Minneapolis releases video that undermines ICE claims



The city of Minneapolis has released a video showing the moments preceding a non-fatal shooting of a Venezuelan man by a federal agent in January. The video appears to further undermine the federal government’s initial claims that an agent was attacked by three men and beaten with a shovel and broom.

On Jan. 14, the city-owned camera at the intersection of North Lyndale Avenue and North 24th Avenue recorded a car driven by a man fleeing ICE agents collide with a snowbank. The man, identified in court documents as Alfredo Aljorna, ran towards his home on the block, where his friend, Julio Sosa-Celis, was standing outside with a snow shovel.

Although the video is dark, it shows Sosa-Celis drop the shovel as Aljorna approached. When Aljorna slipped, an ICE agent jumped on him. Sosa-Celis is briefly visible trying to wrestle Aljorna out of the agent’s grasp, before both men turn and try to run inside. That’s when the video appears to show the ICE agent fire in their direction. Sosa-Celis received a minor gunshot wound on his thigh, according to court documents.

The initial statement from the U.S. Department of Homeland Security misidentified Sosa-Celis as the driver and alleged that he “got loose and began striking the officer with a shovel or broom stick.” The government said the agent had been ambushed, and “fired a defensive shot to save his life.”

Silhouette of a federal agent in a cloud of chemical gas.
Law enforcement officers stand amid tear gas at the scene of a reported shooting on Jan. 14 in Minneapolis.
Adam Gray | AP

The non-fatal shooting came just a week after ICE agent Jonathan Ross shot and killed Renee Good in south Minneapolis. Soon after news of the shooting spread, protesters and angry residents began to gather in north Minneapolis. Federal agents deployed massive amounts of teargas in the residential neighborhood and some federal vehicles they abandoned were vandalized.

Then-Homeland Security Secretary Kristi Noem described the incident as “an attempted murder of federal law enforcement.”

Both Sosa-Celis and Aljorna were charged with assaulting a federal agent. But the federal government’s case began to unravel soon after.

MPR News spoke to an eyewitness, who said Sosa-Celis wasn’t attacking the agent, but was trying to separate the men so they could both take refuge in the home. She told MPR News that she heard a gunshot as Sosa-Celis closed the door behind him, and that the bullet that hit Sosa-Celis continued through another wall and embedded next to a children’s playpen used as a crib.

In mid-February, Minnesota U.S. Attorney Dan Rosen asked the court to drop the charges and said that newly discovered evidence is “materially inconsistent with the allegations,” although it’s not clear whether he was referring to the video evidence. ICE said in a statement at the time that the agency had placed both agents on administrative leave and that “sworn testimony provided by two separate officers appears to have made untruthful statements.”

The New York Times was the first media organization to publish the footage on Monday, along with a detailed analysis that included an unnamed official disclosing that federal investigators hadn’t bothered to watch the footage until three weeks after filing charges.

The New York Times also notes that the footage shows the men struggling on the ground for only about a dozen seconds, rather than the three minutes of fighting described by federal authorities. However, Sahan Journal reported early last month on the existence of the footage, which was described in detail in a search warrant affidavit.

Minneapolis Mayor Jacob Frey said in a statement to MPR News that “the video makes it crystal clear that, just like in other situations during ‘Operation Metro Surge,’ the federal government’s account of what happened simply does not match the facts.”

A crucifix
A crucifix hangs from a doorway in the entryway to Indriany Syrisnoy Mendoza-Camacho’s apartment in north Minneapolis on Feb. 2.
Ben Hovland | MPR News

The Minneapolis Police Department said Chief Brian O’Hara did not plan to make further comment on the case, but O’Hara told the New York Times after reviewing the video that “it sounds like an unarmed person got shot running away.”

The U.S. Attorney’s Office for the District of Minnesota did not respond to questions about why it took so long for investigators to watch the video or drop the charges. An attorney for Aljorna said the video backed up their client’s account, but declined to comment because criminal charges against the men have already been dropped.

