#KDE will mentor ten projects in Google Summer of Code (#GSoC) this year, including two projects for #LabPlot, a FREE, open source and cross-platform #DataVisualization and #DataAnalysis software.
The plotting, statistical, and data selection tools in the mapdata.py data explorer (https://pypi.org/project/mapdata/) can be used even if you don't have any map data. Just add dummy latitude and longitude values to the data table. Zeroes will do. The map and the dummy columns can both be hidden, and you can then explore the data table with the other available tools.
We dive deep into simplifying outlier detection in R using #easystats to follow good practices and make your data analysis more robust and replicable. Check it out! #Rstats#DataAnalysis@rstats
Feeling stuck with Excel for data analysis? You're not alone! Excel is fantastic, but for truly powerful insights and visualizations, it can fall short.
Here's what you'll gain:
🧐 * Advanced data manipulation & cleaning
💻 * Powerful statistical analysis & modeling
📉 * Eye-catching data visualizations
🌟 * Seamless integration back to Excel
If you work with spectra or multivariate regression and don't want to reinvent the wheel, check it out. If it doesn't do what you need it to do, let me know and we can add capabilities to make it work for you! #python#spectroscopy#lpsc2024#data#OpenSource#DataAnalysis#ML
Learn how to set a data frame column as the index for faster data access and streamlined operations.
In R, utilize the setDT() function from #datatable or column_to_rownames() from #tibble to seamlessly set your desired column as the index. Try it out with your datasets and experience the boost in productivity!
'The return of the ancestral human remains of Australian and other Indigenous peoples held in anthropological collections could be sped up using machine-based deep learning according to a new study led by QUT computer scientists.'
Python Pandas Tips 🚀 by Kimberly Fessel is a list of short pandas tutorials that focus on basic pandas 🐼 operations such as:
✅ Reading flat files (e.g., CSV, Excel, etc.)
✅ Columns and rows manipulation
✅ Handle missing and duplicate values
✅ Changing columns attributes
#Janelia is offering a 12-day bootcamp designed to demonstrate how biological queries and hypotheses steer experimental designs on various #microscopy platforms and across length scales from molecules to small animals:
Question: someone I know is doing a data science project for university, and needs to scrape some tabular data from a web site to perform analysis on as an assignment.
Is there anything open source or GNOME-related that is publicly listed as tabular data somewhere that could be interesting for them to analyze? Ideally something with at least 100 data points and multiple columns per data point, if that makes sense.
'In a paper published in JAMA Ophthalmology on 9 November1, the authors used GPT-4... paired with Advanced Data Analysis (ADA), a model that incorporates the programming language Python and can perform statistical analysis and create data visualizations. The AI-generated data compared the outcomes of two surgical procedures and indicated — wrongly — that one treatment is better than the other.'
As a little teaser for my upcoming #rstats#dplyr online course, I'll be releasing a free video series on related topics on the Statistics Globe YouTube channel during the next few days!
👉 new plot type: Q-Q plot
👉 new plot type: Lollipop plot
👉 new plot type: KDE plot
👉 ODS import support @libreoffice
👉 more functions in the function editor
👉 extended search&replace
...and much more!
I know this is a long-shot, but it occurred to me as I prepare for yet another shift at a retail store giving it literally everything I've got and then some (and ending up with a sleep deficit and feeling so exhausted I can barely crawl to bed) for a whopping $15/hr, I figured it wouldn't hurt to ask if anyone has any leads for a #DataAnalyst position.
It turns out a great deal of my prior experience was of similar activities. I'm working on my "google certificate" as a data analyst but tbh progress has been incredibly slow as I deal with one life issue after another. This is also costly for me since there's a monthly fee through the 3rd-party provider hosting the google courses.
Yes.. I'm asking to skip ahead to the part where I'm no longer earning starvation wages anymore.