IOSHub

Preface

Most of our services is free, some is premium but don't get us wrong, we still commit to help others. today we managing 5 servers,  mostly is used  for Postgresql server, we are startup with small team,  3 developer and 1 md (doctor of medicine).  If you subcribe with premium package, well you will help us to continue our services. Read About US  

Warning

We don't have  the identities of object observation  found in our system, our partners strip their records of name,  detailed addresses, and any sensitive information to protect people's privacy. However  for the best result of observation they allow  age, gender (sex), repeat time, hamlet location and dwelling location information.

For Everyone who Interest

The dataset

We provide a  complete dataset which reside in  sandbox system, the dataset are  cases, object, drug observation and related information with 1 observation location, the dataset is  in year of 2014, you are free to create your project idea as long as your idea is useful and benefit to others.  You  will have access to  our IOSHUB Data Manager , this services is Free

  1. Maximum data per query or export to csv file is 5.000 record

  2. You own the copyright of your works

  3. You must publish your project result in Github repository, and bring  back to community  including  methodology, source codes etc 

  4. We have a right to use your work in our system to help others and might save someone's life

  5. If you plan to sell your work (not the data) to other party, you must share 5% of your benefit to us, the 5% of this profit  will goes to solve  medical problem in development  country

  6. You must signed the complete aggrement with us

  7. Upgradeable to All Packages

  8. The setup takes 1 to 5 working days, and sometime only take less than 120 seconds :)

This service is suitable for person, developer, machine learning enthusiat or any one who want to start or to try  Pandas Python, SciKit Learning, Matplotlib, predictionIO etc 


For Machine Learning enthusiat

Mutualism

We have 2 bussines model, a free package and premium package. 

A. Free Package

The dataset 

We provide a  complete dataset which reside in  sandbox system, the dataset are  object (person), cases  and related information with 2 observation locations only, the dataset is  in year of 2014 until 2015, you are free to create your idea as long as your idea is useful and benefit to others.  Once you submit the form, we will evaluate (subjectively and objectively) your Github link, if we think that your project is suitable for us (no worry, we've accepted 95% of registrant so far )  You  will have access to  our IOSHUB Data Manager


  1. You own the copyright of your works

  2. You already have  a project in  Github repository, and need real case of dataset

  3. You must publish your project's result in  Github repository, and bring  back it to community  including  methodology, source codes etc 

  4. Related to point 2, You must not publish our data in Github repository in any way in any format. 

  5. If you  sell your work (not the data) to other party, you must share 5% of your benefit to us, the 5% of this profit  will goes to solve  medical problem in development  country

  6. You must sign the complete aggrement with us

  7. The setup takes 1 - 5  working days

B. Premium Package

The dataset 

We provide a  complete dataset which reside in  sandbox system, the dataset are  object (person), cases, drug and related information with all observation locations, the dataset is  in year of 2012 to 2015 (this could be millions of data), You  will have access to  our IOSHUB Data Manager

  1.  You own the copyright your works

  2. You're agree to  not publish our data  to other party  in any way in any format

  3. You must sign the complete aggrement with us

  4. The setup takes 2 working days

  5. If your project or a part of it  can be  a solution for community, we love to use that to improve our system and we will put a credit in our site, but it is not mandatory. its up to you.

Regarding to point B number 3, sometimes , for example,  if you are a book author,  you have to include the dataset as a part of source code , please contact us.

Environment Recomendation 

This is not mandatory, since developers is used many way to achieve they works, but We are happy if you  do your project in 

  1. Linux Operating system

  2. Python Pandas, Scikit Learn, Matplotlib, PredictionIO or other opensource

Please contact us by phone (WA) or email


For University Researcher

The dataset

We provide a  complete dataset which reside in  sandbox system, the dataset are  object (person), cases, drugs,  and related information with all observation locations, the dataset is  in year of 2012 tol 2015  (this could be millions of data), you are free to create your project idea as long as your idea is useful and benefit to others.  You  will have access to  our IOSHUB Data Manager , this services is Free

  1.  You own the copyright of your works

  2.  You must publish your project result as paper or mini paper or github repository, and bring  back to community  including  methodology, source codes etc 

  3.  We have a right to use your work in our system to help others and might someone's life

  4.  If you plan to sell your work (not the data) to other party, you must share 5% of your benefit to us

  5.  You must signed the complete aggrement with us

  6. The setup takes 5 working days

Please contact us by phone (WA) or email

For Mobile Developer

The dataset

We provide a  complete dataset which reside in  real time system, the dataset are  object (person), cases, and related information with all observation locations, the dataset is  in year of 2010 until 2018 (this could be millions of data), You  will have access to  our IOSHub API  Interface, however, even this service is free to use, there are limitation query such as offset parameter or pagination of data, please  read the documentation here  .  this services is Free . 

  1.  You own the copyright of your works

  2.  If you plan to sell your work (not the data) to other party, you must share 5% of your benefit to us

  3.  You must signed the complete aggrement with us

  4.  The setup takes 5 working days

Please contact us by phone (WA) or email