Synthetic data generation demo using a UK retail transactional dataset. Ideal for professionals in retail, e-commerce, finance, and supply chain sectors who want to create privacy-preserving, realistic synthetic data for testing, analysis, and machine learning.

Complete Data Analytics Portfolio Project with end-to-end industry standard Data Analysis of Customer Shopping Trends from Retail Data using SQL, Python and Power BI.

The project enforces data cleaning and visualization techniques, using python libraries such as Pandas, Matplotlib, Seaborn and numpy, to provide meaningful insight into an employee attraction in a visually attractive format

Python project for Market Basket Analysis. Generates synthetic retail transactions, mines frequent itemsets using Apriori & FP-Growth, derives association rules, and outputs CSVs + visualizations. Portfolio-ready example demonstrating data science methods for uncovering product co-purchase patterns.

The aim of this project to retail analysis with Walmart data.

A complete exploratory data analysis (EDA) and forecasting project focused on retail sales data. The project identifies key sales patterns, seasonal trends, and builds predictive models to forecast future demand at the item-store level.

Exploratory Data Analysis (EDA) is performed on the E-Commerce data obtained from a UK-based and registered non-store online retail to discover interesting transactional patterns of different customers and countries.

DataScience Toolbox with Python Project

This repository is created to represent the processing and the analysis that has been done on this online retail dataset.

Build a machine learning model to predict weekly sales with 97.4% accuracy. Integrated Exploratory Data Analysis tools to analyze trends, patterns, and actionable insights. The solution enables detailed sales comparisons, evaluates feature impacts and ranges, and identifies top performers, greatly enhancing decision-making in the retail industries.

A Data Science/Machine Learning Project. According to Bolster , Global Fraud Index (as at June 2022) is at 10,183 and growing. This is high risk to businesses and customers transacting online. This indicates that traditional rules-based methods of detecting and combating fraud are fast becoming less effective. It becomes imperative for stakeholders to develop innovative means to make transacting online as safe as possible. Artificial intelligence provides viable and efficient solutions via Machine Learning models/algorithms. In this project, I trained a fraud detection model to predict online payment fraud using Blossom Bank PLC as case study. Blosssom Bank ( BB PLC) is a multinational financial services group, that offers retail and investment banking, pension management, assets management and payment services, headquartered in London, UK. Blossom Bank wants to build a machine learning model to predict online payment fraud. Here is the dataset used for this task. With this model, BB PLC will: Keep up with fast evolving technological threats and better prevent the loss of funds (profit) to fraudsters. Accurately detect and identify anomalies in managing online transactions done on its platforms which may go undetected using traditional rules-based methods. 3.Improve quality assurance thus retaining old customers and acquire new ones. This will increase credit/profit base. Improve its policy and decision making. Steps: 1.Loading necessary python libraries. Loading Dataset. Exploratory Data Analysis. Higlighting Relationships and insights. Data Transformation; Using resampling techniques to address Class-imbalace.. Feature Engineering. Model Training. Model Evaluation. Challenges: I encountered a number of challenges during coding which made me run into error reports. these were due to improper documentations, syntax, especially during feature engineering (one-hot encoding: 'fit.transform'). This aspect consumed most of my time I was able to solve these challenges by making extensive research and paying close attention to syntax. I was able to selve the encoding by using 'pd.get_dummies() and making some specifications in the methods.

