Project3-covid-explorer – Project3 covid资源管理器区块链毕设代写

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Project3-covid-explorer

Exploring different ML algorithm and Solidity using COVID dataset

Background

New startup has decided to run through covid explorer program in order to help one of the health institue to perform data analysis functions. Though there are huge number of freely available covid dashboard in the internet but company decided to create inhouse capability to develop own dashboard using different machine learning algorithm and solidity. This program will help company to show current covid trend of selected country, using linear regression algorithm predict the covid cases for selected country. Not only that it also compares two different countries data and show the trend between two different countries. Company also introduced “BlockVax” as a smart contract which interacts with the ethereum network to allow users to register a profile for themselves or others, generating a unique patient ID number and storing the profile data in a profile struct as part of a mapping. Their profile registration will require their address as well as a photo ID, which will be uploaded to pinata and stored via an IPFS hash.

In order to launch this prgoram , company need to covid historical data which will be available and downloaded from the world health website.

This Program will run in four parts:

  1. Data cleaning and data analysis Part
  2. Ceating Dashboard using Python code and machine algorithm to plot different graphs using streamlit
  3. Chatboat to communnnicate with the Public for covid related queries.
  4. Solidity patient contract to verify whether patient has been vaccinated or not.
Creating a Project

detail informaion about project and participant

How we build it

Team Members

  • Purvi Doshi

  • Antonio Aguilar

  • Paulina Filippidis

  • Harrison Marcus Clark

  • Khushboo Bhatnagar

Development Instruction

  • pip install streamlit
  • pip install altair

Technology Used

  • Python
  • Streamlit
  • Altair to display graph using streamlit
  • Solidity
  • Chatboat
Deploying the Project

1. Before deploy your app to Heroku, you need to initialize a local Git repository and commit your application code to it. The following example demonstrates initializing a Git repository for an app that lives in the finalapp directory: $cd covid-explorer $ git init $ git add.

Project Images

Streamlit Interatice webapp

First Web Page

Project3-covid-explorer - Project3 covid资源管理器

Second Web Page

Project3-covid-explorer - Project3 covid资源管理器

Third Web Page

Project3-covid-explorer - Project3 covid资源管理器

Fourth Web Page

Project3-covid-explorer - Project3 covid资源管理器

Solidity Example-BlockVax

Image1 Image2 Image 3
Project3-covid-explorer - Project3 covid资源管理器 Project3-covid-explorer - Project3 covid资源管理器 Project3-covid-explorer - Project3 covid资源管理器

Data Source and Resource

Data Source

1. https://github.com/owid/covid-19-data
2. https://ourworldindata.org/covid-vaccinations

References

1. https://discuss.streamlit.io/
2. https://streamlit.io/gallery?type=apps&category=geography-society
3. https://www.youtube.com/watch?v=k-d27B5hnqc


Project3 covid explorer

利用COVID数据集探索不同的ML算法和稳定性新的初创公司决定运行covidexplorer程序,以帮助其中一家卫生机构执行数据分析功能。尽管互联网上有大量免费提供的covid仪表板,但公司决定创建内部功能,使用不同的机器学习算法和坚固性来开发自己的仪表板。本程序将帮助公司展示当前选定国家的covid趋势,利用线性回归算法预测选定国家的covid案例。不仅如此,它还比较了两个不同国家的数据,显示了两个不同国家之间的趋势。该公司还引入了“BlockVax”作为一种智能合约,它与以太坊eth网络交互,允许用户为自己或他人注册个人资料,生成唯一的患者ID号,并将个人资料数据存储在个人资料结构中,作为映射的一部分。他们的个人资料注册将需要他们的地址以及照片ID,这将上传到pinata并通过IPFS哈希存储

背景

为了推出这个prgoram,公司需要提供历史数据,这些数据可以从世界卫生网站下载

这个项目将分为四个部分:项目和参与者的详细信息。在将应用程序部署到Heroku之前,您需要初始化本地Git存储库并将应用程序代码提交给它。下面的示例演示如何为finalapp目录中的应用程序初始化Git存储库:$cd covid explorer$Git init$Git add

This Program will run in four parts:

  1. 数据清理和数据分析部分
  2. 使用Python代码和机器算法绘制仪表板,使用streamlit绘制不同的图形
  3. 聊天船与公众交流,以进行covid相关查询
  4. Antonio Aguilar
Creating a Project

Project3-covid-explorer - Project3 covid资源管理器

How we build it

Project3-covid-explorer - Project3 covid资源管理器

团队成员

  • Purvi Doshi

  • <1。https://github.com/owid/covid-19-data
    2。https://ourworldindata.org/covid-vaccinations

  • 1。https://discuss.streamlit.io/
    2。https://streamlit.io/gallery?type=apps&类别=地理学会
    3。https://www.youtube.com/watch?v=k-d27B5hnqc

  • Harrison Marcus Clark

  • Khushboo Bhatnagar

开发说明

  • pip install streamlit
  • pip install altair

使用的技术

  • Python
  • Streamlit
  • Altair to display graph using streamlit
  • Solidity
  • Chatboat
Deploying the Project

1. Before deploy your app to Heroku, you need to initialize a local Git repository and commit your application code to it. The following example demonstrates initializing a Git repository for an app that lives in the finalapp directory: $cd covid-explorer $ git init $ git add.

项目图像

Streamlit Interatice webapp

第一个网页

Project3-covid-explorer - Project3 covid资源管理器

第二个网页

Project3-covid-explorer - Project3 covid资源管理器

第三个网页

Project3-covid-explorer - Project3 covid资源管理器

第四个网页

Project3-covid-explorer - Project3 covid资源管理器

Solidity Example-BlockVax

Image1 Image2 Image 3
Project3-covid-explorer - Project3 covid资源管理器 Project3-covid-explorer - Project3 covid资源管理器 Project3-covid-explorer - Project3 covid资源管理器

数据源和资源

Data Source

1. https://github.com/owid/covid-19-data
2. https://ourworldindata.org/covid-vaccinations

References

1. https://discuss.streamlit.io/
2. https://streamlit.io/gallery?type=apps&category=geography-society
3. https://www.youtube.com/watch?v=k-d27B5hnqc

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