Slowly working through different stringr functions.
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The birch canoe slid on the smooth planks.
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Glue the sheet to the dark blue background.
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It's easy to tell the depth of a well.
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These days a chicken leg is a rare dish.
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Rice is often served in round bowls.
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The juice of lemons makes fine punch.
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The box was thrown beside the parked truck.
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The hogs were fed chopped corn and garbage.
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Four hours of steady work faced us.
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Large size in stockings is hard to sell.
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The boy was there when the sun rose.
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A rod is used to catch pink salmon.
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The source of the huge river is the clear spring.
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Kick the ball straight and follow through.
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Help the woman get back to her feet.
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A pot of tea helps to pass the evening.
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Smoky fires lack flame and heat.
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The soft cushion broke the man's fall.
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The salt breeze came across from the sea.
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The girl at the booth sold fifty bonds.
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The small pup gnawed a hole in the sock.
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The fish twisted and turned on the bent hook.
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Press the pants and sew a button on the vest.
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The swan dive was far short of perfect.
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The beauty of the view stunned the young boy.
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Two blue fish swam in the tank.
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Her purse was full of useless trash.
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The colt reared and threw the tall rider.
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It snowed, rained, and hailed the same morning.
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Read verse out loud for pleasure.
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Hoist the load to your left shoulder.
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Take the winding path to reach the lake.
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Note closely the size of the gas tank.
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Wipe the grease off his dirty face.
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Mend the coat before you go out.
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The wrist was badly strained and hung limp.
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The stray cat gave birth to kittens.
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The young girl gave no clear response.
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The meal was cooked before the bell rang.
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What joy there is in living.
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A king ruled the state in the early days.
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The ship was torn apart on the sharp reef.
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Sickness kept him home the third week.
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The wide road shimmered in the hot sun.
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The lazy cow lay in the cool grass.
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Lift the square stone over the fence.
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The rope will bind the seven books at once.
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Hop over the fence and plunge in.
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The friendly gang left the drug store.
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Mesh mire keeps chicks inside.
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The frosty air passed through the coat.
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The crooked maze failed to fool the mouse.
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Adding fast leads to wrong sums.
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The show was a flop from the very start.
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A saw is a tool used for making boards.
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The wagon moved on well oiled wheels.
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March the soldiers past the next hill.
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A cup of sugar makes sweet fudge.
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Place a rosebush near the porch steps.
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Both lost their lives in the raging storm.
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We talked of the slide show in the circus.
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Use a pencil to write the first draft.
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He ran half way to the hardware store.
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The clock struck to mark the third period.
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A small creek cut across the field.
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Cars and busses stalled in snow drifts.
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The set of china hit, the floor with a crash.
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This is a grand season for hikes on the road.
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The dune rose from the edge of the water.
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Those words were the cue for the actor to leave.
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A yacht slid around the point into the bay.
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The two met while playing on the sand.
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The ink stain dried on the finished page.
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The walled town was seized without a fight.
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The lease ran out in sixteen weeks.
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A tame squirrel makes a nice pet.
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The horn of the car woke the sleeping cop.
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The heart beat strongly and with firm strokes.
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The pearl was worn in a thin silver ring.
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The fruit peel was cut in thick slices.
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The Navy attacked the big task force.
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See the cat glaring at the scared mouse.
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There are more than two factors here.
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The hat brim was wide and too droopy.
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The lawyer tried to lose his case.
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The grass curled around the fence post.
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Cut the pie into large parts.
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Men strive but seldom get rich.
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Always close the barn door tight.
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He lay prone and hardly moved a limb.
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The slush lay deep along the street.
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A wisp of cloud hung in the blue air.
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A pound of sugar costs more than eggs.
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The fin was sharp and cut the clear water.
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The play seems dull and quite stupid.
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Bail the boat, to stop it from sinking.
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The term ended in late June that year.
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A tusk is used to make costly gifts.
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Ten pins were set in order.
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The bill as paid every third week.
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Oak is strong and also gives shade.
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Cats and dogs each hate the other.
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The pipe began to rust while new.
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Open the crate but don't break the glass.
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Add the sum to the product of these three.
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Thieves who rob friends deserve jail.
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The ripe taste of cheese improves with age.
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Act on these orders with great speed.
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The hog crawled under the high fence.
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Move the vat over the hot fire.
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The bark of the pine tree was shiny and dark.
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Leaves turn brown and yellow in the fall.
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The pennant waved when the wind blew.
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Split the log with a quick, sharp blow.
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Burn peat after the logs give out.
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He ordered peach pie with ice cream.
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Weave the carpet on the right hand side.
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Hemp is a weed found in parts of the tropics.
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A lame back kept his score low.
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We find joy in the simplest things.
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Type out three lists of orders.
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The harder he tried the less he got done.
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The boss ran the show with a watchful eye.
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The cup cracked and spilled its contents.
