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Data analysis

Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.

https://github.com/aryansharma5/data-visualization-and-thorough-analysis

comprehensive guide for data analysis and visualization

data-analysis data-visualization

Last synced: 24 Jan 2025

https://github.com/salman-khan-mohammed/predicting-the-intent-of-online-shoppers

This project aims to predict online shoppers' purchase intentions using browsing history and user data from e-commerce sites. By analyzing clickstream and session information, the goal is to create a machine learning model that accurately forecasts customers' likelihood of making a purchase.

cluster-analysis data-analysis data-pre eda outliers prediction

Last synced: 31 Jan 2025

https://github.com/ryanfranklin237/data-visualization-python

A tool that allows you to visualize data from a csv or excel file in a graph or charts form

data-analysis data-science data-visualization matplotlib pandas-dataframe python

Last synced: 10 Jan 2025

https://github.com/ryanfranklin237/data-cleansing

A group of python scripts that clean large data sets by removing duplicate data, putting data in correct formats, and removing redundant cells

data-analysis data-cleaning data-science extract-transform-load pandas-dataframe python

Last synced: 10 Jan 2025

https://github.com/cworld1/novel-analysis

A simple project for analyzing Chinese novels

data-analysis novel

Last synced: 23 Jan 2025

https://github.com/djo/data-analysis

Data Analysis course notebooks in R

data-analysis r

Last synced: 03 Feb 2025

https://github.com/prangonghose/analysis_of_bangladesh_economic_complexity

In this project a brief analysis has been done by our team in the export economy of Bangldesh for the past three decades.

data-analysis data-science data-visualization inequalipy matplotlib pandas plotly

Last synced: 19 Jan 2025

https://github.com/jinkogule/multi-analyst

O Multi Analyst é uma ferramenta de análise de dados com uma usabilidade simples, que utiliza inteligência artificial para interpretar os resultados das análises realizadas, retornando insights úteis aos usuários.

apriori-algorithm bootstrap css data-analysis django html numpy open-ai pandas python web-application

Last synced: 03 Jan 2025

https://github.com/ndohvich/ibm-data-science-professional-certificate

Kickstart your career in data science & ML. Build data science skills, learn Python & SQL, analyze & visualize data, build machine learning models. No degree or prior experience required.

coursera dash data-analysis data-science html5 ibm ibm-professional-certificate javascript machine-learnng python sql

Last synced: 19 Feb 2025

https://github.com/codebyaadi/whatsapp-chat-analyzer

WhatsApp Chat Analyzer is a web app built with Streamlit and Python to analyze your WhatsApp conversations. Upload your chat data and gain valuable insights on message frequency, active participants, and more. Visualize your conversations with word clouds and charts. Explore and understand your chats effortlessly.

data-analysis data-science data-visualization numpy pandas pycharm-ide python python3

Last synced: 12 Feb 2025

https://github.com/magnaopus1/synthron-cfd-trader-pro

SYNTHRON CFD Trader PRO is a cutting-edge trading platform featuring raw, custom-designed machine learning models. From reinforcement learning for dynamic strategies to predictive analytics, sentiment analysis, and optimization techniques, it empowers trading across stocks, forex, indices, commodities, futures, and crypto with precision.

ai backtesting cfd commodities data-analysis data-science data-structures forex futures indices machine-learning trading

Last synced: 05 Feb 2025

https://github.com/mafda/seattle_airbnb_data_analysis

This repository contains a comprehensive analysis of the Seattle Airbnb dataset, conducted using the CRISP-DM (Cross Industry Standard Process for Data Mining) methodology.

crisp-dm data-analysis data-science jupyter-notebook pandas-python seattle-data

Last synced: 17 Jan 2025

https://github.com/john-science/data_science_by_example

Examples of Data Science Tools & Libraries

data-analysis data-science ipython pandas

Last synced: 18 Nov 2024

https://github.com/agustinmusanti/delitosencaba-proyectofinal-dataanalytics-coderhouse

En este repositorio muestro mi proyecto final en el curso "Data Analytics" de Coderhouse.

data-analysis excel powerbi

Last synced: 15 Feb 2025

https://github.com/ultrasage-danz/weather-data-analysis

Weather Data Analysis notebook project. Created using Google collab

collaboration data-analysis data-science dataset google google-colab-notebook project

