Exploratory Data Analysis
spacering-net/codeg
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats.
A skill your agent uses when building exhibits for a Journal of Public Policy & Marketing (JPP&M) manuscript — event-study and DiD displays, condition-contrast tables, subgroup forest plots, and…
Install Jppm Tables Figures
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jppm-tables-figures -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jppm-tables-figures --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures .claude/skills/jppm-tables-figures && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "jppm-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures into .claude/skills/jppm-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jppm-tables-figures", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figuresType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jppm-tables-figures -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jppm-tables-figures --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures .agents/skills/jppm-tables-figures && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jppm-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures into .agents/skills/jppm-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jppm-tables-figures", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jppm-tables-figures -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jppm-tables-figures --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures .cursor/skills/jppm-tables-figures && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "jppm-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures into .cursor/skills/jppm-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jppm-tables-figures", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jppm-tables-figures -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jppm-tables-figures --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures .gemini/skills/jppm-tables-figures && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "jppm-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures into .gemini/skills/jppm-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jppm-tables-figures", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jppm-tables-figuresInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jppm-tables-figures -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures .github/skills/jppm-tables-figures && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "jppm-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures into .github/skills/jppm-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jppm-tables-figures", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jppm-tables-figures -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jppm-tables-figures --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures .opencode/skills/jppm-tables-figures && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "jppm-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures into .opencode/skills/jppm-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jppm-tables-figures", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
jppm-tables-figures- GitHub stars
- 1.2k
- Token cost
- ~1.4k tokens
- SKILL.md length
- 627 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when building exhibits for a Journal of Public Policy & Marketing (JPP&M) manuscript — event-study and DiD displays, condition-contrast tables, subgroup forest plots, and…
- Building exhibits for a Journal of Public Policy & Marketing (JPP&M) manuscript — event-study and DiD displays
- SKILL.md covers When to trigger, Exhibits for a dual audience, The high-value JPP&M exhibits and House conventions (AMA journals), plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Condition-contrast tables
What it does
Jppm Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building exhibits for a Journal of Public Policy & Marketing (JPP&M) manuscript — event-study and DiD displays, condition-contrast tables, subgroup forest plots, and stimuli exhibits that a policy reader can act on. Builds the exhibits; it does not produce the estimates (jppm-data-analysis).
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Data & Analytics, covering Data analysis. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- Building exhibits for a Journal of Public Policy & Marketing (JPP&M) manuscript — event-study and DiD displays
- Condition-contrast tables
- Subgroup forest plots
- Stimuli exhibits that a policy reader can act on
Example prompts
- “/jppm-tables-figures”
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Jppm Tables Figures loads about 1.4k tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 627 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 627 words, ~1,368 tokens.
Download SKILL.mdSave it as
.claude/skills/jppm-tables-figures/SKILL.md (or your agent's skills folder).- name
- jppm-tables-figures
- description
- Use when building exhibits for a Journal of Public Policy & Marketing (JPP&M) manuscript — event-study and DiD displays, condition-contrast tables, subgroup forest plots, and stimuli exhibits that a policy reader can act on. Builds the exhibits; it does not produce the estimates (jppm-data-analysis).
Tables & Figures (jppm-tables-figures)
When to trigger
- Tables report coefficients an academic can parse but a policy reader cannot
- The evaluation has no event-study figure showing pre-trends and dynamics
- Subgroup results for vulnerable populations are scattered across prose
- The tested label/warning/disclosure stimuli are described but never shown
- The 50-page all-inclusive cap forces you to choose which exhibits survive
Exhibits for a dual audience
JPP&M exhibits are read by two audiences at once: methods-literate reviewers who will interrogate the identification, and policy-oriented readers (including practitioners on the editorial board) who need the decision-relevant magnitude at a glance. Every exhibit should therefore carry two layers: the estimation detail (specification, SEs, clustering, N) in the table body and notes, and a decision-unit translation — percentage points, dollars, calories, share of consumers — in the headline row, figure annotation, or note. Because the 50-page limit includes tables and figures at every review stage, each exhibit must displace prose, not duplicate it; move the long battery to a web appendix.
The high-value JPP&M exhibits
| Exhibit | What it must carry | Typical failure |
|---|---|---|
| Stimuli figure | the actual tested labels/disclosures side by side, at realistic scale | describing formats in prose a regulator would need to see |
| Event-study figure | pre-period placebos + dynamic effects, CI band, policy date marked | showing only the post-period average |
| DiD table | group-time ATT, estimator named, cluster level, pre-trend sensitivity row | plain TWFE with stars and no diagnostics |
| RDD figure | binned outcomes + fit on both sides, bandwidth noted; density plot nearby | a fitted line with no raw data visible |
| Condition-contrast table | means/effects per policy option with the pairwise contrast the decision needs | omnibus F with no decision-mapped contrasts |
| Subgroup forest plot | pre-specified vulnerable-group effects with corrected CIs on one axis | significant splits in text, the rest invisible |
| Policy-translation table | effect × exposed population = market magnitude, with assumptions listed | leaving the rescaling to the reader |
A stimuli figure is uniquely load-bearing at this journal: agencies regulate formats, so reviewers want to see exactly what was tested and whether it is mandatable.
