Data analysis, Visualization and GIS mapping & Analysis
I have been offering consulting services in the field of Research & Data analytics and have total about 8 years of experience. I have led M & E portfolio in the most of the project. I am proficient in formulating statistically sound research design (tool design & validation, sampling & estimation/estimation method), followed by data processing, analysis & visualization. I have strong hold on analytical software like SPSS, R, Excel, QGIS. To name a few, Inferential statistics, modelling, spatial analysis, psychometry analysis.
I can help you with
1) Data cleaning, merging, coding, wrangling - anything
2) Data analysis (R, SPSS, MS Excel)
- Descriptive statistics
- Complex cross-tabulation
- Analysis of Multiple choice question
- Correlation analysis
- Inferential statistics (T, ANOVA, Chi-square)
- General Linear models
- Linear and non-linear prediction models/ Regression analysis
- Cluster analysis
- Reliability analysis
- Factor analysis
- Structured equation modelling (SEM)
- Item count theory,
- Rasch Modelling
- Survival analysis
- etc.
3) Data visualization (R, SPSS, MS Excel)
- Bar/histograms
- Line, line with CI
- Scatter plot
- Desnity plots
- Box/Errro plot
- Maps
- Mixed or customized plot as per requirement
4) GIS (QGIS)
- Georeferencing
- Tracing
- Lat long to Points
- Distribution map based on a value/location
- Hotspot/Density map
- Spatial clustering (Moran's I, LISA)
- Vector operations (non-exhaustive list)
- Raster operations (non-exhaustive list)
- Spatial analysis (autocorrelation, interpolation, extrapolation etc)
- Etc.
You may also review my FIVERR Profile: https://www.fiverr.com/partht77?up_rollout=true
Work Terms
Can be discussed upon reviwing the period of engagement and efforts required
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