Jigyaasa
  • Home
No Result
View All Result
Jigyaasa
  • Home
No Result
View All Result
Jigyaasa
No Result
View All Result

How to Set Axis for Rows and Columns in NumPy

Subhanshu Singh by Subhanshu Singh
अगस्त 30, 2020
in Artificial Intelligence
0
how-to-set-axis-for-rows-and-columns-in-numpy
0
VIEWS
Share on FacebookShare on Twitter

NumPy arrays provide a fast and efficient way to store and manipulate data in Python.

They are particularly useful for representing data as vectors and matrices in machine learning.

Data in NumPy arrays can be accessed directly via column and row indexes, and this is reasonably straightforward. Nevertheless, sometimes we must perform operations on arrays of data such as sum or mean of values by row or column and this requires the axis of the operation to be specified.

Unfortunately, the column-wise and row-wise operations on NumPy arrays do not match our intuitions gained from row and column indexing, and this can cause confusion for beginners and seasoned machine learning practitioners alike. Specifically, operations like sum can be performed column-wise using axis=0 and row-wise using axis=1.

In this tutorial, you will discover how to access and operate on NumPy arrays by row and by column.

After completing this tutorial, you will know:

  • How to define NumPy arrays with rows and columns of data.
  • How to access values in NumPy arrays by row and column indexes.
  • How to perform operations on NumPy arrays by row and column axis.

Let’s get started.

How to Set NumPy Axis for Rows and Columns in Python

How to Set NumPy Axis for Rows and Columns in Python

Photo by Jonathan Cutrer, some rights reserved.

Tutorial Overview

This tutorial is divided into three parts; they are:

  1. NumPy Array With Rows and Columns
  2. Rows and Columns of Data in NumPy Arrays
  3. NumPy Array Operations By Row and Column
    1. Axis=None Array-Wise Operation
    2. Axis=0 Column-Wise Operation
    3. Axis=1 Row-Wise Operation

NumPy Array With Rows and Columns

Before we dive into the NumPy array axis, let’s refresh our knowledge of NumPy arrays.

Typically in Python, we work with lists of numbers or lists of lists of numbers. For example, we can define a two-dimensional matrix of two rows of three numbers as a list of numbers as follows:

...

# define data as a list

data = [[1,2,3], [4,5,6]]

A NumPy array allows us to define and operate upon vectors and matrices of numbers in an efficient manner, e.g. a lot more efficient than simply Python lists. NumPy arrays are called NDArrays and can have virtually any number of dimensions, although, in machine learning, we are most commonly working with 1D and 2D arrays (or 3D arrays for images).

For example, we can convert our list of lists matrix to a NumPy array via the asarray() function:

...

# convert to a numpy array

data = asarray(data)

We can print the array directly and expect to see two rows of numbers, where each row has three numbers or columns.

...

# summarize the array content

print(data)

We can summarize the dimensionality of an array by printing the “shape” property, which is a tuple, where the number of values in the tuple defines the number of dimensions, and the integer in each position defines the size of the dimension.

For example, we expect the shape of our array to be (2,3) for two rows and three columns.

...

# summarize the array shape

print(data.shape)

Tying this all together, a complete example is listed below.

# create and summarize a numpy array

from numpy import asarray

# define data as a list

data = [[1,2,3], [4,5,6]]

# convert to a numpy array

data = asarray(data)

# summarize the array content

print(data)

# summarize the array shape

print(data.shape)

Running the example defines our data as a list of lists, converts it to a NumPy array, then prints the data and shape.

We can see that when the array is printed, it has the expected shape of two rows with three columns. We can then see that the printed shape matches our expectations.

For more on the basics of NumPy arrays, see the tutorial:

  • A Gentle Introduction to NumPy Arrays in Python

So far, so good.

But how do we access data in the array by row or column? More importantly, how can we perform operations on the array by-row or by-column?

Let’s take a closer look at these questions.

Rows and Columns of Data in NumPy Arrays

The “shape” property summarizes the dimensionality of our data.

Importantly, the first dimension defines the number of rows and the second dimension defines the number of columns. For example (2,3) defines an array with two rows and three columns, as we saw in the last section.

We can enumerate each row of data in an array by enumerating from index 0 to the first dimension of the array shape, e.g. shape[0]. We can access data in the array via the row and column index.

For example, data[0, 0] is the value at the first row and the first column, whereas data[0, :] is the values in the first row and all columns, e.g. the complete first row in our matrix.

The example below enumerates all rows in the data and prints each in turn.

# enumerate rows in a numpy array

from numpy import asarray

# define data as a list

data = [[1,2,3], [4,5,6]]

# convert to a numpy array

data = asarray(data)

# step through rows

for row in range(data.shape[0]):

print(data[row, :])

As expected, the results show the first row of data, then the second row of data.

We can achieve the same effect for columns.

That is, we can enumerate data by columns. For example, data[:, 0] accesses all rows for the first column. We can enumerate all columns from column 0 to the final column defined by the second dimension of the “shape” property, e.g. shape[1].

The example below demonstrates this by enumerating all columns in our matrix.

# enumerate columns in a numpy array

from numpy import asarray

# define data as a list

data = [[1,2,3], [4,5,6]]

# convert to a numpy array

data = asarray(data)

# step through columns

for col in range(data.shape[1]):

print(data[:, col])

Running the example enumerates and prints each column in the matrix.

Given that the matrix has three columns, we can see that the result is that we print three columns, each as a one-dimensional vector. That is column 1 (index 0) that has values 1 and 4, column 2 (index 1) that has values 2 and 5, and column 3 (index 2) that has values 3 and 6.

It just looks funny because our columns don’t look like columns; they are turned on their side, rather than vertical.

Now we know how to access data in a numpy array by column and by row.

So far, so good, but what about operations on the array by column and array? That’s next.

NumPy Array Operations By Row and Column

We often need to perform operations on NumPy arrays by column or by row.

For example, we may need to sum values or calculate a mean for a matrix of data by row or by column.

This can be achieved by using the sum() or mean() NumPy function and specifying the “axis” on which to perform the operation.

We can specify the axis as the dimension across which the operation is to be performed, and this dimension does not match our intuition based on how we interpret the “shape” of the array and how we index data in the array.

As such, this causes maximum confusion for beginners.

That is, axis=0 will perform the operation column-wise and axis=1 will perform the operation row-wise. We can also specify the axis as None, which will perform the operation for the entire array.

In summary:

  • axis=None: Apply operation array-wise.
  • axis=0: Apply operation column-wise, across all rows for each column.
  • axis=1: Apply operation row-wise, across all columns for each row.

Let’s make this concrete with a worked example.

We will sum values in our array by each of the three axes.

Axis=None Array-Wise Operation

Setting the axis=None when performing an operation on a NumPy array will perform the operation for the entire array.

This is often the default for most operations, such as sum, mean, std, and so on.

...

# sum data by array

result = data.sum(axis=None)

The example below demonstrates summing all values in an array, e.g. an array-wise operation.

# sum values array-wise

from numpy import asarray

# define data as a list

data = [[1,2,3], [4,5,6]]

# convert to a numpy array

data = asarray(data)

# summarize the array content

print(data)

# sum data by array

result = data.sum(axis=None)

# summarize the result

print(result)

Running the example first prints the array, then performs the sum operation array-wise and prints the result.

We can see the array has six values that would sum to 21 if we add them manually and that the result of the sum operation performed array-wise matches this expectation.

Axis=0 Column-Wise Operation

Setting the axis=0 when performing an operation on a NumPy array will perform the operation column-wise, that is, across all rows for each column.

...

# sum data by column

result = data.sum(axis=0)

For example, given our data with two rows and three columns:

Data = [[1, 2, 3],

4, 5, 6]]

We expect a sum column-wise with axis=0 will result in three values, one for each column, as follows:

  • Column 1: 1 + 4 = 5
  • Column 2: 2 + 5 = 7
  • Column 3: 3 + 6 = 9

The example below demonstrates summing values in the array by column, e.g. a column-wise operation.