------------------ System Information ------------------ Time of this report: 9/2/2015, 19:28:59 Machine name: MANO-PC Operating System: Windows 7 Professional 32-bit (6.1, Build 7601) Service Pack 1 (7601.win7sp1_gdr.150722-0600) Language: Lithuanian (Regional Setting: Lithuanian) System Manufacturer: Acer, inc. System Model: Aspire 5920 BIOS: ZD1 v1.3811 3H11 Processor: Intel(R) Core(TM)2 Duo CPU T5550 @ 1.83GHz (2 CPUs), ~1.8GHz Memory: 2048MB RAM Available OS Memory: 2038MB RAM Page File: 2100MB used, 2995MB available Windows Dir: C:\Windows DirectX Version: DirectX 11 DX Setup Parameters: Not found User DPI Setting: Using System DPI System DPI Setting: 96 DPI (100 percent) DWM DPI Scaling: Disabled DxDiag Version: 6.01.7601.17514 32bit Unicode ------------ DxDiag Notes ------------ Display Tab 1: No problems found. Sound Tab 1: No problems found. Sound Tab 2: No problems found. Sound Tab 3: No problems found. Input Tab: No problems found. -------------------- DirectX Debug Levels -------------------- Direct3D: 0/4 (retail) DirectDraw: 0/4 (retail) DirectInput: 0/5 (retail) DirectMusic: 0/5 (retail) DirectPlay: 0/9 (retail) DirectSound: 0/5 (retail) DirectShow: 0/6 (retail) --------------- Display Devices --------------- Card name: Mobile Intel(R) 965 Express Chipset Family Manufacturer: Intel Corporation Chip type: Mobile Intel(R) 965 Express Chipset Family DAC type: Internal Device Key: Enum\PCI\VEN_8086&DEV_2A02&SUBSYS_01211025&REV_03 Display Memory: 358 MB Dedicated Memory: 0 MB Shared Memory: 358 MB Current Mode: 1280 x 800 (32 bit) (60Hz) Monitor Name: Generic PnP Monitor Monitor Model: unknown Monitor Id: SEC3945 Native Mode: 1280 x 800(p) (60.004Hz) Output Type: Internal Driver Name: igdumdx32.dll,igd10umd32.dll Driver File Version: 8.14.0010.1930 (English) Driver Version: 8.15.10.1930 DDI Version: 10 Driver Model: WDDM 1.1 Driver Attributes: Final Retail Driver Date/Size: 9/23/2009 19:14:54, 536576 bytes WHQL Logo'd: Yes WHQL Date Stamp: Device Identifier: {D7B78E66-6942-11CF-1F74-2B21A2C2C535} Vendor ID: 0x8086 Device ID: 0x2A02 SubSys ID: 0x01211025 Revision ID: 0x0003 Driver Strong Name: oem2.inf:Intel.Mfg:i965GM0:8.15.10.1930:pci\ven_8086&dev_2a02 Rank Of Driver: 00EC2001 Video Accel: ModeMPEG2_A ModeMPEG2_C ModeWMV9_B ModeVC1_B Deinterlace Caps: {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(YUY2,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(YUY2,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(YUY2,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(UYVY,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(UYVY,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(UYVY,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(YV12,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(YV12,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(YV12,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(NV12,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(NV12,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(NV12,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(IMC1,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(IMC1,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(IMC1,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(IMC2,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(IMC2,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(IMC2,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(IMC3,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(IMC3,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(IMC3,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(IMC4,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(IMC4,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(IMC4,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend D3D9 Overlay: Not Supported DXVA-HD: Not Supported DDraw Status: Enabled D3D Status: Enabled AGP Status: Enabled ------------- Sound Devices ------------- Description: Speakers (Realtek High Definition Audio) Default Sound Playback: Yes Default Voice Playback: Yes Hardware ID: HDAUDIO\FUNC_01&VEN_10EC&DEV_0888&SUBSYS_10250121&REV_1001 Manufacturer ID: 1 Product ID: 100 Type: WDM Driver Name: RTKVHDA.sys Driver Version: 6.00.0001.5901 (English) Driver Attributes: Final Retail WHQL Logo'd: Yes Date and Size: 7/23/2009 17:56:12, 2737248 bytes Other Files: Driver Provider: Realtek Semiconductor Corp. HW Accel Level: Basic Cap Flags: 0xF1F Min/Max Sample Rate: 100, 200000 Static/Strm HW Mix Bufs: 1, 0 Static/Strm HW 3D Bufs: 0, 0 HW Memory: 0 Voice Management: No EAX(tm) 2.0 Listen/Src: No, No I3DL2(tm) Listen/Src: No, No Sensaura(tm) ZoomFX(tm): No Description: Realtek HDMI Output (Realtek High Definition Audio) Default Sound Playback: No Default Voice Playback: No Hardware ID: HDAUDIO\FUNC_01&VEN_10EC&DEV_0888&SUBSYS_10250121&REV_1001 Manufacturer ID: 1 Product ID: 100 Type: WDM Driver Name: RTKVHDA.sys Driver Version: 6.00.0001.5901 (English) Driver Attributes: Final Retail WHQL Logo'd: Yes Date and Size: 7/23/2009 17:56:12, 2737248 bytes Other Files: Driver Provider: Realtek Semiconductor Corp. HW Accel Level: Basic Cap Flags: 0xF1F Min/Max Sample Rate: 100, 200000 Static/Strm HW Mix Bufs: 1, 0 Static/Strm HW 3D Bufs: 0, 0 HW Memory: 0 Voice Management: No EAX(tm) 2.0 Listen/Src: No, No I3DL2(tm) Listen/Src: No, No Sensaura(tm) ZoomFX(tm): No Description: Realtek Digital Output (Realtek High Definition Audio) Default Sound Playback: No Default Voice Playback: No Hardware ID: HDAUDIO\FUNC_01&VEN_10EC&DEV_0888&SUBSYS_10250121&REV_1001 Manufacturer ID: 1 Product ID: 100 Type: WDM Driver Name: RTKVHDA.sys Driver Version: 6.00.0001.5901 (English) Driver Attributes: Final Retail WHQL Logo'd: Yes Date and Size: 7/23/2009 17:56:12, 2737248 bytes Other Files: Driver Provider: Realtek Semiconductor Corp. HW Accel Level: Basic Cap Flags: 0xF1F Min/Max Sample Rate: 100, 200000 Static/Strm HW Mix Bufs: 1, 0 Static/Strm HW 3D Bufs: 0, 0 HW Memory: 0 Voice Management: No EAX(tm) 2.0 Listen/Src: No, No I3DL2(tm) Listen/Src: No, No Sensaura(tm) ZoomFX(tm): No --------------------- Sound Capture Devices --------------------- Description: Microphone (Realtek High Definition Audio) Default Sound Capture: Yes Default Voice Capture: Yes Driver Name: RTKVHDA.sys Driver Version: 6.00.0001.5901 (English) Driver Attributes: Final Retail Date and Size: 7/23/2009 17:56:12, 2737248 bytes Cap Flags: 0x1 Format Flags: 0xFFFFF ------------------- DirectInput Devices ------------------- Device Name: Mouse Attached: 1 Controller ID: n/a Vendor/Product ID: n/a FF Driver: n/a Device Name: Keyboard Attached: 1 Controller ID: n/a Vendor/Product ID: n/a FF Driver: n/a Device Name: Microsoft eHome Infrared Transceiver Attached: 1 Controller ID: 0x0 Vendor/Product ID: 0x045E, 0x006D FF Driver: n/a Device Name: Microsoft eHome Infrared Transceiver Attached: 1 Controller ID: 0x0 Vendor/Product ID: 0x045E, 0x006D FF Driver: n/a Device Name: Microsoft eHome Infrared Transceiver Attached: 1 Controller ID: 0x0 Vendor/Product ID: 0x045E, 0x006D FF Driver: n/a Device Name: Microsoft eHome Infrared Transceiver Attached: 1 Controller ID: 0x0 Vendor/Product ID: 0x045E, 0x006D FF Driver: n/a Device Name: Generic USB Joystick Attached: 1 Controller ID: 0x0 Vendor/Product ID: 0x1345, 0x1000 FF Driver: n/a Poll w/ Interrupt: No ----------- USB Devices ----------- + USB Root Hub | Vendor/Product ID: 0x8086, 0x2832 | Matching Device ID: usb\root_hub | Service: usbhub | Driver: usbhub.sys, 8/18/2015 00:51:18, 258560 bytes | Driver: usbd.sys, 8/18/2015 00:51:18, 6016 bytes ---------------- Gameport Devices ---------------- ------------ PS/2 Devices ------------ + Standard PS/2 Keyboard | Matching Device ID: *pnp0303 | Service: i8042prt | Driver: i8042prt.sys, 7/14/2009 02:11:24, 80896 bytes | Driver: kbdclass.sys, 7/14/2009 04:20:36, 42576 bytes | + Microsoft eHome Remote Control Keyboard keys | Matching Device ID: hid\irdevicev2&col05 | Service: kbdhid | Driver: kbdhid.sys, 11/21/2010 00:29:03, 28160 bytes | Driver: kbdclass.sys, 7/14/2009 04:20:36, 42576 bytes | + Microsoft eHome MCIR Keyboard | Matching Device ID: hid\irdevicev2&col06 | Service: kbdhid | Driver: kbdhid.sys, 11/21/2010 00:29:03, 28160 bytes | Driver: kbdclass.sys, 7/14/2009 04:20:36, 42576 bytes | + Microsoft eHome MCIR 109 Keyboard | Matching Device ID: hid\irdevicev2&col07 | Service: kbdhid | Driver: kbdhid.sys, 11/21/2010 00:29:03, 28160 bytes | Driver: kbdclass.sys, 7/14/2009 04:20:36, 42576 bytes | + Terminal Server Keyboard Driver | Matching Device ID: root\rdp_kbd | Upper Filters: kbdclass | Service: TermDD | Driver: i8042prt.sys, 7/14/2009 02:11:24, 80896 bytes | Driver: kbdclass.sys, 7/14/2009 04:20:36, 42576 bytes | + Synaptics PS/2 Port TouchPad | Matching Device ID: *syn1b03 | Upper Filters: SynTP | Service: i8042prt | + HID-compliant mouse | Matching Device ID: hid_device_system_mouse | Service: mouhid | Driver: mouhid.sys, 7/14/2009 02:45:08, 26112 bytes | Driver: mouclass.sys, 7/14/2009 04:20:44, 41552 bytes | + HID-compliant mouse | Vendor/Product ID: 0x04F3, 0x0235 | Matching Device ID: hid_device_system_mouse | Service: mouhid | Driver: mouhid.sys, 7/14/2009 02:45:08, 26112 bytes | Driver: mouclass.sys, 7/14/2009 04:20:44, 41552 bytes | + Terminal Server Mouse Driver | Matching Device ID: root\rdp_mou | Upper Filters: mouclass | Service: TermDD | Driver: termdd.sys, 11/21/2010 00:29:03, 53120 bytes | Driver: sermouse.sys, 7/14/2009 02:45:08, 19968 bytes | Driver: mouclass.sys, 7/14/2009 04:20:44, 41552 bytes ------------------------ Disk & DVD/CD-ROM Drives ------------------------ Drive: C: Free Space: 14.2 GB Total Space: 114.5 GB File System: NTFS Model: Hitachi HTS542512K9SA00 Drive: D: Model: TSSTcorp CDDVDW TS-L632H ATA Device Driver: c:\windows\system32\drivers\cdrom.sys, 6.01.7601.17514 (Lithuanian), 11/21/2010 00:29:03, 108544 bytes -------------- System Devices -------------- Name: Mobile Intel(R) PM965/GM965/GL960/GS965 Express Processor to DRAM Controller - 2A00 Device ID: PCI\VEN_8086&DEV_2A00&SUBSYS_01211025&REV_03\3&21436425&0&00 Driver: n/a Name: Intel(R) ICH8 Family USB2 Enhanced Host Controller - 2836 Device ID: PCI\VEN_8086&DEV_2836&SUBSYS_01211025&REV_03\3&21436425&0&EF Driver: C:\Windows\system32\drivers\usbehci.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 43520 bytes Driver: C:\Windows\system32\drivers\usbport.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 284672 bytes Driver: C:\Windows\system32\drivers\usbhub.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 258560 bytes Name: Intel(R) 82801 PCI Bridge - 2448 Device ID: PCI\VEN_8086&DEV_2448&SUBSYS_00000000&REV_F3\3&21436425&0&F0 Driver: C:\Windows\system32\DRIVERS\pci.sys, 6.01.7601.17514 (English), 11/21/2010 00:29:03, 153984 bytes Name: Intel(R) ICH8M Ultra ATA Storage Controllers - 2850 Device ID: PCI\VEN_8086&DEV_2850&SUBSYS_01211025&REV_03\3&21436425&0&F9 Driver: C:\Windows\system32\DRIVERS\intelide.sys, 6.01.7600.16385 (English), 7/14/2009 04:20:36, 15424 bytes Driver: C:\Windows\system32\DRIVERS\pciidex.sys, 6.01.7600.16385 (Lithuanian), 7/14/2009 04:19:03, 42560 bytes Driver: C:\Windows\system32\DRIVERS\atapi.sys, 6.01.7600.16385 (English), 7/14/2009 04:26:15, 21584 bytes Driver: C:\Windows\system32\DRIVERS\ataport.sys, 6.01.7601.18231 (Lithuanian), 8/18/2015 00:51:05, 133056 bytes Name: Intel(R) ICH8 Family USB Universal Host Controller - 2835 Device ID: PCI\VEN_8086&DEV_2835&SUBSYS_01211025&REV_03\3&21436425&0&D1 Driver: C:\Windows\system32\drivers\usbuhci.