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Paste can cleanse the most dirty brass.
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The slang word for raw whiskey is booze.
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It caught its hind paw in a rusty trap.
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The wharf could be seen at the farther shore.
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Feel the heat of the weak dying flame.
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The tiny girl took off her hat.
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A cramp is no small danger on a swim.
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He said the same phrase thirty times.
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Pluck the bright rose without leaves.
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Two plus seven is less than ten.
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The glow deepened in the eyes of the sweet girl.
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Bring your problems to the wise chief.
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Write a fond note to the friend you cherish.
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Clothes and lodging are free to new men.
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We frown when events take a bad turn.
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Port is a strong wine with s smoky taste.
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The young kid jumped the rusty gate.
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Guess the results from the first scores.
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A salt pickle tastes fine with ham.
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The just claim got the right verdict.
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These thistles bend in a high wind.
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Pure bred poodles have curls.
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The tree top waved in a graceful way.
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The spot on the blotter was made by green ink.
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Mud was spattered on the front of his white shirt.
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The cigar burned a hole in the desk top.
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The empty flask stood on the tin tray.
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A speedy man can beat this track mark.
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He broke a new shoelace that day.
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The coffee stand is too high for the couch.
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The urge to write short stories is rare.
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The pencils have all been used.
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The pirates seized the crew of the lost ship.
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We tried to replace the coin but failed.
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She sewed the torn coat quite neatly.
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The sofa cushion is red and of light weight.
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The jacket hung on the back of the wide chair.
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At that high level the air is pure.
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Drop the two when you add the figures.
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A filing case is now hard to buy.
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An abrupt start does not win the prize.
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Wood is best for making toys and blocks.
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The office paint was a dull sad tan.
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He knew the skill of the great young actress.
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A rag will soak up spilled water.
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A shower of dirt fell from the hot pipes.
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Steam hissed from the broken valve.
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The child almost hurt the small dog.
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There was a sound of dry leaves outside.
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The sky that morning was clear and bright blue.
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Torn scraps littered the stone floor.
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Sunday is the best part of the week.
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The doctor cured him with these pills.
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The new girl was fired today at noon.
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They felt gay when the ship arrived in port.
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Add the store's account to the last cent.
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Acid burns holes in wool cloth.
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Fairy tales should be fun to write.
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Eight miles of woodland burned to waste.
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The third act was dull and tired the players.
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A young child should not suffer fright.
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Add the column and put the sum here.
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We admire and love a good cook.
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There the flood mark is ten inches.
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He carved a head from the round block of marble.
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She has st smart way of wearing clothes.
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The fruit of a fig tree is apple-shaped.
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Corn cobs can be used to kindle a fire.
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Where were they when the noise started.
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The paper box is full of thumb tacks.
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Sell your gift to a buyer at a good gain.
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The tongs lay beside the ice pail.
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The petals fall with the next puff of wind.
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Bring your best compass to the third class.
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They could laugh although they were sad.
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Farmers came in to thresh the oat crop.
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The brown house was on fire to the attic.
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The lure is used to catch trout and flounder.
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Float the soap on top of the bath water.
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A blue crane is a tall wading bird.
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A fresh start will work such wonders.
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The club rented the rink for the fifth night.
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After the dance they went straight home.
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The hostess taught the new maid to serve.
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He wrote his last novel there at the inn.
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Even the worst will beat his low score.
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The cement had dried when he moved it.
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The loss of the second ship was hard to take.
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The fly made its way along the wall.
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Do that with a wooden stick.
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Lire wires should be kept covered.
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The large house had hot water taps.
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It is hard to erase blue or red ink.
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Write at once or you may forget it.
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The doorknob was made of bright clean brass.
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The wreck occurred by the bank on Main Street.
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A pencil with black lead writes best.
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Coax a young calf to drink from a bucket.
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Schools for ladies teach charm and grace.
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The lamp shone with a steady green flame.
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They took the axe and the saw to the forest.
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The ancient coin was quite dull and worn.
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The shaky barn fell with a loud crash.
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Jazz and swing fans like fast music.
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Rake the rubbish up and then burn it.
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Slash the gold cloth into fine ribbons.
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Try to have the court decide the case.
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They are pushed back each time they attack.
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He broke his ties with groups of former friends.
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They floated on the raft to sun their white backs.
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The map had an X that meant nothing.
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Whitings are small fish caught in nets.
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Some ads serve to cheat buyers.
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Jerk the rope and the bell rings weakly.
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A waxed floor makes us lose balance.
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Madam, this is the best brand of corn.
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On the islands the sea breeze is soft and mild.
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The play began as soon as we sat down.
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This will lead the world to more sound and fury
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Add salt before you fry the egg.
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The rush for funds reached its peak Tuesday.
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The birch looked stark white and lonesome.
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The box is held by a bright red snapper.
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To make pure ice, you freeze water.
