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Add 🍡 content to PSConfEU2024- Anh Tran πŸ‘’
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β€ŽAnhTran/Data/asset_w24.xlsx

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β€ŽAnhTran/Data/asset_w25.xlsx

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β€ŽAnhTran/Data/estimation.csv

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ο»ΏAge_Group,Age_Count,Competitor,Substitute
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<= 22,100,0.3,0.5
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22-40,150,0.5,0.3
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40-60,200,0.3,0.65
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>=60,300,0.1,0.8

β€ŽAnhTran/Data/inventory.xlsx

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β€ŽAnhTran/Data/operation_w25.xlsx

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β€ŽAnhTran/Data/redvelvetcampaign.xlsx

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β€ŽAnhTran/Data/sales.csv

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ο»ΏDate,Sales,Count_customers,Price,Weather,Traffic
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01/06/2023,259.35,117,3.99,1,1
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02/06/2023,275.31,58,3.99,0,1
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03/06/2023,239.4,120,3.99,1,0
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04/06/2023,339.15,153,3.99,1,1
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05/06/2023,383.04,85,3.99,0,1
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06/06/2023,331.17,83,3.99,0,0
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07/06/2023,574.56,278,3.99,1,1
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08/06/2023,422.94,106,3.99,0,0
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09/06/2023,195.51,98,3.99,1,0
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10/06/2023,347.13,174,3.99,1,0
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11/06/2023,375.06,75,3.99,0,1
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12/06/2023,566.58,284,3.99,1,0
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13/06/2023,331.17,74,3.99,0,1
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14/06/2023,442.89,111,3.99,0,0
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15/06/2023,590.52,148,3.99,0,0
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16/06/2023,255.36,56,3.99,0,1
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17/06/2023,379.05,95,3.99,0,0
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18/06/2023,171.57,86,3.99,1,0
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19/06/2023,534.66,134,3.99,0,0
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20/06/2023,578.55,272,3.99,1,1
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21/06/2023,399,200,3.99,1,0
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22/06/2023,343.14,66,3.99,0,1
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23/06/2023,542.64,129,3.99,0,1
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24/06/2023,263.34,132,3.99,1,0
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25/06/2023,339.15,85,3.99,0,0
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26/06/2023,494.76,248,3.99,1,0
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27/06/2023,399,100,3.99,0,0
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28/06/2023,179.55,45,3.99,0,0
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29/06/2023,363.09,182,3.99,1,0
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30/06/2023,399,194,3.99,1,1
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01/07/2023,279.3,124,3.99,1,1
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02/07/2023,267.33,126,3.99,1,1
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03/07/2023,406.98,192,3.99,1,1
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04/07/2023,379.05,173,3.99,1,1
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05/07/2023,466.83,234,3.99,1,0
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06/07/2023,454.86,104,3.99,0,1
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07/07/2023,570.57,286,3.99,1,0
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08/07/2023,327.18,73,3.99,0,1
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09/07/2023,199.5,50,3.99,0,0
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10/07/2023,478.8,110,3.99,0,1
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11/07/2023,538.65,135,3.99,0,0
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12/07/2023,562.59,132,3.99,0,1
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13/07/2023,343.14,86,3.99,0,0
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14/07/2023,363.09,91,3.99,0,0
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15/07/2023,227.43,96,3.99,1,1
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16/07/2023,534.66,123,3.99,0,1
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17/07/2023,355.11,171,3.99,1,1
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18/07/2023,231.42,51,3.99,0,1
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19/07/2023,267.33,67,3.99,0,0
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20/07/2023,590.52,296,3.99,1,0
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21/07/2023,422.94,204,3.99,1,1
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22/07/2023,331.17,69,3.99,0,1
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23/07/2023,171.57,67,3.99,1,1
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24/07/2023,371.07,84,3.99,0,1
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25/07/2023,574.56,144,3.99,0,0
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26/07/2023,335.16,159,3.99,1,1
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27/07/2023,387.03,80,3.99,0,1
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28/07/2023,383.04,192,3.99,1,0
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29/07/2023,383.04,88,3.99,0,1
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30/07/2023,574.56,144,3.99,0,0
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31/07/2023,442.89,210,3.99,1,1
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01/08/2023,482.79,233,3.99,1,1
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02/08/2023,422.94,106,3.99,0,0
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03/08/2023,371.07,186,3.99,1,0
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04/08/2023,311.22,150,3.99,1,1
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05/08/2023,339.15,170,3.99,1,0
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06/08/2023,586.53,147,3.99,0,0
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07/08/2023,223.44,56,3.99,0,0
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08/08/2023,187.53,47,3.99,0,0
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09/08/2023,582.54,285,3.99,1,1
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10/08/2023,562.59,122,3.99,0,1
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11/08/2023,502.74,252,3.99,1,0
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12/08/2023,502.74,115,3.99,0,1
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13/08/2023,446.88,224,3.99,1,0
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14/08/2023,590.52,280,3.99,1,1
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15/08/2023,207.48,32,3.99,0,1
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16/08/2023,450.87,226,3.99,1,0
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17/08/2023,239.4,47,3.99,0,1
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18/08/2023,387.03,194,3.99,1,0
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19/08/2023,518.7,130,3.99,0,0
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20/08/2023,307.23,154,3.99,1,0
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21/08/2023,518.7,113,3.99,0,1
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22/08/2023,482.79,121,3.99,0,0
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23/08/2023,307.23,154,3.99,1,0
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24/08/2023,359.1,80,3.99,0,1
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25/08/2023,494.76,248,3.99,1,0
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26/08/2023,211.47,106,3.99,1,0
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27/08/2023,171.57,33,3.99,0,1
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28/08/2023,287.28,144,3.99,1,0
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29/08/2023,295.26,74,3.99,0,0
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30/08/2023,331.17,152,3.99,1,1
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31/08/2023,474.81,238,3.99,1,0
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01/09/2023,363.09,176,3.99,1,1
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02/09/2023,287.28,72,3.99,0,0
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03/09/2023,267.33,67,3.99,0,0
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04/09/2023,566.58,129,3.99,0,1
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05/09/2023,578.55,145,3.99,0,0
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06/09/2023,434.91,94,3.99,0,1

