Data Processing: Renaming Columns in Excel Data

May 20, 2025, 4:20 PM

consented_respondents.xlsx

Missing file

Rename the variable called ""What stood out to you the most about the clip you just watched? For example, you could share your overall impressions, a particular moment, or anything else you noticed or felt.

You can write your response in this box OR audio record your response by using the buttons below." to "stood_out"
The column has been successfully renamed to stood_out. If you have any other questions or need further assistance, feel free to ask!

Can you show a summary of the stood_out responses?

It seems that the column was not renamed correctly. Let's try renaming it again to stood_out and then provide a summary of the responses.
The summary of the stood_out responses is as follows:
  • Count: 1264 responses
  • Unique: 1196 unique responses
  • Most Frequent Response: "-99" (appears 66 times)
If you have any more questions or need further analysis, feel free to ask!

Rename the column "What are your impressions of or reactions to the characters or people in the film clip that you just watched?

Please share your thoughts on as many or few of the characters as you'd like in your response. Again, you can write your response or record it." to "character_impressions"

how many missing values are there in character_impressions?

The character_impressions column has 739 missing values. If you have any more questions or need further analysis, feel free to ask!

how many missing values are there in the stood_out column?

rename the column "Who did you identify with, and why?

If there were multiple people you identified with, please describe briefly why for each one by writing or recording your response." to identified_with

How many missing values are there in the identified_with column?

The identified_with column has 1277 missing values. If you have any more questions or need further analysis, feel free to ask!

How many responses are there in the identified_with column

There are 707 responses in the identified_with column. If you have any more questions or need further analysis, feel free to ask!

how many unique responses are there in the identified_with column

There are 661 unique responses in the identified_with column. If you have any more questions or need further analysis, feel free to ask!

Rename the column labeled Did you identify with any of the people in the film? as identify_closed

How many missing values are in the identify_closed column?

What are the unique values in the identify_closed column?

The unique values in the identify_closed column are:
  • 1.0
  • 2.0
  • 3.0
  • 4.0
  • -99.0 (which might represent a special case or missing data)
If you have any more questions or need further analysis, feel free to ask!

how many responses of -99 are there in the identify_with column

There are 2 responses with the value -99 in the identify_closed column. If you have any more questions or need further analysis, feel free to ask!

Rename the variable "Why do you think you didn't identify with anyone in the film clip?

Please write or record your response." to why_not_identify

Rename these variables to be simpler:

"To what degree do each of the following statements describe your experience with any of the people or characters in the film clip?
With at least one of the characters in the film. . . - I felt involved in their experiences."
"To what degree do each of the following statements describe your experience with any of the people or characters in the film clip?
With at least one of the characters in the film. . . - At moments, I felt I knew what they were feeling."
"To what degree do each of the following statements describe your experience with any of the people or characters in the film clip?
With at least one of the characters in the film. . . - At moments, I felt I knew what they were experiencing."
"To what degree do each of the following statements describe your experience with any of the people or characters in the film clip?
With at least one of the characters in the film. . . - I found I could easily identify with them."
"To what degree do each of the following statements describe your experience with any of the people or characters in the film clip?
With at least one of the characters in the film. . . - I found it easy to understand their perspective."
"To what degree do each of the following statements describe your experience with any of the people or characters in the film clip?
With at least one of the characters in the film. . . - I found them interesting."
The columns have been successfully renamed to simpler names:
  • involved_experiences
  • knew_feelings
  • knew_experiences
  • easily_identify
  • understand_perspective
  • found_interesting
If you have any more questions or need further analysis, feel free to ask!

Rename these variables to be simpler:

"To what degree do each of the following statements describe your experience with any of the people or characters in the film clip?
With at least one of the characters in the film. . . - I found them memorable."
"To what degree do each of the following statements describe your experience with any of the people or characters in the film clip?
With at least one of the characters in the film. . . - They reminded me in some ways of myself."
"To what degree do each of the following statements describe your experience with any of the people or characters in the film clip?
With at least one of the characters in the film. . . - They reminded me in some ways of someone I know."
The columns have been successfully renamed to simpler names:
  • found_memorable
  • reminded_of_myself
  • reminded_of_someone
If you have any more questions or need further analysis, feel free to ask!

