               0.0                                   1.0   \n",
       "62                               0.0                                   0.0   \n",
       "63                               0.0                                   2.0   \n",
       "64                               0.0                                   4.0   \n",
       "65                               0.0                                   1.0   \n",
       "66                               0.0                                   2.0   \n",
       "67                               0.0                                   1.0   \n",
       "68                               0.0                                   3.0   \n",
       "69                               0.0                                   2.0   \n",
       "70                               0.0                                   3.0   \n",
       "71                               0.0                                   2.0   \n",
       "72                               0.0                                   6.0   \n",
       "73                               2.0                                   1.0   \n",
       "74                               0.0                                   2.0   \n",
       "75                               3.0                                   0.0   \n",
       "76                               0.0                                   2.0   \n",
       "77                               1.0                                   1.0   \n",
       "78                               0.0                                   3.0   \n",
       "79                               0.0                                   2.0   \n",
       "80                               0.0                                   1.0   \n",
       "81                               0.0                                   0.0   \n",
       "82                               0.0                                   4.0   \n",
       "83                               0.0                                   1.0   \n",
       "\n",
       "   מספר הכרטיסים האדומים לקבוצת המתארחת  \n",
       "0                                   NaN  \n",
       "1                                   NaN  \n",
       "2                                   NaN  \n",
       "3                                   NaN  \n",
       "4                                   NaN  \n",
       "5                                   3.0  \n",
       "6                                   0.0  \n",
       "7                                   0.0  \n",
       "8                                   0.0  \n",
       "9                                   2.0  \n",
       "10                                  0.0  \n",
       "11                                  0.0  \n",
       "12                                  1.0  \n",
       "13                                  0.0  \n",
       "14                                  0.0  \n",
       "15                                  0.0  \n",
       "16                                  0.0  \n",
       "17                                  1.0  \n",
       "18                                  1.0  \n",
       "19                                  0.0  \n",
       "20                                  0.0  \n",
       "21                                  0.0  \n",
       "22                                  0.0  \n",
       "23                                  0.0  \n",
       "24                                  0.0  \n",
       "25                                  0.0  \n",
       "26                                  0.0  \n",
       "27                                  0.0  \n",
       "28                                  0.0  \n",
       "29                                  1.0  \n",
       "..                                  ...  \n",
       "54                                  0.0  \n",
       "55                                  0.0  \n",
       "56                                  0.0  \n",
       "57                                  0.0  \n",
       "58                                  0.0  \n",
       "59                                  0.0  \n",
       "60                                  0.0  \n",
       "61                                  0.0  \n",
       "62                                  0.0  \n",
       "63                                  0.0  \n",
       "64                                  0.0  \n",
       "65                                  0.0  \n",
       "66                                  0.0  \n",
       "67                                  0.0  \n",
       "68                                  0.0  \n",
       "69                                  0.0  \n",
       "70                                  0.0  \n",
       "71                                  0.0  \n",
       "72                                  0.0  \n",
       "73                                  1.0  \n",
       "74                                  0.0  \n",
       "75                                  0.0  \n",
       "76                                  1.0  \n",
       "77                                  0.0  \n",
       "78                                  0.0  \n",
       "79                                  0.0  \n",
       "80                                  0.0  \n",
       "81                                  0.0  \n",
       "82                                  0.0  \n",
       "83                                  0.0  \n",
       "\n",
       "[84 rows x 56 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.dropna(how='all',axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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