Show full SKILL.md (297 more words)Show less
House conventions (AMA journals)
- Follow the AMA journals style shared across JM/JMR/JPP&M: numbered tables and figures, descriptive titles, notes defining every abbreviation, references and tables may be single-spaced while text is double-spaced (per the AMA submission guidelines — re-check current specifics on ama.org before formatting).
- Report effect sizes and confidence intervals; stars alone do not survive review.
- State the estimator, clustering level, and fixed effects in each table's note so the exhibit stands alone.
- Keep Ns visible (per cell / per group-time), including before/after exclusions.
- Figures must survive grayscale print and small reproduction — policy briefs will screenshot them.
Economy under the 50-page cap
- Budget exhibits first: typically 1 stimuli figure, 1 identification figure, 2–3 core tables, 1 subgroup display in the body; everything else to the web appendix.
- Merge robustness variants into a single compact multi-column table rather than serial near-duplicates.
- Never present the same estimate as both table and figure; pick the form the decision reader needs.
Checklist
- Each body exhibit carries both estimation detail and a decision-unit translation
- Stimuli shown as tested, at realistic scale
- Event-study / RDD figures display pre-trends or raw discontinuity, not just fits
- Estimator, clustering, FEs, and Ns named in every table note
- Subgroup effects displayed as a single corrected family (forest plot or panel)
- Effect sizes + CIs everywhere; no stars-only columns
- Body exhibits fit the 50-page all-inclusive budget; battery moved to web appendix
Anti-patterns
- Coefficient wall: a 12-column regression table with no translated magnitude anywhere
- Invisible stimuli: regulating formats the reader never gets to see
- Post-only plots: dynamics figures that start at the policy date
- Star tables: significance markers standing in for effect sizes and CIs
- Subgroup scatter: heterogeneity sprinkled through prose instead of one comparable display
- Cap blindness: ten body exhibits that force the text out of the 50-page envelope
Output format
【Exhibit budget】body tables/figures list vs. web-appendix list (within 50-page cap)
【Stimuli figure】tested formats shown at scale? [Y/N]
【Identification display】event-study / RDD / placebo figure with pre-period evidence? [Y/N]
【Decision-unit layer】each body exhibit translated for the policy reader? [Y/N]
【Notes discipline】estimator, clustering, Ns, abbreviations in every note? [Y/N]
【Next skill】jppm-writing-style© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jppm Tables Figures next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Jppm Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Exploratory Data Analysisspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Pass | MIT | |
| Excel and CSV Data Analysisbytedance/deer-flow | 84k | 4 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Exploratory Data AnalysisOleafly/Oleafly | 212 | 2 repos | ~3.4k | Automated safety check: Notes | MIT | |
| Pandas ProJeffallan/claude-skills | 12k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Python Executorcortega26/chile-hub | 113 | 2 repos | ~1.5k | Automated safety check: Pass | MIT |
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Questions about Jppm Tables Figures
What does Jppm Tables Figures do?
A skill your agent uses when building exhibits for a Journal of Public Policy & Marketing (JPP&M) manuscript — event-study and DiD displays, condition-contrast tables, subgroup forest plots, and…. Jppm Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building exhibits for a Journal of Public Policy & Marketing (JPP&M) manuscript — event-study and DiD displays, condition-contrast tables, subgroup forest plots, and stimuli exhibits that a policy reader can act on.
When should I use Jppm Tables Figures?
Jppm Tables Figures fits situations like: building exhibits for a Journal of Public Policy & Marketing (JPP&M) manuscript — event-study and DiD displays; condition-contrast tables; subgroup forest plots; stimuli exhibits that a policy reader can act on.
How do I install Jppm Tables Figures in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jppm-tables-figures -a claude-code`. Or copy the skill folder (Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jppm-tables-figures in your project. Claude Code loads it when a task matches its description.
How do I install Jppm Tables Figures in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jppm-tables-figures -a codex`. Or copy the skill folder (Journal-of-Public-Policy-and-Marketing-Skills/skills/jppm-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jppm-tables-figures in your project. Codex loads it when a task matches its description.
Can I use Jppm Tables Figures in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jppm-tables-figures -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jppm-tables-figures, .gemini/skills/jppm-tables-figures, .github/skills/jppm-tables-figures and .opencode/skills/jppm-tables-figures in your project.
What does Jppm Tables Figures need to run?
SKILL.md names no scripts, command-line tools or credentials: Jppm Tables Figures is instructions for the agent only.
Does Jppm Tables Figures access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Jppm Tables Figures safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Jppm Tables Figures use?
Jppm Tables Figures is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Jppm Tables Figures use?
About 1.4k tokens (SKILL.md is roughly 5.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Jppm Tables Figures?
Skills that share tags, products or a category with Jppm Tables Figures: Exploratory Data Analysis (spacering-net/codeg, 3.9k stars), Excel and CSV Data Analysis (bytedance/deer-flow, 84k stars), Exploratory Data Analysis (Oleafly/Oleafly, 212 stars) and Pandas Pro (Jeffallan/claude-skills, 12k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jppm Tables Figures?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.