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 24064 bytes Driver: C:\Windows\system32\drivers\usbport.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 284672 bytes Driver: C:\Windows\system32\drivers\usbhub.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 258560 bytes Name: Broadcom NetLink (TM) Gigabit Ethernet Device ID: PCI\VEN_14E4&DEV_1693&SUBSYS_01211025&REV_02\4&1D1097F2&0&00E5 Driver: n/a Name: High Definition Audio Controller Device ID: PCI\VEN_8086&DEV_284B&SUBSYS_01211025&REV_03\3&21436425&0&D8 Driver: C:\Windows\system32\DRIVERS\hdaudbus.sys, 6.01.7601.17514 (English), 11/21/2010 00:29:03, 108544 bytes Name: Intel(R) ICH8 Family USB Universal Host Controller - 2834 Device ID: PCI\VEN_8086&DEV_2834&SUBSYS_01211025&REV_03\3&21436425&0&D0 Driver: C:\Windows\system32\drivers\usbuhci.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 24064 bytes Driver: C:\Windows\system32\drivers\usbport.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 284672 bytes Driver: C:\Windows\system32\drivers\usbhub.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 258560 bytes Name: Ricoh xD-Picture Card Controller Device ID: PCI\VEN_1180&DEV_0852&SUBSYS_01211025&REV_12\4&6AD4B7A&0&4CF0 Driver: C:\Windows\system32\DRIVERS\rixdptsk.sys, 6.00.0001.0000 (Japanese), 11/14/2006 17:35:20, 37376 bytes Driver: C:\Windows\system32\rixdicon.dll, 5/6/2005 19:06:00, 16480 bytes Name: Intel(R) ICH8 Family PCI Express Root Port 6 - 2849 Device ID: PCI\VEN_8086&DEV_2849&SUBSYS_01211025&REV_03\3&21436425&0&E5 Driver: C:\Windows\system32\DRIVERS\pci.sys, 6.01.7601.17514 (English), 11/21/2010 00:29:03, 153984 bytes Name: Intel(R) ICH8 Family USB Universal Host Controller - 2832 Device ID: PCI\VEN_8086&DEV_2832&SUBSYS_01211025&REV_03\3&21436425&0&EA Driver: C:\Windows\system32\drivers\usbuhci.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 24064 bytes Driver: C:\Windows\system32\drivers\usbport.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 284672 bytes Driver: C:\Windows\system32\drivers\usbhub.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 258560 bytes Name: Ricoh SD/MMC Host Controller Device ID: PCI\VEN_1180&DEV_0843&SUBSYS_01211025&REV_12\4&6AD4B7A&0&4AF0 Driver: C:\Windows\system32\DRIVERS\rimmptsk.sys, 6.00.0002.0003 (Japanese), 2/24/2007 15:42:22, 39936 bytes Name: Intel(R) ICH8 Family PCI Express Root Port 4 - 2845 Device ID: PCI\VEN_8086&DEV_2845&SUBSYS_01211025&REV_03\3&21436425&0&E3 Driver: C:\Windows\system32\DRIVERS\pci.sys, 6.01.7601.17514 (English), 11/21/2010 00:29:03, 153984 bytes Name: Intel(R) ICH8 Family USB Universal Host Controller - 2831 Device ID: PCI\VEN_8086&DEV_2831&SUBSYS_01211025&REV_03\3&21436425&0&E9 Driver: C:\Windows\system32\drivers\usbuhci.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 24064 bytes Driver: C:\Windows\system32\drivers\usbport.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 284672 bytes Driver: C:\Windows\system32\drivers\usbhub.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 258560 bytes Name: Ricoh 1394 OHCI Compliant Host Controller Device ID: PCI\VEN_1180&DEV_0832&SUBSYS_01211025&REV_05\4&6AD4B7A&0&48F0 Driver: C:\Windows\system32\DRIVERS\1394ohci.sys, 6.01.7601.17514 (English), 11/21/2010 00:29:03, 164864 bytes Name: Intel(R) PRO/Wireless 3945ABG Network Connection Device ID: PCI\VEN_8086&DEV_4222&SUBSYS_10018086&REV_02\4&10F04939&0&00E3 Driver: n/a Name: Intel(R) ICH8 Family PCI Express Root Port 1 - 283F Device ID: PCI\VEN_8086&DEV_283F&SUBSYS_01211025&REV_03\3&21436425&0&E0 Driver: C:\Windows\system32\DRIVERS\pci.sys, 6.01.7601.17514 (English), 11/21/2010 00:29:03, 153984 bytes Name: Intel(R) ICH8 Family USB Universal Host Controller - 2830 Device ID: PCI\VEN_8086&DEV_2830&SUBSYS_01211025&REV_03\3&21436425&0&E8 Driver: C:\Windows\system32\drivers\usbuhci.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 24064 bytes Driver: C:\Windows\system32\drivers\usbport.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 284672 bytes Driver: C:\Windows\system32\drivers\usbhub.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 258560 bytes Name: SDA Standard Compliant SD Host Controller Device ID: PCI\VEN_1180&DEV_0822&SUBSYS_01211025&REV_22\4&6AD4B7A&0&49F0 Driver: C:\Windows\system32\DRIVERS\sdbus.sys, 6.01.7601.17514 (English), 11/21/2010 00:29:03, 84992 bytes Name: Mobile Intel(R) 965 Express Chipset Family Device ID: PCI\VEN_8086&DEV_2A03&SUBSYS_01211025&REV_03\3&21436425&0&11 Driver: n/a Name: Intel(R) ICH8 Family SMBus Controller - 283E Device ID: PCI\VEN_8086&DEV_283E&SUBSYS_01211025&REV_03\3&21436425&0&FB Driver: n/a Name: Intel(R) 82801HEM/HBM SATA AHCI Controller Device ID: PCI\VEN_8086&DEV_2829&SUBSYS_01211025&REV_03\3&21436425&0&FA Driver: C:\Windows\system32\DRIVERS\iaStor.sys, 7.00.0001.1001 (English), 10/30/2007 15:05:00, 277784 bytes Name: Ricoh Memory Stick Controller Device ID: PCI\VEN_1180&DEV_0592&SUBSYS_01211025&REV_12\4&6AD4B7A&0&4BF0 Driver: C:\Windows\system32\snymsico.dll, 1.00.0000.9120 (English), 9/4/2004 04:00:00, 90112 bytes Driver: C:\Windows\system32\DRIVERS\rimsptsk.sys, 6.00.0001.0010 (Japanese), 1/23/2007 17:40:20, 42496 bytes Name: Mobile Intel(R) 965 Express Chipset Family Device ID: PCI\VEN_8086&DEV_2A02&SUBSYS_01211025&REV_03\3&21436425&0&10 Driver: C:\Windows\system32\DRIVERS\igdkmd32.sys, 8.14.0010.1930 (English), 9/23/2009 19:18:14, 4808192 bytes Driver: C:\Windows\system32\igdumd32.dll, 8.14.0010.1930 (English), 9/23/2009 19:18:08, 3829760 bytes Driver: C:\Windows\system32\igkrng400.bin, 9/23/2009 19:16:08, 2050952 bytes Driver: C:\Windows\system32\iglhxs32.vp, 9/23/2009 19:45:20, 39440 bytes Driver: C:\Windows\system32\iglhxo32.vp, 9/23/2009 18:45:12, 60015 bytes Driver: C:\Windows\system32\iglhxc32.vp, 9/23/2009 18:45:12, 60226 bytes Driver: C:\Windows\system32\iglhxg32.vp, 9/23/2009 18:45:12, 60254 bytes Driver: C:\Windows\system32\iglhxa32.vp, 9/23/2009 18:45:12, 1090 bytes Driver: C:\Windows\system32\iglhxa32.cpa, 9/23/2009 18:45:12, 1921265 bytes Driver: C:\Windows\system32\hccutils.dll, 8.14.0010.1930 (English), 9/23/2009 18:49:04, 94208 bytes Driver: C:\Windows\system32\igfxsrvc.dll, 8.14.0010.1930 (English), 9/23/2009 18:49:24, 51712 bytes Driver: C:\Windows\system32\igfxsrvc.exe, 8.14.0010.1930 (English), 9/23/2009 12:30:48, 252952 bytes Driver: C:\Windows\system32\igfxpph.dll, 8.14.0010.1930 (English), 9/23/2009 18:49:42, 199680 bytes Driver: C:\Windows\system32\igfxcpl.cpl, 8.14.0010.1930 (English), 9/23/2009 18:49:34, 119296 bytes Driver: C:\Windows\system32\igfxcfg.exe, 8.14.0010.1930 (English), 9/23/2009 12:30:50, 672792 bytes Driver: C:\Windows\system32\igfxdev.dll, 8.14.0010.1930 (English), 9/23/2009 18:49:00, 218112 bytes Driver: C:\Windows\system32\igfxdo.dll, 8.14.0010.1930 (English), 9/23/2009 18:49:10, 130048 bytes Driver: C:\Windows\system32\igfxtray.exe, 8.14.0010.1930 (English), 9/23/2009 12:30:48, 141848 bytes Driver: C:\Windows\system32\hkcmd.exe, 8.14.0010.1930 (English), 9/23/2009 12:30:48, 173592 bytes Driver: C:\Windows\system32\igfxress.dll, 8.14.0010.1930 (English), 9/23/2009 18:48:52, 5702656 bytes Driver: C:\Windows\system32\igfxpers.exe, 8.14.0010.1930 (English), 9/23/2009 12:30:48, 150552 bytes Driver: C:\Windows\system32\igfxTMM.dll, 8.14.0010.1930 (English), 9/23/2009 18:49:42, 257536 bytes Driver: C:\Windows\system32\TVWSetup.exe, 1.00.0001.0000 (English), 9/23/2009 12:30:50, 8198680 bytes Driver: C:\Windows\system32\igfxext.exe, 8.14.0010.1930 (English), 9/23/2009 12:30:48, 173080 bytes Driver: C:\Windows\system32\igfxexps.dll, 8.14.0010.1930 (English), 9/23/2009 18:49:36, 23552 bytes Driver: C:\Windows\system32\oemdspif.dll, 8.14.0010.1930 (English), 9/23/2009 18:49:38, 59392 bytes Driver: C:\Windows\system32\igfxrara.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:08, 252416 bytes Driver: C:\Windows\system32\igfxrchs.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:10, 178176 bytes Driver: C:\Windows\system32\igfxrcht.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:10, 179712 bytes Driver: C:\Windows\system32\igfxrdan.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:10, 280576 bytes Driver: C:\Windows\system32\igfxrdeu.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:10, 303616 bytes Driver: C:\Windows\system32\igfxrenu.lrc, 8.14.0010.1930 (English), 9/23/2009 18:48:52, 275968 bytes Driver: C:\Windows\system32\igfxresp.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:12, 303104 bytes Driver: C:\Windows\system32\igfxrfin.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:12, 281088 bytes Driver: C:\Windows\system32\igfxrfra.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:12, 303616 bytes Driver: C:\Windows\system32\igfxrheb.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:14, 249856 bytes Driver: C:\Windows\system32\igfxrita.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:14, 304640 bytes Driver: C:\Windows\system32\igfxrjpn.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:14, 206848 bytes Driver: C:\Windows\system32\igfxrkor.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:14, 205312 bytes Driver: C:\Windows\system32\igfxrnld.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:16, 299520 bytes Driver: C:\Windows\system32\igfxrnor.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:16, 280064 bytes Driver: C:\Windows\system32\igfxrplk.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:16, 287744 bytes Driver: C:\Windows\system32\igfxrptb.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:16, 289280 bytes Driver: C:\Windows\system32\igfxrptg.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:18, 294912 bytes Driver: C:\Windows\system32\igfxrrus.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:18, 291328 bytes Driver: C:\Windows\system32\igfxrsky.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:18, 282624 bytes Driver: C:\Windows\system32\igfxrslv.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:18, 277504 bytes Driver: C:\Windows\system32\igfxrsve.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:18, 282624 bytes Driver: C:\Windows\system32\igfxrtha.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:20, 262656 bytes Driver: C:\Windows\system32\igfxrcsy.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:10, 282624 bytes Driver: C:\Windows\system32\igfxrell.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:12, 310784 bytes Driver: C:\Windows\system32\igfxrhun.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:14, 288256 bytes Driver: C:\Windows\system32\igfxrtrk.lrc, 8.14.0010.1930 (English), 9/23/2009 18:52:20, 279040 bytes Driver: C:\Windows\system32\ig4icd32.dll, 8.14.0010.1930 (English), 9/23/2009 18:58:12, 4104192 bytes Driver: C:\Windows\system32\ig4dev32.dll, 8.14.0010.1930 (English), 9/23/2009 18:58:38, 2686976 bytes Driver: C:\Windows\system32\igd10umd32.dll, 8.14.0010.1930 (English), 9/23/2009 19:09:58, 2551808 bytes Driver: C:\Windows\system32\igdumdx32.dll, 8.14.0010.1930 (English), 9/23/2009 19:14:54, 536576 bytes Driver: C:\Windows\system32\igfxCoIn_v1930.dll, 1.01.0017.0000 (English), 9/23/2009 19:27:44, 155648 bytes Name: Intel(R) ICH8 Family USB2 Enhanced Host Controller - 283A Device ID: PCI\VEN_8086&DEV_283A&SUBSYS_01211025&REV_03\3&21436425&0&D7 Driver: C:\Windows\system32\drivers\usbehci.