|
@@ -190,6 +190,46 @@
|
|
|
"df.head(3)"
|
|
|
]
|
|
|
},
|
|
|
+ {
|
|
|
+ "cell_type": "code",
|
|
|
+ "execution_count": 188,
|
|
|
+ "metadata": {},
|
|
|
+ "outputs": [
|
|
|
+ {
|
|
|
+ "data": {
|
|
|
+ "text/plain": [
|
|
|
+ "count 7.000000\n",
|
|
|
+ "mean 48.285714\n",
|
|
|
+ "std 8.459990\n",
|
|
|
+ "min 36.000000\n",
|
|
|
+ "25% 41.500000\n",
|
|
|
+ "50% 53.000000\n",
|
|
|
+ "75% 54.000000\n",
|
|
|
+ "max 58.000000\n",
|
|
|
+ "Name: CliffSide, dtype: float64"
|
|
|
+ ]
|
|
|
+ },
|
|
|
+ "execution_count": 188,
|
|
|
+ "metadata": {},
|
|
|
+ "output_type": "execute_result"
|
|
|
+ }
|
|
|
+ ],
|
|
|
+ "source": [
|
|
|
+ "n_sessions = df.groupby('Rat').CliffSide.count()\n",
|
|
|
+ "n_sessions[n_sessions > 10].describe()"
|
|
|
+ ]
|
|
|
+ },
|
|
|
+ {
|
|
|
+ "cell_type": "code",
|
|
|
+ "execution_count": null,
|
|
|
+ "metadata": {
|
|
|
+ "collapsed": true
|
|
|
+ },
|
|
|
+ "outputs": [],
|
|
|
+ "source": [
|
|
|
+ "n_sessions[n_sessions > 10].describe"
|
|
|
+ ]
|
|
|
+ },
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
"execution_count": 5,
|
|
@@ -2213,6 +2253,26 @@
|
|
|
" g.add_legend()"
|
|
|
]
|
|
|
},
|
|
|
+ {
|
|
|
+ "cell_type": "code",
|
|
|
+ "execution_count": 192,
|
|
|
+ "metadata": {},
|
|
|
+ "outputs": [
|
|
|
+ {
|
|
|
+ "data": {
|
|
|
+ "text/plain": [
|
|
|
+ "(43.619805161512005, 15.664389987590203)"
|
|
|
+ ]
|
|
|
+ },
|
|
|
+ "execution_count": 192,
|
|
|
+ "metadata": {},
|
|
|
+ "output_type": "execute_result"
|
|
|
+ }
|
|
|
+ ],
|
|
|
+ "source": [
|
|
|
+ "dfj.Time.mean(), dfj.Time.std()"
|
|
|
+ ]
|
|
|
+ },
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
"execution_count": 89,
|
|
@@ -2568,6 +2628,54 @@
|
|
|
"dfj.head()"
|
|
|
]
|
|
|
},
|
|
|
+ {
|
|
|
+ "cell_type": "code",
|
|
|
+ "execution_count": 194,
|
|
|
+ "metadata": {},
|
|
|
+ "outputs": [
|
|
|
+ {
|
|
|
+ "data": {
|
|
|
+ "text/plain": [
|
|
|
+ "CliffType\n",
|
|
|
+ "Real 45.608110\n",
|
|
|
+ "Static 40.885753\n",
|
|
|
+ "VR 44.533757\n",
|
|
|
+ "Name: Time, dtype: float64"
|
|
|
+ ]
|
|
|
+ },
|
|
|
+ "execution_count": 194,
|
|
|
+ "metadata": {},
|
|
|
+ "output_type": "execute_result"
|
|
|
+ }
|
|
|
+ ],
|
|
|
+ "source": [
|
|
|
+ "dfj.groupby('CliffType').Time.mean()"
|
|
|
+ ]
|
|
|
+ },
|
|
|
+ {
|
|
|
+ "cell_type": "code",
|
|
|
+ "execution_count": 195,
|
|
|
+ "metadata": {},
|
|
|
+ "outputs": [
|
|
|
+ {
|
|
|
+ "data": {
|
|
|
+ "text/plain": [
|
|
|
+ "CliffType\n",
|
|
|
+ "Real 17.804234\n",
|
|
|
+ "Static 13.648970\n",
|
|
|
+ "VR 15.211098\n",
|
|
|
+ "Name: Time, dtype: float64"
|
|
|
+ ]
|
|
|
+ },
|
|
|
+ "execution_count": 195,
|
|
|
+ "metadata": {},
|
|
|
