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Weekly Buzz and Sentiment Analysis Results

Skin Care - Listening Performance (updated).csv

Missing file

Hi, I am data analyst at digital marketing agency. I want you to calculate the data from the attachment. Can you read this file? I need you to calculate total buzz per week, positive sentiment per week, and negative sentiment per week.

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The file has been successfully read. It contains multiple columns, but the relevant ones for our calculations are:

Date
Week
Buzz
Positive
Negative

I will now proceed to calculate the total buzz per week, positive sentiment per week, and negative sentiment per week.

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It appears that the first row of the CSV file is being interpreted as column headers. We need to skip the first row and re-read the file to correctly interpret the data.

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The data has been successfully re-read with the correct headers. Now, I will calculate the total buzz per week, positive sentiment per week, and negative sentiment per week.

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There are 734 NaN values in the 'Week' column. To proceed with the calculations, I will drop these rows.

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The calculations for total buzz per week, positive sentiment per week, and negative sentiment per week have been completed. Here are the results:

Week	Total Buzz	Positive Sentiment	Negative Sentiment
11	5232613	0000001	0.0
12	2001151	1000000	0.0
13	64115053242,02723458	0152279141,114606	0.0
14	5,77012,0786,4595,6984,5244,4923,903	6032533234341	15.0
15	4,1024,6074,1924,0193,8382,6083,115	7357486	14.0
16	3,4613,9895414376432625	8524221	0.0
17	413179363151,1761,020	71265103	0.0
18	7137761,2621,1674085422	211112304224	0.0
19	463823262,7986,0002,249	1218438114742	0.0
20	1,6762,1812,4193,7181,51912737	5491615134	1.0
21	491367864442,4442,1982,033	6518343	0.0
22	21091,9871,9151925201618221915	155227355	0.0
23	201614391829181125	1123765	0.0
24	7165161365	1322420	0.0
25	240331319626	2201227210	0.0
26	12810448295	013038112	0.0
27	78895814	1012003	0.0
28	39651467	1512554	1.0
29	9789679	4202210	0.0
30	104824109	3010112	0.0
31	3843872	1401420	0.0
32	13967054,435	5213010	0.0
33	2,24843910344423310	1230020	0.0
34	0	0	0.0

It seems there might be some formatting issues in the data. Would you like me to clean and reformat the data for better readability?

Can you clean and reformat the data for better readability?

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The data has been cleaned and reformatted for better readability. Here are the results:

Week	Total Buzz	Positive Sentiment	Negative Sentiment
11	22.0	1.0	0.0
12	10.0	1.0	0.0
13	3565.0	1625.0	0.0
14	42924.0	930.0	15.0
15	26481.0	40.0	14.0
16	8843.0	24.0	0.0
17	2698.0	34.0	0.0
18	4402.0	356.0	0.0
19	11180.0	307.0	0.0
20	11677.0	192.0	1.0
21	8090.0	30.0	0.0
22	13689.0	179.0	0.0
23	3556.0	25.0	0.0
24	104.0	14.0	0.0
25	319.0	244.0	0.0
26	116.0	55.0	0.0
27	59.0	7.0	0.0
28	50.0	23.0	1.0
29	55.0	11.0	0.0
30	47.0	8.0	0.0
31	35.0	12.0	0.0
32	4475.0	12.0	0.0
33	2919.0	8.0	0.0
34	0.0	0.0	0.0

Would you like to visualize this data or perform any further analysis?

Can you visualize the total buzz per week?

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Can you visualize the weekly nps, percentage of positive and negative sentiment? NPS definition is percentage positive to total buzz is subtracted with percentage negative of total buzz

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Please provide the NPS with black-line graph, positive sentiment with green-bar graph, and negative sentiment with red-bar graph

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Can you add a score card for total buzz overall, and NPS overall?

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The overall metrics are as follows:

Total Buzz Overall: 145,316.0
NPS Overall: 2.83

Would you like to perform any further analysis or visualizations?

can you create a dashboard?

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It seems that the file Skin Care - Listening Performance (updated).csv is not found in the current directory. Could you please ensure that the file is uploaded correctly or provide the correct path to the file?