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 43520 bytes Driver: C:\Windows\system32\drivers\usbport.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 284672 bytes Driver: C:\Windows\system32\drivers\usbhub.sys, 6.01.7601.18328 (English), 8/18/2015 00:51:18, 258560 bytes Name: Intel(R) ICH8M LPC Interface Controller - 2815 Device ID: PCI\VEN_8086&DEV_2815&SUBSYS_01211025&REV_03\3&21436425&0&F8 Driver: C:\Windows\system32\DRIVERS\msisadrv.sys, 6.01.7600.16385 (English), 7/14/2009 04:20:43, 13888 bytes ------------------ DirectShow Filters ------------------ DirectShow Filters: WMAudio Decoder DMO,0x00800800,1,1,WMADMOD.DLL,6.01.7601.17514 WMAPro over S/PDIF DMO,0x00600800,1,1,WMADMOD.DLL,6.01.7601.17514 WMSpeech Decoder DMO,0x00600800,1,1,WMSPDMOD.DLL,6.01.7601.17514 MP3 Decoder DMO,0x00600800,1,1,mp3dmod.dll,6.01.7600.16385 Mpeg4s Decoder DMO,0x00800001,1,1,mp4sdecd.dll,6.01.7600.16385 WMV Screen decoder DMO,0x00600800,1,1,wmvsdecd.dll,6.01.7601.17514 WMVideo Decoder DMO,0x00800001,1,1,wmvdecod.dll,6.01.7601.18221 Mpeg43 Decoder DMO,0x00800001,1,1,mp43decd.dll,6.01.7600.16385 Mpeg4 Decoder DMO,0x00800001,1,1,mpg4decd.dll,6.01.7600.16385 ffdshow Video Decoder,0xff800001,2,1,ffdshow.ax,1.03.4534.0000 ffdshow raw video filter,0x00200000,2,1,ffdshow.ax,1.03.4534.0000 ffdshow Audio Decoder,0xff800001,1,1,ffdshow.ax,1.03.4534.0000 DV Muxer,0x00400000,0,0,qdv.dll,6.06.7601.17514 Color Space Converter,0x00400001,1,1,quartz.dll,6.06.7601.18741 LAV Splitter,0x00400001,1,1,LAVSplitter.ax,0.65.0000.0047 WM ASF Reader,0x00400000,0,0,qasf.dll,12.00.7601.17514 Screen Capture filter,0x00200000,0,1,wmpsrcwp.dll,12.00.7601.17514 AVI Splitter,0x00600000,1,1,quartz.dll,6.06.7601.18741 VGA 16 Color Ditherer,0x00400000,1,1,quartz.dll,6.06.7601.18741 SBE2MediaTypeProfile,0x00200000,0,0,sbe.dll,6.06.7601.17528 Microsoft DTV-DVD Video Decoder,0x005fffff,2,4,msmpeg2vdec.dll,12.00.9200.17037 AC3 Parser Filter,0x00600000,1,1,mpg2splt.ax,6.06.7601.17528 StreamBufferSink,0x00200000,0,0,sbe.dll,6.06.7601.17528 Microsoft TV Captions Decoder,0x00200001,1,0,MSTVCapn.dll,6.01.7601.17715 MJPEG Decompressor,0x00600000,1,1,quartz.dll,6.06.7601.18741 CBVA DMO wrapper filter,0x00200000,1,1,cbva.dll,6.01.7601.17514 MPEG-I Stream Splitter,0x00600000,1,2,quartz.dll,6.06.7601.18741 SAMI (CC) Parser,0x00400000,1,1,quartz.dll,6.06.7601.18741 VBI Codec,0x00600000,1,4,VBICodec.ax,6.06.7601.17514 MPEG-2 Splitter,0x005fffff,1,0,mpg2splt.ax,6.06.7601.17528 Closed Captions Analysis Filter,0x00200000,2,5,cca.dll,6.06.7601.17514 SBE2FileScan,0x00200000,0,0,sbe.dll,6.06.7601.17528 Microsoft MPEG-2 Video Encoder,0x00200000,1,1,msmpeg2enc.dll,6.01.7601.17514 Internal Script Command Renderer,0x00800001,1,0,quartz.dll,6.06.7601.18741 MPEG Audio Decoder,0x03680001,1,1,quartz.dll,6.06.7601.18741 DV Splitter,0x00600000,1,2,qdv.dll,6.06.7601.17514 Video Mixing Renderer 9,0x00200000,1,0,quartz.dll,6.06.7601.18741 Microsoft MPEG-2 Encoder,0x00200000,2,1,msmpeg2enc.dll,6.01.7601.17514 ACM Wrapper,0x00600000,1,1,quartz.dll,6.06.7601.18741 Video Renderer,0x00800001,1,0,quartz.dll,6.06.7601.18741 MPEG-2 Video Stream Analyzer,0x00200000,0,0,sbe.dll,6.06.7601.17528 Line 21 Decoder,0x00600000,1,1,qdvd.dll,6.06.7601.18741 Video Port Manager,0x00600000,2,1,quartz.dll,6.06.7601.18741 Video Renderer,0x00400000,1,0,quartz.dll,6.06.7601.18741 VPS Decoder,0x00200000,0,0,WSTPager.ax,6.06.7601.17514 WM ASF Writer,0x00400000,0,0,qasf.dll,12.00.7601.17514 VBI Surface Allocator,0x00600000,1,1,vbisurf.ax,6.01.7601.17514 File writer,0x00200000,1,0,qcap.dll,6.06.7601.17514 iTV Data Sink,0x00600000,1,0,itvdata.dll,6.06.7601.17514 Bandisoft MPEG-1 Video Decoder,0xff800001,1,1,bdfilters.dll,1.00.0005.0016 iTV Data Capture filter,0x00600000,1,1,itvdata.dll,6.06.7601.17514 VSFilter,0x00200000,2,1,vsfilter.dll,1.07.0009.0145 VSFilter (auto-loading version),0x00800002,2,1,vsfilter.dll,1.07.0009.0145 DVD Navigator,0x00200000,0,3,qdvd.dll,6.06.7601.18741 Microsoft TV Subtitles Decoder,0x00200001,1,0,MSTVCapn.dll,6.01.7601.17715 Overlay Mixer2,0x00200000,1,1,qdvd.dll,6.06.7601.18741 AVI Draw,0x00600064,9,1,quartz.dll,6.06.7601.18741 RDP DShow Redirection Filter,0xffffffff,1,0,DShowRdpFilter.dll, DC-Bass Source,0x00400000,0,1,DCBassSourceMod.ax,1.05.0002.0000 Microsoft MPEG-2 Audio Encoder,0x00200000,1,1,msmpeg2enc.dll,6.01.7601.17514 WST Pager,0x00200000,1,1,WSTPager.ax,6.06.7601.17514 MPEG-2 Demultiplexer,0x00600000,1,1,mpg2splt.ax,6.06.7601.17528 DV Video Decoder,0x00800000,1,1,qdv.dll,6.06.7601.17514 ffdshow Audio Processor,0x00200000,1,1,ffdshow.ax,1.03.4534.0000 LAV Splitter Source,0x00400001,0,1,LAVSplitter.ax,0.65.0000.0047 SampleGrabber,0x00200000,1,1,qedit.dll,6.06.7601.18501 Null Renderer,0x00200000,1,0,qedit.dll,6.06.7601.18501 MPEG-2 Sections and Tables,0x005fffff,1,0,Mpeg2Data.ax,6.06.7601.17514 Microsoft AC3 Encoder,0x00200000,1,1,msac3enc.dll,6.01.7601.17514 StreamBufferSource,0x00200000,0,0,sbe.dll,6.06.7601.17528 Smart Tee,0x00200000,1,2,qcap.dll,6.06.7601.17514 Overlay Mixer,0x00200000,0,0,qdvd.dll,6.06.7601.18741 AVI Decompressor,0x00600000,1,1,quartz.dll,6.06.7601.18741 NetBridge,0x00200000,2,0,netbridge.dll,6.01.7601.17514 AVI/WAV File Source,0x00400000,0,2,quartz.dll,6.06.7601.18741 Wave Parser,0x00400000,1,1,quartz.dll,6.06.7601.18741 MIDI Parser,0x00400000,1,1,quartz.dll,6.06.7601.18741 Multi-file Parser,0x00400000,1,1,quartz.dll,6.06.7601.18741 File stream renderer,0x00400000,1,1,quartz.dll,6.06.7601.18741 ffdshow subtitles filter,0x00200000,2,1,ffdshow.ax,1.03.4534.0000 Microsoft DTV-DVD Audio Decoder,0x005fffff,1,1,msmpeg2adec.dll,6.01.7140.0000 StreamBufferSink2,0x00200000,0,0,sbe.dll,6.06.7601.17528 AVI Mux,0x00200000,1,0,qcap.dll,6.06.7601.17514 Bandisoft MPEG-1 Audio Decoder,0xff800001,1,1,bdfilters.dll,1.00.0005.0016 Line 21 Decoder 2,0x00600002,1,1,quartz.dll,6.06.7601.18741 File Source (Async.),0x00400000,0,1,quartz.dll,6.06.7601.18741 File Source (URL),0x00400000,0,1,quartz.dll,6.06.7601.18741 Media Center Extender Encryption Filter,0x00200000,2,2,Mcx2Filter.dll,6.01.7601.17514 AudioRecorder WAV Dest,0x00200000,0,0,WavDest.dll, AudioRecorder Wave Form,0x00200000,0,0,WavDest.dll, SoundRecorder Null Renderer,0x00200000,0,0,WavDest.dll, LAV Audio Decoder,0x00800003,1,1,LAVAudio.ax,0.65.0000.0047 LAV Video Decoder,0xff800000,1,1,LAVVideo.ax,0.65.0000.0047 Infinite Pin Tee Filter,0x00200000,1,1,qcap.dll,6.06.7601.17514 Enhanced Video Renderer,0x00200000,1,0,evr.dll,6.01.7601.18741 BDA MPEG2 Transport Information Filter,0x00200000,2,0,psisrndr.ax,6.06.7601.17669 MPEG Video Decoder,0x40000001,1,1,quartz.dll,6.06.7601.18741 WDM Streaming Tee/Splitter Devices: Tee/Sink-to-Sink Converter,0x00200000,1,1,ksproxy.ax,6.01.7601.17514 Video Compressors: WMVideo8 Encoder DMO,0x00600800,1,1,wmvxencd.dll,6.01.7600.16385 WMVideo9 Encoder DMO,0x00600800,1,1,wmvencod.dll,6.01.7600.16385 MSScreen 9 encoder DMO,0x00600800,1,1,wmvsencd.dll,6.01.7600.16385 DV Video Encoder,0x00200000,0,0,qdv.dll,6.06.7601.17514 ffdshow video encoder,0x00100000,1,1,ffdshow.ax,1.03.4534.0000 MJPEG Compressor,0x00200000,0,0,quartz.dll,6.06.7601.18741 Cinepak Codec by Radius,0x00200000,1,1,qcap.dll,6.06.7601.17514 Intel IYUV codec,0x00200000,1,1,qcap.dll,6.06.7601.17514 Intel IYUV codec,0x00200000,1,1,qcap.dll,6.06.7601.17514 Bandi MJPEG Video Decoder,0x00200000,1,1,qcap.dll,6.06.7601.17514 Bandi MPEG-1 Video Decoder,0x00200000,1,1,qcap.dll,6.06.7601.17514 Microsoft RLE,0x00200000,1,1,qcap.dll,6.06.7601.17514 Microsoft Video 1,0x00200000,1,1,qcap.dll,6.06.7601.17514 Audio Compressors: WM Speech Encoder DMO,0x00600800,1,1,WMSPDMOE.DLL,6.01.7600.16385 WMAudio Encoder DMO,0x00600800,1,1,WMADMOE.DLL,6.01.7600.16385 IMA ADPCM,0x00200000,1,1,quartz.dll,6.06.7601.18741 PCM,0x00200000,1,1,quartz.dll,6.06.7601.18741 Microsoft ADPCM,0x00200000,1,1,quartz.dll,6.06.7601.18741 GSM 6.10,0x00200000,1,1,quartz.dll,6.06.7601.18741 CCITT A-Law,0x00200000,1,1,quartz.dll,6.06.7601.18741 CCITT u-Law,0x00200000,1,1,quartz.dll,6.06.7601.18741 MP2,0x00200000,1,1,quartz.dll,6.06.7601.18741 MPEG Layer-3,0x00200000,1,1,quartz.dll,6.06.7601.18741 Audio Capture Sources: Microphone (Realtek High Defini,0x00200000,0,0,qcap.dll,6.06.7601.17514 PBDA CP Filters: PBDA DTFilter,0x00600000,1,1,CPFilters.dll,6.06.7601.17528 PBDA ETFilter,0x00200000,0,0,CPFilters.dll,6.06.7601.17528 PBDA PTFilter,0x00200000,0,0,CPFilters.dll,6.06.7601.17528 Midi Renderers: Default MidiOut Device,0x00800000,1,0,quartz.dll,6.06.7601.18741 Microsoft GS Wavetable Synth,0x00200000,1,0,quartz.dll,6.06.7601.18741 WDM Streaming Capture Devices: ,0x00000000,0,0,, ,0x00000000,0,0,, ,0x00000000,0,0,, Acer CrystalEye webcam,0x00200000,1,2,ksproxy.ax,6.01.7601.17514 WDM Streaming Rendering Devices: Realtek HD Audio output,0x00200000,1,1,ksproxy.ax,6.01.7601.17514 Realtek HDA HDMI Out,0x00200000,1,1,ksproxy.ax,6.01.7601.17514 Realtek HDA SPDIF Out,0x00200000,1,1,ksproxy.ax,6.01.7601.17514 BDA Network Providers: Microsoft ATSC Network Provider,0x00200000,0,1,MSDvbNP.ax,6.06.7601.17514 Microsoft DVBC Network Provider,0x00200000,0,1,MSDvbNP.ax,6.06.7601.17514 Microsoft DVBS Network Provider,0x00200000,0,1,MSDvbNP.ax,6.06.7601.17514 Microsoft DVBT Network Provider,0x00200000,0,1,MSDvbNP.ax,6.06.7601.17514 Microsoft Network Provider,0x00200000,0,1,MSNP.ax,6.06.7601.17514 Video Capture Sources: Acer CrystalEye webcam,0x00200000,1,2,ksproxy.ax,6.01.7601.17514 Multi-Instance Capable VBI Codecs: VBI Codec,0x00600000,1,4,VBICodec.ax,6.06.7601.17514 BDA Transport Information Renderers: BDA MPEG2 Transport Information Filter,0x00600000,2,0,psisrndr.ax,6.06.7601.17669 MPEG-2 Sections and Tables,0x00600000,1,0,Mpeg2Data.ax,6.06.7601.17514 BDA CP/CA Filters: Decrypt/Tag,0x00600000,1,1,EncDec.dll,6.06.7601.17708 Encrypt/Tag,0x00200000,0,0,EncDec.dll,6.06.7601.17708 PTFilter,0x00200000,0,0,EncDec.dll,6.06.7601.17708 XDS Codec,0x00200000,0,0,EncDec.dll,6.06.7601.17708 WDM Streaming Communication Transforms: Tee/Sink-to-Sink Converter,0x00200000,1,1,ksproxy.ax,6.01.7601.17514 Audio Renderers: Speakers (Realtek High Definiti,0x00200000,1,0,quartz.dll,6.06.7601.18741 Default DirectSound Device,0x00800000,1,0,quartz.dll,6.06.7601.18741 Default WaveOut Device,0x00200000,1,0,quartz.dll,6.06.7601.18741 DirectSound: Realtek Digital Output (Realtek High Definition Audio),0x00200000,1,0,quartz.dll,6.06.7601.18741 DirectSound: Realtek HDMI Output (Realtek High Definition Audio),0x00200000,1,0,quartz.dll,6.06.7601.18741 DirectSound: Speakers (Realtek High Definition Audio),0x00200000,1,0,quartz.dll,6.06.7601.18741 Realtek Digital Output (Realtek,0x00200000,1,0,quartz.dll,6.06.7601.18741 Realtek HDMI Output (Realtek Hi,0x00200000,1,0,quartz.dll,6.06.7601.18741 --------------- EVR Power Information --------------- Current Setting: {5C67A112-A4C9-483F-B4A7-1D473BECAFDC} (Quality) Quality Flags: 2576 Enabled: Force throttling Allow half deinterlace Allow scaling Decode Power Usage: 100 Balanced Flags: 1424 Enabled: Force throttling Allow batching Force half deinterlace Force scaling Decode Power Usage: 50 PowerFlags: 1424 Enabled: Force throttling Allow batching Force half deinterlace Force scaling Decode Power Usage: 0