# sum values column-wise

from numpy import asarray

# define data as a list

data = [[1,2,3], [4,5,6]]

# convert to a numpy array

data = asarray(data)

# summarize the array content

print(data)

# sum data by column

result = data.sum(axis=0)

# summarize the result

print(result)

Running the example first prints the array, then performs the sum operation column-wise and prints the result.

We can see the array has six values with two rows and three columns as expected; we can then see the column-wise operation result in a vector with three values, one for the sum of each column matching our expectation.

Axis=1 Row-Wise Operation

Setting the axis=1 when performing an operation on a NumPy array will perform the operation row-wise, that is across all columns for each row.

...

# sum data by row

result = data.sum(axis=1)

For example, given our data with two rows and three columns:

Data = [[1, 2, 3],

4, 5, 6]]

We expect a sum row-wise with axis=1 will result in two values, one for each row, as follows:

  • Row 1: 1 + 2 + 3 = 6
  • Row 2: 4 + 5 + 6 = 15

The example below demonstrates summing values in the array by row, e.g. a row-wise operation.

# sum values row-wise

from numpy import asarray

# define data as a list

data = [[1,2,3], [4,5,6]]

# convert to a numpy array

data = asarray(data)

# summarize the array content

print(data)

# sum data by row

result = data.sum(axis=1)

# summarize the result

print(result)

Running the example first prints the array, then performs the sum operation row-wise and prints the result.

We can see the array has six values with two rows and three columns as expected; we can then see the row-wise operation result in a vector with two values, one for the sum of each row matching our expectation.

We now have a concrete idea of how to set axis appropriately when performing operations on our NumPy arrays.

Further Reading

This section provides more resources on the topic if you are looking to go deeper.

Tutorials

  • A Gentle Introduction to NumPy Arrays in Python
  • How to Index, Slice and Reshape NumPy Arrays for Machine Learning
  • A Gentle Introduction to Broadcasting with NumPy Arrays

APIs

  • numpy.ndarray API.
  • numpy.sum API.
  • numpy.asarray API.
  • NumPy Glossary: Along an axis

Summary

In this tutorial, you discovered how to access and operate on NumPy arrays by row and by column.

Specifically, you learned:

  • How to define NumPy arrays with rows and columns of data.
  • How to access values in NumPy arrays by row and column indexes.
  • How to perform operations on NumPy arrays by row and column axis.

Do you have any questions?


Ask your questions in the comments below and I will do my best to answer.

Get a Handle on Linear Algebra for Machine Learning!

Linear Algebra for Machine Learning

Develop a working understand of linear algebra

…by writing lines of code in python

Discover how in my new Ebook:


Linear Algebra for Machine Learning

It provides self-study tutorials on topics like:


Vector Norms, Matrix Multiplication, Tensors, Eigendecomposition, SVD, PCA and much more…

Finally Understand the Mathematics of Data

Skip the Academics. Just Results.

