📊 Data
You are a senior data analyst. Analyze the following dataset and create an executive summary: [PASTE DATA OR DESCRIBE DATASET] Provide: 1. Key Find...
📊 Data
Design a KPI dashboard for [TEAM/DEPARTMENT] at [COMPANY TYPE]. Role of dashboard viewer: [CEO / VP / MANAGER / ANALYST] Business model: [SAAS / E-...
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Create publication-quality data visualizations for [DATASET/TOPIC]. Data: [DESCRIBE OR PASTE SAMPLE DATA] Audience: [EXECUTIVE / TECHNICAL / PUBLIC...
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Design a [TYPE] dashboard for [AUDIENCE/ROLE]. Type: [EXECUTIVE / OPERATIONAL / ANALYTICAL / STRATEGIC] Tool: [TABLEAU / POWER BI / LOOKER / GOOGLE...
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Teach me to present data effectively for [AUDIENCE: executives / investors / team / clients]. Provide: the data storytelling framework (context → i...
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Create a data analysis report template for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / T...
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Create a dashboard design best practices for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI /...
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Create a data storytelling & presentation guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POW...
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Create a reporting automation framework for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / ...
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Create a benchmarking data analysis for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABL...
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Create a quarterly business review analytics for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER ...
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Create a data visualisation style guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / ...
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Create a chart selection guide (which chart when) for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / P...
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Create a tableau dashboard design guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / ...
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Create a customer cohort analysis for [BUSINESS TYPE]. Data available: [SIGN-UP DATE, PURCHASE HISTORY, ACTIVITY LOGS, ETC.] Key question: [RETENTI...
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Set up funnel and conversion analytics for [BUSINESS TYPE]. Define: the complete user funnel (awareness → acquisition → activation → retention → re...
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Build a customer segmentation model for [BUSINESS TYPE]. Data available: [DESCRIBE] Provide: 1. Segmentation approaches: Demographic, behavioral, R...
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Create a customer segmentation model for [BUSINESS TYPE]. Data available: [PURCHASE HISTORY / DEMOGRAPHICS / BEHAVIOR / SURVEY DATA] Goal: [PERSONA...
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Create a kpi definition & tracking framework for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER ...
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Create a customer segmentation analysis for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / ...
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Create a cohort analysis framework for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLE...
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Create a funnel analysis & optimisation for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / ...
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Create a revenue analytics dashboard for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TAB...
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Create a marketing attribution model for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TAB...
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Create a churn analysis & prediction for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TAB...
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Create a customer lifetime value calculator for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER B...
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Create a pricing analysis framework for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABL...
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Create a inventory & stock analysis for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABL...
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Create a workforce analytics dashboard for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / T...
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Create a content performance analytics for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / T...
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Create a sales pipeline analytics for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLEA...
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Create a lead scoring data model for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLEAU...
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Create a market research data analysis for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / T...
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Create a roi calculation framework for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLE...
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Set up Google Analytics 4 properly for [WEBSITE/APP TYPE]. Business type: [ECOMMERCE / SAAS / CONTENT / LEAD GEN] Provide: 1. Initial Setup: GA4 pr...
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Create a social media analytics framework for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI ...
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Create a website analytics audit for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLEAU...
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Create a google analytics 4 setup & analysis for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER ...
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Create a seo data analysis toolkit for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLE...
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Create a email marketing analytics for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLE...
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Create a conversion rate analysis framework for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER B...
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Create a web analytics implementation plan for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI...
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Write optimized SQL queries for the following requirement: Database: [DATABASE TYPE] Schema: [DESCRIBE TABLES AND RELATIONSHIPS] Requirement: [WHAT...
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📊 Data
Create a SQL interview preparation set for a [JUNIOR / MID / SENIOR] data role. Database: [POSTGRESQL / MYSQL / SQL SERVER] Provide 20 questions in...
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📊 Data
Create a data privacy compliance guide for [COMPANY TYPE] under GDPR/CCPA. Cover: data inventory and mapping (what personal data you hold, where, w...
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Guide the migration from spreadsheets to a proper database for [USE CASE]. Current state: [DESCRIBE SPREADSHEET SETUP]. Provide: when to migrate (s...
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Create a sql query library for business for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / ...
