Post📊 𝗦𝗤𝗟 vs 𝗣𝗮𝗻𝗱𝗮𝘀 vs 𝗘𝘅𝗰𝗲𝗹 — 𝗦𝗮𝗺𝗲 𝗟𝗼𝗴𝗶𝗰, 𝗗𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁 𝗧𝗼𝗼𝗹𝘀

📊 𝗦𝗤𝗟 vs 𝗣𝗮𝗻𝗱𝗮𝘀 vs 𝗘𝘅𝗰𝗲𝗹 — 𝗦𝗮𝗺𝗲 𝗟𝗼𝗴𝗶𝗰, 𝗗𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁 𝗧𝗼𝗼𝗹𝘀 🔹 Select → SELECT | df[['col']] | FILTER() 🔹 Filter → WHERE | df[condition] | IF() 🔹 Group → GROUP BY | groupby() | Pivot Table 🔹 Join → JOIN | merge() | XLOOKUP() 🔹 Sort → ORDER BY | sort_values() | SORT() 🔹 Remove Duplicates → DISTINCT | drop_duplicates() | UNIQUE() 🔹 Conditional Logic → CASE WHEN | np.where() | IF() 💡 Learn the data concepts once, and you can work across any tool efficiently 🚀