See What’s Inside

Tags: aiartificial intelligenceLinear Algebramachine learning
Previous Post

The Unlikely Chances Of AI Autonomous Car Makers Sharing Their Wares

Next Post

Don’t forget to clean robotic support pets, study says

Next Post

Don't forget to clean robotic support pets, study says

प्रातिक्रिया दे जवाब रद्द करें

आपका ईमेल पता प्रकाशित नहीं किया जाएगा. आवश्यक फ़ील्ड चिह्नित हैं *

Category

  • -core
  • -inch
  • -year-old
  • 'anti-procrastination'
  • 'bang'
  • 'gold'
  • 'plug
  • 'Trending'
  • 0
  • 000 mah battery
  • 1
  • 10 billion dollars
  • 100gb
  • 11th gen
  • 1mii
  • 1mii deals
  • 2
  • 2-in-1
  • 2020 election
  • 2020 elections
  • 2020 presidential election
  • 20th century fox
  • 20th century studios
  • 2d
  • 2in1
  • 3.5 ghz
  • 35th
  • 360hz
  • 3d printing
  • 3dprinting
  • 4-series
  • 4k
  • 50 states of fright
  • 5g
  • 64-megapixel camera
  • 65
  • 8bitdo
  • 8k
  • a dark path
  • a10
  • a20
  • a20 gen 2
  • a40
  • a40tr
  • a50 wireless
  • abide
  • abortion
  • absentee ballots
  • Academy
  • acadiana mall
  • accelerated
  • accept sender
  • accepting
  • accessibility
  • accessibility center of excellence
  • acer
  • acer deals
  • acer spin 7
  • acerspin7
  • Acorn
  • action camera
  • action figures
  • active noise cancellation
  • Activision
  • activision blizzard
  • Activists
  • actually
  • ada
  • adam savage
  • addicted
  • administration
  • adobe
  • adopt
  • adrian smith
  • ads
  • adult swim
  • advanced optimus
  • advertising
  • affect
  • affordable
  • African
  • After
  • after math
  • aftermath
  • agriculture
  • ai
  • air carrier
  • air pollution
  • air quality
  • air travel
  • aircraft
  • AirDrop
  • airline
  • airplanes
  • airpods pro
  • airports
  • Airtel
  • ajit pai
  • alex winter
  • alexa
  • alexa for residential
  • alibaba
  • alice braga
  • alien addiction
  • aliens
  • Alienware
  • alienware 25
  • alienware 27
  • alienware 38
  • alienware deals
  • alipay
  • all up
  • all-electric
  • alpha global
  • alphabay
  • alphabet
  • alphabet workers union
  • alter
  • Amateur
  • amazfit
  • amazing
  • amazon
  • amazon alexa
  • amazon deals
  • amazon echo
  • amazon flex
  • amazon pay
  • amazon prime
  • amazon prime air
  • amazon prime video
  • amazon.subtember
  • Amazon's
  • amazonalexa
  • amazonpay
  • Ambient
  • amd
  • AMD's
  • American
  • american horror story
  • Amnesia
  • Among
  • amongst
  • ampere
  • analysis
  • anarchists
  • anc
  • Ancient
  • andrea riseborough
  • andrea stewart
  • android
  • android 10
  • android auto
  • android automotive
  • android tablet
  • Android's
  • android10
  • androidtablet
  • animal crossing
  • animation
  • anime
  • anker
  • anker deals
  • annihilation
  • anniversary
  • announcements
  • announces
  • anode
  • Another
  • ant man 3
  • antenna
  • anthony carrigan
  • anti-cheat
  • anti-tracking
  • antibiotics
  • antibodies
  • antibody
  • anticipated
  • antifa
  • antitrust
  • Antiviral
  • antlers
  • anwr
  • anxiety
  • anxious
  • anya taylor joy
  • anyone
  • Aorus
  • apartments
  • apollo 11
  • apologizes
  • app
  • app store
  • apparel
  • appeals
  • apple
  • apple arcade
  • apple arm
  • apple deals
  • apple health
  • apple inc
  • apple rumors
  • apple safari
  • apple silicon
  • apple store
  • apple tv
  • apple vs epic
  • apple watch
  • apple watch series 3
  • Apple's
  • application
  • approaching
  • approximately
  • apps
  • ar
  • Arcade
  • arcade stick
  • archives
  • arctic
  • arctic national wildlife refuge
  • area51m
  • argument
  • arm
  • arnold schwarzenneger
  • art gallery
  • artemis mission
  • Artificial Intelligence
  • arturia
  • asobo studio
  • asphalt
  • Assassin's
  • astro
  • astro gaming
  • Astro's
  • astrogaming
  • Astronomers
  • astronomy
  • Astrophysics
  • asus rog strix scar g15
  • asus rog strix scar g15 review
  • Asus'
  • at home fitness
  • at&t
  • atomic
  • attach
  • Attackers
  • Attacking
  • attempts
  • attorney general
  • auction
  • audible
  • audio
  • audiobooks
  • augmented reality
  • augmented reality glasses
  • august
  • august wifi smart lock
  • aukey
  • aukey deals
  • Aurora
  • australia
  • Australia's
  • Australian
  • australian police
  • Authenticator
  • Authorities
  • authors
  • autofocus
  • automation
  • Autonomous
  • autonomous vehicle
  • Autophagy
  • autopilot
  • autopilot system
  • autoplay
  • av
  • available
  • avatar the last airbender
  • Avengers
  • aviation
  • ayo edibiri
  • azula
  • babies
  • baby yoda
  • backhaul
  • backwards compatibility
  • bacteria
  • balloon
  • ban
  • barrierfree
  • bass
  • batman
  • batman the animated series
  • batmobile
  • batteries
  • battery
  • Battery-free
  • battle
  • battle royale
  • bay area
  • be prepared
  • Beating
  • beats
  • beats deals
  • beautiful
  • beauty
  • bedding
  • bedroom
  • beer
  • behavior
  • behind the scenes
  • Being
  • Belgian
  • believed
  • Bering
  • bering sea
  • best buy deals
  • best of gizmodo
  • beta
  • bethesda
  • bh deals
  • bh photo deals
  • bicycle
  • biden
  • biden-harris
  • big boys
  • big mouth
  • big oil
  • bigger
  • biggest
  • bike
  • bill and ted face the music
  • bill barr
  • bill sienkiewicz
  • billion
  • billy crystal
  • biocontainment
  • biodiversity
  • biohackers
  • biohacking
  • biological
  • bird box
  • Birds
  • bitcoin
  • Black
  • black christmas
  • black hole
  • black lives matter
  • black panther
  • black widow
  • Blade
  • blast
  • blink
  • blink indoor
  • blink outdoor
  • block
  • blocks
  • blogging
  • Blood
  • blood-clotting
  • blu de barrio
  • blu hunt
  • Blu-ray
  • bluetooth
  • bluetooth headphones
  • bluetooth speaker
  • bluetooth speakers
  • bmi
  • board games
  • boat parade
  • boats
  • bob mcleod
  • Bobble
  • bolsonaro
  • bomberman
  • boneless chicken wings
  • book review
  • books
  • bookshelf injection
  • boosts
  • bounce music
  • box office
  • boxes
  • boycott
  • Boyega
  • braille
  • brain
  • brain computer interface
  • brain computer interfaces
  • brain-machine interface
  • Brainstem
  • brand-new
  • branding
  • brandon cronenberg
  • brazil
  • breakdown
  • breaks
  • breast
  • brigette lundy paine
  • brings
  • broadband
  • broadcast
  • brookings institution press
  • brooklyn
  • browser
  • budget
  • budget laptops
  • bug
  • bug fixes
  • bugs
  • build
  • builds
  • bulk collection
  • bulk data collection
  • bullshit resistance school
  • burned
  • burning
  • burrowing
  • business
  • business laptops
  • butterfly
  • buyers guide
  • bytedance
  • cadmium
  • cake
  • california
  • california wildfires
  • call of duty
  • call of duty black ops cold war
  • call of duty league
  • call of duty: warzone
  • called
  • callofduty
  • callofdutyblackopscoldwar
  • callofdutyleague
  • Calls
  • calltoaction
  • Cambrian
  • camera
  • cameras
  • campaign
  • campaign signs
  • Can't
  • cancer
  • cancer alley
  • canine
  • Canon
  • captain america
  • captions
  • capture
  • Capturing
  • car classifications
  • carbon
  • carcinogens
  • cars
  • cartivator
  • cary elwes
  • cases
  • cassandra clare
  • catnap
  • cbs
  • cbs all access
  • cd projekt red
  • cdc
  • cdl
  • cdpr
  • celebrates
  • Cells
  • Celtics
  • censorship
  • century
  • centurylink
  • chadwick boseman