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The first worm gets snapped early.
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Jump the fence and hurry up the bank.
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Yell and clap as the curtain slides back.
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They are men nho walk the middle of the road.
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Both brothers wear the same size.
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In some forin or other we need fun.
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The prince ordered his head chopped off.
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The houses are built of red clay bricks.
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Ducks fly north but lack a compass.
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Fruit flavors are used in fizz drinks.
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These pills do less good than others.
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Canned pears lack full flavor.
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The dark pot hung in the front closet.
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Carry the pail to the wall and spill it there.
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The train brought our hero to the big town.
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We are sure that one war is enough.
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Gray paint stretched for miles around.
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The rude laugh filled the empty room.
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High seats are best for football fans.
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Tea served from the brown jug is tasty.
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A dash of pepper spoils beef stew.
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A zestful food is the hot-cross bun.
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The horse trotted around the field at a brisk pace.
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Find the twin who stole the pearl necklace.
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Cut the cord that binds the box tightly.
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The red tape bound the smuggled food.
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Look in the corner to find the tan shirt.
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The cold drizzle will halt the bond drive.
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Nine men were hired to dig the ruins.
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The junk yard had a mouldy smell.
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The flint sputtered and lit a pine torch.
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Soak the cloth and drown the sharp odor.
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The shelves were bare of both jam or crackers.
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A joy to every child is the swan boat.
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All sat frozen and watched the screen.
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ii cloud of dust stung his tender eyes.
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To reach the end he needs much courage.
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Shape the clay gently into block form.
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The ridge on a smooth surface is a bump or flaw.
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Hedge apples may stain your hands green.
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Quench your thirst, then eat the crackers.
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Tight curls get limp on rainy days.
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The mute muffled the high tones of the horn.
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The gold ring fits only a pierced ear.
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The old pan was covered with hard fudge.
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Watch the log float in the wide river.
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The node on the stalk of wheat grew daily.
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The heap of fallen leaves was set on fire.
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Write fast, if you want to finish early.
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His shirt was clean but one button was gone.
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The barrel of beer was a brew of malt and hops.
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Tin cans are absent from store shelves.
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Slide the box into that empty space.
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The plant grew large and green in the window.
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The beam dropped down on the workmen's head.
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Pink clouds floated JTith the breeze.
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She danced like a swan, tall and graceful.
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The tube was blown and the tire flat and useless.
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It is late morning on the old wall clock.
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Let's all join as we sing the last chorus.
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The last switch cannot be turned off.
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The fight will end in just six minutes.
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The store walls were lined with colored frocks.
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The peace league met to discuss their plans.
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The rise to fame of a person takes luck.
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Paper is scarce, so write with much care.
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The quick fox jumped on the sleeping cat.
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The nozzle of the fire hose was bright brass.
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Screw the round cap on as tight as needed.
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Time brings us many changes.
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The purple tie was ten years old.
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Men think and plan and sometimes act.
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Fill the ink jar with sticky glue.
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He smoke a big pipe with strong contents.
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We need grain to keep our mules healthy.
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Pack the records in a neat thin case.
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The crunch of feet in the snow was the only sound.
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The copper bowl shone in the sun's rays.
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Boards will warp unless kept dry.
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The plush chair leaned against the wall.
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Glass will clink when struck by metal.
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Bathe and relax in the cool green grass.
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Nine rows of soldiers stood in line.
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The beach is dry and shallow at low tide.
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The idea is to sew both edges straight.
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The kitten chased the dog down the street.
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Pages bound in cloth make a book.
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Try to trace the fine lines of the painting.
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Women form less than half of the group.
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The zones merge in the central part of town.
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A gem in the rough needs work to polish.
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Code is used when secrets are sent.
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Most of the new is easy for us to hear.
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He used the lathe to make brass objects.
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The vane on top of the pole revolved in the wind.
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Mince pie is a dish served to children.
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The clan gathered on each dull night.
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Let it burn, it gives us warmth and comfort.
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A castle built from sand fails to endure.
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A child's wit saved the day for us.
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Tack the strip of carpet to the worn floor.
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Next Tuesday we must vote.
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Pour the stew from the pot into the plate.
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Each penny shone like new.
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The man went to the woods to gather sticks.
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The dirt piles were lines along the road.
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The logs fell and tumbled into the clear stream.
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Just hoist it up and take it away,
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A ripe plum is fit for a king's palate.
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Our plans right now are hazy.
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Brass rings are sold by these natives.
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It takes a good trap to capture a bear.
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Feed the white mouse some flower seeds.
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The thaw came early and freed the stream.
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He took the lead and kept it the whole distance.
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The key you designed will fit the lock.
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Plead to the council to free the poor thief.
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Better hash is made of rare beef.
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This plank was made for walking on.
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The lake sparkled in the red hot sun.
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He crawled with care along the ledge.
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Tend the sheep while the dog wanders.
