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Data & Analytics
Data analysis, BI, visualization, datasets, statistics, and ML workflows
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Showing 1,153–1,176 of 12,625 skills
- PycalphadComputes finite-temperature CALPHAD equilibria, phase fractions, and phase compositions from thermodynamic TDB databases using pycalphad. Use for alloy phase stability, equilibrium temperature sweeps, tie lines, lever-rule checks, or reproducible phase-fraction calculations with explicit components and mole-fraction conditions.Votes: 0GitHub stars: 47,690
- PybammSimulates lithium-ion battery charge, discharge and rest experiments with PyBaMM, records parameter-set provenance, checks mesh and solver sensitivity, and compares predicted voltage curves with measured cycling data. Use for SPM or DFN electrochemical battery modeling, C-rate protocols, voltage cutoffs, parameter studies and numerical validation of battery simulations.Votes: 0GitHub stars: 47,690
- Nwb ConversionConverts neuroscience acquisition data to Neurodata Without Borders files with NeuroConv and PyNWB, preserves metadata and timebases, checks evidence-based clock alignment, and produces schema validation, NWB Inspector findings and round-trip checks. Use for NWB conversion and synchronization of planar single-channel two-photon TIFF imaging plus timestamped behavioral position CSV; this skill does not perform spike sorting or claim tested support for arbitrary acquisition formats.Votes: 0GitHub stars: 47,690
- NmrglueProcesses calibrated one-dimensional complex NMR free-induction decays with nmrglue into phased spectra, peak candidates, and signed integration regions. Use for raw 1D NMR processing, ppm-axis verification, apodization, Fourier transformation, manual phasing, baseline correction, or reproducible spectral integration.Votes: 0GitHub stars: 47,690
- FlowkitAnalyzes flow cytometry data with FlowKit, including spillover compensation, logicle and biexponential transforms, hierarchical gating, GatingML strategies, and supported FlowJo 10 workspaces. Use for reproducible gate counts, population percentages, gated fluorescence summaries, or reproducing a FlowJo analysis in Python. For FCS metadata inspection or file-format repair alone, use FlowIO.Votes: 0GitHub stars: 47,690
- CanteraRuns Cantera homogeneous chemical reactors and evaluates ignition delay with mechanism provenance, conservation checks, and numerical refinement. Use for combustion kinetics, closed adiabatic ideal-gas constant-volume or constant-pressure ignition, temperature histories, or mechanism-specific ignition-delay comparisons.Votes: 0GitHub stars: 47,690
- Microsoft Ads Waste And ScaleUse for "where am I wasting money on Microsoft Ads", "which Bing keywords should I pause", "find me negative keywords for Bing", "Microsoft Ads search terms report analysis", "which Bing publishers should I exclude", "which Microsoft Ads campaigns should I scale", "clean up my Bing Ads account", "what should I cut on Microsoft Ads and where should the money go" — even without the words "waste" or "scale". Also use when someone wants a budget-neutral reallocation proposal for the Microsoft Ads...Votes: 0GitHub stars: 35
- Microsoft Ads Shopping And Product PerformanceUse for "how are my Microsoft Shopping campaigns doing", "which products sell on Bing", "which products should I stop advertising on Microsoft Ads", "why aren't my products showing on Bing", "what's my ROAS by product on Microsoft Ads", "which Bing product searches should I add as negatives", or "are my Bing product groups set up right" — even when the user only says "Bing Shopping" or "product ads". Microsoft Ads (Bing) only, for accounts running Shopping or product ads.Votes: 0GitHub stars: 35
- Microsoft Ads Settings AuditUse for "audit my Microsoft Ads settings", "is my Bing account set up right", "I inherited this Microsoft Ads account, what's wrong with it", "is Google Import overwriting my Bing campaigns", "why is my Bing traffic showing outside my area", "should I be on the Microsoft Audience Network", "check my Microsoft Ads campaign settings", "new client Bing account review" — even when the user never says "settings". Covers network and syndication, location intent, audience targeting setting, bid stra...Votes: 0GitHub stars: 35