  • chair
  • chairs
  • chamois
  • Champion
  • Championship
  • chance
  • Change
  • changes
  • channel zero
  • charging stations
  • charity
  • charlie heaton
  • cheap
  • cheaper
  • cheapest
  • cheating
  • Check
  • checked
  • cher wang
  • chest
  • chicago
  • chicken wings
  • Children
  • childrens books
  • childs play
  • china
  • Chinese
  • chips
  • chipset
  • choir
  • Cholesterol
  • chris claremont
  • chris matheson
  • christmas
  • christopher abbott
  • christopher nolan
  • chrome
  • Chromebooks
  • chucky
  • CineBeam
  • citadel
  • cities
  • city council meeting
  • civil liberties
  • Clarifying
  • class
  • classes
  • Classic
  • clean
  • Cleaning
  • clients
  • Climate
  • climate change
  • climate policy
  • clint barton
  • Clippers
  • clothing
  • cloud
  • cloud computing
  • cloud storage
  • Cloudflare
  • club pro+ tws
  • clusterfucks
  • coastal communities
  • Coaxing
  • cobra jet
  • cobra kai
  • cod
  • coffee
  • collaborative
  • college sports
  • Color
  • colorado
  • colors
  • comcast
  • Comey
  • comics
  • comixology
  • commerce
  • commerce department
  • common
  • commutes
  • company
  • competition
  • complaint
  • completely
  • complimentary
  • compound
  • Comprehensive
  • computational
  • computer
  • computer building
  • computer security
  • computers
  • computing
  • concept art
  • concerning
  • confirmed
  • confirms
  • Connacht
  • connected home
  • connectedhome
  • consciousness
  • conservation
  • Conserve
  • conspiracies
  • conspirators
  • Constant
  • construct
  • Consume
  • consumer tech
  • contact tracing
  • contaminated
  • contamination
  • content moderation
  • continuous
  • contract
  • contractor
  • contractors
  • contracts
  • control
  • controller
  • convert
  • convertible
  • cooking
  • cops
  • cord cutters
  • cordless
  • coronavirus
  • corsair
  • cortisone
  • cosplay
  • costs
  • Could
  • countless
  • courts
  • covertly
  • covid 19
  • covid 19 reopening
  • COVID-
  • cpu
  • cpus
  • created
  • Creativity
  • Creed
  • creepypasta
  • crime
  • criteria
  • critical race theory
  • Croatia
  • cross-site tracking
  • crossover
  • crowdfunding
  • crunchyroll
  • crusher evo
  • Crysis
  • crystal dynamics
  • current
  • cx 400bt
  • CyberGhost
  • Cyberpunk
  • cybersecurity
  • cytokine
  • dangerous
  • daniel prude
  • dark shadows
  • dark web
  • darling
  • darpa
  • das
  • data
  • data portability
  • data privacy
  • data security
  • data transfer project
  • dating
  • david benioff
  • david polfeldt
  • davidbenioff
  • Daylight
  • daylight saving time
  • db weiss
  • dbweiss
  • dc
  • dc comics
  • dc fandome
  • ddos
  • ddos attacks
  • deadly
  • deals
  • dean parisot
  • death
  • debunks
  • debuts
  • Decades-old
  • Deciphering
  • decisions
  • declares
  • deep learning
  • deepfake
  • deepfakes
  • deepmind
  • DeepMind's
  • defending democracy program
  • deficiency
  • deforestation
  • del rey
  • delay
  • delays
  • deletes
  • deliveries
  • delivery
  • dell
  • dell deals
  • demanding
  • democratic party
  • demonstrate
  • demonstrates
  • Demonstrating
  • denim
  • Department
  • department of commerce
  • department of defense
  • Dependence
  • Depot
  • Depression
  • deron j powell
  • Descent
  • describes
  • design
  • designation
  • designers
  • details
  • detecting
  • detection
  • determine
  • dev patel
  • develop
  • developers
  • development
  • developmental
  • device
  • devices
  • dexamethasone
  • diabetes
  • Diabetes-in-a-dish
  • diagnostic
  • didn't
  • diesel
  • diets
  • differing
  • digital
  • digital cameras
  • digital diversions
  • Digital's
  • Dimensity
  • dinosaur
  • dipayan ghosh
  • direct
  • disabilities
  • disasters
  • Discord
  • discount
  • discover
  • discovered
  • Discovering
  • discovers
  • discovery
  • disenchantment
  • disney
  • disney plus
  • disney plus hotstar
  • disneyplus
  • display
  • displayhdr 600
  • Disrespect
  • dissociation
  • distance learning
  • ditch
  • Division
  • diy
  • dji
  • Djokovic
  • dlc
  • dlss
  • dna
  • do all the letters of the alphabet next you cowards
  • docs
  • dod
  • Dodder
  • doesn't
  • dogs
  • doing
  • doj
  • Dollars
  • dolphins
  • don mancini
  • don't
  • donald trump
  • donation
  • donnie yen
  • doom
  • doom eternal
  • doom ii
  • doometernal
  • doorbell
  • doorbell cams
  • doorbells
  • dorm
  • download
  • dragoncon
  • dragster
  • dramatically
  • dream edition
  • Dreamcast
  • drivers
  • driving
  • drone
  • drone delivery
  • drones
  • dropbox
  • drug-resistant
  • drugs
  • dryer
  • dual-screen
  • dune
  • dungeons and dragons
  • duo evo plus
  • Dynabook
  • dynamics
  • Dyson
  • dystopia
  • e-commerce
  • e-ink
  • e-mail
  • ea
  • earbuds
  • earlier
  • Earliest
  • Early
  • earnings
  • earth league international
  • earth observation
  • Earth's
  • easter
  • easter eggs
  • ecg
  • echo auto
  • echo buds
  • echoauto
  • ecofascism
  • economy
  • ed solomon
  • edgar wright
  • edge
  • Edinburgh
  • Edison
  • edison software
  • Edition
  • education
  • edward snowden
  • Effective
  • Elderly
  • election
  • election 2020
  • elections
  • electric
  • electric car
  • electric scooters
  • electric truck
  • electric vehicle
  • electrical
  • electrolyte
  • electron
  • electronic
  • electronic arts
  • electronic skin
  • elephant
  • elephants
  • elon musk
  • emails
  • embedded
  • Emergency
  • emissions
  • enables
  • enc
  • ending
  • endurance peak 2
  • endurance peak ii
  • energy
  • engadget podcast
  • engadgetdeals
  • engadgetpodcast
  • engadgetupscaled
  • Engineers
  • England
  • enhance
  • Enjoy
  • entertainment
  • Entry-level
  • environment
  • environmental protection agency
  • eoin colfer
  • epa
  • epic
  • epic games
  • epic vs apple
  • Epic’s
  • epicgames
  • episode
  • equipped
  • Erangel
  • eshop
  • espionage
  • esports
  • esportssg
  • establish
  • Estrogen
  • eta
  • Europe's
  • European
  • eurorack
  • euthanasia
  • euv
  • ev
  • Every
  • evictions
  • evidence
  • evolution
  • examines
  • excellent
  • exclusive
  • exercise
  • exist
  • expanded universe
  • expands
  • expensive
  • experience accessibility team
  • Experimental
  • explains
  • explorer project
  • export
  • exposure
  • exposure notification
  • extension
  • extinction
  • extreme e
  • extreme ultraviolet
  • extremee
  • exxon
  • exxonmobil
  • faa
  • face masks
  • face shields
  • facebook
  • facebook live
  • facebook wrote a press release
  • Facebook's
  • facilities
  • factors
  • failure
  • Failures
  • fainting
  • fake
  • fake events
  • fake news
  • fakes
  • falcon 9
  • fall 2020
  • fall guys
  • families
  • fascism
  • fast
  • fastest
  • Fastly
  • FAU-G
  • fbi
  • fcc
  • fda
  • FDA's
  • feature
  • federal communications commission
  • federalcommunicationscommission
  • fediverse
  • fedot tumusov
  • Felix
  • Females
  • femtech
  • fertility tech
  • fibre
  • Fidelio
  • Fidelity
  • fields
  • Figuring
  • film
  • finally
  • finally multicolor hue lightstrips
  • Finding
  • finds
  • Finest
  • fingerprint reader
  • fire tv
  • first
  • first amendment
  • fisa
  • fitbit
  • fitbit charge 4
  • fitness
  • fitness bands
  • fitness gear
  • fitness trackers
  • Fitter
  • five eyes
  • flash
  • flaunts
  • flexible