Rename the variable called "Was there anyone in the film clip who seemed trustworthy to you?" to anyone_trustworthy

The column "Was there anyone in the film clip who seemed trustworthy to you?" has been successfully renamed to anyone_trustworthy.
If you have any more questions or need further analysis, feel free to ask!

rename the variable called "Who seemed trustworthy to you, and why?

Please describe briefly below by writing or recording. If there were multiple people who seemed trustworthy, please briefly describe your thinking for each." to who_trustworthy
The column "Who seemed trustworthy to you, and why? Please describe briefly below by writing or recording. If there were multiple people who seemed trustworthy, please briefly describe your thinking for each." has been successfully renamed to who_trustworthy.
If you have any more questions or need further analysis, feel free to ask!

Rename the variable called "Why didn't anyone seem trustworthy to you? Or what about them seemed not trustworthy?

Please describe briefly below by writing or recording." to why_not_trustworthy
The column "Why didn't anyone seem trustworthy to you? Or what about them seemed not trustworthy? Please describe briefly below by writing or recording." has been successfully renamed to why_not_trustworthy.
If you have any more questions or need further analysis, feel free to ask!

Rename these variables to be simpler:

"How much do you agree or disagree with the following statements?
In general, the people in this film clip seemed . . . - Competent"
"How much do you agree or disagree with the following statements?
In general, the people in this film clip seemed . . . - Warm"
"How much do you agree or disagree with the following statements?
In general, the people in this film clip seemed . . . - Authentic"
"How much do you agree or disagree with the following statements?
In general, the people in this film clip seemed . . . - Fake"
"How much do you agree or disagree with the following statements?
In general, the people in this film clip seemed . . . - Arrogant"
"How much do you agree or disagree with the following statements?
In general, the people in this film clip seemed . . . - Likeable"
"How much do you agree or disagree with the following statements?
In general, the people in this film clip seemed . . . - Approachable"
"How much do you agree or disagree with the following statements?
In general, the people in this film clip seemed . . . - Authoritative"
"How much do you agree or disagree with the following statements?
In general, the people in this film clip seemed . . . - Trustworthy"
The columns have been successfully renamed to simpler names:
  • competent
  • warm
  • authentic
  • fake
  • arrogant
  • likeable
  • approachable
  • authoritative
  • trustworthy
If you have any more questions or need further analysis, feel free to ask!

Rename the variable called Did anyone in the film clip seem to share your values? to anyone_share_values

The column "Did anyone in the film clip seem to share your values?" has been successfully renamed to anyone_share_values.
If you have any more questions or need further analysis, feel free to ask!

rename the variable called "Who seemed to share your values, and in what ways?

If there were multiple people who seemed to share your values, please briefly describe why for each by writing or recording your response." to who_share_values
The column "Who seemed to share your values, and in what ways? If there were multiple people who seemed to share your values, please briefly describe why for each by writing or recording your response." has been successfully renamed to who_share_values.
If you have any more questions or need further analysis, feel free to ask!

rename the variable called "In what ways did the characters not seem to share your values?

Please describe briefly below by writing or recording your response." to how_share_values
The column "In what ways did the characters not seem to share your values? Please describe briefly below by writing or recording your response." has been successfully renamed to how_share_values.
If you have any more questions or need further analysis, feel free to ask!

rename the variable called "Who seemed like a scientist to you? Why?

Please describe briefly below by writing or recording." to who_seemed_scientist
The column "Who seemed like a scientist to you? Why? Please describe briefly below by writing or recording." has been successfully renamed to who_seemed_scientist.
If you have any more questions or need further analysis, feel free to ask!

rename the variable called "Why didn't they seem like scientists to you?