- Microsoft Ads Performance ReviewUse for "how are my Microsoft Ads doing", "how are my Bing Ads doing", "why did my Bing cost per lead go up", "which Microsoft Ads campaigns improved this month", "am I losing impression share on Bing", "what happened to my Microsoft Ads last week", or a weekly or monthly account check — even when the user never says "review". Also use when someone wants to know what changed in the account and why, or needs the baseline read before deciding anything else. Microsoft Ads (Bing) only.Votes: 0GitHub stars: 35
- Microsoft Ads Keyword And Quality Score AnalysisUse for "which Microsoft Ads keywords make money", "my Bing quality score dropped", "should I use exact or broad match on Bing", "which Bing keywords are worth more budget", "why is my Microsoft Ads cost per click so high", "find me new keywords for Microsoft Ads" — even when the user never says "keyword". This is the earning view: which Microsoft Ads keywords deserve more money and which are overcharging for the same clicks. For the cutting view, use microsoft-ads-waste-and-scale instead. Mi...Votes: 0GitHub stars: 35
- Microsoft Ads Geo Device And DaypartingUse for "which locations work on Microsoft Ads", "is my Bing traffic coming from outside my area", "is mobile or desktop converting on Bing", "what time of day should my Microsoft Ads run", "should I set a Bing ad schedule", "which cities or regions should I bid up on Microsoft Ads", or "where is my Bing budget actually going" — even when the user never says "geo" or "dayparting". Covers where, on what device and when the ads are shown, and what each is worth. Microsoft Ads (Bing) only.Votes: 0GitHub stars: 35
- Microsoft Ads Conversion Tracking AuditUse for "can I trust my Microsoft Ads conversion numbers", "audit my Bing conversion tracking", "is my UET tag working", "why do Microsoft Ads and Analytics disagree", "are my Bing conversions double-counted", "my Microsoft Ads conversions dropped overnight", "how much of my Bing spend has no tracking" — and whenever someone doubts their Microsoft Ads numbers, even without the word "audit". Run before trusting any cost or return conclusion about the account. Microsoft Ads (Bing) only.Votes: 0GitHub stars: 35
- Microsoft Ads Competitive PositionUse for "how do I stack up against competitors on Bing", "what's my share of voice on Microsoft Ads", "am I showing at the top of the page on Bing", "am I losing Microsoft Ads auctions to competitors", "why is my Bing click share falling", "is someone bidding on my brand on Bing", "which Microsoft Ads keywords am I being outranked on" — even when the user never says "competition". This is the account's own position in the auction — share won, top-of-page, click share — not a list of who it's ...Votes: 0GitHub stars: 35
- Microsoft Ads Client ReportUse when someone asks for a monthly Microsoft Ads report for a client, wants the Bing section of a client deck built, needs last month's Microsoft Ads performance written up, asks for an end-of-month Bing Ads report, asks "what do I tell the client about Bing", or asks how to present a Microsoft Ads target they missed — even when they never say the word "report". For agencies and in-house teams reporting upward. Microsoft Ads (Bing) only.Votes: 0GitHub stars: 35
- Microsoft Ads Budget PacingUse for "am I on track with my Microsoft Ads budget", "will I overspend on Bing this month", "how much should I spend a day on Microsoft Ads", "which Bing campaigns are capped by budget", "we underspent on Microsoft Ads and I don't know why", "where should I move Bing budget", or a mid-month Microsoft Ads spend check — even when the user never says "pacing". Also use when someone needs to know whether adding budget to a Microsoft Ads campaign would do anything at all. Microsoft Ads (Bing) only.Votes: 0GitHub stars: 35
