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z
Presented By:
Akshat Vaidya
Gauri Yewale
Shreyas Jain
Shruti Gupta
Data Challenge 2019
z
Overview of Data
 National Cancer Institute – Health Information National Trends
Survey
 Dataset consists survey results based on Awareness of Cancer
between people of various demographics
 It contains about 450 features
z
Abstract
 The aim of this project is to analyze how much people trust
different sources for cancer information and how it varies by
ethnicity and region
 The problems faced when searching for patient information and
the use of social networks for sharing health information is also
analyzed
z
Usage of different mediums to search
for Information
z
z
z
z
z
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Insights
1. Out of the 45 people who were depressed, 21 belonged to the
South region. Mental health still a stigma?
2. 2. Majority of the people who have had a family history of
cancer, do NOT show signs of depression which is a good
thing.
zz
 LEGEND
 FamilyEverHadCancer:
 1: Yes 2: No 4: Don’t
know
 CancerTrustDoctor
 CancerTrustInternet
 1: A lot 2: Some 3:
Little 4: Not at all
z
Insights:
 12.3% of people with a family history of cancer trust both doctors
and internet equally!
 41.5% people with a family history of cancer trust doctors a lot
and some internet. This means that most people with cancer
history do take the internet seriously.
z
z
Insights:
1. Over 51% people aged 45+ trust their doctor completely.
2. That number is much lower in people aged below 45. Especially
low for age group 40-44, only 4.5%!
z
Awareness Metric
 Features considered:
 1. Education
 2. FamilyEverHadCancer
 3. AgeGrpA
 4. InternetCancerInfoSelf
 5. MostRecentCheckup2
z
 highest score = 28
 lowest score = 3
 score of >20 signifies higher awareness
 score of (10,20] signifies average awareness
 score of <=10 signifies lower awareness
z
z
z
Insights:
 About 62% people, go to their Doctor for Cancer Information
across all regions
 23% Use the internet for Cancer Information across all regions
 Only 9% people in the Northeast trust their doctors for Cancer
Information!
z
z
Insights
 45% people in the South feel that that are too many
recommendations and everything causes cancer. New programs
about cancer can be implemented in the South
 This number is low in the Northeast about 13% -> ties back to
how people trust their doctors less in the Northeast since they
get relevant information from other sources!
z
Thank You

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UMD Data Challenge (National Cancer Institute HINTS 5 Dataset)

  • 1. z Presented By: Akshat Vaidya Gauri Yewale Shreyas Jain Shruti Gupta Data Challenge 2019
  • 2. z Overview of Data  National Cancer Institute – Health Information National Trends Survey  Dataset consists survey results based on Awareness of Cancer between people of various demographics  It contains about 450 features
  • 3. z Abstract  The aim of this project is to analyze how much people trust different sources for cancer information and how it varies by ethnicity and region  The problems faced when searching for patient information and the use of social networks for sharing health information is also analyzed
  • 4. z Usage of different mediums to search for Information
  • 5. z
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  • 10. z Insights 1. Out of the 45 people who were depressed, 21 belonged to the South region. Mental health still a stigma? 2. 2. Majority of the people who have had a family history of cancer, do NOT show signs of depression which is a good thing.
  • 11. zz  LEGEND  FamilyEverHadCancer:  1: Yes 2: No 4: Don’t know  CancerTrustDoctor  CancerTrustInternet  1: A lot 2: Some 3: Little 4: Not at all
  • 12. z Insights:  12.3% of people with a family history of cancer trust both doctors and internet equally!  41.5% people with a family history of cancer trust doctors a lot and some internet. This means that most people with cancer history do take the internet seriously.
  • 13. z
  • 14. z Insights: 1. Over 51% people aged 45+ trust their doctor completely. 2. That number is much lower in people aged below 45. Especially low for age group 40-44, only 4.5%!
  • 15. z Awareness Metric  Features considered:  1. Education  2. FamilyEverHadCancer  3. AgeGrpA  4. InternetCancerInfoSelf  5. MostRecentCheckup2
  • 16. z  highest score = 28  lowest score = 3  score of >20 signifies higher awareness  score of (10,20] signifies average awareness  score of <=10 signifies lower awareness
  • 17. z
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  • 19. z Insights:  About 62% people, go to their Doctor for Cancer Information across all regions  23% Use the internet for Cancer Information across all regions  Only 9% people in the Northeast trust their doctors for Cancer Information!
  • 20. z
  • 21. z Insights  45% people in the South feel that that are too many recommendations and everything causes cancer. New programs about cancer can be implemented in the South  This number is low in the Northeast about 13% -> ties back to how people trust their doctors less in the Northeast since they get relevant information from other sources!