Last synced: 30 Jan 2025

https://github.com/olgapavlova/agile-health-hackathon

Визуализируем здоровье спринтов разработки по сырым данным

data-analysis data-visualization figma google-sheets matplotlib pandas python sql

Last synced: 19 Jan 2025

https://github.com/akash1070/data-science-virtual-internship-by-anz

Exploratory data analysis and prediction of annual salary for customers from the dataset provided by ANZ.

data-analysis data-science predictive-analytics presentation-slides

Last synced: 29 Jan 2025

https://github.com/adrianycmc/introducaoadatascience

Explorando dados: Utilizando Python, Pandas e o Colaboratory do Google.

data-analysis data-science jupyter pandas python

Last synced: 12 Feb 2025

https://github.com/flyingfathead/neurograph-framework

A versatile tool for visualizing entropy loss in TensorFlow-based neural network training, providing insightful scatter plots with annotations.

data-analysis data-analysis-python data-visualization entropy graph graphs neural-network neural-networks neural-networks-visualization nn python python3 tensorflow tensorflow2 training visualization visualization-tools

Last synced: 11 Jan 2025

https://github.com/kirkalyn13/opensignal_autogenerate_report

Script used to generate results/summary, including the trends of flagged provinces, from the raw excel data file,

data-analysis data-science data-visualization matplotlib numpy pandas python

Last synced: 16 Jan 2025

https://github.com/sarincr/data-analytics-with-knime

Data Analytics with KNIME (Konstanz Information Miner), a free and open-source data analytics, reporting and integration platform. KNIME integrates various components for machine learning and data mining through its modular data pipelining concept. A graphical user interface and use of JDBC allows assembly of nodes blending different data sources, including preprocessing (ETL: Extraction, Transformation, Loading), for modeling, data analysis and visualization without, or with only minimal, programming.

ai artificial-intelligence artificial-intelligence-algorithms artificial-neural-networks data-analysis data-mining data-science data-structures data-visualization database datascience deep-learning machine-intelligence machine-learning machine-learning-algorithms machinelearning mining mining-software

Last synced: 21 Jan 2025

https://github.com/dina-hosny/explore-us-bike-share-data-project

Explore US Bike Share Data project - FWD Data Analysis Professional Track. In this project, I used Python to explore data related to bike share systems for three major cities in the United States and answer questions about it by computing descriptive statistics.

data-analysis data-science numpy pandas python

Last synced: 13 Jan 2025

https://github.com/karatechop/noaa-storm-database-data-analysis

Analysis of population health and economic consequences of events documented in the U.S. National Oceanic and Atmospheric Administration’s (NOAA) storm database.

data-analysis knitr r rmarkdown

Last synced: 21 Jan 2025

https://github.com/vidhi1290/zomato-data-analysis

Zomato Data Analysis - Explore the world of Zomato restaurant data through Python and data analysis. Uncover trends and insights using Pandas for data manipulation and Matplotlib for visualization. Join us in this journey to reveal the hidden stories within the data!

data-analysis data-analysis-python data-science data-visualization dataprocessing machine-learning machine-learning-algorithms matplotlib numpy pandas python scikit-learn zomato-data-analysis

Last synced: 02 Feb 2025

https://github.com/dina-hosny/telco-customer-churn-analysis-using-power-bi

An interactive dashboard to represent some analysis of "Telco customer churn" data and the reasons that made customers churn using Microsoft Power BI.

business-intelligence data-analysis data-modeling data-visualization power-bi powerbi

Last synced: 13 Jan 2025

https://github.com/mahdi-eth/covid-analysis

Covid-19 data analysis project using python, numpy, pandas, matplotlib

data-analysis data-science python

Last synced: 08 Jan 2025

https://github.com/shuklayash02/data_analysis_using_r

Covid19 analysis and cleaning of data where the death age and deaths of specific gender is cleaned and analysed

analysis cleaning-data data-analysis data-visualization rprogramming

Last synced: 15 Feb 2025

https://github.com/ayaanjawaid/google_playstore_data_analysis

This project provides an in-depth analysis of Google Play Store apps and user reviews, focusing on understanding app performance, user sentiment, and key trends in app categories. Using Python, I performed data cleaning, feature engineering, and exploratory data analysis (EDA) on app data and reviews.