- Microsoft Ads Audience AnalysisUse for "which audiences are working on Microsoft Ads", "is LinkedIn profile targeting worth it on Bing", "which industries or job functions convert on Microsoft Ads", "is remarketing worth it on Bing", "which age group should I bid up on Microsoft Ads", "are my in-market audiences earning their spend on Bing", or "should my Bing audiences be bid only" — even when the user never says "audience". This is the who-converts read, including the LinkedIn profile cuts no other search platform report...Votes: 0GitHub stars: 35
- Linkedin Ads Waste And ScaleUse for "where am I wasting money on LinkedIn Ads", "which LinkedIn campaigns should I pause", "what should I turn off on LinkedIn", "which LinkedIn campaigns should I scale", "is the LinkedIn Audience Network wasting my money", "clean up my LinkedIn Ads account", or "what do I cut on LinkedIn and where does the money go" — even without the words "waste" or "scale". Also use when someone wants a budget-neutral reallocation proposal for the LinkedIn Ads account. LinkedIn Ads only.Votes: 0GitHub stars: 35
- Linkedin Ads Settings And Structure AuditUse for "audit my LinkedIn Ads settings", "is my LinkedIn account set up right", "I inherited this LinkedIn Ads account, what's wrong with it", "should LinkedIn audience expansion be on", "are my LinkedIn campaigns competing with each other", "is my LinkedIn cost cap too low", "should I consolidate my LinkedIn campaigns", or "new client LinkedIn account review" — even when the user never says "settings". Covers objectives, bid strategies, Audience Network, audience expansion, overlapping camp...Votes: 0GitHub stars: 35
- Linkedin Ads Placement And DeviceUse for "is the LinkedIn Audience Network worth it", "should I turn off LinkedIn Audience Network", "where are my LinkedIn ads showing", "is mobile or desktop converting on LinkedIn", "which LinkedIn placements work", or "where is my LinkedIn budget actually going" — even when the user never says "placement". Covers on-LinkedIn against off-LinkedIn delivery, placements and devices, and what each is worth. LinkedIn Ads only.Votes: 0GitHub stars: 35
- Linkedin Ads Performance ReviewUse for "how are my LinkedIn Ads doing", "why did my LinkedIn cost per lead go up", "which LinkedIn campaigns improved this month", "what happened to my LinkedIn Ads last week", "is my LinkedIn spend working", or a weekly or monthly LinkedIn Ads account check — even when the user never says "review". Also use when someone wants to know what changed in the LinkedIn account and why, or needs the baseline read before deciding anything else. LinkedIn Ads only.Votes: 0GitHub stars: 35
- Linkedin Ads Lead Gen Form PerformanceUse for "how are my LinkedIn lead gen forms doing", "what's my LinkedIn cost per lead", "are my LinkedIn leads any good", "who is filling in my LinkedIn forms", "why do people open my LinkedIn form and not submit", "which LinkedIn lead form works best", or "are my LinkedIn leads the right seniority" — even when the user only says "LinkedIn leads". Covers lead cost, form completion and who the leads are from their own form answers. LinkedIn Ads only.Votes: 0GitHub stars: 35
- Linkedin Ads Creative FatigueUse for "are my LinkedIn ads burning out", "my LinkedIn click-through rate is dropping", "my LinkedIn frequency is too high", "how long before I need new LinkedIn ads", "which LinkedIn creatives should I refresh", "how much new creative do I need for LinkedIn a month", or "this LinkedIn ad used to work" — even when the user never says "fatigue". This is the how-long-has-it-left read; for which LinkedIn creative wins in the first place, use the creative analysis skill. LinkedIn Ads only.Votes: 0GitHub stars: 35
- Linkedin Ads Creative AnalysisUse for "which LinkedIn ads are working", "which LinkedIn creative should I put money behind", "what should my next LinkedIn ads look like", "is my LinkedIn video hook working", "which LinkedIn carousel card gets the clicks", "are document ads worth it on LinkedIn", or "what do my best LinkedIn ads have in common" — even when the user never says "creative". This is the which-ads-win read; for which winning LinkedIn ads are wearing out, use the fatigue skill instead. LinkedIn Ads only.Votes: 0GitHub stars: 35