Easy ways to rename columns with pandas in Python | Data science Tutorial

Do you know the multiples ways to manipulate data and information using Pandas? How to create dataframe? rename? using lambda function?
select columns?
#Python #Pandas #datamanipulation #machinelearning
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Intro data manipulation with Pandas in Python: remove drop groupby plot: • Intro data manipulatio...
Extract Year Month Day from date type variable with Pandas DataFrames: • Extract Year Month Day...
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Filter and select dataframes: • Filter and Select data...
- Applying the function filter for dataframes
- Using iloc and loc for filtering
- Selecting by observations, column or multiple columns, by indices
- Utilizing the function where, Condition or conditions for filtering data
Web Scraping with Pandas: Extracting data with HTML • Web Scraping with Pand...
* How to extract / scraping information and data from the web
* Capture the desired table / paragraph from object
Set and reset index in DataFrames: • Set and reset index i...
- Create dataframes with indices and understand how index works
- New observations with new index
- Set index to a dataframe
- Using and applying reset_index
- Two columns as new indices
- Using iloc and loc with index
Definition and creation: • 1.7 DataFrames with pa...
- What is a Data Frame?
- EXCEL table or Sql Table?
- DataFrame constructor and its options
- Using pandas as pd
- Defining a data frame with lists, dictionary, tuples and lists
- Defining data frames with series
Exploring and extracting information: • Exploring DataFrames w...
- How to create a dataframe with dictionaries
- Using the function describe to obtain a summary
- utilize the function shape to obtaning number of rows and columns
- What is index and how to get the indices
- Extract different values from the dataset
- What is the function head? and what is tail? size ?
- First observations in a data frame
- How to access to columns using names and brackets [ ]
- What is data type? dtype?
Index with loc and iloc: • How to deal with index...
- Defining a dataframe and understanding its indices
- How to use iloc an loc
- Row names, column names and index number
- How to use at and iat
- Using [ ], and multiple observations
- Defining a dataframe with indices names
New columns and observations: • Add New columns and ro...
- Create and define new columns
- Define and build dataframes from scratch
- Using assign for inserting new rows / observations
- Concatenate two dataframes into a new one
- Utilize loc and iloc
- Understanding index
* More videos and tutorials **
Classification with XGB and python: • XGBoost: Complete clas...
Hierarchical clustering with python Video Chapter 1: • V-1 Hierarchical clust...
Clustering in python
• V-1 Hierarchical clust...
clustering in R
• Hierarchical Clusterin...
- Data types, tuples and object in Python: • 1.1 Data types and obj...
- Sequence and range with python: • 1.2 Range and sequence...
- List in Python: • 1.3 Creating lists in ...
- Creating dictionaries in python: • 1.4 Creating dictionar...
- Mapping with dictionaries in python: • 1.5 Mapping and dictio...
- Vectors and numpy: • 1.6 Vectors with Numpy...
Any comments or suggestions are welcome.
Contact: [e-mail]
Mi canal en español:
/ @rvstats_es
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Intro data manipulation with Pandas in Python: remove drop groupby plot: ua-cam.com/video/aqmvzsCtTWo/v-deo.html