data-analysis eda html numpy pandas-dataframe plotly python vizualisation

Last synced: 31 Oct 2024

https://github.com/prernarohra/heart-disease-prediction

This project develops a machine learning model to predict heart disease risk based on symptoms and medical history. The model achieved the best accuracy with Logistic Regression, as it works well for binary classification problems.

artificial-intelligence data-analysis data-science dataset heartdisease-prediction machine-learning models

Last synced: 18 Feb 2025

https://github.com/aymane-maghouti/sentiment-analysis-for-jumia-reviews-and-smartphone-price-prediction-system

The project focuses on customer sentiment analysis for Jumia, aiding informed online decisions. It collects and analyzes product comments to determine sentiments and implements a decision-making algorithm. Additionally, it includes product price prediction system using regression techniques.

beutifulsoup data-analysis data-cleaning data-collection data-preprocessing data-scraping data-visualization eda falsk machine-learning python web-application

Last synced: 17 Jan 2025

https://github.com/nomadsdev/financial-trend-analyzer

FinancialTrendAnalyzer helps analyze and visualize sales data to uncover financial trends. It uses Python to calculate total sales, track changes, and generate insightful charts for better decision-making.

business-intelligence data-analysis data-visualization financial-analysis matplotlib numpy pandas python revenue-trends sales-data seaborn time-series-analysis

Last synced: 12 Feb 2025

https://github.com/sathyasris27/data-analysis-on-adult-smoking-patterns-in-the-uk

The aim of this analysis is to understand the smoking patterns among adults in the UK.

data data-analysis data-visualization python3

Last synced: 10 Jan 2025

https://github.com/santiagortiiz/snowflake-data-warehousing

Snowflake University. Snowflake Data Warehousing. Foundamentals

big-data data-analysis data-warehouse olap snowflake

Last synced: 08 Jan 2025

https://github.com/githubuseraccountamazing/the-amari-project

a project in which I attempted to push some of the limits of stable-diffusion while taking some data along the way

ai ai-generated-images bash data-analysis machine-learning stable-diffusion textual-inversion

Last synced: 20 Jan 2025

https://github.com/eslamdyab21/imdb-data-analysis

This data set contains information about 10,000 movies collected from The Movie Database (TMDb), including user ratings and revenue

data-analysis pandas python udacity-data-analyst-nanodegree

Last synced: 22 Jan 2025

https://github.com/stastnypremysl/lsql-csv

lsql-csv is a tool for small CSV file data querying from a shell with short queries. It makes it possible to work with small CSV files like with a read-only relational databases. The tool implements a new language LSQL similar to SQL, specifically designed for working with CSV files in shell.

csv data-analysis data-processing haskell language linux-shell lsql lsql-csv new-language query-language relational-database sql unix-command unix-philosophy unix-shell

Last synced: 02 Feb 2025

https://github.com/zpreisler/modules

Python libraries and modules for processing simulation outputs

data-analysis python scripts tensorflow

Last synced: 11 Jan 2025

https://github.com/ahmad-ali-rafique/handwritten-digit-recognition-mnist

This project demonstrates a complete pipeline for recognizing handwritten digits using the MNIST dataset. The project is implemented in Python using Jupyter Notebook, and it covers data loading, preprocessing, model training, and performance evaluation of a Fully Connected Neural Network (FCNN).

ai artificial-intelligence data data-analysis datascience deep-learning deep-neural-networks fcnn fully-connected-network machine-learning machine-learning-algorithms ml modeling

Last synced: 16 Jan 2025

https://github.com/siddharthbadal/sql-case-studies-data-analysis

Data Analysis case studies on various databases using SQL

data-analysis sql sql-query sql-server sqlserver

Last synced: 26 Jan 2025

https://github.com/ahmad-ali-rafique/weather-prediction-fcnn

This project demonstrates a complete pipeline for weather prediction using a Fully Connected Neural Network (FCNN). The project is implemented in Python using Jupyter Notebook, and it covers data loading, preprocessing, model training, and performance evaluation.

ai artificial-intelligence data-analysis data-science deep-learning deep-neural-networks fully-connected-network machine-learning machine-learning-algorithms weather-information

Last synced: 16 Jan 2025

https://github.com/walkerdustin/vergleich-von-messmethoden-fuer-punktwolken

Bei der Vermessung eines physischen Raumes ist das Ergebnis eine Punktwolke. Diese Punktwolke beschreibt dann ausgewählte Punkte im Raum, zum Beispiel auf den Wänden und der Decke. Wenn diese Punkte in zwei seperaten Messungen gemessen werden, vielleicht sogar von unterschiedlichen Geräten, soll hinterher herausgefunden werden wie genau diese Punktwolken übereinstimmen. Dafür gibt es zwei grundsätzlich verschiedene Methoden. Diese sollen hier verglichen werden.

