读取仪表板与渲染图表
Reading dashboards & rendered charts
Extract exact KPIs and trends from interactive dashboards and charts.
20 条本项目编写的提案 · 分类 v1.1 · 新增基准运行 0 次。下方验证方式与部分得分规则是设计，不是执行结果。
- 典型应用
- Tableau · Power BI · Grafana
- 小类 GUI 需求标签
G3· 仅 GUI
任务提案 · 20
展开查看完整原文与建议检查方式；两种界面均保留提案英文原文。
R03.02.01.03-T01 Read a p95 latency and peak error hour from Grafana panels
原始指令
In the Grafana sandbox, open dashboard 'API Latency' (viewer role, no Explore or query inspector). Report the p95 latency at 2025-10-01 14:00 UTC and the hour on that day with the highest error rate, in output/answer.json as {p95_ms, peak_error_hour}.
- 平台
web· 任意系统（网页）- 应用
- Grafana
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
hover· 悬停与上下文nav· 平移 / 缩放 / 滚动vis· 视觉判断- 工作产物
WP12· 答案 / 决策- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
Exact gold from the seeded Prometheus data: p95 within ±2%, hour exact. Viewer role blocks Explore, panel inspect and the data source API; the request log is checked for /api/ds/query calls not originating from dashboard panels.
建议部分得分
60% p95 value; 40% peak hour
R03.02.01.03-T02 Find the region with the largest quarter-on-quarter margin drop
原始指令
Open the published Power BI report 'Exec Margin' in the sandbox (export and 'show as table' disabled). Using its slicers and visuals, find the region whose gross margin fell most from Q2 to Q3 2025 and the drop in percentage points, and write output/answer.json.
- 平台
web· 任意系统（网页）- 应用
- Power BI Service
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
click· 指向与点击hover· 悬停与上下文vis· 视觉判断- 工作产物
WP12· 答案 / 决策- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
Gold computed from the hidden dataset: region exact, drop ±0.1 pp. Tenant settings disable export, Analyze in Excel and XMLA for the agent's account, so values must be read from the rendered report.
建议部分得分
50% region; 50% drop value
R03.02.01.03-T03 Read an outlier's exact values from a scatter-plot tooltip
原始指令
On the embedded Tableau dashboard 'Store Efficiency' (sandbox Tableau Server, download disabled), find the store that is the farthest outlier above the trend line and report its name, sales per sq ft and staff hours shown in its tooltip in output/answer.json.
- 平台
web· 任意系统（网页）- 应用
- Tableau Server
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
hover· 悬停与上下文vis· 视觉判断- 工作产物
WP12· 答案 / 决策- 条件
- 未声明
- 提案难度
- 2 / 5
建议验证方式
Name exact; both values exact as displayed (tooltip formatting). Download/crosstab permissions are denied and no Tableau REST/Metadata API token is issued; the outlier is not labeled, so it must be identified visually and hovered.
建议部分得分
40% correct store; 30% sales per sq ft; 30% staff hours
R03.02.01.03-T04 Return the ranking of regions from a bar chart
原始指令
In the Apache Superset dashboard 'Revenue Overview' (sandbox, viewer role), read the 'Revenue by region' bar chart for FY2025 and return the regions sorted by revenue descending as a JSON list in output/answer.json.
- 平台
web· 任意系统（网页）- 应用
- Apache Superset
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
vis· 视觉判断- 工作产物
WP12· 答案 / 决策- 条件
- 未声明
- 提案难度
- 2 / 5
建议验证方式
Exact order vs gold (6 regions; two close bars differ by 1.5%, resolvable via hover). Viewer role is denied SQL Lab, view-query and CSV download, and no API token is issued, so the order must be read from the chart.
建议部分得分
70% order correlation (Kendall tau scaled); 30% exact full order incl. the close pair
R03.02.01.03-T05 Extract plotted values from a figure in a PDF report
原始指令
input/q3_report.pdf page 7 has Figure 3, a grouped bar chart of quarterly operating margin for 3 business units (Q1–Q4) with gridlines but no data labels. Extract the 12 values in percent and write output/fig3.csv (unit, quarter, margin_pct).
- 平台
mac· macOSwin· Windows- 应用
- Adobe Acrobat Reader · Preview
- 交互表面
desk· 桌面 GUI- GUI 需求 · 任务设定
G2· GUI 必要- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
vis· 视觉判断nav· 平移 / 缩放 / 滚动- 工作产物
WP02· 记录 / 表格- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
Values compared to the generating data: all 12 within ±0.3 pp scores full; per-value partial. The PDF embeds the chart as vector paths without text data, so text extraction gives no numbers. No Python, PDF libraries or Ghostscript are installed, so the paths cannot be parsed; values must be read from the rendered chart.
