10_Python_Miscellaneous/02-Objects and Data Structures Assessment Test.ipynb

{"cells":[{"cell_type":"markdown","metadata":{"colab_type":"text","id":"enNfF8Fc6MYd"},"source":["# Objects and Data Structures Assessment Test"]},{"cell_type":"markdown","metadata":{"colab_type":"text","collapsed":true,"id":"T_zUjerB6MYh"},"source":["## Test your knowledge. \n","\n","** Answer the following questions **"]},{"cell_type":"markdown","metadata":{"colab_type":"text","collapsed":true,"id":"X82SeRnz6MYj"},"source":["Write a brief description of all the following Object Types and Data Structures we've learned about: "]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"eKhEkDWp6MYk"},"source":["|DATA         | Types           |Ordered  |Allows duplicate\n","|-------------|-----------------|---------|-----------\n","|Numbers:     |int,float,complex|    -    |    -\n","|             |                 |         |\n","|*Strings*:   |**Immutable**    |    -    |    -\n","|             |                 |         |\n","|Lists:       |***Mutable***    |Yes      |Yes\n","|             |                 |         |\n","|*Tuples*:    |**Immutable**    |Yes      |yes\n","|             |                 |         |\n","|Dictionaries:|***Mutable***    |No       |No\n","|             |                 |         |\n","|Set:         |***Mutable***    |No       |No\n","\n","dict & set are unorderd therefore cannot be sorted.\n","\n"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"zznjl9Nq6MYm"},"source":["## Numbers\n","<img src='https://d1avenlh0i1xmr.cloudfront.net/1a022ffc-4e79-4b9f-8db9-58305232fbae/bodmas.jpg' height= 250 width = 280, align = \"center\">\n","\n","\n","\n","\n","Write an equation that uses multiplication, division, an exponent, addition, and subtraction that is equal to 100.25.\n","\n","Hint: This is just to test your memory of the basic arithmetic commands, work backwards from 100.25"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1120,"status":"ok","timestamp":1588803868134,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"YRkjKL8Z6MYn","outputId":"66a80c4a-678e-44a7-96d1-535c8d5c31f3"},"outputs":[{"data":{"text/plain":["100.25"]},"execution_count":23,"metadata":{"tags":[]},"output_type":"execute_result"}],"source":["#Bodmas\n","((((10**2)/2)*2)+1)-.75\n"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"xkJM9QuS6MYt"},"source":["Answer these 3 questions without typing code. Then type code to check your answer.\n","\n","    What is the value of the expression 4 * (6 + 5)\n","    \n","    What is the value of the expression 4 * 6 + 5 \n","    \n","    What is the value of the expression 4 + 6 * 5 "]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1249,"status":"ok","timestamp":1588845577011,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"NIwJdMP36MYu","outputId":"9fbd23c3-a9a9-4d8a-c410-44b3acb53fa6"},"outputs":[{"name":"stdout","output_type":"stream","text":["The result for the expression is 44 29 34\n"]}],"source":["exp1 = 4 * (6 + 5)\n","exp2 = 4 * 6 + 5 \n","exp3 = 4 + 6 * 5 \n","print('The result for the expression is {r1} {r2} {r3}'.format(r1=exp1,r2=exp2,r3=exp3))"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"aOmxY0b76MYy"},"source":["What is the *type* of the result of the expression 3 + 1.5 + 4?<br>**Float**<br>\n"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"g38BC8vJ6MYz"},"source":["What would you use to find a number’s square root, as well as its square? "]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":52},"colab_type":"code","executionInfo":{"elapsed":1112,"status":"ok","timestamp":1588879387980,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"UL4StDxn6MY0","outputId":"7843b498-786b-41b5-bdf2-9eddcc199ba5"},"outputs":[{"name":"stdout","output_type":"stream","text":["2.0\n","5\n"]}],"source":["# Square root:\n","import math\n","num = math.sqrt(4)\n","print(num)\n","\n","#Another method to find SqRoot\n","a = 25**0.5\n","print(int(a))"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1371,"status":"ok","timestamp":1588845145899,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"ennz_mr-6MY5","outputId":"1c6495c7-bb16-40b4-8955-1600aa268d87"},"outputs":[{"name":"stdout","output_type":"stream","text":["4\n"]}],"source":["# Square:\n","num = 2**2\n","print(num)"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"xTVrLTe86MY9"},"source":["## Strings"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"mt1NQWlq6MY9"},"source":["Given the string 'hello' give an index command that returns 'e'. Enter your code in the cell below:"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1151,"status":"ok","timestamp":1588845711958,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"cNQhhf_n6MY-","outputId":"a7e88a69-3f06-44da-94bb-9be89d785750"},"outputs":[{"name":"stdout","output_type":"stream","text":["e\n"]}],"source":["s = 'hello'\n","# Print out 'e' using indexing\n","print(s[1])"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"n3Egw4rV6MZI"},"source":["Reverse the string 'hello' using slicing:"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1120,"status":"ok","timestamp":1588845932836,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"lp4LW9t96MZJ","outputId":"2f4b955c-2857-426d-b70e-45f912d5dc08"},"outputs":[{"name":"stdout","output_type":"stream","text":["olleh\n"]}],"source":["s ='hello'\n","# Reverse the string using slicing\n","print(s[::-1])\n"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"9e2wxaOr6MZN"},"source":["Given the string hello, give two methods of producing the letter 'o' using indexing."