β€ŽAnhTran/LICENSE

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MIT License
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Copyright (c) 2023 Anh
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.

β€ŽAnhTran/README.md

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# Leveraging PowerShell ImportExcel: Time Series Forecasting & Impact Estimation
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This is the demo for the talk with title above at New York PowerShell Meetup on 16th November 2023 (Online).
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Link to the talk: https://www.youtube.com/watch?v=pkIRzLQ0_fs
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## Abstract
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In this online talk presented at the New York PowerShell Meetup, we delve into the practical applications of the ImportExcel module in PowerShell through two illustrative examples. The first example explores time series forecasting, while the second focuses on impact estimation. The outcomes can be effectively visualized and shared with business stakeholders to facilitate informed decision-making. The ImportExcel module not only empowers business stakeholders to analyze and experiment with results easily but also provides a flexible setup for dynamic and efficient adjustments as needed.
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## Usage Instructions
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This script is designed for live demonstrations and showcases different examples. For a smooth experience, it is recommended to run each part of the script separately. Detailed instructions for execution can be found in the corresponding YouTube video associated with this talk.
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## Contributing
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If you'd like to contribute to this project, feel free to open an issue or submit a pull request.
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## License
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This project is licensed under the MIT License.
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## Note
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- Data is simulated
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- In case you are still interested in PowerShell and its super power, feel free to visit my blog post on 2 other articles related to using PowerShell for Email and Calendar Automation: https://analysiswithanh.medium.com
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β€ŽAnhTran/Result/estimation.json