  • flexible display
  • Flight
  • flight simulator 2020
  • flint
  • flood
  • Floppy'
  • florida
  • flowering
  • flying car
  • flying taxis
  • fold 2
  • foldable
  • foldable phone
  • foldables
  • folding
  • Following
  • food
  • food justice
  • food security
  • Food-web
  • football
  • footwear
  • forces
  • forcibly
  • ford
  • fordpass
  • forecast
  • foreign
  • forests
  • Forget
  • fortnite
  • Fortnite's
  • Forty-Year-Old
  • Forward-thinking
  • forwarding limit
  • Fossil
  • fossils
  • found
  • fountain pens
  • fox news
  • fox soccer plus
  • France
  • fraud
  • free
  • free comics
  • free speech
  • free-to-play
  • freshwater
  • Friday
  • frontier
  • fuck fossil fuels
  • Fujifilm
  • full frame cameras
  • full-frame
  • Functions
  • Fungi
  • future
  • g-sync
  • g-sync ultimate
  • g9
  • gadgetry
  • gadgets
  • Galaxy
  • galaxy a42 5g
  • galaxy book flex
  • galaxy book flex 5g
  • galaxy buds plus
  • galaxy fit
  • galaxy fit 2
  • galaxy fold
  • galaxy s20
  • galaxy s20 fan edition
  • galaxy s20 ultra
  • galaxy tab a7
  • galaxy watch 3
  • galaxy z fold 2
  • galaxy z fold 2 5g
  • galaxy z fold2
  • galaxybookflex
  • galaxybookflex5g
  • gallery
  • game & watch
  • game boy
  • game of thrones
  • game-breaking
  • gameboy
  • gameofthrones
  • Gamers
  • games
  • Gamifying
  • gaming
  • gaming desktops
  • gaming gear
  • gaming laptop
  • gaming laptops
  • gaming monitor
  • gaming shelf
  • gas pump
  • gas station
  • gaspump
  • gasstation
  • gear
  • geforce
  • geforce rtx
  • geforce rtx 2060
  • geforce rtx 3080
  • geforcertx3080
  • gene kozicki
  • generous
  • Genes
  • Genetic
  • genetics
  • Genome
  • Genomic
  • Germany
  • Germany's
  • getting
  • getting out
  • giancarlo esposito
  • Giant
  • gig economy
  • gig workers
  • gizmos
  • glaciers
  • glitch
  • global tel link
  • Globalization
  • Gmail
  • go vacation
  • godzilla vs kong
  • gofundme
  • goltv
  • gong li
  • google
  • google ad policy
  • google ads
  • google assistant
  • google assistant snapshot
  • google chrome
  • google docs
  • google drive
  • google images
  • google kids space
  • google magenta
  • google maps
  • google play
  • google podcasts
  • Google's
  • googlekidsspace
  • gopro
  • gorilla glass
  • gotten
  • gpu
  • gpus
  • Graduate
  • Grand
  • grand central publishing
  • graphic neural network
  • graphically-impressive
  • graphics
  • graphics card
  • graphics cards
  • gravitational wave
  • Gravity
  • gravity waves
  • green drone
  • grills
  • groceries
  • growth
  • guidance
  • guidelines
  • guides
  • Guilt
  • Gulls
  • gwichin
  • hackers
  • hacking
  • hairdye
  • halloween
  • Handgrip
  • handing
  • handle
  • happens
  • happier
  • haptics
  • hard truths
  • harder
  • hardware
  • harvard
  • harvard university
  • harvarduniversity
  • hashes
  • Hastings
  • have your cake and eat it too
  • hawc
  • hawk rev vampire slayers
  • hawkeye
  • hbo
  • hbo max
  • hdr10+
  • headache
  • headed
  • headphones
  • headpohones
  • headset
  • headsets
  • health
  • Hearing
  • heart
  • heat wave
  • heat-free
  • Heavy
  • Hedge
  • heliophysics
  • hell to the no
  • hellfeed
  • hello games
  • Helminth
  • Helping
  • henry zaga
  • hepa
  • Here's
  • herman cain
  • heroes
  • hey email app
  • higher
  • highfire
  • hillary clinton
  • hints
  • hisense
  • history
  • hitting the books
  • hittingthebooks
  • holiday
  • holidays
  • home
  • home entertainment
  • home fitness
  • home schooling
  • home security
  • home theater
  • homepage
  • homepod
  • homesecurity
  • homework gap
  • honeybees
  • honeysuckle
  • honor
  • Honor's
  • horror
  • horsepower
  • Hostgator
  • hosting
  • hosts
  • hot toys
  • Hotspots'
  • hotstar
  • House
  • households
  • how to
  • hp
  • hp deals
  • htc
  • Huawei
  • Hubble
  • hue play gradient
  • hugo weaving
  • human
  • Hunter
  • hunters
  • hurricane katrina
  • hurricane laura
  • hurricane season
  • hybrid
  • hypersonic
  • hypersonic missiles
  • hypertension
  • hyperx
  • Hyrule
  • i miss midi music
  • ian alexander
  • iap
  • ice ice maybe
  • ice on thin ice
  • Iceland
  • icloud
  • id software
  • id.4
  • ideas
  • Identification
  • identified
  • identify
  • identity theft
  • idw
  • ifa
  • ifa 2020
  • ifa2020
  • ihome
  • ihome deals
  • imac
  • images
  • imitate
  • immunity
  • immuno-acceptance
  • immunotherapy
  • impacts
  • important
  • improved
  • Improving
  • in-app purchases
  • inc
  • includes
  • income
  • incorrect
  • increase
  • increased
  • India
  • Indian
  • indie
  • individuals
  • indoor
  • inexpensive
  • Infants
  • infection
  • infections
  • infinity ward
  • Inflammation
  • influencer
  • influencers
  • Informing
  • informs
  • infotainment
  • Ingenious
  • initiation
  • injunction
  • Inkjet
  • Insect
  • Insight
  • Insights
  • insta360
  • insta360 one r
  • Instagram
  • instagram reels
  • instagram stories
  • installation
  • Instant
  • instant pot
  • instant pot smart wifi
  • instruments
  • insulin
  • integrated graphics
  • intel
  • intel core i9
  • intel deals
  • intel evo
  • intel xe graphics
  • intelevo
  • interact
  • interior
  • intermediate-mass black hole
  • intermittent computing
  • international
  • internet
  • internet archive
  • internet balloons
  • internet culture
  • internet research agency
  • interventions
  • interview
  • introduce
  • introduces
  • introducing
  • intrusive
  • invest
  • Investigational
  • investment
  • invests
  • invoice
  • ios
  • ios 13
  • ios 13.7
  • ios 14
  • ios13
  • ios14
  • iot
  • ip54
  • ipad
  • ipad air
  • ipad os 14
  • ipados14
  • iPhone
  • iphone 12
  • iphone 12 pro
  • iphone 4
  • iphone 6
  • ipod
  • Islanders
  • isotope
  • israel
  • Italian
  • italy
  • items
  • its business time
  • japan
  • jason scott lee
  • jaxjox
  • jbl
  • jbl clip 4
  • jbl go 3
  • jbl partybox 310
  • jbl partybox on-the-go
  • jbl xtreme 3
  • JBL's
  • jeans
  • jedi
  • jeff bezos
  • jeff bond
  • jennifer jason leigh
  • jenny slate
  • jet li
  • jetpacks
  • jim butcher
  • JioFiber
  • jj abrams
  • joe biden
  • johnson johnson
  • jon favreau
  • jonathan majors
  • jordan eldredge
  • jordan peele
  • josh boone
  • josh guillory
  • journalism
  • juicer
  • july 4th
  • Jumping'
  • jumpstarts
  • jurassic world dominion
  • jurnee smollett
  • just transition
  • Justice
  • juul
  • jw nijman
  • jw rinzler
  • kamala harris
  • Karaoke
  • karate kid
  • kate bishop
  • kate bush
  • keanu reeves
  • Keeping
  • kenosha
  • kevin conway
  • keyboards
  • keystep
  • keystep pro
  • kick stage
  • Kidneys
  • kids
  • killer
  • king of sweden
  • kinja deals
  • konami
  • koofr
  • kotaku core
  • kotakucore
  • lab-grown
  • Labor
  • lafayette police chief scott morgan
  • laika
  • Lakers
  • lana wachowski
  • landlords
  • laptop
  • laptops
  • large attachments
  • largest
  • laser
  • laser tv
  • latest
  • launch
  • launch complex 2
  • launched
  • launches
  • laura ingraham
  • laurencefishburne
  • lawsuit
  • lawsuits
  • layout
  • leader
  • leading
  • leading-edge
  • League
  • league of legends
  • league of legends championship series
  • leak
  • leakages
  • Leaked
  • leaks
  • leaky buckets
  • learn
  • Legends
  • legion
  • legion slim 7i
  • Leinster
  • Lemonade
  • lenovo
