Analytica

Refer to Test Lib.ipynb for examples and usage.
For code, go to analytica/__init__.py

Analytica is a data analysis & manipulation library which has basic functionality like pandas. I created this project in summers break inspired by Dunder Data. It is created from scratch in python and numpy to get the sense how things in pandas works behind the scenes.

Right now it supports following operations.

1. DataFrame Creation
2. Col Indexing
3. Row Indexing
4. Row, Col Indexing
5. Min
6. Max
7. Mean
8. Median
9. Sum
10. ArgMax
11. ArgMin
12. All
13. Any
14. Var
15. Std. Dev
16. isna
17. Head
18. Tail
19. Count
20. Rename
21. Assignment Operations
22. Add
23. Subtract
24. Multiply
25. Divide
26. Power
27. Greater or Equal to (>=)
28. Less or Equal to (<=)
29. Equal to (==)
30. Not Equal to (!=)
31. Read CSV
32. Sample
33. Unique
34. nunique
35. .values
36. .shape
37. .columns
38. .dtypes