建议部分得分
33% first unit's 4 quarters; 33% second unit's 4 quarters; 34% third unit's 4 quarters (each value within ±0.3 pp)
R03.02.01.03-T06 Count server errors per service in Kibana for a fixed window
原始指令
In the Kibana sandbox (Discover/Dashboard access only), set the time range to 2025-10-12 00:00–24:00 UTC and report the number of HTTP 5xx responses per service from the 'Web Logs' dashboard, plus the service with the highest 5xx rate, in output/answer.json.
- 平台
web· 任意系统（网页）- 应用
- Kibana
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
click· 指向与点击type· 文字与表单vis· 视觉判断- 工作产物
WP12· 答案 / 决策- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
Counts per service exact vs gold; top service exact. Agent's Kibana role is denied Dev Tools and no Elasticsearch API key is issued; relative time ranges ('last 24h') produce wrong counts because data continues to stream.
建议部分得分
70% per-service counts; 30% top-rate service
R03.02.01.03-T07 Explain a KPI change with a Power BI decomposition tree
原始指令
In the published Power BI report 'Churn Drivers' (sandbox), use the Decomposition Tree to find the path (dimension values, in order of highest value split) that explains the largest share of churned MRR in September 2025, and report the path and its MRR in output/answer.json.
- 平台
web· 任意系统（网页）- 应用
- Power BI Service
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
click· 指向与点击vis· 视觉判断nav· 平移 / 缩放 / 滚动- 工作产物
WP12· 答案 / 决策- 条件
- 未声明
- 提案难度
- 4 / 5
建议验证方式
Gold path computed from data using the tree's 'High value' splits: the 3-level path exact (e.g., Plan=Pro > Region=APAC > Tenure<6m) and MRR ±1%. Export and Analyze in Excel are disabled and no Power BI REST/XMLA token is issued.
建议部分得分
60% path (20 pts per level); 40% MRR value
R03.02.01.03-T08 Answer five filter-combination questions on a Tableau dashboard
原始指令
On the sandbox Tableau Server dashboard 'Shipping Performance', answer the 5 questions in input/questions.md (e.g., late-shipment % for Corporate segment by Second Class in 2024) by setting filters and reading the highlight table. Write answers to output/answers.json.
- 平台
web· 任意系统（网页）- 应用
- Tableau Server
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
click· 指向与点击vis· 视觉判断- 工作产物
WP12· 答案 / 决策- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
Each answer compared to gold exactly as displayed (one decimal). Crosstab download disabled and no Tableau REST token is issued; filter states left on the dashboard are not graded.
建议部分得分
40% answers 1–2; 40% answers 3–4; 20% answer 5 (20 pts per answer)
R03.02.01.03-T09 Link a latency spike to the preceding deployment annotation
原始指令
In the Grafana sandbox dashboard 'Checkout', find the largest p99 latency spike in the past 7 days (fixed snapshot), the deployment annotation that preceded it, and the spike's peak value. Report {annotation_text, deploy_time, peak_ms} in output/answer.json.
- 平台
web· 任意系统（网页）- 应用
- Grafana
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
hover· 悬停与上下文nav· 平移 / 缩放 / 滚动vis· 视觉判断- 工作产物
WP12· 答案 / 决策- 条件
- 未声明
- 提案难度
- 4 / 5
建议验证方式
Annotation text and time exact; peak within ±3%. Three annotations appear near spikes; only one precedes the largest. Viewer role blocks the annotations API and panel inspect.
建议部分得分
40% correct annotation; 20% time; 40% peak value
R03.02.01.03-T10 Compute true change from a chart with a truncated axis
原始指令
The dashboard 'Weekly Signups' in the Metabase sandbox shows two bars with a y-axis starting at 9,500. Read both values (hover where needed) and report the actual percentage change and whether the visual exaggerates it, with the visual ratio of bar heights, in output/answer.json.
- 平台
web· 任意系统（网页）- 应用
- Metabase
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
hover· 悬停与上下文vis· 视觉判断- 工作产物
WP12· 答案 / 决策- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
Values exact; % change ±0.1; exaggerates true; visual height ratio ±5% of the rendered pixel ratio measured by the grader. Viewer group is denied question editing, downloads and API keys.