Both state and federal authorities say they’re investigating the agents’ actions. Because the federal government is not sharing evidence with state authorities in cases where federal agents have shot Minneapolis residents, including the fatal shootings of Renee Good and Alex Pretti, state investigators have said they don’t even know the name of the agent who shot Sosa-Celis.





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Looker vs Power BI – Table of Content

What is Looker?

The looker is a kind of enterprise platform which is used for business intelligence and data applications.  The looker provides you the tools that provide power to a multitude of data experience, and embedded analytics to workflow integrations and custom data apps. It provides a unified surface to access the truest and most up to date version of your organization data. It enables analytics anywhere with full customization of the look and feel of data experiences. 

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Why looker?

Looker is a powerful data analytics platform, which can help both the large scale and small scale industries, that glean value from their data. It is a platform that makes collecting, visualizing, and analyzing data a bit simpler. This is browser-based and provides a unique modeling language, and it is simple to use. Its software makes it simple to select, customize, and create a variety of interactive visualizations, which provide a variety of graphs and charts to choose from.

What is Power BI?

It is a collection of software services, connectors and apps, which work together that is helped to turn our unrelated sources of data into coherent, interactive insights, visually immersive, etc. our data can be an Excel spreadsheet, it may be a collection of cloud based, and also the on premises hybrid data warehouses. It lets us simply connect to our data sources, visualize and discover what’s important, and it helps to share that with anyone or everyone you want. It consists of various elements which all work together, starting with these three basics, they are.

  1. Power BI Desktop, which is a Windows desktop application
  2. the Power BI service, which is an online SaaS  service.
  3. And the Power BI mobile apps for Windows, iOS, and Android devices.

Why Power BI?

Its user interface is fairly intuitive for users who are familiar with Excel, its deep integration with other Microsoft products makes it a very versatile self-service tool which requires little upfront training. The free version of power bi is intended for small to midsize business owners. It is used to find insight within companies data. It helps to connect disparate data sets, transform and clean data models. 

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  • Lifetime LMS & Faculty Access
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Comparison between Looker and Power BI

Looker VS Power BI

1. Data source connectivity

Looker: The looker may connect to a number of data sources, but the most important feature in it is its own trusted data model. We can get more value from our data, quic with Looker connections. Looker’s Simple configuration makes data available within minutes  and it is all from the Looker UI. We Don’t need to spend weeks or months testing new analytics tools, and create a complete analytics suite inside Looker in under 24 hours.

Power bi: Microsoft power bi supports a lot of data sources, which includes flat files, SQL-based databases, blank query, etc. The Power BI is a self-service Business Intelligence tool, which lets us connect the many different data sources, Power BI provides 92 different data connectors for connecting the data sources. By using these connectors, we may connect to various data sources. It provides two different Data Connectivity modes to connect the data sources and Import and DirectQuery.

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2. Data volume

Looker: Lookers queries designed through the explore page, which will have a maximum limit of 5000 rows. We may restrict the data that we are viewing to items of interest by adding filters. As we might limit the results to particular dates, customers, locations, or anything else, which is the part of our data. the field that is in our Looker instance may become a filter. We don’t necessarily need to add a dimension or measure for our results in order to filter on it. We may design a query which filters the Order Date to just the last 90 days, our query only shows Customer and Number of Orders.

Power bi: Microsoft power bi may handle a maximum of 10 GB of data storage for each use, we can access it directly through the database. All visuals employ one or more data reduction strategies in order to handle the potentially large volumes of data being analyzed. A simple table employs a strategy which is to avoid loading the total dataset for the client. reduction of strategy is being used varies by visual type. Every visual selects from the supported data reduction strategies as part of generating the data request sent to the server. visual controls the parameters on those strategies that is to influence the overall amount of data.

3. Implementation

Power bi: Power bi provides on prem and cloud options available.Businesses look to drive the adoption and productionize Power BI, it maintains numerous architectural and procedural approaches that must be important to cultivate a stable, intuitive, and reliable reporting and analytics ecosystem. To find a balance between enabling self-service and enforcing governance for the tool is important for operating a high value and business-focused Power BI platform.

