diff --git a/02_activities/assignments/assignment_2.md b/02_activities/assignments/assignment_2.md index 7bb5b2df7..1e5dc42b8 100644 --- a/02_activities/assignments/assignment_2.md +++ b/02_activities/assignments/assignment_2.md @@ -11,24 +11,38 @@ - Explain (with reference to material covered up to date, along with readings and other scholarly sources, as needed) why you classified that visualization the way you did. ``` Your answer... - - - - - - + - good visualization: https://public.tableau.com/app/profile/un.sdg.action.campaign/viz/MyWorld2030survey_Q2bydemographicgroup/MyWorld2030survey_Q2bydemographicgroups (Sustainable Development Goals across the World via Demographics) + - At first I was going to say that this visualization was bad, because it looks visually overwhelming at first look (aesthetic quality), there are a lot of colours and connecting lines that overlap each other. However these colours are coded in a legend at the top via develepmental goal. + - This visualization is also interactive which changes the shape and visual depending on the settings you choose. You can look at each specific development goal (i.e. lessening poverty, water sanitation, and gender equality) and it singles out and shows those units only, you can further break this down via development level (low to high), continent and even specific countries. This makes the information more visually digestable and shows the level of complexity and accuracy that the data can demonstrate (substantive quality) + - Perceptual quality: + - The purpose of this data is to show the sustainable development goals around the world broken down by responses from different dempgraphic groups (gender, age, disability and level of education) + - The intended audience is the UN to make decisions on the different goals and needs of the countries + - the intended audience are the population of the countries + - The medium used is online platform since it is interactive, which makes it accessible anywhere, one caveat is rural areas with limited access to wifi or technology. + - Addressing cognitive load spoken about in class, having all these potential setting changes makes it easy to navigate and look at the visual in different ways reduce memory load, making the visual more receptive to meaning-making. + + + - bad visualization: https://public.tableau.com/app/profile/bo.mccready8742/viz/SportsSeasonality/SportsSeasonality (A visualization of major american men's sports schedules in 2024) + - I thought it was a bad visualization because the data points were not clearly labeled and overlap each other, with the addition of different sizes representing higher summed amounts. It is a lot cognitively to remember. In class, we talked about working memory and the design of this visual definitely takes up my working memory that I found it difficult to learn the new data it was demonstrating (rare chart type