AI-Guided Backtester for Retail Traders and Quant Builders. Supports Indian Equities + Crypto (Binance). Automated analysis, portfolio optimization, and lightning-fast Parquet data engine. Open Source | Built to Make Research Accessible.

Introduction In ecommerce companies like online retails, customer segmentation is necessary in order to understand customers behaviors. It leverages aqcuired customer data like the one we have in our case, transactions data in order to divide customers into groups. Our goal in this Notebook is to cluster our customers to get insights in: Increasing revenue (Knowing customers who present most of our revenue) Increasing customer retention Discovering Trends and patterns Defining customers at risk We will do RFM Analysis as a first step and then combine RFM with predictive algorithms (k-means). RFM Analysis answers these questions: Who are our best customers? Who has the potential to be converted in more profitable customers? Which customers we must retain? Which group of customers is most likely to respond to our current campaign? More about RFM here.

This repository 📂 features a collection of advanced Power BI projects, diving into data analysis across diverse domains like finance 🏦, healthcare 🏥, retail 🛒, and more. Each project includes interactive dashboards 📊, key insights 🔍, and analytical approaches to deliver valuable business intelligence solutions 💡.

This project aims to analyze and visualize the sales data for Retail and Food Services in the U.S.A. The data is sourced from the U.S. government website and has been processed using SQL to create a database for easy management and analysis.

SQL-based EDA project exploring a retail data warehouse. Includes database setup and analysis scripts for data exploration, dimension profiling, date range discovery, measures analysis, magnitude breakdowns and ranking using aggregates and window functions.

It is challenging to build useful forecasts for sparse demand products. If the forecast is lower than the actual demand, it can lead to poor assortment and replenishment decisions, and customers will not be able to get the products they want when they need them. If the forecast is higher than the actual demand, the unsold products will occupy inventory shelves, and if the products are perishable, they will have to be liquidated at low costs to prevent spoilage. The overall objective of the model is to use the retail data which provides us with historic sales across various countries and products for a firm. We use this information given, and make use of FM’ s to predict the sparse demand with missing transactions. The above step then enhances the overall demand forecast achieved with LSTM analysis. As part of the this project we answered the following questions: How well does matrix factorization perform at predicting intermittent demand How does matrix factorization approach improve the overall time-series forecasting

Market Basket Analysis performed on Online Retail Data

pyretailscience - A data analysis and science toolkit for retail data

A data analysis project exploring consumer behavior and sales trends through EDA using Python. Includes visualizations and insights derived from retail shopping data.

