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JCS Analytics
@jcsanalytics.bsky.social
6 followers 1 following 27 posts
Your source for expert insights on data analysis and visualization, specializing in Python, SQL, and Tableau to drive data-driven decision-making.
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Lilly’s TuneLab shares high-value AI drug discovery models with biotechs using secure federated learning and large-scale compute.

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#AI #DrugDiscovery #Biotech #FederatedLearning
A long hallway inside a modern data center with rows of server racks on both sides. The servers emit green light through their vents, creating a reflective glow on the polished floor. The space appears clean, quiet, and climate controlled.
November 8, 2025 at 1:14 AM
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Exploring Personalised Medicine from a Nordic Perspective — how data, wearables, biobanks & registries contribute to healthcare.

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#DataAnalytics #AI #HealthcareInnovation #ProfessionalDevelopment
Certificate of completion from Coursera for the course ‘Personalised Medicine from a Nordic Perspective,’ authorized by the University of Copenhagen and the University of Iceland, awarded to Jeffrey Smith on September 12, 2025.
September 14, 2025 at 5:52 PM
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Managing data is about more than collecting it. See how Python and SQLite streamline FDA drug shortage tracking by refreshing data only when changes occur.

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#DataAnalytics #Python #SQLite #Tableau #HealthcareData
Tableau dashboard titled “GLP-1 Drug Availability.” It shows a bar chart of Mounjaro availability as of December 19, 2024. Six green bars, labeled 2.5 mg through 15 mg, are all marked “Resolved,” indicating shortages have been resolved across all doses.
August 30, 2025 at 5:48 PM
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Analyze CGM-BGM alignment with Python and Tableau. See how pairing logic, fuzzy joins, and visualizations reveal sensor performance trends.

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#DataAnalytics #Python #Tableau #HealthData #CGM
Bar chart showing average percent difference between BGM and CGM readings by day and time of day, grouped into AM and PM values. Green bars indicate alignment quality: darker green for “Excellent” (0–10%), lighter green for “Good” (11–20%). Most values fall within the Excellent range, with a few in the Good range—such as 8.5% on Monday PM and 16.0% on Wednesday PM. A summary on the right shows week and combined averages, and a key explains the range categories based on absolute percent difference.
August 14, 2025 at 5:30 PM
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Asked ChatGPT about my hidden superpower. What followed was one of the most insightful AI conversations I’ve had. The takeaway? It’s not just the answers, it’s how we ask.

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#AI #Insights #PatternRecognition #DataAnalytics #Clarity
A man in business attire and a humanoid robot are seated across from each other at a conference table, engaged in a collaborative discussion. Both have documents in front of them, and they appear to be exchanging ideas with expressive hand gestures.
July 5, 2025 at 6:47 PM
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Updated for 2025: New data, cleaner workflows, and dynamic visualizations. The 5K@ADA project now supports multi-year analysis using Python, SQLite, and Tableau.

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#DataAnalytics #Python #SQLite #Tableau #5KADA
Interactive world map showing 5K@ADA 2025 race participation by country. Countries are shaded in varying tones of blue based on participant count, with filters on the right for Year and Enrollment type.
July 4, 2025 at 7:50 PM
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Completed the 5K@ADA with my best time yet—63:26! Goal was around 65:00, and I came in under. Proud to be part of this event promoting diabetes awareness and healthy living.

ada5k.com

#5KADA #Type2Diabetes #HealthyLiving
Digital race bib for the 2025 5K@ADA Virtual Challenge, showing participant name “Jeffrey Smith” with bib number 2474 and a small U.S. flag. The background is bright blue with the text “I’m #DrivingChange in diabetes” around the top edge. Along the left side, past event locations and years are listed from 2005 to 2025, ending with “2025 CHICAGO” in bold. At the bottom, it marks the 20th anniversary of the event with the phrase “20th anniversary of a healthier you.” Logos for the American Diabetes Association, Novo Nordisk, and the 85th Scientific Sessions are included.
June 15, 2025 at 5:01 PM
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Why I took medical courses to sharpen how I work with health data, visualize insights, and connect analytics with real-world healthcare.

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#HealthData #DataVisualization #LifelongLearning #Analytics #Healthcare
Flat-style illustration showing a stethoscope, red ECG waveform, and a blue bar chart under a magnifying glass. Faint line graphs appear in the background, symbolizing the connection between healthcare and data analysis.
May 31, 2025 at 5:40 PM
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Discover how hourly CGM data reveals when glucose shifts, highlighting patterns like post-meal spikes and overnight stability. A clearer, judgment-free view of glucose trends.