  • lenovo legion 7
  • lenovo legion slim 7i
  • lenovo smart clock
  • lenovo smart clock essential
  • lenovo tab m10 hd gen 2
  • lenovo tab p11 pro
  • lenovo yoga
  • lenovo yoga 9i
  • leopard
  • lessen
  • letting
  • lev grossman
  • level
  • lewis hamilton
  • lg
  • lg deals
  • lg wing
  • lgbtq
  • license
  • licensing
  • lidar
  • lifestyle
  • light
  • Lightning
  • lightsabers
  • lightstrips
  • lightweight
  • ligo
  • linked
  • Links
  • Linux
  • lite
  • lithography
  • Little
  • liu cixin
  • liu yifei
  • liucixin
  • live
  • live sports
  • livestream
  • livestreaming
  • lo-fi
  • lo-fi player
  • local news
  • Locating
  • location
  • lockhart
  • lockheed martin
  • Loggerhead
  • logitech
  • logo
  • longread
  • looks
  • loon
  • loses
  • louisiana
  • lovecraft country
  • lovecraft country recaps
  • low-cost
  • Lowe's
  • lower ninth ward
  • lpddr5
  • lsc
  • lucasfilm
  • Lucid
  • lucid air
  • lucid motors
  • LucidLink
  • lucifer
  • Lumix
  • lutron
  • m night shyamalan
  • macbook
  • macbook air
  • macbook pro
  • mach 5
  • mach-e
  • machine learning
  • magenta
  • Magenta's
  • magicbook pro 16
  • magnet
  • magsafe
  • mail
  • mail in ballots
  • mail-in voting
  • Mail's
  • maintain
  • maisie williams
  • makes
  • Making
  • malaria
  • males
  • Managing
  • Mandalorian
  • Mandalorian's
  • mandy patinkin
  • manipulated media
  • map
  • mapping
  • marijuana
  • marine
  • Mario
  • mario kart
  • mario kart live
  • mario kart live home circuit
  • mark zuckerberg
  • market
  • Marketing
  • martial arts
  • marvel
  • marvel cinematic universe
  • marvel comics
  • marvel studios
  • Marvel's
  • marvelentertainment
  • marvels avengers
  • masks
  • massive entertainment
  • massiveentertainment
  • mastodon
  • mastodons
  • mate 40
  • MatePad
  • material
  • mathematical
  • Matric
  • matt ruff
  • matter
  • matterport
  • mattress
  • mattresses
  • mauritius
  • max-q
  • meat
  • mechanical
  • media
  • MediaTek
  • mediatonic
  • medicine
  • mega city one
  • mega-shark
  • meghan markle
  • meghanmarkle
  • meh deals
  • members
  • memes
  • memory
  • mental health
  • mentality
  • mergers and acquistions
  • messages
  • messenger
  • metadata
  • metal gear solid
  • Meteorite
  • method
  • metroid
  • miami
  • michael k williams
  • Microbes
  • microfiber
  • Microgel
  • Microsoft
  • microsoft edge
  • Microsoft's
  • mid-range
  • Middle
  • midi
  • midi controller
  • migrations
  • miir deals
  • military technology
  • militias
  • Millions
  • Minecraft–
  • Miniature
  • minimize
  • mining
  • mirrorless
  • mirrorless cameras
  • misha green
  • misinformation
  • mistakes
  • mite-y
  • mixed reality
  • mixes
  • mobil
  • mobile
  • mobile phones
  • Mobile's
  • mocks
  • model
  • model 3
  • model s
  • model x
  • model y
  • moderna
  • modification
  • mods
  • modular synthesizer
  • mojang
  • molecular
  • Molecule
  • monique candelaria
  • monitor
  • Monitoring
  • Monsters
  • months
  • moon
  • morally bankrupt exploitative shitbags
  • more oled laptops please
  • mortality
  • motherandroid
  • motor vehicles
  • Motorola
  • motorola one
  • motorola one 5g
  • Motorola's
  • Motors
  • mouse
  • moveaudio s200
  • movie
  • movie theaters
  • movies
  • movies anywhere
  • mozilla firefox
  • mq direct deals
  • mr carey
  • msi
  • msi summit
  • msi summit series
  • MSI's
  • mulan
  • multiverses
  • Munster
  • Murray
  • museum
  • museums
  • music
  • music making
  • music quiz
  • musical instruments
  • Musk's
  • mustang
  • mustang mach-e
  • mutations
  • myneato
  • mystery
  • mystery jetpack
  • myths
  • naked
  • naming
  • Nanoearthquakes
  • nanomachine
  • nasa
  • national security agency
  • Nations
  • Natural
  • Nature
  • naughty dog
  • Neanderthals
  • neato
  • neato d10
  • neato d8
  • neato d9
  • nebraska
  • needles
  • needs
  • Neglected
  • nemesis
  • neon
  • nest
  • nest hello
  • netflix
  • networks
  • neuralink
  • neurons
  • new mutants
  • new orleans
  • new swift 5 and swift 3 from acer
  • new tab page
  • new years eve
  • newegg
  • newegg deals
  • newest
  • Newly
  • news
  • newsletter
  • newyork
  • next-gen
  • nfl
  • nfl network
  • nfl redzone
  • ngo
  • nhra nationals
  • nhtsa
  • nick antosca
  • nickelodeon
  • nicolas cage
  • nike
  • nike deals
  • niki caro
  • nikola tesla
  • ninebot
  • ninja
  • nintendo
  • nintendo switch
  • nintendo switch deals
  • Nitro
  • no man's sky
  • no time to die
  • noah ringer
  • noise
  • noise cancelling
  • noise-canceling
  • Nokia
  • nokia 3310
  • Nominet
  • north korea
  • north pole
  • northern
  • nos4a2
  • nostalgia
  • not the fun jedi saga
  • notebook
  • notice
  • Novak
  • Novel
  • novels
  • nsa
  • nsa scandal
  • nubia watch
  • nubia watch review
  • Nuclear
  • Nuggets
  • nuke
  • Nurses
  • nvidai
  • nvidia
  • nvidia geforce
  • nvidia rtx 3070
  • nvidia rtx 3080
  • nvidia rtx 3090
  • Nvidia’s
  • nvidiageforce
  • nxtpaper
  • nyc
  • nypd
  • Ocean
  • oceans
  • oculus quest
  • offer
  • offered
  • offering
  • offers
  • official
  • oil and gas
  • oil spill
  • older
  • Olufsen's
  • olympics
  • on demand
  • oneplus
  • oneplus 7t
  • oneplus watch
  • online
  • online dating application
  • OnlyFans
  • onmail
  • open the flood gates
  • opens
  • operating
  • operating systems
  • Operation
  • opioids
  • Oracle
  • orbit
  • oregon trail
  • origami
  • origin
  • Orion
  • orion pictures
  • others
  • our garbage president
  • outage
  • outages
  • Outbreak
  • Overcast's
  • overheating
  • OVHcloud
  • oxygen
  • P-Series
  • p40 pro
  • pacemakers
  • packages
  • packs
  • paleontology
  • panasonic
  • panasonic lumix s5
  • Panasonic's
  • Pandemic
  • Panther
  • paper
  • paper based electronics
  • paramount
  • participate
  • partybox
  • pascal
  • password
  • patch
  • patent
  • Pattinson
  • pavement
  • paying
  • payments
  • paypal
  • pbug
  • pc
  • pc gaming
  • pc/ laptops
  • pco
  • peacock
  • Peculiar
  • peddling to nowhere
  • pedro pascal
  • peloton
  • penguin random house
  • pens
  • Pentagon
  • People
  • permafrost
  • permanent
  • permanently
  • permuted press
  • Personal
  • personal computing
  • personal data
  • personalization
  • petrochemicals
  • pfizer
  • Philips
  • philips hue
  • phone
  • phone cases
  • phone trees
  • phones
  • Photography
  • photon
  • Photos
  • pictures
  • pilot
  • pins
  • Pinterest
  • pinterest today
  • pique your interest
  • Pixel
  • plague rallies
  • planetary
  • planetary science
  • plans
  • Plant
  • plants
  • Plasmin
  • plastic
  • plastic pollution
  • platforms
  • play store
  • playstation
  • playstation 4
  • playstation 5
  • playstation vr
  • playstation4
  • playstationvr
  • please help my brain its very sick
  • please no
  • pleasure
  • plugin
  • poaching
  • poco x3
  • pocox3
  • podcast
  • podcasts
  • point-of-care
  • pokemon go
  • polar orbit
  • Polestar
  • polestar 2
  • police
  • police shootings
  • policy
  • Political
  • political ads
  • politics
  • Pollination
  • populations
  • porsche
  • Portable
  • portable speaker
  • portable speakers
  • portfolios
  • Portugal
  • possessor
  • Possible
  • Post-COVID
  • postal apocalypse
  • postal service
  • potential
  • powerful
  • powertrain
  • practical magic