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It takes a lot of help to finish these.
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Mark the spot with a sign painted red.
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Take two shares as a fair profit.
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The fur of cats goes by many names.
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North winds bring colds and fevers.
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He asks no person to vouch for him.
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Go now and come here later.
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A sash of gold silk will trim her dress.
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Soap can wash most dirt away.
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That move means the game is over.
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He wrote down a long list of items.
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A siege will crack the strong defense.
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Grape juice and water mix well.
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Roads are paved with sticky tar.
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Fake &ones shine but cost little.
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The drip of the rain made a pleasant sound.
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Smoke poured out of every crack.
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Serve the hot rum to the tired heroes.
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Much of the story makes good sense.
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The sun came up to light the eastern sky.
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Heave the line over the port side.
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A lathe cuts and trims any wood.
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It's a dense crowd in two distinct ways.
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His hip struck the knee of the next player.
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The stale smell of old beer lingers.
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The desk was firm on the shaky floor.
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It takes heat to bring out the odor.
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Beef is scarcer than some lamb.
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Raise the sail and steer the ship northward.
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The cone costs five cents on Mondays.
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A pod is what peas always grow in.
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Jerk the dart from the cork target.
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No cement will hold hard wood.
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We now have a new base for shipping.
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The list of names is carved around the base.
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The sheep were led home by a dog.
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Three for a dime, the young peddler cried.
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The sense of smell is better than that of touch.
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No hardship seemed to keep him sad.
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Grace makes up for lack of beauty.
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Nudge gently but wake her now.
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The news struck doubt into restless minds.
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Once we stood beside the shore.
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A chink in the wall allowed a draft to blow.
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Fasten two pins on each side.
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A cold dip restores health and zest.
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He takes the oath of office each March.
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The sand drifts over the sill of the old house.
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The point of the steel pen was bent and twisted.
|
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There is a lag between thought and act.
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Seed is needed to plant the spring corn.
|
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Draw the chart with heavy black lines.
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The boy owed his pal thirty cents.
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The chap slipped into the crowd and was lost.
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Hats are worn to tea and not to dinner.
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The ramp led up to the wide highway.
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Beat the dust from the rug onto the lawn.
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Say it slow!y but make it ring clear.
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The straw nest housed five robins.
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Screen the porch with woven straw mats.
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This horse will nose his way to the finish.
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The dry wax protects the deep scratch.
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He picked up the dice for a second roll.
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These coins will be needed to pay his debt.
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The nag pulled the frail cart along.
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Twist the valve and release hot steam.
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The vamp of the shoe had a gold buckle.
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The smell of burned rags itches my nose.
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Xew pants lack cuffs and pockets.
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The marsh will freeze when cold enough.
|
||||
They slice the sausage thin with a knife.
|
||||
The bloom of the rose lasts a few days.
|
||||
A gray mare walked before the colt.
|
||||
Breakfast buns are fine with a hot drink.
|
||||
Bottles hold four kinds of rum.
|
||||
The man wore a feather in his felt hat.
|
||||
He wheeled the bike past. the winding road.
|
||||
Drop the ashes on the worn old rug.
|
||||
The desk and both chairs were painted tan.
|
||||
Throw out the used paper cup and plate.
|
||||
A clean neck means a neat collar.
|
||||
The couch cover and hall drapes were blue.
|
||||
The stems of the tall glasses cracked and broke.
|
||||
The wall phone rang loud and often.
|
||||
The clothes dried on a thin wooden rack.
|
||||
Turn on the lantern which gives us light.
|
||||
The cleat sank deeply into the soft turf.
|
||||
The bills were mailed promptly on the tenth of the month.
|
||||
To have is better than to wait and hope.
|
||||
The price is fair for a good antique clock.
|
||||
The music played on while they talked.
|
||||
Dispense with a vest on a day like this.
|
||||
The bunch of grapes was pressed into wine.
|
||||
He sent the figs, but kept the ripe cherries.
|
||||
The hinge on the door creaked with old age.
|
||||
The screen before the fire kept in the sparks.
|
||||
Fly by night, and you waste little time.
|
||||
Thick glasses helped him read the print.
|
||||
Birth and death mark the limits of life.
|
||||
The chair looked strong but had no bottom.
|
||||
The kite flew wildly in the high wind.
|
||||
A fur muff is stylish once more.
|
||||
The tin box held priceless stones.
|
||||
We need an end of all such matter.
|
||||
The case was puzzling to the old and wise.
|
||||
The bright lanterns were gay on the dark lawn.
|
||||
We don't get much money but we have fun.
|
||||
The youth drove with zest, but little skill.
|
||||
Five years he lived with a shaggy dog.
|
||||
A fence cuts through the corner lot.
|
||||
The way to save money is not to spend much.
|
||||
Shut the hatch before the waves push it in.
|
||||
The odor of spring makes young hearts jump.