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":70},"colab_type":"code","executionInfo":{"elapsed":1071,"status":"ok","timestamp":1588847811597,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"KD514STS6MZN","outputId":"daeec717-ddf2-41ac-a7b5-dee2498d7ea6"},"outputs":[{"name":"stdout","output_type":"stream","text":["o\n","o\n","o\n"]}],"source":["s ='hello'\n","# Method 1:\n","print(s[-1::])\n","\n","# Method 2:\n","print(s[:-2:-1])\n","\n","# Method 3:\n","print(s[4])\n"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"UIL6uRf06MZV"},"source":["## Lists"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"_RLQm7bR6MZf"},"source":["Reassign 'hello' in this nested list to say 'goodbye' instead:"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1146,"status":"ok","timestamp":1588878894052,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"qWgYTOPO6MZg","outputId":"eae0e163-b5de-43d1-9825-57dc376f04e4"},"outputs":[{"name":"stdout","output_type":"stream","text":["[1, 2, [3, 4, 'goodbye']]\n"]}],"source":["list3 = [1,2,[3,4,'hello']]\n","list3[2][2] = 'goodbye'\n","print(list3)"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"9_wKilGP6MZk"},"source":["Sort the list below:"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1100,"status":"ok","timestamp":1588848504132,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"6bHiT7SJ6MZl","outputId":"95788304-5b34-435b-fe0d-6cdd0b58935e"},"outputs":[{"name":"stdout","output_type":"stream","text":["[1, 3, 4, 5, 6]\n"]}],"source":["list4 = [5,3,4,6,1]\n","list4.sort()\n","print(list4)"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"IfxgsJSY6MZq"},"source":["## Dictionaries"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"ri0f4JJF6MZq"},"source":["Using keys and indexing, grab the 'hello' from the following dictionaries:"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1256,"status":"ok","timestamp":1588848847754,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"aNoGV5cQ6MZr","outputId":"e72d1954-e060-42af-e7a2-a04dca661fd9"},"outputs":[{"name":"stdout","output_type":"stream","text":["hello\n"]}],"source":["d = {'simple_key':'hello'}\n","# Grab 'hello'\n","print(d['simple_key'])"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1140,"status":"ok","timestamp":1588850693240,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"IFjkvp0k6MZv","outputId":"a588756e-979c-4dae-fece-3a3561b6c398"},"outputs":[{"name":"stdout","output_type":"stream","text":["hello\n"]}],"source":["d = {'k1':{'k2':'hello'}}\n","# Grab 'hello'\n","print(d['k1']['k2'])"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1090,"status":"ok","timestamp":1588850978963,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"3otUWWL_6MZz","outputId":"e4cd3bb6-e345-4a5a-d066-5ddc3aabbf97"},"outputs":[{"name":"stdout","output_type":"stream","text":["hello\n"]}],"source":["# Getting a little tricker\n","d = {'k1':[{'nest_key':['this is deep',['hello']]}]}\n","\n","#Grab hello\n","print(d['k1'][0]['nest_key'][1][0])"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1094,"status":"ok","timestamp":1588851167309,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"XANMc_oJ6MZ3","outputId":"0d7edb5e-448b-4bf1-ae5e-2ca6422bca64"},"outputs":[{"name":"stdout","output_type":"stream","text":["hello\n"]}],"source":["# This will be hard and annoying!\n","d = {'k1':[1,2,{'k2':['this is tricky',{'tough':[1,2,['hello']]}]}]}\n","print(d['k1'][2]['k2'][1]['tough'][2][0])"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"YG5m7AzR6MZ7"},"source":["Can you sort a dictionary? Why or why not?<br>No becoz it unordered, So you need an ordered data type to represent sorted values, which will be a list—probably a list of tuples<br>"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"UmbVAc376MZ8"},"source":["## Tuples"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"CSQ5Haem6MZ8"},"source":["What is the major difference between tuples and lists?<br>Mutability list are mutable while tuple are Immutable<br>"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"6ri8VcjX6MZ9"},"source":["How do you create a tuple?<br>Tuples uses paranthesis:(1, 2, 3)<br>"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"1bxFieW76MZ9"},"source":["## Sets "]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"VzuYWUmC6MZ-"},"source":["What is unique about a set?