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#CGM #DataVisualization #DiabetesInsights #TimeInRange #Tableau
Bar chart showing time in 70–140 mg/dL range by hour over the last 7 days. Most hours between 12 AM and 11 AM are at 100% in range. Time in range drops to 46% at 1 PM, then rises gradually, reaching 98% by 11 PM. Color scale ranges from blue (lower time in range) to green (higher time in range).
April 24, 2025 at 7:38 PM
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AI chatbots like ChatGPT-4 show promise in diagnostics but don’t improve physicians’ accuracy, a study finds. Better integration and training are needed for clinical impact.

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#AIinHealthcare #MedicalAI #DiagnosticAccuracy #ChatGPT #HealthcareInnovation
An infographic from JAMA Network Open summarizing a study on AI chatbot use in physician diagnosis. It compares two groups: 25 physicians using a generative AI chatbot and 25 using conventional resources. Findings show no significant difference in diagnostic accuracy (76% vs. 74%). Source: Goh E, Gallo R, Hom J, et al. Large language model influence on diagnostic reasoning: a randomized clinical trial. JAMA Netw Open. 2024;7(10):e2440969. doi:10.1001/jamanetworkopen.2024.40969. Used under CC-BY license.
March 3, 2025 at 12:40 PM
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Novo Nordisk and Valo Health expand their AI partnership to accelerate treatments for obesity, diabetes, and cardiovascular diseases, increasing programs from 11 to 20 using Valo's Opal Platform.

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#NovoNordisk #ValoHealth #AI #CardiometabolicDiseases #OpalPlatform
Logos of Novo Nordisk and Valo Health side by side. The Novo Nordisk logo features a stylized blue bull with the company name below, while the Valo logo includes a simple black outlined circle above the company name in a clean font.
January 23, 2025 at 2:24 AM
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Novo Nordisk is utilizing AI to transform drug discovery, improving precision and speed in creating treatments for diabetes and more.

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#AI #DrugDiscovery #NovoNordisk #Diabetes
Novo Nordisk headquarters. A modern, curved glass building with illuminated interiors at twilight. The structure features multiple floors with sleek horizontal lines and is surrounded by leafless trees, adding a winter atmosphere.
January 21, 2025 at 12:37 AM
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Denmark’s Gefion AI supercomputer is transforming AI-driven research with unparalleled speed and innovation. Learn how this breakthrough is shaping the future of data analysis and scientific discovery.

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#AI #Supercomputing #Innovation #DataScience #Tech
The image shows the interior of a high-tech data center housing Denmark's Gefion AI supercomputer. The sleek black server racks prominently feature the "GEFION" branding with an image of a bull on an orange background. Bright yellow cable trays run overhead, emphasizing the organized infrastructure.
January 21, 2025 at 12:24 AM
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Explore this 4-part series on CGM data analysis. Build datasets, clean and process data, create SQLite databases, and visualize insights with Tableau. Designed for both beginners and seasoned analytics professionals.

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#DataAnalytics #CGMData #Python #SQLite #Tableau
Line chart titled 'Glucose Profile - 11/17/2024 to 11/23/2024' showing glucose levels (mg/dL) on the vertical axis and time of day (12 AM to 11 PM) on the horizontal axis. Lines represent different percentiles for the period, with glucose levels peaking around noon and evening, and staying steady overnight.
November 26, 2024 at 10:14 PM
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Denmark’s first AI supercomputer, Gefion, accelerates innovation in quantum computing, biotech, and clean energy. Launched today, it positions Denmark as an AI leader.

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#AI #Supercomputer #Innovation #QuantumComputing #Biotech #Denmark
Jensen Huang, CEO of NVIDIA, Nadia Carlsten, CEO of DCAI, and King Frederik X of Denmark stand together during the launch of Denmark’s Gefion AI supercomputer, holding a symbolic power cable against a digital backdrop representing technological innovation.
October 24, 2024 at 12:30 AM
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Explore participation trends from the 5K@EASD events, with insights into gender distribution, race performance, and geographic reach. Interactive visualizations highlight how engagement has evolved.

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#5KEASD #DiabetesAwareness #DataAnalysis #Python #Tableau
The image is a Tableau dashboard displaying the "5K@EASD Race Results" for 2024. The main visualization is a world map titled "2024 Participants Map," which highlights countries based on the number of race participants. Countries are shaded in varying shades of blue, where darker shades represent higher participation, ranging from 1 to 539 participants. The legend on the right indicates filters for "Year" (set to 2024) and "Gender" (set to "All"), with instructions for refining the data. Countries like the United States, India, and South Africa are shaded darker, indicating more participants. There are tabs at the top for various metrics such as "Participants by Country," "Participants for Top 15 Countries," "Participants by Gender," "Race Times by Gender," "Total Participants," along with "Notes" and "Thank You."
October 20, 2024 at 7:18 PM
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Explore advanced data retrieval techniques. Streamline your data workflows, boost efficiency, and master APIs with ease.

