Pandas-for-Data-Science
Pandas Crash Course for Data Science | Nicholas Renotte
CRUD for Pandas
C ➡ Create
R ➡ Read
U ➡ Update
D ➡ Delete
Everything you nees to get up and running!
Crash Course for getting started with tabular data
What's Covered
-
CREATE
1.1. Create from a CSV
1.2. Create from a dictionary -
READ
2.2. Show Colummns and data type
2.3. Summary Statistics
2.4. Filtering Columns 2.5. Filtering in rows 2.6 Indexing with Iloc 2.7 Indexing with loc -
UPDATE
3.1. Dropping Rows
3.2. Dropping Columns
3.3. Creating Calculated Columns
3.4. Updating an Entire Column
3.5. Updating a Single Value
3.6. Condition based updating using apply -
DELETE
4.1. Output to csv
4.2. Output to json
4.3. Output to html
4.4. Delete a dataframe