diff --git a/docs/reference/instruments.md b/docs/reference/instruments.md new file mode 100644 index 0000000..f1b3424 --- /dev/null +++ b/docs/reference/instruments.md @@ -0,0 +1,3 @@ +# Survey Instruments + +::: circumplex.instrument diff --git a/docs/tutorials/Intro_to_SSM_Analysis.ipynb b/docs/tutorials/Intro_to_SSM_Analysis.ipynb index c6e4f74..721c11d 100644 --- a/docs/tutorials/Intro_to_SSM_Analysis.ipynb +++ b/docs/tutorials/Intro_to_SSM_Analysis.ipynb @@ -5,7 +5,9 @@ "source": [ "# Introduction to SSM Analysis\n", "\n", - "Reproduced from the introductory vignette for [R Circumplex](https://circumplex.jmgirard.com/articles/introduction-to-ssm-analysis.html), by Girard J, Zimmermann J, Wright A (2023). circumplex: Analysis and Visualization of Circular Data. https://github.com/jmgirard/circumplex, http://circumplex.jmgirard.com/.\n" + "Reproduced from the introductory vignette for [R Circumplex](https://circumplex.jmgirard.com/articles/introduction-to-ssm-analysis.html), by Girard J, Zimmermann J, Wright A (2023). circumplex: Analysis and Visualization of Circular Data. https://github.com/jmgirard/circumplex, http://circumplex.jmgirard.com/.\n", + "\n", + "If you find this tutorial useful, **please cite Girard, Zimmermann, & Wright (2023)**. I am reproducing it here to demonstrate the equivalence between the R and Python versions of the package. The original R version of this vignette can be found [here](https://circumplex.jmgirard.com/articles/introduction-to-ssm-analysis.html)." ], "metadata": { "collapsed": false @@ -14,13 +16,13 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 1, "id": "initial_id", "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2023-11-14T17:48:46.479051Z", - "start_time": "2023-11-14T17:48:46.476733Z" + "end_time": "2023-11-25T21:31:38.341354Z", + "start_time": "2023-11-25T21:31:37.575862Z" } }, "outputs": [], @@ -39,7 +41,11 @@ "\n", "### Circumplex models, scales, and data\n", "\n", - "Circumplex models are popular within many areas of psychology because they offer a parsimonious account of complex psychological domains, such as emotion and interpersonal functioning. [...]\n", + "Circumplex models are popular within many areas of psychology because they offer a parsimonious account of complex psychological domains, such as emotion and interpersonal functioning. This parsimony is achieved by understanding phenomena in a domain as being a \"blend\" of two primary dimensions. For instance, circumplex models of emotion typically represent affective phenomena as a blend of *valence* (pleasantness versus unpleasantness) and *arousal* (activity versus passivity), whereas circumplex models of interpersonal functioning typically represent interpersonal phenomena as a blend of *communion* (affiliation versus separation) and *agency* (dominance versus submissiveness). These models are often depicted as circles around the intersection of the two dimensions (see figure). Any given phenomenon can be located within this circular space through reference to the two underlying dimensions (e.g. anger is a blend of unpleasantness and activity).\n", + "\n", + "Circumplex scales contain multiple subscales that attempt to measure different blends of the two primary dimensions (i.e., different parts of the circle). Although there have historically been circumplex scales with as many as sixteen subscales, it has become most common to use eight subscales: one for each “pole” of the two primary dimensions and one for each “quadrant” that combines the two dimensions. In order for a set of subscales to be considered circumplex, they must exhibit certain properties. Circumplex fit analyses can be used to quantify these properties.\n", + "\n", + "Circumplex data is composed of scores on a set of circumplex scales for one or more participants (e.g., persons or organizations). Such data is usually collected via self-report, informant-report, or observational ratings in order to locate psychological phenomena within the circular space of the circumplex model. For example, a therapist might want to understand the interpersonal problems encountered by an individual patient, a social psychologist might want to understand the emotional experiences of a group of participants during an experiment, and a personality psychologist might want to understand what kind of interpersonal behaviors are associated with a trait (e.g., extraversion). \n", "\n" ], "metadata": { @@ -49,7 +55,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 22, "outputs": [ { "data": { @@ -86,8 +92,8 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T17:48:46.568782Z", - "start_time": "2023-11-14T17:48:46.480195Z" + "end_time": "2023-11-25T21:43:42.567535Z", + "start_time": "2023-11-25T21:43:42.472661Z" } }, "id": "b2b2c99827c47a27" @@ -97,7 +103,7 @@ "source": [ "### The Structural Summary Method\n", "\n", - "The Structural Summary Method (SSM) is a technique for analyzing circumplex data that offers practical and interpretive benefits over alternative techniques. [...]" + "The Structural Summary Method (SSM) is a technique for analyzing circumplex data that offers practical and interpretive benefits over alternative techniques. It consists of fitting a cosine curve to the data, which captures the pattern of correlations among scores associated with a circumplex scale (i.e., mean scores on circumplex scales or correlations between circumplex scales and an external measure). By plotting a set of example scores below, we can gain a visual intuition that a cosine curve makes sense in this case. First, we can examine the scores with a bar chart ignoring the circular relationship among them." ], "metadata": { "collapsed": false @@ -106,28 +112,306 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 23, + "outputs": [ + { + "data": { + "text/plain": "
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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from circumplex.datasets import JZ2017\n", + "import matplotlib.pyplot as plt\n", + "\n", + "jz_data = JZ2017\n", + "r = jz_data.ssm_analyse(measures = [\"NARPD\"])\n", + "plt.figure(figsize=(8, 5))\n", + "plt.bar(r.results[0].scores.index, r.results[0].scores.values, color='red')\n", + "plt.ylim(0, 0.5)\n", + "plt.ylabel(\"Score\")\n", + "plt.xlabel(\"Scale\")\n", + "plt.title(\"NARPD Scores\")\n", + "plt.grid(True)\n", + "plt.show()" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2023-11-25T21:46:03.189990Z", + "start_time": "2023-11-25T21:46:03.095799Z" + } + }, + "id": "21f5a12726008489" + }, + { + "cell_type": "markdown", + "source": [ + "Next, we can leverage the fact that these subscales have specific angular displacements in the circumplex model (and that 0 and 360 degrees are the same) to create a path diagram.\n" + ], + "metadata": { + "collapsed": false + }, + "id": "cafd4ba1e88bf65f" + }, + { + "cell_type": "code", + "execution_count": 24, "outputs": [ { "data": { - "text/plain": "
", - "image/png": 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" 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ - "fig, ax = plt.subplots(figsize=(6, 4))\n" + "fig, ax = circumplex.profile_plot(r.results[0].amplitude, r.results[0].displacement, r.results[0].elevation, r.results[0].r2, r.results[0].angles, r.results[0].scores, r.results[0].label, incl_amp=False, incl_disp=False, incl_pred=False, incl_fit=False, reorder_scales=True);\n", + "\n", + "ax.grid(True)\n", + "plt.ylim(0, 0.5)\n", + "plt.xlabel(\"Angle\")\n", + "plt.title(\"Scores by Angle\")\n", + "plt.show()" ], "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T17:48:46.615165Z", - "start_time": "2023-11-14T17:48:46.571692Z" + "end_time": "2023-11-25T21:47:01.581122Z", + "start_time": "2023-11-25T21:47:01.479048Z" + } + }, + "id": "c90c1bcb4a07781b" + }, + { + "cell_type": "markdown", + "source": [ + "This already looks like a cosine curve, and we can finally use the SSM to estimate the parameters of the curve that best fits the observed data. By plotting it alongside the data, we can get a sense of how well the model fits our example data." + ], + "metadata": { + "collapsed": false + }, + "id": "933eea60765a4afe" + }, + { + "cell_type": "code", + "execution_count": 25, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": 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zJUNDQ4oXL46vr2/ksJzYRAzBefLkSaxt2rZty7hx4yhUqBAlS5ZMcFxCpBYyXEGIVGrYsGGYmZnRvXt3/Pz8or1+69YtZs6cCUD9+vUBov3Cnj59OgANGjQA1GEFn9+xAyJ/mcZ1yMLXNG/eHH19fcaMGRPtPIqi8PLly1j31dPTo2nTpmzdujXG1Z0ijhcx+/zgwYORr71//55ly5bFO15nZ2eOHz/O4sWLefHiRZShCqBWkwgLC2Ps2LHR9g0NDY0yFvNLWbJkoVq1asyfPz/GxOb58+eRz7/sl7Rp05I3b94oPxMzMzOAr54zsUTc7f38Z3jixAmOHTsWpV2aNGlijCk+116/fn2OHz/OyZMno7we293z2MyZMyfyuaIozJkzB0NDQ2rWrBmlXceOHbly5QpDhw5FX18/SiWN2Pj6+nL//v1o29+8ecOxY8fImDFj5F39/fv3R3vvw3/j5r9217h79+6MGjUqWkk3IX5UcidXiFQqT548rF69OrIM1Ocrnh09epQNGzbQpUsXAEqUKEHnzp1ZsGABb968wdHRkZMnT7Js2TKaNm0aWRN22bJl/P333zRr1ow8efIQEBDAwoULSZ8+fWSi/L0xjxs3juHDh3P37l2aNm1KunTpuHPnDps2baJnz54MGTIk1v0nTJjA7t27cXR0pGfPnhQqVIgnT56wYcMGDh8+TIYMGahTpw42NjZ069YtMlFZvHgxlpaWMSYiX9O6dWuGDBnCkCFDyJQpU7S7jo6OjvTq1YuJEydy7tw56tSpg6GhIb6+vmzYsIGZM2dGqan7pblz51K5cmWKFStGjx49yJ07N35+fhw7doyHDx9y/vx5AAoXLky1atWwt7cnU6ZMnD59mo0bN0YZ62lvbw/AgAEDcHJyinOClhANGzbE3d2dZs2a0aBBA+7cucO8efMoXLgw7969i2xnampK4cKFWbduHfnz5ydTpkwULVqUokWLxvnahw0bxooVK6hbty4DBw6MLCFma2sb53HJJiYm7Ny5k86dO1OuXDl27NjB9u3bGTFiRLQhJQ0aNCBz5sxs2LCBevXqxVi79kvnz5+nXbt21KtXjypVqpApUyYePXrEsmXLePz4MTNmzIj8w6B///4EBgbSrFkzChYsGPnvdd26ddjZ2eHi4hLreWxtbXVu6WYhtEobJR2EEMnnxo0bSo8ePRQ7OzvFyMhISZcunVKpUiVl9uzZUcozhYSEKGPGjFFy5cqlGBoaKjlz5lSGDx8epY2Pj4/Stm1bxcbGRjE2NlayZMmiNGzYUDl9+nSUcxJLSaqIckwRYirbpSiK4ubmplSuXFkxMzNTzMzMlIIFCyp9+/ZVrl+//s3rvXfvntKpUyfF0tJSMTY2VnLnzq307ds3SkmrM2fOKOXKlVOMjIwUGxsbZfr06bGWEPtWaa5KlSrFWH7tcwsWLFDs7e0VU1NTJV26dEqxYsWUYcOGKY8fP/7m9dy6dUvp1KmTYmVlpRgaGirW1tZKw4YNlY0bN0a2GTdunFK2bFklQ4YMiqmpqVKwYEFl/PjxUcpOhYaGKv3791csLS0VjUYTpZxYXH9enTt3VszMzKLF6OjoqBQpUiTy+/DwcGXChAmKra2tYmxsrJQqVUrZtm2b0rlzZ8XW1jbKvkePHlXs7e0VIyOjaHHE5doVRVEuXLigODo6KiYmJoq1tbUyduxYZdGiRXEuIWZmZqbcunVLqVOnjpImTRola9asyqhRo5SwsLAY9+nTp48CKKtXr/7qsSP4+fkpkyZNUhwdHZVs2bIpBgYGSsaMGZUaNWpEu5YdO3YoXbt2VQoWLKikTZtWMTIyUvLmzav0799f8fPzi9I2Lu9PKSEmfmQaRYnhcxEhhBBCxGjw4MEsWrSIp0+fRg65EELoHhmTK4QQQsTRx48fWblyJS1atJAEVwgdJ2NyhRBCiG949uwZe/fuZePGjbx8+ZKBAwdqOyQhxDdIkiuEEEJ8w5UrV2jfvj1ZsmRh1qxZUqJLiBRAp4crzJ07Fzs7O0xMTChXrlyUEjFfWrp0KRqNJsrDxMQkGaMVQgiRWlWrVg1FUfDz84u2QpkQQjfpbJK7bt06XF1dGTVqFD4+PpQoUQInJ6evLoOZPn16njx5EvmIb3F3IYQQQgiROuhskjt9+nR69OiBi4sLhQsXZt68eaRJk4bFixfHuo9Go8HKyirykTVr1mSMWAghhBBC6AqdHJMbHBzMmTNnGD58eOQ2PT09atWqFW3FnM+9e/cucnnS0qVLM2HCBIoUKRJj26CgoCirAYWHh/Pq1SsyZ86crMtfCiGEEEKIuFEUhYCAALJnz46e3tfv1epkkvvixQvCwsKi3YnNmjUr165di3GfAgUKsHjxYooXL87bt2+ZOnUqFStW5PLly+TIkSNa+4kTJzJmzJgkiV8IIYQQQiSdBw8exJjffU4nk9yEqFChAhUqVIj8vmLFihQqVIj58+fHuG788OHDcXV1jfz+7du32NjYcOfOHdKlS5fk8YaEhLB//36qV6+OoaFhkp8vJZG+iZn0S+ykb2Im/RI76ZuYSb/ETvpGNwQEBJArV6445Wo6meRaWFigr6+Pn59flO1+fn5YWVnF6RiGhoaUKlWKmzdvxvi6sbExxsbG0bZnypSJ9OnTxz/oeAoJCSFNmjRkzpxZ/rF8QfomZtIvsZO+iZn0S+ykb2Im/RI76RvdENH3cRlaqpMTz4yMjLC3t8fLyytyW3h4OF5eXlHu1n5NWFgYFy9eJFu2bEkVphBCCCGE0FE6eScXwNXVlc6dO+Pg4EDZsmWZMWMG79+/x8XFBYBOnTphbW3NxIkTAfjjjz8oX748efPm5c2bN0yZMoV79+7RvXt3bV6GEEIIIYTQAp1Ncp2dnXn+/Dm///47T58+pWTJkuzcuTNyMtr9+/ejzKp7/fo1PXr04OnTp2TMmBF7e3uOHj1K4cKFtXUJQgghhBBCS3Q2yQXo169frCvLeHt7R/n+r7/+4q+//kqGqIQQQgghhK7TyTG5QgghhBBCfA9JcoUQQgghRKojSa4QQgghhEh1JMkVQgghhBCpjiS5QgghhBAi1ZEkVwghhBBCpDqS5AohhBBCiFRHklwhhBBCCJHqSJIrhBBCCCFSHUlyhRBCCCFEqiNJrhBCCCGESHUkyRVCCCGEEKmOJLlCCCGEECLVkSRXCCGEEEKkOpLkCiGEEEKIVEeSXCGEEEIIkepIkiuEEEIIIVIdSXKFEEIIIUSqI0muEEIIIYRIdSTJFUIIIYQQqY4kuUIIIYQQItWRJFcIIYQQQqQ6kuQKIYQQQohUR5JcIYQQQgiR6kiSK4QQQgghUh1JcoUQQgghRKojSa4QQgghhEh1JMkVQgghhBCpjiS5QgghhBAi1ZEkVwghhBBCpDqS5AohhBBCiFRHklwhhBBCCJHqSJIrhBBCCCFSHUlyhRBCCCFEqiNJrhBCCCGESHUkyRVCCCGEEKmOJLlCCCGEECLVkSRXCCGEEEKkOpLkCiGEEEKIVEeSXCGEEEIIkepIkiuEEEIIIVIdSXKFEEIIIUSqI0muEEIIIYRIdSTJFUIIIYQQqY4kuUIIIYQQItWRJFcIIYQQQqQ6kuQKIYQQQohUR5JcIYQQQgiR6kiSK4QQQgghUh1JcoUQQgghRKqj00nu3LlzsbOzw8TEhHLlynHy5Mk47bd27Vo0Gg1NmzZN2gCFSC5hYWgOHMD64EE0Bw5AWJi2IxJCCCF0ms4muevWrcPV1ZVRo0bh4+NDiRIlcHJy4tmzZ1/d7+7duwwZMoQqVaokU6RCJDF3d7Czw6B2bRymT8egdm2ws1O3CyGEECJGOpvkTp8+nR49euDi4kLhwoWZN28eadKkYfHixbHuExYWRvv27RkzZgy5c+dOxmiFSCLu7tCyJTx8GHX7o0fqdkl0hRBCiBgZaDuAmAQHB3PmzBmGDx8euU1PT49atWpx7NixWPf7448/yJIlC926dePQoUNfPUdQUBBBQUGR3/v7+wMQEhJCSEjId17Bt0WcIznOldJI33wSFobBgAGgKGi+fE1RUDQaGDiQ0Pr1QV9fGxHqDHnPxEz6JXbSNzGTfomd9I1uiE//62SS++LFC8LCwsiaNWuU7VmzZuXatWsx7nP48GEWLVrEuXPn4nSOiRMnMmbMmGjbd+/eTZo0aeIdc0Lt2bMn2c6V0vzofZP54kUqP3oU6+saRYGHDwm2tSXAxobALFkiHx8sLQnMkoXg9OlBEy1FTrV+9PdMbKRfYid9EzPpl9hJ32hXYGBgnNvqZJIbXwEBAXTs2JGFCxdiYWERp32GDx+Oq6tr5Pf+/v7kzJmTOnXqkD59+qQKNVJISAh79uyhdu3aGBoaJvn5UhLpG5Xm06cL32L27BlmsYxVV9KkARsbFDs7FBsbsLVVv0Z8nzUr6OnsqKU4k/dMzKRfYid9EzPpl9hJ3+gG/zj+bgQdTXItLCzQ19fHz88vynY/Pz+srKyitb916xZ3796lUaNGkdvCw8MBMDAw4Pr16+TJkyfKPsbGxhgbG0c7lqGhYbK+eZP7fCnJD983OXPGrd3kyWBuDvfuwd276uPePXj