Data Visualization json

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I receive many data reprensented as json.

Each of these json can have fields like time, fieldA,fieldB,fieldC,fieldD,fieldE etc…

I want to have a graph representation to detect json linked together. By linked, it means have a correlation on one or multiple fields. The stronger the json are, the closest they have to be. I was thinking about having a view where the node are json, the edges are the similarity distance.

1. Preprocessing the Data

- Calculate Similarities: For each pair of json, compute a similarity score based on the fields.

2. Defining Nodes and Edges

- Nodes: Each json is a node in your graph.

- Edges: Create an edge between two nodes if their similarity score exceeds a certain threshold. The similarity score can also define the weight of the edge.

3. Calculating Edge Lengths

- The edge length can be inversely proportional to the similarity score: stronger similarity (higher score) results in shorter edges.

4. Visualization

- Choose a Visualization Tool: Tools like D3.js, [login to view URL], or Gephi can be used for this purpose.

- Custom Visualization Logic: Implement logic to convert your JSON data into a graph format that your chosen tool can understand. This will involve:

- Creating a data structure for nodes (json) and edges (similarities).

- Applying the similarity calculations to determine which json are connected.

- implementing a layout algorithm that reflects the edge lengths based on similarity scores.

5. Interactive Features

- Implement interactive features like zooming, panning, and tooltips to provide more information about each node and edge.

- Allow users to filter the time or adjust the threshold for similarity to see different levels of correlation.

6. Performance Considerations

For large numbers of json, you might need to implement performance optimizations, like clustering or simplifying the graph.

I can provide some example of data anonymized.

D3.js Data Visualization Visualization

ID Projek: #37471447

Tentang projek

18 cadangan Projek jarak jauh Aktif 2 bulan lepas

18 pekerja bebas membida secara purata €493 untuk pekerjaan ini

Akmanyu

Hi There, Good evening! I have gone through your requirement. I have worked on the similar type of requirement in past. Please ping to discuss more on the project. Below is my intro - "First use then beli Lagi

€250 EUR dalam 7 hari
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6.0
dvcontact

Dear Sir, Are you looking for a solution to represent your json data as an interactive graph with nodes and edges? I can provide a solution that will preprocess your data, calculate similarities, define nodes and edge Lagi

€500 EUR dalam 7 hari
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3.7
dimkapacha

Hi, I hope you are doing well and hoep this proposal finds you well. I have fully understood that you are seeking a data visualization expert and I am just senior full stack developer with solid technology with data vi Lagi

€500 EUR dalam 10 hari
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2.6
liveexperts123

Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the Lagi

€750 EUR dalam 3 hari
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ahsan423

Greetings, I am excited to propose a comprehensive solution for your data visualization needs. Leveraging my expertise in Visualization and Data Visualization, I plan to employ D3.js to craft an interactive graph repr Lagi

€500 EUR dalam 7 hari
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robb89

Hello. I am a conscientious developer with over 8 years of experience in MERN/MEAN stack. - Frontend React, React Redux, Redux Saga, Redux Thunk, Next, AngularJS, Angular, Bootstrap, Material UI, Tailwind, SASS, LESS Lagi

€600 EUR dalam 15 hari
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tomastudja

We are a team of experienced freelancers with a wide range of skills. We have experience in data visualization, data preprocessing, data visualization and data connection detection. You are looking for a way to detec Lagi

€1000 EUR dalam 5 hari
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christinezekrian

Dear Sir, I hope this message finds you well. I am writing to express my interest in joining your team for Data Visualization by Using Jenson project. I have extensive experience and skills in Python Excel web scrapin Lagi

€369 EUR dalam 10 hari
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IdeaCentre

Hi! I have read all the instructions and am the right person to work on this task; I am reaching out to see whether the opportunity is still available. As you can see from previous clients, I deliver exceptional qual Lagi

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USAMA1834

I will do data visualization (create plots/charts/graphs) from your data. HOW IT WORKS? You provide me data in any format (csv, excel, sql, json, xml etc ). I will visualize your data. TYPES OF PLOTS Scatterplot H Lagi

€500 EUR dalam 7 hari
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AwaisChaudhry

Hello Good morning , I hope you are doing great. Just finished reading the brief details of your job . I see you have been looking for a freelancer who has experience with Visualization, D3.js and Data Visualization. Lagi

€750 EUR dalam 11 hari
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MANISH3365

I AM EXPERT DATA VISUALISATION. I KNOW VISUALISATION VERY DEEPLY. I HAVE EXPERIENCE IN PAST 8 MONTH. THANK YOU ??, GIVE ME CHANGE

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it2023

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