Merge branch 'master' of https://github.com/guipsamora/pandas_exercises

guipsamora · guipsamora · commit eb629669319f · 2020-02-15T15:45:46.000+01:00
diff --git a/01_Getting_&_Knowing_Your_Data/Occupation/Exercise_with_Solution.ipynb b/01_Getting_&_Knowing_Your_Data/Occupation/Exercise_with_Solution.ipynb
@@ -706,7 +706,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 12. How many different occupations there are in this dataset?"
+    "### Step 12. How many different occupations are in this dataset?"
    ]
   },
   {
diff --git a/01_Getting_&_Knowing_Your_Data/Occupation/Exercises.ipynb b/01_Getting_&_Knowing_Your_Data/Occupation/Exercises.ipynb
@@ -183,7 +183,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 12. How many different occupations there are in this dataset?"
+    "### Step 12. How many different occupations are in this dataset?"
    ]
   },
   {
diff --git a/01_Getting_&_Knowing_Your_Data/Occupation/Solutions.ipynb b/01_Getting_&_Knowing_Your_Data/Occupation/Solutions.ipynb
@@ -682,7 +682,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 12. How many different occupations there are in this dataset?"
+    "### Step 12. How many different occupations are in this dataset?"
    ]
   },
   {
diff --git a/02_Filtering_&_Sorting/Chipotle/Exercises.ipynb b/02_Filtering_&_Sorting/Chipotle/Exercises.ipynb
@@ -118,7 +118,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 8. How many times were a Veggie Salad Bowl ordered?"
+    "### Step 8. How many times was a Veggie Salad Bowl ordered?"
    ]
   },
   {
@@ -134,7 +134,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 9. How many times people orderd more than one Canned Soda?"
+    "### Step 9. How many times did someone order more than one Canned Soda?"
    ]
   },
   {
diff --git a/02_Filtering_&_Sorting/Chipotle/Exercises_with_solutions.ipynb b/02_Filtering_&_Sorting/Chipotle/Exercises_with_solutions.ipynb
@@ -2141,7 +2141,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 8. How many times were a Veggie Salad Bowl ordered?"
+    "### Step 8. How many times was a Veggie Salad Bowl ordered?"
    ]
   },
   {
@@ -2170,7 +2170,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 9. How many times people orderd more than one Canned Soda?"
+    "### Step 9. How many times did someone order more than one Canned Soda?"
    ]
   },
   {
diff --git a/02_Filtering_&_Sorting/Chipotle/Solutions.ipynb b/02_Filtering_&_Sorting/Chipotle/Solutions.ipynb
@@ -989,7 +989,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 8. How many times were a Veggie Salad Bowl ordered?"
+    "### Step 8. How many times was a Veggie Salad Bowl ordered?"
    ]
   },
   {
@@ -1016,7 +1016,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 9. How many times people orderd more than one Canned Soda?"
+    "### Step 9. How many times did someone order more than one Canned Soda?"
    ]
   },
   {
diff --git a/03_Grouping/Alcohol_Consumption/Exercise.ipynb b/03_Grouping/Alcohol_Consumption/Exercise.ipynb
@@ -13,7 +13,7 @@
    "source": [
     "### Introduction:\n",
     "\n",
-    "GroupBy can be summarizes as Split-Apply-Combine.\n",
+    "GroupBy can be summarized as Split-Apply-Combine.\n",
     "\n",
     "Special thanks to: https://github.com/justmarkham for sharing the dataset and materials.\n",
     "\n",
diff --git a/03_Grouping/Alcohol_Consumption/Exercise_with_solutions.ipynb b/03_Grouping/Alcohol_Consumption/Exercise_with_solutions.ipynb
@@ -13,7 +13,7 @@
    "source": [
     "### Introduction:\n",
     "\n",
-    "GroupBy can be summarizes as Split-Apply-Combine.\n",
+    "GroupBy can be summarized as Split-Apply-Combine.\n",
     "\n",
     "Special thanks to: https://github.com/justmarkham for sharing the dataset and materials.\n",
     "\n",
diff --git a/03_Grouping/Alcohol_Consumption/Solutions.ipynb b/03_Grouping/Alcohol_Consumption/Solutions.ipynb
@@ -13,7 +13,7 @@
    "source": [
     "### Introduction:\n",
     "\n",
-    "GroupBy can be summarizes as Split-Apply-Combine.\n",
+    "GroupBy can be summarized as Split-Apply-Combine.\n",
     "\n",
     "Special thanks to: https://github.com/justmarkham for sharing the dataset and materials.\n",
     "\n",
diff --git a/03_Grouping/Regiment/Exercises.ipynb b/03_Grouping/Regiment/Exercises.ipynb
@@ -102,7 +102,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 6. What is the mean each company's preTestScore?"
