1. Question 1

Seaborn is based on Matplotlib.

• ✅ True

• ❌ False

Explanation:
Seaborn is a high-level interface built on top of Matplotlib.

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2. Question 2

Default map style in Folium:

• ✅ Open Street Map

• ❌ Stamen Terrain

• ❌ Stamen Toner

• ❌ Arial

Explanation:
Folium loads OpenStreetMap tiles by default.

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3. Question 3

Initial zoom level code in Folium:

• ✅ zoom_start=parameter

• ❌ {zoom_start} parameter

• ❌ (zoom_start) parameter

• ❌ zoom-start parameter

Explanation:
Example: folium.Map(location=[lat,lon], zoom_start=10)

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4. Question 4

Parameter specifying center latitude & longitude:

• ❌ Geographic

• ❌ Destination

• ❌ Navigation

• ✅ Location

Explanation:
location=[lat,lon] sets map center.

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5. Question 5

Represent specific locations / points of interest:

• ❌ Zoom function

• ✅ Markers

• ❌ Locations

• ❌ Navigation

Explanation:
Folium markers show clickable location icons.

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6. Question 6

Choropleth map type:

• ❌ Open Street Map

• ✅ Thematic

• ❌ Stamen Toner

• ❌ Stamen Terrain

Explanation:
Choropleths show thematic data by color shading.

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7. Question 7

Folium is a _______ library:

• ❌ Choropleth

• ❌ Folium

• ✅ Python

• ❌ Data

Explanation:
Folium is a Python library for interactive maps.

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8. Question 8

Choropleth requires GeoJSON file.

• ✅ True

• ❌ False

Explanation:
GeoJSON provides boundary shapes for regions.

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9. Question 9

Specialized plot types in Seaborn (Select two):

• ❌ Bar plot

• ✅ Regression plot

• ✅ Categorical plot

• ❌ Pie plot

Explanation:
Seaborn offers specialized high-level plots such as regression and categorical visuals.

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10. Question 10

Charts representing categorical data as square tiles:

• ✅ Waffle charts

• ❌ Line charts

• ❌ Bar charts

• ❌ Pie charts

Explanation:
Waffle charts display categories as grids of squares.

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🧾 SUMMARY TABLE

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