8GE1gIFy7hiaWT0AwNgZbW/VhZ/ff14jn2bKlqKEQP/x7JhbSL7GTvomZ9EvspG+0Kz59r5NJrpGREfb29nh5eUWWAQsPD8fLy4t+/fpFa1+wYEEuXrwYZdtvv/1GQEAAM2fOJGdckwUhdEV4OHh4fL2NRgM5csBPP8WciAYFwYMH/yW9n3+9e1edvBYUBDduqI+YGBqqyXZMCbCdHVhbg4FO/jcihBDiB6ezv51cXV3p3LkzDg4OlC1blhkzZvD+/XtcXFwA6NSpE9bW1kycOBETExOKFi0aZf8MGTIARNsuhM4LDISOHaNWTtBoQFGifg8wY0bsd1qNjSFvXvURk5AQlAcP8L94kZc+PoT6+qL34AFGT56Q9uVLzP390Q8Jgdu31UcMwvX0CMmaFWxtMcqXD02uXFHvCufMCUZG8e6CePm8hrCZGVSvnqLuPgshhEgaOpvkOjs78/z5c37//XeePn1KyZIl2blzZ+RktPv376OXCsYSChHFs2fQuDGcOKEmh0uWgIkJDBwYtYxYjhxqgtu8eZwP7efnh4+PD2fPnuX8+fP4+vpy69atWMc36QHZAbtPD9svvtoAxuHhGD95Ak+ewPHj0Y6haDRgbY0mtuEQNjbq9SWUuzsMHIjBw4c4AEyfrvbNzJnx6hshhBCpj84muQD9+vWLcXgCgLe391f3Xbp0aeIHJERSunED6tVT75pmzKgOV6haVX2tSRNC9+/n3I4dlKxXD4Nv3K1UFAVfX1+8vb3Zv38/hw4d4tFXKjVkz54dKysrLC0tsbCwIHPmzJiYmGBsbIyRkRH6+voEBQXh++EDFz58ICAggOd+foQ+fIjJ06ekffmSnOHh0RJh008VIHj4EI4cifnkVlaxD4ewtYXYqp1E1BD+/A43/FdDeONGSXSFEOIHptNJrhA/jMOHoUkTePVKTe527ICCBf97XV8fxdGRR+/fU8LRMcYE9+PHj3h5ebFlyxa2bdvG48ePo7yu0WgoUKAApUuXplSpUhQoUIA8efKQK1cuTE1Nvyv80NBQ7t69y40bN7h24wYbLl7kzOnTPLt0iRzh4VES3/xGRhQ0NcXq40cMg4Lg6VP1EcOdYAAsLaMnvjlzQp8+0RNcULdpNDBokNqnMnRBCCF+SJLkCqFt69ZB587qJLCyZWHLFrW0VxwEBQWxbds2Vq9eza5du3j//n3ka0ZGRlSoUIFq1apRrVo1HBwcSJs2bZJcgoGBAXnz5iVv3rzUr18/cntgYCDnzp3jyJEjeHl58fehQ2qNw+BgALIZGdGqbFmalChBRWtrTJ4+/W9i3N274O8Pz5+rj1On4h6QoqiT7g4dgmrVEvNShRBCpBCS5AqhLYoCf/4Jv/yift+kCaxeHfvH85G7KRw5coTly5ezfv163rx5E/lajhw5aNy4MY0bN6Zq1arffYf2e6VJk4aKFStSsWJFhg4dSnBwMMePH2f79u1s2rQJX19fZh0+zKzDhzE1NaV58+Z07tePGjVqoK+vD2/exFwZ4uxZ9eu3PHmSpNcnhBBCd0mSK4Q2hIZC//4wb576/YAB6qSpr3y0HhAQwM6dO/ntt9+4dOlS5PYcOXLQvn17WrVqRenSpdHo8ApnRkZGVK1alapVqzJp0iSuXLmCu7s7q1ev5tq1a6xatYpVq1ZhY2ND79696d69OxYlSkCJElEP5O2tVlH4lmzZkuQ6hBBC6D4pTyBEcnv3Tr1rO2+eOnZ0xgy1GkAsCe7du3cZMGAAdnZ2zJs3j0uXLpEmTRq6dOmCl5cXd+/eZdKkSdjb2+t0gvsljUZDkSJFGDlyJFeuXOH48eP07t2bjBkzcv/+fYYPH07OnDnp1q0bFy5ciLpzlSpqFYXYrlejUcftVqmS9BcihBBCJ0mSK0RyevxYrZjg6amWznJzU8uDxeDy5ct06tSJvHnzMnv2bAICAsiePTvTpk3j0aNHLFmy5L+P9VM4jUZDuXLl+Pvvv3n8+DFLly7F3t6ejx8/snjxYkqUKEGjRo04HjE5TV9f/cNA3Tn6ARXl6zWEhRBCpHqS5AqRXC5dgvLl1fGklpbqR+7NmkVr5uPjQ7NmzShatCgrVqwgLCyM2rVr4+npyZw5c+jfv3/kYiepkYmJCZ07d+bUqVMcPXoUZ2dn9PT02LZtGxUqVKBWrVp4e3ujNGumlgmzto75QCnorrYQQojEJ0muEMnBywsqVVJn/BcooJbLKlcuShNfX1+cnZ2xt7fHw8MDjUZD8+bNOXXqFLt376ZWrVo/1AIoGo2GChUqsHbtWq5du0bXrl0xMDDAy8uL6tWrU7t2bc7Y2sLdu4Tu2cNpV1dC9+wBV1f1AC4usa7UJoQQIvX7cX5jCqEty5ZB3bpqOawqVeDoUcidO/LlJ0+e0Lt3bwoXLsz69evRaDS0a9eOy5cv4+bmhoODgxaD1w358uVj0aJF3Lx5k759+2JkZISXlxcODg6069iR2zY2PKpaFcXRESZNgooV4e1baN1aLc0mhBDihyNJrhBJRVFg9Gjo0kWtptCmDezeDZkyAWqN2wkTJpA3b17mzZtHaGgo9evX5+zZs6xatYpChQppNXxdZGtry5w5c7h+/TodOnRAo9GwZs0aihYtyuLFi3n79i0YGsLatZA5M5w5Az/9pO2whRBCaIEkuUIkheBg9ePyMWPU73/5BVatUiebAZ6enhQtWpRff/2VwMBAypcvz4EDB9i+fTslviyXJaKxs7NjxYoVnDlzhtq1axMSEsKWLVsixzErOXLAypVq47lz1QU3hBBC/FAkyRUisb15A/XqqcMU9PVh/nyYOBH09Lhz5w6NGzemQYMG3Lx5EysrK1auXMnRo0epWrWqtiNPcUqVKsXu3bvZtm0b2bNnx8/Pj06dOuHo6MhFa2sYMUJt2KMH3Lih3WCFEEIkK0lyhUhM9+5B5cqwbx+kTQtbt0LPnoSFhTFjxgyKFi3K1q1bMTAwYMiQIVy/fp327dunqPq2uqhOnTrMnDmTsWPHYmpqyqFDhyhVqhTDg4MJr1IFAgKgVSv48EHboQohhEgmkuQKkVh8fNQSYZcvQ/bscOgQ1KvHlStXqFy5MoMHDyYwMBBHR0cuXLjAlClTSJ8+vbajTjUMDQ35+eefuXbtGs2aNSMsLIxJU6fi+PgxwRkzwoUL6spyQgghfgiS5AqRGLZvVxd5ePoUihaF48cJKVKEcePGUapUKY4fP066dOmYP38++/btk0llScjGxgZ3d3c8PDywsrLi8K1b1H/9mnCAf/+FFSu0HaIQQohkIEmuEN/rn3+gcWN4/x5q1YLDh7kZFESVKlUYOXIkwcHBNGjQgCtXrtCzZ88fqtatNjVp0oQrV67QuXNnvIBPUwAJ69kTrlzRZmhCCCGSgfy2FSKhwsNh2DDo00d93qULyvbtLNq4kZIlS3LixAnMzc1ZsWIFW7duJUeOHNqO+IeTMWNGli5dyvbt21mSPTt7AP2PH3levTph/v7aDk8IIUQSkiRXiIT4+BHatoUpU9Tv//iDl1Om0KJNG7p378779+8jx95G1HMV2lO/fn3OX7rE+saNeQxYPnvGnvz5eXD/vrZDE0IIkUQkyRUivl68UIclrF+vLjywfDnHatWiZKlSbNq0CUNDQyZPnoyXlxc2NjbajlZ8kjFjRhZ4eHDu558JA+r6+fFnoUJ4eHhoOzQhhBBJQJJcIeLj5k11ydgjR8DcHGXnTma8fEnVqlV5+PAh+fPn5/jx4wwbNgx9fX1tRyu+oNFoqD9pEq8/rYL2Z2AgvzdrxrBhwwgNDdVydEIIIRKTJLlCxNWxY1ChAvj6gq0tAbt20ervvxk8eDChoaG0bt2a06dPU7p0aW1HKr7B4s8/Ca9XD1NgA/DPlCnUrFmTp0+fajs0IYQQiUSSXCHiws0NatRQhyrY23Nl8WJKd+iAm5sbhoaGzJ49m7Vr15IuXTptRyriQk8PvRUrIGdOCgBLDAw4ePAgpUqV4tChQ9qOTgghRCKQJFeIr1EUmD5dXS3r40do2JBNAwdSplEjbt68iY2NDYcPH6Zfv34yuSylyZwZ1q0DAwNahobyR7ZsPH36lOrVqzNjxgwURdF2hEIIIb6DJLlCxCYsTF0h66efQFFQevfmj1KlaN6pE4GBgdSpUwcfHx/Kli2r7UhFQlWoAJMnA/Dby5f8Wq8eYWFhDB48mB49ehAcHKzlAIUQQiSUJLlCxOT9e2jeHObMASBo/HhaPn3KqLFjAXB1dWX79u1kzpxZm1GKxDB4MDRpgiY4mLHXrzN3wgT09PRYtGgRtWrV4vnz59qOUAghRAJIkivEl54+hWrVYMsWMDbm2dy5lF23DvdNmzAyMmLx4sVMmzYNAwMDbUcqEoNGA0uWgJ0dmtu36XP6NNu3bSN9+vQcOnSIMmXKcPHiRW1HKYQQIp4kyRXic1evQvnycPo0ZM7M1blzKTZmDBcuXCBLlizs378fFxcXbUcpElvGjP/VPXZ3p+6NGxw/fpy8efNy7949KlasyLZt27QdpRBCiHiQJFeICN7eag3ce/cgb172jR+Pw4ABPHv2jBIlSnDq1CkqVqyo7ShFUilTRp1kCDBkCIX8/Tlx4gQ1atTg3bt3NGnShHnz5mk3RiGEEHEmSa4QACtXQp068OYNVKjAkp49qd2nD4GBgTg5OXHo0CFZvexH0LevWkkjNBRatyYTsHPnTrp160Z4eDi9e/fm119/lcoLQgiRAkiSK35sigLjxkHHjhASgtKyJb9VqEDXYcMIDw+na9eubN26Verf/ig0Gvj3X8ibF+7fh86dMdTXZ+HChYwePRqACRMm0KVLF6m8IIQQOk6SXPHjCgmBHj1g5EgAwlxd6WhoyPhPH1n/8ccf/PvvvxgaGmozSpHc0qeHDRvA2Bi2bYNp09BoNIwaNYpFixahr6/P8uXLadiwIf7+/tqOVgghRCwkyRU/Jn9/aNAAFi0CPT2C//qLRlevsmrNGgwMDFi6dCkjR46UBR5+VCVLwqxZ6vPhw+HwYYDIO/tmZmbs2bOHatWqSYkxIYTQUZLkih/Pw4dQuTLs2QNp0vB+9WpqurmxY8cOTE1N2bp1K507d9Z2lELbevSA9u3VRUHatIFPyWy9evXw9vbG0tKSs2fPUrVqVR4+fKjlYIUQQnxJklzxYzl3DsqVg4sXwcqKVx4eVJ40icOHD2Nubs7u3bupW7eutqMUukCjgXnzoGBBePQIOnSA8HAAHBwcOHz4MDlz5uTatWtUrlyZmzdvajlgIYQQn5MkV/w4du2CKlXg8WMoXJhHbm5U6NePc+fOkSVLFry9valcubK2oxS6JG1adXyuqSns3g0TJkS+lD9/fg4fPky+fPm4d+8eVapUkUUjhBBCh0iSK34M//6rjsF99w6qV8d36VIqtGnDjRs3sLGx4dChQ5QsWVLbUQpdVLQo/P23+nzUKNi/P/KliPdO8eLFefr0KY6Ojpw4cUJLgQohhPicJLkidVMU+PVXdXxlWBh07MjVv/6iSqNGPHjwgIIFC3L48GHy58+v7UiFLuvSBVxc1OEKbduqSz9/kjVrVry9valQoQKvX7+mZs2aeHt7ay1UIYQQKklyReoVFKSOo4z4iPn337k8bBjV6tTBz8+PEiVKcPDgQXLmzKndOEXKMGeOelfXzw/atVP/aPokY8aM7N69m1q1avH+/XsaNGggia4QQmiZJLkidXr1Sl3BbPVqMDCAxYu52LIl1WvU4NmzZ5QqVQovLy8sLS21HalIKdKkUcfnmpmpQxbGjInyctq0adm6dSv16tUjMDCQ+vXrs2/fPi0FK4QQQpJckfrcvg0VK8LBg2ph/x07OF+6NDVq1OD58+fY29uzd+9eMmfOrO1IRUpTsCAsWKA+HzdOnYz2GRMTE9zd3alfvz4fPnygYcOGeHl5aSFQIYQQkuSK1OXkSahQAa5fhxw54PBhzllYUKNGDV68eEGZMmXYs2cPmTJl0nakIqVq1w569VLHe7dvr5YX+4wkukIIoRskyRWpx+bNUK0aPHumrlh14gTnw8OpUaMGr169oly5cuzevZuMGTNqO1KR0s2Yob7HXrxQF4oIDY3ysrGxMe7u7jRo0ICPHz/SsGFD9u7dq5VQhRDiRyVJrkgdZs2CZs3gwweoVw8OHuTKmzfUqlWL169fU758eXbt2kWGDBm0HalIDUxM1PG56dKpS/7+9lu0JsbGxri5udGoUSM+fvxIo0aNZDKaEEIkI0lyRcoWFgaDB8PAgerHx716wZYt3PTzo1atWrx48QJ7e3t27tyJubm5tqMVqUnevLB4sfp88mTYti1aE2NjYzZs2EDDhg0j7+geP348mQMVQogfkyS5IuUKDIRWrdSPjgEmTYJ//uHeo0fUrFmTJ0+eUKxYMXbt2iUJrkgaLVtC//7q806d4N69aE0iEt2I8mJ169bl7NmzyRyoEEL8eCTJFSnTs2dQowZs2gRGRrBmDfz8M4+fPKFmzZrcv3+fAgUKsGfPHqmiIJLWlClQpgy8fg3OzhAcHK2JiYkJHh4eVKpUibdv31KnTh2uXLmihWCFEOLHIUmuSHmuX1crKJw4ARkzwt690KYNz58/p1atWty6dYtcuXKxd+9esmbNqu1oRWpnbAzr10OGDOp78pdfYmxmZmbG9u3bcXBw4MWLF5HvVSGEEElDklyRshw6pNbAvX0bcueGY8egShVev35N7dq1uXr1Kjly5MDLy4scOXJoO1rxo7Czg2XL1Od//aV+whADc3Nzdu7cSdGiRXny2acOQgghEp8kuSLlWLcOatVSVzMrV05NcAsUIDAwkAYNGnD+/HmyZs2Kl5cXuXLl0na04kfTuDEMGaI+d3FR/xCLQebMmdmzZw/58+fn3r171KpVCz8/v2QMVAghfgyS5Ardpyjq7PU2bdTxjs2awb59kCULISEhtGrVimPHjpEhQ4bI5EEIrZgwQf2k4e1bdVLkx48xNrOysmLv3r3Y2tri6+tLvXr18Pf3T+ZghRAidZMkV+iWsDA0Bw5gffAgmgMHICgIevf+b5zjoEFqfdI0aQgPD6dbt254enpiamrKtm3bKFasmFbDFz84Q0NYuxYyZwYfH/jpp1ib5syZk71795IlSxbOnj1L06ZN+RhLUiyEECL+dDrJnTt3LnZ2dpiYmFCuXDlOnjwZa1t3d3ccHBzIkCEDZmZmlCxZkhUrViRjtOK7ubuDnR0GtWvjMH06BrVrq5N55s8HjQZmzlTHO+rroygKQ4cOZcWKFejr67NhwwYqVaqk7SsQAnLmhIj/e/7+Wx1mE4u8efOyY8cO0qVLx/79++nQoQNhYWHJFKgQQqRuOpvkrlu3DldXV0aNGoWPjw8lSpTAycmJZ8+exdg+U6ZM/Prrrxw7dowLFy7g4uKCi4sLu3btSubIRYK4u6s1Rx8+jLo94s7WsGEwYEDk5ilTpjB9+nQAFi9eTIMGDZIrUiG+rV49GDFCfd69O9y4EWvT0qVL4+HhgZGREW5ubvTr1w9FUZIpUCGESL10NsmdPn06PXr0wMXFhcKFCzNv3jzSpEnD4ogVhr5QrVo1mjVrRqFChciTJw8DBw6kePHiHD58OJkjF/EWFvbfimWxWb1abYea1P78888ATJ06lU6dOiVHlELEz5gx4OgI796p43M/fIi1aY0aNVi1ahUajYZ58+YxZsyYZAxUCCFSJwNtBxCT4OBgzpw5w/DhwyO36enpUatWLY4dO/bN/RVFYd++fVy/fp3JkyfH2CYoKIigoKDI7yMmfYSEhBASEvKdV/BtEedIjnPpOs2BAxh8eQf3Sw8eELp/P1v8/enRowcAP/30EwMGDPhh+lDeM7HT2b5ZtgyDsmXRXLhAeL9+hM2bF2vTJk2aMGvWLPr378+YMWOwsLCgV69e33V6ne0XHSB9EzPpl9hJ3+iG+PS/RtHBz8UeP36MtbU1R48epUKFCpHbhw0bxoEDBzhx4kSM+719+xZra2uCgoLQ19fn77//pmvXrjG2HT16dIx3S1avXk2aNGkS50JEnFgfPIjDp6EHX7OlTRtaubsTHBxMzZo16devHxqNJhkiFCLhLM6fp+Lo0WgUhTMDB/KwevWvtl+zZg3r1q1Do9EwdOhQKlasmEyRCiGE7gsMDKRdu3a8ffuW9OnTf7WtTt7JTah06dJx7tw53r17h5eXF66uruTOnZtq1apFazt8+HBcXV0jv/f39ydnzpzUqVPnm52WGEJCQtizZw+1a9fG0NAwyc+nyzRmZhCHJHeRpyfBwcE0aNCADRs2YGCQqt6+3yTvmdjpdN/Ur094aCj6Y8dSeuFCiru4QOHCsTavV68e5ubmLFiwgJkzZ9KgQYMof+zHh073i5ZJ38RM+iV20je6IT7lFnUyS7CwsEBfXz9agXQ/Pz+srKxi3U9PT4+8efMCULJkSa5evcrEiRNjTHKNjY0xNjaOtt3Q0DBZ37zJfT6dVL065MgRfdLZJ4pGwxM9Pbb5+1OmTBnWr1+PqalpMgepO+Q9Ezud7ZtRo+DYMTR792LYrh2cPAlmZrE2//vvv3ny5Albt26lefPmHDt2jHz58iX49DrbLzpA+iZm0i+xk77Rrvj0vU5OPDMyMsLe3h4vL6/IbeHh4Xh5ecXrjkZ4eHiUcbdCR+nrw2d31T+naDSgKPQLC8M2Vy62bt0qw0lEyqOvD6tWQbZscOWKWvv5KyPF9PX1WbNmDWXKlOHly5fUq1eP58+fJ2PAQgiR8iVaknvz5k2OHTvGja+UyokPV1dXFi5cyLJly7h69Sq9e/fm/fv3uLi4ANCpU6coE9MmTpzInj17uH37NlevXmXatGmsWLGCDh06JEo8Iont369+/eIO7UsTE1oA3hkz4unpSdasWZM/NiESQ5Ys6kIRenpqHd1YKsVEMDMzY+vWreTKlYtbt27RuHFjPnylQoMQQoiovivJDQsLY9y4cVhZWVGgQAEqV67MpEmTIl9ftWoVFStW5PLly/E+trOzM1OnTuX333+nZMmSnDt3jp07d0YmOffv3+fJkyeR7d+/f0+fPn0oUqQIlSpVws3NjZUrV9K9e/fvuUSRHI4eha1b1btdp08TumcPp11dmdOiBVk/fGC7kRGbN2+mYMGC2o5UiO9TtSqMG6c+79cPLlz4avOsWbPi6elJxowZOX78OO3bt5fFIoQQIo4SnOSGhYXRsGFDRo0axevXrylUqFC0AuaVKlXi+PHjuLu7J+gc/fr14969ewQFBXHixAnKlSsX+Zq3tzdLly6N/H7cuHH4+vry4cMHXr16xdGjR3F2dk7QeUUyUhSIuCPfpQsULozi6Mh8f3/6u7kRDixbtowqVapoM0ohEs/PP6uLRXz8qNbPDQj4avOCBQuyefNmjIyM2LRpE0OGDEmmQIUQImVLcJI7b948du3aRfXq1blz5w6XLl2K1sbOzo48efKwe/fu7wpSpGK7dsHBg2BsrE7OAbZs2cKiRYsAmDRpEm3atNFmhEIkLj09WL5cnWx54wb07Pn1hVCAKlWqsGzZMgBmzJjBzJkzkyNSIYRI0RKc5C5btoxMmTKxYcMGsmfPHmu7QoUKcf/+/YSeRqRm4eH/LX3aty/kzMnJkyfp2LEjiqLQo0cPhg0bpt0YhUgKFhawbh0YGKjjdL+ySESENm3aRA4HGzx4MJs3b07qKIUQIkVLcJJ77do1ypYtS8aMGb/aztzcnGfPniX0NCI127ABzp6FdOlg+HAePHgQObnG3t6emTNnymIPIvWqWBEiVmQcNAjOnPnmLsOGDaNXr14oikL79u05d+5ckoYohBAp2XeNyY2pzuyXnjx5Eqd24gcTEgIjR6rPf/qJdyYmNGrUCD8/P4oVK8aQIUN+uMUexA9o8GBo0gSCg6F1a3jz5qvNNRoNs2fPplatWrx//57GjRvz9OnT5IlVCCFSmAQnuba2tlz4xszgkJAQLl269F1FzEUqtXQp+PqChQXhgwbRsWNHzp8/T5YsWXB3d/+hF3sQPxCNBpYsATs7uH0bunb95vhcQ0NDNmzYQIECBXjw4AFNmjSR0mJCCBGDBCe5devW5e7duyxYsCDWNrNnz+b58+c0aNAgoacRqdGHDzB6tPr811/5ddIkPDw8MDY2xsPDA1tbW62GJ0SyypgR1q8HQ0PYtAlmzfrmLhkyZGDbtm1kypSJkydP0rVr12jVbYQQ4keX4CR36NChmJub06dPHwYNGsTRo0cBtV6tj48Pv/zyC7/88gsWFhb069cv0QIWqcDcufD4MeTMycq0aSMn0yxatCheK9oJkWqUKQPTp6vPhwyBEye+uUvevHlxc3PDwMCAtWvX8scffyRxkEIIkbIkOMnNli0bHh4eZMiQgVmzZlGlShU0Gg0bN26kTJky/Pnnn6RNmxY3NzcsLCwSM2aRkr19CxMnAnCjfXu69e0LwG+//Ub79u21GZkQ2tW3r1o3NzRUHZ/76tU3d6lWrRrzPlVmGD16NOvWrUvqKIUQIsX4rhXPqlatyuXLlxk2bBhFihTB1NQUY2Nj8ubNy4ABA7h48SKVK1dOrFhFajB1Krx6RXCePFRduJDg4GBatGjBmDFjtB2ZENql0cDChZA3L9y/D507q2X2vqFbt2789NNPAHTp0oWTJ08mdaRCCJEiJDjJvX//Pg8ePCBr1qxMmjSJCxcu8O7dOwIDA7l+/TozZszA2to6MWMVKZ2fH/z1FwDDgoPxe/mS0qVLs2zZMvT0vuvvLSFSB3NztbSesTFs26b+URgHkydPpmHDhnz8+JHGjRtLbXIhhOA7klw7OztZiUrEz4QJ8P49N8zNmfngAdmyZWPLli2YmZlpOzIhdEfJkv9NPhsxAg4f/uYu+vr6rF69muLFi+Pn50fTpk0JDAxM2jiFEELHJTjJTZ8+Pbly5UrMWERqdvcu/PMPAH3evsXExIQtW7bI3X4hYtKjB7RvD2Fh4OwMz59/c5d06dKxdetWLC0tOXv2LN26dZOKC0KIH1qCk9zChQvz4MGDxIxFpGajR0NICF6AF+qy0A4ODloOSggdpdGoS/0WLKhWIunQIU7jc21sbKJUXJgax+EOQgiRGiU4ye3RowdHjhzh1KlTiRmPSI0uX0ZZsQKA4cCIESNo3bq1dmMSQtelTauOzzU1hd271eE+cVClShXmzJkDqFVLTp8+nZRRCiGEzkpwkuvi4kKfPn2oU6cOEyZM4Pr16wQFBSVmbCKVCBo6FE14OO5AlgYNGDt2rLZDEiJlKFoU/v5bfT5qFOzfH6fdevXqxf/+9z8URWH69Olcv349CYMUQgjdlOAkV19fn7lz5+Lv78/IkSMpXLgwadKkQV9fP9rDwMAgMWMWKUjI4cMY79hBGLDIzo5Vq1ZJJQUh4qNLF3BxUYcrtG0LT5/GabeZM2dSuXJlAgMDad68OW/evEnSMIUQQtckONtQFCXOj/A4jCUTqZCicNvZGYA1hoZM37kTc3NzLQclRAo0Z456V9fPD9q1UyekfYORkRFr167FwsICX19f2rdvT1gc9hNCiNQiwUlueHh4vB7ix+Pp6kqBx48JArLPn0+BAgW0HZIQKVOaNOr4XDMzdchCHBdPyZIlC8OHD8fExARPT09+++23JA5UCCF0h3xuLJLEkcOHyTJzJgDnK1SghouLliMSIoUrWBAWLFCfjxunTkaLgzx58rDg036TJk1izZo1SRWhEELoFElyRaJ7+PAhixs2xEFR+KivT5lNm7QdkhCpQ7t20KsXKIpaR/fRozjt1qZNG37++WdAXQbYx8cnKaMUQgid8N0zwkJDQ9m4cSP79+/n0af/cK2tralevTotW7aUSWc/mI8fP9KqWTOWvH0LgN6QIWiyZtVyVEKkIjNmwIkTcO4ctGmjDl+Iw/+z48eP58KFC+zYsYOmTZty5swZLC0tkzxcIYTQlu+6k3vu3DkKFixI+/btWbhwIZ6ennh6erJw4ULat29PoUKFOHfuXCKFKnSdoij06tWLQqdPUxAIy5ABo+HDtR2WEKmLiYk6PjddOnXJ3ziOs41Y+jd//vw8ePCANm3aEBoamsTBCiGE9iQ4yX38+DF16tTh9u3bZMmShYEDBzJr1ixmzZrFoEGDyJo1K7du3cLJyYknT54kZsxCR82ePZt1y5cz+tP3+r/9BlJNQYjElzcvLF6sPp88GbZti9NuGTJkYNOmTZiZmbFv3z5GjBiRhEEKIYR2JTjJnTx5Mi9evKB79+7cvn2bv/76i379+tGvXz+mT5/O7du36d69O8+fP+fPP/9MzJiFDjpy5Ag//fQTvQEbAGtr6NNHy1EJkYq1bAn9+6vPO3WCe/fitFvhwoVZunQpAFOmTGHDhg1JFKAQQmhXgpPcHTt2YGNjwz///IOpqWm0101MTPj777+xsbFh+/bt3xWk0G1+fn60atUKk9BQxhgbqxtHjVKXIxVCJJ0pU6BMGXj9GpydITg4Tru1bNmSYcOGAerqlZcvX07KKIUQQisSnOQ+ePCAihUroq+vH2sbAwMDKlSowIMHDxJ6GqHjQkNDadOmDU+ePGGihQXpg4Igf351hSYhRNIyNob16yFDBnUy2qcKCnExfvx4atasyfv372nWrBlvP00WFUKI1CLBSa6xsTH+/v7fbBcQEIBxxN09keqMGDECb29v7MzM6B0YqG4cOzZOs72FEInAzg6WLVOfz5gBcSzZZ2BgwJo1a7CxscHX15dOnTrJwj1CiFQlwUlu4cKF2b9//1fv0t6/f5/9+/dTpEiRhJ5G6DB3d3emTJkCwK5q1dAPDIRSpdSxgkKI5NO4Mfz0k/rcxQVu347TbpaWlri5uWFsbMyWLVuYMGFCEgYphBDJK8FJbqdOnfjw4QO1atXC09Mz2uvbtm2jdu3afPz4kU6dOn1XkEL33Lhxgy5dugDwR/fu5N+7V31h4kTQkzVGhEh2EydChQrw9i20agXv36M5cADrgwfRHDgAYWEx7ubg4MA///wDwO+//86OHTuSM2ohhEgyCf5MuUePHri5ueHl5UWjRo3IlCkTuXLlAuDOnTu8evUKRVGoVasWPXr0SLSAhfa9f/+eFi1aEBAQQOXKlfk1NBSCgsDREerU0XZ4QvyYDA1h3Tr10xQfH8iaFYP373EAmD4dcuSAmTOhefNou7q4uHDy5EnmzZtHu3btOH36NHny5En2SxBCiMSU4Ftu+vr6bN++nWHDhmFmZsbLly85ffo0p0+f5uXLl5iZmfHzzz+zbds29OTOXqqhKAo9e/bk0qVLWFlZ4TZ+PHrLl6svTpwIGo12AxTiR5YzJ/zvf+rz9++jvvbokTqUyN09xl1nzJhB+fLlefPmDc2aNeP9l/sLIUQK812zg4yMjJg0aRJjxozh9OnTUZb1dXBwkAlnqdDff//N6tWr0dfXZ/369WSZNQvCw9UxgRUqaDs8IX5sYWH/TUL7kqKof4QOGgRNmsAXlXGMjY3ZuHEjpUuX5uLFi/Ts2ZOVK1eikT9chRApVKJMgTc2NqZSpUqJcSihw44fP87gwYMB+PPPP6liagobN6q/OMeP13J0QggOHYKHD2N/XVHgwQO1XbVq0V62trZmw4YN1KhRg9WrV1O2bFkGDhyYdPEKIUQSknEEIk6ePXtGy5YtCQkJoWXLlmqyG7EkaPv2ULSodgMUQkBcl1D/SruqVasybdo0AH766ScOHTqUGJEJIUSyS3CSO2fOHPT19dm6dWusbbZu3Yq+vj7z589P6GmEDggLC6Nt27Y8evSIAgUKsHjxYjT798OePepklzFjtB2iEAIgW7ZEaTdgwADatWtHWFgYrVu35unTp4kQnBBCJK8EJ7mbN2/G0tKSBg0axNqmfv36WFhYsCmOxcmFbho5ciT79u3DzMwMd3d30qVNC8OHqy/27Am5c2s3QCGEqkoVtYrC18bR5syptvsKjUbDggULKFKkCE+fPqVNmzaEhoYmcrBCCJG0EpzkXrt2jaJFi361coK+vj7FihXj6tWrCT2N0LLNmzczceJEAP79918KFy4MmzfDyZOQJg389puWIxRCRNLXV8uEQeyJbp060SadxcTMzAw3NzfSpk3LgQMH+PXXXxMxUCGESHoJTnKfP3+OlZXVN9tZWVnx7NmzhJ5GaNHNmzcjF/IYMGAAbdq0UWdvR/yyGzQI4vAeEEIko+bN1Qmh1tZRt5ubq18XL1br6cZBgQIFWLJkCaBONpVP5YQQKUmCk9x06dLx+PHjb7Z7/PgxadKkSehphJYEBgbSokUL/P39qVixYuTyvaxcCVeuQMaMMHSodoMUQsSseXO4e5fQPXs47epK6J498OIF9O2rVljo2BG8vOJ0qMiJpkCXLl3w9fVNysiFECLRJDjJLVGiBEePHuXBgwextnnw4AFHjx6lWLFiCT2N0AJFUejduzcXLlwgS5YsrF+/HiMjI3VVs1Gj1EY//wwZMmg1TiHEV+jrozg68qhqVRRHRzAwUIcytGwJISHQrJm6MlocTJ48mUqVKuHv70+LFi0IDAxM4uCFEOL7JTjJbdeuHcHBwTRv3jzGmbdPnz6lRYsWhISE0K5du+8KUiSv+fPns3z5cvT09Fi7di3WER97LlgA9+6pM7P799dukEKI+NPXVz+NqV4dAgKgXj24deubuxkaGqqLv2TJwsWLF+nduzeKoiRDwEIIkXAJXgyic+fOLFmyhCNHjpAnTx4aNGhAwYIFAXVSmqenJ4GBgVSoUIGuXbsmWsAiaZ08eTKy+PvEiROpXr26+sK7dzB2rPr899/VSWdCiJTH2Bg2bQJHRzh/Hpyc4MgRyJr1q7tlz56ddevWUbNmTZYvX06lSpXo2bNnMgUthBDxl+A7ufr6+mzfvp1mzZrx4cMHNm7cyPjx4xk/fjwbN24kMDCQJk2asH37dgwMEmVhNZHEXrx4QcuWLQkODqZp06YM/XzM7YwZ8Pw55MkD3bppLUYhRCIwN4cdOyBXLvVObv366p3db6hWrVpktZX+/ftz+vTppI5UCCES7Luyz/Tp0+Pm5saFCxfYuXMn9+7dA8DGxoa6detSokSJRAlSJL2wsDDatWvHgwcPyJcvH0uXLv1vzfqXLyFi4tnYseoCEEKIlC1bNti1CypVUsfmNmsG27erd3q/YujQoRw7dgwPDw9atmzJmTNnyJw5czIFLYQQcZcot1iLFy9O8eLFE+NQQktGjx7Nnj17MDU1xc3NDfOIckMAkyeDvz+UKAHOztoLUgiRuPLlA09PqFZNrbbQuTOsXg1fqX+u0WhYsmQJFy9e5NatW3To0IHt27d/tWa6EEJoQ6L9rxQaGsq0adOoUqUKhQoVonbt2ixevDixDi+S0Pbt2xk3bhwACxcujFoN49EjmD1bfT5+/Fd/+QkhUiAHB3WMrqGhWj938GC1zNhXZMiQATc3N0xMTNi5c2fk/x9CCKFL4pyxuLu7kyVLlhhXvQkPD6d+/foMGzaMI0eOcP36dby8vOjRowddunRJzHhFIrt9+zYdOnQAoG/fvrRv3z5qgz/+gI8foXJlddyeECL1qV0bli1Tn8+apX568w0lSpRg3rx5gPpJ0O7du5MyQiGEiLc4J7n79+/n5cuXtGzZMtprCxcuZO/evSiKQuPGjZkzZw7Dhg3D1NSUFStWyH9+OurDhw+0aNGCN2/eUK5cOaZNmxa1ga8vLFqkPp84MfZlQoUQKV/btvDXX+rz4cPh00pnX9O5c2d69uyJoii0a9eO+/fvJ3GQQggRd3FOck+cOEG2bNkoVapUtNfmz5+PRqOhbdu2eHh40KdPHyZNmsTy5ctRFIUVK1YkatAicfTr149z585hYWHBhg0bMP5ywsnIkeoyvvXrq3dyhRCp26BBMGyY+rxHD9i27Zu7zJw5E3t7e16+fEmrVq0ICgpK2hiFECKO4pzkPnnyhJIlS0bb/uLFC86dOwcQteQU0Lx5c+zs7Dhx4sR3BSkS37///svixYsjF3zImTNn1AZnz/63vv2ECckfoBBCOyZNUieghYVB69Zw7NhXm5uYmLBx40YyZszIyZMncXV1TaZAhRDi6+Kc5L548YKMGTNG237q1CkALC0tY0yCCxcuzOPHjxMeoUh0Z86coV+/fgCMHTuWmjVrRm8UMfa6bVu1qoIQ4seg0cDCheonOB8+QIMGcOXKV3exs7Nj5cqVAPz999+sWrUqOSIVQoivinOSq6+vz/Pnz6Nt9/m09nnp0qVj3C9DhgyEhoYmKLi5c+diZ2eHiYkJ5cqV4+TJk7G2XbhwIVWqVCFjxoxkzJiRWrVqfbX9j+rly5e0aNGCoKAgGjVqxC+//BK90cGDaqF4AwN14pkQ4sdiaAjr10O5cvD6tboq2sOHX92lfv36jBw5EoCePXty6dKl5IhUCCFiFeck19bWFh8fH4KDg6Ns9/LyQqPRUK5cuRj3e/HiBVm/sVxkTNatW4erqyujRo3Cx8eHEiVK4OTkxLNnz2Js7+3tTdu2bdm/fz/Hjh0jZ86c1KlTh0ePHsX73KlVeHg4HTp04N69e+TJk4fly5dHr22pKOqkE4Du3SFv3uQPVAihfWZm6uIQBQuqCa6TE7x69dVdRo0aRe3atQkMDKRFixb4+/snU7BCCBFdnJPc6tWr8/Lly8i/1EGtuHDgwAEAGjRoEON+Z8+eJXv27PEObPr06fTo0QMXFxcKFy7MvHnzSJMmTay1d1etWkWfPn0oWbIkBQsW5N9//yU8PBwvL694nzu1Gjt2LDt37sTExAQ3NzcyZMgQvdH27XD0KJiaqhPPhBA/rsyZ1VXRsmdXhyw0bgyBgbE219fXZ/Xq1eTMmZMbN27QtWtXlG/U3BVCiKQS5xXPBg0axKJFi5g6dSqrV6/G0tIy8uOocuXK4eDgEG2fY8eO8fz5c9q2bRuvoIKDgzlz5gzDI+4oAnp6etSqVYtj35gEESEwMJCQkBAyZcoU4+tBQUFRZgFH3HEICQkhJCQkXvEmRMQ5kuNcALt27WLMmDEAzJkzh8KFC0c/d3g4BsOHowHC+vQh3NISkim+zyV336QU0i+xk76JWaL0S7ZssG0bBjVqoDlyhPDWrQnbsEEdzhQDc3Nz1qxZQ/Xq1XFzc2Pq1KkMGjQo4edPIvKeiZn0S+ykb3RDfPpfo8Tjz2x3d3e6dOnCu3fvIrdZW1uzb98+8uXLF619ly5dWL58OZs3b6ZRo0ZxDurx48dYW1tz9OhRKlSoELl92LBhHDhwIE7VGvr06cOuXbu4fPkyJiYm0V4fPXp0ZNL3udWrV5MmTZo4x5oS+Pn5MWTIEAICAnBycqJ3794xtstx4AD2f/1FSJo07Jk/n5B06ZI5UiGErsp0+TIVR49GPySEe7Vqca5v36/Wzvb09GTBggXo6ekxduxYihQpkozRCiFSq8DAQNq1a8fbt29Jnz79V9vG+U4uqCXBKleuzLZt2/Dz88PGxoamTZtiZmYWY/uyZctSqlQpatSoEZ/TfLdJkyaxdu1avL29Y0xwAYYPHx6l1I2/v3/kON5vdVpiCAkJYc+ePdSuXRtDQ8MkO8/Hjx+pVq0aAQEB2Nvbs3Hjxuj1cAGCgzH41B96v/xCbWfnJIvpW5Krb1Ia6ZfYSd/ELFH7pX59lPz5UZydsd27lxwODoR/ZWJqvXr1CAgIYM2aNcyePTuy1rqukPdMzKRfYid9oxviM9Y/XkkuQJYsWejatWuc2vbp0ye+hwfAwsICfX19/Pz8omz38/PDysrqq/tOnTqVSZMmsXfvXooXLx5rO2Nj4xiTPUNDw2R98yb1+fr27YuPjw+ZMmXCzc2NtGnTxtxw4UK4fRuyZkXf1RV9HfgHnNw/i5RC+iV20jcxS7R+adkS5s2Dnj3RnzQJfWtr+FSOMCYLFy7k4sWLXLp0iQ4dOuDl5aVzPx95z8RM+iV20jfaFZ++j/PEs+RkZGSEvb19lEljEZPIPh++8KU///wzcnJVTGOEfzRLlixh4cKFaDQa1qxZg62tbcwN37+HsWPV5yNHqrOqhRAiJj16/FdacMAAtdRYLMzMzHBzcyN9+vQcOnQoyjwLIYRIajqZ5AK4urqycOFCli1bxtWrV+nduzfv37/HxcUFgE6dOkX5D3Py5MmMHDmSxYsXY2dnx9OnT3n69GmU8cM/krNnz0beSR8zZgx16tSJvfHs2fD0KeTKpf4CE0KIr/ntN+jTRy052LEj7NsXa9P8+fOzdOlSAKZNm8bGjRuTKUghxI9OZ5NcZ2dnpk6dyu+//07JkiU5d+4cO3fujKy5e//+fZ48eRLZ/p9//iE4OJiWLVuSLVu2yMfUqVO1dQla8/r1a1q0aMHHjx+pX78+v0asXhZzY5g8WX0+ZgwYGSVPkEKIlEujgVmzoEULCA6Gpk3VpcBj0axZs8hl311cXLh+/XoyBSqE+JHFe0xucurXr1/k8rNf8vb2jvL93bt3kz6gFCA8PJyOHTty584d7OzsWLFiRfQFHz7355/w5g0ULQrt2iVbnEKIFE5fH1auhJcvwdsb6tVTa2znzh1j8wkTJnDy5EkOHDhA8+bNOXHiROxzBIQQIhHo7J1ckTATJ05k+/btGBsb4+bmFmudYACePIGZM9Xn48erv7SEECKuTEzAwwNKlAA/P6hTR/0aAwMDA9auXUu2bNm4cuUKPXv2lIUihBBJSpLcVGTPnj2RK9L9/ffflC5d+us7jB0LHz5AhQoQjzrGQggRydwcduwAOzu4dQvq14eAgBibWllZsWHDBgwMDFizZg1z5sxJ3liFED8USXJTifv379O2bVsURaFbt27fLvN265ZaNgxg4sSvFnUXQoivypZNXf7XwgJ8fKB5c3WsbgwqVarElClTAHWCcVxXsRRCiPiSJDcV+PjxIy1atODly5eULl06bndHRo2C0FBwcgJHx6QPUgiRuuXPD56eagnCvXuhSxcID4+x6cCBA2ndujWhoaG0atWKZ8+eJW+sQogfgiS5qcDAgQM5ffp05IIPsa3yFunCBVi9Wn0+YULSByiE+DGUKQPu7mBgAGvWgKurWmbsCxqNhn///ZeCBQvy6NEj2rRpQ2hoqBYCFkKkZpLkpnCLFy9mwYIFaDQaVq9ejZ2d3bd3+vVX9RdP69bwrXG7QggRH3XqwKe6uMycqVZwiUG6dOlwd3fHzMyM/fv3R84nEEKIxCJJbgrm4+MTZcEHJyenb+905Ahs26ZWUohY5UwIIRJT+/Ywfbr6/Jdf/kt6v1CoUCEWL14MwKRJk9i8eXMyBSiE+BFIkptCvXr1ihYtWhAUFESDBg2+vuBDBEWBiFXiXFzUMXRCCJEUBg+GTwtA0L07bN8eY7PWrVszaNAgQF3J8ubNm8kUoBAitZMkNwUKDw+nffv23L17l9y5c397wYcIO3fCoUNgbKxOPBNCiKQ0aRJ06gRhYdCqFcRSSeHPP/+kUqVK+Pv706JFCwIDA5M5UCFEaiRJbgr0xx9/sHPnTkxMTHB3dydjxozf3ik8HEaMUJ/36wc5ciRtkEIIoacH//6rrob24QM0bAhXr0ZrZmhoyPr168mSJQsXLlygd+/eslCEEOK7SZKbwmzfvp0xY8YAMH/+fEqUKBG3Hdevh3PnIF06dYycEEIkB0ND2LABypaFV6/UsoUPH0Zrlj17dtatW4e+vj7Lly9nwYIFWghWCJGaSJKbgty+fZsOHToA0Lt3bzp16hS3HUNCIGLm8tChasF2IYRILmZm6pjcAgXgwQOoWxdev47WrFq1akycOBGAAQMGcOrUqeSOVAiRikiSm0IEBgbSvHlz3rx5Q7ly5fjrr7/ivvOSJXDzJlhawqcJHkIIkawsLNRV0bJnh8uXoXFjdQjDF4YMGULz5s0JDg6mZcuWvHjxQgvBCiFSA0lyUwBFUejTpw/nz5/H0tKSjRs3YmxsHLedP3yAT8Mb+PVXdbiCEEJog62tOgHW3BwOH4Y2bdSVFz+j0WhYvHgx+fLl4/79+7Rv356wsDAtBSyESMkkyU0BFixYwLJly9DT02Pt2rXkiM+ksTlz4PFjsLGB//0v6YIUQoi4KFYMtmxRq7xs2QK9e0dbFc3c3Bx3d3fSpEnD7t27GT16tHZiFUKkaJLk6rgTJ07Qv39/ACZOnEiNGjXivvObN/BpfBtjxqi/VIQQQtuqVoW1a/+rvhBDScOiRYtGTj4bN24cHh4eyRykECKlkyRXhz1//pyWLVsSEhJCs2bNGBpRWD2upk5VJ3cUKgQdOyZNkEIIkRBNm8I//6jPx46FuXOjNWnfvn2UhSKuxlB+TAghYiNJro4KDQ3F2dmZhw8fkj9/fpYuXYpGo4n7Afz8YMYM9fn48eoyvkIIoUt69vxvzkD//mqpsS/8+eefVKtWjYCAAJo2bcrbt2+TOUghREolSa6OGjp0KPv378fMzAx3d3fSp08fvwOMHw/v36u1KZs2TZIYhRDiu40cqc4XUBTo0AH274/ysqGhIevWrSNnzpzcuHGDjh07Eh4erqVghRApiSS5OmjFihXM+HQXdvny5RQpUiR+B7hzB+bNU59PmADxuQMshBDJSaNRJ8g2bw7BwdCkibpwzWeyZMmCu7s7xsbGbN26lbFjx2onViFEiiJJro7x8fGhZ8+eAPz66680b948/gcZPVpdAKJWLahZM3EDFEKIxKavD6tWgaMjBASoywDfvh2liYODA/M+/fE+evRotmzZoo1IhRApiCS5OuT58+c0a9aMjx8/Ur9+/cjle+Pl0iVYsUJ9PmFC4gYohBBJxcQENm+G4sXh6VN1+d9nz6I06dKlC/369QOgY8eOXL9+XRuRCiFSCElydURISAitW7fm/v375MuXj1WrVqGfkMliv/2mjm1r3hzKlEn8QIUQIqmYm8OOHWBnp67S2KCBemf3M9OnT6dKlSr4+/vTtGlT/P39tROrEELnSZKrI4YOHYq3tzdp06bFw8ODDBkyxP8gx4+rd0L09GDcuESPUQghklz27OryvxYWcPo0tGihjtX9xNDQkA0bNmBtbc21a9fo3LmzTEQTQsRIklwdsHz5cmbOnAmok84KFy4c/4MoCgwfrj7v3FmtjSuEEClR/vywfTuYmcGePdClC3yWyGbNmhV3d3eMjIzw8PBgYsSiN0II8RlJcrXszJkzkRPNRo4cSdOElvvaswe8vcHISJ14JoQQKVnZsuDmBgYGsGYN/PRTlOV/y5Ytyz+fFpMYOXIk27dv11akQggdJUmuFr1584ZWrVoRFBREw4YNE74+u6LAiBHq8z59wMYm0WIUQgitcXKCJUvU5zNmwJQpUV7u2rUrvXv3RlEU2rdvj6+vb/LHKITQWZLkaklISAhTpkyJXNFs5cqV6Okl8Mfh5gZnzkDatP8lu0IIkRp06KAuUQ7w88+wbFmUl2fMmEHFihV5+/YtTZo0kRXRhEhmV65c4cKFC9oOI0aS5GrJsGHDuHz5MunSpcPDwwNzc/OEHSg0VK2oAODqCpaWiRekEELogp9+giFD1OfduoGnZ+RLRkZGbNy4EWtra65evUq7du0ICwvTUqBC/FhevnxJo0aNqFixIt7e3toOJxpJcrVAURRsbGzQ09NjyZIlFPqeSWLLlsH165A5s/qLQAghUqPJk6FjRwgLg1at1Goyn2TLlg0PDw9MTEzw9PRkeMQkXCFEkgkJCaFVq1bcvn2bLFmyUKxYMW2HFI0kuVqg0WgYPHgw//zzD40bN074gT5+/G+S2YgRkD59osQnhBA6R08PFi2CunUhMFCtoXvtWuTLDg4OLF26FIApU6awfPlyLQUqxI9h8ODB7N+/n7Rp07JlyxYyZ86s7ZCikSRXi7Jmzfp9B/j7b3j4EHLkUCecCSFEamZoCBs2qJUXXr1SJ6Y9ehT5srOzM799Gr7Vo0cPjn92t1cIkXjmz5/P3Llz0Wg0rFq1iqJFi2o7pBhJkptS+fv/t2zv6NHqkphCCJHapU2r1tDNnx/u31fv7L5+HfnymDFjaNasGcHBwTRt2pQHDx5oMVghUp8DBw5ELq89bty47/tEOolJkptSTZ8OL19CgQLq4g9CCPGjsLBQV0XLlg0uXYLGjeHDBwD09PRYvnw5xYsXx8/Pj6ZNmxIYGKjlgIVIHe7cuUOLFi0IDQ2lTZs2Oj/+XZLclOj5c5g2TX0+dqxaLF0IIX4kdnawcyeYm8Phw9CunVptBkibNi2bN2/GwsICHx8fXFxcUD5bSEIIEX9v376lYcOGvHz5Ent7exYtWoRGo9F2WF8lSW5KNGECvHsH9vbquu5CCPEjKl4cNm8GY2Pw8FDnJnxKZu3s7HB3d8fQ0JD169czbtw47cYqRAoWcef2ypUrZM+eHQ8PD9KkSaPtsL5JktyU5v59dcIZqMluQheQEEKI1MDREVavVv8vXLgwyrLmVapUiVz69/fff8fd3V1LQQqRsrm6urJz505MTU3ZsmULOXLk0HZIcSIZUkozejQEB0O1alC7trajEUII7Wve/L8//v/4Az4ltgDdunVj4MCBAHTs2BEfHx9tRChEijV37lxmz54NwMqVK7G3t9dyRHEnSW5KcvXqf0taTpwIOj4WRgghkk2vXv/dxe3bFzZujHxp6tSp1KlTh8DAQBo1asTDhw+1E6MQKcyuXbsi/0icOHEizZs313JE8SNJbkoyciSEh0OTJlC+vLajEUII3fL772qyqyjQvj18WmbUwMCA9evXU6RIER4/fkzDhg0JCAjQbqxC6LgrV67QunVrwsLC6Ny5Mz///LO2Q4o3SXJTilOnwM1NvXsrEyiEECI6jQbmzlWHLwQHqzcEzp8HwNzcnO3bt5M1a1bOnz9Phw4dCAsL03LAQuim58+f07BhQ/z9/alSpQrz58/X+UoKMZEkN6UYMUL92rEj6OjKIkIIoXX6+rBqFVStqi6aU7cu3LkDgK2tLVu2bMHU1JQdO3awaNEiLQcrhO4JCgqiWbNm3Llzh9y5c+Pu7o6xsbG2w0oQSXJTAi8v2LtXXdJyzBhtRyOEELrNxEQtLVasGDx9qi7/+/w5AGXLlmXlypVoNBo8PT2ZM2eOloMVQncoikL37t05cuQI5ubmbNu2DQsLC22HlWCS5Oo6RfnvLm6vXmoBdCGEEF+XIYO6WIStLfj6Qv36an1xoHnz5kz4tCz6Tz/9xNatW7UYqBC6Y+TIkaxcuRJ9fX02bNhAoUKFtB3Sd5EkV9d5eMDJk2BmBr/9pu1ohBAi5cieXV3+N3NmOH1aXTwnOBjCwvjJ3p4JxYpRVVFo5+wspcXED2/BggWMHz8egPnz51M7FZQplSRXl4WFwa+/qs8HDYKsWbUajhBCpDgFCoCnJ6RJA7t3Q61aYGeHYZ06DL94EW/gyocP/F2rlpQWEz8sT09P+vTpA6h3c7t166bliBKHJLm6bMUKtTZuxowwZIi2oxFCiJSpbFm1Oo2eHhw6BF8ks9bAgtevmVqxIm/evNFKiEJoy5kzZ6KUChuTiub+SJKrq4KCYNQo9fnw4er4MiGEEAlTu3as/49G/CJ0ffCAZo0b8/Hjx2QLSwhtunv3Lg0bNuT9+/fUqlWLBQsWpMhSYbGRJFdXzZ8P9++rY8r69dN2NEIIkbIdOgSvXsX6sh5gAyiHDtGxY0fCw8OTLTQhtOH169fUr1+fp0+fUrx4cdzc3DAyMtJ2WIlKklxdFBDw34IPv/8OpqbajUcIIVK6J0/i1Cynvj4bN25k8ODBKIqSxEEJoR1BQUE0bdqUq1evYm1tzfbt20mfPr22w0p0Opvkzp07Fzs7O0xMTChXrhwnT56Mte3ly5dp0aIFdnZ2aDQaZsyYkXyBJoUZM9SajnnzQteu2o5GCCFSvmzZ4tSs+6f5D7NmzWLKlClJGZEQWhEWFkbHjh05ePAg6dOnZ8eOHeTIkUPbYSUJnUxy161bh6urK6NGjcLHx4cSJUrg5OTEs2fPYmwfGBhI7ty5mTRpElZWVskcbSJ78QKmTlWfjx2rLgAhhBDi+1SpAjlyqEv/foXjokUcaNgQM+Dnn39mxYoVyROfEMlAURT69evHhg0bMDQ0xN3dnWLFimk7rCSjk0nu9OnT6dGjBy4uLhQuXJh58+aRJk0aFi9eHGP7MmXKMGXKFNq0aZNil56LNGmSuhRlyZLQurW2oxFCiNRBXx9mzlSff5noRnyfJQu8eEHVbdt4amrKz8AAFxd2796drKEKkVRGjx7NvHnz0Gg0rFq1ipo1a2o7pCRloO0AvhQcHMyZM2cYPnx45DY9PT1q1arFsWPHEu08QUFBBAUFRX7v7+8PQEhICCEhIYl2nthEnCPKuR4+xGDOHDRA6B9/oISFqbVyfzAx9o2QfvkK6ZuYSb98oVEjNGvXou/qiubRo8jNirU1YdOmoTRsiGbNGvQnTiTtrVtMAoaGhTGnUSMybN9OKUdH7cWeTOQ9E7uU3jdz587ljz/+ANThOE2bNk2R1xKfmDWKjo2sf/z4MdbW1hw9epQKFSpEbh82bBgHDhzgxIkTX93fzs6OQYMGMWjQoK+2Gz16dIy14FavXk2aNGkSFPv3KjF3LnZ79vCicGGOjB//zY/VhBBCJEBYGJmvXMHk9Ws+ZszIy8KF1Tu9n2jCwshx8CD51q8n3acJa6+B6/Xr87J9e0LNzLQUuBAJc/DgQaZPnw5A27ZtcXZ21nJECRcYGEi7du14+/btNyfL6dyd3OQyfPhwXF1dI7/39/cnZ86c1KlTJ1lmGIaEhLBnzx5q166NoaEh3LiBwb59AGT4+2/qV6yY5DHoqmh9IwDpl6+RvomZ9EvsQurW/XrfNGoEEyfybvlyXgwahN3Hj5T39CTs0CEYOJDwAQNSZf1yec/ELqX2ze7du5k1axYAffr04a+//krRtXAjPnmPC51Lci0sLNDX18fPzy/Kdj8/v0SdVGZsbBzj+F1DQ8NkffNGnu+PP9ShCQ0bYvADfCQWF8n9s0gppF9iJ30TM+mX2H21bwwNMezVi+DmzRlWujRdHj6k8KcSj/qzZsHAgeqS65kyJWvMyUHeM7FLSX1z4sQJWrduTWhoKG3atGH27Nno6enkdKw4i0/f69yVGhkZYW9vj5eXV+S28PBwvLy8ogxfSFV8fGD9enV4wvjx2o5GCCHEZzJZWjL45Eka58pFa8DX2FidIDx2LNjZwa+/wsuX2g5TiCjOnTtH3bp1CQwMpE6dOixbtizFJ7jxpZNX6+rqysKFC1m2bBlXr16ld+/evH//HhcXFwA6deoUZWJacHAw586d49y5cwQHB/Po0SPOnTvHzZs3tXUJ8fPrr+rXtm2heHHtxiKEECKabNmyscfLiyPZs1MgKIhf8uYlrGhRdfGeCRPUZPeXX9Qa50Jo2ZUrV6hduzZv3ryhQoUKqXI1s7jQySTX2dmZqVOn8vvvv1OyZEnOnTvHzp07yZo1KwD379/nyWer1zx+/JhSpUpRqlQpnjx5wtSpUylVqhTdu3fX1iV8XVgYmgMHsD54EL1Zs2DnTjAwUIcsCCGE0Em5cuVi9+7dZMyUick3b1LHwoLgtWvVko/v3sHkyZArFwwbBrHUdRciqd28eZNatWrx4sUL7O3t2bFjB2nTpk2ak4WFgbc3rFmjftWxilA6NyY3Qr9+/ejXr1+Mr3l7e0f53s7OLuUsv+juDgMHYvDwIQ6fb69ZE/Lk0VZUQggh4qBIkSLs3LmTGjVqsM/bm2Zp0uB+7BjGu3fDmDHq8LMpU2DOHOjdG4YOhZS+SJFIMe7du0fNmjV58uQJxYoVY9euXZibmyfNyT7lMzx8+N+2HDnUetTNmyfNOeNJJ+/kplru7tCyZdQ3RITdu9XXhRBC6LQyZcqwbds2TE1N8fT0pGWrVgTXrQunT8O2bVCmDHz4ANOnq3d2Bw+Gzz59FCIpPH78mJo1a3L//n0KFCjAnj17yJw5c9KcLLZ85tEjdbuO5DOS5CaXsDD1L56v3XEeNEjnbvULIYSIztHRka1bt2JiYsK2bdto3bo1IaGh0KABnDgBnp5Qrhx8/AgzZqjJ7oABahIgRCJ79uwZNWvW5NatW+TOnRsvL6/IIZ6J7mv5TMQ2HclnJMlNLocOxXwHN4KiwIMHajshhBA6r2bNmmzevBljY2M2b95MmzZt1NWYNBqoVw+OHYNdu6BiRQgKgtmzIXdu6NtX/f9eiETw/PlzateuzbVr18iRIwdeXl5YW1sn3QlTUD4jSW5yietHVfKRlhBCpBh16tTBw8MDIyMj3N3dad++PaGhoeqLGg3UqQOHD8PevVClCgQHw99/q3MweveGe/e0ewEiRXv27Bk1atTgwoULWFlZsW/fPuzs7BL3JGFhcP48zJsHnTtDmzZx208H8hlJcpNLtmyJ204IIYROqFu3Lu7u7hgaGrJhwwY6duz4X6ILarJbsyYcOAD79oGjI4SEqElDvnzQsyfcvau1+EXK5OfnR/Xq1bl06RLZsmXD29ubfPnyff+BX71Sh9uMHAm1aqkr+5Usqf5Rtnw5fLFYV6x0IJ+RJDe5VKmizjqMbSk9jQZy5lTbCSGESFEaNGjAxo0bMTQ0ZO3atXTs2FEduvA5jQaqV1dLLXl7Q40aarK7cKGa7HbvDrdvayN8kcI8efKEatWqceXKFaytrTlw4AAFChSI/4HCw+HSJfU92LUrFCoEmTOrY8vHjQMvL7U8Xrp0asL7++/q5Mrs2VNEPqOzJcRSHX19taxGy5bqG+DzAdsRb5QZM9R2QgghUpzGjRuzfv16WrVqxdq1a/n48SNr166NcQl5HB3VBOLwYbX02N69sGgRLF0KHTuqiwTlzZvs1yB036NHj6hRowY3btwgZ86c7N+/nzxxLUH65o06MfLYMfVx4gS8fRu9Xf78UKGCOp68QgUoXDhqfjJ7dorIZ+RObnJq3hw2boQvB4TnyKFu15G6ckIIIRKmadOmeHh4YGxsjIeHB02bNiUwMDD2HSpXhj174MgRcHJSxz8uXQoFCkCnTnDjRrLFLnTfw4cPqVatGjdu3MDGxgZvb+/YE9zwcLh2DRYvhh49oGhRyJQJ6tZV/7DavVtNcM3M1E8YRoxQ79K+eAHXr6vvw549oVix6AlrCsln5E5ucmveHJo0IXT/fs7t2EHJevUwqF5dJ/7iEUII8f0aNGjA9u3bady4MTt37qRBgwZs2bKFdOnSxb5TxYrq6pcnTqirX3p6wooVsGqVuuT7r7+qHyWLH5avry+1a9fm3r172NnZsX///qiTzAIC4ORJOHpUvUt7/Di8fh39QHnyqHdnI+7UFi2qrroaX5/yGQ4dUieZZcumDlHQoXxGklxt0NdHcXTk0fv3lHB01Kk3hBBCiO9Xs2ZNdu3aRf369fH29qZOnTrs2LGDDBkyfH3HcuVg+3Y4dUpNdrdtUxPd1avB2VmdDFS4cLJcg9Ad58+fx8nJCT8/P/Lly8fePXuwCQ5WJ4JFJLWXLql3bz9naqouThKR1FaoAFmyJF5g+vpQrVriHS+RSZIrhBBCJIHKlSvj5eWFk5MTx48fp0aNGuzcuZMscUkyypSBrVvVZYL/+AM2b4a1a2HdOnUs5MiR6sfIItU7evQorerXp+Dbt/yaLRs97ewwdnBQhxV8yc4uakJbogQYGiZ7zLpCklwhhBAiiZQpUwZvb29q167N2bNnqVSpErt27SJ37txxO0Dp0uDhAefOwdix6nKpGzaojxYt1GS3RImkvASR3BQF7tyBY8e4v24dabZt456iqAnbkyf/1Z81NgYHh6hJrQ6U7dIlkuQKIYQQSah48eIcOnQIJycnbt68ScWKFdmxYwelSpWK+0FKlgQ3N7hwQU12N25Uv3dzg6ZN1dJO8Tme0B0fPsDp0/9VPDh6FJ49A8Dm0wMg3NoavUqV/ktoS5UCIyOthZ0SSJIrhBBCJLH8+fNz9OhR6tWrx/nz53F0dMTDw4MaNWrE70DFi6t3cS9dUuuYrl+v3un18IBGjWDUKLC3T4pLEIlBUeD+/f8S2mPH4OxZ+HzxECBMX59TYWEcA6hYkb4rVmAU17v/IpKUEBNCCCGSQbZs2Thw4ADVqlUjICCAunXrsm7duoQdrGhRdYzupUvQrh3o6aljeB0coGFDdZa9SDxhYWgOHMD64EE0Bw6opd7i4uNH9c7stGnqWOocOdRxs23bwqxZ6gTD0FB1mEHz5oRPmcLsNm0wCwujAnC9Vy8GHDwoCW4CSZIrhBBCJBNzc3N27txJq1atCAkJoW3btsycOTPhByxcWK2+cOUKdOigJrvbt6tVGurVU8tIie/j7g52dhjUro3D9OkY1K6tJqru7tHbPnyo3ml3dVWHFJibQ6VKMGSIOrTk8WO1XJeDA/TvD2vWqEs6P3rEx1WraHPyJAPWriUImDBhAv/88w/6UoEpwWS4ghBCCJGMjI2NWbNmDVmzZmXOnDkMGjQIX19fZsyYgUFC6pWCunjEihXq2Nzx42HlSrXu7s6dULu2OoyhUqXEvZAfgbu7egf281W9AB49UrdPmAAmJv8NPXjwIPoxsmSJOjnMwQHSpInS5OXLlzRp0oQjR45gaGjIkiVLaN++fRJe2I9BklwhhBAimenr6zNr1ixsbGz4+eefmTt3Lr6+vqxfvx5zc/OEHzhfPnWlqpEj1QRs2TJ1RbU9e6BmTTXZrVIl0a4jVQsLg4EDoye48N+24cOjbtfXV8dNf57U5s7933K3MfD19aVhw4bcuHEDc3NzNm3aRPXq1RPxQn5ckuQKIYQQWqDRaBg6dCj58uWjffv27N69m4oVK7J169a4lxiLTZ48sGgR/PabmuwuXQpeXuqjWjU12f2yiP/n404jlnpNDR+Vh4erq4G9eaM+3r79+teI548fq3dsv6V8eXXSX4UKan3jtGnjHNqePXto3bo1b968wcbGBk9PT4oUKZKQqxQxkCRXCCGE0KKmTZty6NAhGjVqxJUrVyhXrhybNm2icuXK33/wXLlg4UJ1WeBJk2DxYvD2Vh9Vq6rDG2rUgE2bYOBADB4+xAFg+nR1ktTMmeryrdoUFBS3pDS2r/7+Md+NTSwDBqgTyeJBURRmz56Nq6srYWFhlC9fnk2bNmFlZZVEQf6YJMkVQgghtKx06dKcPHmSxo0b4+PjQ40aNZg5cyb/+9//0Hzlo+44s7ODefNgxAg12V20CA4ehFq1oGBBuHYt+j4R4043bkx4ohseDu/eJSw5jWgTFJSwc3/J2BgyZFAng33+NaZt5ubqggwDB377uPFcgCEoKIi+ffuyaNEiALp06cK8efMwNjaO3/WIb5IkVwghhNAB1tbWHDx4kC5durBx40b69OnDiRMn+OeffzA1NU2ck9jYwN9/q8nu5MmwYEHMCS6odz81GrUKQOHC6kf+cf2oP+Lr27eJdxc1ffq4JacxtTE3VyeIxUdYGEyZoib7MV2DRqPe7Y7HGOenT5/SsmVLjhw5gp6eHlOnTmXQoEGJ84eMiEaSXCGEEEJHmJmZsX79eqZMmcLw4cNZtmwZFy5cwN3dHTs7u8Q7UY4cMHs2ODpCq1axt1MUdWxqoULfdz5Dw/+SzvgkpxFf06VL/vHB+vrqcI2WLdWE9vNENyIpnTEjznF5e3vTtm1bnj59irm5OevWrcPJySnx4xaRJMkVQgghdIhGo2HYsGHY29vTpk0bzp49i729PWvWrKFOnTqJe7KQkLi1MzEBS8v4J6cRX01MvlphQGc1b64O1xg4UK2BGyFHDjXBjcMwjvDwcCZNmsTIkSMJDw+naNGiuLm5kT9//qSLWwCS5AohhBA6qWbNmpw5c4aWLVty6tQp6tatyy+//MKYMWMwNDRMnJPEdTzpjh3RqzH8KJo3hyZNCN2/n3M7dlCyXj0M4lh54uXLl3Tq1AlPT09AHX87d+5c0nxRJ1ckDVnxTAghhNBRNjY2HDx4kF69eqEoChMnTqRq1arcuXMncU5QpYp6VzK2u6waDeTMKbV19fVRHB15VLUqiqNjnBLco0ePUrp0aTw9PTExMWHRokUsWbJEEtxkJEmuEEIIocNMTEyYN28eGzZsIEOGDBw/fpySJUuybt267z94xLhTiJ7oJmDcqYCQkBBGjhxJlSpVuH//Pnnz5uX48eN07dpV26H9cCTJFUIIIVKAli1bcu7cOSpVqoS/vz9t2rSha9eu+Pv7f9+BI8adWltH3Z4jx/eVD/sB+fr6UrlyZcaNG0d4eDgdO3bk9OnTlChRQtuh/ZAkyRVCCCFSCFtbW7y9vRk5ciQajYYlS5ZQrFgx9u7d+30Hbt4c7t4ldM8eTru6Erpnj1onVhLcOFEUhQULFlCyZElOnjxJhgwZWLt2LcuXL/++ZZrFd5EkVwghhEhBDAwM+OOPP/D29iZ37tzcv3+f2rVr87///Y+AgICEHzgB404F3Lp1i5o1a9KrVy8CAwOpUaMGFy9exNnZWduh/fAkyRVCCCFSoKpVq3L+/Hn69u0LwPz58ylWrBi7d+/WcmQ/hrCwMKZNm0axYsXYv38/pqamTJ8+nT179pAjRw5thyeQJFcIIYRIsdKmTcucOXPYt28fdnZ23Lt3DycnJ5ydnXn06JG2w0u1zp07R4UKFRgyZAgfPnygRo0aXLp0icGDB6OnJ6mVrpCfhBBCCJHCVa9enYsXLzJo0CD09PRYv349BQsW5K+//iI0NFTb4aUaAQEB9O/fH3t7e06dOkX69OlZuHAhe/fuJXfu3NoOT3xBklwhhBAiFUibNi1//fUXZ86coXz58rx79w5XV1fs7e2/f2LaDy4sLIyFCxfSp08f5s+fT3h4OM7Ozly5coXu3bujSYmruf0AJMkVQgghUpGSJUty5MgRFixYQMaMGblw4QK1a9emfv36XLp0SdvhpSiKorBr1y4cHBzo27cvAQEBFClShP3797N27Vqsvyy7JnSKJLlCCCFEKqOnp0ePHj24ceMGAwYMwMDAgB07dlCiRAl69Ogh43Xj4MSJE9SoUYO6dety7tw5zM3N6d69O6dOnaLaj7rEcQojSa4QQgiRSllYWDBz5kyuXLlCixYtCA8P599//yVPnjz069ePhw8fajtEnXP+/HmaN29O+fLl8fb2xtjYGFdXV65evUrDhg0xMDDQdogijiTJFUIIIVK5fPnysXHjRg4fPkzlypUJCgpi7ty55MmTh969e3Pv3j1th6h1hw4dokGDBpQsWZJNmzahp6eHi4sLN27cYNq0aVhYWGg7RBFPkuQKIYQQP4hKlSpx8OBB9u3bh6OjI8HBwcybN4+8efPSpk0bjh8/jqIo2g4z2YSFhbF161YqV65M1apV8fT0RE9PD2dnZy5evMjixYuxsbHRdpgigeSeuxBCCPED0Wg0VK9enerVq3PgwAHGjh2Ll5cX69atY926deTNm5c3b97Qtm1bjI2NtR1uknj+/DmLFi1i3rx5kXexjYyM6NKlC0OHDiVv3rxajlAkBrmTK4QQQvygHB0d2bt3Lz4+Pri4uGBsbMzNmzdxcXEhe/bs9O/fnzNnzqSKu7uhoaHs2LGDtm3bkiNHDoYPH869e/fImDEjQ4cO5c6dO8yfP18S3FREklwhhBDiB1eqVCkWL17M7du3ad++PdbW1rx69Yo5c+bg4OBAsWLFGD9+PFevXtV2qPESHh7O8ePHGThwINbW1tSvX5+1a9cSHByMg4MDS5Ys4dGjR/z5559kz55d2+GKRCZJrhBCCCEAsLS0pFWrVty8eZOdO3fSpk0bjI2NuXz5Mr/99huFCxemYMGCDB8+nEOHDhEcHKztkKN5//49W7ZsoXv37mTPnp0KFSowa9Ysnj17hqWlJf379+fUqVOcOnWKLl26YGpqqu2QRRKRMblCCCGEiEJfXx8nJyecnJx48+YNGzduxN3dnb1793L9+nUmTZrEpEmTMDMzo2rVqtSsWZOKFStSsmTJZE8a3759y4kTJ/D29sbb25tTp05FWco4ffr0NGjQgA4dOlC7dm0MDQ2TNT6hPZLkCiGEECJWGTJkoHv37nTv3p23b9/i6enJli1b8PLy4vnz5+zYsYMdO3YAanJctGhRHBwcKFy4MAUKFKBAgQLY2dl9d33Zd+/ecfv2bW7dusXVq1c5e/YsPj4+3L59O1pbOzs7GjduTOPGjalSpQpGRkbfdW6RMkmSK4QQQog4MTc3p23btrRt25bw8HAuXryIl5cX3t7enDx5Ej8/P86fP8/58+ej7GdgYECWLFmwsrLCysqKLFmykCZNGtKkSYOpqSnGxsaEhIQQEhJCcHAwHz584OXLl7x48YIXL17w+PFjnj17FmtcdnZ2ODo6Uq1aNapVq4adnV0S94RICSTJFUIIIUS86enpUaJECUqUKIGrqyuKovDw4UNOnTqFj48PN27c4Pr16/j6+vLhwwceP37M48ePv+ucmTJlIk+ePOTLl4+SJUtSqlQpSpUqRebMmRPpqkRqIkmuEEIIIb6bRqMhZ86c5MyZk+bNm0duDw8P58mTJzx9+jTy8fz5cwIDAwkMDOTDhw8EBwdjYGCAkZERhoaGmJiYYGFhEfnImjUruXLlIkOGDNq7QJHiSJIrhBBCiCSjp6eHtbU11tbW2g5F/GCkhJgQQgghhEh1JMkVQgghhBCpjk4nuXPnzsXOzg4TExPKlSvHyZMnv9p+w4YNFCxYEBMTE4oVK4anp2cyRSqEEEIIIXSJzia569atw9XVlVGjRuHj40OJEiVwcnKKtYTI0aNHadu2Ld26dePs2bM0bdqUpk2bcunSpWSOXAghhBBCaJvOJrnTp0+nR48euLi4ULhwYebNm0eaNGlYvHhxjO1nzpxJ3bp1GTp0KIUKFWLs2LGULl2aOXPmJHPkQgghhBBC23SyukJwcDBnzpxh+PDhkdv09PSoVasWx44di3GfY8eO4erqGmWbk5MTHh4eMbYPCgoiKCgo8vu3b98C8OrVK0JCQr7zCr4tJCSEwMBAXr58KUsMfkH6JmbSL7GTvomZ9EvspG9iJv0SO+kb3RAQEACAoijfbKuTSe6LFy8ICwsja9asUbZnzZqVa9euxbjP06dPY2z/9OnTGNtPnDiRMWPGRNueK1euBEYthBBCCCGSQ0BAAObm5l9to5NJbnIYPnx4lDu/4eHhvHr1isyZM6PRaJL8/P7+/uTMmZMHDx6QPn36JD9fSiJ9EzPpl9hJ38RM+iV20jcxk36JnfSNblAUhYCAALJnz/7NtjqZ5FpYWKCvr4+fn1+U7X5+flhZWcW4j5WVVbzaGxsbY2xsHGWbNlZSSZ8+vfxjiYX0TcykX2InfRMz6ZfYSd/ETPoldtI32vetO7gRdHLimZGREfb29nh5eUVuCw8Px8vLiwoVKsS4T4UKFaK0B9izZ0+s7YUQQgghROqlk3dyAVxdXencuTMODg6ULVuWGTNm8P79e1xcXADo1KkT1tbWTJw4EYCBAwfi6OjItGnTaNCgAWvXruX06dMsWLBAm5chhBBCCCG0QGeTXGdnZ54/f87vv//O06dPKVmyJDt37oycXHb//n309P67EV2xYkVWr17Nb7/9xogRI8iXLx8eHh4ULVpUW5fwVcbGxowaNSrakAkhfRMb6ZfYSd/ETPoldtI3MZN+iZ30TcqjUeJSg0EIIYQQQogURCfH5AohhBBCCPE9JMkVQgghhBCpjiS5QgghhBAi1ZEkVwghhBBCpDqS5GrBqVOnqF+/PhkyZMDMzIzy5cuzfv16bYelFZMnT0aj0aDRaDh+/HiU10aPHh35WkyPu3fvaifoJBAeHs6cOXMoXbo0adKkIX369FStWpUtW7bE2N7f3x9XV1dsbW0xNjbGzs6OoUOH8u7du2SOPHGsXLmSXr164eDggLGxMRqNhqVLl8bYdtWqVTRr1ow8efKQLl060qZNS5EiRRg8eDCPHj2K1v7u3btffR+NHj06aS/uO8WnbwB8fX1xcXEhX758mJqaYm1tTe3atWN9L4Hap2XLlsXMzIyMGTPSsGFDfHx8kuBqEsejR4+YMWMGderUwcbGBiMjI6ysrGjRogUnTpyI0jYkJAQ3Nzc6d+5MoUKFSJs2LenSpaNcuXL8888/hIWFRTt+Sn7PxKdvgK9eZ8TjwYMH0fZLae8ZgI8fP+Lq6krVqlXJnj07JiYmWFlZUalSJZYsWUJISEiU9ufOnWPEiBE4OTlhaWmJRqOhWrVqsR4/Jb9vUiudLSGWWu3fvx8nJydMTExo06YN6dKlw83NDWdnZx48eMBPP/2k7RCTzaVLlxg1ahRmZma8f/8+1nadO3fGzs4u2nZtrFCXFBRFoXXr1ri5uZEnTx66detGUFAQmzdvpkmTJsyePZt+/fpFtn///j2Ojo6cO3eOOnXq0LZtW86ePcvUqVM5cOAABw8exMTERItXFH+//fYb9+7dw8LCgmzZsnHv3r1Y265duxZfX1/Kly9PtmzZUBSFc+fOMXPmTJYuXcrhw4cpUqRItP1KlChB06ZNo23/2i8tXRCfvjlx4gTVq1cnJCSExo0b06JFC549e4a7uztNmjRh9OjRjBo1Kso+48eP57fffsPW1pb//e9/BAQEsHbtWipWrIiXlxeVKlVK6kuMt9mzZzN58mTy5MlDnTp1sLS0xNfXFw8PDzw8PFi9ejXOzs4A3Lp1i5YtW5I2bVpq1qxJ48aNefv2LVu3bqVPnz54enqyZcuWGJdzT4nvmfj0DRDt/RDh5s2brFq1isKFC5MzZ84or6XE9wzAu3fv+OeffyhbtiwNGjTA0tKS169fs2PHDrp27cratWvZsWNHZHlSDw8PJk6ciJGREfnz5+fFixdxOk9KfN+kWopINiEhIUqePHkUY2Nj5ezZs5Hb37x5o+TPn18xMjJS7t69q70Ak1FwcLBSunRppVy5ckqHDh0UQDl27FiUNqNGjVIAZf/+/doJMpls2LBBAZRKlSopgYGBkdufP3+u2NraKsbGxsqdO3cit//+++8KoPz8889RjvPzzz8rgDJhwoTkCj3R7NmzJ/K9P3HiRAVQlixZEmPbDx8+xLj933//VQClZcuWUbbfuXNHAZTOnTsnZsjJJj59U69ePQVQPDw8omy/e/euki5dOsXU1FT5+PFj5PYbN24oBgYGSv78+ZU3b95Ebj979qxibGysFCpUSAkLC0v8i/pObm5uire3d7TtBw8eVAwNDZWMGTNGXufDhw+VuXPnKu/evYvS9t27d4qDg4MCKOvXr4/yWkp+z8Snb76mX79+CqBMmzYtyvaU+p5RFEUJCwtTgoKCom0PCQlRqlWrpgDKtm3bIrdfunRJOXPmjBIcHKw8efJEARRHR8dYj5+S3zeplQxXSEb79u3j1q1btGvXjpIlS0ZuNzc3Z8SIEQQHB7Ns2TLtBZiMxo8fz+XLl1m8eDH6+vraDkerNm/eDMCIESMwNTWN3G5hYcHgwYMJCgpiyZIlgHrX999//yVt2rSMHDkyynFGjhxJ2rRp+ffff5Mv+ERSq1YtbG1t49Q2trvUrVq1AtQ7UKlJfPrm9u3baDQa6tWrF2W7ra0txYoV48OHD1GGtCxZsoTQ0FB+/fXXKGvBlyxZkrZt23L16lUOHz6cOBeSiJo3b46jo2O07VWqVKF69eq8fv2aixcvAmBtbU2fPn0wMzOL0tbMzAxXV1cADhw4kPRBJ5P49E1sPn78yKpVqzAyMqJjx45RXkup7xkAPT09jIyMom03MDCgWbNmQNT/P4oUKULp0qUxNDRMthhF4pIkNxl5e3sDUKdOnWivOTk5AanrP9vY+Pj4MH78eEaNGkXhwoW/2f7gwYNMnjyZKVOm4OHhkWLHncbm6dOnAOTKlSvaaxHb9u3b9//27jwmquvtA/h3RnAAcUABAVlEtjIKYhG0xBUIuFVqFaO2FgQxxmgTqdY2bqhRW2td2ljjhkXESqViTUVAQawpTS0BSS0WmCJ1AXGhCGFQ1uf9o+/Mj+kMyygOnevzSUg755x75szN4+XhzLnnAvhnvWVVVRXGjx+v9Zf2+PHjcevWLa1r6IQuPT0dADp9ymFVVRW++uor7NixAwkJCSgvL9fn8PTC29sbRISMjAy18jt37uDGjRvw9fWFlZWVqlyI1yRlQmJk1P1qvO7aCi1menpu0tLSUFtbi/DwcNjY2KjVCTFm2tvbkZmZCaDz64cuhBY3hozX5OqRXC4HAHh4eGjU2dnZwdzcXNVGqJqamhAZGYnRo0dj7dq1PTrm32vGLC0t8cUXXyAyMvJlDFHvrK2tAQAVFRWQyWRqdRUVFQCAsrIyAF3HkLI8KysLcrlcYx2d0Jw+fRo3b95EY2MjiouLkZWVheHDh2Pr1q1a21+6dAmXLl1SvRaJRHj33Xdx8OBBjT8YDNW2bduQl5eHiIgIhIeHw9PTU7Um183NDd9++61ae7lcDnNzc9jZ2Wn0pYwxQ7om3blzB9nZ2bC3t4ePj0+37Y8dOwZAe8IGCCtmdDk3CQkJAIDY2FiNOiHETHNzM3bs2AEiQk1NDXJyclBSUoLo6GiEhIS8cP9CihtDx0muHtXV1QGA2lc8HUmlUlUbodq0aRPkcjkKCgq6Xabg6+uLY8eOYcqUKbC3t0d1dTXOnz+PTZs2YfHixbC0tER4eLieRv7yTJ8+HSkpKfj0008RHBys+jq+pqYG+/btAwA8efIEQM9iqGM7ITt9+jTOnDmjeu3v74+UlBSNGXEzMzNs3LgRs2fPhpubG9rb21FYWIj169cjOTkZjY2Nav0YMi8vL/zyyy+YN28e0tLSVOVWVlaIjo6Gm5ubWvu6ujoMGTJEa1+GFkstLS1477330NTUhJ07d3Z7fTl8+DAyMjIQHByMGTNmqNUJLWZ0OTcVFRXIzc2Fs7MzQkNDNeqFEDPNzc3YsmWL6rVIJMKaNWvwySefvFC/QosbQejjNcGvlNDQUAJAcrlca/3QoUNJKpXqeVT68/PPP5NYLKatW7eqlUdFRWm98awz2dnZJBKJyMfH52UMU+9aWlooKCiIAJC7uzutXLmSli1bRra2tjRq1CgCQCYmJkREdPLkSQJA69ev19rXunXrCAClpaXp8yP0qu5urvq32tpaunz5MgUGBpKFhQXl5OT06DiFQkGvvfYaAaCCgoIXGLH+dHdurl27Rvb29hQWFkYFBQWkUCiovLyc4uLiCADNmzdPrb2xsTE5ODho7ausrIwAUHh4eG9/jF7X1tZG77zzDgGgpUuXdtv+hx9+IGNjYxo2bBhVVVX1+H0MMWZ0PTcbNmwgABQfH6+1XigxQ/TPubl79y4dOHCALC0tafz48VRXV6e1bU9uPOuMIcaNUPCaXD1Szr519ldufX19pzN0hq61tRVRUVEYNWoUPv744xfqKyQkBG5ubrhx4wbq6+t7aYR9x8jICBkZGdi8eTPEYjEOHz6s2vLpu+++AwDVzElPYqhju1eBpaUlgoKCkJmZCVNTU0RGRmrsd6mNmZmZ6qaavLy8lz3Ml66lpQULFiyAWCzG2bNnVXsuu7q6Ys+ePZg9ezZSU1PVPquFhYXBx1J7eztiYmLwzTffYNGiRTh48GCX7S9cuICIiAjY2tri8uXLsLe37/F7GVrM6Hpu2tvbkZiYCLFYjJiYGK1thBAzSmKxGI6Ojli+fDkOHz6MvLw8bN++vdffx9DiRkg4ydWjrtYrVVdXo6GhodO1loauoaEBcrkcRUVF6N+/v9oG2codJQIDAyESifD99993259yHWtjY+PLHLbeSCQSxMfHo7S0FE1NTXj48CEOHTqkeriBv78/gO7XvHW3ZlfIpFIp3njjDVRWVvZ4hwVlHHW1T7OhKCkpQUVFBcaNGwczMzON+qCgIADA9evXVWUeHh5oaGhQ3fzYkSHEUnt7O6Kjo3H8+HEsXLhQlaB1Jj09HXPmzIG1tTVyc3Ph6uqq83saSszoem4AIDMzE/fu3UNoaCicnZ21tjH0mOmMcl228sa63mYocSM0nOTqkXJbl4sXL2rUZWVlqbURGolEgiVLlmj9UV4Qw8PDsWTJEq0PfuhIoVCguLgYAwYMUF04hOrkyZMAgAULFgD455fH0KFDkZeXp3GxVCgUyMvLw/DhwwV/01lnqqqqAKDHW/4onwDVXcwZgubmZgDAo0ePtNYryyUSiarMkK9JyiQuKSkJ8+fPx4kTJ7pca5qeno65c+di8ODByM3Nhbu7+3O9ryHEjK7nRqmrG86UDDlmuqLrtUNXhhA3gtTX6yVeJS0tLeTq6trlwyA6bvr/qtC2Jre+vp5KS0s12jY2NtLChQsJAEVHR+tzmC+VtnVgqampJBaLKSAggFpbW1XlQnwYREddrTutr6+nkpISrcclJCQQAPLw8FArLywspPb2do32Z86cIbFYTIMGDVLb1P6/rKtz8+zZM5JKpSQWiykrK0ut7s6dO2RjY0MikUjt31VpaalBbuzf1tamum7MmzePWlpaumx/4cIFkkgkZGdn12n8dGTIMaPruVF6+PAhGRsbk42NjdYHJigZaswQERUXF5NCodAoVygUNG3aNAJA27dv13psT9bkGnLcCBXvrqBHRkZGOHr0KKZOnYpJkyapPdb39u3b+Pzzz/mvvP9XU1MDLy8vBAQEQCaTwc7ODg8ePEB2djbu3bsHHx8f7Nq1q6+H2WvGjRsHJycnyGQymJiY4Ndff8WVK1fg6uqK1NRUtVmYtWvX4ty5c9i5cyeuX78OPz8/FBYW4uLFiwgICMCqVav67oM8p6NHj6o2kFduVH/06FHVV4cTJkxAbGwsampqIJPJ4O/vDy8vLzg4OKC2thb5+fkoLCyEVCrVeKBKXFwcysvLERgYCEdHR7S1taGwsBA//fQTJBIJEhMT/9NrCHt6biQSCXbt2oVly5Zh+vTpePPNN+Hl5YXq6mqkpaWhoaEBq1evhqenp6pvT09PbN68GRs2bICvry/mzp2rekQrABw5cqTbr7j7wtatW3H8+HGYm5vD09MT27Zt02gze/ZsjB49GiUlJXj77bfR1NSEKVOm4NSpUxptXVxcsHjxYtVrQ44ZXc5NR0lJSapdGLQ9MEHJUGMG+GdHlj179mDChAlwcXGBVCpFZWUlMjIyUFNTg4kTJyIuLk7VvqSkBJ9++ikA4OnTp6qyjrGSmJio+n9DjhvB6uss+1V07do1mjZtGkmlUjI1NaWxY8dSSkpKXw+rz2ibya2rq6MVK1ZQQEAA2djYkJGREQ0cOJDGjh1Ln332mdrjb4UgPj6efHx8aODAgWRiYkIymYw2bNjQ6Z2+T548oVWrVpGTkxMZGxuTs7MzrV69murr6/U88t6hjIHOfpSPyWxoaKBNmzbRpEmTyM7OjoyNjWnAgAE0cuRIiouLo7t372r0feTIEZo2bRo5OTmRqakpSSQScnV1pdjYWPrjjz/0/El119Nzo3Tx4kWaOXMmWVtbU79+/cjCwoImTZpEycnJnb5HcnIy+fv7k6mpKVlYWNCMGTP+03eBd3dO0GG2Ozc3t9u2/56dM+SY0eXcdCSTyQgA3bx5s0fvY2gxQ0SUn59PS5cupZEjR5KlpSUZGRmRlZUVBQUF0aFDhzRmvXsSOx0ZctwIlYiIqPdTZ8YYY4wxxvrOf/M7BcYYY4wxxl4AJ7mMMcYYY0xwOMlljDHGGGOCw0kuY4wxxhgTHE5yGWOMMcaY4HCSyxhjjDHGBIeTXMYYY4wxJjic5DLGGGOMMcHhJJcxxhhjjAkOJ7mMMdZHfH19IRKJIJFIUFNT09fDUUlMTIRIJMLixYv7eiiMMfbcOMlljLE+kJ+fj99++w0A0NzcjOTk5D4eEWOMCQsnuYwx1gcSEhIAAA4ODmqvGWOM9Q5OchljTM8aGxtx6tQpAMCJEydgbm6OGzduID8/v49HxhhjwsFJLmOM6Vlqairq6+vh7e2NoKAgzJ8/H0Dns7lTpkyBSCTClStXUFRUhDlz5sDa2hoSiQQjRozA7t27QURaj1UoFNi4cSM8PDwgkUgwdOhQxMTEoLKyEps3b4ZIJMLmzZt1Gn9VVRU++OADyGQymJmZYeDAgQgICMD+/fvR2tqqU1+MMfaycJLLGGN6pkxmY2Ji1P6bkpKCp0+fdnpcVlYWxo0bh5KSEoSGhiIwMBBlZWVYs2YN4uLiNNorFAoEBQVh27ZtqK6uRlhYGCZMmIDMzEz4+fnh9u3bOo/96tWr8Pb2xt69e/Hs2TOEhoZi/PjxKC8vx/vvv4+ZM2eipaVF534ZY6zXEWOMMb0pLS0lAGRsbEwPHz5UlXt5eREASkpK0jhm8uTJBIAA0MGDB9XqcnJySCQSUb9+/eju3btqdXFxcQSARowYQVVVVaryp0+fUkREhKrP+Ph4teO+/vprAkBRUVFq5ffv3ycrKysSiUR04MABamtrU9U9fvyYgoODCQBt2bJF19PCGGO9jmdyGWNMj44dOwYACA8Ph42NjapcOZvb1Q1oc+bMwbJly9TKgoODMXXqVLS1tSE3N1dV/vTpUxw5cgQAsHfvXtjb26vqTExMcODAAZiZmek09n379qGmpgYrVqzA8uXLIRb/71eIlZUVkpKSYGxsjP3793e6fIIxxvSFk1zGGNOT1tZWHD9+HMD/klqlyMhIGBkZ4erVqygvL9d6/KxZs7SWy2QyAEBlZaWqrKCgAA0NDbC2tkZYWJjGMTY2NggNDdVp/Onp6QCgWkP8bw4ODvDw8MCjR48gl8t16psxxnobJ7mMMaYn6enpqK6uhoODA6ZOnapWZ2trixkzZoCIVLO9/+bs7Ky1XCqVAgCePXumKrt37x4AwMXFpdPxdFWnza1btwAAEydOhEgk0vpz8+ZNAMCjR4906psxxnqbUV8PgDHGXhXKpQjPnj3D5MmTNeqVM7GJiYnYunUr+vXrp1bfcXlAT4lEoueq06a9vR0AEBERgQEDBnTZ1srKSqe+GWOst3GSyxhjenD//n1cuHABAFBTU4O8vLxO21ZVVSEzMxMzZ8587vdTPmTir7/+6rRNV3XaODk5QS6X46OPPoK/v/9zj40xxvSBlyswxpgeJCYmoq2tDePGjQMRdfqzdu1aAC/+BLQxY8bAzMwMjx49QnZ2tkb948ePcenSJZ36nD59OgDg9OnTLzQ2xhjTB05yGWNMD5TrbKOiorpsFxkZCQA4f/78C61rNTMzQ2xsLAAgLi4ODx48UNU1NTVh5cqVUCgUOvX54YcfwtLSEnv27MHu3bvR3Nys0aaiogLJycnPPW7GGOstnOQyxthL9uOPP+LPP/+ERCLBggULumw7cuRI+Pn5oaWlBUlJSS/0vtu3b8eYMWPw+++/w93dHW+99Rbmz58PV1dX5OTkqBLu/v3796g/R0dHnDt3DoMGDcKaNWvg5OSEkJAQLFq0CLNmzYK7uztcXV2xf//+Fxo3Y4z1Bk5yGWPsJVMuPZg1axYGDRrUbXvlbO6LLlkwNzfHlStXsG7dOgwZMgSZmZm4evUqQkJCUFBQoLqxzdrausd9Tpo0CcXFxdi4cSMcHR2Rn5+P1NRUFBUVwdbWFvHx8ar9eRljrC+JiHfsZoyxV05LSwu8vb1RVlaGgoIC+Pn59fWQGGOsV/FMLmOMCVhBQYFq6y+lhoYGrFy5EmVlZRg1ahQnuIwxQeKZXMYYEzAXFxc0NjbCx8cHQ4YMwcOHD1FUVIS///4bgwcPRnZ2Nl5//fW+HiZjjPU6TnIZY0zAvvzyS5w9exYlJSWora2FWCzGsGHDEBYWprp5jDHGhIiTXMYYY4wxJji8JpcxxhhjjAkOJ7mMMcYYY0xwOMlljDHGGGOCw0kuY4wxxhgTHE5yGWOMMcaY4HCSyxhjjDHGBIeTXMYYY4wxJjic5DLGGGOMMcH5P/eP54/M0070AAAAAElFTkSuQmCC" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = r.results[0].profile_plot(reorder_scales=True, incl_amp=False, incl_disp=False, incl_pred=True, incl_fit=False);\n", + "ax.grid(True)\n", + "plt.ylim(0, 0.5)\n", + "plt.xlabel(\"Angle\")\n", + "plt.title(\"Cosine curve estimated by SSM\")\n", + "plt.show()\n" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2023-11-25T21:47:43.700849Z", + "start_time": "2023-11-25T21:47:43.597822Z" + } + }, + "id": "c826947d0b98109e" + }, + { + "cell_type": "markdown", + "source": [ + "## Understanding the SSM Parameters\n", + "\n", + "The SSM estimates a cosine curve to the data using the following equation:\n", + "\n", + "$$\n", + "S_i = e + a \\times \\cos(\\theta_i - d)\n", + "$$\n", + "\n", + "where $S_i$ and $\\theta_i$ are the score and angle on scale $i$, respectively, and $e$, $a$, and $d$ are the elevation, amplitude, and displacement of the curve, respectively. Before we discuss these parameters, however, we can also estimate the fit of the SSM model. This is essentially how close the cosine curve is to the observed data points." + ], + "metadata": { + "collapsed": false + }, + "id": "dcc2aa0d761cfcf8" + }, + { + "cell_type": "code", + "execution_count": null, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false + }, + "id": "3d4382669e2bbfa8" + }, + { + "cell_type": "markdown", + "source": [ + "## Example Data: jz2017\n", + "\n", + "To illustrate the SSM functions, we will use the example dataset `JZ2017`, which was provided by Zimmerman & Wright (2017). This dataset includes self-report data from 1166 undergraduate students. Students completed a circumplex measure of interpersonal problems with eight subscales (PA, BC, DE, FG, HI, JK, LM, and NO) and a measure of personality disorder symptoms with ten subscales (PARPD, SCZPD, SZTPD, ASPD, BORPD, HISPD, NARPD, AVPD, DPNPD, and OCPD). More information about these variables can be accessed by looking at the summary of the dataset with `jz_data.summary()`:" + ], + "metadata": { + "collapsed": false + }, + "id": "67084a8065287c69" + }, + { + "cell_type": "code", + "execution_count": 27, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CSIP: Circumplex Scales of Interpersonal Problems\n", + "64 Items, 8 Scales\n", + "Boudreaux, Ozer, Oltmanns, & Wright (2018)\n", + "\n", + "\n", + "The CSIP contains 8 circumplex scales.\n", + "PA: Domineering (90°)\n", + "BC: Self-Centered (135°)\n", + "DE: Distant (180°)\n", + "FG: Socially Inhibited (225°)\n", + "HI: Nonassertive (270°)\n", + "JK: Exploitable (315°)\n", + "LM: Self-Sacrificing (360°)\n", + "NO: Intrusive (45°)\n", + "\n", + "The CSIP is rated using the following 4-point scale.\n", + "0. Not a problem\n", + "1. Minor problem\n", + "2. Moderate problem\n", + "3. Serious problem\n", + "\n", + "The CSIP contains 64 items (open-access).\n", + "None\n", + "None\n" + ] + } + ], + "source": [ + "from circumplex.datasets import JZ2017\n", + "jz_data = JZ2017\n", + "\n", + "print(jz_data.summary())" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2023-11-25T21:56:47.916012Z", + "start_time": "2023-11-25T21:56:47.913275Z" + } + }, + "id": "d06f5b82ed8a562c" + }, + { + "cell_type": "markdown", + "source": [ + "And we can view the accompanying dataset with:" + ], + "metadata": { + "collapsed": false + }, + "id": "c00508ca5abc4368" + }, + { + "cell_type": "code", + "execution_count": 28, + "outputs": [ + { + "data": { + "text/plain": " Gender PA BC DE FG HI JK LM NO PARPD SCZPD \\\n0 Female 1.50 1.50 1.25 1.00 2.00 2.50 2.25 2.50 4 3 \n1 Female 0.00 0.25 0.00 0.25 1.25 1.75 2.25 2.25 1 0 \n2 Female 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0 1 \n3 Male 2.00 1.75 1.75 2.50 2.00 1.75 2.00 2.50 1 0 \n4 Female 0.25 0.50 0.25 0.00 0.00 0.00 0.00 0.00 0 0 \n\n SZTPD ASPD BORPD HISPD NARPD AVPD DPNPD OCPD \n0 7 7 8 4 6 3 4 6 \n1 2 0 1 2 3 0 1 0 \n2 0 4 1 5 4 0 0 1 \n3 0 0 1 0 0 0 0 0 \n4 0 0 1 0 0 1 0 0 ", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GenderPABCDEFGHIJKLMNOPARPDSCZPDSZTPDASPDBORPDHISPDNARPDAVPDDPNPDOCPD
0Female1.501.501.251.002.002.502.252.504377846346
1Female0.000.250.000.251.251.752.252.251020123010
2Female0.000.000.000.000.000.000.000.000104154001
3Male2.001.751.752.502.001.752.002.501000100000
4Female0.250.500.250.000.000.000.000.000000100100
\n
" + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "jz_data.data.head()\n" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2023-11-25T21:57:14.886388Z", + "start_time": "2023-11-25T21:57:14.879946Z" + } + }, + "id": "3828a5802369696e" + }, + { + "cell_type": "markdown", + "source": [ + "The circumplex scales in `JZ2017` come from the Inventory of Interpersonal Problems - Short Circumplex (IIP-SC). These scales can be arranged into the following circular model, which is organized around the two primary dimensions of agency (y-axis) and communion (x-axis). Note that the two-letter scale abbreviations and angular values are based on convention. A high shore on PA indicates that one has interpersonal problems related to being \"domineering\" or too high on agency, whereas a high score on DE indicates problems related to being \"cold\" or too low on communion. Scales that are not directly on the y-axis or x-axis (i.e. BC, FG, JK, and NO) represent blends of agency and communion. " + ], + "metadata": { + "collapsed": false + }, + "id": "480a56f45e82f917" + }, + { + "cell_type": "code", + "execution_count": 29, + "outputs": [ + { + "data": { + "text/plain": "
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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "jz_data.demo_plot()" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2023-11-25T22:16:15.312363Z", + "start_time": "2023-11-25T22:16:15.175324Z" } }, "id": "4fca74a7a59559a" + }, + { + "cell_type": "markdown", + "source": [ + "## Mean-based SSM Analysis\n", + "\n", + "### Conducting SSM for a group's mean scores\n", + "\n", + "To begin, [...]" + ], + "metadata": { + "collapsed": false + }, + "id": "4113f134c1dabad1" + }, + { + "cell_type": "code", + "execution_count": null, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false + }, + "id": "6f8df300b9442ef0" } ], "metadata": { diff --git a/docs/tutorials/Random_exs.ipynb b/docs/tutorials/Random_exs.ipynb index c067472..553c1d1 100644 --- a/docs/tutorials/Random_exs.ipynb +++ b/docs/tutorials/Random_exs.ipynb @@ -2,25 +2,16 @@ "cells": [ { "cell_type": "code", - "execution_count": 139, + "execution_count": 1, "id": "initial_id", "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2023-11-14T12:47:47.905315Z", - "start_time": "2023-11-14T12:47:46.533837Z" + "end_time": "2023-11-25T18:35:33.850694Z", + "start_time": "2023-11-25T18:35:30.492419Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], + "outputs": [], "source": [ "%load_ext autoreload\n", "%matplotlib inline\n", @@ -37,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": 140, + "execution_count": 2, "outputs": [ { "name": "stdout", @@ -60,7 +51,7 @@ "data": { "text/plain": "(
, )" }, - "execution_count": 140, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, @@ -84,21 +75,21 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T12:47:49.302857Z", - "start_time": "2023-11-14T12:47:47.906877Z" + "end_time": "2023-11-25T18:35:34.173769Z", + "start_time": "2023-11-25T18:35:33.851413Z" } }, "id": "7be48f6cc42a46b2" }, { "cell_type": "code", - "execution_count": 162, + "execution_count": 3, "outputs": [ { "data": { "text/plain": "SSMParams(deu_loud, scores=PAQ1 -0.735505\nPAQ2 -0.094355\nPAQ3 0.344259\nPAQ4 0.656572\nPAQ5 0.753815\nPAQ6 0.021532\nPAQ7 -0.394931\nPAQ8 -0.795127\ndtype: float64, angles=(0, 45, 90, 135, 180, 225, 270, 315))" }, - "execution_count": 162, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -109,15 +100,15 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T12:52:45.183157Z", - "start_time": "2023-11-14T12:52:45.167391Z" + "end_time": "2023-11-25T18:35:34.189540Z", + "start_time": "2023-11-25T18:35:34.174990Z" } }, "id": "78230ac68ea161a9" }, { "cell_type": "code", - "execution_count": 142, + "execution_count": 4, "outputs": [ { "name": "stdout", @@ -143,21 +134,21 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T12:47:49.350714Z", - "start_time": "2023-11-14T12:47:49.308049Z" + "end_time": "2023-11-25T18:35:34.264170Z", + "start_time": "2023-11-25T18:35:34.181711Z" } }, "id": "83645267c6b51ea1" }, { "cell_type": "code", - "execution_count": 143, + "execution_count": 5, "outputs": [ { "data": { "text/plain": "[SSMParams(deu_loud, scores=PAQ1 -0.735505\n PAQ2 -0.094355\n PAQ3 0.344259\n PAQ4 0.656572\n PAQ5 0.753815\n PAQ6 0.021532\n PAQ7 -0.394931\n PAQ8 -0.795127\n dtype: float64, angles=(0, 45, 90, 135, 180, 225, 270, 315)),\n SSMParams(eng_loud, scores=PAQ1 -0.606997\n PAQ2 -0.027397\n PAQ3 0.324510\n PAQ4 0.608231\n PAQ5 0.644103\n PAQ6 0.117573\n PAQ7 -0.314404\n PAQ8 -0.730986\n dtype: float64, angles=(0, 45, 90, 135, 180, 225, 270, 315)),\n SSMParams(hrv_loud, scores=PAQ1 -0.621366\n PAQ2 0.328738\n PAQ3 0.364106\n PAQ4 0.700794\n PAQ5 0.669574\n PAQ6 0.011157\n PAQ7 -0.321482\n PAQ8 -0.633544\n dtype: float64, angles=(0, 45, 90, 135, 180, 225, 270, 315)),\n SSMParams(ita_loud, scores=PAQ1 -0.516713\n PAQ2 0.126906\n PAQ3 0.249130\n PAQ4 0.617427\n PAQ5 0.690386\n PAQ6 -0.058512\n PAQ7 -0.191610\n PAQ8 -0.651333\n dtype: float64, angles=(0, 45, 90, 135, 180, 225, 270, 315)),\n SSMParams(por_loud, scores=PAQ1 -0.489250\n PAQ2 0.375296\n PAQ3 0.695722\n PAQ4 0.639984\n PAQ5 0.607933\n PAQ6 -0.223063\n PAQ7 -0.328263\n PAQ8 -0.621765\n dtype: float64, angles=(0, 45, 90, 135, 180, 225, 270, 315)),\n SSMParams(swe_loud, scores=PAQ1 -0.661008\n PAQ2 0.014031\n PAQ3 0.232966\n PAQ4 0.725853\n PAQ5 0.787736\n PAQ6 0.066319\n PAQ7 -0.298978\n PAQ8 -0.737212\n dtype: float64, angles=(0, 45, 90, 135, 180, 225, 270, 315)),\n SSMParams(tur_loud, scores=PAQ1 -0.502171\n PAQ2 0.087115\n PAQ3 0.580815\n PAQ4 0.562785\n PAQ5 0.758338\n PAQ6 -0.187736\n PAQ7 -0.584758\n PAQ8 -0.723721\n dtype: float64, angles=(0, 45, 90, 135, 180, 225, 270, 315))]" }, - "execution_count": 143, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -168,15 +159,15 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T12:47:49.351172Z", - "start_time": "2023-11-14T12:47:49.330690Z" + "end_time": "2023-11-25T18:35:34.264776Z", + "start_time": "2023-11-25T18:35:34.219547Z" } }, "id": "f155ed134be053e2" }, { "cell_type": "code", - "execution_count": 144, + "execution_count": 6, "outputs": [ { "data": { @@ -195,22 +186,22 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T12:47:49.914420Z", - "start_time": "2023-11-14T12:47:49.337051Z" + "end_time": "2023-11-25T18:35:34.885920Z", + "start_time": "2023-11-25T18:35:34.222066Z" } }, "id": "8632928f988b2c91" }, { "cell_type": "code", - "execution_count": 145, + "execution_count": 7, "outputs": [ { "data": { "text/plain": " label group measure elevation xval yval amplitude \\\ndeu_loud deu_loud deu loud -0.030467 -0.649443 0.420938 0.773928 \neng_loud eng_loud eng loud 0.001829 -0.575145 0.370843 0.684336 \nhrv_loud hrv_loud hrv loud 0.062247 -0.502474 0.463418 0.683547 \nita_loud ita_loud ita loud 0.033210 -0.493285 0.367250 0.614981 \npor_loud por_loud por loud 0.082074 -0.391568 0.584820 0.703804 \nswe_loud swe_loud swe loud 0.016213 -0.630065 0.382379 0.737018 \ntur_loud tur_loud tur loud -0.001167 -0.493964 0.567405 0.752296 \n\n displacement r2 PAQ1 PAQ2 PAQ3 PAQ4 PAQ5 PAQ6 PAQ7 \\\ndeu_loud 147.050614 0.978323 0 45 90 135 180 225 270 \neng_loud 147.186772 0.982669 0 45 90 135 180 225 270 \nhrv_loud 137.315498 0.916134 0 45 90 135 180 225 270 \nita_loud 143.332361 0.912120 0 45 90 135 180 225 270 \npor_loud 123.804373 0.928637 0 45 90 135 180 225 270 \nswe_loud 148.746958 0.955507 0 45 90 135 180 225 270 \ntur_loud 131.041796 0.947249 0 45 90 135 180 225 270 \n\n PAQ8 \ndeu_loud 315 \neng_loud 315 \nhrv_loud 315 \nita_loud 315 \npor_loud 315 \nswe_loud 315 \ntur_loud 315 ", "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
labelgroupmeasureelevationxvalyvalamplitudedisplacementr2PAQ1PAQ2PAQ3PAQ4PAQ5PAQ6PAQ7PAQ8
deu_louddeu_louddeuloud-0.030467-0.6494430.4209380.773928147.0506140.97832304590135180225270315
eng_loudeng_loudengloud0.001829-0.5751450.3708430.684336147.1867720.98266904590135180225270315
hrv_loudhrv_loudhrvloud0.062247-0.5024740.4634180.683547137.3154980.91613404590135180225270315
ita_loudita_louditaloud0.033210-0.4932850.3672500.614981143.3323610.91212004590135180225270315
por_loudpor_loudporloud0.082074-0.3915680.5848200.703804123.8043730.92863704590135180225270315
swe_loudswe_loudsweloud0.016213-0.6300650.3823790.737018148.7469580.95550704590135180225270315
tur_loudtur_loudturloud-0.001167-0.4939640.5674050.752296131.0417960.94724904590135180225270315
\n
" }, - "execution_count": 145, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -221,15 +212,15 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T12:47:49.924098Z", - "start_time": "2023-11-14T12:47:49.918940Z" + "end_time": "2023-11-25T18:35:34.896960Z", + "start_time": "2023-11-25T18:35:34.888084Z" } }, "id": "99ab18f9960d34a2" }, { "cell_type": "code", - "execution_count": 157, + "execution_count": 8, "outputs": [ { "name": "stdout", @@ -252,7 +243,7 @@ "data": { "text/plain": "(
, )" }, - "execution_count": 157, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, @@ -293,15 +284,15 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T12:49:55.600911Z", - "start_time": "2023-11-14T12:49:55.433153Z" + "end_time": "2023-11-25T18:35:35.119549Z", + "start_time": "2023-11-25T18:35:34.900761Z" } }, "id": "a33ca93dde25b889" }, { "cell_type": "code", - "execution_count": 159, + "execution_count": 9, "outputs": [ { "data": { @@ -318,22 +309,22 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T12:50:10.138302Z", - "start_time": "2023-11-14T12:50:09.559106Z" + "end_time": "2023-11-25T18:35:36.029078Z", + "start_time": "2023-11-25T18:35:35.101478Z" } }, "id": "e5d424d89e2d808c" }, { "cell_type": "code", - "execution_count": 160, + "execution_count": 10, "outputs": [ { "data": { "text/plain": " label group measure elevation xval yval amplitude \\\ndeu_loud deu_loud deu loud 0.008102 -0.757320 0.232137 0.792100 \neng_loud eng_loud eng loud 0.005455 -0.585892 0.340915 0.677859 \nhrv_loud hrv_loud hrv loud 0.089558 -0.613045 0.313814 0.688697 \nita_loud ita_loud ita loud 0.062258 -0.595895 0.224498 0.636781 \npor_loud por_loud por loud 0.099232 -0.514793 0.449479 0.683405 \nswe_loud swe_loud swe loud 0.054330 -0.735613 0.204448 0.763495 \ntur_loud tur_loud tur loud 0.023584 -0.615972 0.401942 0.735513 \n\n displacement r2 PAQ1 PAQ2 PAQ3 PAQ4 PAQ5 PAQ6 PAQ7 \\\ndeu_loud 162.958416 0.998362 0 65 97 131 182 255 281 \neng_loud 149.805988 0.981556 0 46 93 138 182 228 272 \nhrv_loud 152.892397 0.963337 0 65 97 131 182 255 281 \nita_loud 159.356518 0.974369 0 65 97 131 182 255 281 \npor_loud 138.874937 0.973591 0 65 97 131 182 255 281 \nswe_loud 164.467842 0.989495 0 65 97 131 182 255 281 \ntur_loud 146.874258 0.969585 0 65 97 131 182 255 281 \n\n PAQ8 \ndeu_loud 335 \neng_loud 340 \nhrv_loud 335 \nita_loud 335 \npor_loud 335 \nswe_loud 335 \ntur_loud 335 ", "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
labelgroupmeasureelevationxvalyvalamplitudedisplacementr2PAQ1PAQ2PAQ3PAQ4PAQ5PAQ6PAQ7PAQ8
deu_louddeu_louddeuloud0.008102-0.7573200.2321370.792100162.9584160.99836206597131182255281335
eng_loudeng_loudengloud0.005455-0.5858920.3409150.677859149.8059880.98155604693138182228272340
hrv_loudhrv_loudhrvloud0.089558-0.6130450.3138140.688697152.8923970.96333706597131182255281335
ita_loudita_louditaloud0.062258-0.5958950.2244980.636781159.3565180.97436906597131182255281335
por_loudpor_loudporloud0.099232-0.5147930.4494790.683405138.8749370.97359106597131182255281335
swe_loudswe_loudsweloud0.054330-0.7356130.2044480.763495164.4678420.98949506597131182255281335
tur_loudtur_loudturloud0.023584-0.6159720.4019420.735513146.8742580.96958506597131182255281335
\n
" }, - "execution_count": 160, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -344,15 +335,15 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T12:51:04.054966Z", - "start_time": "2023-11-14T12:51:03.920743Z" + "end_time": "2023-11-25T18:35:36.030018Z", + "start_time": "2023-11-25T18:35:35.899807Z" } }, "id": "c7583551aed48dd2" }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 11, "outputs": [], "source": [ "lang_data = data[data[\"Language\"] == \"deu\"]\n", @@ -365,21 +356,21 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-10T16:43:35.338474Z", - "start_time": "2023-11-10T16:43:35.333194Z" + "end_time": "2023-11-25T18:35:36.030123Z", + "start_time": "2023-11-25T18:35:35.906154Z" } }, "id": "bf9f01e61ec25305" }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 12, "outputs": [ { "data": { "text/plain": "[0, 65, 97, 131, 182, 255, 281, 335]" }, - "execution_count": 9, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -390,28 +381,28 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-10T16:43:35.350739Z", - "start_time": "2023-11-10T16:43:35.339245Z" + "end_time": "2023-11-25T18:35:36.030297Z", + "start_time": "2023-11-25T18:35:35.913372Z" } }, "id": "6c83db8be730d642" }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 13, "outputs": [ { "data": { - "text/plain": "(
,\n )" + "text/plain": "(
,\n )" }, - "execution_count": 10, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { - "text/plain": "
", - "image/png": 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" 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" }, "metadata": {}, "output_type": "display_data" @@ -423,21 +414,21 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-10T16:43:35.439774Z", - "start_time": "2023-11-10T16:43:35.343481Z" + "end_time": "2023-11-25T18:35:36.030606Z", + "start_time": "2023-11-25T18:35:35.916368Z" } }, "id": "c2b3a77b1350c969" }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 14, "outputs": [ { "data": { "text/plain": "34.87191446710762" }, - "execution_count": 11, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -448,21 +439,21 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-10T16:43:35.440416Z", - "start_time": "2023-11-10T16:43:35.417767Z" + "end_time": "2023-11-25T18:35:36.031454Z", + "start_time": "2023-11-25T18:35:36.026395Z" } }, "id": "64f3cd8bb92fe5b9" }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 15, "outputs": [ { "data": { "text/plain": "42.91989829477362" }, - "execution_count": 12, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -473,15 +464,15 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-10T16:43:35.440559Z", - "start_time": "2023-11-10T16:43:35.419663Z" + "end_time": "2023-11-25T18:35:36.039183Z", + "start_time": "2023-11-25T18:35:36.032692Z" } }, "id": "a00685d5a11367bb" }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 16, "outputs": [], "source": [ "import soundscapy as sspy\n", @@ -491,22 +482,22 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-10T16:43:35.963571Z", - "start_time": "2023-11-10T16:43:35.423196Z" + "end_time": "2023-11-25T18:35:37.135583Z", + "start_time": "2023-11-25T18:35:36.036804Z" } }, "id": "1a75672166b1fd02" }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 17, "outputs": [ { "data": { "text/plain": " LocationID SessionID GroupID RecordID Language \\\n441 MonumentoGaribaldi MonumentoGaribaldi1 MG101 2.0 Italian \n442 MonumentoGaribaldi MonumentoGaribaldi1 MG101 1.0 Italian \n443 MonumentoGaribaldi MonumentoGaribaldi1 MG102 206.0 English \n444 MonumentoGaribaldi MonumentoGaribaldi1 MG103 3.0 English \n445 MonumentoGaribaldi MonumentoGaribaldi1 MG104 4.0 English \n.. ... ... ... ... ... \n521 MonumentoGaribaldi MonumentoGaribaldi3 MG330 NaN NaN \n522 MonumentoGaribaldi MonumentoGaribaldi3 MG331 NaN NaN \n523 MonumentoGaribaldi MonumentoGaribaldi3 MG332 NaN NaN \n524 MonumentoGaribaldi MonumentoGaribaldi3 MG333 NaN NaN \n525 MonumentoGaribaldi MonumentoGaribaldi3 MG334 NaN NaN \n\n Lockdown start_time end_time latitude longitude ... \\\n441 0 03/03/2019 11:18 03/03/2019 11:22 45.431837 12.354908 ... \n442 0 03/03/2019 11:18 03/03/2019 11:22 45.431837 12.354908 ... \n443 0 03/03/2019 11:18 03/03/2019 11:28 45.431837 12.354908 ... \n444 0 03/03/2019 11:23 03/03/2019 11:29 45.431837 12.354908 ... \n445 0 03/03/2019 11:22 03/03/2019 11:33 45.431837 12.354908 ... \n.. ... ... ... ... ... ... \n521 1 NaN NaN NaN NaN ... \n522 1 NaN NaN NaN NaN ... \n523 1 NaN NaN NaN NaN ... \n524 1 NaN NaN NaN NaN ... \n525 1 NaN NaN NaN NaN ... \n\n FS_Avg,arith(vacil) I_HM_Avg,arith(iu) Ton_HM_Avg,arith(tuHMS) \\\n441 0.0283 0.410 0.2390 \n442 0.0283 0.410 0.2390 \n443 0.0312 0.529 0.2490 \n444 0.0111 0.480 0.1140 \n445 0.0156 0.771 0.0851 \n.. ... ... ... \n521 0.0594 0.383 0.4750 \n522 0.0435 0.381 0.3810 \n523 0.0576 0.407 0.4150 \n524 0.0303 0.453 0.2990 \n525 0.0496 0.422 0.3530 \n\n LZeq_L(dB(SPL)) LAeq_L(A)(dB(SPL)) LA10_LA90(dB(SPL)) \\\n441 60.95 53.66 8.08 \n442 60.95 53.66 8.08 \n443 62.36 54.93 9.13 \n444 59.74 50.01 4.61 \n445 56.51 50.68 5.14 \n.. ... ... ... \n521 62.07 57.41 12.76 \n522 58.19 52.56 10.78 \n523 57.02 53.97 13.76 \n524 57.23 53.72 16.18 \n525 60.17 57.01 16.93 \n\n LCeq_LAeq(dB(SPL)) LC10_LC90(dB(SPL)) RA_2D_cp(cPa) PA(Zwicker) \n441 6.73 4.82 9.86 10.758803 \n442 6.73 4.82 9.86 10.758803 \n443 7.01 4.89 10.40 11.670954 \n444 9.15 3.65 9.10 9.744015 \n445 4.99 3.37 9.81 8.246837 \n.. ... ... ... ... \n521 1.18 8.60 9.53 12.503792 \n522 1.56 6.77 8.60 7.972545 \n523 0.41 8.33 9.03 8.887960 \n524 1.40 8.44 8.41 8.912749 \n525 1.32 8.87 9.65 12.126460 \n\n[85 rows x 78 columns]", "text/html": "
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LocationIDSessionIDGroupIDRecordIDLanguageLockdownstart_timeend_timelatitudelongitude...FS_Avg,arith(vacil)I_HM_Avg,arith(iu)Ton_HM_Avg,arith(tuHMS)LZeq_L(dB(SPL))LAeq_L(A)(dB(SPL))LA10_LA90(dB(SPL))LCeq_LAeq(dB(SPL))LC10_LC90(dB(SPL))RA_2D_cp(cPa)PA(Zwicker)
441MonumentoGaribaldiMonumentoGaribaldi1MG1012.0Italian003/03/2019 11:1803/03/2019 11:2245.43183712.354908...0.02830.4100.239060.9553.668.086.734.829.8610.758803
442MonumentoGaribaldiMonumentoGaribaldi1MG1011.0Italian003/03/2019 11:1803/03/2019 11:2245.43183712.354908...0.02830.4100.239060.9553.668.086.734.829.8610.758803
443MonumentoGaribaldiMonumentoGaribaldi1MG102206.0English003/03/2019 11:1803/03/2019 11:2845.43183712.354908...0.03120.5290.249062.3654.939.137.014.8910.4011.670954
444MonumentoGaribaldiMonumentoGaribaldi1MG1033.0English003/03/2019 11:2303/03/2019 11:2945.43183712.354908...0.01110.4800.114059.7450.014.619.153.659.109.744015
445MonumentoGaribaldiMonumentoGaribaldi1MG1044.0English003/03/2019 11:2203/03/2019 11:3345.43183712.354908...0.01560.7710.085156.5150.685.144.993.379.818.246837
..................................................................