3d-models accuracy-metrics data-analysis data-visualization kaggle measure-distance numpy point-cloud pointcloudprocessing punkte python science-research simulation statistics

Last synced: 30 Dec 2024

https://github.com/pradeepchegur/seamantic_web_design

We designed a semantic web for Instagram in Wix platform.

data-analysis framework instagram semantic-web website-design wix

Last synced: 22 Jan 2025

https://github.com/arv-anshul/easy-analysis

A python package to perform Data Analysis easily. (Not Recommended)

arv-dumped data-analysis data-science easy-analysis eda pypi pypi-package python3

Last synced: 17 Feb 2025

https://github.com/edseldim/FirstRoundElectionsFr

A data visualization spreadsheet on Excel

data-analysis data-visualization excel pandas python

Last synced: 06 Dec 2024

https://github.com/tiwarishubham635/uber-data-analysis-using-r

Analyzes the Uber Cab data using plots, heatmaps and dataframes

data-analysis data-visualization r

Last synced: 15 Jan 2025

https://github.com/ysayaovong/portfolio

Explore my portfolio showcasing projects in data engineering, cybersecurity, software development, and cloud computing. Highlights include SQL tutorials, automation tools, cybersecurity assessments, and innovative Python applications. Dive into my work and see my expertise in action.

api-integration automation aws cloud-computing cybersecurity cybersecurity-risk-assessment data-analysis data-engineering data-science database-management etl linux project-management python scripting security-policy software-development sql system-optimization visualization

Last synced: 30 Jan 2025

https://github.com/markmusic27/data-statistics-calculator

💣 This method (made in JavaScript / Python) can find the mean, median, mode, range, and standard deviation.

data-analysis standard-deviation statistics statistics-calculator

Last synced: 05 Jan 2025

https://github.com/JovaniPink/excel-powerbi

The folder of my work with Excel, VBA, and PowerBI for Data Analysis & Visualization.

data-analysis data-visualization dax excel excel-vba power-pivot power-query powerbi vba-macros

Last synced: 27 Nov 2024

https://github.com/mubassim-khan/stack-overflow-developer-survey-2023

This repository contains the code for data analysis of Stack Overflow Developer Survey 2023, containing the digital representation of most used languages and much more. View README for more descriptive overview of repository.

data-analysis data-analysis-python matplotlib-pyplot numpy pandas-python

Last synced: 15 Jan 2025

https://github.com/alfikiafan/air-quality-analysis

This repository contains a comprehensive data analysis project on Air Quality Dataset, covering the complete data analysis process from data gathering, cleaning, exploratory data analysis (EDA), to building a fully interactive dashboard using Streamlit.

air-quality data-analysis dicoding

Last synced: 17 Jan 2025

https://github.com/hafeez-urrehman/mobile-price-classification

In the Mobile Price Classification project, I built a predictive model to categorize mobile phones into different price ranges based on their features by applying machine learning techniques.

data-analysis linear-regression machine-learning mobile-price-prediction model-save-and-load predictive-modeling

Last synced: 08 Jan 2025

https://github.com/kedwar83/housing-prices-exploration

Using machine learning algorithms to explore housing prices

data-analysis data-science python school-project

Last synced: 21 Jan 2025

https://github.com/unrndm/dataanalysis

artifacts and sollutions of homework for course "Data Analysis" in Magistrate of HSE during 2023-2024

2023-2024 data-analysis hse

Last synced: 01 Feb 2025

https://github.com/emso-c/stream-analyser

A tool that analyses YouTube live streams.

