Expert Statistical Analysis of Social and Environmental Survey

Expert Statistical Analysis of Social and Environmental SurveyExpert Statistical Analysis of Social and Environmental Survey

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Kunal Khatri

• May 1

This project involved statistical revision and analysis of a Social and Environmental Science survey dataset containing responses from 325 participants. The aim was to examine awareness levels, environmental attitudes, community participation, and socio-demographic influences on sustainable behavior.

Advanced statistical techniques were used to clean the data, validate responses, generate meaningful insights, and prepare publication-quality outputs including tables, graphs, interpretations, and discussion sections.

Data Science Research Statistics R Python IBM SPSS

Geethasree Naguboina

pro

• May 6

Title: Your data is not the problem. The structure is.

Most business owners I speak to are not short on data.

They have spreadsheets. Exports. Reports sent every month. Numbers sitting in three different files that nobody looks at after the first week.

The real problem is not missing data — it is data that cannot be read quickly enough to change a decision.

A 5,000 row export tells you nothing at a glance. But a single dashboard showing revenue by channel, top performing SKU, and pending payments — that changes how a founder spends the next hour.

I have seen this pattern across CA firms, D2C brands, and small businesses. The data exists. The structure does not.

Clean structure means: One place for all numbers Metrics linked to actual decisions Flags that tell you when something needs attention — not just what the current state is

If your data lives in scattered sheets and nobody is acting on it, the issue is not the data. It is the system around it.

That is exactly what I fix.

Data Visualization Data Analysis Microsoft Excel Google Sheets businessintelligence exceldashboard datastructure

Vincent Pasili

pro

• May 7

Great definition of your niche!

Manoj Rajput

• May 6

Carbon Credit Exchange App With increasing global focus on climate action, carbon credit exchange apps can become digital climate marketplaces, enabling billions of dollars to flow into environmental projects while helping organizations transition toward net-zero emissions.