521MonumentoGaribaldiMonumentoGaribaldi3MG330NaNNaN1NaNNaNNaNNaN...0.05940.3830.475062.0757.4112.761.188.609.5312.503792
522MonumentoGaribaldiMonumentoGaribaldi3MG331NaNNaN1NaNNaNNaNNaN...0.04350.3810.381058.1952.5610.781.566.778.607.972545
523MonumentoGaribaldiMonumentoGaribaldi3MG332NaNNaN1NaNNaNNaNNaN...0.05760.4070.415057.0253.9713.760.418.339.038.887960
524MonumentoGaribaldiMonumentoGaribaldi3MG333NaNNaN1NaNNaNNaNNaN...0.03030.4530.299057.2353.7216.181.408.448.418.912749
525MonumentoGaribaldiMonumentoGaribaldi3MG334NaNNaN1NaNNaNNaNNaN...0.04960.4220.353060.1757.0116.931.328.879.6512.126460
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85 rows × 78 columns

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" }, - "execution_count": 14, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -517,15 +508,15 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-10T16:43:35.978110Z", - "start_time": "2023-11-10T16:43:35.974042Z" + "end_time": "2023-11-25T18:35:37.153649Z", + "start_time": "2023-11-25T18:35:37.134917Z" } }, "id": "9f0b5e4a63535199" }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 18, "outputs": [ { "name": "stdout", @@ -544,22 +535,22 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-10T16:43:36.076882Z", - "start_time": "2023-11-10T16:43:35.976270Z" + "end_time": "2023-11-25T18:35:37.312644Z", + "start_time": "2023-11-25T18:35:37.151777Z" } }, "id": "ce971cc7b2f46236" }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 19, "outputs": [ { "data": { "text/plain": " LocationID SessionID GroupID RecordID Language Lockdown \\\n95 CamdenTown CamdenTown4 CT411 NaN NaN 0 \n106 CamdenTown CamdenTown5 CT501 NaN NaN 1 \n107 CamdenTown CamdenTown5 CT502 NaN NaN 1 \n108 CamdenTown CamdenTown5 CT503 NaN NaN 1 \n109 CamdenTown CamdenTown5 CT504 NaN NaN 1 \n... ... ... ... ... ... ... \n1904 TorringtonSq TorringtonSq5 TS537 NaN NaN 1 \n1905 TorringtonSq TorringtonSq5 TS538 NaN NaN 1 \n1906 TorringtonSq TorringtonSq5 TS539 NaN NaN 1 \n1907 TorringtonSq TorringtonSq5 TS540 NaN NaN 1 \n1908 TorringtonSq TorringtonSq5 TS541 NaN NaN 1 \n\n start_time end_time latitude longitude ... FS_Avg,arith(vacil) \\\n95 NaN NaN NaN NaN ... 0.04410 \n106 NaN NaN NaN NaN ... 0.00700 \n107 NaN NaN NaN NaN ... 0.00656 \n108 NaN NaN NaN NaN ... 0.01390 \n109 NaN NaN NaN NaN ... 0.01820 \n... ... ... ... ... ... ... \n1904 NaN NaN NaN NaN ... 0.00550 \n1905 NaN NaN NaN NaN ... 0.00916 \n1906 NaN NaN NaN NaN ... 0.00967 \n1907 NaN NaN NaN NaN ... 0.00902 \n1908 NaN NaN NaN NaN ... 0.00930 \n\n I_HM_Avg,arith(iu) Ton_HM_Avg,arith(tuHMS) LZeq_L(dB(SPL)) \\\n95 0.369 0.608 85.82 \n106 0.361 0.175 74.52 \n107 0.339 0.287 78.27 \n108 0.370 0.181 84.71 \n109 0.462 0.177 73.67 \n... ... ... ... \n1904 0.399 0.203 71.77 \n1905 0.359 0.230 68.85 \n1906 0.363 0.481 79.33 \n1907 0.445 0.257 67.57 \n1908 0.404 0.246 78.01 \n\n LAeq_L(A)(dB(SPL)) LA10_LA90(dB(SPL)) LCeq_LAeq(dB(SPL)) \\\n95 75.37 4.79 10.00 \n106 59.44 12.32 9.35 \n107 69.67 15.15 7.19 \n108 72.93 21.23 6.32 \n109 62.28 8.99 7.76 \n... ... ... ... \n1904 52.90 5.61 12.97 \n1905 56.30 10.09 9.27 \n1906 64.32 14.80 13.95 \n1907 49.33 2.64 12.12 \n1908 59.17 16.54 14.17 \n\n LC10_LC90(dB(SPL)) RA_2D_cp(cPa) PA(Zwicker) \n95 6.34 18.80 54.379887 \n106 8.93 11.70 18.410488 \n107 11.39 12.90 37.721660 \n108 9.70 15.50 40.301608 \n109 5.27 12.80 20.047791 \n... ... ... ... \n1904 8.31 10.80 9.987229 \n1905 8.16 9.99 14.359218 \n1906 20.39 10.90 30.033977 \n1907 5.04 9.62 7.882057 \n1908 17.02 11.10 20.284137 \n\n[627 rows x 78 columns]", "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
LocationIDSessionIDGroupIDRecordIDLanguageLockdownstart_timeend_timelatitudelongitude...FS_Avg,arith(vacil)I_HM_Avg,arith(iu)Ton_HM_Avg,arith(tuHMS)LZeq_L(dB(SPL))LAeq_L(A)(dB(SPL))LA10_LA90(dB(SPL))LCeq_LAeq(dB(SPL))LC10_LC90(dB(SPL))RA_2D_cp(cPa)PA(Zwicker)
95CamdenTownCamdenTown4CT411NaNNaN0NaNNaNNaNNaN...0.044100.3690.60885.8275.374.7910.006.3418.8054.379887
106CamdenTownCamdenTown5CT501NaNNaN1NaNNaNNaNNaN...0.007000.3610.17574.5259.4412.329.358.9311.7018.410488
107CamdenTownCamdenTown5CT502NaNNaN1NaNNaNNaNNaN...0.006560.3390.28778.2769.6715.157.1911.3912.9037.721660
108CamdenTownCamdenTown5CT503NaNNaN1NaNNaNNaNNaN...0.013900.3700.18184.7172.9321.236.329.7015.5040.301608
109CamdenTownCamdenTown5CT504NaNNaN1NaNNaNNaNNaN...0.018200.4620.17773.6762.288.997.765.2712.8020.047791
..................................................................
1904TorringtonSqTorringtonSq5TS537NaNNaN1NaNNaNNaNNaN...0.005500.3990.20371.7752.905.6112.978.3110.809.987229
1905TorringtonSqTorringtonSq5TS538NaNNaN1NaNNaNNaNNaN...0.009160.3590.23068.8556.3010.099.278.169.9914.359218
1906TorringtonSqTorringtonSq5TS539NaNNaN1NaNNaNNaNNaN...0.009670.3630.48179.3364.3214.8013.9520.3910.9030.033977
1907TorringtonSqTorringtonSq5TS540NaNNaN1NaNNaNNaNNaN...0.009020.4450.25767.5749.332.6412.125.049.627.882057
1908TorringtonSqTorringtonSq5TS541NaNNaN1NaNNaNNaNNaN...0.009300.4040.24678.0159.1716.5414.1717.0211.1020.284137
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627 rows × 78 columns

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" }, - "execution_count": 16, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -570,15 +561,15 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-10T16:43:36.090614Z", - "start_time": "2023-11-10T16:43:36.083559Z" + "end_time": "2023-11-25T18:35:37.313899Z", + "start_time": "2023-11-25T18:35:37.273277Z" } }, "id": "74e7aa3c27c484e8" }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 20, "outputs": [], "source": [ "ss_data.dropna(subset=[\"Appropriate\"], inplace=True)\n", @@ -587,21 +578,21 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-10T16:43:36.090904Z", - "start_time": "2023-11-10T16:43:36.086914Z" + "end_time": "2023-11-25T18:35:37.314125Z", + "start_time": "2023-11-25T18:35:37.286480Z" } }, "id": "e165d5b1f2aa841e" }, { "cell_type": "code", - "execution_count": 121, + "execution_count": 21, "outputs": [ { "data": { "text/plain": "(
, )" }, - "execution_count": 121, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, @@ -622,22 +613,22 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T12:36:02.182958Z", - "start_time": "2023-11-14T12:36:01.771991Z" + "end_time": "2023-11-25T18:35:37.558409Z", + "start_time": "2023-11-25T18:35:37.290756Z" } }, "id": "575b5a5e7851ae08" }, { "cell_type": "code", - "execution_count": 122, + "execution_count": 22, "outputs": [ { "data": { "text/plain": " label \\\nCamdenTown_Appropriate CamdenTown_Appropriate \nEustonTap_Appropriate EustonTap_Appropriate \nMarchmontGarden_Appropriate MarchmontGarden_Appropriate \nMonumentoGaribaldi_Appropriate MonumentoGaribaldi_Appropriate \nPancrasLock_Appropriate PancrasLock_Appropriate \nRegentsParkFields_Appropriate RegentsParkFields_Appropriate \nRegentsParkJapan_Appropriate RegentsParkJapan_Appropriate \nRussellSq_Appropriate RussellSq_Appropriate \nSanMarco_Appropriate SanMarco_Appropriate \nStPaulsCross_Appropriate StPaulsCross_Appropriate \nStPaulsRow_Appropriate StPaulsRow_Appropriate \nTateModern_Appropriate TateModern_Appropriate \nTorringtonSq_Appropriate TorringtonSq_Appropriate \n\n group measure elevation \\\nCamdenTown_Appropriate CamdenTown Appropriate -0.012624 \nEustonTap_Appropriate EustonTap Appropriate -0.053329 \nMarchmontGarden_Appropriate MarchmontGarden Appropriate 0.035732 \nMonumentoGaribaldi_Appropriate MonumentoGaribaldi Appropriate 0.033375 \nPancrasLock_Appropriate PancrasLock Appropriate -0.015507 \nRegentsParkFields_Appropriate RegentsParkFields Appropriate 0.008437 \nRegentsParkJapan_Appropriate RegentsParkJapan Appropriate -0.017871 \nRussellSq_Appropriate RussellSq Appropriate -0.037783 \nSanMarco_Appropriate SanMarco Appropriate 0.043938 \nStPaulsCross_Appropriate StPaulsCross Appropriate 0.064805 \nStPaulsRow_Appropriate StPaulsRow Appropriate -0.077965 \nTateModern_Appropriate TateModern Appropriate -0.023393 \nTorringtonSq_Appropriate TorringtonSq Appropriate -0.024703 \n\n xval yval amplitude displacement \\\nCamdenTown_Appropriate 0.009983 0.198888 0.199139 87.126609 \nEustonTap_Appropriate 0.088189 0.076755 0.116913 41.034683 \nMarchmontGarden_Appropriate 0.247035 -0.167318 0.298364 325.890005 \nMonumentoGaribaldi_Appropriate 0.165411 0.157678 0.228524 43.628852 \nPancrasLock_Appropriate 0.350502 -0.049884 0.354034 351.899919 \nRegentsParkFields_Appropriate 0.412197 -0.098031 0.423694 346.622152 \nRegentsParkJapan_Appropriate 0.222595 -0.099201 0.243699 335.979462 \nRussellSq_Appropriate 0.416207 0.070529 0.422140 9.617804 \nSanMarco_Appropriate 0.155632 0.227018 0.275243 55.567422 \nStPaulsCross_Appropriate 0.312216 -0.055789 0.317161 349.868872 \nStPaulsRow_Appropriate 0.382289 -0.014567 0.382566 357.817845 \nTateModern_Appropriate 0.326791 0.097733 0.341092 16.650245 \nTorringtonSq_Appropriate 0.219167 0.135520 0.257681 31.730213 \n\n r2 PAQ1 PAQ2 PAQ3 PAQ4 PAQ5 PAQ6 \\\nCamdenTown_Appropriate 0.748778 0 45 90 135 180 225 \nEustonTap_Appropriate 0.318162 0 45 90 135 180 225 \nMarchmontGarden_Appropriate 0.965836 0 45 90 135 180 225 \nMonumentoGaribaldi_Appropriate 0.474805 0 45 90 135 180 225 \nPancrasLock_Appropriate 0.909881 0 45 90 135 180 225 \nRegentsParkFields_Appropriate 0.920718 0 45 90 135 180 225 \nRegentsParkJapan_Appropriate 0.822661 0 45 90 135 180 225 \nRussellSq_Appropriate 0.943055 0 45 90 135 180 225 \nSanMarco_Appropriate 0.940069 0 45 90 135 180 225 \nStPaulsCross_Appropriate 0.891766 0 45 90 135 180 225 \nStPaulsRow_Appropriate 0.954414 0 45 90 135 180 225 \nTateModern_Appropriate 0.956939 0 45 90 135 180 225 \nTorringtonSq_Appropriate 0.945766 0 45 90 135 180 225 \n\n PAQ7 PAQ8 \nCamdenTown_Appropriate 270 315 \nEustonTap_Appropriate 270 315 \nMarchmontGarden_Appropriate 270 315 \nMonumentoGaribaldi_Appropriate 270 315 \nPancrasLock_Appropriate 270 315 \nRegentsParkFields_Appropriate 270 315 \nRegentsParkJapan_Appropriate 270 315 \nRussellSq_Appropriate 270 315 \nSanMarco_Appropriate 270 315 \nStPaulsCross_Appropriate 270 315 \nStPaulsRow_Appropriate 270 315 \nTateModern_Appropriate 270 315 \nTorringtonSq_Appropriate 270 315 ", "text/html": "
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labelgroupmeasureelevationxvalyvalamplitudedisplacementr2PAQ1PAQ2PAQ3PAQ4PAQ5PAQ6PAQ7PAQ8
CamdenTown_AppropriateCamdenTown_AppropriateCamdenTownAppropriate-0.0126240.0099830.1988880.19913987.1266090.74877804590135180225270315
EustonTap_AppropriateEustonTap_AppropriateEustonTapAppropriate-0.0533290.0881890.0767550.11691341.0346830.31816204590135180225270315
MarchmontGarden_AppropriateMarchmontGarden_AppropriateMarchmontGardenAppropriate0.0357320.247035-0.1673180.298364325.8900050.96583604590135180225270315
MonumentoGaribaldi_AppropriateMonumentoGaribaldi_AppropriateMonumentoGaribaldiAppropriate0.0333750.1654110.1576780.22852443.6288520.47480504590135180225270315
PancrasLock_AppropriatePancrasLock_AppropriatePancrasLockAppropriate-0.0155070.350502-0.0498840.354034351.8999190.90988104590135180225270315
RegentsParkFields_AppropriateRegentsParkFields_AppropriateRegentsParkFieldsAppropriate0.0084370.412197-0.0980310.423694346.6221520.92071804590135180225270315
RegentsParkJapan_AppropriateRegentsParkJapan_AppropriateRegentsParkJapanAppropriate-0.0178710.222595-0.0992010.243699335.9794620.82266104590135180225270315
RussellSq_AppropriateRussellSq_AppropriateRussellSqAppropriate-0.0377830.4162070.0705290.4221409.6178040.94305504590135180225270315
SanMarco_AppropriateSanMarco_AppropriateSanMarcoAppropriate0.0439380.1556320.2270180.27524355.5674220.94006904590135180225270315
StPaulsCross_AppropriateStPaulsCross_AppropriateStPaulsCrossAppropriate0.0648050.312216-0.0557890.317161349.8688720.89176604590135180225270315
StPaulsRow_AppropriateStPaulsRow_AppropriateStPaulsRowAppropriate-0.0779650.382289-0.0145670.382566357.8178450.95441404590135180225270315
TateModern_AppropriateTateModern_AppropriateTateModernAppropriate-0.0233930.3267910.0977330.34109216.6502450.95693904590135180225270315
TorringtonSq_AppropriateTorringtonSq_AppropriateTorringtonSqAppropriate-0.0247030.2191670.1355200.25768131.7302130.94576604590135180225270315
\n
" }, - "execution_count": 122, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -648,20 +639,20 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T12:36:02.324187Z", - "start_time": "2023-11-14T12:36:02.287927Z" + "end_time": "2023-11-25T18:35:37.573844Z", + "start_time": "2023-11-25T18:35:37.562415Z" } }, "id": "a08facba2975a1f0" }, { "cell_type": "code", - "execution_count": 128, + "execution_count": 23, "outputs": [ { "data": { "text/plain": "
", - "image/png": 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" + "image/png": 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" }, "metadata": {}, "output_type": "display_data" @@ -673,15 +664,15 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T12:36:30.662882Z", - "start_time": "2023-11-14T12:36:29.505048Z" + "end_time": "2023-11-25T18:35:38.957240Z", + "start_time": "2023-11-25T18:35:37.579464Z" } }, "id": "a35ed5883bae593d" }, { "cell_type": "code", - "execution_count": 124, + "execution_count": 24, "outputs": [ { "data": { @@ -707,21 +698,21 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T12:36:04.009298Z", - "start_time": "2023-11-14T12:36:03.922741Z" + "end_time": "2023-11-25T18:35:39.462712Z", + "start_time": "2023-11-25T18:35:38.956960Z" } }, "id": "9a081d5c6031399b" }, { "cell_type": "code", - "execution_count": 125, + "execution_count": 25, "outputs": [ { "data": { "text/plain": "" }, - "execution_count": 125, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, @@ -740,11 +731,216 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-14T12:36:04.774907Z", - "start_time": "2023-11-14T12:36:04.607842Z" + "end_time": "2023-11-25T18:35:39.463289Z", + "start_time": "2023-11-25T18:35:39.110359Z" } }, "id": "e614fdebb98c3cad" + }, + { + "cell_type": "markdown", + "source": [ + "## Instruments" + ], + "metadata": { + "collapsed": false + }, + "id": "82e8807763eff74f" + }, + { + "cell_type": "code", + "execution_count": 26, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "SATP-eng: Soundscape Attributes Translation Project - English Translation\n", + "8 Items, 8 Scales\n", + "Aletta, Mitchell, et.al. (2024)\n", + "<>\n", + "\n", + "The SATP-eng contains 8 circumplex scales.\n", + "PAQ1: pleasant (0°)\n", + "PAQ2: vibrant (46°)\n", + "PAQ3: eventful (93°)\n", + "PAQ4: chaotic (138°)\n", + "PAQ5: annoying (178°)\n", + "PAQ6: monotonous (228°)\n", + "PAQ7: uneventful (272°)\n", + "PAQ8: calm (340°)\n", + "\n", + "The SATP-eng is rated using the following 5-point scale.\n", + "0. Strongly disagree\n", + "25. Somewhat disagree\n", + "50. Neither agree nor disagree\n", + "75. Somewhat agree\n", + "100. Strongly agree\n", + "\n", + "The SATP-eng contains 8 items (open-access).\n", + "None\n" + ] + } + ], + "source": [ + "from circumplex.datasets import SATP_ENG\n", + "\n", + "satp_eng = SATP_ENG\n", + "satp_eng.summary()" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2023-11-25T18:35:43.674594Z", + "start_time": "2023-11-25T18:35:41.803575Z" + } + }, + "id": "bbcca11c33dfca66" + }, + { + "cell_type": "code", + "execution_count": 27, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "satp_eng.demo_plot()" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2023-11-25T18:35:48.047926Z", + "start_time": "2023-11-25T18:35:47.955539Z" + } + }, + "id": "da11116471121fef" + }, + { + "cell_type": "code", + "execution_count": 28, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "====================================\n", + "Measure: loud\n", + "Group: None\n", + "Scales: ['PAQ1', 'PAQ2', 'PAQ3', 'PAQ4', 'PAQ5', 'PAQ6', 'PAQ7', 'PAQ8']\n", + "Scale Angles: (0, 46, 93, 138, 178, 228, 272, 340)\n", + "\n", + "Profile [All]:\n", + " Estimate\n", + "Elevation: 0.002\n", + "X-Value: -0.58\n", + "Y-Value: 0.342\n", + "Amplitude: 0.674\n", + "Displacement: 149.477\n", + "R2: 0.983\n" + ] + } + ], + "source": [ + "satp_eng_res = satp_eng.ssm_analyse(measures=['loud'])\n", + "print(satp_eng_res)" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2023-11-25T18:35:58.920878Z", + "start_time": "2023-11-25T18:35:58.891366Z" + } + }, + "id": "4c7f315bfc5df6d4" + }, + { + "cell_type": "code", + "execution_count": 6, + "outputs": [ + { + "data": { + "text/plain": "(
, )" + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "text/plain": "
", + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "satp_eng_res.plot()" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2023-11-16T15:56:02.454078Z", + "start_time": "2023-11-16T15:56:02.124062Z" + } + }, + "id": "6431fbd8bb17bac" + }, + { + "cell_type": "code", + "execution_count": 10, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "satp_eng_res.results[0].profile_plot();" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2023-11-16T15:56:26.744168Z", + "start_time": "2023-11-16T15:56:26.539583Z" + } + }, + "id": "bb2fc8e49a953a75" + }, + { + "cell_type": "code", + "execution_count": 10, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2023-11-16T15:56:27.051707Z", + "start_time": "2023-11-16T15:56:27.020638Z" + } + }, + "id": "8a4a01ca2ed0058c" + }, + { + "cell_type": "code", + "execution_count": null, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false + }, + "id": "2a99ea4bcc555038" } ], "metadata": { diff --git a/mkdocs.yml b/mkdocs.yml index 99646dd..92ba4d8 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -16,6 +16,7 @@ nav: - 'API reference': - 'Core functions': reference/api.md - 'Dealing with results': reference/classes.md + - 'Survey Instruments': reference/instruments.md - 'Utils': reference/utils.md - 'News': news.md theme: diff --git a/src/circumplex/__init__.py b/src/circumplex/__init__.py index 5625f8a..df3baff 100644 --- a/src/circumplex/__init__.py +++ b/src/circumplex/__init__.py @@ -1 +1,4 @@ from circumplex.circumplex import * + +# from circumplex import datasets +from circumplex import instrument diff --git a/src/circumplex/circumplex.py b/src/circumplex/circumplex.py index 2cdb316..f9e80f5 100644 --- a/src/circumplex/circumplex.py +++ b/src/circumplex/circumplex.py @@ -17,8 +17,10 @@ class SSMParams(object): A class to store the results of a single SSM analysis. Attributes: - scores (np.array): A numeric vector (or single row dataframe) containing one score for each of a set of circumplex scales. - angles (tuple): A numeric vector containing the angular displacement of each circumplex scale included in `scores`. + scores (np.array): A numeric vector (or single row dataframe) containing one score for each of a + set of circumplex scales. + angles (tuple): A numeric vector containing the angular displacement of each circumplex scale + included in `scores`. scales (list): A list of the names of the circumplex scales included in `scores`. group (list): A list of the names of the groups included in `scores`. measure (list): A list of the names of the measures included in `scores`. @@ -94,9 +96,23 @@ def __repr__(self): def __str__(self): # TODO: Add param results - return f"{self.label}: {self.params})" + return ( + "====================================\n" + f"Measure: {self.measure}\n" + f"Group: {self.group}\n" + f"Scales: {self.scales}\n" + f"Scale Angles: {self.angles}\n" + f"\nProfile [All]:\n" + f" Estimate\n" + f"Elevation: {round(self.elevation, 3)}\n" + f"X-Value: {round(self.xval, 3)}\n" + f"Y-Value: {round(self.yval, 3)}\n" + f"Amplitude: {round(self.amplitude, 3)}\n" + f"Displacement: {round(self.displacement, 3)}\n" + f"R2: {round(self.r2, 3)}\n" + ) - def profile_plot(self, ax=None) -> plt.Axes: + def profile_plot(self, ax=None, **kwargs) -> plt.Axes: """ Plot the SSM profile. @@ -112,6 +128,7 @@ def profile_plot(self, ax=None) -> plt.Axes: self.scores, self.label, ax=ax, + **kwargs, ) def plot(self) -> plt.Axes: @@ -153,6 +170,9 @@ def __init__( self.measures = measures self.grouping = grouping + def __str__(self): + return "\n".join([str(res) for res in self.results]) + @property def groups(self) -> set: """Return a list of the groups included in the analysis.""" @@ -221,6 +241,7 @@ def profile_plots(self, axes=None) -> plt.Axes: figsize=(8, 4 * len(self.results)), ) for i, res in enumerate(self.results): + # BUG: Raises error if we only need a single plot fig, ax = res.profile_plot(ax=axes.flatten()[i]) plt.tight_layout() # plt.show() @@ -246,7 +267,10 @@ def ssm_analyse( scales (list): A list of the names of the circumplex scales to be included in the analysis. measures (list, optional): A list of the names of the measures to be included in the analysis. Defaults to None. grouping (list, optional): A list of the names of the groups to be included in the analysis. Defaults to None. - angles (tuple, optional): A tuple containing the angular displacement of each circumplex scale included in `scores`. Defaults to OCTANTS. + angles (tuple, optional): A tuple containing the angular displacement of each circumplex scale + included in `scores`. Defaults to OCTANTS. + grouped_angles (dict, optional): A dictionary containing the angular displacement of each circumplex scale + included in `scores` for each group. Defaults to None. Returns: SSMResults: A SSMResults object containing the results of the analysis. @@ -282,7 +306,8 @@ def ssm_analyse_grouped_corrs( scales (tuple): A list of the names of the circumplex scales to be included in the analysis. measures (list): A list of the names of the measures to be included in the analysis. grouping (list): A list of the names of the groups to be included in the analysis. - angles (tuple, optional): A tuple containing the angular displacement of each circumplex scale included in `scores`. Defaults to OCTANTS. + angles (tuple, optional): A tuple containing the angular displacement of each circumplex scale + included in `scores`. Defaults to OCTANTS. Returns: SSMResults: A SSMResults object containing the results of the analysis. @@ -318,7 +343,8 @@ def ssm_analyse_corrs( data (pd.DataFrame): A dataframe containing the data to be analysed. scales (tuple): A list of the names of the circumplex scales to be included in the analysis. measures (list): A list of the names of the measures to be included in the analysis. - angles (tuple, optional): A tuple containing the angular displacement of each circumplex scale included in `scores`. Defaults to OCTANTS. + angles (tuple, optional): A tuple containing the angular displacement of each circumplex scale + included in `scores`. Defaults to OCTANTS. group (str, optional): The name of the group to be included in the analysis. Defaults to None. Returns: @@ -348,7 +374,8 @@ def ssm_analyse_means( data (pd.DataFrame): A dataframe containing the data to be analysed. scales (tuple): A list of the names of the circumplex scales to be included in the analysis. grouping (list): A list of the names of the groups to be included in the analysis. - angles (tuple, optional): A tuple containing the angular displacement of each circumplex scale included in `scores`. Defaults to OCTANTS. + angles (tuple, optional): A tuple containing the angular displacement of each circumplex scale + included in `scores`. Defaults to OCTANTS. Returns: SSMResults: A SSMResults object containing the results of the analysis. @@ -382,9 +409,12 @@ def ssm_parameters(scores, angles, bounds=BOUNDS) -> tuple: """Calculate SSM parameters (without confidence intervals) for a set of scores. Args: - scores (np.array): A numeric vector (or single row dataframe) containing one score for each of a set of circumplex scales. - angles (tuple): A numeric vector containing the angular displacement of each circumplex scale included in `scores`. - bounds (tuple, optional): The bounds for each of the parameters of the curve optimisation. Defaults to ([0, 0, -1], [np.inf, 360, 1]). + scores (np.array): A numeric vector (or single row dataframe) containing one score for each of a + set of circumplex scales. + angles (tuple): A numeric vector containing the angular displacement of each circumplex scale + included in `scores`. + bounds (tuple, optional): The bounds for each of the parameters of the curve optimisation. + Defaults to ([0, 0, -1], [np.inf, 360, 1]). Returns: tuple: A tuple containing the elevation, x-value, y-value, amplitude, displacement, and R2 fit of the SSM curve. @@ -416,35 +446,65 @@ def polar2cart(r, theta): def profile_plot( - amplitude, displacement, elevation, r2, angles, scores, label, ax=None + amplitude, + displacement, + elevation, + r2, + angles, + scores, + label, + ax=None, + reorder_scales=True, + incl_pred=True, + incl_fit=True, + incl_disp=True, + incl_amp=True, ) -> plt.Axes: """ Plot the SSM profile. + Args: + reorder_scales: + incl_pred: + incl_fit: + incl_disp: + incl_amp: + Returns: plt.Axes: A tuple containing the figure and axis objects. """ - thetas = np.linspace(0, 360, 1000) - fit = cosine_form(thetas, amplitude, displacement, elevation) if ax is None: fig, ax = plt.subplots(figsize=(8, 4)) else: fig = ax.get_figure() - ax.plot(thetas, fit, color="black") + if reorder_scales: + angles, scores = sort_angles(angles, scores) + if angles[-1] == 360: + angles = (0,) + angles + scores = (scores[-1],) + scores + + if incl_pred: + thetas = np.linspace(0, 360, 1000) + fit = cosine_form(thetas, amplitude, displacement, elevation) + ax.plot(thetas, fit, color="black") + ax.plot(angles, scores, color="red", marker="o") # ax.scatter(self.angles, self.scores, marker="o", color="black") - ax.axvline(displacement, color="black", linestyle="--") - ax.text( - displacement + 5, - elevation, - f"d = {int(displacement)}", - ) - ax.axhline(amplitude + elevation, color="black", linestyle="--") - ax.text(0, amplitude + elevation * 0.9, f"a = {amplitude:.2f}") + if incl_disp: + ax.axvline(displacement, color="black", linestyle="--") + ax.text( + displacement + 5, + elevation, + f"d = {int(displacement)}", + ) + if incl_amp: + ax.axhline(amplitude + elevation, color="black", linestyle="--") + ax.text(0, amplitude + elevation * 0.9, f"a = {amplitude:.2f}") - ax.text(0, elevation * 0.5, f"R2 = {r2:.2f}") + if incl_fit: + ax.text(0, elevation * 0.5, f"R2 = {r2:.2f}") ax.set_xticks(OCTANTS) ax.set_xticklabels( @@ -454,3 +514,14 @@ def profile_plot( ax.set_ylabel("Score", fontsize=16) ax.set_title(f"{label} Profile", fontsize=20) return fig, ax + + +def sort_angles(angles, scores): + """Sort angles, scores, and scales in order of scale.""" + # Zip the values and labels together + zipped = list(zip(angles, scores)) + # Sort the list of zipped tuples + zipped.sort(key=lambda x: x[0]) + # Unzip the list of tuples + angles, scores = zip(*zipped) + return angles, scores diff --git a/src/circumplex/data/SATP Dataset v1.4.xlsx b/src/circumplex/data/SATP Dataset v1.4.xlsx new file mode 100644 index 0000000..cffd75f Binary files 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b/src/circumplex/datasets.py @@ -0,0 +1,13 @@ +# %% +import pandas as pd +from circumplex import instrument +from importlib.resources import files + +_jz2017_path = str(files("circumplex.data").joinpath("jz2017.csv")) +JZ2017 = instrument.load_instrument("CSIP").attach_data(pd.read_csv(_jz2017_path)) + +_satp_path = str(files("circumplex.data").joinpath("SATP Dataset v1.4.xlsx")) +satp_data = pd.read_excel(_satp_path) +SATP_ENG = instrument.load_instrument("SATP-eng").attach_data( + satp_data.query("Language == 'eng'") +) diff --git a/src/circumplex/instrument.py b/src/circumplex/instrument.py new file mode 100644 index 0000000..895cc13 --- /dev/null +++ b/src/circumplex/instrument.py @@ -0,0 +1,254 @@ +# %% +from __future__ import annotations + +from typing import Any, Dict + +import pandas as pd +from dataclasses import dataclass +import json +from importlib.resources import files +import matplotlib.pyplot as plt +import numpy as np +from circumplex import SSMResults, ssm_analyse + +INSTRUMENT_JSONS = { + "CSIP": str(files("circumplex.instruments").joinpath("CSIP.json")), + "SSQP-eng": str(files("circumplex.instruments").joinpath("SSQP-eng.json")), + "SATP-eng": str(files("circumplex.instruments").joinpath("SATP-eng.json")), +} + + +def from_dict(inst_dict: dict) -> Instrument: + """ + Compose an Instrument object from a dictionary. + + Typically this would be used to load an instrument from one of our built in JSON files. + Args: + inst_dict: A dictionary containing the instrument's details, scales, anchors, and items. + + Returns: + Instrument: An Instrument object. + """ + scales = Scales( + abbrev=list(inst_dict["scales"].keys()), + label=[scale["label"] for scale in inst_dict["scales"].values()], + angle=[scale["angle"] for scale in inst_dict["scales"].values()], + ) + items = None + anchors = Anchors( + value=[int(key) for key in inst_dict["anchors"].keys()], + label=list(inst_dict["anchors"].values()), + ) + details = InstrumentDetails(**inst_dict["details"]) + return Instrument(scales, anchors, details, items) + + +def load_instrument(instrument: str) -> Instrument: + """ + Load an instrument from one of our built-in JSON files. + + Args: + instrument: The name of the instrument to load. Must be one of the following: + - CSIP + + Returns: + Instrument: An Instrument object. + """ + with open(INSTRUMENT_JSONS[instrument], "r") as f: + instrument = json.load(f) + + return from_dict(instrument) + + +@dataclass +class Anchors: + value: list[int] + label: list[str] + + def __post_init__(self): + assert len(self.value) == len(self.label) + + def __repr__(self): + return f"Anchors({self.value}, {self.label})" + + def __str__(self): + return "\n".join( + [f"{value}. {label}" for value, label in zip(self.value, self.label)] + ) + + +@dataclass +class Items: + number: list[int] + text: list[str] + + def __post_init__(self): + assert len(self.number) == len(self.text) + assert len(self.text) == len(set(self.text)), "Items must be unique" + + def __str__(self): + return "\n".join( + [f"{number}. {text}" for number, text in zip(self.number, self.text)] + ) + + def get_items(self, numbers: list[int]) -> Items: + return Items(numbers, [self.text[number] for number in numbers]) + + +@dataclass +class Scales: + abbrev: list[str] + label: list[str] + angle: list[float] + items: list[int] | None = None + data: pd.DataFrame | None = None + + def __post_init__(self): + assert len(self.abbrev) == len(self.angle) + assert len(self.abbrev) == len(set(self.abbrev)), "Abbreviations must be unique" + assert ( + max(self.angle) <= 360 and min(self.angle) >= 0 + ), "Angles must be between 0 and 360" + + def __str__(self, items: bool = False): + # TODO: Add print method for items = True + if items is False: + return "\n".join( + [ + f"{abbrev}: {label} ({angle}°)" + for abbrev, label, angle in zip(self.abbrev, self.label, self.angle) + ] + ) + + +@dataclass +class InstrumentDetails: + name: str + abbrev: str + items: int | None = None + scales: int | None = None + prefix: str | None = None + suffix: str | None = None + status: str | None = None + construct: str | None = None + reference: str | None = None + url: str | None = None + + def __str__(self): + return ( + f"{self.abbrev}: {self.name}\n" + f"{self.items} Items, {self.scales} Scales\n" + f"{self.reference}\n" + f"<{self.url}>" + ) + + +@dataclass +class Instrument: + """ + A class for representing circumplex instruments. + + Attributes: + scales: Scales + anchors: Anchors + details: InstrumentDetails + items: Items | None = None + _data: pd.DataFrame | None = None + """ + + scales: Scales + anchors: Anchors + details: InstrumentDetails + items: Items | None = None + _data: pd.DataFrame | None = None + + def __repr__(self): + return ( + f"{self.details.abbrev}: {self.details.name}\n" + f"{self.details.items} Items, {self.details.scales} Scales\n" + f"{self.details.reference}\n" + f"<{self.details.url}>" + ) + + @property + def data(self): + if self._data is None: + raise UserWarning( + "No data has been loaded for this instrument. Use attach_data() to load data." + ) + else: + return self._data + + def summary(self): + print(self.details) + print( + f"\nThe {self.details.abbrev} contains {self.details.scales} circumplex scales." + ) + print(self.scales) + print( + f"\nThe {self.details.abbrev} is rated using the following {len(self.anchors.value)}-point scale." + ) + print(self.anchors) + print( + f"\nThe {self.details.abbrev} contains {self.details.items} items ({self.details.status})." + ) + print(self.items) + + def attach_data(self, data: pd.DataFrame) -> Instrument: + # check scales + assert set(self.scales.abbrev).issubset(data.columns), ( + f"Data is missing scales. " + f"Missing scales: {set(self.scales.abbrev) - set(data.columns)}" + ) + self._data = data + return self + + def ssm_analyse( + self, measures: list[str] = None, grouping: list[str] = None + ) -> SSMResults: + return ssm_analyse( + self.data, + self.scales.abbrev, + measures=measures, + grouping=grouping, + angles=tuple(self.scales.angle), + ) + + def demo_plot(self): + # alabel = self.scales.label + # angles = self.scales.angle + degree_sign = "\N{DEGREE SIGN}" + + # Create plot --------------------------------------------------------------- + fig, ax = plt.subplots(figsize=(4, 4), subplot_kw=dict(polar=True)) + + ax.plot() + ax.tick_params(axis="both", pad=10) + ax.set_xticks( + np.radians(self.scales.angle), + labels=self.scales.label, + fontsize=12, + ) + + ax.set_yticks([]) + ax.grid(True) + for i, angle in enumerate(self.scales.angle): + ax.text( + np.radians(angle), + 0.4, + f"{angle}{degree_sign}", + ha="center", + va="center", + fontsize=12, + color="gray", + ) + ax.text( + np.radians(angle), + 0.75, + self.scales.abbrev[i], + ha="center", + va="center", + fontsize=12, + color="gray", + ) + plt.show() diff --git a/src/circumplex/instruments/CSIP.json b/src/circumplex/instruments/CSIP.json new file mode 100644 index 0000000..661963c --- /dev/null +++ b/src/circumplex/instruments/CSIP.json @@ -0,0 +1,74 @@ +{ + "details": { + "name": "Circumplex Scales of Interpersonal Problems", + "abbrev": "CSIP", + "items": 64, + "scales": 8, + "prefix": "", + "suffix": "", + "status": "open-access", + "construct": "interpersonal problems", + "reference": "Boudreaux, Ozer, Oltmanns, & Wright (2018)", + "url": "https://doi.org/10.1037/pas0000505" + }, + "anchors": { + "0": "Not a problem", + "1": "Minor problem", + "2": "Moderate problem", + "3": "Serious problem" + }, + "scales": { + "PA": { + "label": "Domineering", + "angle": 90, + "items": { + "1": "Bossing around other people too much", + "9": "Verbally or physically abusing others", + "17": "Starting arguments and conflicts with others", + "25": "Trying to influence or control other people too much", + "33": "Dominating or intimidating others", + "41": "Acting aggressively toward others", + "49": "Manipulating other people to get what I want", + "57": "Acting superior or condescending toward others" + } + }, + "BC": { + "label": "Self-Centered", + "angle": 135, + "items": { + "2": "Acting rude and inconsiderate toward others", + "10": "Acting selfishly with others", + "18": "Being unable to feel guilt or remorse", + "26": "Lacking respect for other people's beliefs, attitudes, or opinions", + "34": "Having trouble getting along with others", + "42": "Being insensitive to the thoughts, feelings, and needs of others", + "50": "Disliking most people", + "58": "Having trouble giving emotional or moral support to others" + } + }, + "DE": { + "label": "Distant", + "angle": 180 + }, + "FG": { + "label": "Socially Inhibited", + "angle": 225 + }, + "HI": { + "label": "Nonassertive", + "angle": 270 + }, + "JK": { + "label": "Exploitable", + "angle": 315 + }, + "LM": { + "label": "Self-Sacrificing", + "angle": 360 + }, + "NO": { + "label": "Intrusive", + "angle": 45 + } + } +} \ No newline at end of file diff --git a/src/circumplex/instruments/SATP-eng.json b/src/circumplex/instruments/SATP-eng.json new file mode 100644 index 0000000..76aa02c --- /dev/null +++ b/src/circumplex/instruments/SATP-eng.json @@ -0,0 +1,55 @@ +{ + "details": { + "name": "Soundscape Attributes Translation Project - English Translation", + "abbrev": "SATP-eng", + "items": 8, + "scales": 8, + "prefix": "For each of the 8 scales below, to what extent do you agree or disagree that the present surrounding sound environment is...", + "suffix": "", + "status": "open-access", + "construct": "soundscape circumplex", + "reference": "Aletta, Mitchell, et.al. (2024)", + "url": "" + }, + "anchors": { + "0": "Strongly disagree", + "25": "Somewhat disagree", + "50": "Neither agree nor disagree", + "75": "Somewhat agree", + "100": "Strongly agree" + }, + "scales": { + "PAQ1": { + "label": "pleasant", + "angle": 0 + }, + "PAQ2": { + "label": "vibrant", + "angle": 46 + }, + "PAQ3": { + "label": "eventful", + "angle": 93 + }, + "PAQ4": { + "label": "chaotic", + "angle": 138 + }, + "PAQ5": { + "label": "annoying", + "angle": 178 + }, + "PAQ6": { + "label": "monotonous", + "angle": 228 + }, + "PAQ7": { + "label": "uneventful", + "angle": 272 + }, + "PAQ8": { + "label": "calm", + "angle": 340 + } + } +} \ No newline at end of file diff --git a/src/circumplex/instruments/SSQP-eng.json b/src/circumplex/instruments/SSQP-eng.json new file mode 100644 index 0000000..f8c115e --- /dev/null +++ b/src/circumplex/instruments/SSQP-eng.json @@ -0,0 +1,55 @@ +{ + "details": { + "name": "Swedish Soundscape Quality Protocol - English Translation", + "abbrev": "SSQP-eng", + "items": 8, + "scales": 8, + "prefix": "For each of the 8 scales below, to what extent do you agree or disagree that the present surrounding sound environment is...", + "suffix": "", + "status": "open-access", + "construct": "soundscape circumplex", + "reference": "Axelsson, Nilsson, & Berglund (2012)", + "url": "https://doi.org/10.1121/1.4709112" + }, + "anchors": { + "1": "Strongly disagree", + "2": "Somewhat disagree", + "3": "Neither agree nor disagree", + "4": "Somewhat agree", + "5": "Strongly agree" + }, + "scales": { + "PAQ1": { + "label": "pleasant", + "angle": 0 + }, + "PAQ2": { + "label": "vibrant", + "angle": 46 + }, + "PAQ3": { + "label": "eventful", + "angle": 93 + }, + "PAQ4": { + "label": "chaotic", + "angle": 138 + }, + "PAQ5": { + "label": "annoying", + "angle": 178 + }, + "PAQ6": { + "label": "monotonous", + "angle": 228 + }, + "PAQ7": { + "label": "uneventful", + "angle": 272 + }, + "PAQ8": { + "label": "calm", + "angle": 340 + } + } +} \ No newline at end of file diff --git a/src/circumplex/instruments/__init__.py b/src/circumplex/instruments/__init__.py new file mode 100644 index 0000000..e69de29