cli data-analysis guessing highlights python youtube-video

Last synced: 10 Feb 2025

https://github.com/cs-joy/pandasv2.0.3

learn data analysis with pandas

data-analysis pandas pandas-learning

Last synced: 05 Jan 2025

https://github.com/pferreirafabricio/data-immersion

🏊🏻‍♂️ Activities and exercises from 'Imersão Dados' event

data data-analysis data-science dataset jupiter-notebook python

Last synced: 14 Jan 2025

https://github.com/shadan100/stroke-prediction-analysis

A web based application to predict whether a patient is likely to get stroke based on the input parameters like gender, age, various diseases, and smoking status. Each row in the data provides relevant information about the patient.

artificial-intelligence data-analysis data-science django django-framework jupyter-notebook machine-learning matplotlib pandas predictive-modeling python stroke-prediction web-application

Last synced: 12 Feb 2025

https://github.com/lightbridge-ks/zoominterface

A data analysis Shiny app of program Zoom report files.

data-analysis r shiny-apps zoom-class zoom-meetings

Last synced: 16 Jan 2025

https://github.com/shadan100/sales-prediction-analysis

The aim is to build a predictive model and find out the sales of each product at a particular store. Using this model, BigMart will try to understand the properties of products and stores which play a key role in increasing sales.

artificial-intelligence data-analysis data-science django django-framework jupyter-notebook machine-learning matplotlib pandas predictive-modeling python sales-prediction

Last synced: 12 Feb 2025

https://github.com/mathieu2301/pbsc-tracker

Expérience de tracking des vélos en libre service fonctionnants avec PBSC

ai data-analysis data-mining data-science data-visualization libelo machine-learning pbsc valence velib-tracker

Last synced: 15 Jan 2025

https://github.com/dcs-training/good-data-visualisation-with-r

Our guide on how we create data visualisations through R. Go to the readme file

data-analysis data-visualisation r rmarkdown

Last synced: 07 Jan 2025

https://github.com/dcs-training/introcausalinference

This is a repository for the Introduction to Causal Inference course provided by Chris Oldnall for the CDCS. Go to the readme file

data-analysis python r statistics

Last synced: 07 Jan 2025

https://github.com/foxriver76/iobroker.intelliflow

Stream data analysis adapter for ioBroker.

data-analysis iobroker machine-learning streaming-data

Last synced: 10 Feb 2025

https://github.com/chayandatta/got_script_manipulation

Game of Thrones Script - String & file manipulation

data-analysis data-science pandas python3

Last synced: 02 Feb 2025

https://github.com/souvik09-tech/walmart_sales_dataanalysis

This end-to-end data analysis project leverages Python for processing and SQL for advanced querying to extract key business insights from Walmart sales data. It's designed for data analysts to enhance skills in data manipulation, querying, and pipeline creation.

data-analysis end-to-end etl-pipeline jupyter-notebook mysql mysql-database pandas python

Last synced: 09 Jan 2025

https://github.com/patriloto/reinventartec_2021

Material para el taller de Primeros pasos en R para el análisis de datos

data-analysis rstats

Last synced: 28 Jan 2025

https://github.com/tddschn/whatsapp-chat-analyze

Command Line Tool to Generate Pretty Charts from Whatsapp Exported Chats

data-analysis data-visualization plotly python whatsapp whatsapp-data

Last synced: 17 Jan 2025

https://github.com/pinedah/escom_development-of-applications-for-data-analysis

This repository is a personal collection of programs, exercises, and notes from the Development of Applications for Data Analysis course at Instituto Politécnico Nacional (IPN). As part of the Bachelor's in Data Science, the course focuses on developing practical skills in Python for data analysis.

data-analysis data-science data-visualization jupyter-notebook python python-data-analysis

Last synced: 11 Feb 2025

https://github.com/noeyislearning/intro-to-data-analysis

The repository teaches skills for cleaning, exploring, analyzing, and visualizing data in Python to gain insights and make data-driven decisions.

data-analysis jupyter-notebook lecture-notes python

Last synced: 01 Feb 2025

https://github.com/smahala02/calorimtery

A calorimetry lab project involving Python and Excel for computing heat transfer from experimental data.

calorimetry chemistry data-analysis excel jupyter-notebook python thermodynamics

Last synced: 11 Feb 2025

https://github.com/noeyislearning/sharpe-ratio-amazon-facebook

Explore the Sharpe Ratio and its application to evaluate the performance of two tech giants: Amazon and Facebook.

