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How Big Data / IoT leverages the power of open source to solve Big... · open source to solve...
Transcript of How Big Data / IoT leverages the power of open source to solve Big... · open source to solve...
![Page 1: How Big Data / IoT leverages the power of open source to solve Big... · open source to solve Healthcare use cases Manidipa Mitra Director, Big Data CoE ValueLabs ... Market research](https://reader036.fdocuments.us/reader036/viewer/2022062508/6042d285ae41084ca61b333d/html5/thumbnails/1.jpg)
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How Big Data / IoT
leverages the power of
open source to solve
Healthcare use cases
Manidipa Mitra
Director, Big Data CoE
ValueLabs
![Page 2: How Big Data / IoT leverages the power of open source to solve Big... · open source to solve Healthcare use cases Manidipa Mitra Director, Big Data CoE ValueLabs ... Market research](https://reader036.fdocuments.us/reader036/viewer/2022062508/6042d285ae41084ca61b333d/html5/thumbnails/2.jpg)
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What’s inside?
Market research platform for pharma
Digital Care Management
![Page 3: How Big Data / IoT leverages the power of open source to solve Big... · open source to solve Healthcare use cases Manidipa Mitra Director, Big Data CoE ValueLabs ... Market research](https://reader036.fdocuments.us/reader036/viewer/2022062508/6042d285ae41084ca61b333d/html5/thumbnails/3.jpg)
© ValueLabs | www.valuelabs.com | Confidential 3
Market research platform for pharma – Key influencer, Market intelligence, Customer sentiment
• Key trends
• Themes
• Risks
Sentiment
Analysis
Real-time
Social
User
Blogs
Discussion
Forum
Search
Trends
![Page 4: How Big Data / IoT leverages the power of open source to solve Big... · open source to solve Healthcare use cases Manidipa Mitra Director, Big Data CoE ValueLabs ... Market research](https://reader036.fdocuments.us/reader036/viewer/2022062508/6042d285ae41084ca61b333d/html5/thumbnails/4.jpg)
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Popular blogs and message boards to scrape
What to scrape?
Popular sites
Domain inputs
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Relevant groups on Facebook
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Relevant Twitter tags
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Architecture
![Page 8: How Big Data / IoT leverages the power of open source to solve Big... · open source to solve Healthcare use cases Manidipa Mitra Director, Big Data CoE ValueLabs ... Market research](https://reader036.fdocuments.us/reader036/viewer/2022062508/6042d285ae41084ca61b333d/html5/thumbnails/8.jpg)
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Relevant data collection via Scrapy
29963 posts collected
Data includes the following:
• Post text
• Post subject
• Post author
• Post URL
• Post date
• Post reply no.
• Topic read count
• Author gender
• Author location
• Author type
• Author total posts
![Page 9: How Big Data / IoT leverages the power of open source to solve Big... · open source to solve Healthcare use cases Manidipa Mitra Director, Big Data CoE ValueLabs ... Market research](https://reader036.fdocuments.us/reader036/viewer/2022062508/6042d285ae41084ca61b333d/html5/thumbnails/9.jpg)
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Topic Modelling
Thalassemia
Symptoms
Thalassemia
Treatment
![Page 10: How Big Data / IoT leverages the power of open source to solve Big... · open source to solve Healthcare use cases Manidipa Mitra Director, Big Data CoE ValueLabs ... Market research](https://reader036.fdocuments.us/reader036/viewer/2022062508/6042d285ae41084ca61b333d/html5/thumbnails/10.jpg)
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Topic Modelling
Thalassemia
Side effectsThalassemia
Diagnosis
![Page 11: How Big Data / IoT leverages the power of open source to solve Big... · open source to solve Healthcare use cases Manidipa Mitra Director, Big Data CoE ValueLabs ... Market research](https://reader036.fdocuments.us/reader036/viewer/2022062508/6042d285ae41084ca61b333d/html5/thumbnails/11.jpg)
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Data Insights
Most viewed posts
![Page 12: How Big Data / IoT leverages the power of open source to solve Big... · open source to solve Healthcare use cases Manidipa Mitra Director, Big Data CoE ValueLabs ... Market research](https://reader036.fdocuments.us/reader036/viewer/2022062508/6042d285ae41084ca61b333d/html5/thumbnails/12.jpg)
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Data Insights
No
. o
f p
os
ts
Active author / Key opinion leader
Posted by
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Data Insights
Sentiment analysis
No
. o
f c
ou
nts
Sentiment
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Data Insights
Gender wise sentiment
Se
nti
me
nt
co
un
tGender wise sentiment
![Page 15: How Big Data / IoT leverages the power of open source to solve Big... · open source to solve Healthcare use cases Manidipa Mitra Director, Big Data CoE ValueLabs ... Market research](https://reader036.fdocuments.us/reader036/viewer/2022062508/6042d285ae41084ca61b333d/html5/thumbnails/15.jpg)
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Data Insights
Segmentation on discussion
Pe
rce
nta
ge
Topic
No
. o
f c
ou
nts
Topic
Topic No. of count s %
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What’s inside?
Digital Care Management
![Page 17: How Big Data / IoT leverages the power of open source to solve Big... · open source to solve Healthcare use cases Manidipa Mitra Director, Big Data CoE ValueLabs ... Market research](https://reader036.fdocuments.us/reader036/viewer/2022062508/6042d285ae41084ca61b333d/html5/thumbnails/17.jpg)
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Digital Care Management – Analytics platform enables longitudinal view of patients
Care Connect
Data Management and Insight
Care Exchange Care Insight
CLAIMS
EMR, EHR
Patient data and insights are driven by interaction channels as well
as by wearble devices, claims data and clinical data
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© ValueLabs | www.valuelabs.com | Confidential
MS Dynamics CRM
18
Care Connect
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Sample screens – DILO App – Login
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Sample screens – DILO App – Profile
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Sample screens – DILO App – Goal setup
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Sample screens – DILO App – Record | Track | Notify
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Sample screens – DILO App – Profile
CLAIMS
EMR, EHRCare Exchange
![Page 24: How Big Data / IoT leverages the power of open source to solve Big... · open source to solve Healthcare use cases Manidipa Mitra Director, Big Data CoE ValueLabs ... Market research](https://reader036.fdocuments.us/reader036/viewer/2022062508/6042d285ae41084ca61b333d/html5/thumbnails/24.jpg)
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DCM – End-to-end architecture
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Insights from wearables data
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Insights from wearables data
![Page 27: How Big Data / IoT leverages the power of open source to solve Big... · open source to solve Healthcare use cases Manidipa Mitra Director, Big Data CoE ValueLabs ... Market research](https://reader036.fdocuments.us/reader036/viewer/2022062508/6042d285ae41084ca61b333d/html5/thumbnails/27.jpg)
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Insights from wearables data
![Page 28: How Big Data / IoT leverages the power of open source to solve Big... · open source to solve Healthcare use cases Manidipa Mitra Director, Big Data CoE ValueLabs ... Market research](https://reader036.fdocuments.us/reader036/viewer/2022062508/6042d285ae41084ca61b333d/html5/thumbnails/28.jpg)
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