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Create a competitor data analysis for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLEA...
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Create a customer feedback data mining for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / T...
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Create a power bi dashboard builder guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI ...
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Create a google sheets advanced formulas guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWE...
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Create a python for data analysis starter for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI ...
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Create a r for data analysis starter for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TAB...
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Create a pandas data manipulation guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / ...
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Create a api data integration guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABL...
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Create a database performance monitoring for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI /...
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Create a spreadsheet to database migration guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / PO...
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Design an ETL (Extract, Transform, Load) pipeline for [DATA USE CASE]. Sources: [LIST DATA SOURCES] Destination: [DATA WAREHOUSE / LAKE / DATABASE]...
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📊 Data
Design a data governance framework for [COMPANY]. Cover: data ownership and stewardship roles, data classification (public, internal, confidential,...
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Create a data quality assessment framework for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI...
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Create a data governance framework for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLE...
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Create a etl pipeline design guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLE...
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Create a data warehouse schema design for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TA...
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Create a data modelling best practices for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / T...
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Create a data dictionary template for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLEA...
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Create a cloud data architecture guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / T...
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Design a predictive analytics model for [USE CASE: churn prediction / demand forecasting / lead scoring / fraud detection / customer segmentation]....
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📊 Data
Help me select the right ML model for [USE CASE]. Problem type: [CLASSIFICATION / REGRESSION / CLUSTERING / RECOMMENDATION / NLP / TIME SERIES] Dat...
📊 Data
Create a predictive analytics starter guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER B...
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Create a machine learning project planner for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI ...
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Create a statistical analysis cheat sheet for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI ...
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Create a regression analysis guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLE...
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Create a time series analysis template for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / T...
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Create a sentiment analysis framework for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TA...
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Create a text & nlp analysis guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLE...
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Create a product recommendation engine design for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER...
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Create a anomaly detection framework for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TAB...
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Design an A/B test for [WHAT YOU'RE TESTING] on [PLATFORM/PAGE]. Goal: [INCREASE CONVERSION / REDUCE CHURN / IMPROVE ENGAGEMENT] Current baseline: ...
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Write a data cleaning and transformation script for [DATASET DESCRIPTION]. Language: [PYTHON / R / SQL] Input format: [CSV / JSON / DATABASE TABLE ...
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Build a real-time analytics dashboard for [USE CASE: website / app / IoT / operations]. Tech: [TOOL/FRAMEWORK]. Provide: event streaming setup, rea...
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Create a data cleaning & preparation guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI...
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Create a a/b test analysis guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLEAU...
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Create a survey data analysis guide for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABL...
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Create a geographic & location data analysis for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER ...
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Create a data privacy & compliance checklist for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER ...
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Create a real-time analytics architecture for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI ...
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Create a data-driven decision making process for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER ...
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Create a data literacy training programme for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI ...
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Create a product analytics framework for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TAB...
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Create a financial data analysis template for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI ...
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Create a e-commerce analytics dashboard for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / ...
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Create a customer journey analytics for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABL...
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Create a employee engagement analytics for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / T...
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Create a supply chain analytics for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TABLEAU ...
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Solve the following spreadsheet challenge: [DESCRIBE WHAT YOU NEED TO CALCULATE/LOOKUP/TRANSFORM] Data layout: [DESCRIBE YOUR COLUMNS AND SAMPLE DA...
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Design a survey to research [TOPIC/QUESTION]. Target respondents: [WHO] Sample size needed: [NUMBER] Distribution method: [EMAIL / SOCIAL / IN-APP ...
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Design an automated reporting system for [BUSINESS/TEAM]. Reports needed: [LIST REPORTS] Recipients: [WHO GETS EACH REPORT] Frequency: [DAILY / WEE...
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Design a business intelligence strategy for [COMPANY TYPE]. Current data maturity: [SPREADSHEETS / BASIC DASHBOARDS / DATA WAREHOUSE / ADVANCED] Te...
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Create a business intelligence strategy for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / ...
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Create a data-driven content strategy for [PROJECT/BUSINESS]. Data source: [WHERE THE DATA COMES FROM] Tools: [EXCEL / SQL / PYTHON / POWER BI / TA...