------------------ System Information ------------------ Time of this report: 8/20/2013, 21:40:50 Machine name: SONY-PC Operating System: Windows 7 Professional 64-bit (6.1, Build 7601) Service Pack 1 (7601.win7sp1_rtm.101119-1850) Language: Portuguese (Regional Setting: Portuguese) System Manufacturer: Sony Corporation System Model: VGN-FZ420E BIOS: Ver 1.00PARTTBL Processor: Intel(R) Core(TM)2 Duo CPU T5550 @ 1.83GHz (2 CPUs), ~1.8GHz Memory: 3072MB RAM Available OS Memory: 3062MB RAM Page File: 1806MB used, 4316MB available Windows Dir: C:\Windows DirectX Version: DirectX 11 DX Setup Parameters: Not found User DPI Setting: Using System DPI System DPI Setting: 96 DPI (100 percent) DWM DPI Scaling: Disabled DxDiag Version: 6.01.7601.17514 32bit Unicode ------------ DxDiag Notes ------------ Display Tab 1: No problems found. Sound Tab 1: No problems found. Input Tab: No problems found. -------------------- DirectX Debug Levels -------------------- Direct3D: 0/4 (retail) DirectDraw: 0/4 (retail) DirectInput: 0/5 (retail) DirectMusic: 0/5 (retail) DirectPlay: 0/9 (retail) DirectSound: 0/5 (retail) DirectShow: 0/6 (retail) --------------- Display Devices --------------- Card name: Mobile Intel(R) 965 Express Chipset Family (Microsoft Corporation - WDDM 1.1) Manufacturer: Intel Corporation Chip type: Mobile Intel(R) 965 Express Chipset Family DAC type: Internal Device Key: Enum\PCI\VEN_8086&DEV_2A02&SUBSYS_9005104D&REV_0C Display Memory: 358 MB Dedicated Memory: 0 MB Shared Memory: 358 MB Current Mode: 1280 x 800 (32 bit) (59Hz) Monitor Name: Monitor Genérico PnP Monitor Model: unknown Monitor Id: MS_0040 Native Mode: 1280 x 800(p) (59.940Hz) Output Type: Internal Driver Name: igdumd64.dll,igd10umd64.dll Driver File Version: 8.15.0010.1749 (English) Driver Version: 8.15.10.1749 DDI Version: 10 Driver Model: WDDM 1.1 Driver Attributes: Final Retail Driver Date/Size: 7/13/2009 22:41:07, 5437952 bytes WHQL Logo'd: Yes WHQL Date Stamp: Device Identifier: {D7B78E66-6942-11CF-2875-0FB0ACC2C535} Vendor ID: 0x8086 Device ID: 0x2A02 SubSys ID: 0x9005104D Revision ID: 0x000C Driver Strong Name: igdlh.inf:Intel.Mfg.NTamd64...1:i965GM0:8.15.10.1749:pci\ven_8086&dev_2a02 Rank Of Driver: 00EC2001 Video Accel: ModeMPEG2_A ModeMPEG2_C ModeWMV9_B ModeVC1_B Deinterlace Caps: {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(YUY2,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(YUY2,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(YUY2,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(UYVY,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(UYVY,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(UYVY,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(YV12,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(YV12,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(YV12,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(NV12,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(NV12,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(NV12,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(IMC1,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(IMC1,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(IMC1,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(IMC2,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(IMC2,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(IMC2,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(IMC3,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(IMC3,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(IMC3,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend {BF752EF6-8CC4-457A-BE1B-08BD1CAEEE9F}: Format(In/Out)=(IMC4,YUY2) Frames(Prev/Fwd/Back)=(0,0,1) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_EdgeFiltering {335AA36E-7884-43A4-9C91-7F87FAF3E37E}: Format(In/Out)=(IMC4,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend DeinterlaceTech_BOBVerticalStretch {5A54A0C9-C7EC-4BD9-8EDE-F3C75DC4393B}: Format(In/Out)=(IMC4,YUY2) Frames(Prev/Fwd/Back)=(0,0,0) Caps=VideoProcess_YUV2RGB VideoProcess_StretchX VideoProcess_StretchY VideoProcess_AlphaBlend D3D9 Overlay: Supported DXVA-HD: Not Supported DDraw Status: Enabled D3D Status: Enabled AGP Status: Enabled ------------- Sound Devices ------------- Description: Alto-falantes (Dispositivo de High Definition Audio) Default Sound Playback: Yes Default Voice Playback: Yes Hardware ID: HDAUDIO\FUNC_01&VEN_8384&DEV_7662&SUBSYS_104D2300&REV_1002 Manufacturer ID: 1 Product ID: 65535 Type: WDM Driver Name: HdAudio.sys Driver Version: 6.01.7601.17514 (Portuguese) Driver Attributes: Final Retail WHQL Logo'd: Yes Date and Size: 11/20/2010 02:44:24, 350208 bytes Other Files: Driver Provider: Microsoft HW Accel Level: Basic Cap Flags: 0xF1F Min/Max Sample Rate: 100, 200000 Static/Strm HW Mix Bufs: 1, 0 Static/Strm HW 3D Bufs: 0, 0 HW Memory: 0 Voice Management: No EAX(tm) 2.0 Listen/Src: No, No I3DL2(tm) Listen/Src: No, No Sensaura(tm) ZoomFX(tm): No --------------------- Sound Capture Devices --------------------- Description: Microfone (Dispositivo de High Definition Audio) Default Sound Capture: Yes Default Voice Capture: Yes Driver Name: HdAudio.sys Driver Version: 6.01.7601.17514 (Portuguese) Driver Attributes: Final Retail Date and Size: 11/20/2010 02:44:24, 350208 bytes Cap Flags: 0x1 Format Flags: 0xFFFFF Description: Microfone (Dispositivo de High Definition Audio) Default Sound Capture: No Default Voice Capture: No Driver Name: HdAudio.sys Driver Version: 6.01.7601.17514 (Portuguese) Driver Attributes: Final Retail Date and Size: 11/20/2010 02:44:24, 350208 bytes Cap Flags: 0x1 Format Flags: 0xFFFFF ------------------- DirectInput Devices ------------------- Device Name: Mouse Attached: 1 Controller ID: n/a Vendor/Product ID: n/a FF Driver: n/a Device Name: Teclado Attached: 1 Controller ID: n/a Vendor/Product ID: n/a FF Driver: n/a Device Name: USB Receiver Attached: 1 Controller ID: 0x0 Vendor/Product ID: 0x046D, 0xC51B FF Driver: n/a Poll w/ Interrupt: No ----------- USB Devices ----------- + USB Root Hub | Vendor/Product ID: 0x8086, 0x2830 | Matching Device ID: usb\root_hub | Service: usbhub ---------------- Gameport Devices ---------------- ------------ PS/2 Devices ------------ + Teclado Padrão PS/2 | Matching Device ID: *pnp0303 | Service: i8042prt | + Terminal Server Keyboard Driver | Matching Device ID: root\rdp_kbd | Upper Filters: kbdclass | Service: TermDD | + Mouse compatível com PS/2 | Matching Device ID: *pnp0f13 | Service: i8042prt | + Mouse compatível com HID | Vendor/Product ID: 0x046D, 0xC51B | Matching Device ID: hid_device_system_mouse | Service: mouhid | + Terminal Server Mouse Driver | Matching Device ID: root\rdp_mou | Upper Filters: mouclass | Service: TermDD ------------------------ Disk & DVD/CD-ROM Drives ------------------------ Drive: C: Free Space: 386.5 GB Total Space: 476.8 GB File System: NTFS Model: SAMSUNG HM500JI ATA Device Drive: D: Model: Optiarc DVD RW AD-7560A ATA Device Driver: c:\windows\system32\drivers\cdrom.sys, 6.01.7601.17514 (Portuguese), , 0 bytes -------------- System Devices -------------- Name: Mobile Intel(R) 965 Express Chipset Family (Microsoft Corporation - WDDM 1.1) Device ID: PCI\VEN_8086&DEV_2A03&SUBSYS_9005104D&REV_0C\3&33FD14CA&0&11 Driver: n/a Name: Intel(R) ICH8 Family PCI Express Root Port 1 - 283F Device ID: PCI\VEN_8086&DEV_283F&SUBSYS_9005104D&REV_03\3&33FD14CA&0&E0 Driver: n/a Name: Intel(R) ICH8 Family USB Universal Host Controller - 2830 Device ID: PCI\VEN_8086&DEV_2830&SUBSYS_9005104D&REV_03\3&33FD14CA&0&E8 Driver: n/a Name: Mobile Intel(R) 965 Express Chipset Family (Microsoft Corporation - WDDM 1.1) Device ID: PCI\VEN_8086&DEV_2A02&SUBSYS_9005104D&REV_0C\3&33FD14CA&0&10 Driver: n/a Name: Intel(R) ICH8 Family SMBus Controller - 283E Device ID: PCI\VEN_8086&DEV_283E&SUBSYS_9005104D&REV_03\3&33FD14CA&0&FB Driver: n/a Name: Intel(R) ICH8M SATA AHCI Controller - 2829 Device ID: PCI\VEN_8086&DEV_2829&SUBSYS_9005104D&REV_03\3&33FD14CA&0&FA Driver: n/a Name: Mobile Intel(R) PM965/GM965/GL960/GS965 Express Processor to DRAM Controller - 2A00 Device ID: PCI\VEN_8086&DEV_2A00&SUBSYS_9005104D&REV_0C\3&33FD14CA&0&00 Driver: n/a Name: Intel(R) ICH8 Family USB2 Enhanced Host Controller - 283A Device ID: PCI\VEN_8086&DEV_283A&SUBSYS_9005104D&REV_03\3&33FD14CA&0&D7 Driver: n/a Name: Intel(R) ICH8M LPC Interface Controller - 2815 Device ID: PCI\VEN_8086&DEV_2815&SUBSYS_9005104D&REV_03\3&33FD14CA&0&F8 Driver: n/a Name: Intel(R) ICH8M Ultra ATA Storage Controllers - 2850 Device ID: PCI\VEN_8086&DEV_2850&SUBSYS_9005104D&REV_03\3&33FD14CA&0&F9 Driver: n/a Name: Intel(R) ICH8 Family USB2 Enhanced Host Controller - 2836 Device ID: PCI\VEN_8086&DEV_2836&SUBSYS_9005104D&REV_03\3&33FD14CA&0&EF Driver: n/a Name: Intel(R) 82801 PCI Bridge - 2448 Device ID: PCI\VEN_8086&DEV_2448&SUBSYS_9005104D&REV_F3\3&33FD14CA&0&F0 Driver: n/a Name: Controlador de High Definition Audio Device ID: PCI\VEN_8086&DEV_284B&SUBSYS_9005104D&REV_03\3&33FD14CA&0&D8 Driver: n/a Name: Intel(R) ICH8 Family USB Universal Host Controller - 2835 Device ID: PCI\VEN_8086&DEV_2835&SUBSYS_9005104D&REV_03\3&33FD14CA&0&D1 Driver: n/a Name: Marvell Yukon 88E8036 PCI-E Fast Ethernet Controller Device ID: PCI\VEN_11AB&DEV_4351&SUBSYS_9005104D&REV_16\4&16BEB6B9&0&00E4 Driver: n/a Name: Intel(R) ICH8 Family PCI Express Root Port 5 - 2847 Device ID: PCI\VEN_8086&DEV_2847&SUBSYS_9005104D&REV_03\3&33FD14CA&0&E4 Driver: n/a Name: Intel(R) ICH8 Family USB Universal Host Controller - 2834 Device ID: PCI\VEN_8086&DEV_2834&SUBSYS_9005104D&REV_03\3&33FD14CA&0&D0 Driver: n/a Name: Controlador de armazenamento em massa Device ID: PCI\VEN_104C&DEV_803B&SUBSYS_9005104D&REV_00\4&3A867C58&0&1AF0 Driver: n/a Name: Intel(R) ICH8 Family PCI Express Root Port 3 - 2843 Device ID: PCI\VEN_8086&DEV_2843&SUBSYS_9005104D&REV_03\3&33FD14CA&0&E2 Driver: n/a Name: Intel(R) ICH8 Family USB Universal Host Controller - 2832 Device ID: PCI\VEN_8086&DEV_2832&SUBSYS_9005104D&REV_03\3&33FD14CA&0&EA Driver: n/a Name: Texas Instruments 1394 OHCI Compliant Host Controller Device ID: PCI\VEN_104C&DEV_803A&SUBSYS_9005104D&REV_00\4&3A867C58&0&19F0 Driver: n/a Name: Intel(R) Wireless WiFi Link 4965AGN Device ID: PCI\VEN_8086&DEV_4229&SUBSYS_11008086&REV_61\4&17422A72&0&00E2 Driver: n/a Name: Intel(R) ICH8 Family PCI Express Root Port 2 - 2841 Device ID: PCI\VEN_8086&DEV_2841&SUBSYS_9005104D&REV_03\3&33FD14CA&0&E1 Driver: n/a Name: Intel(R) ICH8 Family USB Universal Host Controller - 2831 Device ID: PCI\VEN_8086&DEV_2831&SUBSYS_9005104D&REV_03\3&33FD14CA&0&E9 Driver: n/a Name: Texas Instruments PCI-8x12/7x12/6x12 CardBus Controller Device ID: PCI\VEN_104C&DEV_8039&SUBSYS_9005104D&REV_00\4&3A867C58&0&18F0 Driver: n/a ------------------ DirectShow Filters ------------------ DirectShow Filters: WMAudio Decoder DMO,0x00800800,1,1,WMADMOD.DLL,6.01.7601.17514 WMAPro over S/PDIF DMO,0x00600800,1,1,WMADMOD.DLL,6.01.7601.17514 WMSpeech Decoder DMO,0x00600800,1,1,WMSPDMOD.DLL,6.01.7601.17514 MP3 Decoder DMO,0x00600800,1,1,mp3dmod.dll,6.01.7600.16385 Mpeg4s Decoder DMO,0x00800001,1,1,mp4sdecd.dll,6.01.7600.16385 WMV Screen decoder DMO,0x00600800,1,1,wmvsdecd.dll,6.01.7601.17514 WMVideo Decoder DMO,0x00800001,1,1,wmvdecod.dll,6.01.7601.17514 Mpeg43 Decoder DMO,0x00800001,1,1,mp43decd.dll,6.01.7600.16385 Mpeg4 Decoder DMO,0x00800001,1,1,mpg4decd.dll,6.01.7600.16385 Nero Audible Decoder,0x00200000,1,1,NeAudible.ax,4.11.0003.0007 Nero Subpicture Decoder,0x00400000,1,1,NeSubpicture.ax,4.11.0003.0007 ArcSoft TimeShift2.0 Client Filter,0x00400000,0,1,TimeShift2.ax,1.00.0000.0015 Nero Scene Detector 2,0x00200000,2,0,NeSceneDetector.ax,4.11.0003.0007 Nero Stream Buffer Sink,0x00200000,0,0,NeSBE.ax,4.11.0003.0007 Nero Subtitle,0x00200000,1,1,NeSubtitle.ax,4.11.0003.0007 DV Muxer,0x00400000,0,0,qdv.dll,6.06.7601.17514 DV Scenes,0x00200000,1,1,NVDV.dll,3.00.0004.0000 Color Space Converter,0x00400001,1,1,quartz.dll,6.06.7601.17514 WM ASF Reader,0x00400000,0,0,qasf.dll,12.00.7601.17514 Screen Capture filter,0x00200000,0,1,wmpsrcwp.dll,12.00.7601.17514 AVI Splitter,0x00600000,1,1,quartz.dll,6.06.7601.17514 VGA 16 Color Ditherer,0x00400000,1,1,quartz.dll,6.06.7601.17514 