<br>Unorderd & duplicate are not allowed<br>"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"qOfP2yOH6MZ_"},"source":["Use a set to find the unique values of the list below:"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1238,"status":"ok","timestamp":1588879155049,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"DUQV_TNw6MZ_","outputId":"3fd31a30-01a6-47d1-dc0b-960da84f388d"},"outputs":[{"name":"stdout","output_type":"stream","text":["{1, 2, 33, 4, 3, 11, 22}\n"]}],"source":["list5 = [1,2,2,33,4,4,11,22,3,3,2]\n","print(set(list5))"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"mm3fZGB96MaC"},"source":["## Booleans"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"Rw_ANUKq6MaD"},"source":["For the following quiz questions, we will get a preview of comparison operators. In the table below, a=3 and b=4.\n","\n","<table class=\"table table-bordered\">\n","<tr>\n","<th style=\"width:10%\">Operator</th><th style=\"width:45%\">Description</th><th>Example</th>\n","</tr>\n","<tr>\n","<td>==</td>\n","<td>If the values of two operands are equal, then the condition becomes true.</td>\n","<td> (a == b) is not true.</td>\n","</tr>\n","<tr>\n","<td>!=</td>\n","<td>If values of two operands are not equal, then condition becomes true.</td>\n","<td> (a != b) is true.</td>\n","</tr>\n","<tr>\n","<td>&gt;</td>\n","<td>If the value of left operand is greater than the value of right operand, then condition becomes true.</td>\n","<td> (a &gt; b) is not true.</td>\n","</tr>\n","<tr>\n","<td>&lt;</td>\n","<td>If the value of left operand is less than the value of right operand, then condition becomes true.</td>\n","<td> (a &lt; b) is true.</td>\n","</tr>\n","<tr>\n","<td>&gt;=</td>\n","<td>If the value of left operand is greater than or equal to the value of right operand, then condition becomes true.</td>\n","<td> (a &gt;= b) is not true. </td>\n","</tr>\n","<tr>\n","<td>&lt;=</td>\n","<td>If the value of left operand is less than or equal to the value of right operand, then condition becomes true.</td>\n","<td> (a &lt;= b) is true. </td>\n","</tr>\n","</table>"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"QXH4kOI06MaE"},"source":["What will be the resulting Boolean of the following pieces of code (answer fist then check by typing it in!)"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1095,"status":"ok","timestamp":1588879190764,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"Q2usevM26MaE","outputId":"5907fff1-12e6-4c56-c1f2-f32546a4a1c3"},"outputs":[{"data":{"text/plain":["False"]},"execution_count":5,"metadata":{"tags":[]},"output_type":"execute_result"}],"source":["# Answer before running cell\n","2 > 3 #False"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":964,"status":"ok","timestamp":1588879206753,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"z5LQ3b8Z6MaH","outputId":"f4650189-8464-4d46-f7c5-5b6a7961631c"},"outputs":[{"data":{"text/plain":["False"]},"execution_count":6,"metadata":{"tags":[]},"output_type":"execute_result"}],"source":["# Answer before running cell\n","3 <= 2 #False"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1045,"status":"ok","timestamp":1588879217267,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"I34f-6fK6MaM","outputId":"0172a0d1-d414-4a37-d135-6297b02f5f82"},"outputs":[{"data":{"text/plain":["False"]},"execution_count":7,"metadata":{"tags":[]},"output_type":"execute_result"}],"source":["# Answer before running cell\n","3 == 2.0 #flase"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1069,"status":"ok","timestamp":1588879229974,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"pVrqOoXz6MaQ","outputId":"5736097c-bd86-4fb7-b420-3859c86e7e83"},"outputs":[{"data":{"text/plain":["True"]},"execution_count":8,"metadata":{"tags":[]},"output_type":"execute_result"}],"source":["# Answer before running cell\n","3.0 == 3 #True"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1124,"status":"ok","timestamp":1588879250556,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"fFTLABpr6MaT","outputId":"02d2589b-0782-4c02-f29c-139ddab0bd5b"},"outputs":[{"data":{"text/plain":["False"]},"execution_count":9,"metadata":{"tags":[]},"output_type":"execute_result"}],"source":["# Answer before running cell\n","4**0.5 != 2 #False"]},{"cell_type":"markdown","metadata":{"colab_type":"text","id":"j0tAVqXR6MaV"},"source":["Final Question: What is the boolean output of the cell block below?"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":34},"colab_type":"code","executionInfo":{"elapsed":1160,"status":"ok","timestamp":1588879492911,"user":{"displayName":"faizy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GjOZhoo7Pw3QEureM-sfCMUcD6eyIzbktVDfFFn8Q=s64","userId":"00466318749872658969"},"user_tz":-330},"id":"Fn70I7ru6MaW","outputId":"62fd1947-29c9-49b2-ced1-4d09c7c3cba6"},"outputs":[{"data":{"text/plain":["False"]},"execution_count":12,"metadata":{"tags":[]},"output_type":"execute_result"}],"source":["# two nested lists\n","l_one = [1,2,[3,4]]\n","l_two = [1,2,{'k1':4}]\n","\n","# True or False?\n","l_one[2][0] >= l_two[2]['k1'] #3>=4 False"]}],"metadata":{"anaconda-cloud":{},"colab":{"name":"Copy of 09-Objects and Data Structures Assessment Test.ipynb","provenance":[{"file_id":"1lwTQAsBIBizY2QAxoAzEGbcYPfFc3_2h","timestamp":1588879580014}]},"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.6.2"}},"nbformat":4,"nbformat_minor":0}