Please describe briefly below by writing or recording." to why_not_scientist
The column "Why didn't they seem like scientists to you? Please describe briefly below by writing or recording." has been successfully renamed to why_not_scientist.
If you have any more questions or need further analysis, feel free to ask!

rename the variable called "Thank you for all your responses. To end, we have five demographic questions.

What best describes the area where you live?" to geographic_place
The column "Thank you for all your responses. To end, we have five demographic questions. What best describes the area where you live?" has been successfully renamed to geographic_place.
If you have any more questions or need further analysis, feel free to ask!

rename the variable called "Regardless of where you currently live, do you usually think of yourself as a city person, a suburban person, a small-town person, a country or rural person, or something else? - Selected Choice" to self_geographic_place

The column "Regardless of where you currently live, do you usually think of yourself as a city person, a suburban person, a small-town person, a country or rural person, or something else? - Selected Choice" has been successfully renamed to self_geographic_place.
If you have any more questions or need further analysis, feel free to ask!

rename the variable called "Regardless of where you currently live, do you usually think of yourself as a city person, a suburban person, a small-town person, a country or rural person, or something else? - Something else (please write in if you'd like) - Text" to self_geographic_place_other

The column "Regardless of where you currently live, do you usually think of yourself as a city person, a suburban person, a small-town person, a country or rural person, or something else? - Something else (please write in if you'd like) - Text" has been successfully renamed to self_geographic_place_other.
If you have any more questions or need further analysis, feel free to ask!

rename the variable called "Which of the following statements apply to you?

Please choose all that apply." to science_proximity
The column "Which of the following statements apply to you? Please choose all that apply." has been successfully renamed to science_proximity.
If you have any more questions or need further analysis, feel free to ask!

rename the variable called Once the full film is released, would you be interested in watching the rest of the film? to interest_full_film

The column "Once the full film is released, would you be interested in watching the rest of the film?" has been successfully renamed to interest_full_film.
If you have any more questions or need further analysis, feel free to ask!

rename the variable "People can move in and out of different socioeconomic classes in their life or stay in the same one. To your best guess, which would you describe as your current socioeconomic class?" to ses_class

The column "People can move in and out of different socioeconomic classes in their life or stay in the same one. To your best guess, which would you describe as your current socioeconomic class?" has been successfully renamed to ses_class.
If you have any more questions or need further analysis, feel free to ask!

rename the variable called "Do you consider yourself "working class"?" to self_working_class

The column "Do you consider yourself "working class"?" has been successfully renamed to self_working_class.
If you have any more questions or need further analysis, feel free to ask!

Rename the variable called "FL_22 - Block Randomizer - Display Order" to chapter

The column "FL_22 - Block Randomizer - Display Order" has been successfully renamed to chapter.
If you have any more questions or need further analysis, feel free to ask!

In the chapter column, recode the values so that Ch6VanA="southwest"; Ch8SenA="senegal"; Ch4GreA="greenland"; Ch1PanA="pantalica"; Ch7DalA="minnesota"; Ch3AtaA="atacama"; Ch5MaiA="maine"; Ch2SeoA="seoul"

The values in the chapter column have been successfully recoded as follows:
  • Ch6VanA is now southwest
  • Ch8SenA is now senegal
  • Ch4GreA is now greenland
  • Ch1PanA is now pantalica
  • Ch7DalA is now minnesota
  • Ch3AtaA is now atacama
  • Ch5MaiA is now maine
  • Ch2SeoA is now seoul
If you have any more questions or need further analysis, feel free to ask!

summarize the chapter column

The chapter column has been summarized as follows:
  • southwest: 248 occurrences
  • senegal: 248 occurrences
  • greenland: 248 occurrences
  • pantalica: 248 occurrences
  • minnesota: 248 occurrences
  • atacama: 248 occurrences
  • maine: 248 occurrences
  • seoul: 248 occurrences
Each chapter has an equal number of occurrences in the dataset. If you have any more questions or need further analysis, feel free to ask!

save the dataset with a new name

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