|
||||
Crack the walnut with your sharp side teeth.
|
||||
He offered proof in the form of a lsrge chart.
|
||||
Send the stuff in a thick paper bag.
|
||||
A quart of milk is water for the most part.
|
||||
They told wild tales to frighten him.
|
||||
The three story house was built of stone.
|
||||
In the rear of the ground floor was a large passage.
|
||||
A man in a blue sweater sat at the desk.
|
||||
Oats are a food eaten by horse and man.
|
||||
Their eyelids droop for want. of sleep.
|
||||
The sip of tea revives his tired friend.
|
||||
There are many ways to do these things.
|
||||
Tuck the sheet under the edge of the mat.
|
||||
A force equal to that would move the earth.
|
||||
We like to see clear weather.
|
||||
The work of the tailor is seen on each side.
|
||||
Take a chance and win a china doll.
|
||||
Shake the dust from your shoes, stranger.
|
||||
She was kind to sick old people.
|
||||
The dusty bench stood by the stone wall.
|
||||
The square wooden crate was packed to be shipped.
|
||||
We dress to suit the weather of most days.
|
||||
Smile when you say nasty words.
|
||||
A bowl of rice is free with chicken stew.
|
||||
The water in this well is a source of good health.
|
||||
Take shelter in this tent, but keep still.
|
||||
That guy is the writer of a few banned books.
|
||||
The little tales they tell are false.
|
||||
The door was barred, locked, and bolted as well.
|
||||
Ripe pears are fit for a queen's table.
|
||||
A big wet stain was on the round carpet.
|
||||
The kite dipped and swayed, but stayed aloft.
|
||||
The pleasant hours fly by much too soon.
|
||||
The room was crowded with a wild mob.
|
||||
This strong arm shall shield your honor.
|
||||
She blushed when he gave her a white orchid.
|
||||
The beetle droned in the hot June sun.
|
||||
Press the pedal with your left foot.
|
||||
Neat plans fail without luck.
|
||||
The black trunk fell from the landing.
|
||||
The bank pressed for payment of the debt.
|
||||
The theft of the pearl pin was kept secret.
|
||||
Shake hands with this friendly child.
|
||||
The vast space stretched into the far distance.
|
||||
A rich farm is rare in this sandy waste.
|
||||
His wide grin earned many friends.
|
||||
Flax makes a fine brand of paper.
|
||||
Hurdle the pit with the aid of a long pole.
|
||||
A strong bid may scare your partner stiff.
|
||||
Even a just cause needs power to win.
|
||||
Peep under the tent and see the clowns.
|
||||
The leaf drifts along with a slow spin.
|
||||
Cheap clothes are flashy but don??????t last.
|
||||
A thing of small note can cause despair.
|
||||
Flood the mails with requests for this book.
|
||||
A thick coat of black paint covered all.
|
||||
The pencil was cut to be sharp at both ends.
|
||||
Those last words were a strong statement.
|
||||
He wrote his name boldly at the top of tile sheet.
|
||||
Dill pickles are sour but taste fine.
|
||||
Down that road is the way to the grain farmer.
|
||||
Either mud or dust are found at all times.
|
||||
The best method is to fix it in place with clips.
|
||||
If you mumble your speech will be lost.
|
||||
At night the alarm roused him from a deep sleep.
|
||||
Read just what the meter says.
|
||||
Fill your pack with bright trinkets for the poor.
|
||||
The small red neon lamp went out.
|
||||
Clams are small, round, soft, and tasty.
|
||||
The fan whirled its round blades softly.
|
||||
The line where the edges join was clean.
|
||||
Breathe deep and smell the piny air.
|
||||
It matters not if he reads these words or those.
|
||||
A brown leather bag hung from its strap.
|
||||
A toad and a frog are hard to tell apart.
|
||||
A white silk jacket goes with any shoes.
|
||||
A break in the dam almost caused a flood.
|
||||
Paint the sockets in the wall dull green.
|
||||
The child crawled into the dense grass.
|
||||
Bribes fail where honest men work.
|
||||
Trample the spark, else the flames will spread.
|
||||
The hilt. of the sword was carved with fine designs.
|
||||
A round hole was drilled through the thin board.
|
||||
Footprints showed the path he took up the beach.
|
||||
She was waiting at my front lawn.
|
||||
A vent near the edge brought in fresh air.
|
||||
Prod the old mule with a crooked stick.
|
||||
It is a band of steel three inches wide.
|
||||
The pipe ran almost the length of the ditch.
|
||||
It was hidden from sight by a mass of leaves and shrubs.
|
||||
The weight. of the package was seen on the high scale.
|
||||
Wake and rise, and step into the green outdoors.
|
||||
The green light in the brown box flickered.
|
||||
The brass tube circled the high wall.
|
||||
The lobes of her ears were pierced to hold rings.
|
||||
Hold the hammer near the end to drive the nail.
