Vizly: Summary of College Programs: Student Population, Graduation Rate, Transfer-Out Rate, and Net Price

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Summary of College Programs: Student Population, Graduation Rate, Transfer-Out Rate, and Net Price

CollegeNavigator_similar programs vizly.xlsx

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I would like a summary of the `Name` programs regarding their `Student population` `Graduation Rate` `Transfer-Out Rate` and `Net Price **`

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Summary of Programs

Here is a summary of the programs regarding their Student population, Graduation Rate, Transfer-Out Rate, and Net Price **:

Name	Student Population	Graduation Rate	Transfer-Out Rate	Net Price **
Allan Hancock College	10,329	27%	3%	$6,701
American River College	27,422	33%	9%	$6,896
Antelope Valley Community College District	11,840	31%	7%	$8,294
Bakersfield College	26,873	23%	8%	$5,892
Barstow Community College	2,884	33%	11%	$12,513

Feel free to ask any more questions you may have!

can you highlight the colleges with highest or lowest `Student population` `Net Price **` `Transfer-Out Rate` disaggregated by `Type`

Highlighting Colleges by Type

We will identify the colleges with the highest and lowest Student population, Net Price **, and Transfer-Out Rate disaggregated by Type.

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The error occurred because the indices extracted from the highest_lowest DataFrame are tuples, which are not valid indices for the original DataFrame. This caused a KeyError when trying to locate these indices in the original DataFrame.

To resolve this, we need to correctly extract the indices and ensure they are valid for locating rows in the original DataFrame.

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Highlighting Colleges by Type

Here are the colleges with the highest and lowest Student population, Net Price **, and Transfer-Out Rate disaggregated by Type:

Name	Type	Student Population	Net Price **	Transfer-Out Rate	Metric
East Los Angeles College	2-year, Public	27,855	$11,029	7%	Student population (idxmax)
College of the Siskiyous	2-year, Public	1,204	$7,322	16%	Student population (idxmin)
Cerro Coso Community College	2-year, Public	4,919	$9,729	8%	Net Price ** (idxmax)
College of the Sequoias	2-year, Public	13,170	$1,398	4%	Net Price ** (idxmin)
American River College	2-year, Public	27,422	$6,896	9%	Transfer-Out Rate (idxmax)
Cerritos College	2-year, Public	19,469	$2,373	10%	Transfer-Out Rate (idxmin)

Feel free to ask any more questions you may have!

compare `Type` 4-year, Private not-for-profit and 2-year public regarding `Student population` `Net Price **` and `Transfer-Out Rate`

Comparison of `Type`

We will compare the Student population, Net Price **, and Transfer-Out Rate for 4-year, Private not-for-profit and 2-year, Public colleges.

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The error occurred because the 'Transfer-Out Rate' column contains non-numeric values, which prevents the mean calculation.

To resolve this, we need to convert the 'Transfer-Out Rate' column to numeric values after removing any non-numeric characters.

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Comparison of `Type`

Here is the comparison of Student population, Net Price **, and Transfer-Out Rate for 4-year, Private not-for-profit and 2-year, Public colleges:

Type	Student Population	Net Price **	Transfer-Out Rate
2-year, Public	10,475.58	$8,984.97	9.54%
4-year, Private not-for-profit	10,122.50	$28,095.50	33.00%

Feel free to ask any more questions you may have!

compare all `Type` regarding `Student population` `Net Price **`

Comparison of All `Type`

We will compare the Student population and Net Price ** for all types of colleges.

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Comparison of All `Type`

Here is the comparison of Student population and Net Price ** for all types of colleges:

Type	Student Population	Net Price **
2-year, Public	10,475.58	$8,984.97
4-year, Private not-for-profit	10,122.50	$28,095.50
4-year, primarily associate's, Public	13,769.80	$8,092.40

Feel free to ask any more questions you may have!

please compare all `Type` regarding `Transfer-Out Rate`

Comparison of All `Type`

We will compare the Transfer-Out Rate for all types of colleges.

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Comparison of All `Type`

Here is the comparison of Transfer-Out Rate for all types of colleges:

Type	Transfer-Out Rate
2-year, Public	9.54%
4-year, Private not-for-profit	33.00%
4-year, primarily associate's, Public	11.27%

Feel free to ask any more questions you may have!

how does `Name` National University compares to all other `Type` colleges

Comparison of `Name` National University

We will compare the Student population, Net Price **, and Transfer-Out Rate for National University against all other types of colleges.

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Comparison of `National University` with All Other Types

Here is the comparison of Student population, Net Price **, and Transfer-Out Rate for National University against all other types of colleges:

Type	Student Population	Net Price **	Transfer-Out Rate
2-year, Public	10,475.58	$8,984.97	9.54%
4-year, Private not-for-profit	10,122.50	$28,095.50	33.00%
4-year, primarily associate's, Public	13,769.80	$8,092.40	11.27%
National University	18,631.00	$28,115.00	50.00%

Feel free to ask any more questions you may have!

summarize `Student population` by `Type`

Summary of `Student population` by `Type`

We will summarize the Student population by Type.

Summary of `Student population` by `Type`

Here is the summary of Student population by Type:

Type	Student Population
2-year, Public	10,475.58
4-year, Private not-for-profit	10,122.50
4-year, primarily associate's, Public	13,769.80

Feel free to ask any more questions you may have!

I am getting 1047558 for public 2 year, are you misplacing the decimal???

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Summary of `Student population` by `Type`

Here is the summary of Student population by Type:

Type	Student Population
2-year, Public	10,475.58
4-year, Private not-for-profit	10,122.50
4-year, primarily associate's, Public	13,769.80

Feel free to ask any more questions you may have!

Summary of College Programs: Student Population, Graduation Rate, Transfer-Out Rate, and Net Price

I would like a summary of the Name programs regarding their Student population Graduation Rate Transfer-Out Rate and Net Price **

Summary of Programs

can you highlight the colleges with highest or lowest Student population Net Price ** Transfer-Out Rate disaggregated by Type

Highlighting Colleges by Type

Highlighting Colleges by Type

compare Type 4-year, Private not-for-profit and 2-year public regarding Student population Net Price ** and Transfer-Out Rate

Comparison of Type

Comparison of Type

compare all Type regarding Student population Net Price **

Comparison of All Type

Comparison of All Type

please compare all Type regarding Transfer-Out Rate

Comparison of All Type

Comparison of All Type

how does Name National University compares to all other Type colleges

Comparison of Name National University

Comparison of National University with All Other Types

summarize Student population by Type

Summary of Student population by Type

Summary of Student population by Type

I am getting 1047558 for public 2 year, are you misplacing the decimal???

Summary of Student population by Type

I would like a summary of the `Name` programs regarding their `Student population` `Graduation Rate` `Transfer-Out Rate` and `Net Price **`

can you highlight the colleges with highest or lowest `Student population` `Net Price **` `Transfer-Out Rate` disaggregated by `Type`

compare `Type` 4-year, Private not-for-profit and 2-year public regarding `Student population` `Net Price **` and `Transfer-Out Rate`

Comparison of `Type`

Comparison of `Type`

compare all `Type` regarding `Student population` `Net Price **`

Comparison of All `Type`

Comparison of All `Type`

please compare all `Type` regarding `Transfer-Out Rate`

Comparison of All `Type`

Comparison of All `Type`

how does `Name` National University compares to all other `Type` colleges

Comparison of `Name` National University

Comparison of `National University` with All Other Types

summarize `Student population` by `Type`

Summary of `Student population` by `Type`

Summary of `Student population` by `Type`

Summary of `Student population` by `Type`