  • pre-order
  • Predator
  • predator x25
  • predict
  • predictions
  • pregnancy
  • pregnancy tests
  • prehistoric
  • premier access
  • Premiere
  • premium
  • preorder
  • preorders
  • prepared
  • presents
  • president
  • president trump
  • presige 14 evo
  • pressure cooker
  • pressure-lowering
  • presumably
  • Preventing
  • preview
  • price
  • price drop
  • prices
  • primal
  • Prime
  • prime air
  • prime deliveries
  • prime gaming
  • prime video
  • prince harry
  • princeharry
  • principles
  • print
  • printer
  • Prior
  • prison phone app
  • privacy
  • privacy and security
  • problems
  • processor
  • processors
  • product
  • Products
  • Program
  • programs
  • prohibited
  • project
  • project 10 million
  • project athena
  • projector
  • projectors
  • proof
  • Proposed
  • props
  • propulsion
  • prosthetics
  • protein
  • protests
  • prototype
  • provide
  • ps plus
  • ps vr
  • ps1
  • ps2
  • ps3
  • ps4
  • ps5
  • psvr
  • pubg
  • pubg corporation
  • pubg mobile
  • pubg mobile nordic map
  • pubgmsg
  • purchase
  • purchased
  • purdue university
  • putting
  • pxo
  • qanon
  • qopy notes
  • quadruple
  • Qualcomm
  • qualcomm snapdragon
  • qualcomm snapdragon 8cx gen 2
  • Qualcomm's
  • quantum
  • quarter mile
  • quicker
  • quickly
  • quoll
  • quote
  • quote tweet
  • race
  • race car
  • racing
  • racism
  • Radiocarbon
  • Radiologists
  • Raised
  • ralph macchio
  • ram
  • rami ismail
  • RAMPOW
  • randomised
  • Raptors
  • rare earth metals
  • ray-tracing
  • raytheon
  • raytracing
  • razer
  • razer blade 15
  • razer deals
  • Razer's
  • razr
  • razr 2
  • reaches
  • readily
  • real estate
  • reality
  • Realme
  • realtor
  • recent
  • recipe
  • recommended reading
  • record
  • recreading
  • redesign
  • Redmi
  • reels
  • reface
  • reflex
  • reflex latency analyzer
  • refresh rate
  • Regional
  • regulates
  • regulating
  • regulation
  • reinfection
  • release
  • release date
  • released
  • releasedate
  • releases
  • releasing
  • relic
  • reliever
  • relocation
  • remain
  • remote
  • remote learning
  • remote vehicle setup
  • remove
  • removed
  • renewable energy
  • rental
  • repair
  • Report
  • reportedly
  • reporting
  • representation
  • reproductive health
  • reproductive justice
  • Republican
  • republicans
  • Research
  • Researchers
  • resembles
  • reset
  • resignation
  • resolution
  • Resource
  • respiratory
  • response
  • restriction
  • retail
  • Retest
  • retro
  • retro gaming
  • return
  • return of the jedi
  • retweet
  • retweet with comment
  • reunite
  • reusable
  • reusable spacecraft
  • revealed
  • reveals
  • Revel
  • reverse engineering
  • review
  • reviews
  • Revolt
  • reweaving
  • rexlex
  • rhythm
  • rian johnson
  • rianjohnson
  • richard branson
  • richard donner
  • rick snyder
  • right
  • right wing extremism
  • rights
  • ring
  • riot games
  • rip
  • risks
  • rival
  • riverdale
  • rmit university
  • roadmap
  • roads
  • roav
  • roav deals
  • Robert
  • robert pattinson
  • robert reiner
  • robin wright
  • robot
  • robotic
  • robotic vacuum
  • robots
  • rocket
  • rocket lab
  • rocket league
  • rockets
  • room
  • room 104
  • rosamund pike
  • rosamundpike
  • rough
  • routes
  • royal family
  • royalfamily
  • rtx
  • rtx 30 series
  • rtx 3000
  • rtx 3070
  • rtx 3080
  • rtx 3090
  • rumor
  • rumors
  • running
  • rupert murdoch
  • rural
  • russia
  • s1
  • safety
  • sale
  • sales
  • samara weaving
  • samsung
  • samsung deals
  • samsung galaxy fit2
  • samsung unpacked
  • Samsung's
  • san francisco
  • sandragon 8cx
  • Santana
  • sars cov 2
  • satechi
  • satellite
  • satellites
  • saucy nugs
  • savings
  • scam
  • scams
  • scandals
  • scanwatch
  • school
  • schools
  • sci fi
  • science
  • Scientist
  • scientists
  • scorched
  • score
  • scott pruitt
  • scream 5
  • screen
  • screen pass
  • sd-03
  • Seagate
  • sean bean
  • sean murray
  • seanan mcguire
  • season
  • section 702
  • security
  • security breaches
  • security hacker
  • sedan
  • seeds
  • sega
  • segway
  • segway es2
  • select
  • self driving car
  • self-centered
  • self-driving
  • self-organizing
  • sells
  • semi-autonomous
  • Sennheiser
  • sensing
  • sensor
  • September
  • sequencer
  • sequencing
  • Serena
  • Serengeti
  • Series
  • series 3
  • services
  • Severe
  • Shade
  • Shadowlands
  • shares
  • sharing
  • shenmue
  • shenmue 3
  • shield
  • shopping
  • short-throw projector
  • shortcut
  • shortcuts
  • shows
  • shudder
  • shut up and take my money
  • siberia
  • sick days
  • side deal deals
  • sidedeals
  • sights
  • signs
  • Silicon
  • Silver
  • simply
  • simulating
  • simulation
  • singapore
  • singing
  • sinkholes
  • skin
  • skullcandy
  • skydrive
  • skyscraper
  • slack
  • sleep
  • small
  • smart
  • smart clock
  • smart glasses
  • smart home
  • smart homes
  • smart lighting
  • smart lights
  • smart lock
  • smart speakers
  • smarthome
  • smartlighting
  • smartlock
  • smartphone
  • smartphones
  • smartwatch
  • smartwatches
  • smic
  • smoker
  • smoking
  • snapdragon
  • snapdragon 732g
  • snapdragon 765
  • snapdragon 8cx
  • snapdragon 8cx gen 2
  • social
  • social distancing
  • social life
  • social media
  • social media mistakes
  • social network
  • social networking
  • sociology
  • software
  • solar
  • solo pro
  • solve
  • Songbirds
  • Sonos
  • sony
  • Sony's
  • soundbar
  • south korea
  • southern route
  • space
  • space race
  • spacecraft
  • spaceflight
  • spacelopnik
  • spaceshiptwo
  • SpaceX
  • Spain
  • sparks
  • speaker
  • speakers
  • Special
  • species
  • specifications
  • spectre x360 13
  • speed
  • spent
  • spike
  • spin off
  • split inbox
  • split-second
  • Splitting
  • sports
  • sports plus
  • Spotify-owned
  • spread
  • sputnik v
  • square enix
  • st patricks day
  • stadia
  • Stage
  • stanford university
  • star trek
  • star trek 4
  • star trek discovery
  • star trek the motion picture
  • star trek the motion pictureinside the art and visual effects
  • star wars
  • star wars galaxys edge
  • star wars rebels
  • star wars the high republic
  • star wars the last jedi
  • star wars the rise of skywalker
  • Starlink
  • starlink hits streaming milestone
  • starship
  • start
  • starts
  • starwars
  • state
  • states
  • stationary
  • stationary bike
  • statistics
  • steady
  • stealth 15m
  • Steam
  • steelseries
  • stephen hawking
  • steroids
  • steven spielberg
  • stick
  • stop-motion animation
  • store
  • stories
  • story
  • stranger things
  • stream
  • streaming
  • streaming video
  • streaming wars
  • strength
  • Stress
  • Strix
  • Strokes
  • Strong
  • Structural
  • Structure
  • student
  • Study
  • sturgis
  • sub-6
  • subscription codes
  • subsurface oceans
  • subterranean oceans
  • Subtypes
  • success
  • suffering
  • suicide
  • suicide prevention
  • suited
  • summit b
  • summit e
  • summit series
  • sunglasses
  • sunlight
  • sunrise movement
  • sunscreen
  • Super
  • super bomberman r
  • super bomberman r online
  • super mario
  • super mario 3d all-stars
  • super mario 3d world
  • super mario 64
  • super mario all-stars
  • super mario bros.
  • super mario bros. 35
  • super mario galaxy
  • super mario sunshine