vs. familiar) + - The legend was also not clear, particularly for the hockey subtype, since it was the same colour text as the instruction text. An important factor to visualization is having a reliably usable legend, with text that is thick enough/large enough or coloured accordingly. + - Bessler, L. (2013). Data Visualization Tips and Techniques for Effective Communication. In Proceedings of the Pharmaceutical SAS Users Group 2013 Conference. + - Also the layout is not clean, the months are separated but not even by season and does not indicate when the sports seasons of each sport subtype typically play. This goes against the layout adherence of the perceived factual basis convention of data visualization. ``` - How could this data visualization have been improved? ``` Your answer... + - good visualization: https://public.tableau.com/app/profile/un.sdg.action.campaign/viz/MyWorld2030survey_Q2bydemographicgroup/MyWorld2030survey_Q2bydemographicgroups (Sustainable Development Goals across the World via Demographics) + - This visual could be improved by potentially making the demographics also a drop-down menu so that not all are shown at once at the beginning (reducing cognitive load - concise composition) + - Also having very distinct colours, because some colours are similar it can be confusing to differentiate the development goals when looking at them all at once. Distinction is important to understand similarities and differences between variables, potentially a gradient might be better to clump similar development goals in similar colours, rather than randomly. + - J. J. van Wijk, "The value of visualization," VIS 05. IEEE Visualization, 2005., Minneapolis, MN, USA, 2005, pp. 79-86, doi: 10.1109/VISUAL.2005.1532781. + + - bad visualization: https://public.tableau.com/app/profile/bo.mccready8742/viz/SportsSeasonality/SportsSeasonality (A visualization of major american men's sports schedules in 2024) + - This visual could be improved by using a simple bar or line chart like the right side of the visual limiting the clutter and confusion from the left side (having that clear layout I spoke about earlier) + - Having a clear legend not within the instructions would be good as mentioned above. + - Also instead of having it more exploratory - making it more explanatory to reduce cognitive load, no need to make it interactive to clear through each game each month. + - - - - - - ``` - Word count should not exceed (as a maximum) 500 words for each visualization (i.e. 300 words for your good example and 500 for your bad example) diff --git a/June 1 coding.ipynb b/June 1 coding.ipynb new file mode 100644 index 000000000..5b322feb8 --- /dev/null +++ b/June 1 coding.ipynb @@ -0,0 +1,374 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "84e2308f", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np \n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "import