Coder Social home page Coder Social logo

sjapanjots / analysis--2 Goto Github PK

View Code? Open in Web Editor NEW
3.0 2.0 0.0 1.93 MB

This is an analysis of Netflix in which the problem statements have been solved and which given in source code. This source code helps to clear several concepts of python pandas

Python 100.00%
data data-science dataanalysis machine-learning ml python

analysis--2's Introduction

Analysis--2

The commands that we used in this project :

  • head() - It shows the first N rows in the data (by default, N=5).
  • tail () - It shows the last N rows in the data (by default, N=5).
  • shape - It shows the total no. of rows and no. of columns of the dataframe.
  • size - To show No. of total values(elements) in the dataset.
  • columns - To show each Column Name.
  • dtypes - To show the data-type of each column.
  • info() - To show indexes, columns, data-types of each column, memory at once.
  • value_counts - In a column, it shows all the unique values with their count. It can be applied on a single column only.
  • unique() - It shows the all unique values of the series.
  • nunique() - It shows the total no. of unique values in the series.
  • duplicated( ) - To check row wise and detect the Duplicate rows.
  • isnull( ) - To show where Null value is present.
  • dropna( ) - It drops the rows that contains all missing values.
  • isin( ) - To show all records including particular elements.
  • str.contains( ) - To get all records that contains a given string.
  • str.split( ) - It splits a column's string into different columns.
  • to_datetime( ) - Converts the data-type of Date-Time Column into datetime[ns] datatype.
  • dt.year.value_counts( ) - It counts the occurrence of all individual years in Time column.
  • groupby( ) - Groupby is used to split the data into groups based on some criteria.
  • sns.countplot(df['Col_name']) - To show the count of all unique values of any column in the form of bar graph.
  • max( ), min( ) - It shows the maximum/minimum value of the series.
  • mean( ) - It shows the mean value of the series.

You will learn these things also: Creating New Columns & Dataframe Filtering (Single Column & Multiple Columns) Filtering with And and OR Seaborn Library - Bar Graphs

analysis--2's People

Contributors

sjapanjots avatar

Stargazers

 avatar  avatar  avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.