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#DataScience #Python #DataAnalytics #TechSkills
3D renditions of three respiratory viruses: COVID-19 (left), RSV (center; oblong shape), and flu (right). Credit: NIAID
August 25, 2024 at 11:45 PM
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Just finished the Advanced Prompt Engineering course on Coursera! Learned new techniques & revisited old ones. Lots of "aha" moments! Highly recommend for expanding your #AI & #GenerativeAI skills.

#PromptEngineering #LifelongLearning

www.coursera.org/learn/advanc...
The image is a course certificate from Vanderbilt University, awarded through Coursera. It certifies that Jeffrey Smith has successfully completed the course "Advanced Prompt Engineering for Everyone" on July 26, 2024. The certificate is signed by Dr. Jules White, a professor in the Department of Computer Science at Vanderbilt University. The Coursera logo and the phrase "Education for Everyone" are displayed on the right side of the certificate. Verification details are provided at the bottom, with a URL for verification and a note stating that Coursera has confirmed the identity of the individual and their participation in the course.
July 28, 2024 at 2:47 PM
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Explore 5K@ADA race results visualizations in Tableau. Learn how to create interactive maps and charts to uncover insights about participants and their performance.

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#DataVisualization #Tableau #ADA5K #DataAnalytics
This map visualizes the 5K@ADA race results by showing the number of participants from different countries around the world. Each country is shaded in varying intensities of blue, representing the number of participants, with darker shades indicating higher participation. The map includes interactive slider controls for filtering the data by enrollment and age group. Hovering over a country displays detailed information about that country's data.
July 6, 2024 at 9:19 PM
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Explore advanced web scraping techniques in our latest article on JCS Analytics. Learn to work with complex web structures using Python, Selenium, and BeautifulSoup.

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#DataScience #PythonProgramming #WebScraping #Selenium #BeautifulSoup
A screenshot of a Jupyter notebook that describes a Python program designed to automate the process of collecting race results data from a website. The program uses web scraping techniques to gather and organize participant data efficiently.
July 6, 2024 at 5:53 PM
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Enhance your data extraction capabilities with our latest article on Intermediate Web Scraping with Python. Discover advanced techniques to efficiently gather and process data.

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#Python #DataScience #WebScraping
Line chart titled 'Market Cap by Year and Group' showing market capitalization trends from 2006 to 2024 for two groups: 'Eli Lilly and Novo Nordisk' and 'All Others.' The vertical axis represents market cap in billions of USD, and the horizontal axis represents the years. The 'All Others' group, represented by a blue line, shows fluctuating but generally increasing market cap, peaking around 2021 before slightly declining and then stabilizing. The 'Eli Lilly and Novo Nordisk' group, represented by an orange line, shows a steep increase starting around 2015, with significant growth continuing through 2024.
June 27, 2024 at 8:39 PM
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Managing #Type2Diabetes with data analysis can transform your approach to health! Discover how leveraging data can lead to better insights and control in our latest article.

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#DataAnalytics #DiabetesManagement
May 26, 2024 at 11:33 PM
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Explore the rapid growth of the GLP-1 RA market driven by Eli Lilly and Novo Nordisk. Learn about sales trends, market drivers, and future outlook for type 2 diabetes management.

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#GLP-1Sales #Type2Diabetes #EliLilly #NovoNordisk
Modern medical conference room with attendees focused on a large display screen presenting GLP-1 RA sales trends. The screen shows detailed charts and graphs, while the room features sleek, contemporary furniture and bright, professional lighting, highlighting the high-tech atmosphere.
May 19, 2024 at 11:27 PM
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Just completed the 'OpenAI GPTs: Creating Your Own Custom AI Assistants' course on Coursera! Learned how to tailor GPTs for unique needs— from streamlining logistics to enhancing education. Truly empowering and enlightening!

www.coursera.org/learn/openai...?

#AI #CustomGPTs #ContinousLearning
Certificate for the OpenAI GPTs: Creating Your Own Custom AI Assistants course on Coursera.
April 20, 2024 at 3:25 PM
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Denmark's AI Innovation Centre, featuring the Gefion supercomputer and backed by the Novo Nordisk Foundation, EIFO, and NVIDIA, focuses on healthcare and life sciences. Powered by 100% renewable energy, it's a model for AI research and sustainability.

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Imagine a world where AI innovation is at the forefront of creating a sustainable and healthier future.
March 20, 2024 at 11:54 AM