+    "### Step 6. What is the mean of each company's preTestScore?"
    ]
   },
   {
diff --git a/03_Grouping/Regiment/Exercises_solutions.ipynb b/03_Grouping/Regiment/Exercises_solutions.ipynb
@@ -430,7 +430,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 6. What is the mean each company's preTestScore?"
+    "### Step 6. What is the mean of each company's preTestScore?"
    ]
   },
   {
diff --git a/03_Grouping/Regiment/Solutions.ipynb b/03_Grouping/Regiment/Solutions.ipynb
@@ -421,7 +421,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 6. What is the mean each company's preTestScore?"
+    "### Step 6. What is the mean of each company's preTestScore?"
    ]
   },
   {
diff --git a/04_Apply/Students_Alcohol_Consumption/Exercises.ipynb b/04_Apply/Students_Alcohol_Consumption/Exercises.ipynb
@@ -70,7 +70,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 5. Create a lambda function that capitalize strings."
+    "### Step 5. Create a lambda function that will capitalize strings."
    ]
   },
   {
@@ -134,7 +134,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 9. Create a function called majority that return a boolean value to a new column called legal_drinker (Consider majority as older than 17 years old)"
+    "### Step 9. Create a function called majority that returns a boolean value to a new column called legal_drinker (Consider majority as older than 17 years old)"
    ]
   },
   {
diff --git a/04_Apply/Students_Alcohol_Consumption/Exercises_with_solutions.ipynb b/04_Apply/Students_Alcohol_Consumption/Exercises_with_solutions.ipynb
@@ -384,7 +384,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 5. Create a lambda function that capitalize strings."
+    "### Step 5. Create a lambda function that will capitalize strings."
    ]
   },
   {
@@ -777,7 +777,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 9. Create a function called majority that return a boolean value to a new column called legal_drinker (Consider majority as older than 17 years old)"
+    "### Step 9. Create a function called majority that returns a boolean value to a new column called legal_drinker (Consider majority as older than 17 years old)"
    ]
   },
   {
diff --git a/04_Apply/Students_Alcohol_Consumption/Solutions.ipynb b/04_Apply/Students_Alcohol_Consumption/Solutions.ipynb
@@ -374,7 +374,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 5. Create a lambda function that capitalize strings."
+    "### Step 5. Create a lambda function that will capitalize strings."
    ]
   },
   {
@@ -756,7 +756,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 9. Create a function called majority that return a boolean value to a new column called legal_drinker (Consider majority as older than 17 years old)"
+    "### Step 9. Create a function called majority that returns a boolean value to a new column called legal_drinker (Consider majority as older than 17 years old)"
    ]
   },
   {
diff --git a/04_Apply/US_Crime_Rates/Exercises.ipynb b/04_Apply/US_Crime_Rates/Exercises.ipynb
@@ -141,7 +141,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 9. What is the mos dangerous decade to live in the US?"
+    "### Step 9. What is the most dangerous decade to live in the US?"
    ]
   },
   {
diff --git a/04_Apply/US_Crime_Rates/Exercises_with_solutions.ipynb b/04_Apply/US_Crime_Rates/Exercises_with_solutions.ipynb
@@ -738,7 +738,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 9. What is the mos dangerous decade to live in the US?"
+    "### Step 9. What is the most dangerous decade to live in the US?"
    ]
   },
   {
diff --git a/04_Apply/US_Crime_Rates/Solutions.ipynb b/04_Apply/US_Crime_Rates/Solutions.ipynb
@@ -705,7 +705,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 9. What is the mos dangerous decade to live in the US?"
+    "### Step 9. What is the most dangerous decade to live in the US?"
