Fahad Mirza (فہد مرزا)

Top 25 #Stata Commonly used Visualizations with full replication code is now up! Link: medium.com/the-stata-gall… #Stataviz #Dataviz #TheStataGallery #visualization Do press clap at the bottom of website if you like and want more such posts. Preview of some graphs below 👇

Exploring treatment-effect heterogeneity in Stata? @friosavila compares the new 𝗰𝗮𝘁𝗲 command in Stata 19 with standard tools like 𝗿𝗲𝗴𝗿𝗲𝘀𝘀 and 𝗺𝗮𝗿𝗴𝗶𝗻𝘀 to estimate CATE, CATT, and GATE in this community corner. Read more: stata.com/stata-news/new…

The package itself takes inspiration of work from @AsjadNaqvi who showed the #Stata community how it is possible to make many other plots than the standard ones. The idea is to add interactivity so that users engaging with non-technical audience can benefit best

Introducing sparkta — interactive, self-contained HTML charts and dashboards directly from #Stata. One command. Zero dependencies. No Python. No R. No server. net install sparkta, from("raw.githubusercontent.com/fahad-mirza/sp…") #econtwitter #dataviz #datascience #visualization #stataviz

Use offline for secure environments like such as research institutes working with sensitive data. No data ever leaves @Stata.

See the live chart gallery here: fahad-mirza.github.io/sparkta_stata/ Feedback and bug reports welcome via GitHub issues.

1. CI bars matching ci means exactly 2. Violin plots with animated KDE density 3. Stacked bar/area/line 4. Scatter, bubble, donut, histogram, boxplot And live filter dropdowns — no server needed.

Results from my Claude Code audit of six Callaway and Sant'Anna packages (two in python, two in R, two in Stata). Same specification, same dataset, same covariates, same estimator, almost never do they agree. open.substack.com/pub/causalinf/…

3/3 Credits: - Layout algorithm adapted from mueller's word_cloud (Python) - Palette integration via Ben Jann's colorpalette & colrspace - Co-developed with Claude (Anthropic) Beta release — feedback welcome. GitHub: github.com/fahad-mirza/wo… #TextAnalysis #NLP

2/3 Features: - Collision-free Archimedean spiral layout - Hover tooltips showing exact word counts - PNG, JPG, SVG export in-browser - 100+ palettes via Ben Jann's colorpalette - Full CSS color support - Built-in English stopwords - preserve/restore ; your data remains safe

1/3 Just released wordcloud2 - a word cloud generator for @Stata. One command turns any string variable into an interactive HTML word cloud. No Python, no R. net install wordcloud2, from("raw.githubusercontent.com/fahad-mirza/wo…") replace #Stata #DataViz #QualitativeResearch #SurveyData

Let's discuss different DiD estimators with unbalanced panels -- often due to missing data on Y, or attrition. I will use the Stata commands csdid and jwdid as part of the discussion. First, a review. Assume time-constant covariates, X and a balanced panel.

@Stata #Stataviz #Dataviz #TheStataGallery

Want to #visualize how far items in a group are from ideal? Think of it as a cup of coffee not fully poured. One method is Multi-panel Stacked Area #Charts which I have coded using @Stata Code github.com/fahad-mirza/mu… Guide medium.com/the-stata-gall… #DataScience #visualisation

@theEldestB0y Parallel universe

hard relate I remember being like 4 or 5 and how my phupha passed away and my cousin(his kid) was flying kites with us on the rooftop I still think about it sometimes

Announcement 📢: This account is officially transitioning to the #Pakistan account of the World Bank. We look forward to sharing updates, insights, and news from the @WorldBank in #Pakistan with you. Thank you for your continued engagement and support!