Looker: The looker is completely the browser based.For large organizations by using many segmented departments, the governance of data becomes a critical task to handle. Looker is a great tool, that is to help with data governance as it provides a rigid data model, and most teams require some flexibility with their data model and need the ability to redefine or add to certain parts of the data model. It may be Hub or the Spoke.

4. Visualization

Power bi: Power bi has a lot of visualization options to choose from. It supports about 3,500 data points. We may personalize the visualization pane by adding and removing Power BI visuals from it. When we remove the default visuals from the visualization pane, We may restore the pane for default and bring back all the default visuals.

Looker: In the looker users can create custom visualizations. It provides extensive visualization abilities with real-time analysis. parameter of the visualization adds a custom visualization to our LookML project, with which customers may access from the Visualization tab in the project’s Explores. Its custom visualization must be defined in a JavaScript file, thay may be included in our LookML project files, or hosted elsewhere.

5. Integration

Power bi: Microsoft power bi may seamlessly integrate with Microsoft tools, and it also has access to salesforce, google analytics, etc. 

Looker: Looker integrated data with many applications like excel and google docs, it blocks feature streamline integrations which offer pre built code, it can be embedded into outside systems with more ease.

6. Querying:

Power bi: Microsoft power bi contains a natural language query tool, at where you may ask questions and get answers. 

Looker: The looker has the language LookML, which is the language to describe dimensions, aggregations, etc.

Data visualization helps your business by delivering data in the most efficient way, no matter what business you choose. During the process of business intelligence, data visualization takes the raw data and delivers the data in raw form, so the conclusions can be reached. It uses visual data to communicate information in a manner, which is effective, fast and universal. It can help companies to identify which areas need improvement, which factors affect customer satisfaction and what to do with specific products. It positively affects an organization’s decision making process with visual representations of the data. There are many visualization tools in the market, the most renowned among them are looker and power BI.

Advantages of Looker

  • Looks allow you to create it for routine focus analysis, and to build a dashboard simply by combining looks. It is simple to share reports by forewarning the link, it is user friendly and enough to democratize data for the entire organization.
  • Looks modify saved reports to highlight specific points of interest, and report across multiple clients, referral objects and lead paths. Look saves reports for real time updates.

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Disadvantages of Looker

  • Looks were tricky to get started, but once we learn how the system organizes and classifies, it gets very simple. Sometimes it takes too long to load and as a result we don’t find the object for which we are looking. 
  • The looker is complicated for users to be able to create their own calculation, as they have to be added to the data model. Very easy tasks look complicated in it.
  • Looker also available as the mobile version which is not similar to caliber as the full version, its usage become complex when conducting unusual processes. The looker requires a lot of time to load the data sometimes.

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Advantages of Power BI

  • Power bi is affordable and relatively inexpensive, its desktop version is free of cost, we can download and start using it to make dashboards and reports on our computer. When we want to use more services and publish reports, we need to subscribe to its plans, which are affordable.
  • It provides a wide range of custom visualizations, made by developers for a specific use. We can use custom visualizations in addition to general visualizations, which includes maps, charts, graphs and script visuals.
  • It allows you to upload and view your data in excel, you can filter data in the dashboard and then put it in excel. You can import data from a wide range of sources, it offers data connectivity to data files like JSON. Excel, azure sources, server databases and online services like facebook, google analytics, etc. 

Disadvantages of Power BI

  • It is good with handling simple relations between tables in a data model, but when there are complex relationships between tables, it might not handle them well.
  • Users have limited options for what they can change in visuals, it provides only few options to configure your visualization as per your requirements.
  • User interface is found crowded and bulky by users. It is the sense that as there are many icons of options, which may block the view of the reports.

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Conclusion

The tool you select is going to be highly dependent on your future goal and your company requirements, before selecting defining the future goals and company requirements is very important. So you need to select the one, which your business requires.

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