amazon data-analysis data-science data-visualization facebook python3 sharpe-ratio

Last synced: 01 Feb 2025

https://github.com/sunnybibyan/exploratory-data-analysis-eda

Welcome to the Titanic Dataset - Exploratory Data Analysis (EDA) project repository! This project aims to uncover insights from the Titanic dataset using Python and Jupyter Notebook. By analyzing key variables such as age, gender, and class, we aim to visualize relationships between passenger characteristics and survival rates.

data-analysis data-visualization jupyter-notebook python titanic-dataset

Last synced: 11 Feb 2025

https://github.com/whis99/userfunnelanalysis

An ecommerce user funnel conversion data analysis with matplotlib & python.

data-analysis data-analysis-python data-analyst data-visualization google-colab jupyter-notebook matplotlib python

Last synced: 13 Jan 2025

https://github.com/nafisalawalidris/international-breweries

This GitHub readme provides an overview of data analysis using SQL on the International Breweries dataset, including dataset description, analysis questions, example SQL queries, and key insights derived from the analysis.

data-analysis insights international-breweries-dataset queries sql

Last synced: 23 Jan 2025

https://github.com/gaurav-van/house_price_predictor_streamlit_web_app

Data Science Project to Predict House Prices in Bangalore using the concept of Regression. This Repository is used for Deployment of the Project

data-analysis data-science exploratory-data-analysis machine-learning prediction python regression streamlit

Last synced: 02 Feb 2025

https://github.com/ajwad-shaikh/sristi-sanshodh-collect

SRISTI Sanshodh Collect is an Android app for filling out forms. It's been used to collect billions of data points in challenging environments. Contribute and make the world a better place! ✨📋✨ https://docs.opendatakit.org/collect-…

collect data-analysis data-collection javarosa odk opendatakit

Last synced: 09 Feb 2025

https://github.com/gaurav-van/ev-battery-analysis

Evaluating Key Factors Influencing EV Battery Performance and Lifespan for Lizmotors Mobility Assessment.

data-analysis data-visualization electric-vehicles ev-cars-analysis exploratory-data-analysis informed-decisions python

Last synced: 02 Feb 2025

https://github.com/vhtua/group4_data_analysis

Hierarchical Cluster Analysis: Movie Genres Preferences

data-analysis hierarchical-clustering r unsupervised-learning

Last synced: 04 Feb 2025

https://github.com/evardnk/dataanalyticsportfolio

Собрание моих проектов по аналитике данных

api automation data-analysis etl-pipeline jupyter-notebook jupyterlab kpis numpy pandas pipeline postgresql powerbi python sql visualization

Last synced: 11 Feb 2025

https://github.com/nafisalawalidris/tools-for-data-science

It covers popular languages (Python, R, SQL) and libraries (NumPy, Pandas) used in the field. The author shares their objectives of teaching data analysis, web development, and critical thinking skills. The repository also includes code examples, explanations of arithmetic expressions, and contact information for the author.

arithmetic-expressions data-analysis data-science data-visualization languages libraries matplotlib numpy pandas programming python r sql tools web-development

Last synced: 23 Jan 2025

Data analysis Awesome Lists
awesome-R 483 Awesome-Geospatial 1,262 awesome-TS-anomaly-detection 55 awesome-python-data-science 379 awesome-business-intelligence 231 yt-channels-DS-AI-ML-CS 195 data-science-with-ruby 101 machine-learning-resources 56 Data-Science 71 awesome-scientific-python 131 awesome-python-machine-learning-resources 1,884 awesome-data-science-resources 167 awesome-ethereum-analytics 45 awesome-qlik 32 Road2R 260 awesome-saas 77 Environmental-Data-Science 51 awesome-web3 67 SORTED 94 fucking-awesome-R 378 free-data-analysis-resources 71
Data analysis Categories
Uncategorized 253 文本数据和NLP 190 R 163 Machine Learning 163 Table of Contents 141 数据可视化 134 Reading corner 129 机器学习框架 128 Podcasts 117 图像数据与CV 115 工作流程和实验跟踪 114 模型的可解释性 106 超参数优化和AutoML 103 数据管道和流处理 83 Others 79 Books 76 数据容器和结构 73 Lists of libraries 68 地理Geo处理 65 分布式机器学习 64