|
||||
Next Sunday is the twelfth of the month.
|
||||
Every word and phrase he speaks is true.
|
||||
He put his last cartridge into the gun and fired.
|
||||
They took their kids from the public school.
|
||||
Drive the screw straight into the wood.
|
||||
Keep the hatch tight and the watch constant.
|
||||
Sever the twine with a quick snip of the knife.
|
||||
Paper will dry out when wet.
|
||||
Slide the catch back and open the desk.
|
||||
Help the weak to preserve their strength.
|
||||
A sullen smile gets few friends.
|
||||
Stop whistling and watch the boys march.
|
||||
Jerk the cord, and out tumbles the gold.
|
||||
Slidc the tray across the glass top.
|
||||
The cloud moved in a stately way and was gone.
|
||||
Light maple makes for a swell room.
|
||||
Set the piece here and say nothing.
|
||||
Dull stories make her laugh.
|
||||
A stiff cord will do to fasten your shoe.
|
||||
Get the trust fund to the bank early.
|
||||
Choose between the high road and the low.
|
||||
A plea for funds seems to come again.
|
||||
He lent his coat to the tall gaunt stranger.
|
||||
There is a strong chance it will happen once more.
|
||||
The duke left the park in a silver coach.
|
||||
Greet the new guests and leave quickly.
|
||||
When the frost has come it is time for turkey.
|
||||
Sweet words work better than fierce.
|
||||
A thin stripe runs down the middle.
|
||||
A six comes up more often than a ten.
|
||||
Lush fern grow on the lofty rocks.
|
||||
The ram scared the school children off.
|
||||
The team with the best timing looks good.
|
||||
The farmer swapped his horse for a brown ox.
|
||||
Sit on the perch and tell the others what to do.
|
||||
A steep trail is painful for our feet.
|
||||
The early phase of life moves fast.
|
||||
Green moss grows on the northern side.
|
||||
Tea in thin china has a sweet taste.
|
||||
Pitch the straw through the door of the stable.
|
||||
The latch on the beck gate needed a nail.
|
||||
The goose was brought straight from the old market.
|
||||
The sink is the thing in which we pile dishes.
|
||||
A whiff of it will cure the most stubborn cold.
|
||||
The facts dont always show who is right.
|
||||
She flaps her cape as she parades the street.
|
||||
The loss of the cruiser was a blow to the fleet.
|
||||
Loop the braid to the left and then over.
|
||||
Plead with the lawyer to drop the lost cause.
|
||||
Calves thrive on tender spring grass.
|
||||
Post no bills on this office wall.
|
||||
Tear a thin sheet from the yellow pad.
|
||||
A cruise in warm waters in a sleek yacht is fun.
|
||||
A streak of color ran down the left edge.
|
||||
It was done before the boy could see it.
|
||||
Crouch before you jump or miss the mark.
|
||||
Pack the kits and dont forget the salt.
|
||||
The square peg will settle in the round hole.
|
||||
Fine soap saves tender skin.
|
||||
Poached eggs and tea must suffice.
|
||||
Bad nerves are jangled by a door slam.
|
||||
Ship maps are different from those for planes.
|
||||
Dimes showered down from all sides.
|
||||
They sang the same tunes at each party.
|
||||
The sky in the west is tinged with orange red.
|
||||
The pods of peas ferment in bare fields.
|
||||
The horse balked and threw the tall rider.
|
||||
The hitch between the horse and cart broke.
|
||||
Pile the coal high in the shed corner.
|
||||
The gold vase is both rare and costly.
|
||||
The knife was hung inside its bright sheath.
|
||||
The rarest spice comes from the far East.
|
||||
The roof should be tilted at a sharp slant.
|
||||
A smatter of French is worse than none.
|
||||
The mule trod the treadmill day and night.
|
||||
The aim of the contest is to raise a great fund.
|
||||
To send it. now in large amounts is bad.
|
||||
There is a fine hard tang in salty air.
|
||||
Cod is the main business of the north shore.
|
||||
The slab was hewn from heavy blocks of slate.
|
||||
Dunk the stale biscuits into strong drink.
|
||||
Hang tinsel from both branches.
|
||||
Cap the jar with a tight brass cover.
|
||||
The poor boy missed the boat again.
|
||||
Be sure to set the lamp firmly in the hole.
|
||||
Pick a card and slip it. under the pack.
|
||||
A round mat will cover the dull spot.
|
||||
The first part of the plan needs changing.
|
||||
The good book informs of what we ought to know.
|
||||
The mail comes in three batches per day.
|
||||
You cannot brew tea in a cold pot.
|
||||
Dots of light betrayed the black cat.
|
||||
Put the chart on the mantel and tack it down.
|
||||
The night shift men rate extra pay.
|
||||
The red paper brightened the dim stage.
|
||||
See the player scoot to third base.