scipy\n", + "import PIL\n", + "import requests" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "c9868ca4", + "metadata": {}, + "outputs": [], + "source": [ + "np.random.seed(613)\n", + "x=np.arange(50)\n", + "y=np.random.randint(0,100,50)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "45a163cb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig,ax=plt.subplots(figsize=(5,3))\n", + "ax.plot(x,y)\n", + "ax.set_title('Total growth over time')\n", + "ax.set_ylabel('Total growth')\n", + "ax.set_xlabel('Years since start')\n", + "fig.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "9644ddf1", + "metadata": {}, + "outputs": [], + "source": [ + "font1={'family':'sans-serif', 'color':'blue','size':20}\n", + "font2={'family': 'monospace','color':'green','size':14}" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "dce22ae8", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig,ax=plt.subplots(figsize=(5,3))\n", + "ax.plot(x,y)\n", + "ax.set_title('Total growth over time', fontdict=font1)\n", + "ax.set_ylabel('Total growth', fontdict=font2)\n", + "ax.set_xlabel('Years since start',fontdict=font2)\n", + "fig.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "67eeab3c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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TmJqgca5zj27bVw2AeUIe7CorK+Wqq66Sxx9/XK688koZMWKE7tWp+bnzNXnyZB21/bfCwkIxhYkJGrbOPQKwaM5OZViqoczq2rVrJ2+99Zb+OiUlRd/v27dPv9ZPPa4+rFldbGysvtmYoOGF3g1zjwCsC3YqE3PHjh1Bx3bu3CktW7YMJKuogLd69epAcFNjriorUw152sjrCRosDgdgXbC7//77pUePHnoY884775SNGzfK888/r2/++Zhx48bJo48+quf1VPCbMmWKNG/eXPr37y826vbrNpLeKTmQoPHHZXcGEjS8NPc4a/BSKcjdGzz3GFU19zgpe4Dn5h7h/eQnwLFsTGXFihV6nk0tFFfBbPz48YFsTEX9yGnTpukAWFJSItdcc408++yz0rp165Bm3yC8jlYck8FJs4KGZOPiYyR7/0SpG1OH/w7UWt7KXfJIn8UyfeVg6XLLZbQoJGLZmErfvn1l+/btepF4QUFBUKBT1F9kf/7zn3X2pXrNP//5zxoHOlt5oZQYi8MRyeQnL1wjiBxqY3qEF0qJVZ97XLBrlHTvV/UHjJp7BM43+WnFvE3y+mP/p285S/L18XVLCgLH1PPqdV64RhA57Hrgwb9o3Tp848W5R+aAzEl+8sI1AsPm7Jxmw5zdyen8b838RI6UVkiDhFgZODFDH4tPjJM+I7sGfgHg3DEH5H7Few4Ekp9UcKsuOT1Ret7RTuITYrlGLFVaw3hAsHMpU0uJuc2c4e/Iqhe3yc3DO8vYv98W6beDc0h+im1QV2Ji68qh/VwjNiutYbBjGNOlSOd3Bgvgvel0yU/lR36S8f/oL8tnr2fJC86KYOeBUmKnpPMfLyVGOv+5YwG8WYUXVBDkGkFNkI3pcqTzh5apxbdNp5KfHni1v/xx6f+TZpcm6eQn9Vgd5xpBTRDsXI50/tAzsfi26c60MwbXCGqCYUyX82I6vxd4vfg2TuAaQU3Qs3M59npzBr0Bc3CNoCbo2RmAhdHnjt4AnL6GuC7dhZ6dASiTdO7oDcDpa4jr0l0IdgZgZ3DAfdcQ16W7MIzpQeFaGM0wDEzlxDVEwQJ3o1yYB4WrlBh1I2EqJ64hSvxZuJ8dnBWuhdEMw8BUTlxD5/I92Xsv/OjZeViodwZnpwXYJtTXUE2/J6MmoUMhaAuEemE0dSNhGyeKC9Tke7L3XvgxjOlhoV4YTd1I2MaJ4gI/9z1fe2RtjXZchzMYxvSw/JxCKd5dEiglpuYB/KXEalPyyomhHcCWa+h033PVi1tlwfhV8t/SCvanDDE2b8V5+3zdHnnw2pdOOT5z3e+pGwmEesf1KJF2GS1kUvYAipCfB7Ixcd6oGwmEHrttRBaLynEK6kYCzmC3jcghQQWnoG4k4AxGTSKHnh0AhAmjJpFDNiYAwLNIUIEr2VImyZbPCXgFc3YIK1v2+LLlcwJeQbBDWNlSXNqWzwl4BQkqcJQb9vgKx758bvicAH4eCSpwlBv2+ApHhXk3fE7ARqXsZwc3cENx6XAMKbrhczqBRBvawBT07BAW4SwuHcl9+Uwros2+a7SB27GfHawtkxTJfflMKwfFvmu0gSkcz8Z84okndFLAuHHjAsfKyspk1KhRcuGFF0rDhg1l4MCBsm/fPqffCiwpkxTJIUWvl4NSvWK1r5rN+67RBmZydBhz06ZNcuedd0rjxo3lhhtukKefflofHzlypLz77ruyaNEiSUhIkNGjR0t0dLTk5OSEtNsK8/fec9uQYiQ+ZygzTk1NtDmX9jG1DUwV8QSVQ4cOyZAhQ2TBggVywQUXBI6rN/TCCy/I7Nmz5cYbb5QuXbrIwoUL5ZNPPpH169c79XZgYXHpMw0pmlZEO1SL2E1NtDmX9jG1DWznWLBTw5S33nqrZGZmBh3fvHmzHD16NOh427ZtJS0tTXJzc0/7vcrLy3X0rn4DTB9SjFTGqYn7rp1r+5jYBrZzZFF5dna2bNmyRQ9jnqyoqEjq1asniYlVC239kpOT9XOnk5WVJdOnT3fircJgJleYd3oRu9cTbULRPl5vAzgc7AoLC+W+++6TVatWSVxcXEi+5+TJk2X8+PGBx6pnl5rKyYYzU7+Qqv9S8g8pmsDpjNPqveLhT2bKCxNWyfq3d+pesRd+0YeifbzeBnA4QWX58uVy++23S506JxIAjh07pn/RqCSU999/Xw9h7t+/P6h317JlS52xef/995/1Z5CgAogU7zkgswYvlYLcvfqX94mrWqRdRguZlD3gvIfbIpVo46b2MaENbFBawwSVkAe7gwcPyu7du4OO3X333Xpe7sEHH9Q9siZNmsjixYv1kgNlx44d+nk1Z9e9e/ez/gyCHWDmIvZQo33MV1rDYBfyYcxGjRpJhw4dgo7Fx8frNXX+48OHD9fDkklJSfrNjRkzRjIyMmoU6ACcwLzSmdE+iOgWP0899ZT07dtX9+yuu+46SUlJkaVLl0birQCeZlPG6fmgfeBHbUzAw5hXon1sVxqpObtwYM4OAOCKCioAALgFwQ4AYDyCHQDAeAQ7AIDxCHYAAOMR7AAAxiPYAQCMR7ADABiPYAcAMB7BDgBgPIIdAMB4BDsAgPEIdgAA4xHsAADGI9gBAIxHsAMAGI9gBwAwHsEOAGA8gh0AwHgEuzDy+Xzy6Zpv9T0AIHwIdmG0+b2v5OEbXpYt738Vzh8LANYj2IVRzpKCoHuEDr1mAGdS94zPolYqK33yv/Pz5HBJmX6csyRf369bUiDJ6Yn66/jEOOkzsqtER0fR2rXsNT/SZ7FMXzlYutxyGW0JIAjBzkFlhyvklalr5NCPZSJREghoZYcq5OUpa0R8Ig2T4uTGu66QBo1inXwrVvWaCXYATkawc5AKYHO3jpBZg5dKQe5eqTxWlZii76NE2vVoIZOyBxDozgO9ZgDnIsrnwdTA0tJSSUhIkAMHDkjjxo3F7Y5WHJPBSbOk7PDRwLG4+BjJ3j9R6sbUieh786ojB8tl2CVzg3rN6o+I6DpROhD6e80vfjuWPyYAg9U0HpCgEgY7N34XFOgU9Xjnxu/D8eON7jWr3rES1GuWql7zM9tGEOiAWvIZsmSKYBcGG9/Zqe+7928jC3aNku79WuvHG/5nRzh+vLGapiXI4x/dJXENYoKOq8dZa+6SJqkJEXtvgCk2G7Jkijm7MOj26zaS3ilZeg3uIFFRUfLHZXfK2sWfSdOWVRmZcKbX3L5nKk0LR6nezva1u6Vjr5b62jZRjiHJXwS7MFC/dKv/4lUXxfW/7RiOH21Vr3n4k5nywoRVsv7tnbrXTLCD00xc8lJp6JIpgh08jV4zIsmUXo8NS6bIxrSYDUMwgJO9nrdmfiJHSiukQUKsDJyYEfFeT6iu6eI9BwJLplRwC1BLpjKqlky5ZU68ptmYBDuL5a3cZdwQDGDzkpdQXtNHPbJkiqUHOCtqdQJmLXkJ5TW907AlUyGfs8vKypKlS5fKF198IfXr15cePXrIjBkzpE2bNoHXlJWVyYQJEyQ7O1vKy8uld+/e8uyzz0pycnKo3w4smHgGIrHk5ZRez/ElL+Hs9Th5TW80LPkr5MOYt9xyiwwaNEiuvvpq+emnn+Thhx+Wzz77TPLz8yU+Pl6/ZuTIkfLuu+/KokWL9Fjr6NGjJTo6WnJycoysoOIWbh+CAbzi83V75MFrXzrl+Mx1vw9rIHDyms7PKZTi3SWBJVMqVPiXTLkp2Llmzu7f//63NG3aVNauXSvXXXedfkNNmjSR1157Te644w79GtULbNeuneTm5kr37t3P+j0JdmLFxDPgVgsf/Ke8NTP3lF7PwEkZcveMzLC+F9uv6dIaBjvHlx6oN6AkJSXp+82bN8vRo0clM/PECdG2bVtJS0v72WCnhjrVrfqHg/eHYACvctOSF65pF5QLq6yslHHjxknPnj2lQ4cO+lhRUZHUq1dPEhODTwo1X6ee+7l5QBW5/bfUVPd0ob3ItIlnINzUMJ4qDOFP7/cXiojU8B7XdISD3ahRo/R8nUpEqY3JkyfrHqL/VlhYGLL3aCNqdQJm4Zo+O8eGMVXSyYoVK+Tjjz+WFi2q0nSVlJQUqaiokJKSkqDe3b59+/RzpxMbG6tvMG8IBkDtcU2fXcgTVNS3GzNmjCxbtkzWrFkjrVq1Cnren6CyePFiGThwoD62Y8cOPW9HggoAwBMJKmroUmVavv3229KoUaPAPJx6M2rdnbofPny4jB8/XietqDengmNGRkaNMjEBN6DUGkzis6B0YMjn7ObPn68j7PXXXy/NmjUL3F5//fXAa5566inp27ev7tmp5Qhq+FItRAe8wpQ9vgBbzueQ9+xqMioaFxcn8+bN0zfAi0ysdg975VhwPrPFD1ADlFqDSSotLB3IrgdADVBqDSY5YlDpQHY9AAyrdq+mCD5d822NpgoAt5/PRi0qB0ziL8ukSqtV5y+15nT9QRuSCGDP+RxuBDvAI2WZ2H8QobbTotKBJKgALt3jy8YkAoTXRsP2rDsTElSAc