KSE-30 Interactive Time Series Plot

Author

Zahid Asghar

Load data

Rows: 620
Columns: 7
$ date   <date> 2025-04-11, 2025-04-10, 2025-04-09, 2025-04-08, 2025-04-07, 20…
$ open   <dbl> 35647.35, 36219.55, 35538.18, 35870.94, 36443.81, 36822.85, 363…
$ hig    <dbl> 35647.35, 36338.60, 35538.18, 36092.26, 36443.81, 37456.18, 368…
$ low    <dbl> 35143.89, 35722.00, 34766.56, 35654.59, 33903.46, 36728.08, 362…
$ close  <dbl> 35217.14, 35750.22, 35200.41, 35661.68, 35541.31, 36778.80, 367…
$ volume <dbl> 108371483, 135096871, 99474387, 96363179, 197991870, 136698825,…
$ change <dbl> -533.08, 549.81, -461.27, 120.37, -1237.49, 22.57, 409.56, 50.3…

KSE30 data inspection

Rows: 620
Columns: 7
$ date   <date> 2025-04-11, 2025-04-10, 2025-04-09, 2025-04-08, 2025-04-07, 20…
$ open   <dbl> 35647.35, 36219.55, 35538.18, 35870.94, 36443.81, 36822.85, 363…
$ hig    <dbl> 35647.35, 36338.60, 35538.18, 36092.26, 36443.81, 37456.18, 368…
$ low    <dbl> 35143.89, 35722.00, 34766.56, 35654.59, 33903.46, 36728.08, 362…
$ close  <dbl> 35217.14, 35750.22, 35200.41, 35661.68, 35541.31, 36778.80, 367…
$ volume <dbl> 108371483, 135096871, 99474387, 96363179, 197991870, 136698825,…
$ change <dbl> -533.08, 549.81, -461.27, 120.37, -1237.49, 22.57, 409.56, 50.3…

Difference of kse30 index plot

KSE30 index plot with moving average

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