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[
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{
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"Age_Group": "\u003c= 22",
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"Age_Count": "100",
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"Competitor": "0.3",
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"Substitute": "0.5"
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},
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{
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"Age_Group": "22-40",
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"Age_Count": "150",
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"Competitor": "0.5",
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"Substitute": "0.3"
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},
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{
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"Age_Group": "40-60",
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"Age_Count": "200",
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"Competitor": "0.3",
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"Substitute": "0.65"
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},
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{
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"Age_Group": "\u003e=60",
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"Age_Count": "300",
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"Competitor": "0.1",
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"Substitute": "0.8"
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}
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]

β€ŽAnhTran/Result/result.xlsx

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β€ŽAnhTran/Script/psconf2024-init.ps1

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<#
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.SYNOPSIS
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This code is to automate the estimation and sales forecast
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.DESCRIPTION
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It works by consolidating different excel files and performing calculation
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.NOTES
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DateUpdated: 2024-06-16
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Version: 1.0
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.EXAMPLE
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.\psconf2024-init.ps1
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This file contains all parameters needed to run the code
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#>
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param(
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$result = "..\Result\result.xlsx",
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$inventory = "..\Data\inventory.xlsx",
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$operationFileName = "..\Data\operation_w.xlsx",
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$sales = "..\Data\sales.csv",
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$utilizationFileName = "..\Data\asset_w.xlsx",
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$estimation = "..\Data\estimation.csv"
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)
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#REPORTING TIME:
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$year = 2024
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Write-Output "Is The current YEAR correct? $year"
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$currentDate = Get-Date
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$calendar = [System.Globalization.CultureInfo]::CurrentCulture.Calendar
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$weekNumber = $calendar.GetWeekOfYear($currentDate, [System.Globalization.CalendarWeekRule]::FirstDay, [DayOfWeek]::Monday) -1
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$last_week_utilization = $utilizationFileName -replace '\.xlsx',"$($Weeknumber-1).xlsx"
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$this_week_utilization = $utilizationFileName -replace '\.xlsx',"$($Weeknumber).xlsx"
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$operation = $operationFileName -replace '\.xlsx',"$($Weeknumber).xlsx"
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# $Plan = $PlanFileName -replace '\.xlsx'," $($Weeknumber)-$($Weeknumber+1).xlsx"
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Write-Output "Is The current WEEK correct? $weekNumber"
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#DELETE:
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$ws_delete_sheet = @("utilization", "utilization-new-hidden","operation","sales")
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$ws_delete_rows = "inventory"
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#utilization TABLE
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$utilizationStructure =
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@{ 'A1' = "Asset Type"},
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@{ 'B1' = "Asset Number"},
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@{ 'C1' = "Description"},
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@{ 'D1' = "Frequency"},
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@{ 'E1' = "Capacity"},
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@{ 'F1' = "Date_lastweek"},
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@{ 'G1' = "Reading_lastweek"},
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@{ 'H1' = "Date_thisweek"},
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@{ 'I1' = "Reading_thisweek"},
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@{ 'J1' = "utilization_lastweek"},
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@{ 'K1' = "utilization_thisweek"},
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@{ 'M1' = "Asset Type Summary"},
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@{ 'N1' = "Average utilization This Week"},
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@{ 'O1' = "Change in Average utilization"}
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#FREQUENCY:
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$frequency = "Hours"
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# #COFFEE TYPE
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# $capcity = @{
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# @("Coconut Coffee") = ""
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# @("Durian Coffee") = ""
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# @("Egg York Coffee") = ""
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# @("Cheese Coffee") = ""
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# }
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#CATEGORIES
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$categories = @{
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@("MC 11","MC 12","MC 13") = "Pour-Over Coffee Maker"
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@("MC 21","MC 22","MC 23") = "Espresso Coffee Maker"
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@("MC 31","MC 32","MC 33") = "All-in-One Coffee Maker"
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}
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