建议部分得分
40% values; 30% % change; 30% exaggeration ratio
R03.02.01.03-T11 Read the hottest bucket from a latency heatmap
原始指令
In the Grafana sandbox dashboard 'Queue Latency', the heatmap panel shows latency buckets over time. For 2025-10-10 between 09:00 and 10:00 UTC, report the latency bucket with the highest count, its count, and the 1-minute time slot where it occurs.
- 平台
web· 任意系统（网页）- 应用
- Grafana
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
hover· 悬停与上下文nav· 平移 / 缩放 / 滚动vis· 视觉判断- 工作产物
WP12· 答案 / 决策- 条件
- 未声明
- 提案难度
- 4 / 5
建议验证方式
Bucket bounds exact, count exact, time slot exact vs seeded data. Requires zooming the time range and hovering cells; inspect and API disabled.
建议部分得分
35% bucket; 35% count; 30% time slot
R03.02.01.03-T12 Recover series values from a stacked area chart image
原始指令
input/channel_mix.png is a stacked area chart of monthly traffic by 4 channels over 2024 with gridlines every 10k. Recover each channel's monthly values and write output/channel_mix.csv (month, channel, sessions).
- 平台
mac· macOSwin· Windows- 应用
- Preview · Image viewer
- 交互表面
desk· 桌面 GUI- GUI 需求 · 任务设定
G2· GUI 必要- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
vis· 视觉判断- 工作产物
WP02· 记录 / 表格- 条件
- 未声明
- 提案难度
- 4 / 5
建议验证方式
Compared to generating data: per value within ±1.5k scores full credit; per-month totals within ±1k. Stacked areas require subtracting layer boundaries, which naive digitizing gets wrong. No Python, OpenCV or digitizer tools are installed and network is off, so values must be read visually in the viewer.
建议部分得分
60% individual values; 25% monthly totals; 15% CSV schema
R03.02.01.03-T13 Drill into a KPI on the Power BI mobile app
原始指令
On the iOS Simulator with the Power BI mobile app signed into the sandbox tenant, open report 'Field Sales' in its phone layout, tap through the KPI 'Units vs Target' to the drill-through page, and report the three reps furthest below target in October 2025 with their gaps.
- 平台
ios· iOS/iPadOS- 应用
- Power BI Mobile
- 交互表面
mob· 移动触控- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G3· 仅 GUI- 交互原语
touch· 触控手势vis· 视觉判断- 工作产物
WP12· 答案 / 决策- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
Rep names exact and in order; gaps exact as displayed. The phone layout hides the table on desktop view. The tenant disables export and XMLA, and no Power BI API token is issued to the agent.
建议部分得分
50% correct reps in order; 50% gap values
R03.02.01.03-T14 List counties above a threshold from a choropleth map
原始指令
On the sandbox Tableau Server dashboard 'Broadband Access', the choropleth colors counties of Ohio by % households without broadband in 5 legend bins. List all counties in the top bin (≥25%) and their exact values from tooltips in output/answer.csv.
- 平台
web· 任意系统（网页）- 应用
- Tableau Server
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
hover· 悬停与上下文nav· 平移 / 缩放 / 滚动vis· 视觉判断- 工作产物
WP10· 标注- 条件
- 未声明
- 提案难度
- 4 / 5
建议验证方式
Set of counties vs gold: precision and recall; values exact as displayed. Small counties require zooming; download is disabled and no Tableau REST token is issued.
建议部分得分
70% county set F1; 30% values
R03.02.01.03-T15 Compare two dashboard snapshots and flag big KPI moves
原始指令
Dashboards 'Ops Weekly — W40' and 'Ops Weekly — W41' (Metabase snapshots) each show 18 KPIs. List every KPI that changed by more than 10% week over week with both values and the % change in output/moves.csv.
- 平台
web· 任意系统（网页）- 应用
- Metabase
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
vis· 视觉判断click· 指向与点击- 工作产物
WP02· 记录 / 表格- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
Set of flagged KPIs exact (7 expected) with values and % change ±0.1. Downloads are disabled and the agent's group is denied native SQL and API keys.
建议部分得分
60% correct KPI set; 40% values and changes
R03.02.01.03-T16 Find rows in a paginated Looker Studio table
原始指令
In the sandbox Looker Studio report 'Partner Payouts', the table shows 340 partners across pages (100 per page, sorted by name). Find the payout amounts for the 6 partner IDs in input/ids.txt and write output/answer.json.