|
||||
Slide the bill between the two leaves.
|
||||
Many hands help get the job done.
|
||||
We don't like to admit our small faults.
|
||||
No doubt about the way the wind blows.
|
||||
Dig deep in the earth for pirate's gold.
|
||||
The steady drip is worse than a drenching rain.
|
||||
A flat pack takes less luggage space.
|
||||
Green ice frosted the punch bowl.
|
||||
A stuffed chair slipped from the moving van.
|
||||
The stitch will serve but needs to be shortened.
|
||||
A thin book fits in the side pocket.
|
||||
The gloss on top made it unfit to read.
|
||||
The hail pattered on the burnt brown grass.
|
||||
Seven seals were stamped on great sheets.
|
||||
Our troops are set to strike heavy blows.
|
||||
The store was jammed before the sale could start.
|
||||
It was a bad error on the part of the new judge.
|
||||
One step more and the board will collapse.
|
||||
Take the match and strike it against your shoe.
|
||||
The pot boiled, but the contents failed to jell.
|
||||
The baby puts his right foot in his mouth.
|
||||
The bombs left most of the town in ruins.
|
||||
Stop and stare at the hard working man.
|
||||
The streets are narrow and full of sharp turns.
|
||||
The pup jerked the leash as he saw a feline shape.
|
||||
Open your book to the first page.
|
||||
Fish evade the net, and swim off.
|
||||
Dip the pail once and let it settle.
|
||||
Will you please answer that phone.
|
||||
The big red apple fell to the ground.
|
||||
The curtain rose and the show was on.
|
||||
The young prince became heir to the throne.
|
||||
He sent the boy on a short errand.
|
||||
Leave now and you will arrive on time.
|
||||
The corner store was robbed last night.
|
||||
A gold ring will please most any girl.
|
||||
The long journey home took a year.
|
||||
She saw a cat in the neighbor's house.
|
||||
A pink shell was found on the sandy beach.
|
||||
Small children came to see him.
|
||||
The grass and bushes were wet with dew.
|
||||
The blind man counted his old coins.
|
||||
A severe storm tore down the barn.
|
||||
She called his name many times.
|
||||
When you hear the bell, come quickly.
|
122
strings.Rmd
122
strings.Rmd
|
@ -396,10 +396,19 @@ Now that you've learned the basics of regular expression, it's time to learn how
|
|||
* Replace matches with new values.
|
||||
* How can you split a string into based on a match.
|
||||
|
||||
Because regular expressions are so powerful, it's easy to try and solve every problem with a single regular expression. But since you're in a programming language, it's often easy to break the problem down into smaller pieces. If you find yourself getting stuck trying to create a single regexp that solves your problem, take a step back and think if you could break the problem down in to smaller pieces, solving each challenge before moving onto the next one.
|
||||
|
||||
### Detect matches
|
||||
|
||||
To determine if a character vector matches a pattern, use `str_detect()`. It returns a logical vector:
|
||||
|
||||
```{r}
|
||||
x <- c("apple", "banana", "pear")
|
||||
str_detect(x, "e")
|
||||
```
|
||||
|
||||
Remember that logical vectors are effectively combined with `sum()` and `mean()`. This makes it easy to answer questions about a complete vector:
|
||||
|
||||
```{r}
|
||||
# How many common words start with t?
|
||||
sum(str_detect(common, "^t"))
|
||||
|
@ -420,39 +429,136 @@ If you find your regular expression is getting hard to understand, trying breaki
|
|||
`str_count()` is similar to `str_detect()` but it returns an integer count of the number of matches, instead of a true/false:
|
||||
|
||||
```{r}
|
||||
str_count(x, "a")
|
||||
|
||||
# What's the average number of vowels per word?
|
||||
mean(str_count(common, "[aeiou]"))
|
||||
```
|
||||
|
||||
`str_subset()` is a wrapper for the common pattern `x[str_detect(x, pattern)]`.
|
||||
|
||||
### Find matches
|
||||
### Exercises
|
||||
|
||||
`str_locate()`, `str_locate_all()` gives you the starting and ending positions of each match. These are particularly useful when none of the other functions does exactly what you want. You can use `str_locate()` to find the matching pattern, `str_sub()` to extract and/or modify them.
|
||||
1. For each of the following challenges, try solving with both a single
|
||||
regular expression, and a combination of multiple `str_detect()` calls.
|
||||
|
||||
1. Find all words that start or end with `x`.
|
||||
1. Find all words that start with a vowel and end with a consonant.
|
||||
|
||||
1. What word has the highest number of vowels? What word has the highest
|
||||
proportion of vowels?
|
||||
|
||||
### Extract matches
|
||||
|
||||
`str_extract()`, `str_extract_all()`
|
||||
To extract the actual text of a match, use `str_extract()`. For that to be useful, we need a somewhat more complicated example. I'm going to use the [Harvard sentences](https://en.wikipedia.org/wiki/Harvard_sentences): these are sentences designed to tested VOIP systems, but we're going to use them as random data.