+ "output_type": "execute_result"
|
|
|
+ }
|
|
|
+ ],
|
|
|
+ "source": [
|
|
|
+ "dfj.groupby('CliffType').Time.std()"
|
|
|
+ ]
|
|
|
+ },
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
"execution_count": 143,
|
|
@@ -7674,7 +7782,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 149,
|
|
|
+ "execution_count": 165,
|
|
|
"metadata": {},
|
|
|
"outputs": [
|
|
|
{
|
|
@@ -7701,6 +7809,7 @@
|
|
|
" <th>CliffJumps</th>\n",
|
|
|
" <th>SafeJumps</th>\n",
|
|
|
" <th>PercSafe</th>\n",
|
|
|
+ " <th>N</th>\n",
|
|
|
" </tr>\n",
|
|
|
" </thead>\n",
|
|
|
" <tbody>\n",
|
|
@@ -7709,31 +7818,34 @@
|
|
|
" <td>38</td>\n",
|
|
|
" <td>75</td>\n",
|
|
|
" <td>0.663717</td>\n",
|
|
|
+ " <td>113</td>\n",
|
|
|
" </tr>\n",
|
|
|
" <tr>\n",
|
|
|
" <th>Static</th>\n",
|
|
|
" <td>56</td>\n",
|
|
|
" <td>54</td>\n",
|
|
|
" <td>0.490909</td>\n",
|
|
|
+ " <td>110</td>\n",
|
|
|
" </tr>\n",
|
|
|
" <tr>\n",
|
|
|
" <th>VR</th>\n",
|
|
|
" <td>44</td>\n",
|
|
|
" <td>70</td>\n",
|
|
|
" <td>0.614035</td>\n",
|
|
|
+ " <td>114</td>\n",
|
|
|
" </tr>\n",
|
|
|
" </tbody>\n",
|
|
|
"</table>\n",
|
|
|
"</div>"
|
|
|
],
|
|
|
"text/plain": [
|
|
|
- " CliffJumps SafeJumps PercSafe\n",
|
|
|
- "Real 38 75 0.663717\n",
|
|
|
- "Static 56 54 0.490909\n",
|
|
|
- "VR 44 70 0.614035"
|
|
|
+ " CliffJumps SafeJumps PercSafe N\n",
|
|
|
+ "Real 38 75 0.663717 113\n",
|
|
|
+ "Static 56 54 0.490909 110\n",
|
|
|
+ "VR 44 70 0.614035 114"
|
|
|
]
|
|
|
},
|
|
|
- "execution_count": 149,
|
|
|
+ "execution_count": 165,
|
|
|
"metadata": {},
|
|
|
"output_type": "execute_result"
|
|
|
}
|
|
@@ -7743,7 +7855,7 @@
|
|
|
" columns=['CliffJumps', 'SafeJumps'], \n",
|
|
|
" index=['Real', 'Static', 'VR'])\n",
|
|
|
"dd['PercSafe'] = dd['SafeJumps'] / dd.sum(axis=1)\n",
|
|
|
- "\n",
|
|
|
+ "dd['N'] = dd['CliffJumps'] + dd['SafeJumps']\n",
|
|
|
"dd"
|
|
|
]
|
|
|
},
|
|
@@ -7915,6 +8027,38 @@
|
|
|
"data.loc['VR']"
|
|
|
]
|
|
|
},
|
|
|
+ {
|
|
|
+ "cell_type": "code",
|
|
|
+ "execution_count": 169,
|
|
|
+ "metadata": {
|
|
|
+ "collapsed": true
|
|
|
+ },
|
|
|
+ "outputs": [],
|
|
|
+ "source": [
|
|
|
+ "from seaborn.algorithms import bootstrap"
|
|
|
+ ]
|
|
|
+ },
|
|
|
+ {
|
|
|
+ "cell_type": "code",
|
|
|
+ "execution_count": 174,
|
|
|
+ "metadata": {},
|
|
|
+ "outputs": [
|
|
|
+ {
|
|
|
+ "data": {
|
|
|
+ "text/plain": [
|
|
|
+ "9.0906258860432718"
|
|
|
+ ]
|
|
|
+ },
|
|
|
+ "execution_count": 174,
|
|
|
+ "metadata": {},
|
|
|
+ "output_type": "execute_result"
|
|
|
+ }
|
|
|
+ ],
|
|
|
+ "source": [
|
|
|
+ "bootstrap(data.loc['VR']['', n_boot=1000)\n",
|
|
|
+ "#data.loc['VR']"
|
|
|
+ ]
|
|
|
+ },
|
|
|
{
|
|
|
"cell_type": "markdown",
|
|
|
"metadata": {},
|