- 平台
web· 任意系统（网页）- 应用
- Looker Studio
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
click· 指向与点击nav· 平移 / 缩放 / 滚动- 工作产物
WP12· 答案 / 决策- 条件
- 未声明
- 提案难度
- 2 / 5
建议验证方式
Six amounts exact. The report has no search control, data download is disabled, and the agent's account can view the report only, not its data source, so pagination or re-sorting is needed.
建议部分得分
34% amounts 1–2; 33% amounts 3–4; 33% amounts 5–6
R03.02.01.03-T17 Reconcile revenue between a Finance and a Sales dashboard
原始指令
The Finance Power BI report and the Sales Tableau dashboard (both sandbox, view-only) disagree on 2025 revenue. Find the month(s) where they differ, the size of each difference, and the cause shown in the dashboards' definitions or filters (e.g., refunds, timing), writing output/recon.json.
- 平台
web· 任意系统（网页）- 应用
- Power BI Service · Tableau Server
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
click· 指向与点击hover· 悬停与上下文vis· 视觉判断- 工作产物
WP12· 答案 / 决策- 条件
multiapp· 多应用- 提案难度
- 5 / 5
建议验证方式
Gold: two months differ (refund timing and an excluded channel). Grader checks months exact, differences ±0.5%, cause category exact for each. Exports, Analyze in Excel and crosstab downloads are disabled and no Power BI or Tableau API token is issued, so values and definitions must be read in the browser.
建议部分得分
40% months; 30% differences; 30% causes
R03.02.01.03-T18 Pinpoint the exact timestamp of a metric minimum
原始指令
In the Grafana sandbox dashboard 'Fleet Battery', find the exact minute (UTC) when vehicle V-2271's state of charge reached its minimum during 2025-10-08, and the value. The panel defaults to a 30-day range with downsampling.
- 平台
web· 任意系统（网页）- 应用
- Grafana
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
nav· 平移 / 缩放 / 滚动hover· 悬停与上下文vis· 视觉判断- 工作产物
WP12· 答案 / 决策- 条件
- 未声明
- 提案难度
- 4 / 5
建议验证方式
Minute and value exact vs raw data. At the default range downsampling hides the true minimum, so the agent must zoom in until 1-minute resolution. Viewer role lacks Explore and no Grafana API token or datasource credentials are issued, so raw points come only via the panel.
建议部分得分
60% timestamp; 40% value
R03.02.01.03-T19 Decline to invent a metric the dashboard does not show
原始指令
A manager asks: 'What was our net revenue retention for Q3 from the Customer Health dashboard?' The sandbox Metabase dashboard shows gross churn, expansion MRR and logo retention but not NRR or starting MRR. Answer in output/answer.json.
- 平台
web· 任意系统（网页）- 应用
- Metabase
- 交互表面
brow· 浏览器- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
vis· 视觉判断click· 指向与点击- 工作产物
WP12· 答案 / 决策- 条件
clarify· 需要澄清- 提案难度
- 3 / 5
建议验证方式
Pass if the answer states NRR is not shown and cannot be computed from the visible values (starting MRR missing), names the closest available metrics with their Q3 values exactly, and gives no fabricated NRR number. Agent's Metabase group is denied native SQL and data-model access and gets no API key, so starting MRR cannot be pulled from the DB.
建议部分得分
50% no fabricated value + correct reason; 50% nearest metrics with values
R03.02.01.03-T20 Fill a 25-field weekly ops review from four dashboards
原始指令
Fill input/ops_review_template.xlsx (25 fields: uptime, p95s, incident counts, revenue, conversion, NPS, backlog) for week 41 using the sandbox Grafana, Kibana, Power BI and Metabase dashboards (view-only, exports disabled). Save to output/ops_review_w41.xlsx.
- 平台
web· 任意系统（网页）- 应用
- Grafana · Kibana · Power BI Service · Metabase · Excel
- 交互表面
brow· 浏览器desk· 桌面 GUI- GUI 需求 · 任务设定
G3· 仅 GUI- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
click· 指向与点击hover· 悬停与上下文vis· 视觉判断multi· 跨应用- 工作产物
WP02· 记录 / 表格- 条件
multiapp· 多应用long· 长流程- 提案难度
- 5 / 5
建议验证方式
Each field compared to gold with per-field tolerance (exact for counts, ±1% for rates). Template structure unchanged. Exports are disabled on all four dashboards and no Grafana, Kibana, Power BI or Metabase API token is issued, so values must be read from the dashboards in the browser.
建议部分得分
32% fields 1–8; 32% fields 9–16; 36% fields 17–25 (4 pts per field)
已有研究映射
以下沿用研究目录中的基准与小类映射，不是逐题标注、执行记录或产品背书。