|
||||
|
||||
`str_match()`, `str_match_all()`
|
||||
```{r}
|
||||
sentences <- readr::read_lines("harvard-sentences.txt")
|
||||
length(sentences)
|
||||
head(sentences)
|
||||
```
|
||||
|
||||
Imagine we want to find all sentences that contain a colour. We first create a vector of colour names, and then turn it into a single regular expression:
|
||||
|
||||
```{r}
|
||||
colours <- c("red", "orange", "yellow", "green", "blue", "purple")
|
||||
colour_match <- str_c(colours, collapse = "|")
|
||||
colour_match
|
||||
```
|
||||
|
||||
Now we can select the sentences that contain a colour, and then extract the colour to figure out which one it is:
|
||||
|
||||
```{r}
|
||||
has_colour <- str_subset(sentences, colour_match)
|
||||
matches <- str_extract(has_colour, colour_match)
|
||||
head(matches)
|
||||
```
|
||||
|
||||
A few sentences contain more than one colour and `str_extract()` only extracts the first:
|
||||
|
||||
```{r}
|
||||
table(str_count(sentences, colour_match))
|
||||
more <- sentences[str_count(sentences, colour_match) > 1]
|
||||
more
|
||||
|
||||
str_extract(more, colour_match)
|
||||
```
|
||||
|
||||
To get all matches, use `str_extract_all()`:
|
||||
|
||||
```{r}
|
||||
str_extract_all(more, colour_match)
|
||||
```
|
||||
|
||||
This returns a list, which is a little hard to work with, which is why it's not the default. You'll learn more about working with lists in Chapter XYZ. Note that matches are always non-overlapping: the second match starts after the first is complete.
|
||||
|
||||
#### Exercises
|
||||
|
||||
1. From the Harvard sentences data, extract:
|
||||
|
||||
1. The first word from each sentence.
|
||||
1. All words ending in `ing`.
|
||||
|
||||
### Grouped matches
|
||||
|
||||
We talked early about the use of parentheses. You can use them if you want to extract parts of a match. For example, imagine we want to extract nouns from the sentences. As a heuristic, we'll look for any word that comes after "a" or "the":
|
||||
|
||||
```{r}
|
||||
noun <- "(a|the) ([^ ]+)"
|
||||
has_noun <- sentences %>%
|
||||
str_subset(noun) %>%
|
||||
head(10)
|
||||
|
||||
str_extract(has_noun, noun)
|
||||
```
|
||||
|
||||
(Defining a "word" in a regular expression is a little tricky. I've decided to go for a sequence of any characters except for a space.)
|
||||
|
||||
`str_extract()` gives us the complete match, but we'd like to be able to dig into the pieces. That's the job of `str_match()`. Instead of a character vector, it returns a matrix, with one column for each group, and one column for the complete match:
|
||||
|
||||
```{r}
|
||||
str_match(has_noun, noun)
|
||||
```
|
||||
|
||||
(You can see our heuristic for finding nouns isn't that good as it also picks up adjectives like smooth and parked.)
|
||||
|
||||
Like `str_extract()`, if you want all matches, you'll need to use `str_match_all()` and then work with the list that it returns.
|
||||
|
||||
#### Exercises
|
||||
|
||||
Note that matches are always non-overlapping. The second match starts after the first is complete.
|
||||
|
||||
### Replacing matches
|
||||
|
||||
`str_replace()`, `str_replace_all()`
|
||||
```{r}
|
||||
first <- head(sentences)
|
||||
str_replace(sentences, "([^ ]+) ([^ ]+)", "\\2 \\1")
|
||||
```
|
||||
|
||||
`str_replace()` allows you to transform
|
||||
|
||||
Like `str_extract()` and `str_match()`, `str_replace()` only affects the first match. To replace every match, use `str_replace_all()`. Compared to the other two `all()` functions, the output from `str_replace_all()` is simpler because it can stay as a character vector.
|
||||
|
||||
|
||||
Multiple replacements
|
||||
|
||||
Backreferences.
|
||||
|
||||
#### Exercises
|
||||
|
||||
1. Replace all `/` in a string with `\`.
|
||||
|
||||
|
||||
### Splitting
|
||||
|
||||
`str_split()`, `str_split_fixed()`.
|
||||
|
||||
`boundary()`
|
||||
|
||||
### Exercises
|
||||
|
||||
1. Replace all `/` in a string with `\`.
|
||||
|
||||
### Find matches
|
||||
|
||||
`str_locate()`, `str_locate_all()` gives you the starting and ending positions of each match. These are particularly useful when none of the other functions does exactly what you want. You can use `str_locate()` to find the matching pattern, `str_sub()` to extract and/or modify them.
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## Other types of pattern
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Reference in New Issue