SBE2MediaTypeProfile,0x00200000,0,0,sbe.dll,6.06.7601.17514 Arcsoft PutDataSample Filter 1.0,0x00200000,1,1,ArcPutDataSample.ax,1.00.0000.0005 CyberLink AudioCD Filter (PDVD7),0x00600000,0,1,CLAudioCD.ax,5.00.0000.4417 Nero FTC,0x00200000,1,1,NeFTC.ax,1.00.0000.0000 Microsoft DTV-DVD Video Decoder,0x005fffff,2,4,msmpeg2vdec.dll,6.01.7140.0000 AC3 Parser Filter,0x00600000,1,1,mpg2splt.ax,6.06.7601.17514 CyberLink Audio Decoder (PDVD7),0x00201000,1,1,CLAud.ax,6.01.0000.4227 StreamBufferSink,0x00200000,0,0,sbe.dll,6.06.7601.17514 Nero Resize,0x00400000,1,1,NeResize.ax,4.11.0003.0007 MJPEG Decompressor,0x00600000,1,1,quartz.dll,6.06.7601.17514 CyberLink Audio Effect (PDVD7),0x00200000,1,1,CLAudFx.ax,6.00.0000.4111 MPEG-I Stream Splitter,0x00600000,1,2,quartz.dll,6.06.7601.17514 ArcSoft Mpeg Encoder Filter,0x00200000,2,0,ArcMpegCodec.ax,2.05.0000.0013 MPEG-2 PSI Reader Filter,0x00200000,0,0,Mpeg2PsiReader.ax,1.00.0000.0004 SAMI (CC) Parser,0x00400000,1,1,quartz.dll,6.06.7601.17514 Nero AV Synchronizer,0x00200000,1,1,NeAVSync.ax,4.11.0003.0007 VBI Codec,0x00600000,1,4,VBICodec.ax,6.06.7601.17514 Nero Audio Stream Renderer,0x00200000,1,0,NeRender.ax,4.11.0003.0007 MPEG-2 Splitter,0x005fffff,1,0,mpg2splt.ax,6.06.7601.17514 Closed Captions Analysis Filter,0x00200000,2,5,cca.dll,6.06.7601.17514 SBE2FileScan,0x00200000,0,0,sbe.dll,6.06.7601.17514 Microsoft MPEG-2 Video Encoder,0x00200000,1,1,msmpeg2enc.dll,6.01.7601.17514 Nero Digital AVC Audio Encoder,0x00200000,1,2,NeNDAud.ax,4.11.0003.0007 Nero Digital AVC File Writer,0x00200000,1,0,NeNDMux.ax,4.11.0003.0007 Nero Digital AVC Video Enc,0x00200000,1,2,NeNDVid.ax,4.11.0003.0007 Nero Digital AVC Null Renderer,0x00200000,1,0,NeNDMux.ax,4.11.0003.0007 Nero Digital AVC Muxer,0x00200000,2,1,NeNDMux.ax,4.11.0003.0007 CyberLink Video/SP Decoder(PDVD7 HomeNetwork),0x00200000,2,3,CLVSD.ax,6.00.0000.3313 Arcsoft GetDataSample Filter 1.0,0x00200000,1,1,ArcGetDataSample.ax,1.00.0000.0012 ArcSoft MPEG Audio Decoder,0x00600000,1,1,mpgaudio.ax,2.04.0002.0016 Nero QuickTime(tm) Video Decoder,0x00400000,1,1,NeQTDec.ax,4.11.0003.0007 Internal Script Command Renderer,0x00800001,1,0,quartz.dll,6.06.7601.17514 MPEG Audio Decoder,0x03680001,1,1,quartz.dll,6.06.7601.17514 Nero Digital AVC Subpicture Enc,0x00200000,1,0,NeNDMux.ax,4.11.0003.0007 Nero Format Converter,0x00200000,1,1,NeroFormatConv.ax,4.11.0003.0007 Nero Overlay Mixer,0x00200000,1,1,NeOverlayMixer.ax,4.11.0003.0007 Nero MP4 Splitter,0x00600000,1,1,NeMP4Splitter.ax,4.11.0003.0007 DV Splitter,0x00600000,1,2,qdv.dll,6.06.7601.17514 HighMAT and MPV Navigator Filter,0x00200000,0,3,HMNavigator.ax,4.11.0003.0007 Video Mixing Renderer 9,0x00200000,1,0,quartz.dll,6.06.7601.17514 Nero Photo Source,0x00200000,0,1,NePhotoSource.ax,4.11.0003.0007 CyberLink Demux (PDVD7),0x00602000,1,0,CLDemuxer.ax,1.00.0000.4528 CyberLink MPEG Splitter,0x00200000,1,2,CLSplter.ax,3.01.0000.3022 ArcSoft TimeShift2.0 Server Filter,0x00200000,1,0,TimeShift2.ax,1.00.0000.0015 Nero Video Analyzer,0x00200000,2,0,NeVideoAnalyzer.ax,4.11.0003.0007 Nero ES Video Reader,0x00600000,0,1,NDParser.ax,4.11.0003.0007 CyberLink Line21 Decoder (PDVD7),0x00200000,0,2,CLLine21.ax,4.00.0000.7602 Microsoft MPEG-2 Encoder,0x00200000,2,1,msmpeg2enc.dll,6.01.7601.17514 DV Source Filter,0x00400000,0,1,NVDV.dll,3.00.0004.0000 MPEG-2 Stream Reader Filter,0x00200000,0,0,Mpeg2StreamReader.ax,1.04.0000.0000 Nero Audio CD Filter,0x00200000,0,1,NeAudCD.ax,4.11.0003.0007 Nero Video Renderer,0x00200000,1,0,NeVideoRenderer.ax,4.11.0003.0007 Nero PresentationGraphics Decoder,0x00600000,2,1,NeBDGraphic.ax,4.11.0003.0007 ACM Wrapper,0x00600000,1,1,quartz.dll,6.06.7601.17514 Video Renderer,0x00800001,1,0,quartz.dll,6.06.7601.17514 ArcSoft File Dump,0x00200000,1,0,FileDump.ax,2.00.0000.0008 MPEG-2 Video Stream Analyzer,0x00200000,0,0,sbe.dll,6.06.7601.17514 Line 21 Decoder,0x00600000,1,1,qdvd.dll,6.06.7601.17514 Nero InteractiveGraphics Decoder,0x00600000,1,1,NeBDGraphic.ax,4.11.0003.0007 Video Port Manager,0x00600000,2,1,quartz.dll,6.06.7601.17514 CyberLink Push-Mode CLStream (PDVD7),0x00200000,0,1,CLStream(PushMode).ax,1.00.0000.1627 CyberLink Audio Decoder (PDVD7 UPnP),0x00200000,1,1,CLAud.ax,6.01.0000.3816 Video Renderer,0x00400000,1,0,quartz.dll,6.06.7601.17514 Nero Sound Processor,0x00200000,1,1,NeSoundProc.ax,4.11.0003.0007 Nero Audio Sample Renderer,0x00200000,1,0,NeRender.ax,4.11.0003.0007 CyberLink Audio Spectrum Analyzer (PDVD7),0x00200000,1,1,CLAudSpa.ax,1.00.0000.0924 Nero Vcd Navigator,0x00600000,0,2,NeVCD.ax,4.11.0003.0007 ArcSoft VideoEffect Filter,0x00200000,1,1,ArcVideoEffect.ax,1.00.0000.0010 VPS Decoder,0x00200000,0,0,WSTPager.ax,6.06.7601.17514 WM ASF Writer,0x00400000,0,0,qasf.dll,12.00.7601.17514 Nero Mpeg2 Encoder,0x00200000,2,1,NeVCR.ax,4.11.0003.0007 VBI Surface Allocator,0x00600000,1,1,vbisurf.ax,6.01.7601.17514 ArcSoft Null Render,0x00200000,1,0,ArcNullRender.ax,1.00.0000.0001 Nero Video Stream Renderer,0x00200000,1,0,NeRender.ax,4.11.0003.0007 File writer,0x00200000,1,0,qcap.dll,6.06.7601.17514 iTV Data Sink,0x00600000,1,0,itvdata.dll,6.06.7601.17514 Nero FLV Splitter,0x00600000,1,1,NeFLVSplitter.ax,4.11.0003.0007 iTV Data Capture filter,0x00600000,1,1,itvdata.dll,6.06.7601.17514 CyberLink Video/SP Decoder (PDVD7),0x00602000,2,3,CLVsd.ax,8.00.0000.1918 Nero Stream Buffer Source,0x00200000,0,0,NeSBE.ax,4.11.0003.0007 Nero PS Muxer,0x00200000,1,1,NePSMuxer.ax,4.11.0003.0007 CyberLink Audio Wizard,0x00201010,1,1,CLAudWizard.ax,1.00.0000.1730 DVD Navigator,0x00200000,0,3,qdvd.dll,6.06.7601.17514 CyberLink DVD Navigator (PDVD7),0x00600000,0,3,CLNavX.ax,7.00.0000.3112 CyberLink TimeStretch Filter (PDVD7),0x00200000,1,1,clauts.ax,1.00.0000.5423 Overlay Mixer2,0x00200000,1,1,qdvd.dll,6.06.7601.17514 Cyberlink SubTitle Importor (PDVD7),0x00200000,1,1,CLSubTitle.ax,1.00.0000.1604 Nero Splitter,0x00600000,1,3,NeSplitter.ax,4.11.0003.0007 Nero Deinterlace,0x00200000,1,1,NeDeinterlace.ax,4.11.0003.0007 AVI Draw,0x00600064,9,1,quartz.dll,6.06.7601.17514 RDP DShow Redirection Filter,0xffffffff,1,0,DShowRdpFilter.dll, Nero File Source / Splitter,0x00600000,0,3,NeFSource.ax,4.11.0003.0007 Microsoft MPEG-2 Audio Encoder,0x00200000,1,1,msmpeg2enc.dll,6.01.7601.17514 WST Pager,0x00200000,1,1,WSTPager.ax,6.06.7601.17514 MPEG-2 Demultiplexer,0x00600000,1,1,mpg2splt.ax,6.06.7601.17514 DV Video Decoder,0x00800000,1,1,qdv.dll,6.06.7601.17514 CyberLink MPEG-4 Splitter (PDVD7),0x00600000,1,2,clm4splt.ax,1.00.0000.3229 ArcSoft Realtime Capture Encoder Filter,0x00200000,2,0,ArcCaptureEncoder.ax,2.05.0000.0032 Nero Video Processor,0x00200000,1,1,NeroVideoProc.ax,4.11.0003.0007 SampleGrabber,0x00200000,1,1,qedit.dll,6.06.7601.17514 Null Renderer,0x00200000,1,0,qedit.dll,6.06.7601.17514 Nero Sound Switcher,0x00200000,1,1,NeSoundSwitch.ax,4.11.0003.0007 Arcsoft WMV/ASF Splitter,0x00200000,1,0,ArcWmvSpl.ax,1.00.0000.0012 MPEG-2 Sections and Tables,0x005fffff,1,0,Mpeg2Data.ax,6.06.7601.17514 Microsoft AC3 Encoder,0x00200000,1,1,msac3enc.dll,6.01.7601.17514 Nero Audio CD Navigator,0x00200000,0,1,NeAudCD.ax,4.11.0003.0007 StreamBufferSource,0x00200000,0,0,sbe.dll,6.06.7601.17514 Video MotionDetect,0x00200000,1,1,motiondetect.ax,1.00.0000.0005 Smart Tee,0x00200000,1,2,qcap.dll,6.06.7601.17514 Nero Thumbnail Decoder,0x00600000,1,1,NeBDThumbnail.ax,4.11.0003.0007 Overlay Mixer,0x00200000,0,0,qdvd.dll,6.06.7601.17514 Nero Scene Detector,0x00200000,1,0,NeSceneDetector.ax,4.11.0003.0007 Nero Stream Control,0x00200000,1,1,NeStreamControl.ax,1.00.0000.0000 AVI Decompressor,0x00600000,1,1,quartz.dll,6.06.7601.17514 Nero Sample Queue,0x00200000,1,1,NeSampleQueue.ax,1.00.0000.0000 AVI/WAV File Source,0x00400000,0,2,quartz.dll,6.06.7601.17514 Arcsoft Snapshot Filter 1.0,0x00200000,1,1,ArcSnap.ax,1.00.0000.0024 Wave Parser,0x00400000,1,1,quartz.dll,6.06.7601.17514 MIDI Parser,0x00400000,1,1,quartz.dll,6.06.7601.17514 Multi-file Parser,0x00400000,1,1,quartz.dll,6.06.7601.17514 File stream renderer,0x00400000,1,1,quartz.dll,6.06.7601.17514 ArcSoft MPEG Splitter,0x00400000,1,2,ArcSpl.ax,2.04.0002.0045 Nero File Source,0x00200000,0,1,NeFileSrc.ax,4.11.0003.0007 Nero QuickTime(tm) Audio Decoder,0x00400000,1,1,NeQTDec.ax,4.11.0003.0007 Nero File Source (Async.),0x00400000,0,1,NeFileSourceAsync.ax,4.11.0003.0007 Nero Ogg Splitter,0x00400000,1,1,NeOggSplitter.ax,4.11.0003.0007 Microsoft DTV-DVD Audio Decoder,0x005fffff,1,1,msmpeg2adec.dll,6.01.7140.0000 Nero Digital Parser,0x00600000,0,3,NDParser.ax,4.11.0003.0007 StreamBufferSink2,0x00200000,0,0,sbe.dll,6.06.7601.17514 AVI Mux,0x00200000,1,0,qcap.dll,6.06.7601.17514 Line 21 Decoder 2,0x00600002,1,1,quartz.dll,6.06.7601.17514 File Source (Async.),0x00400000,0,1,quartz.dll,6.06.7601.17514 File Source (URL),0x00400000,0,1,quartz.dll,6.06.7601.17514 Nero MP3 Encoder,0x00200000,1,1,NeMp3Encoder.ax,4.11.0003.0007 ArcSoft Time Stamp,0x00200000,1,1,ArcTimeStamp.ax,1.00.0000.0003 CyberLink Demux (PDVD7 UPnP),0x00200000,1,0,CLDemuxer.ax,1.00.0000.4513 Nero Frame Capture,0x00200000,1,1,NeCapture.ax,4.11.0003.0007 Nero Video Sample Renderer,0x00200000,1,0,NeRender.ax,4.11.0003.0007 ArcSoft MPEG Video Decoder,0x00600000,1,1,mpgvideo.ax,2.04.0000.0048 HighMAT/MPV Navigator Client Filter,0x00200000,0,0,HMNavigator.ax,4.11.0003.0007 Infinite Pin Tee Filter,0x00200000,1,1,qcap.dll,6.06.7601.17514 Nero DV Splitter,0x00200000,1,2,NeDVSplitter.ax,4.11.0003.0007 Enhanced Video Renderer,0x00200000,1,0,evr.dll,6.01.7601.17514 CyberLink Streamming Filter (PDVD7),0x00200000,0,1,CLStream.ax,1.01.0000.2902 BDA MPEG2 Transport Information Filter,0x00200000,2,0,psisrndr.ax,6.06.7601.17514 MPEG Video Decoder,0x40000001,1,1,quartz.dll,6.06.7601.17514 WDM Streaming Tee/Splitter Devices: Conversor em T entre Coletores,0x00200000,1,1,ksproxy.ax,6.01.7601.17514 Video Compressors: WMVideo8 Encoder DMO,0x00600800,1,1,wmvxencd.dll,6.01.7600.16385 WMVideo9 Encoder DMO,0x00600800,1,1,wmvencod.dll,6.01.7600.16385 MSScreen 9 encoder DMO,0x00600800,1,1,wmvsencd.dll,6.01.7600.16385 ArcSoft Mpeg Encode Filter,0x00200000,0,0,ArcMpegCodec.ax,2.05.0000.0013 ArcSoft Realtime Capture Encoder Filter,0x00200000,0,0,ArcCaptureEncoder.ax,2.05.0000.0032 DV Video Encoder,0x00200000,0,0,qdv.dll,6.06.7601.17514 MJPEG Compressor,0x00200000,0,0,quartz.dll,6.06.7601.17514 Cinepak Codec by Radius,0x00200000,1,1,qcap.dll,6.06.7601.17514 Codec IYUV Intel,0x00200000,1,1,qcap.dll,6.06.7601.17514 Codec IYUV Intel,0x00200000,1,1,qcap.dll,6.06.7601.17514 Microsoft RLE,0x00200000,1,1,qcap.dll,6.06.7601.17514 Microsoft Video 1,0x00200000,1,1,qcap.dll,6.06.7601.17514 Audio Compressors: WM Speech Encoder DMO,0x00600800,1,1,WMSPDMOE.DLL,6.01.7600.16385 WMAudio Encoder DMO,0x00600800,1,1,WMADMOE.DLL,6.01.7600.16385 IMA ADPCM,0x00200000,1,1,quartz.dll,6.06.7601.17514 PCM,0x00200000,1,1,quartz.dll,6.06.7601.17514 Microsoft ADPCM,0x00200000,1,1,quartz.dll,6.06.7601.17514 GSM 6.10,0x00200000,1,1,quartz.dll,6.06.7601.17514 CCITT A-Law,0x00200000,1,1,quartz.dll,6.06.7601.17514 CCITT u-Law,0x00200000,1,1,quartz.dll,6.06.7601.17514 MPEG Layer-3,0x00200000,1,1,quartz.dll,6.06.7601.17514 Audio Capture Sources: Microfone (Dispositivo de High ,0x00200000,0,0,qcap.dll,6.06.7601.17514 PBDA CP Filters: PBDA DTFilter,0x00600000,1,1,CPFilters.dll,6.06.7601.17514 PBDA ETFilter,0x00200000,0,0,CPFilters.dll,6.06.7601.17514 PBDA PTFilter,0x00200000,0,0,CPFilters.dll,6.06.7601.17514 Midi Renderers: Default MidiOut Device,0x00800000,1,0,quartz.dll,6.06.7601.17514 Microsoft GS Wavetable Synth,0x00200000,1,0,quartz.dll,6.06.7601.17514 WDM Streaming Capture Devices: Captura Mista de HD Audio,0x00200000,1,1,ksproxy.ax,6.01.7601.17514 Dispositivo de vídeo USB,0x00200000,1,1,ksproxy.ax,6.01.7601.17514 WDM Streaming Rendering Devices: Alto-falante de HD Audio,0x00200000,1,1,ksproxy.ax,6.01.7601.17514 BDA Network Providers: Microsoft ATSC Network Provider,0x00200000,0,1,MSDvbNP.ax,6.06.7601.17514 Microsoft DVBC Network Provider,0x00200000,0,1,MSDvbNP.ax,6.06.7601.17514 Microsoft DVBS Network Provider,0x00200000,0,1,MSDvbNP.ax,6.06.7601.17514 Microsoft DVBT Network Provider,0x00200000,0,1,MSDvbNP.ax,6.06.7601.17514 Microsoft Network 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Retail Case Studies for Data Analysis

