文件名称：pandas_exercises.zip
文件大小：15.19MB
文件格式：ZIP
更新时间：2023-05-14 14:41:27
python pandas 数据分析
通过具体案例总结了 pandas 的常用操作，并做成练习题，练习题附答案，并且有完整数据集，建议读者把练习题完成。作者认为，做完练习题，pandas 的基本操作没有问题了，以后碰到问题也可以查这些习题。
【文件预览】：
09_Time_Series
----Investor_Flow_of_Funds_US()
--------Exercises.ipynb(4KB)
--------Solutions.ipynb(39KB)
--------Exercises_with_code_and_solutions.ipynb(39KB)
----Getting_Financial_Data()
--------Exercises_with_solutions_and_code.ipynb(12KB)
--------Exercises.ipynb(4KB)
--------Solutions.ipynb(12KB)
----Apple_Stock()
--------appl_1980_2014.csv(416KB)
--------Exercises.ipynb(4KB)
--------Exercises-with-solutions-code.ipynb(48KB)
--------Solutions.ipynb(48KB)
05_Merge
----Auto_MPG()
--------Exercises.ipynb(3KB)
--------Exercises_with_solutions.ipynb(48KB)
--------cars2.csv(9KB)
--------cars1.csv(10KB)
--------Solutions.ipynb(48KB)
----Housing Market()
--------Exercises.ipynb(3KB)
--------Exercises_with_solutions.ipynb(27KB)
--------Solutions.ipynb(26KB)
----Fictitous Names()
--------Exercises.ipynb(4KB)
--------Exercises_with_solutions.ipynb(22KB)
--------Solutions.ipynb(21KB)
06_Stats
----Wind_Stats()
--------wind.desc(954B)
--------Exercises.ipynb(7KB)
--------Exercises_with_solutions.ipynb(150KB)
--------Solutions.ipynb(147KB)
--------wind.data(520KB)
----US_Baby_Names()
--------US_Baby_Names_right.csv(34.11MB)
--------Exercises.ipynb(4KB)
--------Exercises_with_solutions.ipynb(25KB)
--------Solutions.ipynb(24KB)
01_Getting_&_Knowing_Your_Data
----Occupation()
--------Exercises.ipynb(6KB)
--------Exercise_with_Solution.ipynb(27KB)
--------Solutions.ipynb(26KB)
----World Food Facts()
--------Exercises.ipynb(3KB)
--------Exercises_with_solutions.ipynb(16KB)
--------Solutions.ipynb(16KB)
----Chipotle()
--------Exercises.ipynb(6KB)
--------Exercise_with_Solutions.ipynb(18KB)
--------Solutions.ipynb(17KB)
08_Creating_Series_and_DataFrames
----Pokemon()
--------Exercises-with-solutions-and-code.ipynb(9KB)
--------Exercises.ipynb(4KB)
--------Solutions.ipynb(3KB)
11_Indexing
----Exercises.ipynb(5KB)
Template
----Exercises.ipynb(5KB)
10_Deleting
----Iris()
--------Exercises_with_solutions_and_code.ipynb(44KB)
--------Exercises.ipynb(4KB)
--------Solutions.ipynb(44KB)
----Wine()
--------Exercises_code_and_solutions.ipynb(40KB)
--------Exercises.ipynb(5KB)
--------Solutions.ipynb(39KB)
07_Visualization
----Tips()
--------tips.csv(9KB)
--------Exercises.ipynb(4KB)
--------Solutions.ipynb(196KB)
--------Exercises_with_code_and_solutions.ipynb(198KB)
----Scores()
--------Exercises_with_solutions_code.ipynb(34KB)
--------Exercises.ipynb(5KB)
--------Solutions.ipynb(33KB)
----Online_Retail()
--------Exercises_with_solutions_code.ipynb(139KB)
--------Exercises.ipynb(10KB)
--------Online_Retail.csv(41.92MB)
--------Solutions.ipynb(132KB)
----Titanic_Desaster()
--------Exercises_code_with_solutions.ipynb(65KB)
--------Exercises.ipynb(3KB)
--------train.csv(59KB)
--------Solutions.ipynb(63KB)
----Chipotle()
--------Exercises.ipynb(3KB)
--------Exercise_with_Solutions.ipynb(42KB)
--------Solutions.ipynb(40KB)
02_Filtering_&_Sorting
----Fictional Army()
--------Exercise.ipynb(7KB)
--------Exercise_with_solutions.ipynb(52KB)
--------Solutions.ipynb(49KB)
----.DS_Store(8KB)
----Euro12()
--------Exercises_with_Solutions.ipynb(73KB)
--------Exercises.ipynb(5KB)
--------Solutions.ipynb(72KB)
--------Euro_2012_stats_TEAM.csv(2KB)
----Chipotle()
--------Exercises.ipynb(3KB)
--------Exercises_with_solutions.ipynb(58KB)
--------Solutions.ipynb(35KB)
03_Grouping
----Occupation()
--------Exercise.ipynb(3KB)
--------Exercises_with_solutions.ipynb(17KB)
--------Solutions.ipynb(16KB)
----Alcohol_Consumption()
--------Exercise.ipynb(3KB)
--------Exercise_with_solutions.ipynb(16KB)
--------Solutions.ipynb(15KB)
----Regiment()
--------Exercises_solutions.ipynb(21KB)
--------Exercises.ipynb(4KB)
--------Solutions.ipynb(20KB)
04_Apply
----US_Crime_Rates()
--------Exercises.ipynb(3KB)
--------Exercises_with_solutions.ipynb(25KB)
--------Solutions.ipynb(24KB)
--------US_Crime_Rates_1960_2014.csv(5KB)
----Students_Alcohol_Consumption()
--------Exercises.ipynb(4KB)
--------Exercises_with_solutions.ipynb(35KB)
--------Solutions.ipynb(34KB)
--------student-mat.csv(41KB)