  • super typhoons
  • superlist
  • superman and lois
  • superpowers
  • SuperTank
  • supplier
  • support
  • supposedly
  • Supra
  • Surface
  • surface duo
  • surprise
  • surprising
  • surveillance
  • susanna clarke
  • suv
  • swamp thing
  • sweden
  • Swift
  • swift 3
  • swift 5
  • swift3
  • switch
  • switch online
  • syfy
  • syndrome
  • synth
  • synthesizer
  • Synthetic
  • T-Mobile
  • T-Mobile's
  • tablet
  • tabletop games
  • tablets
  • take-two interactive
  • takes
  • taobao
  • tar
  • taser
  • tattoo
  • taxes
  • taycan
  • taycan cross turismo
  • tcl
  • tcl nxtpaper
  • TCL's
  • team joe
  • Team's
  • TeamGroup
  • tease
  • tech policy
  • technique
  • technology
  • TechRadar's
  • teenage engineering
  • Teenagers
  • telecom
  • telecoms
  • telemate
  • TELEVISION
  • telmate
  • Tencent
  • tencent games
  • Tenet
  • terms
  • terms of disservice
  • tesla
  • tesla model s
  • test flight
  • testbed
  • testing
  • tetris
  • texas
  • text-to-speech
  • textlies
  • thanks
  • that's
  • the 100
  • the amazon is burning at an alarming rate
  • the avengers
  • the batman
  • the best keyboards
  • the best of gizmodo
  • the best stories of the week
  • the best tech for remote learning
  • the boys
  • the descent
  • the division 2
  • the dream architects
  • the engadget podcast
  • the goonies
  • the host
  • the last campfire
  • the last of us
  • the last of us part ii
  • the magicians
  • the mandalorian
  • the matrix
  • the matrix 4
  • the multivorce
  • the new mutants
  • the premiere
  • the princess bride
  • the riddler
  • the silver arrow
  • the sims
  • the three-body problem
  • the walking dead
  • the witcher 3
  • thebuyersguide
  • thedivision2
  • theengadgetpodcast
  • themandalorian
  • theme partks
  • themorningafter
  • theory
  • Therapeutic
  • therapy
  • There
  • There's
  • These
  • thethreebodyproblem
  • they call it global warming for a reason
  • they cloned tyrone
  • things
  • think
  • third
  • this is not the future
  • thom browne
  • Thousands
  • thps
  • thq
  • thrawn
  • thrawn ascendancy chaos rising
  • threatening
  • Three
  • Throne
  • throwing
  • TicWatch
  • Tiger
  • tiger lake
  • tiktok
  • tim sweeney
  • Time's
  • timothy olyphant
  • timothy zahn
  • titan books
  • Today
  • Today's
  • toilets
  • tokyo olympics
  • tomorrow
  • tony hawk
  • tony hawk's pro skater
  • tools
  • totally
  • toyota
  • track
  • tracy deonn
  • trade
  • trade war
  • traffic
  • trailers
  • trainees
  • transfer
  • transit
  • transmission
  • transportation
  • trayford pellerin
  • tread
  • treadmill
  • treat
  • treatment
  • trees
  • trending topic
  • treyarch
  • trials
  • tricks
  • tripled
  • trivia
  • true wireless
  • true wireless earbuds
  • truestrike
  • trump
  • trump administration
  • trump rallies
  • Trump's
  • trumps america
  • tslaq
  • tucker carlson
  • tumors
  • Tungsten
  • turing
  • turned
  • turntables
  • turtles
  • tv
  • tvs
  • tweets
  • twist
  • twitch
  • twitch sings
  • twitter
  • typhoons
  • typical
  • uber
  • Ubisoft
  • Ubisoft's
  • ufc
  • ufc 4
  • ula
  • Ulster
  • Ultra
  • ultra short throw projector
  • Ultrabooks
  • ultraportables
  • unboxing
  • Uncategorized @hi
  • Unconventional
  • uncover
  • Uncovering
  • under-display
  • understanding
  • unexpected
  • unfair
  • unfiltered
  • unintentionally
  • union
  • unionization
  • Unique
  • United
  • united launch alliance
  • united nations
  • unlock
  • unprecedented
  • unreal engine
  • unveils
  • upcoming
  • Update
  • upgrade
  • upper
  • us air force
  • us military
  • usda
  • user data
  • user review
  • user review roundup
  • user reviews
  • userreview
  • userreviewroundup
  • userreviews
  • users
  • Using
  • usps
  • ust
  • vacation
  • vaccine
  • Vaccines
  • vacuum
  • valentines day
  • validates
  • valve
  • vanderbilt university
  • vantrue
  • vaping
  • variations
  • vava
  • vava deals
  • vehicle
  • vehicles
  • Velour
  • Venom
  • verizon
  • version 1.7.14.0
  • vertical
  • vesa
  • vfx
  • vibert thio
  • vicarious visions
  • victoria
  • victorian police
  • videgames
  • video
  • video authenticator
  • video cards
  • video games
  • video streaming
  • videocards
  • videos
  • vinyl
  • viral videos
  • virgin galactic
  • virginia
  • Virgo
  • virtual
  • virtual reality
  • virtual showroom
  • virtual tour
  • Viruses
  • visually impaired
  • Vitamin
  • Vizio
  • vlambeer
  • vlogging
  • vod
  • voice acting
  • voice assistant
  • Volkswagen
  • volta zero
  • voting
  • voting information center
  • vr
  • vr gaming
  • vrgaming
  • vss unity
  • vulnerable
  • wakanda
  • wallops island
  • wally wingert
  • Walmart
  • walmart is coming
  • wanted pinkertons
  • wants
  • Warcraft
  • warner bros
  • warp drive
  • warp drive software
  • warp drive system
  • Warriors
  • Wasps
  • watch
  • watch es
  • watch gs pro
  • watch it nerds
  • watch parties
  • watches
  • water
  • water resistant
  • waze
  • wearable
  • wearables
  • weather
  • weather is happening
  • web
  • web browsers
  • web tracking
  • webcams
  • weber
  • weber smokefire ex4
  • weber smokefire ex4 review
  • website
  • weed
  • weeklydeals
  • weigh
  • Weight
  • Welcome
  • wernher von braun
  • West'
  • western
  • western digital
  • western digital deals
  • whales
  • What's
  • whatever
  • WhatsApp
  • Where
  • Which
  • white house
  • white privilege
  • whole foods market
  • why is it always florida
  • widescreen
  • wifi
  • wifi 6
  • wifi smart lock
  • wifi6
  • wikipedia
  • wildfire season is year round now
  • wildfires
  • wildleaks
  • wildlife
  • william zabka
  • Williams
  • winamp skin museum
  • windows
  • windows 10
  • windows 95
  • windows on arm
  • wing
  • winner
  • winning
  • wireless
  • wireless energy transfer
  • wireless headphones
  • wisconsin
  • wishes
  • Witcher
  • withdraws
  • withings
  • withings scanwatch
  • Wolves
  • Women
  • won't
  • wonder woman 1984
  • woodpeckers
  • Wool-like
  • WordPress
  • worker rights
  • workers
  • working
  • workout
  • workplace
  • workstation
  • World
  • world health organization
  • world's
  • worsens
  • worst
  • worth
  • writing
  • Wrong-way'
  • wynonna earp
  • x men
  • X-ray
  • x3
  • x44
  • xbox
  • xbox deals
  • xbox live gold
  • xbox series s
  • xbox series x
  • Xiaomi
  • Xiaomi's
  • Xperia
  • xperia 5 ii
  • xps 13
  • Yahoo
  • years
  • Yellowstone
  • yoda
  • yoga
  • yoson an
  • you get a laptop and you get a laptop
  • you're
  • youku
  • Young
  • your news update
  • youtube
  • youtube tv
  • yu suzuki
  • yummy
  • yves maitre
  • z
  • zack snyder
  • zenbook 13
  • zenbook flip 13
  • zenbook flip s
  • zenbook s
  • Zendure
  • Zenfone
  • zimbabwe
  • zombies
  • Zooming
  • zoox
  • zte
  • zuko

Advertise

Contact us

Follow Us

Recent News

say-hello-to-flaunting-your-nights-better-with-the-snazzy-oppo-f19-pro+-5g

Say Hello to Flaunting Your Nights Better With the Snazzy OPPO F19 Pro+ 5G

मार्च 8, 2021
otp-troubles?-here’s-why-you-may-not-be-receiving-important-sms-messages-today

OTP Troubles? Here’s Why You May Not Be Receiving Important SMS Messages Today

मार्च 8, 2021

जिज्ञासा ज़रूरी है इसीलिए हम आपको देंगे जानकारी जो आपकी जिज्ञासा की प्यास को बुझा देगी
© JIGYAASA.IN

No Result
View All Result
  • Home

© 2020 JIGYAASA.IN