    ]
   },
   {
diff --git a/05_Merge/Auto_MPG/Exercises.ipynb b/05_Merge/Auto_MPG/Exercises.ipynb
@@ -54,7 +54,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 4. Ops it seems our first dataset has some unnamed blank columns, fix cars1"
+    "### Step 4. Oops, it seems our first dataset has some unnamed blank columns, fix cars1"
    ]
   },
   {
@@ -102,7 +102,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 7. Ops there is a column missing, called owners. Create a random number Series from 15,000 to 73,000."
+    "### Step 7. Oops, there is a column missing, called owners. Create a random number Series from 15,000 to 73,000."
    ]
   },
   {
diff --git a/05_Merge/Auto_MPG/Exercises_with_solutions.ipynb b/05_Merge/Auto_MPG/Exercises_with_solutions.ipynb
@@ -105,7 +105,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 4. Ops it seems our first dataset has some unnamed blank columns, fix cars1"
+    "### Step 4. Oops, it seems our first dataset has some unnamed blank columns, fix cars1"
    ]
   },
   {
@@ -1168,7 +1168,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 7. Ops there is a column missing, called owners. Create a random number Series from 15,000 to 73,000."
+    "### Step 7. Oops, there is a column missing, called owners. Create a random number Series from 15,000 to 73,000."
    ]
   },
   {
diff --git a/05_Merge/Auto_MPG/Solutions.ipynb b/05_Merge/Auto_MPG/Solutions.ipynb
@@ -99,7 +99,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 4. Ops it seems our first dataset has some unnamed blank columns, fix cars1"
+    "### Step 4. Oops, it seems our first dataset has some unnamed blank columns, fix cars1"
    ]
   },
   {
@@ -1153,7 +1153,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 7. Ops there is a column missing, called owners. Create a random number Series from 15,000 to 73,000."
+    "### Step 7. Oops, there is a column missing, called owners. Create a random number Series from 15,000 to 73,000."
    ]
   },
   {
diff --git a/05_Merge/Fictitous Names/Exercises.ipynb b/05_Merge/Fictitous Names/Exercises.ipynb
@@ -36,7 +36,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 2. Create the 3 DataFrames based on the followin raw data"
+    "### Step 2. Create the 3 DataFrames based on the following raw data"
    ]
   },
   {
diff --git a/05_Merge/Fictitous Names/Exercises_with_solutions.ipynb b/05_Merge/Fictitous Names/Exercises_with_solutions.ipynb
@@ -38,7 +38,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 2. Create the 3 DataFrames based on the followin raw data"
+    "### Step 2. Create the 3 DataFrames based on the following raw data"
    ]
   },
   {
diff --git a/05_Merge/Fictitous Names/Solutions.ipynb b/05_Merge/Fictitous Names/Solutions.ipynb
@@ -36,7 +36,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 2. Create the 3 DataFrames based on the followin raw data"
+    "### Step 2. Create the 3 DataFrames based on the following raw data"
    ]
   },
   {
diff --git a/05_Merge/Housing Market/Exercises.ipynb b/05_Merge/Housing Market/Exercises.ipynb
@@ -98,7 +98,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 6. Ops it seems it is going only until index 99. Is it true?"
+    "### Step 6. Oops, it seems it is going only until index 99. Is it true?"
    ]
   },
   {
diff --git a/05_Merge/Housing Market/Exercises_with_solutions.ipynb b/05_Merge/Housing Market/Exercises_with_solutions.ipynb
@@ -777,7 +777,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 6. Ops it seems it is going only until index 99. Is it true?"
+    "### Step 6. Oops, it seems it is going only until index 99. Is it true?"
    ]
   },
   {
diff --git a/05_Merge/Housing Market/Solutions.ipynb b/05_Merge/Housing Market/Solutions.ipynb
@@ -756,7 +756,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 6. Ops it seems it is going only until index 99. Is it true?"
+    "### Step 6. Oops, it seems it is going only until index 99. Is it true?"
