DataCleanist
Mohd Anas Hussain v1.0.0
EDA reports for your datasets
From the developer
Declared capabilities
- Analyze datasets
- Generate EDA reports
- Inspect data quality
Cost & access
This plugin does not sell products, subscriptions, or credits, and does not process payments. Analyses are free within the stated in-chat limits.
Declared limitations
- Oversized file is refused politely
- No dataset attached
- Out-of-scope cleaning/export request
Onboarding example
Analyze this CSV and give me the full EDA report
Sources & dates
Developer declarations; not independently tested. Listing last checked Nov 10, 2026. Package observed Nov 9, 2026.
Description
From the marketplace listing
DataCleanist analyzes tabular data files (CSV, TSV, Excel) and produces a deterministic exploratory data analysis: missing values, duplicates, outliers, distributions, correlations, VIF, mutual information, leakage suspects, PII flags, and a 0-100 data quality score with a five-dimension breakdown. Every number is computed by real code from the file itself - never estimated by a language model - and arrives with an interactive report card (Deep Dive statistics, per-column inspection, scatter explorer) rendered in the conversation. Intended users: data scientists, analysts, and ML engineers who want to understand and quality-check a dataset before modeling or cleaning it. Limitations: in-chat files up to 50 MB, 200,000 rows, and 300 columns; each user gets 5 analyses per rolling 30-day window; the tools analyze files - they do not clean, transform, export, or email data, and follow-up answers quote the computed summary rather than re-deriving statistics. Uploaded data is deleted automatically (raw files within 24 hours, derived outputs within 7 days) and is never used to train models. The full product - larger files, data cleaning, and chat - is available at datacleanist.com.
Language: English · Automatically detected from descriptions.
Matches for “render”
Exact text from the indicated source. A mention alone does not establish support for your task.
Publisher full description
DataCleanist analyzes tabular data files (CSV, TSV, Excel) and produces a deterministic exploratory data analysis: missing values, duplicates, outliers, distributions, correlations, VIF, mutual information, leakage suspects, PII flags, and a 0-100 data quality score with a five-dimension breakdown. Every number is computed by real code from the file itself - never estimated by a language model - and arrives with an interactive report card (Deep Dive statistics, per-column inspection, scatter explorer) rendered in the conversation. Intended users: data scientists, analysts, and ML engineers who want to understand and quality-check a dataset before modeling or cleaning it. Limitations: in-chat files up to 50 MB, 200,000 rows, and 300 columns; each user gets 5 analyses per rolling 30-day window; the tools analyze files - they do not clean, transform, export, or email data, and follow-up answers quote the computed summary rather than re-deriving statistics. Uploaded data is deleted automatically (raw files within 24 hours, derived outputs within 7 days) and is never used to train models. The full product - larger files, data cleaning, and chat - is available at datacleanist.com.
Changes
No changes recorded yet. Follow this plugin to keep track of future changes.
First seen Oct 29, 2026. Last seen Nov 10, 2026.
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Keywords
Files & skills
File archives
Release notes
Initial release: deterministic EDA tools (analyze_dataset, analyze_sample_dataset, render_eda_report, list_sample_datasets) with an interactive report dashboard and deep-dive statistical findings.
Declared in the saved package. Remote tools may change independently.
Package details
Publisher declarations from the archived package. These are separate from our research and the live service's terms.
- Package author
- Mohd Anas Hussain
- Keywords
- See keywords
- Commerce declaration
- Does not support commerceThis does not establish whether access is free or paid.
- Review scenarios
- 5 positive · 3 negativeScenario counts, not test results.
Declared capabilities
- Analyze datasets
- Generate EDA reports
- Inspect data quality
Package observed Nov 9, 2026.
Technical details
- First seen
- Oct 29, 2026 · 00:00 UTC
- Last seen
- Nov 10, 2026 · 00:00 UTC
- Collection status
- Collected
plugin_asdk_app_6ace7c4f245881919e74292f079eba92
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