1hoG849vkxKIoA75XtkzzpP7GfnBPazQzjkrdwlj/RZLNNXDo7Y2iPb9yoDzoZszAghY84cbpgjsy2JAHAKc3YOZMxFujcAs+bIzpRE4JWhJiDSCHYhZkPZHVOVHa6QV6auCZoj08cPVcjLU9YE5shuvOuKsM6R2ZREADiFYGdobwDnv9DWP0cWtNBWzZH1qJojC3cyCHuVAbVHgkotkTFnnqMVx2Rw0qygocO4+BjJ3j9R6sbUieh7AxCMBJUwsbHsjulsWmgL2IIKKiFAxpxZqs+RLdg1Srr3a60fqzkyAN7EnF2IkDFnDubIAPPQswsRegPmUBmO1/+2Y6BqirpXj8l8BLyLnl2I0BsAAPciGxMA4FlkYwIAcBxzdoajVicAEOyMx+7WAECwM54bKvcDQKSRjWkYanUCwKkIdoZxa+V+AIgkElQMQ61OADgVwc5A1OoEgGAEO0NRuR8ATiDYGYpanQBwAgkqhqJWJwCcQG1MAIBnURsTAIDjmLMDABiPYAcAMF5dr1by94/VAgDsVXo8DvjjglHB7uDBg/o+NTU10m8FAOCSuJCQkGBWNmZlZaV8//330qhRI4mKqqr9eL5/EaiAWVhYKI0bNw7pezQB7UPbcO5wbbn9d48KYSrQNW/eXKKjo83q2akP1KJFi5B9P9WYBDvah3Mn9Li2aJ9wnD9n6tH5kaACADAewQ4AYDyrg11sbKxMmzZN34P24dzh2uJ3j7m/mz2ZoAIAwLmwumcHALADwQ4AYDyCHQDAeAQ7AIDxCHYAAONZG+zmzZsnl1xyicTFxUm3bt1k48aNYqOPP/5YbrvtNl1qR5VeW758edDzKll36tSp0qxZM6lfv75kZmbKl19+KbbIysqSq6++Wpema9q0qfTv31927NgR9JqysjIZNWqUXHjhhdKwYUMZOHCg7Nu3T2wwf/58ueKKKwKVLjIyMmTlypWB521um5M98cQT+hobN25c4JjN7fPII4/o9qh+a9u2rWNtY2Wwe/3112X8+PF6HceWLVukU6dO0rt3bykuLhbbHD58WH9+FfxPZ+bMmTJ37lx57rnnZMOGDRIfH6/bSp2INli7dq2+4NavXy+rVq2So0ePys0336zbze/++++Xd955R9588039elW3dcCAAWIDVbZP/RLfvHmz5OXlyY033ij9+vWTzz//XGxvm+o2bdokf/vb3/QfBtXZ3j6XX365/PDDD4HbunXrnGsbn4V++ctf+kaNGhV4fOzYMV/z5s19WVlZPpup02HZsmWBx5WVlb6UlBTfrFmzAsdKSkp8sbGxvsWLF/tsVFxcrNtp7dq1gfaIiYnxvfnmm4HXFBQU6Nfk5ub6bHTBBRf4/v73v9M2xx08eNDXqlUr36pVq3y9evXy3Xffffq47efOtGnTfJ06dTrtc060jXU9u4qKCv1XqBqOq15YWj3Ozc2N6Htzm2+++UaKioqC2koVXFXDvra21YEDB/R9UlKSvlfnkurtVW8jNRSTlpZmXRsdO3ZMsrOzda9XDWfSNlXUyMCtt94adI4otI/oKRE1hfKLX/xChgwZInv27HGsbTy560Ft/Oc//9EXZXJyctBx9fiLL76I2PtyIxXolNO1lf85m6itpdR8S8+ePaVDhw76mGqHevXqSWJiorVttH37dh3c1NC2mltZtmyZtG/fXrZt22Z926jgr6ZK1DDmyWw/d7p16yaLFi2SNm3a6CHM6dOny7XXXiufffaZI21jXbADavMXuroQq88rQPQvKxXYVK93yZIlMnToUD3HYju1F9t9992n53pVIhyC/epXvwp8reYyVfBr2bKlvPHGGzoZLtSsG8a86KKLpE6dOqdk9ajHKSkpEXtfbuRvD9pKZPTo0bJixQr56KOPgvZSVG2khsZLSkqsPZ/UX+CXXXaZdOnSRWevqoSnOXPmWN82aihOJb1dddVVUrduXX1TfwSohC/1teql2H7uVKd6ca1bt5Zdu3Y5cu5YF+zUhakuytWrVwcNT6nHaigGJ6Snp+sTq3pbqR2EVVamLW2l8nZUoFNDcx9++KFuk+rUuRQTExPURmppgpp7sKWNTqaup/Lycuvb5qabbtJDvKrX67917dpVz035v+bcOeHQoUPy1Vdf6WVOjlxXPgtlZ2frjMJFixb58vPzfSNGjPAlJib6ioqKfLZRmWJbt27VN3U6zJ49W3+9e/du/fwTTzyh2+btt9/2ffrpp75+/fr50tPTff/97399Nhg5cqQvISHBt2bNGt8PP/wQuB05ciTwmj/84Q++tLQ034cffujLy8vzZWRk6JsNHnroIZ2Z+s033+jzQz2OioryffDBBz7b2+Z0qmdj2t4+EyZM0NeVOndycnJ8mZmZvosuukhnPDvRNlYGO+WZZ57RDVmvXj29FGH9+vU+G3300Uc6yJ18Gzp0aGD5wZQpU3zJycn6D4SbbrrJt2PHDp8tTtc26rZw4cLAa1Tgv/fee3XKfYMGDXy33367Dog2GDZsmK9ly5b6OmrSpIk+P/yBzva2qUmws7l9fvOb3/iaNWumz52LL75YP961a5djbcN+dgAA41k3ZwcAsA/BDgBgPIIdAMB4BDsAgPEIdgAA4xHsAADGI9gBAIxHsAMAGI9gBwAwHsEOAGA8gh0AQEz3/wFlScOOlhPAfgAAAABJRU5ErkJggg==", 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", 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", 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", 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