    ]
   },
   {

Original file line number	Diff line number	Diff line change
`@@ -706,7 +706,7 @@`
`706`	`706`	`"cell_type": "markdown",`
`707`	`707`	`"metadata": {},`
`708`	`708`	`"source": [`
`709`		`- "### Step 12. How many different occupations there are in this dataset?"`
	`709`	`+ "### Step 12. How many different occupations are in this dataset?"`
`710`	`710`	`]`
`711`	`711`	`},`
`712`	`712`	`{`
Original file line number	Diff line number	Diff line change
`@@ -183,7 +183,7 @@`
`183`	`183`	`"cell_type": "markdown",`
`184`	`184`	`"metadata": {},`
`185`	`185`	`"source": [`
`186`		`- "### Step 12. How many different occupations there are in this dataset?"`
	`186`	`+ "### Step 12. How many different occupations are in this dataset?"`
`187`	`187`	`]`
`188`	`188`	`},`
`189`	`189`	`{`
Original file line number	Diff line number	Diff line change
`@@ -682,7 +682,7 @@`
`682`	`682`	`"cell_type": "markdown",`
`683`	`683`	`"metadata": {},`
`684`	`684`	`"source": [`
`685`		`- "### Step 12. How many different occupations there are in this dataset?"`
	`685`	`+ "### Step 12. How many different occupations are in this dataset?"`
`686`	`686`	`]`
`687`	`687`	`},`
`688`	`688`	`{`
Original file line number	Diff line number	Diff line change
`@@ -118,7 +118,7 @@`
`118`	`118`	`"cell_type": "markdown",`
`119`	`119`	`"metadata": {},`
`120`	`120`	`"source": [`
`121`		`- "### Step 8. How many times were a Veggie Salad Bowl ordered?"`
	`121`	`+ "### Step 8. How many times was a Veggie Salad Bowl ordered?"`
`122`	`122`	`]`
`123`	`123`	`},`
`124`	`124`	`{`
`@@ -134,7 +134,7 @@`
`134`	`134`	`"cell_type": "markdown",`
`135`	`135`	`"metadata": {},`
`136`	`136`	`"source": [`
`137`		`- "### Step 9. How many times people orderd more than one Canned Soda?"`
	`137`	`+ "### Step 9. How many times did someone order more than one Canned Soda?"`
`138`	`138`	`]`
`139`	`139`	`},`
`140`	`140`	`{`
Original file line number	Diff line number	Diff line change
`@@ -2141,7 +2141,7 @@`
`2141`	`2141`	`"cell_type": "markdown",`
`2142`	`2142`	`"metadata": {},`
`2143`	`2143`	`"source": [`
`2144`		`- "### Step 8. How many times were a Veggie Salad Bowl ordered?"`
	`2144`	`+ "### Step 8. How many times was a Veggie Salad Bowl ordered?"`
`2145`	`2145`	`]`
`2146`	`2146`	`},`
`2147`	`2147`	`{`
`@@ -2170,7 +2170,7 @@`
`2170`	`2170`	`"cell_type": "markdown",`
`2171`	`2171`	`"metadata": {},`
`2172`	`2172`	`"source": [`
`2173`		`- "### Step 9. How many times people orderd more than one Canned Soda?"`
	`2173`	`+ "### Step 9. How many times did someone order more than one Canned Soda?"`
`2174`	`2174`	`]`
`2175`	`2175`	`},`
`2176`	`2176`	`{`
Original file line number	Diff line number	Diff line change
`@@ -989,7 +989,7 @@`
`989`	`989`	`"cell_type": "markdown",`
`990`	`990`	`"metadata": {},`
`991`	`991`	`"source": [`
`992`		`- "### Step 8. How many times were a Veggie Salad Bowl ordered?"`
	`992`	`+ "### Step 8. How many times was a Veggie Salad Bowl ordered?"`
`993`	`993`	`]`
`994`	`994`	`},`
`995`	`995`	`{`
`@@ -1016,7 +1016,7 @@`
`1016`	`1016`	`"cell_type": "markdown",`
`1017`	`1017`	`"metadata": {},`
`1018`	`1018`	`"source": [`
`1019`		`- "### Step 9. How many times people orderd more than one Canned Soda?"`
	`1019`	`+ "### Step 9. How many times did someone order more than one Canned Soda?"`
`1020`	`1020`	`]`
`1021`	`1021`	`},`
`1022`	`1022`	`{`
Original file line number	Diff line number	Diff line change
`@@ -102,7 +102,7 @@`
`102`	`102`	`"cell_type": "markdown",`
`103`	`103`	`"metadata": {},`
`104`	`104`	`"source": [`
`105`		`- "### Step 6. What is the mean each company's preTestScore?"`
	`105`	`+ "### Step 6. What is the mean of each company's preTestScore?"`
`106`	`106`	`]`
`107`	`107`	`},`
`108`	`108`	`{`