{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Sentiment Symposium - Build a Sentiment Predictor in 5 Minutes in Python"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Łukasz Augustyniak\n",
"### Piotr Bródka\n",
"e-Mail: lukasz.augustyniak@pwr.edu.pl
\n",
"Twitter: @luk_augustyniak
\n",
"LinkedIn: Łukasz Augustyniak
\n",
"GitHub: laugustyniak
\n",
"Ipython Notebook view: SAS2015 Notebook"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"
\n",
"
\n", " | sentiment | \n", "document | \n", "
---|---|---|
0 | \n", "3 | \n", "Gas by my house hit $3.39!!!! I'm going to Cha... | \n", "
1 | \n", "1 | \n", "Theo Walcott is still shit, watch Rafa and Joh... | \n", "
2 | \n", "1 | \n", "its not that I'm a GSP fan, i just hate Nick D... | \n", "
3 | \n", "1 | \n", "Iranian general says Israel's Iron Dome can't ... | \n", "
4 | \n", "3 | \n", "with J Davlar 11th. Main rivals are team Polan... | \n", "
5 | \n", "1 | \n", "Talking about ACT's && SAT's, deciding where I... | \n", "
6 | \n", "2 | \n", "Why is \"Happy Valentines Day\" trending? It's o... | \n", "
7 | \n", "1 | \n", "They may have a SuperBowl in Dallas, but Dalla... | \n", "
8 | \n", "2 | \n", "Im bringing the monster load of candy tomorrow... | \n", "
9 | \n", "2 | \n", "Apple software, retail chiefs out in overhaul:... | \n", "
10 | \n", "2 | \n", "#Livewire Nadal confirmed for Mexican Open in ... | \n", "
11 | \n", "2 | \n", "#Iran US delisting MKO from global terrorists ... | \n", "
12 | \n", "2 | \n", "Expect light-moderate rains over E. Visayas; C... | \n", "
13 | \n", "3 | \n", "One ticket left for the @49ers game tomorrow! ... | \n", "
14 | \n", "2 | \n", "Game 1 of the NLCS and a rematch of the NFC Ch... | \n", "
15 | \n", "3 | \n", "Never start working on your dreams and goals t... | \n", "
16 | \n", "2 | \n", "BLACK FRIDAY Huge Saving Aerial View of a City... | \n", "
17 | \n", "3 | \n", "YES we all know INDIO vs CV is tomorrow the BE... | \n", "
18 | \n", "2 | \n", "Mohamed Morsi, Egypt's Muslim Brotherhood pres... | \n", "
19 | \n", "2 | \n", "C'mon Avila! You just got tagged out by a guy ... | \n", "
20 | \n", "2 | \n", "At the first Grammy Awards, held on 4 May 1959... | \n", "
21 | \n", "3 | \n", "Good morning Thursday. \"Life is fragile. We're... | \n", "
22 | \n", "3 | \n", "#Twitition Mcfly come back to Argentina but th... | \n", "
23 | \n", "1 | \n", "My teachers call themselves givng us candy....... | \n", "
24 | \n", "2 | \n", "#Broncos Peyton Manning named AFC Offensive Pl... | \n", "
25 | \n", "2 | \n", "@TooZany is bringing out Kendrick Lamar the 6t... | \n", "
26 | \n", "2 | \n", "Andre's Wigan Warning - #COYS Official Site Wi... | \n", "
27 | \n", "2 | \n", "When my professor passes out candy and says \"a... | \n", "
28 | \n", "2 | \n", "How are they going to act in new york with the... | \n", "
29 | \n", "1 | \n", "Homegrown talent missing on Signing Day: Throu... | \n", "
... | \n", "... | \n", "... | \n", "
6235 | \n", "3 | \n", "Yay !!!!RT @kellymonaco1: Excited to interview... | \n", "
6236 | \n", "3 | \n", "@TomFelton Hope you win tonight Tom! Your US a... | \n", "
6237 | \n", "3 | \n", "If I'm reading the Twitter Trend list correctl... | \n", "
6238 | \n", "3 | \n", "Colts game tonight! Yay! | \n", "
6239 | \n", "2 | \n", "Is this on tv again? \"@kugrlover: Most of Reds... | \n", "
6240 | \n", "3 | \n", "What will have a better TV rating...#Cardinals... | \n", "
6241 | \n", "3 | \n", "Yes. I'm ready for HS, college & pro. Bring it... | \n", "
6242 | \n", "3 | \n", "Trying to leave, I'm only 10 minutes late (so ... | \n", "
6243 | \n", "1 | \n", "I fail to see why the Rams are playing TWICE o... | \n", "
6244 | \n", "2 | \n", "On the night Hank Williams came to town. | \n", "
6245 | \n", "3 | \n", "There won't be just a Party in the USA tonight... | \n", "
6246 | \n", "3 | \n", "After that, I'll start plugging mine and @joes... | \n", "
6247 | \n", "3 | \n", "Man was that Jets and Cowboys game awesome or ... | \n", "
6248 | \n", "3 | \n", "MNF tonight! Let's go Sexy Rexy! | \n", "
6249 | \n", "2 | \n", "Just checking in to see if I had a nightmare l... | \n", "
6250 | \n", "1 | \n", "Lmao RT @HeatherNoel13: Curtis painter looks l... | \n", "
6251 | \n", "2 | \n", "Monday Night Football #TeamTexans all day & to... | \n", "
6252 | \n", "2 | \n", "@PierreGarcon85 come out and watch THOSE GUYS ... | \n", "
6253 | \n", "3 | \n", "Huge thanks to those of you who came out to my... | \n", "
6254 | \n", "1 | \n", "#Londonriots is trending 3rd worldwide ..... T... | \n", "
6255 | \n", "3 | \n", "I had a fun day on terra nova. Followed by a h... | \n", "
6256 | \n", "1 | \n", "Today, we found out that Rob Henry tore his AC... | \n", "
6257 | \n", "3 | \n", "Monday Night Football - Gary Neville did well ... | \n", "
6258 | \n", "3 | \n", "Happy birthday, Hank Williams. In honor if the... | \n", "
6259 | \n", "3 | \n", "New cast of DWTS tba at 8pm tonight!! So excit... | \n", "
6260 | \n", "1 | \n", "@stoney16 @JeffMossDSR I'd recommend just turn... | \n", "
6261 | \n", "3 | \n", "RT @MNFootNg It's monday and Monday Night Foot... | \n", "
6262 | \n", "3 | \n", "All I know is the road for that Lomardi start ... | \n", "
6263 | \n", "2 | \n", "All Blue and White fam, we r meeting at Golden... | \n", "
6264 | \n", "1 | \n", "I'm pisseeedddd that I missed Kid Cudi's show ... | \n", "
6265 rows × 2 columns
\n", "