Docs: added new section for beginner analysts

[amandaha8]

Overall Description

A new section will be added to the Docs, which contains tutorials for analysts who are new to Python.

Checklist for all PRs

• Run pre-commit run --all-files to make sure markdown/lint passes

Docs changes checklist

• [X ] If you haven't already, review the Contribute to the Docs section of the data services documentation for best practices, common formatting, and more
• Make sure the preview website was able to be generated
• Fill out the following section describing what docs were added/updated

This PR adds a new section called analytics_new_analysts in order to go over some of the pandas and geopandas skills analysts can expect to use.

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[tiffanychu90]

@amandaha8: Couple notes for docs:

1. Check pages, 2 sets of next / previous arrows. I saw it on Data Analysis Intro / Intermediate, Data Analysis Intermediate, Spatial Analysis Basics / Intro / Intermediate / Advanced. Jupyterbook may have a way to add those navigation buttons already.
   2 Data Analysis Intro

• GCS section: can you add a sentence + link to the page where we talk about credentials for GCS

3. Data Management:

• Some of the hyperlinks to jump down from the top bullet points don't work.
• Misspellings: "numerous isses", "topolgical", "forumlas", "ie, Number" to be i.e. Number, "aggegrated queries"

4. Geospatial Analysis: Basics

• Use of my-geojson.parquet could be my-geoparquet.parquet or my-parquet.parquet to be more aligned with how other examples given
• Capitalize EPSG for epsg:WGS84. Do this for all spatial pages.
• Misspellings: "Califonia"

5. Spatial Analysis Intro

• Outdated syntax for spatial join appears a couple times: join = gpd.sjoin(locations, gdf, how = 'inner', op = 'intersects'). See geopandas docs.

6. Spatial Analysis Intermediate

• Use gpd.points_from_xy() instead of geopandas, since prior line is gpd. Also, update the syntax to be gdf.to_crs("EPSG:2965")

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[amandaha8]

@tiffanychu90 I made all the changes except the link to GCS in data-management page. For some reason the link doesn't work, so I'll will ask you during our one on one.

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[tiffanychu90]

@tiffanychu90 I made all the changes except the link to GCS in data-management page. For some reason the link doesn't work, so I'll will ask you during our one on one.

Took a quick look. You'll notice when you scroll and use the "table of contents" sidebar, the header is tagged with #gcs, but in the bullet points, it's #GCS. Fixing that should allow it to find the right hyperlink within the page.

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[amandaha8]

@tiffanychu90 I made all the changes except the link to GCS in data-management page. For some reason the link doesn't work, so I'll will ask you during our one on one.

Took a quick look. You'll notice when you scroll and use the "table of contents" sidebar, the header is tagged with #gcs, but in the bullet points, it's #GCS. Fixing that should allow it to find the right hyperlink within the page.

My bad. It's fixed now!

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[charlie-costanzo]

Thank you so much!!