miércoles, 10 de abril de 2024

Forcasting Part 1 (Statistical Analysis)

 


This API is based on a data engine in which forecasting and statistical analysis can be done quickly, safely and reliably.

The only thing the application engineer or developer has to do is send the POST request with the appropriate json structure to the body of the API.




This is a SAAS and is completely in the cloud with availability 24/7, 365 days a year.

The service is offered free of charge for evaluation, giving access to a token and url.



FIRST PART

STATISTICAL ANALYSIS



1.- File (Example): Call_Center.csv (Jan-2023 to Apr-2023) = 100,000 records


2.- Upload file: Call_Center.csv (In postman POST):

URL

https://microcarsil.ddnsfree.com:9089/services/receivers/stream?sourcetype=csv&index=demo

 

HEADERS

Authorization = Bearer "Code"

 

BODY

form-data: Call_Center.csv



3.- Delete file: Call_Center.csv

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

 

HEADERS

Authorization = Bearer "Code"


BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" | delete




4.- Total records (In postman POST):

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

HEADERS

Authorization = Bearer "Code"


BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" | stats count as Total

 



5.- Organize by month:

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

 

HEADERS

Authorization = Bearer "Code"

 

BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" | timechart span=1mon count as Calls | table _time, Calls

count

0

                                                                                                        span=1w     span=1d    span=1h     

                                                                                                         | tail 50 or | head 50  

 

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6.- Organize by Direction:

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

 

HEADERS

Authorization = Bearer "Code"


BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" | stats count as Total by Direction

count

0

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7.- Organize by SLA:

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

HEADERS

Authorization = Bearer "Code"

 

BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" | stats count as Total by SLA

count

0


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8.- Date (Epoch):

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

HEADERS

Authorization = Bearer "Code"

 

BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" |table "Date" | eval Date = strptime('Date',"%d/%m/%Y") | stats max(*) AS *."max", min(*) as *."min"


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9.- Organize by DOW:

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

HEADERS

Authorization = Bearer "Code"


BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" | stats count as Total by DOW

count

0


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10.- Organize by Phone Number:

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

 

HEADERS

Authorization = Bearer "Code"


BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" | stats count as Total by "Phone Number"

count

0

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11.- Organize by Queue Duration:

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

 

HEADERS

Authorization = Bearer "Code"

 

BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" | filldown | table "Queue Duration" | stats max(*) AS *."max", min(*) as *."min"


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12.- Organize by Queue Seconds:

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

 

HEADERS

Authorization = Bearer "Code" 

BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" | table "Queue Seconds" | stats max(*) AS *."max", min(*) as *."min"


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13.- Organize by Queue:

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

 

HEADERS

Authorization = Bearer "Code"


BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" | stats count as Total by Queue

count

0


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14.- Organize by Username:

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

 

HEADERS

Authorization = Bearer "Code"

 

BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" | stats count as Total by Username

count

0


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15.- Organize by Region:

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

 

HEADERS

Authorization = Bearer "Code"

BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" | stats count as Total by Region

count

0


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16.- Average call time per agent in seconds:   

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

 

HEADERS

Authorization = Bearer "Code"

 

BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" | eval duration=strptime('Handle Time',"%H:%M:%S")| eval base=strptime("00:00:00","%H:%M:%S") | eval secs=duration-base| stats avg(secs) as Handel_Time_avg_sec by Username

count

0


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17.- Average call time of all agents in seconds:

URL

https://microcarsil.ddnsfree.com:9089/services/search/jobs

 

HEADERS

Authorization = Bearer "Code"

 

BODY

x-www-form-urlencoded:

Key

Value

output_mode

json

exec_mode

oneshot

search

search index="demo" source="Call_Center.csv" | eval duration=strptime('Handle Time',"%H:%M:%S")| eval base=strptime("00:00:00","%H:%M:%S") | eval secs=duration-base| stats avg(secs) as Handel_Time_avg_sec

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10.5 minutes


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