Colin Gray

Data Scientist @ TIBCO - enjoying all things data science, especially around #TIBCO Spotfire, analytics, machine learning and interesting integrations :)

[Colin Gray @ColinGrayDataSc]

@Brett2point0 @mathsppblog @kanungle @loriaustex @DrSpotfire I try and break all code into logical functions where functionality is potentially reusable, or to make the code more readable and maintainable. This way, the code base is more sustainable long term and I find more often than not, you will always reuse functions created.

[Colin Gray @ColinGrayDataSc]

#Python nearly topping the TIOBE Index for the first time in history! That's why I am finding the tight Python integration in #TIBCO #Spotfire so incredibly useful in all the data science use cases I am working on.

Index: https://t.co/27XRI3UKtR

https://t.co/9O2C4UDrd3

[Colin Gray @ColinGrayDataSc]

Even more #Python for #TIBCO #Spotfire! The TIBCO Community Exchange is now loaded with free to download data preparation, statistical, geospatial and #datascience data functions. Two new functions available:

PCA: https://t.co/9h0Pjvt3dr
Encoding: https://t.co/NCCGH6Arff

[Colin Gray @ColinGrayDataSc]

And another :) Random Forest: https://t.co/5VKmSeWzKE

[Colin Gray @ColinGrayDataSc]

A whole load of new #Python data functions have been published on the @TIBCO community exchange! Easily add these to your #Spotfire apps to create powerful statistical and #datascience driven #analytics

https://t.co/ks2aSabz6y

https://t.co/CmUk9KYRYy

https://t.co/ClsQWtGWpU

[Colin Gray @ColinGrayDataSc]

@Brett2point0 Interesting insights from Spotfire! Effectively make your offense's defensive capabilities better all round to retain possession while keeping the oppositions defense on the field. Top talent needs protection... a sacked pro-bowl QB is still a sacked QB ;)

[Colin Gray @ColinGrayDataSc]

@Brett2point0 Very interesting! One point of view is to disregard last season due to the number of injuries. Many of the players committing those aren't there now (Qbs, Rbs). However, I think there is a concern around deep throw ints and a QB who is solid on those big throws may get preference

[Colin Gray @ColinGrayDataSc]

Quick tip for #Spotfire - easy custom styling of tables just by clicking on a table header. Control background colours of text, rows, headers as well as the positioning and text style itself:

https://t.co/fn83swDP0q

[TIBCO @TIBCO]

We have a brand-new Spotfire demo that takes a look at the data from @teamTIBCO_SVB's 2020 season and beyond—power output, heart rate, and speed to optimize race strategies. Check it out and compares metrics from your favorite riders! https://t.co/vMfz3crHyF

[Colin Gray @ColinGrayDataSc]

Example analysis shown here using the network chart mod also downloadable from the exchange: https://t.co/YiALu2cpIj

[Colin Gray @ColinGrayDataSc]

Just released on our #TIBCO community exchange (which has loads of great free downloads) is our #Python column #correlation data function. Easily integrate multiple correlation methods into #Spotfire for your #analytics and #datascience tools

https://t.co/ClsQWtGWpU

[Colin Gray @ColinGrayDataSc]

Custom autocompletes in #Spotfire will really enhance your #analytics and user experience. Spotfire makes all of these possible and customisable as it is highly extensible. #Spotfiremods would be a great route for this to :)

#tibco #javascript #html

https://t.co/7a7I8JFFsm

[TIBCO @TIBCO]

Tomorrow's the day! Join us LIVE on LinkedIn with @datacated_ 's Kate Strachnyi and @catalinahd to learn how to go from data analyst to data scientist. https://t.co/1a5OM6GCHj

[Dr. Spotfire @DrSpotfire]

🚨 Calling all Spotfire Beginners! 🚨

Microsoft #Excel is the most used data analytics tool on the planet, but often has bottlenecks when advancing your analyses. Join this session to learn the parallels with #Spotfire and how to ease the transition!

👉 https://t.co/Jcw49xxEtw

[Dr. Spotfire @DrSpotfire]

Using a few little HTML and CSS tricks, learn how to make some beautiful KPI's in #Spotfire in today's #QuickTip video 🤩
https://t.co/sfWSn7O7Nf

[Colin Gray @ColinGrayDataSc]

New #TIBCO #datascience YouTube channel now out! Many examples of classic data science tasks such as anomaly detection, clustering, #DigitalTwins , edge computing, #geoanalytics and #AutoML. Showing off the power of converging analytics with data science

https://t.co/88aPkCQ32U

[Colin Gray @ColinGrayDataSc]

Using relations and links between data is an essential tool in #analytics and #datascience. This helps prevents joining all data, and keeping your analytics clean. #TIBCO #Spotfire has powerful tools to do this as with all data wrangling tasks it excel at

https://t.co/ZPbj9iZHTb

[Michael OConnell @MichOConnell]

.@TIBCO #Analytics @Meetup (#TAM) are always informative and fun. Check out what we are doing in #anomalydetection #imageanalysis #patternclassification. #MachineLearning #DataScience #visualanalysis #Spotfire @TIBCO @HeleenSnelting

[Colin Gray @ColinGrayDataSc]

Another great in-depth session on #TIBCO #Spotfire #Mods showing you can even go beyond #visuals and use #Angular or #React for example to replace page navigation, and present a completely customised Spotfire experience for your users
https://t.co/NiOG24PZw4

[Colin Gray @ColinGrayDataSc]

An often missed aspect of #datascience is exploring encoding categorical / text data. There are many methods and which works best will depend on your data, and #machinelearning #ai models. Read our #tibcodatascience blog on encoding methods to learn more!

https://t.co/TlmZwcqDz9