python pandas learning notes

Pandas is suitable for data analysis. Its function is similar to excel, but the former is easy to reproduce. To use pandas, first import the library. import pandas data structure sequence Series is a one-dimensional array that can contain any data type. Each array has an index label. establish The Series() function can create a seque ...

Added by Simsonite on Sun, 19 Dec 2021 23:39:19 +0200

Essence, the 12 major Pandas common configuration skills, you may not understand.

Hello, in the process of using Pandas, in addition to data, we deal more with tables. In order to better display a table data, there must be good settings in the early stage. This article introduces the common configuration skills of Pandas, mainly based on options and settings. Welcome to collect and learn, like praise and support. Note: tec ...

Added by desenhistas on Sat, 18 Dec 2021 08:22:00 +0200

Hands on data analysis: 2 (medium) data reconstruction

2.4 data consolidation 2.4. 1 load all the data in the data folder and observe the relationship between them compared with the previous original data text_left_up = pd.read_csv("data/train-left-up.csv") text_left_down = pd.read_csv("data/train-left-down.csv") text_right_up = pd.read_csv("data/train-right-up.csv") text_right_down = pd.read_csv ...

Added by shams on Fri, 17 Dec 2021 21:44:39 +0200

2021 Fourth Job of Artificial Neural Network - Topic 1: LeNet Classification of Fruits and Animals

Introduction: The image classification problem of FAMNIST data collection consisting of five kinds of animals and five kinds of fruits was tested. This paper mainly focuses on the preparation of the previous database and the construction of the network. Detailed testing of the network can be found in Identification tests for ten species of anim ...

Added by feri_soft on Thu, 16 Dec 2021 20:00:15 +0200

Implementation of Markov chain Monte Carlo MCMC model in R language

Original link: http://tecdat.cn/?p=2687Original source: Tuo end data tribal official accountWhat is MCMC and when to use it?MCMC is just an algorithm for sampling from distribution.This is just one of many algorithms. This term stands for "Markov chain Monte Carlo" because it is a "Monte Carlo" (i.e. random) method using &qu ...

Added by shan169 on Tue, 14 Dec 2021 11:37:14 +0200

streamlit rapid deployment SCADA data analysis

By establishing a web app for SCADA data analysis, this paper briefly introduces the use and deployment of streamlit. See the code in the text for details GitHub: https://github.com/SooHooLee/test Project web app See: https://share.streamlit.io/soohoolee/test/data_analysis.py 1. What is Streamlit Streamlit: an application development fram ...

Added by gazza52 on Tue, 14 Dec 2021 05:05:42 +0200

Recently 'classmate Zhang' is so popular in Dy that I can't help analyzing his dy comment data in Python. I believe I can get angry one day

Recently, Jo Chang Zhang suddenly caught fire, and about ten million tiktok in two months. In today's article, I grabbed the comment data of classmate Zhang's video and wanted to dig out the points of interest to classmate Zhang from the perspective of text analysis. Classmate Zhang started sending videos on October 4, and the number of likes ...

Added by ahundiak on Tue, 14 Dec 2021 02:06:13 +0200

Stupid? What happens when Pandas encounters a very large data set?

Hello everyone, it's a new week. We usually use the Pandas module to further analyze and mine the key information of the data set, but when we encounter a particularly large data set, the memory will explode. Today I'll share some tips to help you avoid the situation mentioned above. Note: technical exchange group is provided at the end of the ...

Added by michaellunsford on Mon, 13 Dec 2021 09:37:55 +0200

2021 iFLYTEK - vehicle loan default prediction challenge Top1 - scheme learning

2021 iFLYTEK - vehicle loan default prediction challenge Top1 - scheme learningbrief introductionThe purpose of auto loan default prediction is to establish a risk identification model to predict the borrowers who may default. The prediction result is whether the borrower may default, which belongs to the second category.In the competition of p ...

Added by davejj on Fri, 10 Dec 2021 11:32:37 +0200

What are the common anti crawling methods of Python crawlers?

When capturing the relevant data of each other's websites and APP applications, we often encounter a series of methods to prevent crawlers. The reasons why website apps do this are to ensure the quality of service and reduce the server load, and to protect data from being obtained. The struggle between reptiles and anti reptiles has last ...

Added by ace_lovegrove on Tue, 07 Dec 2021 17:22:23 +0200