RetailTS is a data visualization and exploratory analytics project focused on uncovering trends, patterns, and seasonal behaviors in retail sales using time series analysis techniques.

This comprehensive dataset is a goldmine for data scientists, analysts, and researchers interested in exploring a wide range of topics within the realm of online retail. It encompasses a rich collection of customer behavior and characteristics, making it a versatile resource for tackling multiple aspects of data analysis and prediction.

A data engineering project that centralises retail data from multiple sources (APIs, S3, PDFs) into a PostgreSQL database with a star schema design. Includes data cleaning, ETL processes, SQL analysis, and Power BI visualisations for business metrics.

A complete end-to-end MySQL project analyzing grocery store operations through database design, complex SQL queries, and business insights. Includes ERD modeling, customer & sales analysis, supplier performance evaluation, and data-driven recommendations for improving retail decision-making.

Saxo Bank Review Info Update 2022 otoxs July 03, 2022 Saxo bank is considered one of the most relied on names inside the world of foreign exchange buying and selling. The dealer provides a huge collection of belongings for margin-based totally trading, low spreads, and lightning speedy execution of trades. The broker holds a couple of policies global. In this article, I review some functions that Saxo Bank has and why buyers and nontraders could make money with the broker’s provision.Overview Saxo Bank A/S is privately owned; Geely Financials Denmark A/S, a subsidiary of Zhejiang Geely Holding Group Co., Ltd, owns fifty two percentage of the stocks of its shares. The founder and CEO of Saxo Bank, Kim Fournals, owns 25.71% of the Bank shares. Shampoo Plc, a main Nordic economic offerings enterprise, additionally owns 19.9% of the financial institution shares. Minority shareholders, such as numerous modern and former personnel of the Bank, preserve the ultimate stocks. The Bank turned into the primary broking in Denmark to gain approval from the European Investment Directive in 1992. Saxo Group presently operates international, taking part carefully with supervisory government in each jurisdiction it exists in. The broking is regulated through the Australian Securities and Investments in Australia, the Securities and Futures Commission in Hong Kong, the Japanese Financial Services Agency in Japan, Financial Conduct Authority inside the UK, Bank of Netherlands within the Netherland. It is also regulated in Italy, Czech, Singapore, Switzerland, U.A.E., Denmark, and many others. Aside from having a extensive agency jurisdiction, it additionally has a completely extensive variety of markets reachable to traders. The markets furnished encompass foreign exchange, stocks, ETFs, Bonds, Mutual Funds, Futures, Listed Options, and more. It also gives controlled portfolios wherein professionals navigate and manipulate your investments without your input. The controlled portfolio additionally gives you the liberty to withdraw at any time. The Bank has provisions for retail traders and institutional buyers.ProsConsStrongly regulated Wide variety of markets Useful studies toolsHigh minimum deposit Only to be had for six days a week High bond, alternatives and destiny costs Who is Saxo Bank for? The broking offers a extensive variety of offerings, and it has one of a kind aspects, which makes it beneficial for one of a kind forms of humans. The SaxoSelect program affords a controlled portfolio that's beneficial for individuals who do not have any form of history in trading. Through the program, specialists carry out buying and selling and manipulate portfolio for your behalf. The SaxoSelect is not just beneficial for amateur investors; other buyers who do no longer have time to exchange or desire to construct a separate portfolio other than their regular trades also can make earnings through the program. Beginners and advanced buyers also can make money through trading the lots of gadgets which are to be had at an cheap rate. The broker additionally provides a wholesome ground for institutional buyers and people who're inquisitive about partnering with the corporation. Rating: four.five/5Is Saxo Bank Safe? Saxo Bank A/S is integrated in Denmark as a certified bank and is regulated along side Saxo Bank A/S Italy, Saxo Bank AS the Czech Republic, Saxo Bank Netherlands via the Danish Financial Supervisory Authority (F.S.A.). As a member of the European Union, the E.U. Banking and Investment Directives were incorporated through Denmark into the Danish Law. Saxo financial institution A/C and its branches are also regulated in one of a kind jurisdictions. It is regulated and licensed in the U.K. by using the Financial Conduct Authority; BG SAXO Societal did. Intermediazione Mobiliaire S.p.A. is certified by way of the Italian Market Authority. It is licensed in the Czech Republic with the aid of Czech National Bank. Saxo Bank A/S Netherlands is registered by means of the Bank of Netherlands. Saxo Bank Pte. Ltd. Singapore is supervised through the Monetary Authority of Singapore. It is a capital markets offerings license holder and an exempt financial marketing consultant. Other rules and licenses include the Central Bank of U.A.E. as a consultant workplace, Japanese Financial Services Agency, Securities and Futures Commission in Hong Kong, Australia Securities and Investments Commission in Australia.[2] So a long way, what I will say is that the bank is duly certified and controlled by way of the top and trusted agencies and businesses. For more statistics approximately the licenses and guidelines, please click right here. Rating: 4.5/5Year founded:1992Publicly traded: NoLicenses: ASIC, FCA, FMS (Swiss), SFC, JFSA (Japanese), MAS (Singapore), and moreBacklist: NoOffering of InvestmentsStock Saxo financial institution provides get admission to to more than 19,000 stocks across several core and rising markets on extra than forty exchanges worldwide. I find this thoughts-blowing because it is not commonplace to look the range of shares furnished with the aid of the broker on many other brokerage systems. These exchanges encompass NASDAQ, NYS, Singapore Exchange, Hong Kong Exchange, Australian Securities Exchange, Tokyo Stock Exchange.ETFs It also has more than 3000 ETFs from extra than 30 exchanges across the worldBonds Mutual Funds there are extra than 250 top-rated mutual finances to be had on the platform. The mutual price range are from the sector’s largest investors.Futures They are also to be had of their thousand Listed Products Traders and traders have get admission to to extra than 1,two hundred listed options from 23 exchanges global. These listed alternatives are throughout equities, hobby rates, energy, metals, indices, and extra. Others Asides from all that have been listed above, you could additionally alternate cryptocurrency CFD and ETPs. The ETPs help to take a long-time period function without leverage. Forex trading and lots of extra. The dealer provides eighty two FX spot pairs and 140 forwards throughout fundamental, minor and distinguished pairs. Metals are also available. Rating: 4.5/5Forex: Spot TradingYesCurrency Pairs (Total the Forex market pairs)182Social Trading / Copy-TradingYesCFDs instrumentsforex, stocks, crypto, ETFs, Bonds, Mutual fund, futures, indexed products, and so on.Commissions & Fees The dealer gives enterprise-leading costs. Traders and traders get competitive spreads and commissions throughout all asset training. The rates additionally grow to be better as change volume will increase. The dealer offers commissions from $1 on US stocks and the USA-indexed ETFs. It also costs commissions as low as $1.25 futures and indexed options; there aren't any expenses for making an investment in mutual funds. Many of the options, bonds, and futures expenses are a little high as compared to some other agents. For more facts on the expenses Rating: 4/5Minimum Initial DepositUSD 10,00, 500(GBP) for UK, USD3000 for Australia and SGD three hundred for Singapore Average Spread EUR/USD – Standard0.8All-in Cost EUR/USD – Active0.6Minimum withdrawal Platforms & Tools SaxoTraderGO It has improved trade tickets, fundamental and technical evaluation equipment, an in depth charting package, performance analysis, and some other essential capabilities. It helps a one-screen setup even though the chart can be dragged to a 2nd display screen. I located that the platform is obtainable through mobile and exclusive variations of windows.SaxoTraderPRO it's miles completely customizable and is a expert-grade platform. It provides functions like algorithmic orders, one-click buying and selling, and different charting applications. I found that it's miles customizable throughout six screens, with superior workspace and more functions thru my check. This platform isn't reachable on mobile gadgets. It is restrained to PC and MAC. The two platforms are well constructed and are consumer-friendly. Connectivity and APIs: this device allows you hook up with Saxo’s capital markets infrastructure through your selected interface. Third-celebration equipment These tools assist to execute trades from one in all Saxo’s companion’s structures. This enables you join your Saxo account to a 3rd-birthday celebration platform to access custom tools that healthy your unique buying and selling requirement. These equipment, although useful, is probably too technical for beginners to understand how to use them. Such novices could need to undergo a getting to know procedure to master them. The broking also gives a demo account in which traders can alternate a selected marketplace earlier than trading it on a stay account. Rating: 4/5Virtual Trading (Demo)YesProprietary PlatformYesDesktop Platform (Windows)YesWeb PlatformYesMetaTrader four (MT4)YesMetaTrader 5 (MT5)NoCharting – Indicators / Studies (Total)58Charting – Drawing Tools (Total)19Charting – Trade From ChartYesOrder Type – Trailing StopYesResearch The studies tools cover all of the assets furnished. Saxo Bank affords day by day commentary and in-intensity analysis across its markets. There are also articles written through monetary experts from special fields that can be beneficial for buyers to get statistics from. The studies data helps you understand how investors view the markets and notice what the experts are seeing.

Analysis of the publicly available sales transactions of a webshop selling all-occasion gifts

Here I have created the analysis model of a Super market datasheet given by the company and have deployed the parameters successfully.