CMK Data

CMK Data offers dataset cleaning, statistical analysis, advanced data analytics, visualization, and interactive web-based tool development. All analyses and tools are custom-designed, depending on dataset composition and statistical goals.

Current large-scale projects are centered on providing neuroscience-specific bioinformatic analysis and targeted market analysis for retail outlets using natural language processing (NLP), unsupervised machine learning, and traditional statistical modeling.

Billing and Payment

Science clients

Contracts can be done on a monthly, quarterly, or annual basis.

Standard contracts are for 1 month at $3,400 – $10,400 USD, reflecting 20 to 60 hours a week, respective, at $40 USD an hour.

Consultation including education and training, workflow design, or tool building that allows you to do the work in-house is available for $60 – $80 USD an hour, with rate based on time engaged.

Pricing is purposefully designed to be lower than hiring an in-house bioinformaticist, computational biologist, or statistician:
 $40 – $80 USD an hour
 $40,000 – $60,000 USD a year

Ensuring you get an experienced analyst with a high performance computing environment without putting stress on funding.

Non-science clients

Pricing is done based on time engaged to complete project using a fee schedule ranging from $60 – $80 USD an hour.

All clients

Pricing is always transparent and services rendered outlined.

Services

Science clients

Commonly requested services:

• Bioinformatic analysis of processed data from ATAC-Seq, ChIP-Seq, Iso-Seq, microarray, RNA-Seq, scRNA-Seq, etc (for example: if you have files with extensions .txt, .tsv, .csv)
• Bioinformatic processing of next-generation sequencing, NGS, data (for example: if you have files with extension .fastq)
• Figure and table preparation for publication
• Functional analysis for groups of genes or proteins
• Genome annotation for eukaryotic or prokaryotic organisms
• Literature review for building reference lists or content summarization using natural language processing, NLP, machine learning
• Manuscript review and English grammar editing
• Non-coding RNA analysis using sequences or lists of genes and proteins
• Statistical analysis for comparing groups
• Statistical analysis for large datasets (clustering, factor reduction, regression optimization, unsupervised machine learning)
• Statistical calculator development with web-based user interface for current or future analysis needs
• Statistical tools or extant results explanation and refinement
• Web-based tool development and hosting for results presentation (data visualizations, interactive tools, tables)

Non-science clients

Services offered:

• Buzz word identification and analysis (in social media, online searches, job postings, your own datasets, etc.)
• Data cleaning
• Email analysis for sentiment, content, and marketing effectiveness
• Human factors design analysis of user interfaces (web, mobile application, desktop program)
• Legal documents and case law summarization using natural language processing, NLP, machine learning
• Socioeconomic analysis by county or census block and integration with your data
• Statistical analysis for any data (A-B analysis, descriptives, machine learning, regression, etc)
• Statistical tools or extant results explanation and refinement
• US government dataset analysis, report building, interactive map building (web-based tool), and integration with your data (includes over 10,000 datasets currently [2024] in CMK Data repository for this purpose)
• Web-scraping and analysis of results. (Out of professional courtesy, CMK Data will not scrape sites that express a desire to not be scraped.)

About The Human behind CMK DATA

I have a doctorate of philosophy in molecular neuroscience and a bachelor of arts in psychology with over a decade of post-doctorate career experience working with code, designing data visualization and statistical pipelines for large datasets.

I am meticulous about accuracy in analysis, creative in collapsing dimensions for story-telling through visualization, and thoroughly enjoy tool development.

I primarily work in Python, JavaScript, and R.

I can use modular menu-driven programs (Esri, Power BI, Tableau, etc.) if for some reason you expressly want that (like you bought a license and no one is using your program and the cognitive dissonance is painful).

Contact

Email:  info@cmkdata.com